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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fgene.2020.491895</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>How Can Drug Metabolism and Transporter Genetics Inform Psychotropic Prescribing?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Carvalho Henriques</surname> <given-names>Beatriz</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/137237/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Esther H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Lapetina</surname> <given-names>Diego</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Carr</surname> <given-names>Michael S.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yavorskyy</surname> <given-names>Vasyl</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Hague</surname> <given-names>Joshua</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Aitchison</surname> <given-names>Katherine J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/31942/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychiatry, University of Alberta</institution>, <addr-line>Edmonton, AB</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Medical Genetics, University of Alberta</institution>, <addr-line>Edmonton, AB</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>Neuroscience and Mental Health Institute, University of Alberta</institution>, <addr-line>Edmonton, AB</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Edoardo Spina, University of Messina, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Alessandro Serretti, University of Bologna, Italy; Mirko Manchia, University of Cagliari, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Katherine J. Aitchison, <email>kaitchis@ualberta.ca</email>; <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-1107-3024">orcid.org/0000-0002-1107-3024</ext-link></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Pharmacogenetics and Pharmacogenomics, a section of the journal Frontiers in Genetics</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>12</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>11</volume>
<elocation-id>491895</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>08</month>
<year>2019</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>09</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2020 Carvalho Henriques, Yang, Lapetina, Carr, Yavorskyy, Hague and Aitchison.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Carvalho Henriques, Yang, Lapetina, Carr, Yavorskyy, Hague and Aitchison</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Many genetic variants in drug metabolizing enzymes and transporters have been shown to be relevant for treating psychiatric disorders. Associations are strong enough to feature on drug labels and for prescribing guidelines based on such data. A range of commercial tests are available; however, there is variability in included genetic variants, methodology, and interpretation. We herein provide relevant background for understanding clinical associations with specific variants, other factors that are relevant to consider when interpreting such data (such as age, gender, drug&#x2013;drug interactions), and summarize the data relevant to clinical utility of pharmacogenetic testing in psychiatry and the available prescribing guidelines. We also highlight areas for future research focus in this field.</p>
</abstract>
<kwd-group>
<kwd>pharmacogenomics (PGx)</kwd>
<kwd>drug metabolism</kwd>
<kwd>drug transporters</kwd>
<kwd>cytochrome P450 enzymes</kwd>
<kwd>psychotropic drugs</kwd>
</kwd-group>
<contract-num rid="cn001">G2018000868</contract-num>
<contract-sponsor id="cn001">Alberta Innovates<named-content content-type="fundref-id">10.13039/501100009192</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="625"/>
<page-count count="39"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Genome-wide association studies (GWAS) and related multi-omic strategies lend themselves well to phenotypes with polygenic modes of inheritance. By contrast, pharmacokinetic genes are associated with traits relevant to response to treatment (such as concentrations of medications and their metabolites) in an oligogenic manner with Mendelian patterns of inheritance and relatively large effect sizes. Many of the genes exhibiting a strength of association strong enough for consensus prescribing recommendations are in drug metabolizing enzymes (CPIC; DPWG; <xref ref-type="bibr" rid="B239">Hiemke et al., 2018</xref>; PharmGKB; FDA labels). We herein provide a review of the genetics of drug metabolizing enzymes and transporters relevant for medications prescribed in psychiatry. We searched databases such as PubMed, PharmVar, PharmGKB, CPIC, DPWG, and DrugBank as well as relevant reviews, book chapters, and dissertations with search terms including each drug and drug metabolizing enzyme or transporter; each paper thus retrieved was reviewed by a minimum of two coauthors.</p>
<p>Drug metabolism and transport includes Phase I (addition of a reactive group to the molecule), Phase II (transfer of a polar group to the Phase I metabolite), and Phase III (transport of compounds away from the interior of the cells in an energy-dependent manner, introduced by <xref ref-type="bibr" rid="B263">Ishikawa (1992)</xref> (<xref ref-type="bibr" rid="B601">Xu et al., 2005</xref>). While the liver and gut are most relevant to phase I metabolism, the above activities occur throughout the body, with many drug metabolizing enzymes being widely expressed (<xref ref-type="bibr" rid="B10">Aitchison et al., 2010</xref>). Their activity is subject to mechanisms including competitive and non-competitive inhibition, and induction (<xref ref-type="bibr" rid="B439">Pelkonen et al., 2008</xref>; <xref ref-type="bibr" rid="B241">Hisaka et al., 2010</xref>; <xref ref-type="bibr" rid="B93">Chen F. et al., 2018</xref>; <xref ref-type="bibr" rid="B94">Chen J.T. et al., 2018</xref>).</p>
</sec>
<sec id="S2">
<title>Phase I Metabolism</title>
<p>Phase I enzymes catalyze reactions that alter the hydrophobicity, molecular weight, and reactivity of the substrate, occurring through hydrolysis, reduction, and oxidation reactions. Phase I enzymes relevant to psychotropics include the cytochrome P450 (CYP) family of enzymes, flavin-containing monooxygenases, esterases, epoxide hydrolases (EH), and microsomal epoxide hydrolases (mEH).</p>
</sec>
<sec id="S3">
<title>The Cytochrome P450 System</title>
<p>The CYP superfamily and flavin-containing monooxygenases (FMOs) are oxidoreductases. The most studied of these are the CYPs. Individuals sensitive to the antihypertensive agent debrisoquine and to the anti-arrhythmic agent sparteine gave rise to initial observations regarding variable enzyme activity (<xref ref-type="bibr" rid="B365">Mahgoub et al., 1977</xref>; <xref ref-type="bibr" rid="B154">Eichelbaum, 1984</xref>; <xref ref-type="bibr" rid="B522">Smith, 1986</xref>; reviewed in <xref ref-type="bibr" rid="B274">Johansson and Ingelman-Sundberg, 2011</xref>). This led to sequencing efforts that identified the first <italic>CYP2D6</italic> loss-of-function mutation (<xref ref-type="bibr" rid="B205">Gough et al., 1990</xref>; <xref ref-type="bibr" rid="B219">Hanioka et al., 1990</xref>; <xref ref-type="bibr" rid="B284">Kagimoto et al., 1990</xref>). Multiple mutations in P450s relevant to psychotropics have since been discovered, with the frequency thereof differing by ethnicity (<xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>).</p>
<p>Cytochrome P450 enzyme classification (previously led by the Cytochrome P450 Nomenclature Committee and now transferred to the Pharmacogene Variation Consortium) is as follows: after the letters &#x201C;CYP&#x201D; comes a number indicating the CYP family (<xref ref-type="bibr" rid="B118">Cupp and Tracy, 1998</xref>). Enzymes within the same family (e.g., CYP1) have a minimum of 36% amino acid sequence homology. The next layer of differentiation is represented by a letter indicating the sub family. Within a subfamily (e.g., CYP1A), there is approximately 70% amino acid homology (<xref ref-type="bibr" rid="B402">Nebert et al., 1987</xref>). The final layer is another number representing the isoform (e.g., CYP1A1 and CYP1A2). For all, the enzymes are not italicized, while the corresponding gene names are.</p>
<p>Mutations in the <italic>CYP</italic> genes can be classified in two different manners: pharmacologically in terms of enzyme function, or genetically in terms such as loss or gain of function (<xref ref-type="bibr" rid="B569">van der Weide and Steijns, 1999</xref>). Many CYPs have four distinct levels of enzyme activity: poor, intermediate, normal (previously known as extensive), and ultrarapid (<xref ref-type="bibr" rid="B60">Blake et al., 2013</xref>; <xref ref-type="bibr" rid="B90">Caudle et al., 2020</xref>). Reduced enzyme&#x2013;substrate affinity, enzyme stability, or splice site variants leading to lack of functional protein can be a result of mutations (for reviews, see, for example, <xref ref-type="bibr" rid="B257">Ingelman-Sundberg, 2004a</xref>, <xref ref-type="bibr" rid="B258">b</xref>). Gene duplication (or multiple copies, i.e., multiplication) or single nucleotide polymorphisms (SNPs) affecting transcription, on the other hand, may be associated with increased enzyme activity (ultrarapid metabolizers; UM) (<xref ref-type="bibr" rid="B275">Johansson et al., 1993</xref>; <xref ref-type="bibr" rid="B512">Sim et al., 2006</xref>; <xref ref-type="bibr" rid="B584">Wang et al., 2014</xref>, <xref ref-type="bibr" rid="B583">2015</xref>). Gain-of-function variants may increase medication clearance, consequently reducing the concentration, while loss-of-function mutations reduce clearance, increasing the concentration (<xref ref-type="bibr" rid="B616">Zanger and Schwab, 2013</xref>); the opposite is true for prodrugs such as codeine, where loss-of-function mutations lead to lack of production of the pharmacologically active analgesic.</p>
<sec id="S3.SS1">
<title>The <italic>CYP1</italic> Family</title>
<p>The CYP1 family includes CYP1A and CYP1B. <italic>CYP1A1</italic> and <italic>CYP1A2</italic> lie in a head&#x2013;head configuration on chromosome 15, and share a promoter region to which the aryl hydrocarbon receptor binds (at xenobiotic responsive elements) (<xref ref-type="bibr" rid="B278">Jorge-Nebert et al., 2010</xref>).</p>
</sec>
<sec id="S3.SS2">
<title><italic>CYP1A2</italic> Subfamily</title>
<p>Substrates specific to psychiatric conditions include antipsychotics [e.g., chlorpromazine (CPZ), trifluoperazine, clozapine, olanzapine], tertiary amine tricyclics (e.g., amitriptyline, imipramine, and clomipramine) as well as some selective serotonin reuptake inhibitors (such as fluvoxamine), and zopiclone. Additional substrates include analgesics (paracetamol), anti-inflammatories, cardiovascular agents (e.g., lignocaine), xanthines (caffeine, theophylline, aminophylline), and tacrine (<xref ref-type="bibr" rid="B256">Imaoka and Funae, 1990</xref>; <xref ref-type="bibr" rid="B11">Aitchison et al., 2000a</xref>, <xref ref-type="bibr" rid="B13">c</xref>; <xref ref-type="bibr" rid="B353">Lobo et al., 2008</xref>; <xref ref-type="bibr" rid="B560">Turpeinen et al., 2009</xref>; <xref ref-type="bibr" rid="B547">Theophylline Pathway</xref>; <xref ref-type="bibr" rid="B616">Zanger and Schwab, 2013</xref>). CYP1A2 is also involved in toxicity (e.g., bioactivation of arylamines and heterocyclic amines implicated in the formation of colon and bladder cancer, and the neurotoxin 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine, also known as MPTP) (<xref ref-type="bibr" rid="B384">McManus et al., 1990</xref>; <xref ref-type="bibr" rid="B64">Boobis et al., 1994</xref>; <xref ref-type="bibr" rid="B152">Eaton et al., 1995</xref>; <xref ref-type="bibr" rid="B110">Coleman et al., 1996</xref>; <xref ref-type="bibr" rid="B217">Hammons et al., 1997</xref>).</p>
<p>The enzyme is inducible by paracetamol, omeprazole, primaquine, carbamazepine, polycyclic aromatic hydrocarbons (e.g., 3-methylcholanthrene), heterocyclic aromatic hydrocarbons (such as 2,3,7,8-tetrachlorodibenzo-p-dioxin), and products of combustion such as cigarette or cannabis smoke (<xref ref-type="bibr" rid="B481">Rost et al., 1994</xref>; <xref ref-type="bibr" rid="B436">Parker et al., 1998</xref>; reviewed in <xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>). Interestingly, a group of phenothiazines represented by perazine and promazine has been shown to induce this enzyme as well, accelerating their own metabolism and that of concomitant medications metabolized by this route (<xref ref-type="bibr" rid="B596">W&#x00F3;jcikowski et al., 2012</xref>). It can also be induced by various dietary substances including cruciferous vegetables (<italic>Cruciferae</italic>: including broccoli, brussels sprouts, cabbage, cauliflower, radishes, and watercress), heterocyclic amines (produced in meat browned at high temperatures), and caffeine (<xref ref-type="bibr" rid="B481">Rost et al., 1994</xref>; <xref ref-type="bibr" rid="B436">Parker et al., 1998</xref>; <xref ref-type="bibr" rid="B11">Aitchison et al., 2000a</xref>, <xref ref-type="bibr" rid="B13">c</xref>; <xref ref-type="bibr" rid="B193">Ghotbi et al., 2007</xref>; <xref ref-type="bibr" rid="B611">Yoshinari et al., 2008</xref>; <xref ref-type="bibr" rid="B147">Dobrinas et al., 2011</xref>; <xref ref-type="bibr" rid="B26">Arici and &#x00D6;zhan, 2017</xref>). Amine metabolism may be affected by cruciferous vegetables for a significant duration (<xref ref-type="bibr" rid="B394">Murray et al., 2001</xref>), which may also affect other enzymes. The inducibility by smoking is of particular relevance to psychiatry, as many patients are smokers (discussed in <xref ref-type="bibr" rid="B172">Fiore et al., 1995</xref>; <xref ref-type="bibr" rid="B399">Nakajima et al., 1999</xref>; <xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>; <xref ref-type="bibr" rid="B193">Ghotbi et al., 2007</xref>; <xref ref-type="bibr" rid="B147">Dobrinas et al., 2011</xref>). Indeed, a recent study conducted by <xref ref-type="bibr" rid="B344">Lesche et al. (2020)</xref> on the impact of genotype of various CYP enzymes (including CYP1A2) and the presence of known inducers and inhibitors demonstrated that, for patients prescribed clozapine, a greater percentage of the variation in plasma concentration of this medication was explained by smoking status than by <italic>CYP1A2</italic> genotyping information (in a cohort where 82% of individuals tested positive for the <italic>CYP1A2<sup>&#x2217;</sup>1F</italic> variant).</p>
<p>Several polymorphisms have been detected in <italic>CYP1A2</italic> (<xref ref-type="bibr" rid="B272">Jiang et al., 2005</xref>; <xref ref-type="bibr" rid="B76">Browning et al., 2010</xref>). Individuals with the <italic>CYP1A2<sup>&#x2217;</sup>1F</italic> c.&#x2212;163C&#x003E;A SNP that confers higher inducibility (<xref ref-type="bibr" rid="B487">Sachse et al., 1998</xref>; <xref ref-type="bibr" rid="B101">Chida et al., 1999</xref>; <xref ref-type="bibr" rid="B218">Han et al., 2002</xref>; <xref ref-type="bibr" rid="B509">Sim, 2013</xref>) have higher levels of caffeine metabolism. An initial report in Whites showed a reduction in olanzapine serum concentration in association with this variant (<xref ref-type="bibr" rid="B332">Laika et al., 2010</xref>). A subsequent study in Norwegian Whites was not able to replicate this association with olanzapine serum concentration, but in CSF, the ratio of 4&#x2019;-<italic>N</italic>-desmethylolanzapine to olanzapine was associated with smoking and <italic>CYP1A2</italic> genotype, with the highest ratios being in smokers homozygous for the <italic>CYP1A2<sup>&#x2217;</sup>1F</italic> (<xref ref-type="bibr" rid="B521">Skogh et al., 2011</xref>). A later paper by the same group was also not able to replicate an association between the <italic>CYP1A2<sup>&#x2217;</sup>1F</italic> and systemic exposure to olanzapine, but did find a relatively modest effect of other variants (rs2472297C&#x003E;T lying in the intergenic region between <italic>CYP1A1</italic> and <italic>CYP1A2</italic> and rs4410790C&#x003E;T upstream of the aryl hydrocarbon receptor locus; <xref ref-type="bibr" rid="B523">S&#x00F6;derberg et al., 2013</xref>). Attempts at replication of an association between the <italic>CYP1A2<sup>&#x2217;</sup>1F</italic> and olanzapine exposure in Asians have also been negative (<xref ref-type="bibr" rid="B506">Shimoda et al., 2002</xref>; <xref ref-type="bibr" rid="B411">Obase et al., 2003</xref>; <xref ref-type="bibr" rid="B96">Chen et al., 2005</xref>; <xref ref-type="bibr" rid="B193">Ghotbi et al., 2007</xref>; <xref ref-type="bibr" rid="B407">Nozawa et al., 2008</xref>).</p>
<p>There are also loss-of-function variants. The <italic>CYP1A2<sup>&#x2217;</sup>6</italic> haplotype containing the c.1291 C&#x003E;T (previously known as the c.5090 C&#x003E;T) mutation causes an Arg431Trp amino acid substitution resulting in a complete loss of enzyme function (<xref ref-type="bibr" rid="B100">Chevalier et al., 2001</xref>; <xref ref-type="bibr" rid="B620">Zhou et al., 2004</xref>). By analogy, owing to the behavioral effects seen on administering clozapine to a CYP1A2 knockout mouse, it is possible that people with this variant could experience more side effects of medications metabolized by CYP1A2, including clozapine and olanzapine (<xref ref-type="bibr" rid="B12">Aitchison et al., 2000b</xref>). The <italic>CYP1A2<sup>&#x2217;</sup>1C</italic> haplotype has a promoter mutation (&#x2212;3860 G&#x003E;A) which has been associated with a reduction in caffeine metabolism in Japanese (<xref ref-type="bibr" rid="B399">Nakajima et al., 1999</xref>). Other known variants of <italic>CYP1A2</italic> with decreased activity include <italic>CYP1A2<sup>&#x2217;</sup>1K</italic> (characterized by polymorphisms &#x2212;729C&#x003E;T, &#x2212;739T&#x003E;G, and &#x2212;163C&#x003E;A), identified in an Ethiopian population (<xref ref-type="bibr" rid="B16">Aklillu et al., 2003</xref>). Likewise, variants <italic>CYP1A2<sup>&#x2217;</sup>3</italic> (2116 G&#x003E;A and 5347 T&#x003E;C) and <italic>CYP1A2<sup>&#x2217;</sup>4</italic> (2499 A&#x003E;T) are associated with reduced activity and have been identified (<xref ref-type="bibr" rid="B100">Chevalier et al., 2001</xref>; <xref ref-type="bibr" rid="B620">Zhou et al., 2004</xref>).<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> The <italic>CYP1A2<sup>&#x2217;</sup>7</italic> has a splice site mutation in the donor site of intron 6 (3533G&#x003E;A) and was found in heterozygous state in one patient with very high clozapine concentration and plasma caffeine clearance at the lower limit of the normal range, consistent with the mutation leading to no functional CYP1A2 enzyme (<xref ref-type="bibr" rid="B19">Allorge et al., 2003</xref>).</p>
<p>Many agents also contribute to the inhibition of CYP1A2, such as: apiaceous vegetables (parsnips, celery, dill, parsley) (<xref ref-type="bibr" rid="B338">Lampe et al., 2000</xref>), fluvoxamine (<xref ref-type="bibr" rid="B74">Brosen et al., 1993</xref>), grapefruit juice (<xref ref-type="bibr" rid="B180">Fuhr et al., 1993</xref>), estrogens (<xref ref-type="bibr" rid="B309">Knutti et al., 1981</xref>; <xref ref-type="bibr" rid="B472">Rietveld et al., 1984</xref>; <xref ref-type="bibr" rid="B1">Abernethy and Todd, 1985</xref>; <xref ref-type="bibr" rid="B577">Vistisen et al., 1992</xref>; <xref ref-type="bibr" rid="B341">Le Marchand et al., 1997</xref>), quinolone antibiotics (<xref ref-type="bibr" rid="B178">Fuhr et al., 1992</xref>), and in smokers, heavy ethanol consumption (<xref ref-type="bibr" rid="B474">Rizzo et al., 1997</xref>).</p>
</sec>
<sec id="S3.SS3">
<title>The <italic>CYP2</italic> Family</title>
<p><italic>CYP2</italic> genes comprise clusters on different chromosomes (<xref ref-type="bibr" rid="B500">Sezutsu et al., 2013</xref>; <xref ref-type="bibr" rid="B616">Zanger and Schwab, 2013</xref>).</p>
</sec>
<sec id="S3.SS4">
<title><italic>CYP2A</italic> Subfamily</title>
<p>The CYP2A subfamily includes <italic>CYP2A6</italic> and <italic>CYP2A13</italic> (<xref ref-type="bibr" rid="B245">Hoffman et al., 2001</xref>; <xref ref-type="bibr" rid="B616">Zanger and Schwab, 2013</xref>), with <italic>CYP2A6</italic> being of relevance to psychiatry. CYP2A6 is mainly expressed in the liver, where it accounts for approximately 4% of total CYP content (<xref ref-type="bibr" rid="B505">Shimada et al., 1994</xref>; <xref ref-type="bibr" rid="B213">Haberl et al., 2005</xref>). CYP2A13 is expressed at reduced levels in the respiratory tract (<xref ref-type="bibr" rid="B342">Leclerc et al., 2011</xref>; <xref ref-type="bibr" rid="B464">Raunio and Rahnasto-Rilla, 2012</xref>). CYP2A6 was first recognized as the enzyme responsible for coumarin 7-hydroxylation, and is also the primary nicotine <italic>C</italic>-oxidase (<xref ref-type="bibr" rid="B438">Pelkonen et al., 2000</xref>; <xref ref-type="bibr" rid="B179">Fuhr et al., 2007</xref>; <xref ref-type="bibr" rid="B396">Mwenifumbo et al., 2007</xref>; <xref ref-type="bibr" rid="B464">Raunio and Rahnasto-Rilla, 2012</xref>). In addition to nicotine, CYP2A6 contributes to the metabolism of promazine, valproic acid, disulfiram, and caffeine as well as to other medications and toxins (<xref ref-type="bibr" rid="B114">Crespi et al., 1990</xref>; <xref ref-type="bibr" rid="B602">Yamazaki et al., 1992</xref>; <xref ref-type="bibr" rid="B203">Gonzalez and Gelboin, 1994</xref>; <xref ref-type="bibr" rid="B420">Oscarson et al., 1998</xref>; <xref ref-type="bibr" rid="B312">Komatsu et al., 2000</xref>; <xref ref-type="bibr" rid="B392">Murai et al., 2009</xref>; <xref ref-type="bibr" rid="B541">Tanner and Tyndale, 2017</xref>).</p>
<p>Like many of the CYP superfamily, <italic>CYP2A6</italic> is a highly polymorphic gene, with many known mutations affecting enzymatic activity (<xref ref-type="bibr" rid="B146">Di et al., 2009</xref>; <xref ref-type="bibr" rid="B383">McDonagh et al., 2012</xref>). Polymorphisms arise from the occurrence of gene conversion events, deletions, duplications, multiple nucleotide insertions/deletions, and SNPs. The frequency of these events varies by ethnicity, with Asians having the highest frequency of loss-of-function mutations (&#x223C;50%), and Whites the least (&#x223C;9%) (<xref ref-type="bibr" rid="B398">Nakajima et al., 2006</xref>; <xref ref-type="bibr" rid="B145">di Iulio et al., 2009</xref>). CYP2A6 expression and activity are also impacted by induction and inhibition effects, age, and interactions with other hepatic enzymes, co-enzymes, and co-factors (<xref ref-type="bibr" rid="B541">Tanner and Tyndale, 2017</xref>).</p>
<p>Loss-of-function is often a result of the common <italic>CYP2A6<sup>&#x2217;</sup>2</italic> and <italic>CYP2A6<sup>&#x2217;</sup>4</italic> alleles. With a frequency of 1&#x2013;5% in Whites, the <italic>CYP2A6<sup>&#x2217;</sup>2</italic> rs1801272 SNP encodes an inactive enzyme due to a Leu160His substitution (<xref ref-type="bibr" rid="B543">Tanner et al., 2017</xref>). The <italic>CYP2A6<sup>&#x2217;</sup>4</italic> haplotype (and its subtypes such as <italic>CYP2A6<sup>&#x2217;</sup>4A</italic> and <italic>CYP2A6<sup>&#x2217;</sup>4H</italic>) denotes a complete gene deletion, where the subtypes represent different genomic mechanisms for the deletion. This deletion is found at higher frequencies in Asians and Blacks [e.g., <italic>CYP2A6<sup>&#x2217;</sup>4</italic> has a haplotype frequency of up to 15% in a specific Asian group (<xref ref-type="bibr" rid="B434">Pang et al., 2015</xref>)]. Other variants such as <italic>CYP2A6<sup>&#x2217;</sup>9</italic> result in a reduced enzyme functionality. Both complete loss-of-function and reduced function variants may result in a reduction of treatment efficacy, with atypical metabolite formation (e.g., switching from coumarin 7-hydroxylation to 3-hydroxylation) (<xref ref-type="bibr" rid="B215">Hadidi et al., 1997</xref>; <xref ref-type="bibr" rid="B312">Komatsu et al., 2000</xref>; <xref ref-type="bibr" rid="B181">Fujita and Sasaki, 2007</xref>). Associations between CYP2A6 variants and smoking cessation have been reported (reviewed by <xref ref-type="bibr" rid="B541">Tanner and Tyndale, 2017</xref>).</p>
</sec>
<sec id="S3.SS5">
<title><italic>CYP2B</italic> Subfamily</title>
<p>The <italic>CYP2B</italic> subfamily members are <italic>CYP2B6</italic> and a <italic>CYP2B7P</italic> (a pseudogene). CYP2B6 is strongly induced by phenobarbital (<xref ref-type="bibr" rid="B168">Faucette et al., 2004</xref>). It accounts for &#x223C;1% of total hepatic CYP content (<xref ref-type="bibr" rid="B586">Ward et al., 2003</xref>), with variance in inter-individual expression of up to 300-fold (<xref ref-type="bibr" rid="B339">Lang et al., 2001</xref>; <xref ref-type="bibr" rid="B337">Lamba et al., 2003</xref>; <xref ref-type="bibr" rid="B143">Desta et al., 2007</xref>; <xref ref-type="bibr" rid="B246">Hofmann et al., 2008</xref>; <xref ref-type="bibr" rid="B585">Wang and Tompkins, 2008</xref>; <xref ref-type="bibr" rid="B416">Ohtsuki et al., 2012</xref>).</p>
<p>There are 38 different <italic>CYP2B6</italic> haplotypes currently described, some of which are associated with defined changes in enzyme function (<xref ref-type="bibr" rid="B339">Lang et al., 2001</xref>, <xref ref-type="bibr" rid="B340">2004</xref>; <xref ref-type="bibr" rid="B337">Lamba et al., 2003</xref>; <xref ref-type="bibr" rid="B305">Klein et al., 2005</xref>; &#x201C;Pharmacogene Variation Consortium: CYP2B6&#x201D;; <xref ref-type="bibr" rid="B625">Zukunft et al., 2005</xref>). Two of the haplotypes are structural variants representing hybrids whose sequence is partly derived from <italic>CYP2B6</italic> and partly from <italic>CYP2B7P</italic>, and gene duplications have also been identified (<xref ref-type="bibr" rid="B377">Martis et al., 2013</xref>). With a frequency of 15&#x2013;50% across different ethnicities (of which Blacks have the highest), the most common allele is <italic>CYP2B6<sup>&#x2217;</sup>6</italic>. The mutations c.516G&#x003E;A and c.785A&#x003E;G lead to amino acid substitutions Gln172His and Lys262Arg respectively, and are associated with a reduction in enzyme activity (<xref ref-type="bibr" rid="B339">Lang et al., 2001</xref>; <xref ref-type="bibr" rid="B555">Tsuchiya et al., 2004</xref>; <xref ref-type="bibr" rid="B246">Hofmann et al., 2008</xref>; <xref ref-type="bibr" rid="B559">Turpeinen and Zanger, 2012</xref>). Those who contain homozygous copies of <italic>CYP2B6<sup>&#x2217;</sup>6</italic> show increased plasma concentrations of relevant drugs, which has been linked to increased risk of Adverse Drug Reactions (ADRs) (<xref ref-type="bibr" rid="B212">Haas et al., 2004</xref>; <xref ref-type="bibr" rid="B470">Ribaudo et al., 2006</xref>; <xref ref-type="bibr" rid="B617">Zanger et al., 2007</xref>; <xref ref-type="bibr" rid="B298">King and Aberg, 2008</xref>; <xref ref-type="bibr" rid="B358">Lubomirov et al., 2011</xref>; <xref ref-type="bibr" rid="B608">Yimer et al., 2012</xref>; <xref ref-type="bibr" rid="B615">Zanger and Klein, 2013</xref>). The <italic>CYP2B6<sup>&#x2217;</sup>4</italic> has a haplotype frequency averaging at 9%, being up to 45% in Africans, 27% in Hispanics, 21% in Europeans, and 19% in Asians (<xref ref-type="bibr" rid="B466">Reference SNP:rs2279343</xref>). The enzyme encoded by this variant clears bupropion [relevant for smoking cessation and also used in the treatment of depression and attention deficit hyperactivity disorder (ADHD)] more rapidly than the wild-type (<xref ref-type="bibr" rid="B339">Lang et al., 2001</xref>; <xref ref-type="bibr" rid="B300">Kirchheiner et al., 2003</xref>; <xref ref-type="bibr" rid="B232">Hesse et al., 2004</xref>; <xref ref-type="bibr" rid="B482">Rotger et al., 2007</xref>). The <italic>CYP2B6<sup>&#x2217;</sup>18</italic> contains the c.983T&#x003E;C substitution, which leads to Ile328Thr substitution. This haplotype is found in some African populations (e.g., the Bantu) (<xref ref-type="bibr" rid="B266">Jamshidi et al., 2010</xref>).</p>
<sec id="S3.SS5.SSS1">
<title><italic>CYP2C</italic> Subfamily</title>
<p>Forming a &#x223C;390 kb cluster at chromosome 10q24, the <italic>CYP2C</italic> subfamily contains four genes: <italic>CYP2C8, CYP2C9, CYP2C18</italic>, and <italic>CYP2C19</italic> (<xref ref-type="bibr" rid="B201">Goldstein and de Morais, 1994</xref>; <xref ref-type="bibr" rid="B404">Nelson et al., 2004</xref>). All exhibit extensive homology in both DNA and amino acid sequence, and are thus responsible for the metabolism of partially overlapping subsets of drugs (<xref ref-type="bibr" rid="B111">Coller et al., 2002</xref>; <xref ref-type="bibr" rid="B319">Koukouritaki et al., 2004</xref>; <xref ref-type="bibr" rid="B469">Rettie and Jones, 2005</xref>; <xref ref-type="bibr" rid="B331">Lai et al., 2009</xref>; <xref ref-type="bibr" rid="B401">Naraharisetti et al., 2010</xref>; <xref ref-type="bibr" rid="B416">Ohtsuki et al., 2012</xref>). Their main expression is in the liver, comprising 20% of hepatic CYP content (<xref ref-type="bibr" rid="B505">Shimada et al., 1994</xref>). Within the CYP2C subfamily, CYP2C9 is the most abundantly expressed, followed by CYP2C8 and CYP2C19. Psychotropic substrates for CYP2C19 include diazepam (<xref ref-type="bibr" rid="B282">Jung et al., 1997</xref>), phenytoin (<xref ref-type="bibr" rid="B34">Bajpai et al., 1996</xref>; <xref ref-type="bibr" rid="B371">Mamiya et al., 1998</xref>), propranolol (<xref ref-type="bibr" rid="B423">Otton et al., 1990</xref>), selective serotonin reuptake inhibitors (SSRIs; <xref ref-type="bibr" rid="B235">Hicks et al., 2015</xref>), and tricyclics (<xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>). <italic>CYP2C18</italic> is distal to <italic>CYP2C19</italic> on chromosome 10 but appears to be expressed only at the mRNA level and not at the protein level (<xref ref-type="bibr" rid="B97">Chen and Goldstein, 2009</xref>).</p>
<p>CYP2C8 is the second most important cytochrome after CYP3A4 for the conversion of buprenorphine to its active metabolite, norbuprenorphine (<xref ref-type="bibr" rid="B447">Picard et al., 2005</xref>), and its expression is under genetic control. Work in Asian populations has identified variants that are associated with no functional enzyme, specifically the <italic>CYP2C8<sup>&#x2217;</sup>5.001</italic>, the <italic>CYP2C8<sup>&#x2217;</sup>7.001</italic>, and the <italic>CYP2C8<sup>&#x2217;</sup>11.001</italic> at 0.006, 0.0025, and 0.003 (in Koreans; 0.01 in Vietnamese and 0.0014 in Chinese) frequency, respectively in E. Asian populations tested (<xref ref-type="bibr" rid="B524">Soyama et al., 2002</xref>; <xref ref-type="bibr" rid="B234">Hichiya et al., 2005</xref>; <xref ref-type="bibr" rid="B606">Yeo et al., 2011</xref>).</p>
<p>CYP2C9 metabolizes phenytoin. It is also relevant to drugs prescribed to treat physical comorbidities in those with chronic mental health conditions. These include anti-diabetic agents (such as tolbutamide, glimepiride, and nateglinide), angiotensin II blockers (losartan, valsartan, candesartan, and irbesartan), fluvastatin, warfarin, and nonsteroidal anti-inflammatory drugs including COX2 inhibitors (e.g., celecoxib) (<xref ref-type="bibr" rid="B386">Michaels and Wang, 2014</xref>). Of the reduced function variants, <italic>CYP2C9<sup>&#x2217;</sup>2</italic> and <italic>CYP2C9<sup>&#x2217;</sup>3</italic> are the most common, and have been studied in relation to the metabolism of drugs with a narrow therapeutic index, such as phenytoin, tolbutamide, and warfarin (<xref ref-type="bibr" rid="B343">Lee et al., 2002</xref>). The functional mutations in <italic>CYP2C9<sup>&#x2217;</sup>2</italic> and <italic>CYP2C9<sup>&#x2217;</sup>3</italic> are rs1799853 and rs1057910, leading to Arg144Cys and Ile259Leu substitutions. <italic>CYP2C9<sup>&#x2217;</sup>2</italic> is associated with a 10-fold lower V<sub><italic>max</italic></sub> and 2-fold lower V<sub><italic>m</italic></sub> for (<italic>S</italic>)-warfarin hydroxylation. Median daily warfarin dose was in one study 4.0, 2.9, 2.6, and 1 mg for individuals of <italic>CYP2C9<sup>&#x2217;</sup>1/<sup>&#x2217;</sup>1</italic>, <italic>CYP2C9<sup>&#x2217;</sup>1/<sup>&#x2217;</sup>2</italic>, <italic>CYP2C9<sup>&#x2217;</sup>1/<sup>&#x2217;</sup>3</italic>, and <italic>CYP2C9</italic> homozygous mutant genotype, respectively (<xref ref-type="bibr" rid="B296">King et al., 2004</xref>). Individuals who are affected by two reduced function alleles have a greater chance of ADRs such as gastrointestinal bleeding from NSAIDs (<xref ref-type="bibr" rid="B376">Martinez et al., 2004</xref>), hypoglycemia (<xref ref-type="bibr" rid="B248">Holstein et al., 2005</xref>), and bleeding from warfarin (<xref ref-type="bibr" rid="B413">Ogg et al., 1999</xref>). In a GWAS of response to warfarin, a <italic>CYP2C9</italic> marker was separately genotyped in addition to the array-based genomic analysis and was identified as the top signal (<xref ref-type="bibr" rid="B539">Takeuchi et al., 2009</xref>). Predictive modeling followed, and included a target of the drug (<italic>VKORC1</italic>), as well as <italic>CYP2C9</italic> (<xref ref-type="bibr" rid="B161">Eriksson and Wadelius, 2012</xref>; <xref ref-type="bibr" rid="B361">Maagdenberg et al., 2018</xref>); the FDA label summarizes findings of a meta-analysis in which patients carrying at least one copy of the <italic>CYP2C9<sup>&#x2217;</sup>2</italic> or <italic>CYP2C9<sup>&#x2217;</sup>3</italic> alleles required a mean daily warfarin dose 17 or 37%, respectively less than wild-type individuals (<xref ref-type="bibr" rid="B491">Sanderson et al., 2005</xref>).</p>
<p>Like many CYPs (<xref ref-type="bibr" rid="B285">Kalow and Tyndale, 1992</xref>), CYP2C19 is also expressed extrahepatically in multiple tissues including in the brain (<xref ref-type="bibr" rid="B10">Aitchison et al., 2010</xref>). Substrates of this enzyme include: diazepam and its metabolite desmethyldiazepam, moclobemide (<xref ref-type="bibr" rid="B478">Roh et al., 1996</xref>), SSRIs (fluoxetine, sertraline, paroxetine, citalopram, escitalopram), tertiary amine tricyclics (e.g., amitriptyline, imipramine, and clomipramine), as well as clozapine, olanzapine, phenytoin, and propranolol to lesser extents. The SSRIs fluoxetine and fluvoxamine also inhibit CYP2C19 (<xref ref-type="bibr" rid="B450">Preskorn, 1997</xref>). Conversely, phenothiazines represented by perazine and promazine have been shown to induce this CYP enzyme (<xref ref-type="bibr" rid="B596">W&#x00F3;jcikowski et al., 2012</xref>). Other substrates include the anticoagulant clopidogrel, cyclophosphamide, nelfinavir, proguanil, proton pump inhibitors [omeprazole (<xref ref-type="bibr" rid="B286">Karam et al., 1996</xref>) and pantoprazole], thalidomide, and voriconazole (<xref ref-type="bibr" rid="B144">Desta et al., 2002</xref>). Of the 35 allelic variants described in the CYP Database, <italic>CYP2C19<sup>&#x2217;</sup>2</italic>-<italic><sup>&#x2217;</sup>8</italic> are the most common loss of function (poor metabolizer or PM) haplotypes.</p>
<p>There is substantial interethnic variation in the incidence of PMs of CYP2C19, being 2&#x2013;5% in Whites, 2% in Saudi Arabians, 4% in Black Zimbabweans, 5% in Ethiopians, 13% in Koreans, 15&#x2013;17% in Chinese, 21% in Indians, and 18&#x2013;23% in Japanese (<xref ref-type="bibr" rid="B162">Evans et al., 1995</xref>; <xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>). When the square root of the PM phenotypic frequency (equal to the frequency of PM <italic>CYP2C19</italic> alleles) is plotted versus longitude, an increase in this value versus longitude may be seen, with an increment in the value occurring between Saudi Arabia and Bombay (<xref ref-type="bibr" rid="B162">Evans et al., 1995</xref>; <xref ref-type="bibr" rid="B488">Saeed and Mayet, 2013</xref>). The increasing frequency of PMs is mainly owing to the higher frequencies of the null haplotypes <italic>CYP2C19<sup>&#x2217;</sup>2</italic> and <italic>CYP2C19<sup>&#x2217;</sup>3</italic>. The most common gain-of-function haplotype is the c.&#x2212;806C&#x003E;T (rs12248560) defining the <italic>CYP2C19<sup>&#x2217;</sup>17</italic> haplotype. Of note, however, this may be found in combination with loss-of-function variants such as the c.1A&#x003E;G (rs28399504) associated with the <italic>CYP2C19<sup>&#x2217;</sup>4</italic> haplotype, or another loss of function variant (c.463G&#x003E;T) (<xref ref-type="bibr" rid="B497">Scott et al., 2012</xref>, <xref ref-type="bibr" rid="B498">2013</xref>; <xref ref-type="bibr" rid="B520">Skierka and Black, 2014</xref>). It is therefore necessary to accurately characterize haplotypes with the c.&#x2212;806C&#x003E;T. Tables available via PharmGKB<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> provides further details on <italic>CYP2C19</italic> haplotype frequencies by ethnic group.</p>
<p>The most common PM haplotype is <italic>CYP2C19<sup>&#x2217;</sup>2</italic>, which accounts for about 86% of all the PMs in the White population and 69&#x2013;87% in the E. Asian population. The substitution of G681A in exon 5 of the <italic>CYP2C19<sup>&#x2217;</sup>2</italic> haplotype creates an aberrant splice site (<xref ref-type="bibr" rid="B137">de Morais et al., 1994</xref>). The second most common PM haplotype is <italic>CYP2C19<sup>&#x2217;</sup>3</italic>, which represents about 13&#x2013;31% of E. Asian PMs and 1.5% of White PMs. The substitution of G636A mutation in exon 4 of the <italic>CYP2C19<sup>&#x2217;</sup>3</italic> creates a premature stop codon. A third variant, <italic>CYP2C19<sup>&#x2217;</sup>4</italic> accounts for approximately 3% of White PM alleles and contains an A &#x2192; G mutation in the initiation codon (i.e., c. 1A&#x003E;G). <italic>CYP2C19<sup>&#x2217;</sup>5</italic> accounts for 1.5% of White PM alleles and is rare in E. Asians. The <italic>CYP2C19<sup>&#x2217;</sup>5</italic> haplotype is a result of a c.C1297T mutation in exon 9, in which causes an Arg433Trp change in the heme-binding region. <italic>CYP2C19<sup>&#x2217;</sup>6</italic> (a c. G395A base substitution resulting in an Arg132Gln coding change in exon 3) and <italic>CYP2C19<sup>&#x2217;</sup>7</italic> (a GT &#x2192; GA mutation in the donor splice site of intron 5 at c.819 +2) each account for a further 1.5% of White PM alleles. <italic>CYP2C19<sup>&#x2217;</sup>8</italic>, a T358C substitution in exon 3 that result in a Trp120Arg change, is a less common PM allele. The products of <italic>CYP2C19<sup>&#x2217;</sup>6</italic> and <italic>CYP2C19<sup>&#x2217;</sup>8</italic> show reduced catalytic activity (2% and 9% of wild-type S-mephenytoin hydroxylase activity, respectively); the others described above are associated with failure to express active CYP2C19. <italic>CYP2C19<sup>&#x2217;</sup>2A</italic> and <italic>CYP2C19<sup>&#x2217;</sup>3</italic> have both been identified in an Ethiopian population and found to account for all the PM alleles in the 114 individuals studied (<xref ref-type="bibr" rid="B441">Persson et al., 1996</xref>).</p>
<p>In CYP2C19 PMs, diazepam clearance is significantly lower than in NMs (<xref ref-type="bibr" rid="B48">Bertilsson, 1995</xref>). The mean clearance is lower in Chinese compared to Whites. Owing to the relatively high frequency of PMs in E. Asians, there is a greater frequency of individuals carrying one PM haplotype (i.e., heterozygous PMs). Consistent with this, &#x201C;many Hong Kong physicians routinely prescribe smaller diazepam doses for Chinese than for white Whites&#x201D; (<xref ref-type="bibr" rid="B328">Kumana et al., 1987</xref>). The main variant responsible for this effect is the G681A, which has a gene-dosage association effect on diazepam clearance (<xref ref-type="bibr" rid="B458">Qin et al., 1999</xref>). For recent data on antidepressants and CYP2C19, see the relevant section. Dose adjustment by <italic>CYP2C19</italic> genotype has been published for amitriptyline, citalopram, clomipramine, imipramine, moclobemide, and trimipramine (<xref ref-type="bibr" rid="B299">Kirchheiner et al., 2001</xref>). CYP2C19 PMs show a significantly higher efficacy for triple therapy for <italic>Helicobacter pylori</italic> (proton pump inhibitor, clarithromycin, and amoxicillin) (<xref ref-type="bibr" rid="B306">Klotz, 2006</xref>, <xref ref-type="bibr" rid="B307">2009</xref>).</p>
</sec>
<sec id="S3.SS5.SSS2">
<title><italic>CYP2D</italic> Subfamily</title>
<p>The <italic>CYP2D</italic> subfamily consists of a gene cluster comprising <italic>CYP2D6</italic>, with two pseudogenes, <italic>CYP2D7</italic> and <italic>CYP2D8</italic> (<xref ref-type="bibr" rid="B604">Yasukochi and Satta, 2011</xref>). CYP2D6 accounts for 1.5% of microsomal CYP content in the liver (<xref ref-type="bibr" rid="B386">Michaels and Wang, 2014</xref>), and is involved in metabolizing the majority of psychotropic drugs (<xref ref-type="bibr" rid="B52">Bertilsson et al., 2002</xref>). It is also expressed in other organs, including the brain (<xref ref-type="bibr" rid="B406">Niznik et al., 1990</xref>; <xref ref-type="bibr" rid="B285">Kalow and Tyndale, 1992</xref>; <xref ref-type="bibr" rid="B508">Siegle et al., 2001</xref>; <xref ref-type="bibr" rid="B10">Aitchison et al., 2010</xref>), and has been associated with synthesis of neurotransmitters (<xref ref-type="bibr" rid="B613">Yu et al., 2003</xref>; <xref ref-type="bibr" rid="B405">Niwa et al., 2017</xref>). The <italic>CYP2D6</italic> gene is highly polymorphic, even compared to some of the other CYPs (<xref ref-type="bibr" rid="B443">Pharmacogene Variation Consortium: CYP2D6</xref>). It is the most extensively studied genetically variable drug metabolizing enzyme (<xref ref-type="bibr" rid="B52">Bertilsson et al., 2002</xref>; <xref ref-type="bibr" rid="B258">Ingelman-Sundberg, 2004b</xref>), and has over 110 unique alleles identified (<xref ref-type="bibr" rid="B292">Kertesz et al., 2007</xref>).</p>
<p>These studies have revealed that there is significant variation of allelic variants between ethnic groups (<xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>)<sup><xref ref-type="fn" rid="footnote3">3</xref></sup>. For example, the <italic>CYP2D6<sup>&#x2217;</sup>4</italic> haplotype (previously known as g.1846G&#x003E;A, genomic location of NG_008376.3 (<xref ref-type="bibr" rid="B465">Reference SNP (refSNP) Cluster Report: rs3892097</xref>) 1847G&#x003E;A, <xref ref-type="bibr" rid="B205">Gough et al., 1990</xref>; <xref ref-type="bibr" rid="B219">Hanioka et al., 1990</xref>; <xref ref-type="bibr" rid="B284">Kagimoto et al., 1990</xref>) has a frequency of 19% in Whites (approximately 70&#x2013;90% of all the PM alleles) (<xref ref-type="bibr" rid="B14">Aitchison et al., 1999</xref>), and 6% in Africans and 1% in South Asians (<xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>; <xref ref-type="bibr" rid="B372">Mammen et al., 2018</xref>). The second most frequent PM haplotype in Whites (2&#x2013;2.5%) is <italic>CYP2D6<sup>&#x2217;</sup>5</italic> (<xref ref-type="bibr" rid="B14">Aitchison et al., 1999</xref>), which represents a complete gene deletion, and occurs at a frequency of 5.3, 2.9, and 2.9% in Africans, Asians, and Hispanics, respectively (<xref ref-type="bibr" rid="B71">Bradford, 2002</xref>; <xref ref-type="bibr" rid="B139">Del Tredici et al., 2018</xref>). The <italic>CYP2D6<sup>&#x2217;</sup>10</italic> haplotype has key C188T and G4268C base substitutions in exons 1 and 9, respectively, that result in Pro34Ser and Ser486Thr amino acid substitutions (<xref ref-type="bibr" rid="B609">Yokota et al., 1993</xref>; <xref ref-type="bibr" rid="B489">Sakuyama et al., 2008</xref>). This haplotype is associated with reduced enzymatic activity (<xref ref-type="bibr" rid="B276">Johansson et al., 1994</xref>). With an allelic frequency of 0.43, it is very high in East Asians (<xref ref-type="bibr" rid="B13">Aitchison et al., 2000c</xref>; <xref ref-type="bibr" rid="B372">Mammen et al., 2018</xref>), and similar to other reduced activity metabolizers has been associated with ADRs such as tardive dyskinesia (<xref ref-type="bibr" rid="B414">Ohmori et al., 1998</xref>; <xref ref-type="bibr" rid="B456">Puangpetch et al., 2016</xref>). However, some of these apparent <italic>CYP2D6<sup>&#x2217;</sup>10</italic> alleles may in fact be <italic>CYP2D6<sup>&#x2217;</sup>36</italic> hybrid alleles. The <italic>CYP2D6<sup>&#x2217;</sup>17</italic> haplotype exhibits a similar reduction in enzymatic activity (<xref ref-type="bibr" rid="B379">Masimirembwa et al., 1996</xref>; <xref ref-type="bibr" rid="B421">Oscarson et al., 1997</xref>), and is found predominantly in Africans, with frequencies of 34% in Zimbabwe, 28% in Ghana, 17% in Tanzania, and 9% in Ethiopia (<xref ref-type="bibr" rid="B52">Bertilsson et al., 2002</xref>). <italic>CYP2D6<sup>&#x2217;</sup>41</italic> is the most common reduced activity (IM) haplotype in Whites, a key SNP 2989G&#x003E;A (genomic position on NG_008376.3 7189G&#x003E;A) occupying an intronic position leading to a splicing defect (<xref ref-type="bibr" rid="B460">Raimundo et al., 2000</xref>, <xref ref-type="bibr" rid="B461">2004</xref>; <xref ref-type="bibr" rid="B463">Rau et al., 2006</xref>; <xref ref-type="bibr" rid="B553">Toscano et al., 2006</xref>; <xref ref-type="bibr" rid="B238">Hicks et al., 2013</xref>, <xref ref-type="bibr" rid="B236">2016</xref>; <xref ref-type="bibr" rid="B584">Wang et al., 2014</xref>). Tables available via PharmGKB<sup><xref ref-type="fn" rid="footnote4">4</xref></sup> provides details of <italic>CYP2D6</italic> haplotype frequencies by ethnic group.</p>
<p>At the opposite end of the activity spectrum are the UM allelic variants, which most commonly have extra functional copies of the <italic>CYP2D6</italic> gene in tandem on the chromosome, seen at a frequency of 0.9&#x2013;4% in Whites (<xref ref-type="bibr" rid="B275">Johansson et al., 1993</xref>; <xref ref-type="bibr" rid="B14">Aitchison et al., 1999</xref>). An apparently less common mechanism for UM alleles is upregulation of gene expression owing to SNP-related enhancer activity (<xref ref-type="bibr" rid="B583">Wang et al., 2015</xref>). Individuals possessing UM alleles were first identified as having lower than expected blood concentration of tricyclic antidepressants such as clomipramine (<xref ref-type="bibr" rid="B53">Bertilsson et al., 1993a</xref>, <xref ref-type="bibr" rid="B54">b</xref>; <xref ref-type="bibr" rid="B128">Dalen et al., 1998</xref>; <xref ref-type="bibr" rid="B475">Roberts et al., 2004</xref>). <italic>CYP2D6</italic> gene duplication or multiplication events occur at rates up to 29% in Ethiopians (<xref ref-type="bibr" rid="B17">Aklillu et al., 1996</xref>) by old techniques such as restriction fragment length polymorphism, and remain to be accurately characterized in terms of frequency using more current approaches.</p>
<p>The diversity in <italic>CYP2D6</italic> phenotype has clinical implications (<xref ref-type="bibr" rid="B259">Ingelman-Sundberg, 2005</xref>). Individuals with two PM haplotypes have no functional enzyme, are classified as PMs, and are more prone to ADRs for drugs with a narrow therapeutic window (<xref ref-type="bibr" rid="B528">Steimer et al., 2004</xref>, <xref ref-type="bibr" rid="B527">2005</xref>). At the other end of the spectrum, UMs may also show more ADRs, such as tardive dyskinesia (<xref ref-type="bibr" rid="B313">Koola et al., 2014</xref>) or symptoms of morphine overdose on codeine (<xref ref-type="bibr" rid="B115">Crews et al., 2014</xref>), owing to enhanced formation of toxic metabolites (<xref ref-type="bibr" rid="B448">Pinto and Dolan, 2011</xref>). Variation in <italic>CYP2D6</italic> is highly relevant to psychiatry: for most antidepressants and antipsychotics, there are clinical guidelines that state that pharmacogenomic information for <italic>CYP2D6</italic> could or should be used in prescribing (<xref ref-type="bibr" rid="B69">Bousman et al., 2019a</xref>). A review with modeling found that for antidepressants metabolized by CYP2D6, normal metabolizers (NMs) would require at least double the dose required by PMs, while cost analyses have associated PM status with not only higher ADRs but also with more drop outs from treatment (<xref ref-type="bibr" rid="B104">Chou et al., 2003</xref>; <xref ref-type="bibr" rid="B301">Kirchheiner et al., 2004</xref>; <xref ref-type="bibr" rid="B620">Zhou et al., 2004</xref>; <xref ref-type="bibr" rid="B542">Tanner et al., 2020</xref>).</p>
<p>Haplotype functionality may be used to derive an activity score (<xref ref-type="bibr" rid="B90">Caudle et al., 2020</xref>), with resources provided by PharmGKB to assist with this process.<sup>3</sup> In the most recent update, the activity score of the <italic>CYP2D6<sup>&#x2217;</sup>10</italic> haplotype was adjusted from 0.5 to 0.25, and the phenotype assignment for an activity score of 1 adjusted from NM to IM.</p>
</sec>
<sec id="S3.SS5.SSS3">
<title><italic>CYP2E</italic> Subfamily</title>
<p>A relatively small number of allelic variants have been identified for <italic>CYP2E1</italic>, such as <italic>CYP2E1<sup>&#x2217;</sup>2</italic>, which is associated with reduced enzyme activity (<xref ref-type="bibr" rid="B252">Hu et al., 1997</xref>; <xref ref-type="bibr" rid="B387">Mittal et al., 2015</xref>). This enzyme is produced primarily in the liver, although it is also found in the brain (<xref ref-type="bibr" rid="B188">Garc&#x00ED;a-Su&#x00E1;stegui et al., 2017</xref>), and is responsible for metabolizing ethanol (into acetaldehyde), paracetamol/acetaminophen, and other substances into reactive intermediates, whose toxicity is enhanced in alcoholics (<xref ref-type="bibr" rid="B91">Cederbaum, 2012</xref>). Indeed, CYP2E1 is responsible for 20% of total ethanol metabolism (to which other enzymes such as catalases also contribute) (<xref ref-type="bibr" rid="B228">Heit et al., 2013</xref>). Gene transcription is induced by ethanol consumption (a moderate level of intake at 140 g ethanol per week producing an increase in expression of CYP2E1 in the intestine, but not in the liver; <xref ref-type="bibr" rid="B347">Liangpunsakul et al., 2005</xref>). Interestingly, a 96-bp insertion polymorphism in the <italic>CYP2E1</italic> gene, which is associated with higher activity of the encoded enzyme, has been proposed as a possible protective factor against alcoholism (<xref ref-type="bibr" rid="B82">Cartmell et al., 2005</xref>). In addition to its relevance to alcohol use disorders, the role of CYP2E1 in metabolizing ethanol is a potential alcohol&#x2013;drug interaction site. With occasional alcohol usage, medications such as clozapine at least partly metabolized by CYP2E1 may have their half-life increased owing to competitive inhibition with alcohol. With chronic alcohol use, the induction effect predominates, thus reducing the efficacy of CYP2E1-dependent drugs by decreasing half-life (<xref ref-type="bibr" rid="B91">Cederbaum, 2012</xref>).</p>
<p>In mice, tobacco smoke induces CYP2E1 activity in the lungs, liver and kidney (<xref ref-type="bibr" rid="B618">Zevin and Benowitz, 1999</xref>). In male smokers, CYPE1 clearance may be increased (<xref ref-type="bibr" rid="B47">Benowitz et al., 1999</xref>). There may additionally be a complicated interaction effect of smoking and alcohol at CYP2E1, whereby CYP2E1 activity (as measured by chlorzoxazone metabolism) appears to be enhanced in non-alcoholic female smokers (<xref ref-type="bibr" rid="B197">Girre et al., 1994</xref>), while in males (<xref ref-type="bibr" rid="B250">Howard et al., 2003</xref>) <italic>CYP2E1<sup>&#x2217;</sup>1D</italic> has been associated with nicotine and alcohol co-dependence in one study (<xref ref-type="bibr" rid="B250">Howard et al., 2003</xref>), which was not replicated in Taiwanese (<xref ref-type="bibr" rid="B253">Huang et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="S3.SS6">
<title>The <italic>CYP3</italic> family</title>
<p>The CYP3 family comprises the <italic>CYP3A</italic> subfamily of four genes (<italic>CYP3A4</italic>, <italic>CYP3A5</italic>, <italic>CYP3A7</italic>, and <italic>CYP3A43</italic>) and two pseudogenes (<italic>CYP3AP1</italic> and <italic>CYP3AP2</italic>). CYP3A4 is the most abundant, although CYP3A4 and CYP3A5 have overlapping substrate specificity and in those deficient in CYP3A4, CYP3A5 and other members of the CYP3A family become crucial. The sum of the activity of all CYP3As is the total CYP3A activity, which is responsible for metabolizing &#x223C;50% of all clinically relevant drugs (<xref ref-type="bibr" rid="B208">Guengerich, 1999</xref>; <xref ref-type="bibr" rid="B78">Bu, 2006</xref>) as well as endogenous and exogenous steroids. They are found mainly in the liver, with lower concentrations found in the intestine, respiratory tract, brain, lung and kidney (<xref ref-type="bibr" rid="B505">Shimada et al., 1994</xref>). Owing to their intestinal and hepatic locations, these enzymes play a significant role in the first pass metabolism of all orally administered drugs. Similar substrate specificity is due to high sequence similarity between the enzymes. CYP3A can exhibit substantial interindividual and interethnic variation in its enzymatic activity or expression, partly owing to genetic polymorphism, marked effects of inducers and inhibitors, and epigenetic mechanisms of regulation of gene expression. CYP3A inducers (such as carbamazepine, phenytoin, rifampicin, and phenothiazines such as perazine and promazine) can greatly decrease plasma concentrations of other CYP3A substrates, resulting in reduced efficacy of the substrate (<xref ref-type="bibr" rid="B596">W&#x00F3;jcikowski et al., 2012</xref>; <xref ref-type="bibr" rid="B211">Gupta et al., 2018</xref>). Conversely, the administration of CYP3A inhibitors (e.g., ketoconazole) can increase the plasma concentration of other substrates, increasing ADRs or even toxicity.</p>
<p>Inhibition/induction effects at the level of the intestine may be more important than those occurring at the hepatic level for certain drugs in some individuals. Indeed, the effects of efflux transporters such as p-glycoprotein can increase exposure of drugs to CYP3A enzymes in the intestine by prolonging transit time across the enterocyte (<xref ref-type="bibr" rid="B581">Wacher et al., 2001</xref>). Interestingly, there is broad overlap between substrates for and inhibitors of CYP3A enzymes and p-glycoprotein (<xref ref-type="bibr" rid="B77">Bruyere et al., 2010</xref>).</p>
<p><xref ref-type="bibr" rid="B120">CYP3A4</xref> is the most abundant CYP3A isoform in the intestine and liver (<xref ref-type="bibr" rid="B403">Nebert and Russell, 2002</xref>). Up to 30-fold interindividual variation in activity is seen (<xref ref-type="bibr" rid="B360">Ma et al., 2002</xref>); however, unlike the distribution of enzymes strongly under genetic control (such as CYP2D6), the distribution is unimodal. Some functional polymorphisms, such as <italic>CYP3A4<sup>&#x2217;</sup>22</italic> (a intron 6 SNP, rs35599367, C&#x003E;T), which is a loss of function mutation associated with 1.7&#x2013;2.5 decrease in mRNA expression for heterozygous and homozygous carriers, respectively, have been identified in East Asians (who have a lower CYP3A activity) (<xref ref-type="bibr" rid="B157">Elens et al., 2011</xref>; <xref ref-type="bibr" rid="B582">Wang et al., 2011</xref>; <xref ref-type="bibr" rid="B417">Okubo et al., 2013</xref>). Two alleles associated with no active enzyme, <italic>CYP3A4<sup>&#x2217;</sup>20</italic> and <italic>CYP3A4<sup>&#x2217;</sup>26</italic>, have also been identified (<xref ref-type="bibr" rid="B592">Westlind-Johnsson et al., 2006</xref>; <xref ref-type="bibr" rid="B591">Werk et al., 2014</xref>). Recent screening of over 1000 Han Chinese for mutations in CYP3A4 found seven novel exonic variants (<italic>CYP3A4<sup>&#x2217;</sup>28-<sup>&#x2217;</sup>34</italic>) (<xref ref-type="bibr" rid="B251">Hu et al., 2017</xref>).</p>
<p>Midazolam clearance or an erythromycin breath test may be used <italic>in vivo</italic> to measure the activity of CYP3A enzyme in both the intestinal epithelium and liver (<xref ref-type="bibr" rid="B198">Goh et al., 2002</xref>). Alfentanil is demethylated by CYP3A4 and may be a useful CYP3A probe due to the pupillary response to alfentanil (<xref ref-type="bibr" rid="B41">Baririan et al., 2005</xref>; <xref ref-type="bibr" rid="B304">Klees et al., 2005</xref>). Other probes for <italic>in vivo</italic> CYP3A activity include: alprazolam (4-hydroxylation), cortisol (6-&#x03B2; hydroxylation), dextromethorphan (<italic>N</italic>-demethylation), diazepam (<italic>N</italic>-demethylation), nifedipine (oxidation), terfenadine (C-hydroxylation), testosterone (6-&#x03B2; hydroxylation), and triazolam (1-hydroxylation) (<xref ref-type="bibr" rid="B283">Jurica and Sulcova, 2012</xref>). Itraconazole and ketoconazole are potent CYP3A4 inhibitors (<xref ref-type="bibr" rid="B283">Jurica and Sulcova, 2012</xref>). Due to the presence of multiple substrate binding domains within CYP3A4, the use of at least two structurally unrelated probe substrates is recommended when investigating inhibition effects; crystal structures show that multiple substrate/inhibitor molecules may be simultaneously bound (<xref ref-type="bibr" rid="B317">Korzekwa et al., 1998</xref>; <xref ref-type="bibr" rid="B496">Schrag and Wienkers, 2001</xref>; <xref ref-type="bibr" rid="B557">Tucker et al., 2001</xref>; <xref ref-type="bibr" rid="B155">Ekroos and Sjogren, 2006</xref>; <xref ref-type="bibr" rid="B175">Foti et al., 2010</xref>).</p>
<p>Although various functional genetic variants have been identified as above outlined, these do not account for the degree of phenotypic variation in enzyme activity seen at the population level. The major mechanisms for the regulation of CYP3A expression in fact appear to be epigenetic, including DNA methylation (<xref ref-type="bibr" rid="B130">Dannenberg and Edenberg, 2006</xref>), histone acetylation, and miRNA-mediated mechanisms. In the 5&#x2019;-region of CYP3A4 gene, histone acetylation occurs in response to the pregnane X receptor (PXR) agonist rifampicin (<xref ref-type="bibr" rid="B600">Xie et al., 2009</xref>). CYP3A4 is also regulated in the promoter region of the constitutive androstane receptor (CAR) in response to dexamethasone at a lower rate of expression (<xref ref-type="bibr" rid="B29">Assenat et al., 2004</xref>). In addition, hepatocyte nuclear factor 4&#x03B1; can regulate the gene expression of PXR and CAR mediated xenobiotic induction of CYP3A4 (<xref ref-type="bibr" rid="B551">Tirona et al., 2003</xref>). In regard to miRNA-mediated mechanisms, miR-27b regulates CYP3A4 expression by binding to the 3&#x2019;untranslated region (UTR) of CYP3A4 mRNA (<xref ref-type="bibr" rid="B433">Pan et al., 2009</xref>), miR-148a regulates other liver specific genes by binding to the 3&#x2019;UTR of PXR mRNA (<xref ref-type="bibr" rid="B538">Takagi et al., 2008</xref>), and the vitamin D receptor (VDR, also an indirect modulator of CYP3A) may be downregulated by miR-27b (<xref ref-type="bibr" rid="B346">Li et al., 2015</xref>). Targets genes of the PXR are <italic>CYP3A4</italic>, <italic>CYP2B6</italic>, <italic>MDR1</italic>, members of UGT superfamily, multidrug resistance-related protein-3 (MRP3), and organic anion transporting polypeptide-2 (OARP-2) transporters (<xref ref-type="bibr" rid="B303">Klaassen and Slitt, 2005</xref>; <xref ref-type="bibr" rid="B552">Tolson and Wang, 2010</xref>) in multiple cell types. P-glycoprotein expression at the blood brain barrier is regulated by PXR activation (<xref ref-type="bibr" rid="B43">Bauer et al., 2004</xref>). The PXR is also known as the steroid and xenobiotic receptor (SXR); tamoxifen activates both <italic>CYP3A4</italic> and <italic>MDR1</italic> gene expression through the PXR/SXR in the breast cancer cells (<xref ref-type="bibr" rid="B397">Nagaoka et al., 2006</xref>). CAR, PXR, and VDR are members of the nuclear receptor family that also includes FXR, LXR, RXR, and PPAR&#x03B1;, which together participate in the complex coordinated regulation of transcription of drug metabolizing enzyme and transporter genes (<xref ref-type="bibr" rid="B122">Czekaj, 2000</xref>; <xref ref-type="bibr" rid="B123">Czekaj and Skowronek, 2012</xref>). Genetic variants in nuclear receptors contribute to interindividual differences in response to drugs that are metabolized by CYP3A enzymes (<xref ref-type="bibr" rid="B335">Lamba and Schuetz, 2008</xref>).</p>
<p>The <italic>CYP3A5<sup>&#x2217;</sup>3</italic> (6981A&#x003E;G) and <italic>CYP3A5<sup>&#x2217;</sup>6</italic> (14685G&#x003E;A) splice site variants are associated with no functional protein (<xref ref-type="bibr" rid="B326">Kuehl et al., 2001</xref>; <xref ref-type="bibr" rid="B444">PharmVar CYP3A5 Page</xref>, retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.pharmvar.org/gene/CYP3A5">https://www.pharmvar.org/gene/CYP3A5</ext-link>). The <italic>CYP3A5<sup>&#x2217;</sup>7</italic> variant (27126_27127insT) is also associated with CYP3A5 poor metabolizer status (<xref ref-type="bibr" rid="B255">Hustert et al., 2001</xref>).<sup><xref ref-type="fn" rid="footnote5">5</xref></sup> The majority (80&#x2013;85%) of White people are <italic>CYP3A5<sup>&#x2217;</sup>3/<sup>&#x2217;</sup>3</italic> genotype, which means they are CYP3A5 poor metabolizers (<xref ref-type="bibr" rid="B572">van Schaik et al., 2002</xref>). Owing to this and other factors affecting CYP3A expression (see below), CYP3A5 is expressed more frequently in those of African descent compared to Whites (55% vs 33% in one study of 47 livers <xref ref-type="bibr" rid="B326">Kuehl et al., 2001</xref>), However, as the lists of medications metabolized by CYP3A4 and by CYP3A5 overlap with each other and the sum of the activity in both of these enzymes is the total CYP3A activity, for many medications CYP3A4 is able to substitute for CYP3A5 in those who are CYP3A5 poor metabolizers. For those who are CYP3A5 extensive (normal) metabolizers, they require lower than the usual dose (of relevant medications such as tacrolimus) prescribed for Whites (<xref ref-type="bibr" rid="B59">Birdwell et al., 2015</xref>). Functional effects of combined CYP3A4 and CYP3A5 enzyme deficiency may be marked (<xref ref-type="bibr" rid="B591">Werk et al., 2014</xref>).</p>
<p>Whilst <italic>CYP3A7</italic> is mainly found in embryonic, fetal, and newborn liver, it may persist; it metabolizes dehydroepiandrosterone and its sulfate (DHEA-S). Persistent CYP3A7 expression in adults and lower levels of DHEA-S in women with polycystic ovary syndrome has been associated with a promoter variant, <italic>CYP3A7<sup>&#x2217;</sup>1C</italic> (<xref ref-type="bibr" rid="B204">Goodarzi et al., 2008</xref>). Two pseudogenes are found between <italic>CYP3A7</italic> and <italic>CYP3A5</italic> (<italic>CYP3A7-3AP1</italic> and <italic>CYP3A7-CYP3AP;</italic> <xref ref-type="bibr" rid="B404">Nelson et al., 2004</xref>; CYP3A5 RefSeqGene on chromosome 7, 2020, retrieved from <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/NG_007938.2">https://www.ncbi.nlm.nih.gov/nuccore/NG_007938.2</ext-link>).</p>
<p>Of the total CYP3A hepatic content, <italic>CYP3A43</italic> represents a relatively low proportion. Variants in this gene have nonetheless been identified and analyzed for association with clearance of antipsychotics (<xref ref-type="bibr" rid="B574">Variant Annotations</xref>). A frameshift mutation is present (c.74delA from the sequence start or c.-30delA from the ATG start, rs61469810), leading to a premature stop codon, a missense mutation (c.1018C&#x003E;G/P340A, rs680055), and other silent/non-functional mutations. Increased olanzapine clearance in association with rs472660 AA genotype in the CATIE sample was found in an analysis of <italic>CYP3A43</italic> markers available on a particular array (the Affymetrix 500K) (<xref ref-type="bibr" rid="B58">Bigos et al., 2011</xref>). The A variant appears more frequent in those of African descent; after accounting for <italic>CYP3A43</italic> genotype, race was no longer a significant predictor of olanzapine clearance.</p>
</sec>
</sec>
<sec id="S4">
<title>Flavin-Containing Monooxygenase</title>
<p>There are six human FMOs (<xref ref-type="bibr" rid="B323">Krueger et al., 2002</xref>), encoding enzymes FMO1-5 (the sixth gene is a pseudogene). FMO substrates include CPZ, trifluoperazine, prochlorperazine, promazine, promethazine, and other phenothiazines (<xref ref-type="bibr" rid="B355">Lomri et al., 1993</xref>), amphetamines, clomipramine, clozapine, desipramine, imipramine, ketoconazole, methamphetamine, moclobemide, olanzapine, ranitidine, and tamoxifen (<xref ref-type="bibr" rid="B45">Beedham, 1997</xref>; <xref ref-type="bibr" rid="B390">Motika et al., 2007</xref>; <xref ref-type="bibr" rid="B174">Foti and Dalvie, 2016</xref>).</p>
<p><italic>FMO1</italic> is expressed in adult kidney, intestine, and fetal liver (<xref ref-type="bibr" rid="B607">Yeung et al., 2000</xref>). Lower quantities are found in other organs such as the ovaries, testis, adrenal gland and bladder. Substrates include psychotropics mentioned above, disulfiram, nicotine, and pesticides (<xref ref-type="bibr" rid="B446">Phillips and Shephard, 2017</xref>). Some of the variability in <italic>FMO1</italic> expression can be accounted for by a promoter SNP (characterizing the <italic>FMO1<sup>&#x2217;</sup>6</italic> allele), which has a frequency of 30, 13, and 11% in Hispanics, those of African descent, and Europeans, respectively.</p>
<sec id="S4.SS1">
<title>Flavin-Containing Monooxygenase 2</title>
<p>Flavin-containing monooxygenase 2 (<italic>FMO2</italic>) is expressed in the lungs. The majority of Whites and Asians are homozygous for a non-functional allele: <italic>FMO2</italic><sup>&#x2217;</sup>2A (a C&#x003E;T mutation at position 1414 that results in a premature stop codon). The wild-type (<italic>FMO2<sup>&#x2217;</sup>1</italic>) haplotype is found in African-Americans (26%), Puerto Ricans (7%) and Mexicans (2%) (<xref ref-type="bibr" rid="B593">Whetstine et al., 2000</xref>; <xref ref-type="bibr" rid="B184">Furnes et al., 2003</xref>). In some populations in Africa, the frequency approaches 50% (<xref ref-type="bibr" rid="B575">Veeramah et al., 2008</xref>). The functional haplotype protects against toxicity caused by organophosphate insecticides, however, it also increases the risk of pulmonary toxicity for chemicals containing thioureas. It can metabolize drugs including nicotine, prochlorperazine, and trifluoperazine (<xref ref-type="bibr" rid="B322">Krueger and Williams, 2005</xref>) and is responsible for activating anti-tubercular drugs. Hormones including gonadal hormones (and possibly corticosteroids &#x2013; a glucocorticoid responsive element has been found in the 5&#x2019;flanking region of the rabbit <italic>FMO2</italic> gene) regulate <italic>FMO2</italic> expression.</p>
</sec>
<sec id="S4.SS2">
<title>Flavin-Containing Monooxygenase 3</title>
<p>Flavin-containing monooxygenase 3 (FMO3)is present mainly in the liver; lower concentrations can be found in the lungs, kidneys, small intestine, and brain (<xref ref-type="bibr" rid="B98">Chen et al., 2016</xref>). Substrates include amphetamine, chlorpromazine, clozapine, imipramine, methamphetamine, and nicotine. Interindividual and interethnic protein concentration variability can be partially explained by the multiple SNPs that have been identified in the <italic>FMO3</italic> gene (<xref ref-type="bibr" rid="B85">Cashman and Zhang, 2002</xref>; <xref ref-type="bibr" rid="B323">Krueger et al., 2002</xref>). These lead to amino acid substitutions or absence of functional protein, and are associated with the autosomal recessive hereditary condition of trimethylaminuria and milder forms thereof (<xref ref-type="bibr" rid="B362">Mackay et al., 2011</xref>). One such variant (Glu158Lys or E158K) may be associated with mild trimethylaminuria and potentially greater neurotoxicity of amphetamine and methamphetamine (which are metabolized to a greater extent to hydroxylamine metabolites by the E158K compared to the wild-type enzyme) (<xref ref-type="bibr" rid="B390">Motika et al., 2007</xref>). Trimethylaminuria may be associated with various neuropsychiatric presentations, ranging from depression, anxiety, suicidality, paranoia, addiction (<xref ref-type="bibr" rid="B33">Ayesh et al., 1993</xref>) to seizures (<xref ref-type="bibr" rid="B382">McConnell et al., 1997</xref>). Flavin-containing monooxygenase 3 converts trimethylamine to trimethylamine <italic>N</italic>-oxide, which is excreted in the urine, but also appears in the sweat, saliva, breath, and vaginal secretions.</p>
<p>Flavin-containing monooxygenase 3 activity is affected by hormones (the symptoms of trimethylaminuria can be worse in women, especially after puberty, after taking oral contraceptives, and at the time of the menstrual cycle or perimenopause), dietary content (choline, lecithin, tyramine), and intestinal bacterial overgrowth (reducing trimethylamine <italic>N</italic>-oxide to trimethylamine). Brussel sprout consumption acts as an inhibitor of FMO3, decreasing FMO3 activity, and can worsen the trimethylaminuria condition (<xref ref-type="bibr" rid="B390">Motika et al., 2007</xref>). For individuals deficient in FMO3, supplementation with folate and riboflavin is indicated (<xref ref-type="bibr" rid="B390">Motika et al., 2007</xref>). Choline and lecithin are found in egg yolk, kidney, liver, legumes, peas, salt-water fish, shellfish, and soybeans. The enzyme is subject to competitive inhibition effects (e.g., by CPZ, and imipramine) (<xref ref-type="bibr" rid="B5">Adali et al., 1998</xref>). Methimazole is a potent inhibitor of both FMO1 and FMO3. Recent publications have shown that <italic>N</italic>-oxidation of nicotine mediated by FMO1 and FMO3 occurs in the brain, and, moreover, that functional variation in FMO3 (rs2266780, E308G) is associated with nicotine dependence (<xref ref-type="bibr" rid="B546">Teitelbaum et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="S5">
<title>Esterases and Microsomal Epoxide Hydrolases</title>
<p>The metabolism of approximately 10% of therapeutic drugs with ester, amide, and thioester functional groups is catalyzed by esterases (<xref ref-type="bibr" rid="B182">Fukami and Yokoi, 2012</xref>). A common family of esterases, the B-esterase family, includes cholinesterases such as acetylcholinesterase (AChE). Cholinergic transmissions are regulated by AChE, selectively inactivating acetylcholine released from the presynaptic cleft of neurons of the brain, skeletal muscle, and the autonomic nervous system (<xref ref-type="bibr" rid="B225">Hasin et al., 2005</xref>).</p>
<p>Epoxide hydrolases are a family of enzymes that transform reactive epoxide molecules into more stable and more soluble diols (<xref ref-type="bibr" rid="B156">El-Sherbeni and El-Kadi, 2014</xref>). <italic>EPHX1</italic> encodes mEH. It is a highly polymorphic gene, with over 100 SNPs identified. Enzyme activity is reduced by 40% in the variant with the c.337 T&#x003E;C SNP, and 25% in the c.416 A&#x003E;G variant (<xref ref-type="bibr" rid="B83">Caruso et al., 2014</xref>). Alcohol dependence has been associated with these SNPs (<xref ref-type="bibr" rid="B57">Bhaskar et al., 2013</xref>). Possibly altered response to carbamazepine and warfarin has been associated with genetic variants in <italic>EPHX1</italic> (<xref ref-type="bibr" rid="B400">Nakajima et al., 2005</xref>; <xref ref-type="bibr" rid="B457">Puranik et al., 2013</xref>; <xref ref-type="bibr" rid="B83">Caruso et al., 2014</xref>; <xref ref-type="bibr" rid="B124">Daci et al., 2015</xref>; <xref ref-type="bibr" rid="B352">Liu et al., 2015</xref>).</p>
</sec>
<sec id="S6">
<title>Phase II Metabolism</title>
<p>Phase II enzymes include EH, glutathione S-transferases (GSTs), <italic>N</italic>-acetyltransferases, sulfotransferases, and UDP-glucuronosyltransferases (UGTs) (<xref ref-type="bibr" rid="B268">Jancova et al., 2010</xref>), the actions of which lead to the formation of more hydrophilic molecules for renal or biliary excretion (or further metabolite activation, which may be associated with toxicity). Within these groups, the enzymes most relevant to psychotropic drug metabolism are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>CYP enzyme families most relevant to psychotropic drug metabolism.</p></caption>
<graphic xlink:href="fgene-11-491895-g001.tif"/>
</fig>
<p>Enzymes in this phase can be classified as either type I or type II conjugation. In type I, an activated conjugating agent combines with the substrate to yield a conjugated product through the addition of functional motifs (such as acetate, glutathione, glucuronate, or sulfate), consequently increasing the xenobiotic polarity and hydrophilicity. In type II conjugation, the substrate is activated and then combined with a moiety such as a methyl group or amino acid (<xref ref-type="bibr" rid="B267">Jan&#x010D;ov&#x00E1; and &#x0160;iller, 2012</xref>).</p>
<sec id="S6.SS1">
<title>Type I Conjugation</title>
<p>Cytosolic enzymes expressed in the liver and intestine are encoded by the genes NAT1 and NAT2. NAT1 shows additional wide tissue distribution (<xref ref-type="bibr" rid="B594">Windmill et al., 2000</xref>; <xref ref-type="bibr" rid="B511">Sim et al., 2007</xref>, <xref ref-type="bibr" rid="B510">2014</xref>) and is expressed in fetal and neonatal tissue, while <italic>NAT2</italic> is not expressed until approximately a year later (<xref ref-type="bibr" rid="B430">Pacifici et al., 1986</xref>; <xref ref-type="bibr" rid="B435">Pariente-Khayat et al., 1991</xref>). The substrate specificity of NAT1 and NAT2 overlaps. Moreover, genetic variants in one are linked to those in another; they can therefore act in a concerted fashion to &#x201C;cox and box&#x201D; against evolutionary selection pressures with mutually compensatory mechanisms.</p>
<p>Glutathione S-transferases are relevant not only to drug metabolism, but also to detoxification of reactive intermediates such as those formed by catecholamine peroxidation (aminochrome, dopachrome, adrenochrome) in the defense against oxidative stress (<xref ref-type="bibr" rid="B267">Jan&#x010D;ov&#x00E1; and &#x0160;iller, 2012</xref>). Glucuronosyltransferases are located mainly on the luminal membrane of the endoplasmic reticulum, and act in concert with the CYP enzymes present on the cytosolic surface (<xref ref-type="bibr" rid="B425">Ouzzine et al., 1999</xref>; <xref ref-type="bibr" rid="B262">Ishii et al., 2007</xref>). Some glucuronidated products are less active; others, such as morphine-6-glucuronide, are pharmacologically active (<xref ref-type="bibr" rid="B202">Gong et al., 1991</xref>). UDP-glucuronosyltransferase substrates of relevance to neuropsychiatry include: apomorphine, dopamine, ethanol, lamotrigine, morphine, oxazepam, serotonin, and valproic acid (<xref ref-type="bibr" rid="B134">de Leon, 2003</xref>; <xref ref-type="bibr" rid="B424">Ouzzine et al., 2014</xref>). In the; brain, UGTs are found in the endothelial cells and astrocytes of the blood&#x2013;brain barrier, as well as in the pituitary, pineal, neuro-olfactory tissue, and circumventricular organ (<xref ref-type="bibr" rid="B424">Ouzzine et al., 2014</xref>).</p>
<p>UDP-glucuronosyltransferase nomenclature is similar to that of the CYPs, with the UGT1 and UGT2 subfamilies being the most relevant for drug metabolism (<xref ref-type="bibr" rid="B363">Mackenzie et al., 2005</xref>).<sup><xref ref-type="fn" rid="footnote6">6</xref></sup> UDP-glucuronosyltransferase activity is influenced by factors including cigarette smoking, obesity, age, and gender (<xref ref-type="bibr" rid="B351">Liston et al., 2001</xref>). Although relevant to the metabolism of both endogenous and exogenous substances, there are to date relatively few studies that have both therapeutic drug monitoring data and UGT enzyme phenotype (<xref ref-type="bibr" rid="B531">Stingl et al., 2014</xref>). UGT1A4, UGT1A6, and UGT2B7 are relevant to the clearance of multiple psychotropics including valproic acid, lamotrigine, olanzapine, clozapine, paliperidone, chlorpromazine, and loxapine (<xref ref-type="bibr" rid="B531">Stingl et al., 2014</xref>; <xref ref-type="bibr" rid="B381">Mazerska et al., 2016</xref>). These enzymes are also expressed in the brain (<xref ref-type="bibr" rid="B297">King et al., 1999</xref>; <xref ref-type="bibr" rid="B192">Ghosh et al., 2013</xref>). Elevated plasma lamotrigine has been observed when given in combination with valproic acid, which has been attributed to competitive inhibition of UGT1A4 and UGT2B7 metabolism (<xref ref-type="bibr" rid="B195">Gidal et al., 2003</xref>; <xref ref-type="bibr" rid="B484">Rowland et al., 2006</xref>). Reduced lamotrigine clearance is seen in patients with benign unconjugated hyperbilirubinemia (Gilbert&#x2019;s syndrome), which is associated with the <italic>UGT1A1<sup>&#x2217;</sup>28</italic> haplotype in Whites and the <italic>UGT1A1<sup>&#x2217;</sup>6</italic> haplotype in Asians (<xref ref-type="bibr" rid="B15">Akaba et al., 1998</xref>; <xref ref-type="bibr" rid="B56">Beutler et al., 1998</xref>; <xref ref-type="bibr" rid="B40">Barbarino et al., 2014</xref>; <xref ref-type="bibr" rid="B563">UGT1A1 and common exons allele nomenclature</xref>). Some associations as yet awaiting replication have been found: elevation of valproic acid clearance in carriers of <italic>UGT1A3<sup>&#x2217;</sup>5</italic> (<xref ref-type="bibr" rid="B106">Chu et al., 2012</xref>), reduction of lamotrigine clearance by 60% in those homozygous for <italic>UGT2B7<sup>&#x2217;</sup>2</italic> (<xref ref-type="bibr" rid="B61">Blanca S&#x00E1;nchez et al., 2010</xref>), and a doubling of the clearance in <italic>UGT1A4<sup>&#x2217;</sup>3</italic> heterozygotes (<xref ref-type="bibr" rid="B209">Gulcebi et al., 2011</xref>). A doubling in the direct glucuronidation of olanzapine is seen in those of <italic>UGT1A4<sup>&#x2217;</sup>3/<sup>&#x2217;</sup>3</italic> genotype, with a reduction in those with at least one <italic>UGT2B10<sup>&#x2217;</sup>2</italic> variant (<xref ref-type="bibr" rid="B160">Erickson-Ridout et al., 2011</xref>). Individuals homozygous for the <italic>UGT2B15<sup>&#x2217;</sup>2</italic> haplotype have 50% lower benzodiazepine clearance (lorazepam, and the diazepam CYP metabolite oxazepam) (<xref ref-type="bibr" rid="B107">Chung et al., 2005</xref>; <xref ref-type="bibr" rid="B227">He et al., 2009</xref>). The 142T&#x003E;G <italic>UGT1A4</italic> polymorphism is associated with reduced clozapine and olanzapine concentrations (<xref ref-type="bibr" rid="B389">Mori et al., 2005</xref>; <xref ref-type="bibr" rid="B194">Ghotbi et al., 2010</xref>).</p>
<p>The human sulfotransferase superfamily of enzymes contains at least 13 members, with partially overlapping substrate specificity and tissue distributions (<xref ref-type="bibr" rid="B471">Riches et al., 2009</xref>). Some sulfo-conjugates are active; however, sulfo-conjugation usually reduces biological activity. For example, pregnenolone sulfate blocks the activation of GABAA receptors (<xref ref-type="bibr" rid="B367">Majewska et al., 1988</xref>), although it is a positive allosteric modulator of the NMDA receptor (<xref ref-type="bibr" rid="B599">Wu et al., 1991</xref>).</p>
</sec>
<sec id="S6.SS2">
<title>Type II Conjugation</title>
<p>Many exogenous and endogenous compounds can undergo <italic>N</italic>-, <italic>O</italic>-, <italic>S</italic>-, or arsenic-methylation (<xref ref-type="bibr" rid="B169">Feng et al., 2010</xref>). The co-factor required is <italic>S</italic>-adenosylmethionine (SAM), formed from ATP and <sc>L</sc>-methionine. Catechol <italic>O</italic>-methyltransferase (COMT) is a magnesium-dependent enzyme (<xref ref-type="bibr" rid="B32">Axelrod, 1957</xref>) that has a key role in the modulation of functions such as cardiovascular function, cognition, and pain processing, which are catechol dependent. Catechol <italic>O</italic>-methyltransferase is involved in the inactivation of catecholamine neurotransmitters (dopamine, noradrenaline), catechol-estrogens and other catechol drugs such as <sc>L</sc>&#x2013;DOPA (<xref ref-type="bibr" rid="B589">Weinshilboum et al., 1999</xref>). There two forms of COMT: a cytoplasmic soluble form (S-COMT), and a membrane-bound form (MB-COMT), located on the cytosolic side of the endoplasmic reticulum. S-COMT is found in the liver, intestine and kidney (<xref ref-type="bibr" rid="B544">Taskinen et al., 2003</xref>), whereas the MB-COMT is more highly expressed in the central nervous system (<xref ref-type="bibr" rid="B558">Tunbridge et al., 2006</xref>). The <italic>COMT</italic> Val158Met (rs4680) polymorphism has been associated with a variety of relevant phenotypes including cognition (<xref ref-type="bibr" rid="B200">Goldman et al., 2009</xref>), pain tolerance (<xref ref-type="bibr" rid="B199">Goldman, 2014</xref>), and age of onset of psychosis after adolescent cannabis consumption (<xref ref-type="bibr" rid="B86">Caspi et al., 2005</xref>; <xref ref-type="bibr" rid="B354">Lodhi et al., 2017</xref>).</p>
</sec>
</sec>
<sec id="S7">
<title>Phase III Elimination</title>
<p>The final step in drug processing is the export of compounds away from the interior of cells in an energy-dependent manner. Metabolized molecules are transported by the ATP-binding cassette (ABC) superfamily (<xref ref-type="bibr" rid="B254">Hugo Gene Nomeclature Committee, 2020</xref>); energy (ATP) is used to transport substances out of the cell against a concentration gradient in multiple different organs including the brain during this phase (<xref ref-type="bibr" rid="B138">Dean et al., 2001</xref>; <xref ref-type="bibr" rid="B65">Borst and Elferink, 2002</xref>; <xref ref-type="bibr" rid="B148">Doring and Petzinger, 2014</xref>).</p>
<p><italic>ABCB1</italic> (previously called <italic>MDR1</italic>) was the first member to be cloned (<xref ref-type="bibr" rid="B473">Riordan et al., 1985</xref>; <xref ref-type="bibr" rid="B480">Roninson et al., 1986</xref>; <xref ref-type="bibr" rid="B561">Ueda et al., 1987</xref>), with the encoded protein (p-glycoprotein or p-gp) being called multidrug resistance protein owing to the observation that it was overexpressed in tumor cells with resistance to multiple chemotherapeutic agents.</p>
<p>As reviewed by <xref ref-type="bibr" rid="B243">Hodges et al. (2011)</xref>, this protein has a complex structure. Two homologous halves each contain six transmembrane domains, which surround an aqueous pore within which conserved residues recognize a diverse range of substrates. It can distinguish stereoisomers and bind multiple substrates simultaneously in close proximity to each other, with associated allosteric, competitive and non-competitive inhibition, and cooperativity between substrates. Polymorphisms in <italic>ABCB1</italic> and their role in response to antidepressants have been reviewed (<xref ref-type="bibr" rid="B442">Peters et al., 2009</xref>; <xref ref-type="bibr" rid="B243">Hodges et al., 2011</xref>).</p>
<p>The most commonly studied variant is a triallelic SNP (c.3435T&#x003E;C, c.3435T&#x003E;G and c.3435T&#x003E;A, reverse strand) (rs1045642). The c.3435T&#x003E;C (or C3435T) is a synonymous SNP that is in linkage disequilibrium with another synonymous SNP (C1236T, rs1128503) and a coding SNP (G2677T, <xref ref-type="bibr" rid="B109">ClinVar database: rs2032582</xref>). Haplotypes such as C1236T-G2677T-C3435T that include the C3435T have been associated with reduced inhibition by cyclosporin and verapamil of p-gp mediated substrate (in this case paclitaxel) efflux, with differences being more pronounced at higher levels of p-gp expression (<xref ref-type="bibr" rid="B295">Kimchi-Sarfaty et al., 2007</xref>). Sensitivity to rapamycin inhibition was not altered (<xref ref-type="bibr" rid="B295">Kimchi-Sarfaty et al., 2007</xref>). The altered sensitivity appeared to be owing to conformational change (as indicated by the use of a conformation sensitive monoclonal antibody, <xref ref-type="bibr" rid="B295">Kimchi-Sarfaty et al., 2007</xref>). The 3435C variant frequency varies between 34 and 90% in different ethnic groups (reviewed in <xref ref-type="bibr" rid="B65">Borst and Elferink, 2002</xref>; <xref ref-type="bibr" rid="B243">Hodges et al., 2011</xref>).</p>
<p>P-gp substrates include many psychotropic drugs (e.g., fluvoxamine, paroxetine, venlafaxine, amitriptyline, desipramine, trimipramine, doxepin, olanzapine, risperidone (RIS), paliperidone, CPZ, diazepam, lamotrigine, carbamazepine, and phenytoin (<xref ref-type="bibr" rid="B566">Uhr and Grauer, 2003</xref>; <xref ref-type="bibr" rid="B210">Gunes et al., 2008</xref>; <xref ref-type="bibr" rid="B567">Uhr et al., 2008</xref>; <xref ref-type="bibr" rid="B18">Aller et al., 2009</xref>; <xref ref-type="bibr" rid="B412">O&#x2019;Brien et al., 2012</xref>; <xref ref-type="bibr" rid="B133">de Klerk et al., 2013</xref>; <xref ref-type="bibr" rid="B431">Palleria et al., 2013</xref>; <xref ref-type="bibr" rid="B359">Lund et al., 2017</xref>; UniProtKB). Data on citalopram vary depending on the model system and fluoxetine and mirtazapine are not p-gp substrates (reviewed in <xref ref-type="bibr" rid="B442">Peters et al., 2009</xref>). The list of non psychotropic substrates is extensive (reviewed in <xref ref-type="bibr" rid="B243">Hodges et al., 2011</xref>).</p>
<p>Overlapping substrate specificity with other ABC transporters is present. P-gp is expressed on the apical membrane of the intestine from the duodenum to the rectum, being coregulated with CYP3A4 in the duodenum and jejunum, and coregulated with CYP3A5 in the rectum and sigmoid colon (<xref ref-type="bibr" rid="B580">von Richter et al., 2004</xref>; <xref ref-type="bibr" rid="B562">Ufer et al., 2008</xref>; <xref ref-type="bibr" rid="B84">Cascorbi, 2011</xref>; <xref ref-type="bibr" rid="B177">Fromm and Kim, 2011</xref>). It shares substrate specificity with CYP3A4, and both are regulated by St John&#x2019;s Wort (<xref ref-type="bibr" rid="B277">Johne et al., 1999</xref>), amongst other drugs. High affinity substrates such as verapamil also inhibit p-gp at the blood&#x2013;brain barrier, causing drugs such as loperamide to affect the central nervous system (an anti-diarrheal medicine that normally has no central nervous system effects) (<xref ref-type="bibr" rid="B158">Elsinga et al., 2004</xref>). A review on the topic of p-gp and its relevance to drug&#x2013;drug interactions (DDI) underlines that data observed <italic>in vitro</italic> may not always be reflected by that seen in clinical practice <italic>in vivo</italic> (<xref ref-type="bibr" rid="B359">Lund et al., 2017</xref>). <italic>In vivo</italic> data indicate that carbamazepine and phenytoin are p-gp inducers, while fluvoxamine and paroxetine are p-gp inhibitors (<xref ref-type="bibr" rid="B359">Lund et al., 2017</xref>).</p>
<p>In the liver, p-gp levels vary 50-fold. More than 51000 mutations in the <italic>ABCB1</italic> gene region including over 137 missense<sup><xref ref-type="fn" rid="footnote7">7</xref></sup> variants have been identified. Pharmacogenetic studies to date have often focused on a limited number of SNPs, such as the three described above. Data up to 2009 in regard to associations with response to antidepressants were summarized as equivocal (<xref ref-type="bibr" rid="B442">Peters et al., 2009</xref>), with a subsequent pharmacogenetically guided clinical trial (<xref ref-type="bibr" rid="B516">Singh, 2015</xref>) and a meta-analysis including this trial concluding in favor of this gene potentially having a role in pharmacogenetically guided treatment (<xref ref-type="bibr" rid="B70">Bousman et al., 2019b</xref>). <xref ref-type="bibr" rid="B516">Singh (2015)</xref> suggests that <italic>ABCB1</italic> should be considered together with <italic>ABCC1</italic>. <xref ref-type="bibr" rid="B163">Fabbri and Serretti (2015)</xref>; <xref ref-type="bibr" rid="B345">Lett et al. (2016)</xref>, and <xref ref-type="bibr" rid="B21">Amare et al. (2017)</xref> include data on <italic>ABCB1</italic> in their antidepressant response reviews, with a recent study in an E. Asian population reporting an association with response to serotonin noradrenaline reuptake inhibitors (SNRIs; <xref ref-type="bibr" rid="B501">Shan et al., 2019</xref>). In a review on clozapine, <xref ref-type="bibr" rid="B321">Krivoy et al. (2016)</xref>, concluded that <italic>ABCB1</italic> genotypes including the C3435T were associated with clozapine concentration and response.</p>
<p>While many studies have focused on the above outlined SNPs, particularly the C3435T, an approach in which haplotypes are linked to transporter phenotypes and systematically cataloged to inform clinical association analyses is surely desirable. For example, using <italic>in silico</italic> molecular techniques to predict amino acid residues that bind to psychotropics and hence which mutations might be investigated for clinical association analyses could be an informative approach. Further, elucidating mechanisms by which different co-administered medications might interact at p-gp would be helpful.</p>
</sec>
<sec id="S8">
<title>Pharmacogenetic Associations Relevant to Psychiatry</title>
<p>After initial prescription, psychiatric medicines have a 40&#x2013;60% failure rate (<xref ref-type="bibr" rid="B113">Correll et al., 2015</xref>). Implementation of pharmacogenetics can improve current methods of physician judgment and therapeutic trials. Challenges to data standardization are prevalent (<xref ref-type="bibr" rid="B135">de Leon, 2009</xref>; <xref ref-type="bibr" rid="B369">Malhotra et al., 2012</xref>; <xref ref-type="bibr" rid="B20">Altman et al., 2013</xref>; <xref ref-type="bibr" rid="B67">Bousman and Hopwood, 2016</xref>; <xref ref-type="bibr" rid="B68">Bousman et al., 2018</xref>). To address this, the Clinical Pharmacogenetics Implementation Consortium (CPIC) was created in 2009 by PharmGKB and the Pharmacogenomics Research Network (<xref ref-type="bibr" rid="B467">Relling and Klein, 2011</xref>) to provide prescribing guidelines for genetic variants. CPIC consists of four levels of recommendation concerning drug-gene pairs (<xref ref-type="bibr" rid="B88">Caudle et al., 2016</xref>).<sup><xref ref-type="fn" rid="footnote8">8</xref></sup> Recommendation levels are denoted based on literature reviews presented to the CPIC writing committee. Evidence classifications include &#x201C;high,&#x201D; &#x201C;moderate,&#x201D; or &#x201C;weak,&#x201D; based on design, quality, and generalizability of the research. Therapeutic recommendations are graded as &#x201C;strong,&#x201D; &#x201C;moderate,&#x201D; or &#x201C;optional&#x201D; (<xref ref-type="bibr" rid="B89">Caudle et al., 2014</xref>). Guidelines focus on gene&#x2013;drug pairs where the prescribing recommendations are actionable (level A or B) (<xref ref-type="table" rid="T1">Table 1</xref>).<sup><xref ref-type="fn" rid="footnote9">9</xref></sup></p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Mental health medications: Clinical Pharmacogenetics Implementation Consortium (CPIC) evidence levels, pharmacogenomic FDA label, and associated genes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Drug</td>
<td valign="top" align="center">CPIC level</td>
<td valign="top" align="center">PharmGKB level of evidence</td>
<td valign="top" align="center">PGx on FDA label</td>
<td valign="top" align="center">Gene</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Amitriptyline</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Aripiprazole</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Atomoxetine</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Brexpiprazole</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Carbamazepine</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Genetic testing required</td>
<td valign="top" align="center"><italic>HLA-B&#x002A;1502</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>HLA-A&#x002A;3101</italic></td>
</tr>
<tr>
<td valign="top" align="left">Citalopram &#x0026; Escitalopram</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Clomipramine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">B</td>
<td valign="top" align="center">2A</td>
<td valign="top" align="justify"/>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Desipramine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Doxepin</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">B</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Fluvoxamine</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Imipramine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">B</td>
<td valign="top" align="center">2A</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Nortriptyline</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Paroxetine</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Informative PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Perphenazine</td>
<td valign="top" align="center">B/C</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Pimozide</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">Genetic testing required</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Protriptyline</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Trimipramine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">1A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">B</td>
<td valign="top" align="center">2A</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center"><italic>CYP2C19</italic></td>
</tr>
<tr>
<td valign="top" align="left">Valproic acid</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">Genetic testing required</td>
<td valign="top" align="center"><italic>POLG</italic></td>
</tr>
<tr>
<td valign="top" align="left">Venlafaxine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">2A</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
<tr>
<td valign="top" align="left">Vortioxetine</td>
<td valign="top" align="center">B</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">Actionable PGx</td>
<td valign="top" align="center"><italic>CYP2D6</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>&#x2013;Denotes information unavailable or undecided to date on CPIC guidelines.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>Prior to the implementation of CPIC, in 2005, the Royal Dutch Pharmacists Association established a similar body, the Dutch Pharmacogenetics Working Group (DPWG), to provide prescribing guidelines for specific gene&#x2013;drug pairs to physicians and pharmacists in the Netherlands and now used internationally.<sup><xref ref-type="fn" rid="footnote10">10</xref></sup> Similar to CPIC, evidence for strength of a prescribing recommendation (such as to avoid a particular drug in the presence of a specific genotype) is ranked on a 0&#x2013;4 scale (<xref ref-type="bibr" rid="B39">Bank et al., 2018</xref>). While there is significant overlap between the recommendations offered by these two organizations, some differences in therapeutic recommendations can be found (<xref ref-type="bibr" rid="B39">Bank et al., 2018</xref>; <xref ref-type="bibr" rid="B573">van Westrhenen et al., 2020</xref>).</p>
<p>Below are provided further details for pharmacogenetic associations for specific classes of medications relevant to psychiatry.</p>
<sec id="S8.SS1">
<title>Mood Stabilizers</title>
<p>There is significant interindividual variation in treatment response and adverse reactions to mood stabilizers (<xref ref-type="bibr" rid="B395">Murru et al., 2015</xref>; <xref ref-type="bibr" rid="B540">Tang and Pinsky, 2015</xref>; <xref ref-type="bibr" rid="B449">Pisanu et al., 2016</xref>). The current CPIC gene&#x2013;drug pair list includes carbamazepine, oxcarbazepine and valproic acid (<xref ref-type="bibr" rid="B493">Saruwatari et al., 2010</xref>; <xref ref-type="bibr" rid="B149">Drozda et al., 2014</xref>), with guidelines available for the first two (<xref ref-type="bibr" rid="B468">Relling et al., 2011</xref>; <xref ref-type="bibr" rid="B445">Phillips et al., 2018</xref>).</p>
<p>Carbamazepine and oxcarbazepine are anticonvulsants approved for treating epilepsy, trigeminal neuralgia, and bipolar disorder (<xref ref-type="bibr" rid="B445">Phillips et al., 2018</xref>). Therapeutic drug monitoring for anticonvulsants is well-established. Both share dose-dependent (type A) ADRs including ataxia. Type B ADRs (not predictable from the pharmacology) are potentially lethal and include osteoporosis, aplastic anemia, and Stevens-Johnson syndrome/toxic epidermal necrolysis (SJS/TEN).</p>
<p>Genetic variants having actionable levels with carbamazepine and oxcarbazepine are <italic>HLA-B<sup>&#x2217;</sup>15:02, HLA-A<sup>&#x2217;</sup>31:01</italic> and <italic>SCN1A</italic> (<xref ref-type="bibr" rid="B467">Relling and Klein, 2011</xref>; <xref ref-type="bibr" rid="B445">Phillips et al., 2018</xref>). Associations have been shown in Asians with <italic>HLA-A<sup>&#x2217;</sup>31:01</italic> and carbamazepine induced SJS/TEN (<xref ref-type="bibr" rid="B170">Ferrell and McLeod, 2008</xref>; <xref ref-type="bibr" rid="B529">Stern and Divito, 2017</xref>). A 2004 report in Han Chinese found that the SJS/TEN frequency reduced to 0% after <italic>HLA-B<sup>&#x2217;</sup>1502</italic> genotype pre-screening (<xref ref-type="bibr" rid="B108">Chung et al., 2004</xref>). East Asians exhibit the highest <italic>HLA-B<sup>&#x2217;</sup>15:02</italic> haplotype frequency (&#x223C;15%) compared to other populations (&#x003E;1%). In Hong Kong, Taiwan, and Thailand, testing for this haplotype prior to prescribing carbamazepine and oxcarbazepine is standard practice (<xref ref-type="bibr" rid="B99">Chen et al., 2014</xref>; <xref ref-type="bibr" rid="B535">Sukasem and Chantratita, 2016</xref>; <xref ref-type="bibr" rid="B348">Lin et al., 2018</xref>). However, recent data indicate that the <italic>HLA-B<sup>&#x2217;</sup>15:02</italic> frequency in other populations may also be high enough to justify testing in other ethnic groups (<xref ref-type="bibr" rid="B166">Fang et al., 2019</xref>). <italic>HLA-A<sup>&#x2217;</sup>31:01</italic> haplotype frequency also varies by ethnicity, being up to 15% in most Asian and White groups and infrequent in those of African descent (<xref ref-type="bibr" rid="B165">Fan et al., 2017</xref>).</p>
<p>Valproic acid (or its derivative, divalproex sodium, which is converted to valproic acid in the stomach) increases the levels of &#x03B3;-aminobutyric acid (GABA) in the brain, blocking voltage gated ion channels (particularly calcium and sodium), and inhibiting histone deacetylase enzymes, including HDAC1. Genetic factors are associated with differential efficacy and ADRs (<xref ref-type="bibr" rid="B287">Kasperavici&#x016B;te and Sisodiya, 2009</xref>; <xref ref-type="bibr" rid="B356">L&#x00F6;scher et al., 2009</xref>; <xref ref-type="bibr" rid="B176">Fricke-Galindo et al., 2018</xref>). Hepatic metabolism occurs via CYP-mediated oxidation, glucuronidation, and mitochondrial oxidation (<xref ref-type="bibr" rid="B273">Johannessen and Landmark, 2010</xref>; <xref ref-type="bibr" rid="B92">Chatzistefanidis et al., 2012</xref>; <xref ref-type="bibr" rid="B191">Ghodke-Puranik et al., 2013</xref>).</p>
<p>ADRs associated with valproic acid include hepatotoxicity, mitochondrial toxicity, and potentially fatal hyperammonemia encephalopathy, among others (<xref ref-type="bibr" rid="B349">Linnet and Wiborg, 1996</xref>; <xref ref-type="bibr" rid="B273">Johannessen and Landmark, 2010</xref>; <xref ref-type="bibr" rid="B517">Singh et al., 2015</xref>). Valproic acid is contraindicated in patients with disorders secondary to mutations in DNA polymerase gamma (<italic>POLG</italic>), which replicates mitochondrial DNA. Patients with POLG-related disorders have elevated risk of fatal hyperammonemia encephalopathy. The onset of such may vary from childhood to late adulthood. It is therefore contraindicated in children with clinical suspicion of a hereditary mitochondrial disorder. In those over two years of age with suggestive symptoms (such as migraine with defined types of aura), valproate <italic>POLG</italic> testing is required,<sup><xref ref-type="fn" rid="footnote11">11</xref></sup> and it should be used if the testing is negative, other anticonvulsants have failed, and liver function is monitored.</p>
</sec>
<sec id="S8.SS2">
<title>Antipsychotics</title>
<p>In this section, pharmacogenetic data available for some specific medications are used to illustrate key applicable principles.</p>
<sec id="S8.SS2.SSS1">
<title>Perphenazine</title>
<p>Perphenazine undergoes substantial first-pass hepatic phase I and II metabolism. Serum concentrations vary widely due to polymorphisms in multiple phase I enzymes: up to 30-fold in CYP2D6 NMs (<xref ref-type="bibr" rid="B349">Linnet and Wiborg, 1996</xref>). Initial studies showed that after 4&#x2013;5 weeks, improvement was associated with plasma perphenazine concentrations above 2 nmol/l, while extrapyramidal effects occurred at concentrations above 3 nmol/l (<xref ref-type="bibr" rid="B220">Hansen, 1981</xref>; <xref ref-type="bibr" rid="B224">Hansen et al., 1982</xref>; <xref ref-type="bibr" rid="B221">Hansen and Larsen, 1983</xref>). In a larger study of over 200 patients, a wider therapeutic range (2&#x2013;6 nmol/l) was suggested (<xref ref-type="bibr" rid="B222">Hansen and Larsen, 1985</xref>). Perphenazine binds dopamine D<sub>2</sub> and alpha-<sub>1</sub>/alpha-<sub>2</sub> receptors with 70 and 50% antagonism. The main active metabolite, 7-hydroxyperphenazine, binds dopamine D2 and alpha-1/alpha-2 receptors with 70 and 50% the antagonism of perphenazine (<xref ref-type="bibr" rid="B216">Hals et al., 1986</xref>). It is formed in a reaction catalyzed by CYP2D6, with other metabolites including <italic>N</italic>-dealkylated perphenazine (formed in part by other CYPs), and perphenazine sulfoxide (<xref ref-type="bibr" rid="B127">Dahl-Puustinen et al., 1989</xref>; <xref ref-type="bibr" rid="B419">Olesen and Linnet, 2000</xref>). Compared to perphenazine, the concentration of perphenazine sulfoxide is in the same range, while <italic>N</italic>-dealkylated perphenazine is approximately three times that of perphenazine (<xref ref-type="bibr" rid="B223">Hansen et al., 1979</xref>). At therapeutically relevant concentrations of perphenazine, CYP3A4 accounts for about 40% of the <italic>N</italic>-dealkylation, with CYP isoforms 1A2, 2C19 and 2D6 contributing 20&#x2013;25% (<xref ref-type="bibr" rid="B419">Olesen and Linnet, 2000</xref>).</p>
<p>The peak serum concentration and the AUC of perphenazine for CYP2D6 PMs is about 3 and 4 times, respectively that of NMs in single dose kinetics (<xref ref-type="bibr" rid="B127">Dahl-Puustinen et al., 1989</xref>), and at steady state, the median concentration-to-dose ratio of perphenazine in CYP2D6 PMs is about twice that of NMs, with patients on concomitant inhibitors showing a median concentration in between the two groups (<xref ref-type="bibr" rid="B349">Linnet and Wiborg, 1996</xref>). <xref ref-type="bibr" rid="B271">Jerling et al. (1996)</xref> conducted a study of patients during treatment; CYP2D6 genotype was shown to significantly predict the oral clearance of perphenazine (patients with two <italic>CYP2D6</italic> PM alleles having lower clearance than heterozygote PMs or NMs) (<xref ref-type="bibr" rid="B271">Jerling et al., 1996</xref>).</p>
<p>It would be expected that individuals deficient in CYP2D6 or on potent CYP2D6 inhibitors, higher perphenazine concentrations would be found and hence more adverse effects, whilst in CYP2D6 UMs, there would be lower concentrations, with less adverse effects and potentially a lower therapeutic efficacy. Consistent with this, paroxetine, a potent CYP2D6 inhibitor (<xref ref-type="bibr" rid="B334">Lam et al., 2002</xref>), increases the AUC of perphenazine 7-fold in NMs, which is associated with increased side effects (<xref ref-type="bibr" rid="B429">Ozdemir et al., 1997</xref>).</p>
</sec>
<sec id="S8.SS2.SSS2">
<title>Pimozide</title>
<p>Since 1984 pimozide has been used to treat Gilles de la Tourette&#x2019;s syndrome (<xref ref-type="bibr" rid="B455">Pringsheim and Marras, 2009</xref>), and also to treat psychotic disorders. Its use has been limited owing to an ADR of prolongation of the QT interval on the electrocardiogram, which is associated with risk for Torsades de Pointes (a type of ventricular fibrillation that may cause sudden cardiac death) (<xref ref-type="bibr" rid="B183">Fulop et al., 1987</xref>; <xref ref-type="bibr" rid="B112">Committee on Safety of Medicines-Medicines Control Agency, 1995</xref>). In an isolated rabbit heart, this effect was shown to be attributable to pimozide itself, not to metabolites (<xref ref-type="bibr" rid="B173">Flockhart et al., 2000</xref>); this is due to an effect of the drug on potassium channels encoded by the human ether-a-go-go-related gene (<italic>HERG</italic>, otherwise known as <italic>KCNH2</italic>), which is responsible for the delayed repolarization current in the heart.</p>
<p>It is important to determine which cytochromes might contribute to the pimozide concentration profile. <italic>In vitro</italic> analyses showed that the formation of the major metabolite, 1,3-dihydro-1-(4-piperidinyl)-2H-benzimidazol-2-one (DHPBI), by <italic>N</italic>-dealkylation was primarily dependent on CYP3A4, with a lesser contribution by CYP1A2 (<xref ref-type="bibr" rid="B142">Desta et al., 1998</xref>). CYP2D6 may also play a role, but due to it being inhibited by pimozide, it was not possible to draw a conclusion regarding this from this <italic>in vitro</italic> study.</p>
<p>Case reports of interactions between pimozide and CYP2D6 inhibitors such as paroxetine and fluoxetine (<xref ref-type="bibr" rid="B6">Ahmed et al., 1993</xref>; <xref ref-type="bibr" rid="B249">Horrigan and Barnhill, 1994</xref>), as well as investigation of differential interaction with clarithromycin (an inhibitor of CYP3A) by CYP2D6 status led to recognition that CYP2D6 was a major contributor to the <italic>in vivo</italic> pharmacokinetics of pimozide (<xref ref-type="bibr" rid="B142">Desta et al., 1998</xref>). The effect of a single dose (6 mg) on the QTc interval (QT interval corrected for heart rate) was measured over time, and showed the greatest increase within the first 20 hours, with NMs showing a larger increase (by nearly 20 ms), followed by a reduction from 20 to 50 h, and then an increase at approximately 60&#x2013;100 h. The late elevation was more significant in CYP2D6 PMs, women, and clarithromycin-treated individuals, and appeared more sustained than the early increase. Owing to the more sustained nature, the late onset elevation may be more relevant to significant QTc prolongation; the early peak in NMs warrants further investigation in UMs. In CYP2D6 PMs, half-life increased from 29 &#x00B1; 18 h to 36 &#x00B1; 19 h, while in NMs, the corresponding values were 17 &#x00B1; 7 and 23 &#x00B1; 10 h. For subjects with relevant data, the pimozide induced QTc interval changes coincided with the concentration-time course of pimozide. The prescription of CYP3A inhibitors, such as valproate, is now contraindicated with pimozide. In the above study, interestingly, pimozide rapidly increased plasma prolactin concentration, the maximum increase occurring 4 hours post dose, with a sharp reduction thereafter.</p>
<p>Simulated steady-state pharmacokinetic profiling of pimozide in CYP2D6 PMs, IMs, and NMs led to specification in the FDA label in 2011 that CYP2D6 PMs should not be prescribed more than 4 mg, with the maximum recommended dose in CYP2D6 NMs being 10 mg (<xref ref-type="bibr" rid="B477">Rogers et al., 2012</xref>). In the simulated data, 4 mg/day in CYP2D6 PMs was the maximum dose that did not result in plasma concentrations in excess of those observed in CYP2D6 NMs receiving 10 mg/day (<xref ref-type="bibr" rid="B142">Desta et al., 1998</xref>). Pimozide is commenced at 0.05 mg/kg (<xref ref-type="bibr" rid="B452">Preskorn, 2012</xref>), once daily. If the patient is a CYP2D6 NM and is not on a CYP2D6 inhibitor, the dose may be increased every third day to a maximum of 0.2 mg/kg/day, to a maximum of 10 mg/day. If the CYP2D6 status is not known, <italic>CYP2D6</italic> genotyping should be done before deciding to increase the dose above 0.05 mg/kg/d, which is the maximum dose for a CYP2D6 PM, or if on a CYP2D6 inhibitor such as paroxetine, fluoxetine, and bupropion. Paroxetine will convert 60% of CYP2D6 NMs to PMs at 20 mg daily, while at 40 mg daily, 95% will be phenocopied to PMs (<xref ref-type="bibr" rid="B451">Preskorn, 2003</xref>). Phenoconversion (the conversion of an individual&#x2019;s genetically defined metabolizer status to another status owing to the effect of a pharmacologically active substance) to CYP2D6 PM status by the action of an enzyme inhibitor has been estimated as being 6 times more common than genetically determined CYP2D6 PM status (<xref ref-type="bibr" rid="B452">Preskorn, 2012</xref>, <xref ref-type="bibr" rid="B453">2013</xref>).</p>
<p>First pass metabolism of pimozide includes both the gut and the liver as CYP3A represents 70% and 30% of the total CYP450 in the intestine and the liver, respectively (<xref ref-type="bibr" rid="B311">Kolars et al., 1994</xref>; <xref ref-type="bibr" rid="B505">Shimada et al., 1994</xref>). Metabolism will be subject to the influence of gut microbiota, diet, and other factors including hormones (CYP3A4 being subject to regulation by the PXR and CAR) (<xref ref-type="bibr" rid="B336">Lamba et al., 2005</xref>; <xref ref-type="bibr" rid="B433">Pan et al., 2009</xref>).</p>
<p>The drug label does not currently include dosing recommendations for CYP2D6 UMs; further research including genotyping CYP2D6 is required for pimozide, and other CYP2D6 metabolized medications.</p>
<p>It is suggested that <italic>CYP3A4</italic> also be genotyped for pimozide treatment, given its association with sudden cardiac death. It has a less clear genotype&#x2013;phenotype relationship (with no updated data on PharmVar), and thus has not yet been introduced into clinical guidelines. In the absence of genotyping, probe drugs such as nifedipine may be utilized to test the activity of multiple CYPs (<xref ref-type="bibr" rid="B132">de Andr&#x00E9;s et al., 2014</xref>); however, such estimation of CYP3A4 phenotype is influenced by any concomitant medication and/or dietary effects.</p>
</sec>
<sec id="S8.SS2.SSS3">
<title>Haloperidol</title>
<p>Haloperidol (HAL) is a butyrophenone and first-generation antipsychotic (FGA) drug that acts as a dopaminergic antagonist in the mesolimbic system. It is used to treat a variety of psychiatric conditions, including psychoses (e.g., schizophrenia, schizoaffective disorder, bipolar disorder with mania or psychotic symptoms, substance-induced psychotic disorder) and other conditions with hallucinations (e.g., alcohol withdrawal, delirium, Lewy body dementia). Adverse effects may include tardive dyskinesia, neuroleptic malignant syndrome, and a prolonged QT<sub><italic>c</italic></sub> interval. Two major routes of metabolism, <italic>N</italic>-glucuronidation and <italic>O</italic>-glucuronidation, are effected by UGT enzymes, specifically the former by UGT1A4, and the latter by UGT1A4, UGT1A9, and UGT2B7 (<xref ref-type="bibr" rid="B288">Kato et al., 2012</xref>). Various CYP isoenzymes contribute to the metabolic pathways of this medication, most notably CYP3A4, and, to a lesser extent, CYP2D6. Cytosolic carbonyl reductase catalyzes the formation of reduced HAL, which retains 10&#x2013;20% of the activity of the parent compound. Reduced HAL can be further metabolized by CYP3A4 to a tetrahydropyridine. The reduced drug can also be back-oxidized by CYP3A4 to HAL (<xref ref-type="bibr" rid="B432">Pan et al., 1998</xref>; <xref ref-type="bibr" rid="B325">Kudo and Ishizaki, 1999</xref>; <xref ref-type="bibr" rid="B545">Tateishi et al., 2000</xref>; discussed in <xref ref-type="bibr" rid="B14">Aitchison et al., 1999</xref>). Owing to its lipophilicity, HAL is extensively metabolized in humans, with large interindividual variations in pharmacokinetics arising. With a proposed therapeutic range of 5.6&#x2013;16.9 &#x03BC;g/l in serum (<xref ref-type="bibr" rid="B568">Ulrich et al., 1998</xref>), being able to appreciably predict pharmacokinetic parameters in individuals is of utmost importance to optimize efficacy and safety. At lower doses, CYP2D6 contributes to HAL metabolism significantly, but with higher doses, and longer term treatments, CYP3A4 back-oxidation and <italic>N</italic>-dealkylation considerably outweigh the contributions of CYP2D6 (<xref ref-type="bibr" rid="B167">Fang et al., 1997</xref>; <xref ref-type="bibr" rid="B432">Pan et al., 1998</xref>; <xref ref-type="bibr" rid="B621">Zhou et al., 2009</xref>). <xref ref-type="bibr" rid="B409">Nyberg et al. (1995)</xref> showed that CYP2D6 PMs exhibited higher plasma concentrations of HAL over a 4-week treatment period with HAL decanoate, as compared to seven NMs in the study. However, <xref ref-type="bibr" rid="B415">Ohnuma et al. (2003)</xref> showed that, in a large number of Japanese patients, the presence of neither an enzyme activity-reducing mutation (<italic>CYP2D6<sup>&#x2217;</sup>10A</italic>) nor activity-increasing mutations (duplications) in <italic>CYP2D6</italic> alone could appreciably predict HAL concentrations.</p>
<p>Haloperidol is a medication that is CPIC level B (for CYP2D6),<sup><xref ref-type="fn" rid="footnote12">12</xref></sup> with a guideline currently in progressguidelines. Further, in the DPWG guidelines, there is a recommendation for initial dose to be reduced to 50% in PMs or for selection of an alternative medication based on a metabolic pathway different than CYP2D6. Possible dose adjustments are also mentioned for UMs.<sup><xref ref-type="fn" rid="footnote13">13</xref></sup> In a study of 70 patients in which the most commonly prescribed medication was HAL, the risk of tardive dyskinesia increased with increasing number of functional <italic>CYP2D6</italic> genes, with UMs showing the highest risk (<xref ref-type="bibr" rid="B313">Koola et al., 2014</xref>).</p>
<p>Enzyme induction effects are also relevant for HAL metabolism. First, there is the effect of smoking. From a relevant review (<xref ref-type="bibr" rid="B141">Desai et al., 2001</xref>), it may be deduced that smoking increases the clearance of oral HAL (via effects including on CYP1A2), especially at doses lower than 0.5 mg/kg/day. Carbamazepine (which induces several CYPs including the CYP3As) reduces plasma HAL concentration (<xref ref-type="bibr" rid="B233">Hesslinger et al., 1999</xref>).</p>
</sec>
<sec id="S8.SS2.SSS4">
<title>Chlorpromazine</title>
<p>Chlorpromazine is a phenothiazine that was the first antipsychotic to be introduced (reviewed in <xref ref-type="bibr" rid="B42">Basu et al., 2007</xref>). Its biotransformation includes hydroxylation (by CYP2D6 and CYP1A2), <italic>N</italic>-methylation, <italic>N-N</italic>-didemethylation, <italic>N</italic>-oxidation, <italic>S</italic>-oxidation, and glutathione conjugation. The hydroxylated metabolite can undergo further oxidation leading to formation of an electrophilic quinone imine intermediate, which is capable of mediating toxic effects (by reacting with cellular proteins and DNA) or underdoing glutathione conjugation (<xref ref-type="bibr" rid="B590">Wen and Zhou, 2009</xref>). <xref ref-type="bibr" rid="B393">Muralidharan et al. (1996)</xref> confirmed the contribution of CYP2D6 to the hydroxylation pathway using quinidine, whilst also showing that <italic>CYP2D6</italic> genetic polymorphism was not the major contributor to inter-individual variability in plasma concentrations. The latter finding was confirmed by Yoshii and colleagues (<xref ref-type="bibr" rid="B610">Yoshii et al., 2000</xref>), whose microsomal inhibition studies of chlorpromazine 7-hydroxylation showed that CYP1A2 may play a more important role in the hydroxylation reaction for individuals deficient in CYP2D6. Indeed, <xref ref-type="bibr" rid="B196">Gill et al. (1997)</xref> reported that an individual with schizophrenia who was homozygous for the <italic>CYP2D6<sup>&#x2217;</sup>4</italic> variant (then known as the &#x201C;B&#x201D;) and therefore a PM and had been intolerant and non-compliant with multiple medications settled on a very low dose (50 mg) of chlorpromazine (<xref ref-type="bibr" rid="B196">Gill et al., 1997</xref>).</p>
</sec>
<sec id="S8.SS2.SSS5">
<title>Zuclopenthixol</title>
<p>Zuclopenthixol is a thioxanthene derivative used to treat schizophrenia, having high affinity for both D<sub>2</sub> and D<sub>1</sub> dopamine receptors (<xref ref-type="bibr" rid="B329">Kumar and Strech, 2005</xref>). Its metabolic pathways include sulfoxidation, <italic>N</italic>-dealkylation, and glucuronidation (<xref ref-type="bibr" rid="B621">Zhou et al., 2009</xref>), with metabolites not known to have antipsychotic activity.</p>
<p><xref ref-type="bibr" rid="B125">Dahl et al. (1991)</xref> showed that clearance of zuclopenthixol was associated with debrisoquine hydroxylation, and further studies confirmed the role of CYP2D6 in zuclopenthixol metabolism (<xref ref-type="bibr" rid="B621">Zhou et al., 2009</xref>). Moreover, PMs had a 1.9-fold higher AUC of zuclopenthixol compared to NMs (<italic>n</italic> = 6 for each group) after a single 6 or 10 mg dose (<xref ref-type="bibr" rid="B125">Dahl et al., 1991</xref>). <xref ref-type="bibr" rid="B349">Linnet and Wiborg (1996)</xref> found similar results: investigation of phenotypic relationships to zuclopenthixol concentration showed that, in 12 psychiatric patients, CYP2D6 PMs had 60% greater concentrations than NMs, but were similar to NMs who were co-administered CYP2D6 inhibiting drugs.</p>
<p>Furthermore, in another study, psychiatric patients treated with zuclopenthixol who experienced adverse neurological events (tardive dyskinesia, parkinsonism) tended to have a higher frequency of non-functional <italic>CYP2D6<sup>&#x2217;</sup>3</italic> and <italic><sup>&#x2217;</sup>4</italic> alleles, but these results did not attain statistical significance (<xref ref-type="bibr" rid="B264">Jaanson et al., 2002</xref>).</p>
<p>Zuclopenthixol is CPIC level B,<sup><xref ref-type="fn" rid="footnote14">14</xref></sup> with a guideline in progress (and also not yet available from DPWG). One review suggests considering dose adjustment (58 and 88% for CYP2D6 PMs and IMs, respectively) or selecting an alternative medication (<xref ref-type="bibr" rid="B532">Stingl et al., 2013</xref>).</p>
</sec>
<sec id="S8.SS2.SSS6">
<title>Aripiprazole</title>
<p>Aripiprazole was marketed as the first antipsychotic with dopamine and serotonin partial agonism. In Europe, aripiprazole is indicated for use in the treatment of schizophrenia and treatment of moderate to severe manic and episodes associated with bipolar I disorder and for the prevention of new manic episodes in those whose manic episodes respond to aripiprazole (<xref ref-type="bibr" rid="B318">Koskinen et al., 2010</xref>; <xref ref-type="bibr" rid="B3">Abilify 10 mg tablets</xref>; <xref ref-type="bibr" rid="B4">Abilify</xref>; Summary of Product Information, EMA). Other licensed indications include adjunctive treatment of major depressive disorder, Tourette&#x2019;s syndrome, and irritability in autism spectrum disorder (<xref ref-type="bibr" rid="B366">Mailman and Murthy, 2010</xref>). Global therapeutic efficacy has been measured versus aripiprazole and dehydroaripiprazole serum concentrations, with a reported 68% response rate in those with concentrations of 150&#x2013;300 ng/ml of aripiprazole, and a 57 and 50% response rate with concentrations less than 150 ng/ml or above 300 ng/ml, respectively (<xref ref-type="bibr" rid="B302">Kirschbaum et al., 2008</xref>). Therapeutic drug monitoring (TDM) has &#x201C;recommended&#x201D; (level 2 evidence) for aripiprazole by the interdisciplinary TDM group of the Arbeitsgemeinschaft f&#x00FC;r Neuropsychopharmakologie und Pharmakopsychiatrie (AGNP), with a therapeutic target range of 100&#x2013;350 ng/ml for aripiprazole, or 150&#x2013;500 for aripiprazole and dehydroaripiprazole (<xref ref-type="bibr" rid="B239">Hiemke et al., 2018</xref>).</p>
<p>Aripiprazole undergoes substantial first pass metabolism in the liver unless administered in a long-acting injectable (LAI) form. It is metabolized by dehydrogenation, hydroxylation, and <italic>N</italic>-dealkylation. <italic>In vitro</italic> studies show that CYP3A4 and CYP2D6 conduct the dehydrogenation and hydroxylation of aripiprazole, with CYP3A4 additionally catalyzing the <italic>N-</italic>dealkylation. Although a substrate for these enzymes, it does not appear to inhibit the activity of these enzymes. In clinical studies, 10&#x2013;30 mg/day doses of aripiprazole had no significant effect on the metabolism of substrates of CYP2D6 or CYP3A4 activity as indexed by dextromethorphan; it does not appear to be an inhibitor of CYP2C9, CYP2C19, or CYP1A2 (<xref ref-type="bibr" rid="B242">Hjorthoj et al., 2015</xref>), nor a substrate for CYP1A enzymes, and hence no dose adjustment is required in smokers.</p>
<p>In a large pharmacokinetic study (<italic>N</italic> = 1288), CYP2D6 PMs and IMs had a 1.4 times increase in exposure to the active moiety compared to NMs, leading to a 15% decrease in medication dosage of aripiprazole. Switch in medication from aripiprazole was not, however, significantly associated with CYP2D6 status (<xref ref-type="bibr" rid="B281">Jukic et al., 2019</xref>).</p>
<p>The active dehydro-aripiprazole metabolite has a similar affinity as aripiprazole for dopamine D<sub>2</sub> receptors; at steady state it represents about 40% of the plasma concentration of aripiprazole (area under the curve or AUC; <xref ref-type="bibr" rid="B242">Hjorthoj et al., 2015</xref>), after oral administration or 29&#x2013;33% after administration in the form of the LAI Abilify Maintena, and is therefore thought to contribute to the sustained pharmacologic effect of aripiprazole. Both aripiprazole and dehydro-aripiprazole are highly bound to plasma protein, mainly to albumin (reviewed in <xref ref-type="bibr" rid="B140">DeLeon et al., 2004</xref>). The average elimination half-life is oral aripiprazole is &#x223C;75 h, but in CYP2D6 PMs, the average half-life extends to &#x223C;146 h (<xref ref-type="bibr" rid="B242">Hjorthoj et al., 2015</xref>). The half-life of oral aripiprazole in CYP2D6 IMs (75.2 h) was significantly longer than that in CYP2D6 NMs (45.8 h); the systemic clearance of aripiprazole in IMs is approximately 60% that of NM subjects, with the maximum concentration being the same in IMs as in NMs (<xref ref-type="bibr" rid="B324">Kubo et al., 2007</xref>). At steady state, PMs have a significantly lower concentration to dose ratio than NMs, while in one report, IMs did not differ (<xref ref-type="bibr" rid="B571">van der Weide and van der Weide, 2015</xref>). However, <xref ref-type="bibr" rid="B571">van der Weide and van der Weide (2015)</xref> included in their IM group individuals who were heterozygous NMs (NM/PM genotype). In another report (<xref ref-type="bibr" rid="B231">Hendset et al., 2014</xref>), median serum concentrations were 1.6-fold or 1.8-fold higher in individuals of CYP2D6 PM/IM or IM/IM genotype, respectively than in those who were heterozygous NMs.</p>
<p>For patients who are known CYP2D6 PMs, FDA recommends administration of half of the usual dose of aripiprazole, and the DPWG guidelines recommend reducing maximum daily dose to 10 mg/day or 300 mg/month, i.e., 67&#x2013;75% of the standard maximum dose.<sup><xref ref-type="fn" rid="footnote15">15</xref></sup> Given that at a dose as low as 2 mg, D<sub>2</sub> receptor occupancy is &#x223C;70% (71.6 &#x00B1; 5.5%, <xref ref-type="bibr" rid="B290">Kegeles et al., 2008</xref>), and the recommendation by consensus guidelines of doses of aripiprazole lower than those used in the initial marketing phase of the drug (<xref ref-type="bibr" rid="B9">Aitchison et al., 2009</xref>), it may well be recommendable to start at the lowest dose (2 mg) and to go no higher than 5 mg in CYP2D6 poor metabolizers. While there are as yet no guidelines for other CYP2D6 phenotypic groups, in the case of IMs, the Japanese data would suggest that a cautious dosing in the 2&#x2013;5 mg range should be appropriate.</p>
<p>In addition, packaging information for aripiprazole offers additional guidelines should the medication be taken with known CYP inducers or inhibitors (<xref ref-type="bibr" rid="B2">Abilify - aripiprazole tablet, 2016</xref>). In the case of co-prescription of CYP3A4 or CYP2D6 inhibitors, dosage is recommended to be reduced (by 50% in the case of strong inhibitors such as ketoconazole and fluoxetine, respectively). Likewise, should aripiprazole be taken with known CYP3A4 inducers, dosage increase is recommended (doubling in the case of carbamazepine). On cessation of any inhibitors/inducers, the dose should be readjusted accordingly (Abilify).<sup><xref ref-type="fn" rid="footnote16">16</xref></sup></p>
<p>It has been noted that aripiprazole and 2,3-(dichlorophenyl) piperazine (2,3-DCPP), one of its metabolites, affect cholesterol biosynthesis by inhibiting 7-dehydrocholesterol reductase (DHCR7), the enzyme that converts 7-dehydrocholesterol (7-DHC) to cholesterol (<xref ref-type="bibr" rid="B315">Korade et al., 2010</xref>, <xref ref-type="bibr" rid="B314">2016</xref>; <xref ref-type="bibr" rid="B294">Kim et al., 2016</xref>; <xref ref-type="bibr" rid="B189">Genaro-Mattos et al., 2018</xref>). Cholesterol is of critical importance to brain development; mutations in <italic>DHCR7</italic> gene leads to Smith-Lemli-Opitz Syndrome, a neurodevelopmental condition, and exposure to DHCR7 inhibitors during the first trimester of pregnancy is associated with increased rates of fetal malformations, intrauterine death, and spontaneous abortions (<xref ref-type="bibr" rid="B63">Boland and Tatonetti, 2016</xref>). Thus, aripiprazole should be contraindicated during the first trimester of pregnancy; the Summary of Product Characteristics states<sup><xref ref-type="fn" rid="footnote17">17</xref></sup> &#x201C;this medicinal product should not be used in pregnancy unless the expected benefit clearly justifies the potential risk to the fetus.&#x201D; The most critical period for formation of the neural tube is the first six weeks of gestation, when many women do not realize they are pregnant. Therefore, it is recommended that women receiving aripiprazole in reproductive years should have a discussion of whether the woman is sexually active and of methods of contraception.</p>
<p>In a multiple-dose study, the mean terminal-phase elimination half-life of aripiprazole was 29.9 days and 46.5 days after 4-week injection of LAI 300 mg dose and 400 mg dose, respectively (<xref ref-type="bibr" rid="B370">Mallikaarjun et al., 2013</xref>). Data regarding differential half-life of the LAI by CYP2D6 genotype and/or CYP3A activity are not available. Aripiprazole lauroxil is a prodrug that undergoes bioactivation by hydroxylation and can be administered once every 6 weeks; it is similarly lacking pharmacogenetic data thus far.</p>
</sec>
<sec id="S8.SS2.SSS7">
<title>Risperidone</title>
<p>Risperidone is an atypical antipsychotic used for treating schizophrenia, acting mainly on 5-HT<sub>2A</sub> and D<sub>2</sub> receptors (<xref ref-type="bibr" rid="B621">Zhou et al., 2009</xref>); it is converted to 9-hydroxyrisperidone (9-OH-RIS) by CYP2D6, with the latter being excreted in the urine and feces. In a meta-analysis conducted by <xref ref-type="bibr" rid="B533">Stingl and Viviani (2015)</xref>, they estimated dose adjustment of RIS to be 56 and 146% in CYP2D6 PMs and UMs, respectively, mentioning increased risk of toxicity in PMs. The DPWG note increased risk of treatment failure in CYP2D6 PMs and UMs and recommend using 67% of the standard dose in the former, and choosing an alternative drug or titrating the dose according to the maximum for the active metabolite (12 mg/day of paliperidone) in the latter. In a recent review by <xref ref-type="bibr" rid="B573">van Westrhenen et al. (2020)</xref>, these recommendations were updated to suggest reducing the maximum dose by 33% (to 4 mg/day) in IMs as well as in PMs. For UMs, it was suggested to select an alternative medication or use therapeutic drug monitoring. It is worth noting that <xref ref-type="bibr" rid="B117">Cui et al. (2020)</xref> have found significant differences in recommendations of RIS dosage according to ethnicity. Specifically, adjustment in titration of this medication should be reduced in people of Asian ethnicity compared to Whites.</p>
<p>In a Norwegian population (<xref ref-type="bibr" rid="B374">Mannheimer et al., 2014</xref>, <xref ref-type="bibr" rid="B373">2016</xref>), it was found that the metabolic ratio (MR) for RIS, expressed as RIS/9-OH-RIS, was, not surprisingly, associated with CYP2D6 PM status: an MR threshold of &#x003E;1 predicted PM status with 91% accuracy (<xref ref-type="bibr" rid="B373">Mannheimer et al., 2016</xref>).</p>
<p>RIS metabolism by CYP2D6 is inhibited by the phenothiazine drug perazine when the two are co-administered (<xref ref-type="bibr" rid="B437">Paulzen et al., 2017</xref>), resulting in an increase in RIS and (RIS + 9-OH-RIS) concentrations and a reduction in the 9-OH-RIS/RIS ratio. Animal models have previously shown the role of phenothiazines in inhibiting the CYP2D family (<xref ref-type="bibr" rid="B129">Daniel et al., 2005</xref>).</p>
<p>In a study focusing on the relationship between genetic and epigenetic variation and response to RIS, three CpG sites in CYP2D6 and two to three CpG sites in CYP3A4 appeared to be more methylated in poor responders (<xref ref-type="bibr" rid="B503">Shi et al., 2017</xref>).</p>
<p>The effect of <italic>CYP2D6</italic> genotype on RIS metabolism has been studied in young Thai autistic spectrum individuals (<xref ref-type="bibr" rid="B408">Nuntamool et al., 2017</xref>). Genotypes <italic>CYP2D6<sup>&#x2217;</sup>5/<sup>&#x2217;</sup>10</italic>, <italic><sup>&#x2217;</sup>10/<sup>&#x2217;</sup>10</italic> and <italic><sup>&#x2217;</sup>10/<sup>&#x2217;</sup>41</italic> showed reduced RIS metabolism, with significantly higher RIS plasma concentrations. While such an association was not seen in the <italic>CYP2D6<sup>&#x2217;</sup>4/<sup>&#x2217;</sup>10</italic> genotype group, this was likely owing to the relatively low frequency of the <italic>CYP2D6<sup>&#x2217;</sup>4</italic> variant in this ethnicity, and the wide spread of the data in the small subgroup of <italic>CYP2D6<sup>&#x2217;</sup>4/<sup>&#x2217;</sup>10</italic> genotype. The <italic>CYP2D6<sup>&#x2217;</sup>10</italic> variant was also associated with higher MR of RIS/9-OH-RIS. <xref ref-type="bibr" rid="B231">Hendset et al. (2014)</xref> genotyped for <italic>CYP2D6 <sup>&#x2217;</sup>3</italic>, <italic><sup>&#x2217;</sup>4,<sup>&#x2217;</sup> 5</italic>, <italic><sup>&#x2217;</sup>6</italic>, <italic><sup>&#x2217;</sup>9</italic>, <italic><sup>&#x2217;</sup>10</italic> and <italic><sup>&#x2217;</sup>41</italic>, and classified as &#x201C;<italic><sup>&#x2217;</sup>1/def</italic>&#x201D; (heterozygous for normal and deficient function) or &#x201C;<italic>def/red</italic>&#x201D; (heterozygous for deficient and reduced function); RIS serum concentration was 4.5 times higher in the <italic>def/red</italic> group compared to <italic><sup>&#x2217;</sup>1/def</italic>. In addition, a 3 to 4-fold increase in the serum concentration of RIS was shown in the <italic>red/red</italic> group.</p>
<p>In addition to variation in metabolic activity and treatment response, <xref ref-type="bibr" rid="B388">Molden et al. (2016)</xref> found evidence of a relationship between genotype and discontinuation of treatment. Individuals classified as PMs for <italic>CYP2D6</italic> had active moiety (RIS + 9-OH-RIS) concentration 1.5 times higher than NMs. Consequently, there was an over-representation of adverse events and discontinuation of treatment for PMs. Conversely, a similar study with Croatian psychiatric patients receiving RIS injections found individuals classified as UM with concentrations of RIS active moiety (RIS + 9-OH-RIS) not reaching the threshold recommended for therapeutic range (<xref ref-type="bibr" rid="B187">Ganoci et al., 2016</xref>). <xref ref-type="bibr" rid="B289">Kaur et al. (2017)</xref> reported an association between the <italic>CYP2D6<sup>&#x2217;</sup>4</italic> PM haplotype and treatment dropout due to poor response.</p>
<p>In the largest study of RIS and CYP2D6 to date (1288 patients), approximately 1.4 and 1.6-fold RIS exposure increase was observed in CYP2D6 IMs and PMs, respectively (<xref ref-type="bibr" rid="B281">Jukic et al., 2019</xref>). A higher incidence of RIS-associated ADRs (<xref ref-type="bibr" rid="B136">de Leon et al., 2005</xref>) and treatment failure (<xref ref-type="bibr" rid="B281">Jukic et al., 2019</xref>) is observed in CYP2D6 PMs compared with NMs, with increased treatment failure rate also being observed in CYP2D6 UMs (<xref ref-type="bibr" rid="B281">Jukic et al., 2019</xref>). It is possible that the latter may be exposed to subtherapeutic drug concentrations, and also possible the effect of CYP2D6 on normally minor synthesis pathways for serotonin and dopamine may at least partly relate to such associations. Recent systematic reviews and meta-analyses support the need for dosage adjustment of RIS based on <italic>CYP2D6</italic> genotype (<xref ref-type="bibr" rid="B117">Cui et al., 2020</xref>; <xref ref-type="bibr" rid="B619">Zhang et al., 2020</xref>).</p>
<p>The relationship between CYP2D6 and hyperprolactinemia (a possible adverse effect of RIS) appears to be U-shaped, with a tendency (though not consistently replicated) for both extremes of CYP2D6 metabolic phenotype (i.e., PMs and UMs) to show an association with hyperprolactinemia (<xref ref-type="bibr" rid="B554">Troost et al., 2007</xref>; <xref ref-type="bibr" rid="B479">Roke et al., 2013</xref>; <xref ref-type="bibr" rid="B612">Youngster et al., 2014</xref>; <xref ref-type="bibr" rid="B537">Sukasem et al., 2016</xref>). Hyperprolactinemia has also been associated with the <italic>DRD2</italic> Taq1A variant (<xref ref-type="bibr" rid="B536">Sukasem et al., 2018</xref>).</p>
<p>Interaction of known CYP2D6 inhibitors such as fluoxetine, bupropion, lamotrigine, sertraline, and citalopram are strongly correlated with the concentration of RIS in young male patients, compared to the available concentration of its metabolites (<xref ref-type="bibr" rid="B80">Calarge and Miller, 2011</xref>). A similar relationship has been described for thioridazine, and levomepromazine (<xref ref-type="bibr" rid="B375">Mannheimer et al., 2008</xref>). The same relationship was not found for duloxetine, another known CYP2D6 inhibitor (<xref ref-type="bibr" rid="B230">Hendset et al., 2010</xref>). <xref ref-type="bibr" rid="B261">Ishak et al. (2008)</xref> have described an association between RIS discontinuation caused by DDI from CYP2D6 inhibitors.</p>
<p>To a lesser extent, RIS metabolism is also mediated by CYP3A4 and DDI with inducers of this CYP enzyme are supported by the literature. Co-medication with armodafinil results in a decrease in plasma concentration of both RIS and 9OH-RIS (<xref ref-type="bibr" rid="B131">Darwish et al., 2015</xref>). The same relationship is true for rifampin (<xref ref-type="bibr" rid="B364">Mahatthanatrakul et al., 2007</xref>; <xref ref-type="bibr" rid="B293">Kim et al., 2008</xref>).</p>
</sec>
<sec id="S8.SS2.SSS8">
<title>Olanzapine</title>
<p>Olanzapine is an antipsychotic licensed for use in schizophrenia and related psychotic disorders and bipolar disorder. The main circulating metabolites are desmethylolanzapine and olanzapine-10-glucuronide (<xref ref-type="bibr" rid="B81">Callaghan et al., 1999</xref>; <xref ref-type="bibr" rid="B160">Erickson-Ridout et al., 2011</xref>; <xref ref-type="bibr" rid="B357">Lu et al., 2016</xref>). The conversion to desmethylolanzapine is predominantly catalyzed by CYP1A2, with lesser roles for CYP2D6, CYP2C8, and CYP2C19 (<xref ref-type="bibr" rid="B159">Ereshefsky, 1996</xref>; <xref ref-type="bibr" rid="B81">Callaghan et al., 1999</xref>; <xref ref-type="bibr" rid="B316">Korprasertthaworn et al., 2015</xref>; <xref ref-type="bibr" rid="B418">Okubo et al., 2016</xref>). Okubo and colleagues investigated the role of CYP1A2, CYP2D6, and FMO3 in individuals of varying <italic>CYP2D6</italic> and <italic>FMO3</italic> genotype (<xref ref-type="bibr" rid="B418">Okubo et al., 2016</xref>). Olanzapine <italic>N</italic>-demethylation and <italic>N</italic>-oxygenation were found to be catalyzed by CYP1A2 and CYP2D6, and by CYP2D6 and FMO3, respectively, in experiments using liver microsomes and recombinant enzymes. The effects on olanzapine oxidation activities of furafylline (which inhibits CYP1A2), quinidine (inhibits CYP2D6), and heat treatment (inhibits FMO3-mediated activities) were investigated. Each, and the combination of all three treatments suppressed the metabolic clearances of olanzapine by 28, 33, 25, and 85%, respectively. Using recombinant CYP2D6 enzymes CYP2D6.1 and CYP2D6.10, only the wild-type variant was capable of the 2-hydroxylation conversion of olanzapine into 2-hydroxymethyl-olanzapine; CYP2D6 appears to be the only enzyme catalyzing olanzapine 2-hydroxylation. Direct glucuronidation (at the 10 and 4 positions) is conducted by UGT1A4 and UGT2B10, with the <italic>UGT1A4<sup>&#x2217;</sup>3</italic> and <italic>UGT2B10<sup>&#x2217;</sup>2</italic> haplotypes being associated with increased and decreased glucuronidation, respectively (<xref ref-type="bibr" rid="B160">Erickson-Ridout et al., 2011</xref>).</p>
<p>Drug-drug (<xref ref-type="bibr" rid="B150">Drug Interactions Flockhart Table<sup>TM</sup></xref>; <xref ref-type="bibr" rid="B150">DrugBank</xref>) interactions are of importance in the prescription of olanzapine. CYP1A2 is induced by smoking; the plasma concentration to dose ratio of olanzapine is therefore lower in smokers (<xref ref-type="bibr" rid="B556">Tsuda et al., 2014</xref>). Inhibition of CYP1A2 by fluvoxamine also increases the concentration to dose ratio (<xref ref-type="bibr" rid="B102">Chiu et al., 2004</xref>). CYP1A2 is also inhibited by estrogens; as a result, gender (clearance is reduced in women) and body fat content influence the metabolism of olanzapine (<xref ref-type="bibr" rid="B159">Ereshefsky, 1996</xref>; <xref ref-type="bibr" rid="B81">Callaghan et al., 1999</xref>). Valproic acid co-prescription results in a decrease in olanzapine concentration (reviewed by <xref ref-type="bibr" rid="B576">Vella and Mifsud, 2014</xref>). In contrast, protease inhibitors used in the treatment of HIV such as ritonavir in combination with fosamprenavir induce olanzapine metabolism (via CYP1A2 and/or UGT), leading to a recommendation to increase olanzapine dose by 50% when prescribed with such (<xref ref-type="bibr" rid="B265">Jacobs et al., 2014</xref>).</p>
</sec>
<sec id="S8.SS2.SSS9">
<title>Quetiapine</title>
<p>Quetiapine is another commonly prescribed antipsychotic. While literature supports CYP3A4 being the main enzyme in the quetiapine metabolic pathway, CYP2D6 is involved in the further metabolism of its principal metabolite, <italic>N</italic>-desalkylquetiapine. In an analysis of therapeutic drug monitoring data, patients from a Norwegian psychiatric hospital were genotyped for <italic>CYP2D6</italic>, <italic>CYP3A5</italic>, and <italic>ABCB1</italic> (3435C&#x003E;T) and the associations with dose-corrected serum concentrations of quetiapine and <italic>N-</italic>desalkylquetiapine were analyzed (<xref ref-type="bibr" rid="B35">Bakken et al., 2015</xref>). The mean dose-corrected serum concentration (C/D) of <italic>N</italic>-desalkylquetiapine was estimated to be 33 and 22% higher in CYP2D6 PMs (<italic>P</italic> = 0.03) and heterozygous CYP2D6 NMs (<italic>P</italic> = 0.001), respectively, compared with CYP2D6 NMs. There was no significant association with <italic>ABCB1</italic> 3435C&#x003E;T polymorphism or <italic>CYP3A5</italic> genotype.</p>
<p>Quetiapine has, however, been observed to have a serum level 2.5 times higher in those either heterozygous or homozygous for <italic>CYP3A4<sup>&#x2217;</sup>22</italic> compared to those of <italic>CYP3A4</italic> wild-type (<xref ref-type="bibr" rid="B570">van der Weide and van der Weide, 2014</xref>), with concentration to dose ratios that were 67% higher. The percentage of patients who had levels of quetiapine above the therapeutic range was also about five times higher in the <italic><sup>&#x2217;</sup>22</italic> carrier group (16.1 versus 2.9%). Quetiapine serum levels based on reduced CYP3A4 metabolic activity were comparable to results found with coadministered CYP3A4 inhibitors, such as ketoconazole. The frequency of the <italic>CYP3A4<sup>&#x2217;</sup>22</italic> haplotype is up to 10%.</p>
<p>In terms of DDI, valproate coadministration with quetiapine appears to result in a variable degree of increase in quetiapine plasma levels (<xref ref-type="bibr" rid="B7">Aichhorn et al., 2006</xref>; <xref ref-type="bibr" rid="B595">Winter et al., 2007</xref>), which may result in toxicity on occasion (<xref ref-type="bibr" rid="B23">Anderson and Fritz, 2000</xref>). In a review of therapeutic monitoring data from more than 2000 patients, it was reported that the following factors were associated with an increase in quetiapine concentration: age of at least 70 years, comedication with clozapine, fluvoxamine, and to a lesser extent citalopram/escitalopram, while, conversely, the following were associated with reduced quetiapine concentration: age under 18 years and comedication with carbamazepine or oxazepam, and to a lesser extent levomepromazine or lamotrigine (<xref ref-type="bibr" rid="B87">Castberg et al., 2007</xref>). The largest effect sizes were seen with fluvoxamine (+159%), clozapine (+82%), age at least 70 years (+67%), and carbamazepine (&#x2212;86%). Another study found that dose-corrected quetiapine concentrations were approximately 60% lower in patients co-medicated with lamotrigine (<xref ref-type="bibr" rid="B24">Andersson et al., 2011</xref>).</p>
</sec>
<sec id="S8.SS2.SSS10">
<title>Ziprasidone</title>
<p>Ziprasidone is a less commonly prescribed antipsychotic. Data indicate ziprasidone is mainly metabolized by glutathione and enzymatic reduction by aldehyde oxidase, followed by <italic>S</italic>-methylation to <italic>S</italic>-methyl-dihydroziprasidone by thiolmethyltransferase (<xref ref-type="bibr" rid="B410">Obach and Walsky, 2005</xref>). Approximately one third of its clearance is thought to be CYP3A4-dependent (<xref ref-type="bibr" rid="B46">Beedham et al., 2003</xref>). It is therefore subject to CYP3A-mediated induction (e.g., by carbamazepine, <xref ref-type="bibr" rid="B385">Miceli et al., 2000</xref>) and inhibition effects. As this medication has been associated with increases in the QT<sub><italic>c</italic></sub> interval (<xref ref-type="bibr" rid="B27">Aronow and Shamliyan, 2018</xref>), inhibition effects (e.g., by fluvoxamine or ketoconazole) should be avoided. Ziprasidone is also contraindicated in the presence of other medications that also prolong QT<sub><italic>c</italic></sub> (<xref ref-type="bibr" rid="B330">Kutcher et al., 2005</xref>; Table 4 in <xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>).</p>
</sec>
</sec>
<sec id="S8.SS3">
<title>Antidepressants</title>
<p>Tricyclic antidepressants (TCAs) and SSRIs both undergo first pass metabolism in the liver, with the CYP enzymes playing a prominent role in this. The cytochromes involved include CYP2D6, CYP2C19, CYP2C18, the CYP3A family, CYP1A2, CYP2C9, and CYP2B6, with the first two enzymes having a higher affinity for most antidepressants than the rest of the enzymes (<xref ref-type="bibr" rid="B73">Brosen, 1993</xref>; <xref ref-type="bibr" rid="B320">Koyama et al., 1997</xref>; <xref ref-type="bibr" rid="B269">Jann and Cohen, 2000</xref>).</p>
<sec id="S8.SS3.SSS1">
<title>Tricyclic Antidepressants</title>
<p>Imipramine, the first TCA was derived from a phenothiazine, showing improvement without serious side effects in 500 patients with severe depression (<xref ref-type="bibr" rid="B327">Kuhn, 1958</xref>; <xref ref-type="bibr" rid="B240">Hillhouse and Porter, 2015</xref>). Although TCAs are still used (e.g., second-line or with somatic symptoms) to treat depression (<xref ref-type="bibr" rid="B564">Uher et al., 2009b</xref>; <xref ref-type="bibr" rid="B22">American Psychiatric Association, 2010</xref>; <xref ref-type="bibr" rid="B291">Kennedy et al., 2016</xref>), the treatment of pain (e.g., migraine, neuropathic, cancer-associated) is now their more common therapeutic use (<xref ref-type="bibr" rid="B587">Watson, 2000</xref>; <xref ref-type="bibr" rid="B333">Laird et al., 2008</xref>; <xref ref-type="bibr" rid="B38">Baltenberger et al., 2015</xref>).</p>
<p>Tricyclics include tertiary and secondary amines. A tertiary amine has a nitrogen bonded to three carbons, while in the case of a secondary amine, the nitrogen is bonded to only two carbons. The tricyclics amitriptyline, clomipramine, imipramine, trimipramine, doxepin, and dothiepin are tertiary amines. Tertiary amines are demethylated to secondary amines mainly by CYP2C19, but also by CYP1A2, CYP2C9, and CYP3A4, while both tertiary and secondary undergo parallel hydroxylation reactions mainly by CYP2D6, with CYP2C19 making a lesser contribution (<xref ref-type="bibr" rid="B52">Bertilsson et al., 2002</xref>; <xref ref-type="bibr" rid="B8">Aitchison, 2003</xref>; <xref ref-type="bibr" rid="B49">Bertilsson, 2007</xref>). The secondary amine metabolites of amitriptyline and imipramine are nortriptyline and desipramine, respectively, each also available as licensed medications.</p>
<p>Using hepatic microsomes of varying CYP2C19 activity and recombinant CYPs, <xref ref-type="bibr" rid="B320">Koyama et al. (1997)</xref> demonstrated that imipramine <italic>N</italic>-demethylation was catalyzed by CYP2C19 and CYP1A2 (high affinity and low affinity components, respectively), imipramine 2-hydroxylation was mediated by CYP2D6 and CYP2C19 (high affinity and low affinity components, respectively), and that in individuals deficient in CYP2C19, CYP1A2, and CYP2D6 play a major role in imipramine <italic>N</italic>-demethylation and 2-hydroxylation respectively. Among the recombinant human CYPs, CYP2C19, 2C18, 2D6, 1A2, 3A4, and 2B6 in rank order catalyzed the <italic>N</italic>-demethylation, whereas CYP2D6, 2C19, 1A2, 2C18, and 3A4 catalyzed the <italic>2</italic>-hydroxylation. In a monoclonal antibody inhibition, <xref ref-type="bibr" rid="B603">Yang et al. (1999)</xref> concluded similarly that imipramine was metabolized to 2-hydroxyimipramine by 2C19 and 2D6, and to desipramine by 1A2, 2C18, 2C19, and 2D6, with the contributions of the isoforms to desipramine formation varying for 2C19 (13&#x2013;50%), 1A2 (23&#x2013;41%), and 3A4 (8&#x2013;26%).</p>
<p>Tricyclic antidepressants inhibit presynaptic noradrenaline (also known as norepinephrine) and serotonin reuptake via the noradrenaline and serotonin transporters, respectively, with the tertiary amines having a greater affinity for the serotonin transporter than the secondary amines, which are relatively selective for the noradrenaline transporter (<xref ref-type="bibr" rid="B426">Owens, 1996</xref>). The tertiary amines are therefore dual SNRIs, while the secondary amines are noradrenaline reuptake inhibitors (or NARIs). There are also contrasts in their CYP inhibition. Tertiary amines TCAs (e.g., amitriptyline, imipramine) inhibit CYP2C19 (estimated Ki of 37.7 and 56.8 &#x03BC;M, respectively). By contrast, the secondary amines show negligible CYP2C19 inhibition activity (<xref ref-type="bibr" rid="B507">Shin et al., 2002</xref>) but inhibit CYP2D6 slightly more than tertiary amine TCAs; for example, estimated K<sub><italic>i</italic></sub> values for the tertiary amine TCAs amitriptyline and imipramine are 31.0, 28.6 &#x03BC;M, respectively, with K<sub><italic>i</italic></sub> s for nortriptyline and desipramine being 7.9 and 12.5 (<xref ref-type="bibr" rid="B507">Shin et al., 2002</xref>). Although therapeutic plasma concentrations are less than 1 &#x03BC;M (<xref ref-type="bibr" rid="B605">Yau et al., 2007</xref>; <xref ref-type="bibr" rid="B10">Aitchison et al., 2010</xref>), cerebral concentrations may be higher (<xref ref-type="bibr" rid="B588">Weigmann et al., 2000</xref>; <xref ref-type="bibr" rid="B10">Aitchison et al., 2010</xref>). Further, this differential may be affected by factors such as p-gp expression at the blood&#x2013;brain barrier. It is therefore possible that with repeated dosing, as the concentration of a tertiary amine TCA increases in the brain, that the level of CYP2C19 inhibition increases, and that this leads to reduction in the demethylation reaction centrally. This would be expected to be associated with a greater degree of dual reuptake inhibition and may at least partly explain the clinical observation of time for antidepressant effect to maximize. This hypothesis is consistent with a report of an inverse relationship between CYP2C19 activity and response to TCAs (mainly tertiary amines, Aitchison et al., under revision).</p>
<p>There are also contrasts between the tertiary and secondary amines and side effect/adverse drug reaction potential. The side effects are associated with antagonism at the following receptors: adrenergic &#x03B1;1 and &#x03B1;2 receptors, muscarinic (cholinergic) receptors, and histamine H1 receptors (<xref ref-type="bibr" rid="B119">Cusack et al., 1994</xref>; <xref ref-type="bibr" rid="B428">Owens et al., 1997</xref>; <xref ref-type="bibr" rid="B490">Sanchez and Hyttel, 1999</xref>). Specifically, blockade of muscarinic receptors in the parasympathetic nervous system is associated with dry mouth, blurred vision, constipation, urinary retention, and if at toxic levels, delirium; alpha adrenergic receptor antagonism is associated with orthostatic hypotension; and histamine H1 receptor blockade with sedation and weight gain. Other side effects (such as palpitations, vertigo, sweating, tremors, and interference with sexual function) may also occur (<xref ref-type="bibr" rid="B28">Asberg et al., 1970</xref>; <xref ref-type="bibr" rid="B624">Ziegler et al., 1978</xref>; <xref ref-type="bibr" rid="B565">Uher et al., 2009a</xref>; <xref ref-type="bibr" rid="B244">Hodgson et al., 2015</xref>) and may represent more than one pharmacodynamic mechanism. The tertiary amine TCAs have greater cholinergic receptor binding than the secondary amines, which in turn have greater affinity than the hydroxylated metabolites (<xref ref-type="bibr" rid="B486">Rudorfer and Potter, 1999</xref>). Some effects may be related to specific metabolites (e.g., <italic>N</italic>-methyl quaternary ammonium derivatives of amitriptyline, doxepin, and imipramine are antagonists at both central nervous system and cardiac muscarinic receptors) (<xref ref-type="bibr" rid="B153">Ehlert et al., 1990</xref>). Hydroxylated metabolite concentration has been associated with increases QTc interval (<xref ref-type="bibr" rid="B495">Schneider et al., 1988</xref>; <xref ref-type="bibr" rid="B530">Stern et al., 1991</xref>). It is therefore possible that CYP2D6 UM might have elevated hydroxy-metabolite plasma concentrations (<xref ref-type="bibr" rid="B50">Bertilsson et al., 1985</xref>) resulting in an increased risk of cardiotoxicity. Moreover, therapeutic drug monitoring does not usually include measuring hydroxylated metabolite plasma concentrations. In the case of a combination of CYP2C19 poor metabolizer status and CYP2D6 UM status, it might be advisable to avoid TCA prescription; this is in fact the CPIC recommendation for this combination [Table 4 in <xref ref-type="bibr" rid="B237">Hicks et al. (2017)</xref>].</p>
<p>The association between <italic>CYP2D6</italic> and <italic>CYP2C19</italic> genotype and clinical response to TCAs (treatment efficacy and/or side effects) has been reviewed (<xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>). In brief, studies support the existence of a concentration&#x2013;effect relationship for TCAs and/or their active metabolites (<xref ref-type="bibr" rid="B623">Ziegler et al., 1977</xref>; <xref ref-type="bibr" rid="B519">Sj&#x00F6;qvist et al., 1980</xref>; <xref ref-type="bibr" rid="B206">Gram et al., 1984</xref>; <xref ref-type="bibr" rid="B440">Perry et al., 1987</xref>) (<xref ref-type="bibr" rid="B454">Preskorn and Jerkovich, 1990</xref>). In an early report, high concentrations of nortriptyline were linked to adverse effects, with decreased antidepressant effect (<xref ref-type="bibr" rid="B28">Asberg et al., 1970</xref>). Concentration-dependent side effects have been observed in individuals deficient in CYP2D6 when treated with usual doses of TCAs from accumulation of the parent drug and/or active metabolites (<xref ref-type="bibr" rid="B55">Bertilsson et al., 1981</xref>; <xref ref-type="bibr" rid="B518">Sj&#x00F6;qvist and Bertilsson, 1984</xref>; <xref ref-type="bibr" rid="B36">Balant-Gorgia et al., 1989</xref>). Ethnic groups with a higher frequency of CYP2D6 IM alleles achieve higher levels of TCAs than Whites and have a faster rate of recovery from depressive episodes (<xref ref-type="bibr" rid="B462">Raskin and Crook, 1975</xref>; <xref ref-type="bibr" rid="B622">Ziegler and Biggs, 1977</xref>; <xref ref-type="bibr" rid="B485">Rudorfer and Robins, 1982</xref>). An excess of CYP2D6 PM alleles has been found in amongst patients with a history of adverse reactions to TCAs and relevant SSRIs (<xref ref-type="bibr" rid="B95">Chen et al., 1996</xref>). CYP2D6 PMs have high levels of desipramine, associated with adverse effects necessitating dose reduction (<xref ref-type="bibr" rid="B525">Spina et al., 1997</xref>). An inverse correlation between the frequency of adverse drug events and number of functional CYP2D6 genes has been found, including patients on TCAs (<xref ref-type="bibr" rid="B104">Chou et al., 2003</xref>). Studies published since the <xref ref-type="bibr" rid="B237">Hicks et al. (2017)</xref> review include that of <xref ref-type="bibr" rid="B244">Hodgson et al. (2015)</xref>.</p>
<p>There are guidelines by both CPIC and DPWG (for a comparison, see <xref ref-type="bibr" rid="B39">Bank et al., 2018</xref>). CPIC guidelines for CYP2D6 are as follows: for both PMs and UMs, it is suggested to avoid use of TCAs due to possible side effects or subthreshold concentrations, respectively. In both cases, when TCAs are still prescribed, therapeutic drug monitoring is recommended, with PMs starting at 50% regular dosage and for UMs consideration being given to use TDM to titrate up to a higher target dose. The DPWG provide specific suggested increases in the starting dosages for amitriptyline, clomipramine, doxepin, imipramine, and nortriptyline of 125, 150, 200, 170%, respectively followed by TDM (<xref ref-type="bibr" rid="B39">Bank et al., 2018</xref>). For CYP2D6 IMs, a 25% reduction in the initial dose is recommended by CPIC. For many drugs, evidence is still accumulating, and therefore implementation of the recommendations is &#x201C;optional,&#x201D; or at prescriber discretion.</p>
<p>In regard to CYP2C19 status, there are CPIC guidelines for the tertiary amines amitriptyline, clomipramine, doxepin, imipramine, and trimipramine. For CYP2D6 UMs, RMs, or PMs, CPIC provides an optional recommendation to substitute with medications not metabolized by CYP2C19, such as nortriptyline or desipramine. In the case of CYPC19 PMs, a 50% decrease in initiation dose is suggested, with TDM to guide titration (<xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>).</p>
<p>There are also CPIC guidelines for amitriptyline where both CYP2D6 and CYP2C19 data are available. If an individual is a CYP2D6 or CYP2C19 PM and a NM for the other enzyme, it is recommended to avoid the medication or, if warranted, consider a 50% decrease in initiation dose; for a CYP2D6 UM and CYP2C19 NM, it is recommended to avoid the medication or, if warranted, consider titrating to a higher target dose (compared to CYP2D6 NMs); and for a CYP2D6 IM and CYP2C19 NM, to consider a 25% decrease in initiation dose ((<xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>). No adjustments in dosage is necessary for those who are NMs for CYP2D6 and CYP2C19, or an NM for CYP2D6 and an IM for CYP2C19 (<xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>).</p>
</sec>
<sec id="S8.SS3.SSS2">
<title>Tetracyclic Antidepressants</title>
<p>Mirtazapine acts as antagonist at adrenergic &#x03B1;<sub>2</sub>-autoreceptors and &#x03B1;<sub>2</sub>-heteroreceptors as well as at 5-HT<sub>2</sub> and 5-HT<sub>3</sub> receptors (<xref ref-type="bibr" rid="B25">Anttila and Leinonen, 2001</xref>). The &#x03B1;<sub>2</sub>-autoreceptor blockade leads to increased release of noradrenaline while the blockade of &#x03B1;<sub>2</sub>-heteroreceptor on serotonergic neurons increases serotonin release. Owing to antagonism of 5-HT<sub>2</sub> and 5-HT<sub>3</sub>, transmission is enhanced at only 5-HT<sub>1A</sub> (and related receptors). It is a racemic mixture of <italic>R</italic>(&#x2212;) and <italic>S</italic>(+)-enantiomers, with effects on heart rate and blood pressure correlating more strongly with <italic>R</italic> (&#x2212;) than with <italic>S</italic> (+) concentration, and sedation being associated with both enantiomers (<xref ref-type="bibr" rid="B72">Brockm&#x00F6;ller et al., 2007</xref>). The main metabolic pathway for mirtazapine is 8-hydroxylation, catalyzed by mainly by CYP2D6 (65%) at low concentrations, reducing to 20% at higher concentrations, where CYP1A2 (50%), CYP3A4 (20%), and CYP2C9 (10%) contribute more (<xref ref-type="bibr" rid="B126">Dahl et al., 1997</xref>; <xref ref-type="bibr" rid="B534">St&#x00F6;rmer et al., 2000</xref>). Other metabolic pathways are <italic>N</italic>-demethylation and <italic>N</italic>-oxidation. The former is conducted by mainly by CYP3A4 (50&#x2013;70%), with CYP1A2 (50% at low concentrations, 5% at high concentrations), CYP2C8 (&#x003C;20%), and CYP2C9 (&#x003C;5%) also contributing. <italic>N</italic>-oxidation is catalyzed by CYP1A2 and CYP3A4, with the former playing a larger role (80%) at low concentrations and the latter being responsible for a greater proportion (85%) of the reaction at higher drug concentrations (<xref ref-type="bibr" rid="B126">Dahl et al., 1997</xref>; <xref ref-type="bibr" rid="B534">St&#x00F6;rmer et al., 2000</xref>). Enzyme polymorphism may additionally affect the relative contributions of these CYPs.</p>
<p>The maximum concentration and area under the curve are greater in females as compared to males (<xref ref-type="bibr" rid="B550">Timmer et al., 2000</xref>; <xref ref-type="bibr" rid="B499">Sennef et al., 2003</xref>). In non-smokers and at lower concentrations of mirtazapine, <italic>CYP2D6</italic> genotype affects the plasma levels and clearance of the <italic>S</italic>-enantiomer and its metabolites (<xref ref-type="bibr" rid="B534">St&#x00F6;rmer et al., 2000</xref>; <xref ref-type="bibr" rid="B72">Brockm&#x00F6;ller et al., 2007</xref>; <xref ref-type="bibr" rid="B508">Sirot et al., 2012</xref>; <xref ref-type="bibr" rid="B226">Hayashi et al., 2015</xref>). At higher concentrations (250 &#x03BC;M), CYP3A4 contributes to about 70%, while CYP2D6, CYP2C8, CYP2C9, and CYP1A2 each account for less than 15% of its metabolism (<xref ref-type="bibr" rid="B534">St&#x00F6;rmer et al., 2000</xref>). Unlike the tricyclics, there is no clear relationship between mirtazapine plasma concentration and its efficacy. While an increase in the maximal serum concentration for coadministered amitriptyline has been described (<xref ref-type="bibr" rid="B499">Sennef et al., 2003</xref>), the overall inhibitory effect of mirtazapine on CYPs is not thought to be clinically significant (<xref ref-type="bibr" rid="B25">Anttila and Leinonen, 2001</xref>; <xref ref-type="bibr" rid="B526">Spina et al., 2008</xref>). In the <xref ref-type="bibr" rid="B499">Sennef et al. (2003)</xref> study, coadministered amitriptyline increased the maximum concentration of mirtazapine (by 36%) in only males. <italic>S</italic>-hydroxymirtazapine concentration has been reported as being elevated in individuals of <italic>CYP2B6<sup>&#x2217;</sup>6/<sup>&#x2217;</sup>6</italic> genotype (<xref ref-type="bibr" rid="B508">Sirot et al., 2012</xref>). As yet, there are no DPWG or CPIC guidelines for mirtazapine based on genotype.</p>
</sec>
<sec id="S8.SS3.SSS3">
<title>Selective Serotonin Reuptake Inhibitors</title>
<p>The second SSRI to be synthesized, fluoxetine was the first SSRI to enter widespread use (<xref ref-type="bibr" rid="B598">Wong et al., 1974</xref>, <xref ref-type="bibr" rid="B597">1975</xref>). Selective serotonin reuptake inhibitors are now widely used to treat depression, escitalopram having the highest affinity for the serotonin transporter (<xref ref-type="bibr" rid="B427">Owens et al., 2001</xref>) and being an allosteric modulator, one molecule increasing the binding of a second at this target.</p>
<p>In brief, SSRIs are partly metabolized by CYP2D6 (<xref ref-type="bibr" rid="B73">Brosen, 1993</xref>). Demethylenation is the initial step of paroxetine metabolism (an SSRI), primarily conducted by CYP2D6 (a high affinity saturable process,<xref ref-type="bibr" rid="B62">Bloomer et al., 1992</xref>). Further conjugation of paroxetine results in glucuronide and sulfate conjugated metabolites (<xref ref-type="bibr" rid="B214">Haddock et al., 1989</xref>). Paroxetine is a potent competitive inhibitor of CYP2D6 (<xref ref-type="bibr" rid="B66">Bourin et al., 2001</xref>) nonetheless, differences in steady-state plasma concentration of paroxetine by CYP2D6 phenotype are seen (<xref ref-type="bibr" rid="B190">Gex-Fabry et al., 2008</xref>). Higher doses of paroxetine (e.g., 30 mg) are associated with a greater degree of CYP2D6 inhibition (<xref ref-type="bibr" rid="B171">Findling et al., 2006</xref>). In diabetic neuropathy, paroxetine has an analgesic effect, plasma concentrations greater than 300&#x2013;400 nmol/l being associated with optimal response (<xref ref-type="bibr" rid="B514">Sindrup et al., 1990</xref>, <xref ref-type="bibr" rid="B515">1991</xref>).</p>
<p>Fluoxetine is a racemic mixture of <italic>S</italic>(+) and <italic>R</italic>(&#x2212;)-fluoxetine, with the former being metabolized predominantly by CYP2D6 to <italic>S</italic>-norfluoxetine and the latter by CYP2D6 and CYP2C9 to <italic>R</italic>-norfluoxetine; CYP3A4 and CYP2C19 make minor contributions to this demethylation reaction (<xref ref-type="bibr" rid="B235">Hicks et al., 2015</xref>). <italic>R/S</italic>-fluoxetine and <italic>S</italic>-norfluoxetine are all potent SSRIs, with <italic>R</italic>-norfluoxetine being 20 times less potent (<xref ref-type="bibr" rid="B235">Hicks et al., 2015</xref>). The strength of CYP2D6 inhibition for SSRIs is as follows in reducing order: paroxetine, fluoxetine, norfluoxetine, desmethylcitalopram, fluvoxamine, sertraline, citalopram (<xref ref-type="bibr" rid="B44">Baumann and Rochat, 1995</xref>). Although fluoxetine is less potent as an inhibitor of CYP2D6 than paroxetine, owing to its substantially longer half-life &#x2013; 1&#x2013;3 days and 4&#x2013;6 days after acute and chronic administration, respectively, with the corresponding values being 4 and 16 days for norfluoxetine,<sup><xref ref-type="fn" rid="footnote18">18</xref></sup> inhibition effects may endure for weeks to months after multiple dosing (<xref ref-type="bibr" rid="B350">Liston et al., 2002</xref>). Fluoxetine and sertraline also inhibit CYP2C19 (<xref ref-type="bibr" rid="B51">Bertilsson and Dahl, 1996</xref>) while norfluoxetine is a moderate CYP3A4 inhibitor (<xref ref-type="bibr" rid="B229">Hemeryck and Belpaire, 2002</xref>).</p>
<p>The primary route of metabolism for citalopram (a racemic mixture of the <italic>R</italic>- and <italic>S</italic>-enantiomers of citalopram) and escitalopram (<italic>S</italic>-citalopram) is <italic>N</italic>-demethylation by CYP2C19, CYP2D6, and CYP3A4 (<xref ref-type="bibr" rid="B513">Sindrup et al., 1993</xref>; <xref ref-type="bibr" rid="B310">Kobayashi et al., 1997</xref>; <xref ref-type="bibr" rid="B476">Rochat et al., 1997</xref>; <xref ref-type="bibr" rid="B579">von Moltke et al., 2001</xref>). CYP2D6 then conducts the <italic>N</italic>-demethylation of <italic>N</italic>-desmethylescitalopram to <italic>N</italic>-didesmethylescitalopram (<xref ref-type="bibr" rid="B579">von Moltke et al., 2001</xref>). The medication and its metabolites may inhibit enzymes: citalopram and <italic>R</italic>- or <italic>S</italic>-desmethylcitalopram are weak inhibitors of CYP2C19, while <italic>R</italic>- and <italic>S</italic>-didesmethylcitalopram are moderate inhibitors, with mean IC<sub>50</sub> values of 18.7 and 12.1 &#x03BC;M, respectively. <italic>S</italic>-citalopram and <italic>S</italic>-desmethylcitalopram are weak inhibitors of CYP2D6 (IC<sub>50</sub> = 70&#x2013;80 &#x03BC;M); <italic>R</italic>-desmethylcitalopram shows stronger inhibition at this enzyme (IC<sub>50</sub> 25.5 &#x00B1; 2.1 &#x03BC;M) (<xref ref-type="bibr" rid="B579">von Moltke et al., 2001</xref>). Fluvoxamine is predominantly a CYP1A2 inhibitor (<xref ref-type="bibr" rid="B105">Christensen et al., 2002</xref>) but also inhibits other CYPs including the CYP3As (<xref ref-type="bibr" rid="B229">Hemeryck and Belpaire, 2002</xref>).</p>
<p>SSRIs are more 20 to 1500-fold more selective for inhibiting serotonin than noradrenaline. They do not stimulate the release of serotonin or norepinephrine presynaptically (<xref ref-type="bibr" rid="B483">Rothman et al., 2001</xref>) and have weak/no-direct pharmacological action at postsynaptic serotonin receptors (e.g., 5-HT<sub>1A</sub>, 5-HT<sub>2A</sub>, and 5-HT<sub>2C</sub>) (<xref ref-type="bibr" rid="B548">Thomas et al., 1987</xref>; <xref ref-type="bibr" rid="B428">Owens et al., 1997</xref>; <xref ref-type="bibr" rid="B490">Sanchez and Hyttel, 1999</xref>), and minimal binding affinity for other postsynaptic receptors (adrenergic &#x03B1;<sub>1</sub>, &#x03B1;<sub>2</sub>, and &#x03B2;, histamine H<sub>1</sub>, muscarinic, and dopamine D<sub>2</sub> receptors) (<xref ref-type="bibr" rid="B548">Thomas et al., 1987</xref>; <xref ref-type="bibr" rid="B428">Owens et al., 1997</xref>).</p>
<p>Associations between SSRI phenotypes (concentrations, efficacy, tolerability) and <italic>CYP2D6</italic> and <italic>CYP2C19</italic> genotypes are provided in Supplementary Tables S7&#x2013;S11 in <xref ref-type="bibr" rid="B235">Hicks et al. (2015)</xref>. In a meta-analysis of the main functional <italic>CYP2C19</italic> variants in Whites (the <italic>CYP2C19<sup>&#x2217;</sup>2</italic> and the <italic>CYP2C19<sup>&#x2217;</sup>17</italic>, plus wild-type by exclusion of these) for individuals treated with citalopram or escitalopram (in the GENDEP, STAR<sup>&#x2217;</sup>D, GenPod, and PGRN-AMPS studies), CYP2C19 PMs had greater symptom improvement and higher remission rates compared to NMs (<xref ref-type="bibr" rid="B164">Fabbri et al., 2018</xref>). This is consistent with earlier data indicating that CYP2C19 PMs respond better to escitalopram if treatment is tolerated (<xref ref-type="bibr" rid="B391">Mrazek et al., 2011</xref>). At weeks 2&#x2013;4, PMs showed increased risk of side effects (<xref ref-type="bibr" rid="B164">Fabbri et al., 2018</xref>). In a retrospective analysis of data from 2087 patients treated with escitalopram and genotyped for <italic>CYP2C19</italic>, PMs had an increase in exposure and a higher rate of treatment dropout compared with CYP2C19 NMs (<xref ref-type="bibr" rid="B279">Jukic et al., 2018</xref>). Conversely, the <italic>CYP2C19<sup>&#x2217;</sup>17</italic> haplotype was associated with an increase in CYP2C19 activity by approximately 20%, with those of <italic>CYP2C19<sup>&#x2217;</sup>1/<sup>&#x2217;</sup>17</italic> and <italic>CYP2C19<sup>&#x2217;</sup>17/<sup>&#x2217;</sup>17</italic> genotype showing a 50% increase in treatment failure rate compared with NMs (<xref ref-type="bibr" rid="B279">Jukic et al., 2018</xref>). Moreover, replicated findings that CYP2C19 UMs treated with escitalopram exhibit increased suicidal ideation (<xref ref-type="bibr" rid="B280">Jukic et al., 2017</xref>; <xref ref-type="bibr" rid="B459">Rahikainen et al., 2019</xref>) indicates that distinguishing between CYP2C19 NMs and UMs is clinically relevant for the escitalopram treatment. <xref ref-type="bibr" rid="B502">Shelton et al. (2020)</xref> using a combinatorial PGx algorithm (covering several different genes) reported a significant association with variation in the metabolism of escitalopram/citalopram.</p>
<p>The CPIC guidelines for SSRIs (<xref ref-type="bibr" rid="B235">Hicks et al., 2015</xref>) cover two medications for <italic>CYP2D6</italic>: paroxetine and fluvoxamine. The recommendation for paroxetine in the case of CYP2D6 UMs is to select an alternative drug and likewise for PMs, with implementation being optional for the latter. For fluvoxamine, in the case of CYP2D6 UMs there was insufficient data for a recommendation, with an optional recommendation to consider a 25&#x2013;50% reduction in the starting dose for CYP2D6 PMs, and titrate to response, or consider using an alternative medication not metabolized by CYP2D6.</p>
<p>Three medications are included in the CPIC SSRI guidelines in regard to <italic>CYP2C19</italic>: citalopram, escitalopram and sertraline. A 50% reduction of the standard dosage for the three drugs is recommended for PM status, with and titration to response, or considering using an alternative medication not metabolized by CYP2D6 (strength of the recommendation being moderate for citalopram and escitalopram and moderate for sertraline). For CYP2C19 UMs, for citalopram and escitalopram, selection of a medication not metabolized by CYP2C19 is recommended, while for sertraline, initiation at the normal dose may be tried, with substitution being considered if patients do not respond to treatment. The recommendations are classified as moderate for citalopram/escitalopram and optional for sertraline (<xref ref-type="bibr" rid="B235">Hicks et al., 2015</xref>).</p>
<p>In addition to the CPIC guidelines, <xref ref-type="bibr" rid="B532">Stingl et al. (2013)</xref> suggest that in the case of fluoxetine (not included in the guidelines above), due to its role as both substrate and inhibitor of CYP2D6, physicians should be careful if co-prescribing it with other CYP2D6 substrates.</p>
</sec>
<sec id="S8.SS3.SSS4">
<title>Serotonin Noradrenaline Reuptake Inhibitors</title>
<p>Venlafaxine is a SNRI, which means that like the tertiary amine tricyclics, it inhibits neurotransmitter reuptake at both the serotonin and the noradrenaline (also known as epinephrine) transporters The major metabolic route for venlafaxine is <italic>O</italic>-demethylation, which is mediated very specifically by CYP2D6 to an active metabolite, <italic>O</italic>-desmethylvenlafaxine (<xref ref-type="bibr" rid="B422">Otton et al., 1996</xref>). The <italic>N</italic>-demethylation is conducted by CYP3A4 and CYP2C19 (<xref ref-type="bibr" rid="B492">Sangkuhl et al., 2014</xref>). This means that the ratio of the <italic>O</italic>- and <italic>N</italic>-demethylated metabolites of venlafaxine may in fact be used as a biomarker of CYP2D6 activity, predicting CYP2D6 poor metabolizers with a specificity and sensitivity of &#x003E;85% (<xref ref-type="bibr" rid="B373">Mannheimer et al., 2016</xref>). In <italic>in vitro</italic> studies, venlafaxine is a weaker inhibitor of CYP2D6 than are the SSRIs paroxetine, fluoxetine, fluvoxamine, and sertraline, and has minimal or no effect on CYP1A2, CYP2C9, and CYP3A4 (<xref ref-type="bibr" rid="B37">Ball et al., 1997</xref>; <xref ref-type="bibr" rid="B578">von Moltke et al., 1997</xref>). In a study of 1003 Scandinavians (mostly White), it was found that CYP2D6 metabolism measured as the <italic>O/N</italic>-desmethylvenlafaxine ratio was significantly lower in carriers of <italic>CYP2D6<sup>&#x2217;</sup>41</italic> vs. <italic>CYP2D6<sup>&#x2217;</sup>9&#x2013;10</italic> (<xref ref-type="bibr" rid="B281">Jukic et al., 2019</xref>). The annotated DPWG guideline states that for CYP2D6 poor (PM) and intermediate metabolizers (IM), select an alternative to venlafaxine or reduce the dose and monitor patient&#x2019;s plasma metabolite level; for CYP2D6 ultrarapid metabolizers (UM), increase dose to 150% of the normal dose or select an alternative to venlafaxine.<sup><xref ref-type="fn" rid="footnote19">19</xref></sup></p>
<p>Duloxetine acts as a serotonin and noradrenaline reuptake inhibitor, and a weak dopamine reuptake inhibitor (e.g., in the frontal cortex).<sup><xref ref-type="fn" rid="footnote20">20</xref></sup> CYP1A2 and to a lesser extent CYP2D6 convert duloxetine into its main metabolites 4-hydroxy and 5-hydroxy duloxetine; activity (<xref ref-type="bibr" rid="B308">Knadler et al., 2011</xref>). CYP1A2 inducers including cigarette smoke therefore result in a reduction in duloxetine concentration (<xref ref-type="bibr" rid="B31">Augustin et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="S8.SS4">
<title>Atomoxetine</title>
<p>Atomoxetine is a noradrenaline reuptake inhibitor used as second-line in the treatment of ADHD. It is metabolized mainly by CYP2D6 to 4-hydroxyatomoxetine and by CYP2C19 to <italic>N</italic>-desmethylatomoxetine, which is subsequently metabolized via CYP2D6 to <italic>N</italic>-desmethyl-4-hydroxyatomoxetine (<xref ref-type="bibr" rid="B30">Atomoxetine</xref>). Other enzymes (CYP1A2, CYP2B6, CYP2C19, CYP3A4, and CYP2E1) also contribute to the hydroxylation, with glucuronidation occurring subsequently (<xref ref-type="bibr" rid="B614">Yu et al., 2016</xref>).<sup><xref ref-type="fn" rid="footnote21">21</xref></sup> Atomoxetine may take 2-4 weeks for its full effect to be seen (<xref ref-type="bibr" rid="B494">Savill et al., 2015</xref>); peak concentrations have been associated with treatment efficacy and <italic>CYP2D6</italic> genotype has been associated with both peak concentration and half-life (e.g., exposure is on average 10-fold greater in CYP2D6 PMs; reviewed in the CPIC atomoxetine guidelines, <xref ref-type="bibr" rid="B75">Brown et al., 2019</xref>). Individuals homozygous for the <italic>CYP2D6<sup>&#x2217;</sup>10</italic> haplotype show a 5-fold higher peak atomoxetine concentration compared with individuals with at least one normal function haplotype; individuals heterozygous for the <italic>CYP2D6<sup>&#x2217;</sup>10</italic> also had higher atomoxetine exposure compared with CYP2D6 NMs (<xref ref-type="bibr" rid="B116">Cui et al., 2007</xref>; <xref ref-type="bibr" rid="B380">Matsui et al., 2012</xref>; <xref ref-type="bibr" rid="B79">Byeon et al., 2015</xref>).</p>
<p>The initiation dose for children and adolescents 0.5mg/kg/day. For UMs, NMs and IMs without a <italic>CYP2D6<sup>&#x2217;</sup>10</italic>, after three days an increase in dose to 1.2mg/kg/day is recommended. At the two week point, if there is neither efficacy nor adverse events, measurement of peak concentration 1&#x2013;2 h after dose should be considered, and should this be less than 200 ng/ml, the dose may be increased until the concentration reaches 400 ng/ml. For those with an activity score of 0 (PMs), 0.5&#x2013;1.0 (IMs including those with a <italic>CYP2D6<sup>&#x2217;</sup>10</italic>) the recommendation is that if there is neither efficacy nor adverse events by two weeks, to consider measuring plasma concentration 2&#x2013;4 h (4 h for PMs) after dosing; if response is inadequate and the concentration is less than 200 ng/ml, the dose may be increased to approach 400 ng/ml; while if unacceptable side effects are present at any time, a reduction in dose should be considered. Of note, while the strength of the evidence for IMs, NMs, and UMs is moderate, for PMs, it is strong (<xref ref-type="bibr" rid="B75">Brown et al., 2019</xref>).</p>
<p>For adults, the starting dose is 40 mg/day. For UMs, NMs and IMs without a <italic>CYP2D6<sup>&#x2217;</sup>10</italic>, the dose should be increased to 80 mg/day after three days; if there is neither efficacy nor adverse events at two weeks, it is recommended to consider increasing the dose to 100 mg/day. After a further two weeks, if there is no clinical response, measurement of peak concentration 1&#x2013;2 h after dose should be considered, and should this be less than 200 ng/ml, the dose may be increased until the concentration reaches 400 ng/ml. Doses above 100 mg/day may be needed to achieve target concentrations. For those with an activity score of 0, or 0.5&#x2013;1.0 (IMs including those with a <italic>CYP2D6<sup>&#x2217;</sup>10</italic>), the recommendation is that if there is neither efficacy nor adverse events, at two weeks increase the dose to 80 mg/day. If resultant efficacy is inadequate, consideration should be given to measuring plasma concentration 2&#x2013;4 h (4 h for PMs) after dosing; if the concentration is less than 200 ng/ml, the dose may be increased to approach 400 ng/ml; while if unacceptable side effects are present at any time, a reduction in dose should be considered.</p>
<p>To date one paper shows an association between <italic>CYP2C19</italic> and atomoxetine pharmacokinetics, with PMs showing higher atomoxetine concentration and half-life, and with correspondingly lower values for <italic>N</italic>-desmethylatomoxetine (<xref ref-type="bibr" rid="B103">Choi et al., 2014</xref>). Replication of this is required before any guidelines result.</p>
</sec>
</sec>
<sec id="S9">
<title>Conclusion</title>
<p>Many genetic variants in drug metabolizing enzymes and transporters have been shown to be relevant for psychiatry. Associations are strong enough to feature on drug labels and for prescribing guidelines based on such data (CPIC; DPWG). The International Society of Psychiatric Genetics recommends HLA-A and HLA-B testing prior to use of carbamazepine and oxcarbazepine, and suggests that genetic information for <italic>CYP2C19</italic> and <italic>CYP2D6</italic> would be likely to be most beneficial for individuals who have experienced insufficient efficacy or an adverse reaction to a previously tried antidepressant or antipsychotic (International Society for Psychiatric Genetics [ISPG], 2019). A range of (non-validated) commercial tests are currently available; however, there is variability in included genetic variants, methodology, and interpretation. This variability presents challenges for clinicians and other end users. <xref ref-type="bibr" rid="B378">Maruf et al. (2020)</xref> suggest the following should be considered: (a) whether or not the lab is accredited; (b) the relevance of the genetic variants to the medications of interest; (c) test logistics (such as turnaround time). With genes such as <italic>CYP2D6</italic> that are particularly challenging, a pragmatic approach may need to be taken: balancing a desire for a fast turnaround in a clinically accredited laboratory with a comprehensive coverage of all relevant functional variants.</p>
<p>While considerable progress has been made in determining reference samples by <xref ref-type="bibr" rid="B185">Gaedigk et al. (2019)</xref>, what is still required is a consensus regarding the minimum set of informative variants in relevant genes that should be genotyped, methodologies for genotyping these efficiently and in a validated manner, and standardized interpretation with reporting algorithms and decision-support tools that can be integrated into electronic medical records. In addition, there has been relatively little work to date clinical associations with genetic variants in more than one gene (amitriptyline in <xref ref-type="bibr" rid="B237">Hicks et al., 2017</xref>; <xref ref-type="bibr" rid="B207">Greden et al., 2019</xref>, Aitchison et al., in submission). Depression was predicted to be responsible for the greatest global burden of disease by 2030 (<xref ref-type="bibr" rid="B368">Malhi and Mann, 2018</xref>) and in fact, given the evidence of increasing prevalence in association with the current viral pandemic (<xref ref-type="bibr" rid="B247">Holmes et al., 2020</xref>; <xref ref-type="bibr" rid="B186">Galea et al., 2020</xref>), this may be an underestimate. Depression is the mental health condition with the most prescribing guidelines in association with gene&#x2013;drug pairs. Pharmacogenetically informed care has the potential to enhance treatment efficacy and reduce ADRs for this common disorder associated with not only the type of health burdens previously measured but also with a negative impact on outcomes from other health conditions ranging from cardiovascular to infectious diseases. Further, pharmacogenetics may not only reduce the risk of undesirable drug-drug interactions but may also in fact inform the utility of drug-drug interactions that may have a beneficial therapeutic effect &#x2013; such as the induction of expression of <italic>ABCB1</italic> (<xref ref-type="bibr" rid="B549">Tian et al., 2005</xref>) (which may be associated with viral resistance). Significant ground in this area has been covered to date, but much remains to be covered. For example, <italic>ABCB1</italic> would appear to be the <italic>CYP2D6</italic> equivalent of drug transporters and is largely uncharted territory in terms of specific genotype&#x2013;phenotype relationships by substrate binding including cooperativity, inhibition, and induction.</p>
</sec>
<sec id="S10">
<title>Author Contributions</title>
<p>All authors contributed to manuscript drafting (each citation being reviewed by at least two authors), and approved the final version for publication.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>KA is a member of the Pharmacogene Variation Consortium, Clinical Pharmacogenetics Implementation Consortium, has received two research grants in the last two years from Janssen Inc., Canada (fellowship grants for trainees) and provided consultancy services (unpaid) for HLS Therapeutics. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> MC was funded by a University of Alberta Office of the Provost and VP (Academic) Summer Student Award). BCH, VY, and JH were funded by an Alberta Innovates Strategic Research Project: SRP51_PRIME &#x2013; Pharmacogenomics for the Prevention of Adverse Drug Reactions in mental health (PI KJA, Co-PI Chad Bousman), grant agreement number G2018000868.</p>
</fn>
</fn-group>
<ack>
<p>We thank Glen Baker for his helpful comments on some draft text for one section of the manuscript and Keanna Wallace for some proofreading and referencing.</p>
</ack>
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</fn-group>
</back>
</article>
