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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1142680</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1142680</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Medicinal cannabis for psychiatry-related conditions: an overview of current Australian prescribing</article-title>
<alt-title alt-title-type="left-running-head">Cairns et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1142680">10.3389/fphar.2023.1142680</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cairns</surname>
<given-names>Elizabeth A.</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>
<uri xlink:href="https://loop.frontiersin.org/people/1299644/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Benson</surname>
<given-names>Melissa J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bedoya-P&#xe9;rez</surname>
<given-names>Miguel A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/552364/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Macphail</surname>
<given-names>Sara L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1714167/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mohan</surname>
<given-names>Adith</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cohen</surname>
<given-names>Rhys</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sachdev</surname>
<given-names>Perminder S.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/7050/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>McGregor</surname>
<given-names>Iain S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/99942/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>The Lambert Initiative for Cannabinoid Therapeutics</institution>, <institution>The University of Sydney</institution>, <addr-line>Sydney</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Faculty of Medicine and Health</institution>, <institution>School of Pharmacy</institution>, <institution>The University of Sydney</institution>, <addr-line>Sydney</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Brain and Mind Centre</institution>, <institution>The University of Sydney</institution>, <addr-line>Camperdown</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Faculty of Science</institution>, <institution>School of Psychology</institution>, <institution>The University of Sydney</institution>, <addr-line>Sydney</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Centre for Healthy Brain Ageing (CHeBA)</institution>, <institution>Discipline of Psychiatry and Mental Health</institution>, <institution>Faculty of Medicine and Health</institution>, <institution>University of New South Wales</institution>, <addr-line>Sydney</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Neuropsychiatric Institute</institution>, <institution>The Prince of Wales Hospital</institution>, <addr-line>Randwick</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/701711/overview">Francesca Baratta</ext-link>, University of Turin, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/148411/overview">Patricia Di Ciano</ext-link>, University of Toronto, Canada</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1189534/overview">Janet Schloss</ext-link>, Southern Cross University, Australia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/767367/overview">Chun Guang Li</ext-link>, Western Sydney University, Australia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Iain S. McGregor, <email>iain.mcgregor@sydney.edu.au</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1142680</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Cairns, Benson, Bedoya-P&#xe9;rez, Macphail, Mohan, Cohen, Sachdev and McGregor.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Cairns, Benson, Bedoya-P&#xe9;rez, Macphail, Mohan, Cohen, Sachdev and McGregor</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>
<bold>Objective:</bold> Evidence is accumulating that components of the <italic>Cannabis sativa</italic> plant may have therapeutic potential in treating psychiatric disorders. Medicinal cannabis (MC) products are legally available for prescription in Australia, primarily through the Therapeutic Goods Administration (TGA) Special Access Scheme B (SAS-B). Here we investigated recent prescribing practices for psychiatric indications under SAS-B by Australian doctors.</p>
<p>
<bold>Methods:</bold> The dataset, obtained from the TGA, included information on MC applications made by doctors through the SAS-B process between 1st November 2016 and 30th September 2022 inclusive. Details included the primary conditions treated, patient demographics, prescriber location, product type (e.g., oil, flower or capsule) and the general cannabinoid content of products. The conditions treated were categorized according to the Diagnostic and Statistical Manual of Mental Disorders, 5th edition, text revision (DSM-5-TR). Trends in prescribing for conditions over time were analyzed via polynomial regression, and relationships between categorical variables determined via correspondence analyses.</p>
<p>
<bold>Results:</bold> Approximately 300,000 SAS-B approvals to prescribe MC had been issued in the time period under investigation. This included approvals for 38 different DSM-5-TR defined psychiatric conditions (33.9% of total approvals). The majority of approvals were for anxiety disorders (66.7% of psychiatry-related prescribing), sleep-wake disorders (18.2%), trauma- and stressor-related disorders (5.8%), and neurodevelopmental disorders (4.4%). Oil products were most prescribed (53.0%), followed by flower (31.2%) and other inhaled products (12.4%). CBD-dominant products comprised around 20% of total prescribing and were particularly prevalent in the treatment of autism spectrum disorder. The largest proportion of approvals was for patients aged 25&#x2013;39&#xa0;years (46.2% of approvals). Recent dramatic increases in prescribing for attention deficit hyperactivity disorder were identified.</p>
<p>
<bold>Conclusion:</bold> A significant proportion of MC prescribing in Australia is for psychiatry-related indications. This prescribing often appears somewhat &#x201c;experimental&#x201d;, given it involves conditions (e.g., ADHD, depression) for which definitive clinical evidence of MC efficacy is lacking. The high prevalence of THC-containing products being prescribed is of possible concern given the psychiatric problems associated with this drug. Evidence-based clinical guidance around the use of MC products in psychiatry is lacking and would clearly be of benefit to prescribers.</p>
</abstract>
<kwd-group>
<kwd>medicinal cannabis</kwd>
<kwd>Australia</kwd>
<kwd>psychiatry</kwd>
<kwd>anxiety disorders</kwd>
<kwd>prescribing</kwd>
<kwd>medicinal cannabis use</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Ethnopharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Cannabis is a drug that has had a somewhat troubled relationship with psychiatry. The classic writings of Moreau de Tours described how hashish can precipitate an acute psychotic state (<xref ref-type="bibr" rid="B1">Abel, 2005</xref>), and numerous subsequent studies have probed the complex relationship between chronic cannabis use and schizophrenia (<xref ref-type="bibr" rid="B5">Arseneault et al., 2002</xref>; <xref ref-type="bibr" rid="B33">D&#x27;Souza et al., 2022</xref>; <xref ref-type="bibr" rid="B55">Hill, 2015</xref>; <xref ref-type="bibr" rid="B81">National Academies of Sciences, 2017</xref>; <xref ref-type="bibr" rid="B87">Pasman et al., 2018</xref>). Recent analyses suggest that high frequency use of more potent cannabis may be a risk factor for schizophrenia, although the debate continues (<xref ref-type="bibr" rid="B29">Colizzi et al., 2020</xref>; <xref ref-type="bibr" rid="B33">D&#x27;Souza et al., 2022</xref>; <xref ref-type="bibr" rid="B38">Di Forti et al., 2019</xref>). A modest non-causal association between cannabis use and depression is also widely proposed (<xref ref-type="bibr" rid="B51">Gorfinkel et al., 2020</xref>; <xref ref-type="bibr" rid="B58">Hodgson et al., 2020</xref>; <xref ref-type="bibr" rid="B85">Onaemo et al., 2021</xref>). Delayed initiation of cannabis use by adolescents most likely benefits their mental health, although claims of cannabis use causing irreversible adolescent brain damage have been largely debunked, though some uncertainty remains (<xref ref-type="bibr" rid="B35">DeLisi, 2008</xref>; <xref ref-type="bibr" rid="B122">Weiland et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Fischer et al., 2022</xref>).</p>
<p>Sitting somewhat uncomfortably against this backdrop is the growing access to cannabis for medicinal purposes across many jurisdictions. Medicinal cannabis (MC) in Australia became legally available to prescribe in November 2016, enabling patient access to quality standardized medicinal cannabis products, even though they fall outside the &#x201c;Australian Register of Therapeutic Goods&#x201d;. Access is regulated by the Therapeutic Goods Administration (TGA), with the main access mechanism known as the Special Access Scheme B (SAS-B), whereby healthcare practitioners apply to the TGA to prescribe a specific type of product to an individual patient with a specific indication (reviewed in <xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>).</p>
<p>Patient access to medical cannabis in Australia was initially very slow (<xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>), due to a cumbersome application processes and high cost of products on offer (<xref ref-type="bibr" rid="B71">Lintzeris et al., 2022</xref>). An additional problem was that medical professionals felt relatively uneducated about medicinal cannabis products, regulatory frameworks, and therapeutic value despite ever-increasing patient interest (<xref ref-type="bibr" rid="B63">Karanges et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Benson et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Bawa et al., 2022</xref>). The past 2&#xa0;years, however, has seen a dramatic rise in prescribing due to streamlined application processes, improved doctor education and a rise in cannabis-access clinics that specialize in MC prescribing (<xref ref-type="bibr" rid="B63">Karanges et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Benson et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Bawa et al., 2022</xref>). Accordingly, at the time of writing, the TGA has now issued more than 360,000 approvals for medicinal cannabis access in Australia through the SAS-B scheme. An increasing number of prescriptions are also now being made under the &#x201c;Authorised Prescriber&#x201d; scheme which provides a blanket approval for a healthcare practitioner to prescribe products to patients with a specific indication (<xref ref-type="bibr" rid="B110">Therapeutic Goods Administration, 2022a</xref>).</p>
<p>There are now more than 360 distinct medicinal cannabis products currently accessible to patients involving many different formulations, routes of administration, and cannabinoid profiles (<xref ref-type="bibr" rid="B111">Therapeutic Goods Administration, 2022b</xref>). The majority are oral formulations (oils, sprays, capsules) although there has been a recent surge in the use of plant cannabis products (also known as &#x201c;flower&#x201d; or &#x201c;flos&#x201d;) (<xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>). The TGA identifies five different categories of product according to their &#x2206;<sup>9</sup>-tetrahydrocannabinol (THC) and cannabidiol (CBD) content, with around one third of available products primarily containing CBD (<xref ref-type="bibr" rid="B111">Therapeutic Goods Administration, 2022b</xref>).</p>
<p>The optimal clinical use of different products and cannabinoid profiles across different conditions is still uncertain. Recent analyses lend some support to the use of THC in treating chronic pain, multiple sclerosis spasticity, anorexia/cachexia and Tourette syndrome (<xref ref-type="bibr" rid="B81">National Academies of Sciences, 2017</xref>; <xref ref-type="bibr" rid="B109">Therapeutic Goods Administration, 2019</xref>) while evidence supports CBD efficacy in the treatment of epilepsy (<xref ref-type="bibr" rid="B36">Devinsky et al., 2017</xref>; <xref ref-type="bibr" rid="B37">Devinsky et al., 2018</xref>). CBD may attenuate some of the intoxicating and other adverse psychological effects of THC, although the evidence for this is mixed (<xref ref-type="bibr" rid="B4">Arkell et al., 2019</xref>; <xref ref-type="bibr" rid="B47">Freeman et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Englund et al., 2022</xref>; <xref ref-type="bibr" rid="B61">Hutten et al., 2022</xref>; <xref ref-type="bibr" rid="B129">Zamarripa et al., 2023</xref>).</p>
<p>CBD has generated some excitement in neurology and psychiatry with the proprietary oil-based CBD formulation &#x201c;Epidyolex&#x201d; now an FDA- and TGA-approved medicine for the treatment of specific intractable childhood epilepsies (<xref ref-type="bibr" rid="B89">Pauli et al., 2020</xref>). With antiepileptic drugs often successfully co-opted as psychiatric medications, it is perhaps not surprising to learn that CBD given either alone (<xref ref-type="bibr" rid="B69">Leweke et al., 2012</xref>) or as an adjunct to standard antipsychotic therapy (<xref ref-type="bibr" rid="B77">McGuire et al., 2018</xref>) shows some promise in the treatment of psychosis. Observational studies of patients, as well as open-label trials and small randomized-controlled trials (RCTs), indicate additional promise for CBD in the treatment of anxiety disorders (<xref ref-type="bibr" rid="B75">Masataka, 2019</xref>; <xref ref-type="bibr" rid="B2">Appiah-Kusi et al., 2020</xref>; <xref ref-type="bibr" rid="B53">Gulbransen et al., 2020</xref>; <xref ref-type="bibr" rid="B15">Berger, Amminger, et al., 2022</xref>). Preclinical evidence has suggested that CBD may curb addictions, with notable effects in animal models of methamphetamine and alcohol self-administration (<xref ref-type="bibr" rid="B54">Hay et al., 2018</xref>; <xref ref-type="bibr" rid="B116">Turna et al., 2019</xref>). These effects are currently being translated into clinical trials (e.g., NCT03248167, NCT03252756), with some recent findings suggesting beneficial utility in related substance abuse - cannabis-use disorder (<xref ref-type="bibr" rid="B49">Freeman et al., 2020</xref>).</p>
<p>Overall, despite some promise, the conclusions of recent systematic reviews are cautious around the use of cannabis-based medicines in psychiatric disorders citing the poor quality and patchy outcomes underpinning current evidence (<xref ref-type="bibr" rid="B18">Black et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Bonaccorso et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Hoch et al., 2019</xref>; <xref ref-type="bibr" rid="B9">Bahji et al., 2020</xref>; <xref ref-type="bibr" rid="B22">Botsford et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Khan et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Sarris et al., 2020</xref>; <xref ref-type="bibr" rid="B66">Kloiber et al., 2021</xref>; <xref ref-type="bibr" rid="B102">Stanciu et al., 2021</xref>). Establishing the therapeutic potential of cannabis-based medicines in psychiatry, therefore, remains a work in progress.</p>
<p>With this in mind, the current study involved analysis of the recent patterns of prescribing medicinal cannabis within Australia as it pertains to psychiatry-related conditions. Through information available through the TGA on SAS-B approvals, we examined the extent to which these products are being accessed via current schemes for psychiatry-related conditions, and relevant patient demographics and product characteristics.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>TGA approvals dataset</title>
<p>Anonymous de-identified data were obtained from the TGA through a Freedom of Information (FOI) request, informed by previous datasets (FOI 2013, 2250, 2274, 2370, 2419, 3653). Data were released from the TGA on 18th November 2022, and provided information around all SAS-B applications submitted by clinicians between 1st January 2016 and 30th September 2022 (<italic>n</italic> &#x3d; 297,409). Applications &#x201c;awaiting decision&#x201d;, &#x201c;cancelled/withdrawn&#x201d;, or &#x201c;rejected&#x201d; were not included in the analyses (<italic>n</italic> &#x3d; 4,662) or those with applications dated prior to November 2016 (<italic>n</italic> &#x3d; 13).</p>
</sec>
<sec id="s2-2">
<title>Data preparation</title>
<p>Data were received in a Microsoft Excel file. As in our previous analysis of SAS-B prescribing trends (<xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>), the indication noted by clinicians in their SAS-B applications were not systematic and so required recoding. Indications were first coded according to the International Statistical Classification of Diseases and Related Health Problems 10th Revision (ICD-10; WHO, version 2019&#x2014;English). Where required, ambiguous indications were assigned the nearest possible indication. They were then further categorized according to the Diagnostic and Statistical Manual of Mental Disorders, 5th edition, Text Revision (DSM-5-TR), and verified by two independent practicing psychiatrists (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>).</p>
<p>Products were grouped into 11 types (capsules, extracts, crystal, flower, inhaled, lozenge, oil, spray, tablet, topical, wafer; <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). The dataset contained little information that would allow an accurate analysis of the dose and/or specific medicinal cannabis product being used other than whether the product fell within Schedule 4 (&#x2265;98% CBD of total cannabinoid content) or Schedule 8 (containing &#x2265;2% THC of total cannabinoid content) as specified by the Standard for the Uniform Scheduling of Medicines and Poisons (SUSMP). Prescriber specialty was not clear in the dataset: prior to November 2021 prescribers could volunteer their specialty as part of the application process but were not obliged to do so.</p>
<p>Data on patient ages were collected and were grouped for the analysis according to stratifications from the Australian Bureau of Statistics, with an additional separation of ages 10&#x2013;24 to distinguish those below 18 years of age. Population data were also obtained from this source (<xref ref-type="bibr" rid="B6">Australian Bureau of Statistics, 2022</xref>).</p>
</sec>
<sec id="s2-3">
<title>Statistical analysis</title>
<p>Data were analyzed with general descriptive analyses and, where described, best fit using non-linear regression models and correspondence analyses, as previously reported (<xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>). Prior to non-linear regression analyses, data were processed using &#x201c;tidyverse&#x201d; (<xref ref-type="bibr" rid="B123">Wickham et al., 2019</xref>), &#x201c;padr&#x201d; (<xref ref-type="bibr" rid="B112">Thoen, 2020</xref>) and &#x201c;dplyr&#x201d; (<xref ref-type="bibr" rid="B124">Wickham et al., 2021</xref>) packages. Non-linear regressions were performed using &#x201c;MASS&#x201d; (<xref ref-type="bibr" rid="B118">Venables &#x26; Ripley, 2002</xref>), plotted with &#x201c;ggplot&#x201d; (<xref ref-type="bibr" rid="B125">Wickham, 2016</xref>), &#x201c;cowplot&#x201d; (<xref ref-type="bibr" rid="B126">Wilke, 2020</xref>) and &#x201c;ggpubr&#x201d; (<xref ref-type="bibr" rid="B64">Kassambara, 2020</xref>). Appropriate error distribution for each regression fit (i.e., Poisson or Negative binomial) was determined via Residuals plots and Pearson&#x2019;s dispersion test. Fits of 1st, 2nd, 3rd, and 4th-degree polynomials were assessed via stepwise comparison of the Corrected Akaike Information Criterion (AICc) using &#x201c;MuMIn&#x201d; (<xref ref-type="bibr" rid="B11">Barto&#x144;, 2020</xref>). &#x394;m was calculated between models, excluding models with &#x394;m &#x3e;2 as having substantially less support (<xref ref-type="bibr" rid="B24">Burnham &#x26; Anderson, 2002</xref>). To estimate the goodness of fit, R<sup>2</sup> was calculated for each of the best-fitted regressions by the equation: 1&#x2014;deviance/residual deviance, and classified according to <xref ref-type="bibr" rid="B80">Moore and Kirkland (2013)</xref>. Averages are listed as means &#xb1; standard error unless otherwise specified.</p>
<p>Associations between variables were investigated by constructing a contingency table and performing a correspondence analysis using the &#x201c;Factoshiny&#x201d; package (<xref ref-type="bibr" rid="B117">Vaissie et al., 2021</xref>). Statistics that deviated from the expected values of independence were reported in the text. Chi-squared tests were used on nominal variables through the package &#x201c;stats&#x201d; (<xref ref-type="bibr" rid="B91">R Core Team, 2022</xref>), and asymptotic linear-by-linear association tests were used on ordinal variables (i.e., age groups) through the package &#x201c;coin&#x201d; (<xref ref-type="bibr" rid="B60">Hothorn et al., 2006</xref>). This analysis is used to provide insight into overall differentiation of variables (distance from origin), similarity between variables of the same type (e.g., between two different product types; proximity), and association between variables of different types (e.g., between an indication and product; angle between the vectors connecting variables to the origin).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Overall trends</title>
<p>The TGA approved 297,409 SAS-B applications for medicinal cannabis between November 2019 and September 2022 (<xref ref-type="table" rid="T1">Table 1</xref>). Psychiatric indications represented 33.9% (<italic>n</italic> &#x3d; 100,666) of total approvals and included two out of the top three indications in the dataset [pain, <italic>n</italic> &#x3d; 164,055 (55.2% of total prescribing); anxiety, <italic>n</italic> &#x3d; 67,095 (22.6%); and sleep disorders, <italic>n</italic> &#x3d; 11,202 (3.8%)].</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Overview of SAS-B approvals for psychiatric and non-DSM indications by sex and age.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th colspan="3" align="center">Sex<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th colspan="7" align="center">Age</th>
</tr>
<tr>
<th align="center">Total (%<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>)</th>
<th align="center">Female (%<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>)</th>
<th align="center">Male (%<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>)</th>
<th align="center">0&#x2013;9 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">10&#x2013;17 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">18&#x2013;24 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">25&#x2013;39 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">40&#x2013;54 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">55&#x2013;74 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
<th align="center">&#x3e;74 (%<xref ref-type="table-fn" rid="Tfn4">
<sup>d</sup>
</xref>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#BFBFBF">Non-DSM</td>
<td align="center" style="background-color:#BFBFBF">196,743&#xa0;(66.2)</td>
<td align="center" style="background-color:#BFBFBF">88,828&#xa0;(45.1)</td>
<td align="center" style="background-color:#BFBFBF">107,336&#xa0;(54.6)</td>
<td align="center" style="background-color:#BFBFBF">733&#xa0;(0.4)</td>
<td align="center" style="background-color:#BFBFBF">924 (0.5)</td>
<td align="center" style="background-color:#BFBFBF">6,501 (3.3)</td>
<td align="center" style="background-color:#BFBFBF">49,200&#xa0;(25.0)</td>
<td align="center" style="background-color:#BFBFBF">57,942&#xa0;(29.5)</td>
<td align="center" style="background-color:#BFBFBF">58,537&#xa0;(29.8)</td>
<td align="center" style="background-color:#BFBFBF">22,896&#xa0;(11.6)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Anxiety Disorders</td>
<td align="center" style="background-color:#BFBFBF">67,133 (22.6)</td>
<td align="center" style="background-color:#BFBFBF">23,911 (35.6)</td>
<td align="center" style="background-color:#BFBFBF">42,964 (64)</td>
<td align="center" style="background-color:#BFBFBF">165 (0.2)</td>
<td align="center" style="background-color:#BFBFBF">741 (1.1)</td>
<td align="center" style="background-color:#BFBFBF">8,123 (12.1)</td>
<td align="center" style="background-color:#BFBFBF">33,116 (49.3)</td>
<td align="center" style="background-color:#BFBFBF">17,063 (25.4)</td>
<td align="center" style="background-color:#BFBFBF">6,782 (10.1)</td>
<td align="center" style="background-color:#BFBFBF">1,141 (1.7)</td>
</tr>
<tr>
<td align="left">Anxiety</td>
<td align="center">67,095 (22.6)</td>
<td align="center">23,894 (35.6)</td>
<td align="center">42,943 (64.0)</td>
<td align="center">165 (0.2)</td>
<td align="center">741 (1.1)</td>
<td align="center">8,117 (12.1)</td>
<td align="center">33,101 (49.3)</td>
<td align="center">17,051 (25.4)</td>
<td align="center">6,778 (10.1)</td>
<td align="center">1,140 (1.7)</td>
</tr>
<tr>
<td align="left">GAD</td>
<td align="center">19 (0.0)</td>
<td align="center">10 (52.6)</td>
<td align="center">9 (47.4)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (15.8)</td>
<td align="center">6 (31.6)</td>
<td align="center">6 (31.6)</td>
<td align="center">4 (21.1)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Panic disorder</td>
<td align="center">10 (0.0)</td>
<td align="center">5 (50.0)</td>
<td align="center">5 (50.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">2 (20.0)</td>
<td align="center">4 (40.0)</td>
<td align="center">3 (30.0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (10.0)</td>
</tr>
<tr>
<td align="left">SAD</td>
<td align="center">9 (0.0)</td>
<td align="center">2 (22.2)</td>
<td align="center">7 (77.8)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (11.1)</td>
<td align="center">5 (55.6)</td>
<td align="center">3 (33.3)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Sleep-Wake Disorders</td>
<td align="center" style="background-color:#BFBFBF">18,321 (6.2)</td>
<td align="center" style="background-color:#BFBFBF">5,905 (32.2)</td>
<td align="center" style="background-color:#BFBFBF">12,379 (67.6)</td>
<td align="center" style="background-color:#BFBFBF">27 (0.1)</td>
<td align="center" style="background-color:#BFBFBF">86 (0.5)</td>
<td align="center" style="background-color:#BFBFBF">1,528 (8.3)</td>
<td align="center" style="background-color:#BFBFBF">7,429 (40.5)</td>
<td align="center" style="background-color:#BFBFBF">5,481 (29.9)</td>
<td align="center" style="background-color:#BFBFBF">3,275 (17.9)</td>
<td align="center" style="background-color:#BFBFBF">491 (2.7)</td>
</tr>
<tr>
<td align="left">Sleep disorder</td>
<td align="center">11,202 (3.8)</td>
<td align="center">3,495 (31.2)</td>
<td align="center">7,698 (68.7)</td>
<td align="center">14 (0.1)</td>
<td align="center">47 (0.4)</td>
<td align="center">1,031 (9.2)</td>
<td align="center">4,814 (43.0)</td>
<td align="center">3,263 (29.1)</td>
<td align="center">1,790 (16.0)</td>
<td align="center">240 (2.1)</td>
</tr>
<tr>
<td align="left">Insomnia</td>
<td align="center">6,877 (2.3)</td>
<td align="center">2,308 (33.6)</td>
<td align="center">4,544 (66.1)</td>
<td align="center">13 (0.2)</td>
<td align="center">37 (0.5)</td>
<td align="center">491 (7.1)</td>
<td align="center">2,591 (37.7)</td>
<td align="center">2,166 (31.5)</td>
<td align="center">1,365 (19.8)</td>
<td align="center">213 (3.1)</td>
</tr>
<tr>
<td align="left">RLS</td>
<td align="center">239 (0.1)</td>
<td align="center">101 (42.3)</td>
<td align="center">135 (56.5)</td>
<td align="center">0 (0)</td>
<td align="center">2 (0.8)</td>
<td align="center">6 (2.5)</td>
<td align="center">23 (9.6)</td>
<td align="center">51 (21.3)</td>
<td align="center">119 (49.8)</td>
<td align="center">38 (15.9)</td>
</tr>
<tr>
<td align="left">Narcolepsy</td>
<td align="center">1 (0.0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Hypersomnia</td>
<td align="center">1 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Parasomnia</td>
<td align="center">1 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td colspan="11" align="left" style="background-color:#BFBFBF">Trauma- and Stressor-Related Disorders</td>
</tr>
<tr>
<td align="left">PTSD</td>
<td align="center">5,799 (1.9)</td>
<td align="center">2,216 (38.2)</td>
<td align="center">3,546 (61.1)</td>
<td align="center">0 (0)</td>
<td align="center">18 (0.3)</td>
<td align="center">419 (7.2)</td>
<td align="center">2,372 (40.9)</td>
<td align="center">2,141 (36.9)</td>
<td align="center">799 (13.8)</td>
<td align="center">50 (0.9)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Neurodevelopmental Disorders</td>
<td align="center" style="background-color:#BFBFBF">4,450 (1.5)</td>
<td align="center" style="background-color:#BFBFBF">961 (21.6)</td>
<td align="center" style="background-color:#BFBFBF">3,455 (77.6)</td>
<td align="center" style="background-color:#BFBFBF">550 (12.4)</td>
<td align="center" style="background-color:#BFBFBF">1,138 (25.6)</td>
<td align="center" style="background-color:#BFBFBF">807 (18.1)</td>
<td align="center" style="background-color:#BFBFBF">1,550 (34.8)</td>
<td align="center" style="background-color:#BFBFBF">330 (7.4)</td>
<td align="center" style="background-color:#BFBFBF">67 (1.5)</td>
<td align="center" style="background-color:#BFBFBF">7 (0.2)</td>
</tr>
<tr>
<td align="left">ASD</td>
<td align="center">2,206 (0.7)</td>
<td align="center">522 (23.7)</td>
<td align="center">1,667 (75.6)</td>
<td align="center">480 (21.8)</td>
<td align="center">931 (42.2)</td>
<td align="center">389 (17.6)</td>
<td align="center">330 (15.0)</td>
<td align="center">62 (2.8)</td>
<td align="center">13 (0.6)</td>
<td align="center">1 (0.0)</td>
</tr>
<tr>
<td align="left">ADHD</td>
<td align="center">2,078 (0.7)</td>
<td align="center">392 (18.9)</td>
<td align="center">1,672 (80.5)</td>
<td align="center">66 (3.2)</td>
<td align="center">169 (8.1)</td>
<td align="center">384 (18.5)</td>
<td align="center">1,170 (56.3)</td>
<td align="center">247 (11.9)</td>
<td align="center">38 (1.8)</td>
<td align="center">3 (0.1)</td>
</tr>
<tr>
<td align="left">Tourette&#x2019;s syndrome</td>
<td align="center">163 (0.1)</td>
<td align="center">47 (28.8)</td>
<td align="center">113 (69.3)</td>
<td align="center">1 (0.6)</td>
<td align="center">38 (23.3)</td>
<td align="center">34 (20.9)</td>
<td align="center">50 (30.7)</td>
<td align="center">21 (12.9)</td>
<td align="center">16 (9.8)</td>
<td align="center">3 (1.8)</td>
</tr>
<tr>
<td align="left">Intellectual impairment</td>
<td align="center">3 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (100)</td>
<td align="center">3 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Depressive Disorders</td>
<td align="center" style="background-color:#BFBFBF">4,003 (1.3)</td>
<td align="center" style="background-color:#BFBFBF">1,353 (33.8)</td>
<td align="center" style="background-color:#BFBFBF">2,639 (65.9)</td>
<td align="center" style="background-color:#BFBFBF">4 (0.1)</td>
<td align="center" style="background-color:#BFBFBF">20 (0.5)</td>
<td align="center" style="background-color:#BFBFBF">483 (12.1)</td>
<td align="center" style="background-color:#BFBFBF">1,785 (44.6)</td>
<td align="center" style="background-color:#BFBFBF">1,121 (28)</td>
<td align="center" style="background-color:#BFBFBF">529 (13.2)</td>
<td align="center" style="background-color:#BFBFBF">59 (1.5)</td>
</tr>
<tr>
<td align="left">Depression</td>
<td align="center">3,247 (1.1)</td>
<td align="center">1,103 (34)</td>
<td align="center">2,134 (65.7)</td>
<td align="center">0 (0)</td>
<td align="center">17 (0.5)</td>
<td align="center">390 (12)</td>
<td align="center">1,474 (45.4)</td>
<td align="center">884 (27.2)</td>
<td align="center">429 (13.2)</td>
<td align="center">51 (1.6)</td>
</tr>
<tr>
<td align="left">Mood disorder</td>
<td align="center">736 (0.2)</td>
<td align="center">243 (33)</td>
<td align="center">492 (66.8)</td>
<td align="center">4 (0.5)</td>
<td align="center">3 (0.4)</td>
<td align="center">90 (12.2)</td>
<td align="center">307 (41.7)</td>
<td align="center">230 (31.3)</td>
<td align="center">94 (12.8)</td>
<td align="center">8 (1.1)</td>
</tr>
<tr>
<td align="left">Major depression</td>
<td align="center">15 (0.0)</td>
<td align="center">2 (13.3)</td>
<td align="center">13 (86.7)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (6.7)</td>
<td align="center">2 (13.3)</td>
<td align="center">6 (40.0)</td>
<td align="center">6 (40.0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">PDD</td>
<td align="center">5 (0.0)</td>
<td align="center">5 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">2 (40.0)</td>
<td align="center">2 (40.0)</td>
<td align="center">1 (20.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Neurocognitive Disorders</td>
<td align="center" style="background-color:#BFBFBF">428 (0.1)</td>
<td align="center" style="background-color:#BFBFBF">252 (58.9)</td>
<td align="center" style="background-color:#BFBFBF">176 (41.1)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">1 (0.2)</td>
<td align="center" style="background-color:#BFBFBF">4 (0.9)</td>
<td align="center" style="background-color:#BFBFBF">10 (2.3)</td>
<td align="center" style="background-color:#BFBFBF">26 (6.1)</td>
<td align="center" style="background-color:#BFBFBF">112 (26.2)</td>
<td align="center" style="background-color:#BFBFBF">275 (64.3)</td>
</tr>
<tr>
<td align="left">Alzheimer&#x2019;s disease</td>
<td align="center">272 (0.1)</td>
<td align="center">166 (61.0)</td>
<td align="center">106 (39.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (1.1)</td>
<td align="center">9 (3.3)</td>
<td align="center">8 (2.9)</td>
<td align="center">69 (25.4)</td>
<td align="center">183 (67.3)</td>
</tr>
<tr>
<td align="left">Unspecified dementia</td>
<td align="center">132 (0.0)</td>
<td align="center">75 (56.8)</td>
<td align="center">57 (43.2)</td>
<td align="center">0 (0)</td>
<td align="center">1 (0.8)</td>
<td align="center">1 (0.8)</td>
<td align="center">0 (0)</td>
<td align="center">4 (3.0)</td>
<td align="center">36 (27.3)</td>
<td align="center">90 (68.2)</td>
</tr>
<tr>
<td align="left">Huntington chorea</td>
<td align="center">22 (0)</td>
<td align="center">9 (40.9)</td>
<td align="center">13 (59.1)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (4.5)</td>
<td align="center">14 (63.6)</td>
<td align="center">6 (27.3)</td>
<td align="center">1 (4.5)</td>
</tr>
<tr>
<td align="left">Memory loss</td>
<td align="center">1 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Cognitive decline</td>
<td align="center">1 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td colspan="11" align="left" style="background-color:#BFBFBF">Bipolar and Related Disorders</td>
</tr>
<tr>
<td align="left">Bipolar disorder</td>
<td align="center">212 (0.1)</td>
<td align="center">83 (39.2)</td>
<td align="center">127 (59.9)</td>
<td align="center">0 (0)</td>
<td align="center">1 (0)</td>
<td align="center">17 (8)</td>
<td align="center">98 (46)</td>
<td align="center">79 (37)</td>
<td align="center">17 (8)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Disruptive, Impulse-Control, and Conduct Disorders</td>
<td align="center" style="background-color:#BFBFBF">155 (0.1)</td>
<td align="center" style="background-color:#BFBFBF">53 (34.2)</td>
<td align="center" style="background-color:#BFBFBF">100 (64.5)</td>
<td align="center" style="background-color:#BFBFBF">13 (8.0)</td>
<td align="center" style="background-color:#BFBFBF">34 (22.0)</td>
<td align="center" style="background-color:#BFBFBF">23 (15.0)</td>
<td align="center" style="background-color:#BFBFBF">36 (23.0)</td>
<td align="center" style="background-color:#BFBFBF">14 (9.0)</td>
<td align="center" style="background-color:#BFBFBF">14 (9.0)</td>
<td align="center" style="background-color:#BFBFBF">21 (14.0)</td>
</tr>
<tr>
<td align="left">Behavior disorder</td>
<td align="center">131 (0.0)</td>
<td align="center">45 (34.4)</td>
<td align="center">84 (64.1)</td>
<td align="center">12 (9.0)</td>
<td align="center">30 (23.0)</td>
<td align="center">23 (18.0)</td>
<td align="center">34 (26.0)</td>
<td align="center">12 (9.0)</td>
<td align="center">10 (8.0)</td>
<td align="center">10 (8.0)</td>
</tr>
<tr>
<td align="left">Aggressive behavior</td>
<td align="center">13 (0.0)</td>
<td align="center">5 (38.5)</td>
<td align="center">8 (61.5)</td>
<td align="center">1 (8.0)</td>
<td align="center">4 (31.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (23.0)</td>
<td align="center">5 (38.0)</td>
</tr>
<tr>
<td align="left">Agitation</td>
<td align="center">11 (0.0)</td>
<td align="center">3 (27.3)</td>
<td align="center">8 (72.7)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">2 (18.0)</td>
<td align="center">2 (18.0)</td>
<td align="center">1 (9.0)</td>
<td align="center">6 (55.0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Substance-Related and Addictive Disorders</td>
<td align="center" style="background-color:#BFBFBF">126 (0.0)</td>
<td align="center" style="background-color:#BFBFBF">20 (15.9)</td>
<td align="center" style="background-color:#BFBFBF">106 (84.1)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">21 (17.0)</td>
<td align="center" style="background-color:#BFBFBF">63 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">26 (21.0)</td>
<td align="center" style="background-color:#BFBFBF">16 (13.0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
</tr>
<tr>
<td align="left">Cannabis use disorder</td>
<td align="center">117 (0.0)</td>
<td align="center">17 (14.5)</td>
<td align="center">100 (85.5)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">21 (18.0)</td>
<td align="center">59 (50.0)</td>
<td align="center">22 (19.0)</td>
<td align="center">15 (13.0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Unspecified addiction</td>
<td align="center">6 (0.0)</td>
<td align="center">3 (50.0)</td>
<td align="center">3 (50.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (50.0)</td>
<td align="center">3 (50.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Alcohol dependence</td>
<td align="center">2 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">2 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (50.0)</td>
<td align="center">1 (50.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Tobacco use disorder</td>
<td align="center">1 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td colspan="11" align="left" style="background-color:#BFBFBF">Schizophrenia Spectrum and Other Psychotic Disorders</td>
</tr>
<tr>
<td align="left">Schizophrenia</td>
<td align="center">31 (0.0)</td>
<td align="center">3 (9.7)</td>
<td align="center">28 (90.3)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">3 (10.0)</td>
<td align="center">17 (55.0)</td>
<td align="center">9 (29.0)</td>
<td align="center">2 (6.0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td colspan="11" align="left" style="background-color:#BFBFBF">Obsessive-Compulsive and Related disorders</td>
</tr>
<tr>
<td align="left">OCD</td>
<td align="center">4 (0.0)</td>
<td align="center">1 (25.0)</td>
<td align="center">3 (75.0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (25.0)</td>
<td align="center">1 (25.0)</td>
<td align="center">1 (25.0)</td>
<td align="center">1 (25.0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Somatic Symptom and Related Disorders</td>
<td align="center" style="background-color:#BFBFBF">2 (0.0)</td>
<td align="center" style="background-color:#BFBFBF">2 (100)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
</tr>
<tr>
<td align="left">Bruxism</td>
<td align="center">1 (0.0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Psychogenic seizures</td>
<td align="center">1 (0.0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Medication-Induced Movement Disorders and Other Adverse Effects of Medication</td>
<td align="center" style="background-color:#BFBFBF">2 (0.0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">2 (100)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
<td align="center" style="background-color:#BFBFBF">0 (0)</td>
</tr>
<tr>
<td align="left">Extrapyramidal symptoms</td>
<td align="center">1 (0.0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Tardive dyskinesia</td>
<td align="center">1 (0.0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">
<bold>Total</bold>
</td>
<td align="center">
<bold>297,409 (100)</bold>
</td>
<td align="center">
<bold>123,589 (42.0)</bold>
</td>
<td align="center">
<bold>172,860 (58.1)</bold>
</td>
<td align="center">
<bold>1,492 (0.5)</bold>
</td>
<td align="center">
<bold>2,963 (1.0)</bold>
</td>
<td align="center">
<bold>17,930 (6.0)</bold>
</td>
<td align="center">
<bold>95,678 (32.2)</bold>
</td>
<td align="center">
<bold>84,236 (28.3)</bold>
</td>
<td align="center">
<bold>70,151 (23.6)</bold>
</td>
<td align="center">
<bold>24,940 (8.4)</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Sex indeterminate/intersex/unspecified data not shown (<italic>n</italic> &#x3d; 960 or 0.4%; 381 for psychiatric indications).</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>Percentage of prescribing over all indications (including non-DSM, indications).</p>
</fn>
<fn id="Tfn3">
<label>
<sup>c</sup>
</label>
<p>Percentage of prescribing in each indication by sex.</p>
</fn>
<fn id="Tfn4">
<label>
<sup>d</sup>
</label>
<p>Percentage prescribing in each indication by age group (age unknown not shown, <italic>n</italic> &#x3d; 19). ADHD: attention deficit hyperactivity disorder; ASD: autism spectrum disorder; GAD: generalized anxiety disorder; OCD: Obsessive-compulsive disorder; PDD: premenstrual dysphoric disorder; PTSD: Post-traumatic stress disorder; RLS: restless legs syndrome; SAD: social anxiety disorder.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Approvals for psychiatric indications covered thirteen general DSM-5-TR categories: anxiety disorders (n &#x3d; 67,133; 22.6% of total prescribing); sleep-wake disorders (<italic>n</italic> &#x3d; 18,321; 6.2%); trauma and stressor-related disorders (<italic>n</italic> &#x3d; 5,799; 1.9%); neurodevelopmental disorders (<italic>n</italic> &#x3d; 4,450; 1.5%); depressive disorders (<italic>n</italic> &#x3d; 4,003; 1.3%); neurocognitive disorders (<italic>n</italic> &#x3d; 428, 0.1%); bipolar and related disorders (<italic>n</italic> &#x3d; 212; 0.1%); disruptive, impulse-control, and conduct disorders (<italic>n</italic> &#x3d; 155; 0.1%); substance-related and addictive disorders (<italic>n</italic> &#x3d; 126; &#x3c;0.1%); schizophrenia spectrum and other psychotic disorders (<italic>n</italic> &#x3d; 31; &#x3c;0.1%); obsessive-compulsive and related disorders (<italic>n</italic> &#x3d; 4; &#x3c;0.1%); somatic symptom and related disorders (<italic>n</italic> &#x3d; 2; &#x3c;0.1%); and medication-induced movement disorders and other adverse effects of medication (<italic>n</italic> &#x3d; 2; &#x3c;0.1%).</p>
<p>Within the thirteen general DSM-5-TR categories, approvals for 38 specific psychiatric indications were identified, 12 of which accrued more than 200 approvals (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
</sec>
<sec id="s3-2">
<title>Patient demographics</title>
<p>A larger proportion of approved applications for psychiatric indications were for males (65.1%) compared to females (34.5%; <xref ref-type="table" rid="T1">Table 1</xref>). A total of 381 applications (0.4%) that had no sex listed or were indeterminant or intersex. Approvals for psychiatric indications were primarily for younger patients, with approvals for patients &#x3c;40&#xa0;years representing 60.4% of total approvals. The largest proportion of approvals was for patients 25&#x2013;39 years (46.2% of total psychiatry-related approvals). When normalized by overall population, this group also had the largest <italic>per capita</italic> prescribing for psychiatric indications (851 approvals per 100,000; <xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). By contrast, this age group represented only 25.0% of the total for non-psychiatric approvals. Prescribing for 25&#x2013;39&#xa0;year olds also represented the largest proportion of prescribing across different psychiatric categories, with a few exceptions (neurocognitive disorders; obsessive-compulsive and related disorders; and medication-induced movement disorders). Age was unknown for nine approvals for psychiatric indications.</p>
</sec>
<sec id="s3-3">
<title>Prescriber location</title>
<p>Queensland had the largest proportion of prescribing for psychiatric indications (54.9%), which was disproportionate to the population in this state (1,071 approvals per 100,000; <xref ref-type="sec" rid="s11">Supplementary Table S4</xref>)<italic>.</italic> Prescribing in the Northern Territory and South Australia were the lowest <italic>per capita</italic> (27 approvals per 100,000).</p>
</sec>
<sec id="s3-4">
<title>Products prescribed and cannabinoid content</title>
<p>The type of products being prescribed varied across psychiatric indications (<xref ref-type="sec" rid="s11">Supplementary Table S5</xref>). The top three product types were oil (<italic>n</italic> &#x3d; 53,347; 53.0%), flower (<italic>n</italic> &#x3d; 31,518; 31.3%), and unspecified inhaled products (&#x201c;inhaled&#x201d;; <italic>n</italic> &#x3d; 12,532; 12.4%). This varied greatly by indication: for example, 93.2% of prescribing for neurocognitive disorders was for oil products, while 44.8% of prescribing for depressive disorders was for flower products.</p>
<p>A greater proportion of prescribed products were S8 (&#x3e;2% THC content; 79.7% of total) than S4 (&#x3e;98% CBD content; 20.3% of total; <xref ref-type="table" rid="T2">Table 2</xref>). This proportion varied by psychiatric indication; for example, S4 products were more commonly used for disruptive, impulse-control, and conduct disorders (38.1%), neurodevelopmental disorders (36.4%), and neurocognitive disorders (27.8%). On the other hand, S4 approvals for depressive disorders were only 12.7% of the total, while sleep-wake-disorders had only 14.4% of approvals as S4.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>SAS-B approvals by product schedule and indication. The number of approvals by SUSMP Schedule (S4 or S8) showing percentage split between S4 and S8 for each indication or indication group in brackets.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">S4 (%)</th>
<th align="center">S8 (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#BFBFBF">Non-DSM</td>
<td align="center" style="background-color:#BFBFBF">44,441 (22.6)</td>
<td align="center" style="background-color:#BFBFBF">152,302 (77.4)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Anxiety Disorders</td>
<td align="center" style="background-color:#BFBFBF">14,508 (21.6)</td>
<td align="center" style="background-color:#BFBFBF">52,625 (78.4)</td>
</tr>
<tr>
<td align="left">Anxiety</td>
<td align="center">14,503 (21.6)</td>
<td align="center">52,592 (78.4)</td>
</tr>
<tr>
<td align="left">GAD</td>
<td align="center">0 (0)</td>
<td align="center">19 (100)</td>
</tr>
<tr>
<td align="left">Panic Disorder</td>
<td align="center">5 (50.0)</td>
<td align="center">5 (50.0)</td>
</tr>
<tr>
<td align="left">SAD</td>
<td align="center">0 (0)</td>
<td align="center">9 (100)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Sleep-Wake Disorders</td>
<td align="center" style="background-color:#BFBFBF">2,630 (14.4)</td>
<td align="center" style="background-color:#BFBFBF">15,691 (85.6)</td>
</tr>
<tr>
<td align="left">Sleep disorder</td>
<td align="center">1,610 (14.4)</td>
<td align="center">9,592 (85.6)</td>
</tr>
<tr>
<td align="left">Insomnia</td>
<td align="center">923 (13.4)</td>
<td align="center">5,954 (86.6)</td>
</tr>
<tr>
<td align="left">RLS</td>
<td align="center">95 (39.7)</td>
<td align="center">144 (60.3)</td>
</tr>
<tr>
<td align="left">Narcolepsy</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left">Hypersomnia</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Parasomnia</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Trauma- and Stressor-Related Disorders</td>
<td align="left" style="background-color:#BFBFBF"/>
<td align="left" style="background-color:#BFBFBF"/>
</tr>
<tr>
<td align="left">PTSD</td>
<td align="center">874 (15.1)</td>
<td align="center">4,925 (84.9)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Neurodevelopmental Disorders</td>
<td align="center" style="background-color:#BFBFBF">1,620 (36.4)</td>
<td align="center" style="background-color:#BFBFBF">2,830 (63.6)</td>
</tr>
<tr>
<td align="left">ASD</td>
<td align="center">1,243 (56.3)</td>
<td align="center">963 (43.7)</td>
</tr>
<tr>
<td align="left">ADHD</td>
<td align="center">330 (15.9)</td>
<td align="center">1,748 (84.1)</td>
</tr>
<tr>
<td align="left">Tourette&#x2019;s syndrome</td>
<td align="center">44 (27.0)</td>
<td align="center">119 (73.0)</td>
</tr>
<tr>
<td align="left">Intellectual impairment</td>
<td align="center">3 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Depressive Disorders</td>
<td align="center" style="background-color:#BFBFBF">509 (12.7)</td>
<td align="center" style="background-color:#BFBFBF">3,494 (87.3)</td>
</tr>
<tr>
<td align="left">Depression</td>
<td align="center">447 (13.8)</td>
<td align="center">2,800 (86.2)</td>
</tr>
<tr>
<td align="left">Mood disorder</td>
<td align="center">58 (7.9)</td>
<td align="center">678 (92.1)</td>
</tr>
<tr>
<td align="left">Major depression</td>
<td align="center">0 (0)</td>
<td align="center">15 (100)</td>
</tr>
<tr>
<td align="left">PDD</td>
<td align="center">4 (80.0)</td>
<td align="center">1 (20)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Neurocognitive Disorders</td>
<td align="center" style="background-color:#BFBFBF">119 (27.8)</td>
<td align="center" style="background-color:#BFBFBF">309 (72.2)</td>
</tr>
<tr>
<td align="left">Alzheimer&#x2019;s disease</td>
<td align="center">83 (30.5)</td>
<td align="center">189 (69.5)</td>
</tr>
<tr>
<td align="left">Unspecified dementia</td>
<td align="center">36 (27.3)</td>
<td align="center">96 (72.7)</td>
</tr>
<tr>
<td align="left">Huntington chorea</td>
<td align="center">0 (0)</td>
<td align="center">22 (100)</td>
</tr>
<tr>
<td align="left">Memory loss</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left">Cognitive decline</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Bipolar and Related Disorders</td>
<td align="left" style="background-color:#BFBFBF"/>
<td align="left" style="background-color:#BFBFBF"/>
</tr>
<tr>
<td align="left">Bipolar disorder</td>
<td align="center">35 (16.5)</td>
<td align="center">177 (83.5)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Disruptive, Impulse-Control, and Conduct Disorders</td>
<td align="center" style="background-color:#BFBFBF">59 (38.1)</td>
<td align="center" style="background-color:#BFBFBF">96 (61.9)</td>
</tr>
<tr>
<td align="left">Behavior disorder</td>
<td align="center">56 (42.7)</td>
<td align="center">75 (57.3)</td>
</tr>
<tr>
<td align="left">Aggressive behavior</td>
<td align="center">0 (0)</td>
<td align="center">13 (100)</td>
</tr>
<tr>
<td align="left">Agitation</td>
<td align="center">3 (27.3)</td>
<td align="center">8 (72.7)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Substance-Related and Addictive Disorders</td>
<td align="center" style="background-color:#BFBFBF">8 (6.3)</td>
<td align="center" style="background-color:#BFBFBF">118 (93.7)</td>
</tr>
<tr>
<td align="left">Cannabis use disorder</td>
<td align="center">7 (6.0)</td>
<td align="center">110 (94.0)</td>
</tr>
<tr>
<td align="left">Unspecified addiction</td>
<td align="center">1 (16.7)</td>
<td align="center">5 (83.3)</td>
</tr>
<tr>
<td align="left">Alcohol dependence</td>
<td align="center">0 (0)</td>
<td align="center">2 (100)</td>
</tr>
<tr>
<td align="left">Tobacco use disorder</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Schizophrenia Spectrum and Other Psychotic Disorders</td>
<td align="left" style="background-color:#BFBFBF"/>
<td align="left" style="background-color:#BFBFBF"/>
</tr>
<tr>
<td align="left">Schizophrenia</td>
<td align="center">22 (71.0)</td>
<td align="center">9 (29.0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Obsessive-Compulsive and Related disorders</td>
<td align="left" style="background-color:#BFBFBF"/>
<td align="left" style="background-color:#BFBFBF"/>
</tr>
<tr>
<td align="left">Obsessive-compulsive disorder</td>
<td align="center">1 (25.0)</td>
<td align="center">3 (75.0)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Somatic Symptom and Related Disorders</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
</tr>
<tr>
<td align="left">Bruxism</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">Psychogenic seizures</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left" style="background-color:#BFBFBF">Medication-Induced Movement Disorders and Other Adverse Effects of Medication</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
<td align="center" style="background-color:#BFBFBF">1 (50.0)</td>
</tr>
<tr>
<td align="left">Extrapyramidal symptoms</td>
<td align="center">0 (0)</td>
<td align="center">1 (100)</td>
</tr>
<tr>
<td align="left">Tardive dyskinesia</td>
<td align="center">1 (100)</td>
<td align="center">0 (0)</td>
</tr>
<tr>
<td align="left">
<bold>Total</bold>
</td>
<td align="center">
<bold>64,828 (21.8)</bold>
</td>
<td align="center">
<bold>232,581 (78.2)</bold>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-5">
<title>Associations between patient profiles, indication, and products</title>
<p>Associations between indication, product type, and age group were investigated for psychiatric indications with &#x3e;200 approvals. The contribution to variance (CoV) on each dimension and expected variances for all analyses are included in <xref ref-type="sec" rid="s11">Supplementary Table S6</xref>.</p>
<p>There was a clear association between age group and indication (Z &#x3d; &#x2212;26.815, <italic>p</italic> &#x3c; 0.001) (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Distinct conditions were ASD (CoV Dim 1 &#x3d; 94.76%, inertia&#x2a;1,000 &#x3d; 325.731) and AD (CoV Dim 2 &#x3d; 88.37%; inertia&#x2a;1,000 &#x3d; 62.71). AD corresponded to patients aged &#x3e;74 (CoV Dim 2 &#x3d; 90.56%; inertia&#x2a;1,000 &#x3d; 64.582), and ASD was associated with ages 0&#x2013;9 (CoV Dim 1 &#x3d; 39.72%; inertia&#x2a;1,000 &#x3d; 136.794) and 10&#x2013;17 (CoV Dim 1 &#x3d; 55.79%; inertia&#x2a;1,000 &#x3d; 191.633).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Associations between age, product schedule and type, and indication. Correspondence analyses between age and indication <bold>(A)</bold>, indication and product schedule and type <bold>(B)</bold>, and age and product schedule and type <bold>(C)</bold>. Deviation from independence described by the dimensions on each axis (Dim 1 and Dim 2), with the scaled contribution to the overall variance depicted by the inertia&#x2a;1,000 (red to blue color gradient). See <xref ref-type="sec" rid="s11">Supplementary Table S6</xref> for related statistics.</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g001.tif"/>
</fig>
<p>Similarly, there was an association between the condition treated and selected product format and schedule (e.g., S8 flower; &#x3c7;<sup>2</sup>
<sub>119</sub> &#x3d; 3,719.300, <italic>p</italic> &#x3c; 0.001) (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Patients with ASD displayed the most distinct product preference (CoV Dim 1 &#x3d; 75.583%, inertia&#x2a;1,000 &#x3d; 33.406), and was associated with S4 oil (CoV Dim 1 &#x3d; 47.339%; inertia&#x2a;1,000 &#x3d; 19.026), S4 tablet (CoV Dim 1 &#x3d; 7.495%; inertia&#x2a;1,000 &#x3d; 3.317), and S4 topical preparations (CoV Dim 1 &#x3d; 13.826%; inertia&#x2a;1,000 &#x3d; 6.766). S8 flower products also represented a distinct product choice (CoV Dim 2 &#x3d; 45.518%; inertia&#x2a;1,000 &#x3d; 11.389), which was associated with mood disorders (CoV Dim 2: 65.62%, inertia&#x2a;1,000 &#x3d; 6.575), amongst others. S8 inhaled formulations (CoV Dim 2 &#x3d; 33.781%; inertia&#x2a;1,000 &#x3d; 6.493) were most associated with approvals for sleep disorders (CoV Dim 2 &#x3d; 58.867%; inertia&#x2a;1,000 &#x3d; 8.561) and insomnia (CoV Dim 2 &#x3d; 19.019%; inertia&#x2a;1,000 &#x3d; 4.609). A large proportion of approvals were for patients with anxiety, which represented the average profile across all product choices, as indicated by the proximity to the origin (coordinate for Dim 1 &#x3d; 0.032 and Dim 2 &#x3d; &#x2212;0.006), as well as S8 capsules (Dim 1 &#x3d; &#x2212;0.006, Dim 2 &#x3d; &#x2212;0.020).</p>
<p>Product preference was also investigated in relation to patients&#x2019; age group, in which there was a clear association (Z &#x3d; &#x2212;10.889, <italic>p</italic> &#x3c; 0.001) (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Almost all age groups had distinct product preferences (see <xref ref-type="sec" rid="s11">Supplementary Table S6C</xref>). S4 oil and S8 flower represented the most distinct subgroups (CoV Dim 1 &#x3d; 43.184%, inertia&#x2a;1,000 &#x3d; 33.748; and CoV Dim 1 &#x3d; 28.237%, inertia&#x2a;1,000 &#x3d; 22.387, respectively). S4 oil was most associated with ages 0&#x2013;9 (CoV Dim 2 &#x3d; 19.133%, inertia&#x2a;1,000 &#x3d; 15.634) and 10&#x2013;17 (CoV Dim 1 &#x3d; 36.494%, inertia&#x2a;1,000 &#x3d; 31.445), as was S4 topical (CoV Dim 2 &#x3d; 26.038%, inertia&#x2a;1,000 &#x3d; 7.769). S8 flower was associated with patient ages 25&#x2013;39 (CoV Dim 1 &#x3d; 15.922%, inertia&#x2a;1,000 &#x3d; 12.69), as was S8 inhaled (CoV Dim 1 &#x3d; 12.861%, inertia&#x2a;1,000 &#x3d; 10.496). The product choice of S8 oil (CoV Dim 2 &#x3d; 30.974%, inertia&#x2a;1,000 &#x3d; 6.315) was more commonly selected for older age groups, particularly patients aged 55&#x2013;74 (CoV Dim 2 &#x3d; 26.312%, inertia&#x2a;1,000 &#x3d; 14.93) and &#x3e;74 (CoV Dim 2 &#x3d; 18.912%, inertia&#x2a;1,000 &#x3d; 12.169).</p>
</sec>
<sec id="s3-6">
<title>Trends over time</title>
<p>Prescribing for psychiatric conditions has grown rapidly from November 2019, as is the case for all SAS-B prescribing (<xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>). However, growth seems to be slowing or decreasing as of approximately November 2021 (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.988, &#x2206;m &#x3d; 17,133.400; <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Number of SAS-B approvals per month for psychiatric indications from November 2016 to September 2022 (<italic>n</italic> &#x3d; 100,666). The solid line represents the best fit, with shading depicting standard error of the mean (SEM).</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g002.tif"/>
</fig>
<p>Trends over time are not uniform across all psychiatric indications. Prescribing for neurodevelopmental disorders (3<sup>rd</sup> degree polynomial, R<sup>2</sup> &#x3d; 0.975, &#x2206;m &#x3d; 30.228); depressive disorders (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.973, &#x2206;m &#x3d; 19.527); bipolar and related disorders (1st degree polynomial, R<sup>2</sup> &#x3d; 0.873); disruptive and related disorders (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.728, &#x2206;m &#x3d; 9.483); and substance-and related addictive disorders (1st degree polynomial, R<sup>2</sup> &#x3d; 0.862) have shown dramatic increases in approvals (<xref ref-type="fig" rid="F3">Figure 3</xref>). At the individual indication level (&#x3e;100 approvals), prescribing also continues to increase for sleep disorders (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.726, &#x2206;m &#x3d; 5.805), PTSD (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.972, &#x2206;m &#x3d; 4.642), ADHD (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.966, &#x2206;m &#x3d; 19.397), mood disorder (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.893, &#x2206;m &#x3d; 39.410), bipolar disorder (1st degree polynomial, R<sup>2</sup> &#x3d; 0.873), and behavior disorder (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.730, &#x2206;m &#x3d; 6.371; <xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Approvals per month in psychiatric indication categories with &#x3e;100 approvals followed different patterns of prescribing growth. Approvals over time for anxiety disorders [<bold>(A)</bold>, <italic>n</italic> &#x3d; 67,133]; sleep wake disorders [<bold>(B)</bold>, <italic>n</italic> &#x3d; 18,321], trauma- and stressor-related disorders [<bold>(C)</bold>, <italic>n</italic> &#x3d; 5,799] neurodevelopmental disorders [<bold>(D)</bold>, <italic>n</italic> &#x3d; 4,450]; depressive disorders [<bold>(E)</bold>, <italic>n</italic> &#x3d; 4,003]; neurocognitive disorders [<bold>(F)</bold>, <italic>n</italic> &#x3d; 428]; bipolar and related disorders [<bold>(G)</bold>, <italic>n</italic> &#x3d; 212]; disruptive, impulse-control, and conduct disorders [<bold>(H)</bold>, <italic>n</italic> &#x3d; 155]; and substance-related and addictive disorders [<bold>(I)</bold>, <italic>n</italic> &#x3d; 126]. Solid lines represent the best fit, with shading depicting standard error of the mean (SEM).</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Approvals per month in psychiatric indications with &#x3e;100 approvals. Approvals over time for anxiety [<bold>(A)</bold>, <italic>n</italic> &#x3d; 67,095]; sleep disorder [<bold>(B)</bold>, <italic>n</italic> &#x3d; 11,202)], insomnia [<bold>(C)</bold>, <italic>n</italic> &#x3d; 6,877); post-traumatic stress disorder [PTSD; <bold>(D)</bold>, <italic>n</italic> &#x3d; 5,799]; depression [<bold>(E)</bold>, <italic>n</italic> &#x3d; 3,247]; autism spectrum disorder [ASD; <bold>(F)</bold>, <italic>n</italic> &#x3d; 2,206]; attention deficit hyperactivity disorder [ADHD; <bold>(G)</bold>, <italic>n</italic> &#x3d; 2,078]; mood disorder [<bold>(H)</bold>, <italic>n</italic> &#x3d; 736]; Alzheimer&#x2019;s disease [<bold>(I)</bold>, <italic>n</italic> &#x3d; 272]; restless leg syndrome [RLS; <bold>(J)</bold>, <italic>n</italic> &#x3d; 239]; bipolar disorder [<bold>(K)</bold>, <italic>n</italic> &#x3d; 212]; Tourette&#x2019;s syndrome [<bold>(L)</bold>, <italic>n</italic> &#x3d; 163]; unspecified dementia [<bold>(M)</bold>, <italic>n</italic> &#x3d; 132]; behavior disorder [<bold>(N)</bold>, <italic>n</italic> &#x3d; 131]; cannabis use disorder [<bold>(O)</bold>, <italic>n</italic> &#x3d; 117]. Solid lines represent the best fit, with shading depicting standard error of the mean (SEM).</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g004.tif"/>
</fig>
<p>Monthly numbers of SAS-B approvals for psychiatric indications in males grew significantly, but seems to be recently decreasing (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.986, &#x2206;m &#x3d; 12,106.310; <xref ref-type="fig" rid="F5">Figure 5A</xref>), while the rate of growth for females was less compared to males (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.989, &#x2206;m &#x3d; 3.970). The proportion of prescribing for males has changed little over time following the initial prescription increase in November 2019 (<xref ref-type="fig" rid="F5">Figure 5B</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Patients receiving medicinal cannabis for psychiatric indications are predominantly younger and male. Trends in patient sex <bold>(A,B)</bold> and age <bold>(C,D)</bold>. Approval trends over time showing a recent decrease in the rate of approvals for males <bold>(A)</bold>, but continued growth in young patients, particularly aged 25&#x2013;39 <bold>(C)</bold>. The proportion of these changes is also shown <bold>(B,D)</bold>, and suggests that while the number of male prescriptions may be decreasing, the relative proportion of prescribing remains relatively consistent. The lines of best fit in panels <bold>(A,B)</bold> are shown by the solid line with shaded area showing standard error of the mean. The gap in panels <bold>(B,D)</bold> indicates no applications submitted during this period.</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g005.tif"/>
</fig>
<p>The prescribing rate for patients aged 25&#x2013;39 has grown sharply from November 2019, far outpacing any other group (4<sup>th</sup> degree polynomial, R<sup>2</sup> &#x3d; 0.988, &#x2206;m &#x3d; 12.218; <xref ref-type="fig" rid="F5">Figure 5C</xref>). Unsurprisingly, the proportion of approvals made up by this age group has increased over time, while the proportion of patients aged 55&#x2013;74 and &#x3e;74 has decreased (<xref ref-type="fig" rid="F5">Figure 5D</xref>).</p>
<p>Prescribing of Schedule 4 products for psychiatric indications has grown slowly over time (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.979, &#x2206;m &#x3d; 29.083; <xref ref-type="fig" rid="F6">Figure 6A</xref>) compared with S8 (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.987, &#x2206;m &#x3d; 14,260.970). Likewise, the proportion of S8 products approved for psychiatric indications has grown over time, though appears fairly uniform within the last few months (<xref ref-type="fig" rid="F6">Figure 6B</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Approvals for medicinal cannabis products for the treatment of psychiatric indications are largely THC-containing oil or flower products. Trends in product schedule <bold>(A,B)</bold> and type <bold>(C,D)</bold>. Approval trends over time showing continued growth of S8 access <bold>(A)</bold>, which is reflected in the proportional access <bold>(B)</bold>. The rate of approvals for the top three product types (oil, flower, and inhaled) all appear to be decreasing <bold>(C)</bold>. However, oil and flower at least seem to have consistent proportional approvals <bold>(D)</bold>. The lines of best fit in panels <bold>(A,B)</bold> are shown by the solid line with shaded area showing standard error of the mean. The gap in panels <bold>(B,D)</bold> indicates no applications submitted during this period.</p>
</caption>
<graphic xlink:href="fphar-14-1142680-g006.tif"/>
</fig>
<p>Approvals for oil products have rapidly increased over time, though has reduced in rate since the peak around September 2021 (2nd degree polynomial, R<sup>2</sup> &#x3d; 0.984, &#x2206;m &#x3d; 9,691.022; <xref ref-type="fig" rid="F6">Figure 6C</xref>). Approvals for flower products followed a similar, but delayed trend, with peak around May 2022 (3rd degree polynomial, R<sup>2</sup> &#x3d; 0.991, &#x2206;m &#x3d; 10,422). Overall, the proportion of approvals for flower products has increased in recent years, and is now approaching that of oil products (<xref ref-type="fig" rid="F6">Figure 6D</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The prescribing of unregistered medicinal cannabis products is a relatively new development in Australia that appears to have strong community support (<xref ref-type="bibr" rid="B7">Australian Institute of Health and Welfare, 2020</xref>) and attracts significant patient curiosity (<xref ref-type="bibr" rid="B63">Karanges et al., 2018</xref>). The current study shows that prescribing medicinal cannabis for psychiatric indications has gained significant momentum after a slow start. Although the general profile of patients with approvals for psychiatric indications is similar in some ways to the overall SAS-B dataset (predominantly male patients obtaining S8 products; <xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>), this analysis reveals several important distinctions and recent trends that were not previously captured. The majority of patients who have SAS-B approval for psychiatric indications are younger, and are more likely to obtain flower products. The proportion of SAS-B approvals for males is greater for psychiatric conditions than for non-psychiatric indications. This pattern does not seem to match with proportional estimates of mental health conditions in Australia (<xref ref-type="bibr" rid="B8">Australian Institute of Health and Welfare, 2022</xref>), though does align with overall cannabis usage patterns (<xref ref-type="bibr" rid="B7">Australian Institute of Health and Welfare, 2020</xref>). Approvals for several psychiatric indication groups, including developmental disorders and depressive disorders, have increased substantially in recent times. The minimal number of approvals for the major psychiatric indications of schizophrenia, bipolar disorder, and obsessive-compulsive disorders (<xref ref-type="bibr" rid="B8">Australian Institute of Health and Welfare, 2022</xref>) was also particularly notable.</p>
<p>As outlined in recent systematic reviews and meta-analyses, the quality of evidence supporting the use of medicinal cannabis in psychiatric indications is patchy (<xref ref-type="bibr" rid="B18">Black et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Bonaccorso et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Hoch et al., 2019</xref>; <xref ref-type="bibr" rid="B9">Bahji et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Khan et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Sarris et al., 2020</xref>; <xref ref-type="bibr" rid="B66">Kloiber et al., 2021</xref>; <xref ref-type="bibr" rid="B102">Stanciu et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Berger, Amminger, et al., 2022</xref>). Large RCTs with a low risk of bias are few and far between, and most clinical evidence has been gained from observational or retrospective cohort studies, open-label pilot trials, or laboratory studies. Such evidence often falls short of the standards that would be required for the formal registration of a new pharmaceutical entity by regulatory agencies (<xref ref-type="bibr" rid="B18">Black et al., 2019</xref>).</p>
<p>However, cannabis is not a novel pharmaceutical entity, having been used for millennia for therapeutic purposes. To add complexity, &#x201c;medicinal cannabis&#x201d; covers a diverse variety of cannabinoids with varying routes of administration, doses, and formulations. Recent systematic reviews, therefore, attempt to synthesize data from trials involving multiple conditions treated by diverse pharmaceutical and artisanal products. Consider, for example, the difference between a patient vaporizing a high dose of THC-containing cannabis flower to treat PTSD (a feasible option under the current SAS-B scheme) and another patient orally ingesting a moderate dose of a CBD-containing oil to treat generalized anxiety (also feasible). Both are &#x201c;medicinal cannabis products&#x201d; used for &#x201c;anxiety&#x201d; under the SAS-B, but their use, route of administration, and psychoactive effects are dramatically different. In this context, the available systematic reviews are an imperfect guide to optimal prescribing of the currently available products. Therefore, in contemplating whether the current prescribing of medicinal cannabis products in Australia for psychiatric conditions is rational and evidence-based, we must carefully dissect and interpret the evidence base, noting the limitations.</p>
<sec id="s4-1">
<title>Anxiety disorders</title>
<p>By far the largest number of psychiatry-related approvals in the present study are for anxiety disorders. In some ways, this represents an interesting ongoing experiment, given the limited current evidence for the anxiolytic effects of cannabinoids. Two recent systematic reviews and meta-analyses (<xref ref-type="bibr" rid="B18">Black et al., 2019</xref>; <xref ref-type="bibr" rid="B102">Stanciu et al., 2021</xref>) concluded there may be some evidence supporting efficacy for cannabinoids in treating anxiety, but that evidence was of very low quality, with a third analysis showing no effect when studies were corrected for publication bias (<xref ref-type="bibr" rid="B9">Bahji et al., 2020</xref>).</p>
<p>However, research in this space is rapidly evolving. An observational study of patients receiving CBD prescriptions in New Zealand for various conditions found a significant overall reduction of anxiety and improved quality of life in those prescribed CBD (dose range &#x3d; 40&#x2013;300&#xa0;mg/day) for mental health conditions and non-cancer pain (<xref ref-type="bibr" rid="B53">Gulbransen et al., 2020</xref>). Two recent open-label trials have also reported significant effects: the first found a significant reduction in anxiety and comorbid depressive symptoms with 200&#x2013;800&#xa0;mg/day CBD in patients aged 12&#x2013;25 with refractory anxiety (<xref ref-type="bibr" rid="B16">Berger, Li, et al., 2022</xref>), and the second showed positive effects in adults (ages 22&#x2013;64) with moderate to severe anxiety with a CBD sublingual solution (dose range &#x3d; 23&#x2013;46&#xa0;mg/day) (<xref ref-type="bibr" rid="B34">Dahlgren et al., 2022</xref>). These complement previous experimental clinical studies showing anxiolytic effects of CBD in healthy volunteers (<xref ref-type="bibr" rid="B70">Linares et al., 2019</xref>) and social phobia patients (<xref ref-type="bibr" rid="B14">Bergamaschi et al., 2011</xref>; <xref ref-type="bibr" rid="B32">Crippa et al., 2011</xref>) and in patients at high risk of developing psychosis (<xref ref-type="bibr" rid="B2">Appiah-Kusi et al., 2020</xref>). It is hoped that future and current clinical trials can clarify optimal dosing, products, and anxiety subtypes that might best benefit. The role of expectancy effects with CBD administration should also be clarified: a small study of adults undergoing an acute stress test showed the importance of <italic>a priori</italic> beliefs about the anxiolytic properties of CBD in determining outcomes (<xref ref-type="bibr" rid="B101">Spinella et al., 2021</xref>).</p>
<p>On the other hand, the widespread use of THC-containing S8 products in treating anxiety (<xref ref-type="table" rid="T2">Table 2</xref>) gives some grounds for concern, given that THC can reliably induce anxiety and paranoia in higher doses (<xref ref-type="bibr" rid="B74">Martin-Santos et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Freeman et al., 2015</xref>). However, THC-induced anxiety may be obviated by the gradual up-titration of doses in patients, and by using oral low-dose formulations (also containing CBD) rather than smoking or vaporizing herbal cannabis. Outcomes such as this may be probed further in large registry studies currently underway in the UK (Project Twenty21) and Australia with patients being prescribed medicinal cannabis, including those using it for treatment of anxiety and PTSD (<xref ref-type="bibr" rid="B39">Drug Science, 2022</xref>; <xref ref-type="bibr" rid="B96">Sakal et al., 2022</xref>; <xref ref-type="bibr" rid="B119">Vickery et al., 2022</xref>).</p>
</sec>
<sec id="s4-2">
<title>Trauma- and stressor-related disorders</title>
<p>Current evidence around the efficacy of cannabis and cannabinoid pharmaceuticals in PTSD has been reviewed recently in a focused fashion (<xref ref-type="bibr" rid="B86">Orsolini et al., 2019</xref>; <xref ref-type="bibr" rid="B56">Hindocha et al., 2020</xref>; <xref ref-type="bibr" rid="B45">Forsythe &#x26; Boileau, 2021</xref>; <xref ref-type="bibr" rid="B93">Rehman et al., 2021</xref>; <xref ref-type="bibr" rid="B103">Steardo et al., 2021</xref>; <xref ref-type="bibr" rid="B96">Sakal et al., 2022</xref>) and also included in the larger systematic reviews of psychiatric conditions published in the past 3&#xa0;years (<xref ref-type="bibr" rid="B18">Black et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Bonaccorso et al., 2019</xref>; <xref ref-type="bibr" rid="B57">Hoch et al., 2019</xref>; <xref ref-type="bibr" rid="B22">Botsford et al., 2020</xref>; <xref ref-type="bibr" rid="B65">Khan et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Sarris et al., 2020</xref>; <xref ref-type="bibr" rid="B66">Kloiber et al., 2021</xref>; <xref ref-type="bibr" rid="B102">Stanciu et al., 2021</xref>). There are conspicuously high levels of self-medication with cannabis in patients with PTSD (<xref ref-type="bibr" rid="B72">Loflin et al., 2017</xref>), which is reported to provide symptomatic relief, particularly with respect to sleep and nightmares/flashbacks (<xref ref-type="bibr" rid="B46">Fraser, 2009</xref>; <xref ref-type="bibr" rid="B88">Passie et al., 2012</xref>); however, some studies suggest detrimental effects of cannabis use on PTSD symptom severity (<xref ref-type="bibr" rid="B127">Wilkinson et al., 2015</xref>). Studies of the pharmaceutical THC analogue nabilone have shown particular efficacy (<xref ref-type="bibr" rid="B46">Fraser, 2009</xref>; <xref ref-type="bibr" rid="B26">Cameron et al., 2014</xref>; <xref ref-type="bibr" rid="B62">Jetly et al., 2015</xref>), and some studies of THC/THC-predominant medicinal cannabis products have noted improved global functioning in PTSD (<xref ref-type="bibr" rid="B76">Mashiah, 2012</xref>; <xref ref-type="bibr" rid="B94">Roitman et al., 2014</xref>). The studies evaluating CBD only for PTSD symptom control are currently restricted to positive case reports (<xref ref-type="bibr" rid="B100">Shannon &#x26; Opila-Lehman, 2016</xref>; <xref ref-type="bibr" rid="B41">Elms et al., 2019</xref>), and a study on traumatic memory recall using a single administration of CBD (300&#xa0;mg) showed little effect (<xref ref-type="bibr" rid="B20">Bolsoni et al., 2022</xref>). Again, we await larger well-controlled studies to validate current prescribing practice around CBD only products as well as those containing THC in PTSD, which appear to be ongoing (<xref ref-type="bibr" rid="B108">Telch et al., 2022</xref>).</p>
</sec>
<sec id="s4-3">
<title>Insomnia and other sleep disorders</title>
<p>The existing evidence base supporting cannabinoids for the treatment of insomnia is limited. Recent systematic reviews (<xref ref-type="bibr" rid="B107">Suraev et al., 2020</xref>; <xref ref-type="bibr" rid="B68">Lavender et al., 2022</xref>) highlighted the limited evidence supporting cannabinoids in treating clinician-diagnosed insomnia disorder (as opposed to patient self-reported insomnia, or &#x201c;sleep problems&#x201d;). Most published RCTs of &#x201c;insomnia&#x201d; are often secondary to other conditions, such as chronic pain, and are only conducted over acute timelines (e.g., single dose to a maximum of 4&#xa0;weeks), making conclusions about the longevity of the self-reported effects of cannabinoids uncertain. Current SAS-B prescribing for insomnia is predominantly for THC-containing products (<xref ref-type="table" rid="T2">Table 2</xref>), which arguably aligns with available evidence, although there are exceptions. Two RCTs of nabilone in patients with sleep issues secondary to chronic pain showed modest efficacy in improving total sleep time and efficiency (<xref ref-type="bibr" rid="B121">Ware et al., 2010</xref>; <xref ref-type="bibr" rid="B128">Zalai, 2015</xref>). However, one such study concluded that nabilone was not an effective option as it concurrently increased sleep onset latency (<xref ref-type="bibr" rid="B128">Zalai, 2015</xref>). A third RCT of THC observed a reduction in sleep latency but only evaluated the effects of a single acute dose (<xref ref-type="bibr" rid="B31">Cousens &#x26; DiMascio, 1973</xref>), while early results from another trial with a single 200&#xa0;mg CBD and 10&#xa0;mg THC administration suggested a decrease in total sleep time (<xref ref-type="bibr" rid="B106">Suraev et al., 2022</xref>). Similarly, a study in healthy volunteers reported no effect of THC alone on sleep parameters, and when combined with CBD (in the form of nabiximols) actually increased wakefulness (<xref ref-type="bibr" rid="B83">Nicholson et al., 2004</xref>). Finally, a recent RCT in adults with chronic insomnia reported improvements over 2&#xa0;weeks in subjective sleep quality, sleep-onset latency, total sleep time, feeling of rest upon waking with nightly administration of used ZTL-101 (containing 10&#xa0;mg THC, 1&#xa0;mg cannabinol, and 0.5&#xa0;mg CBD) (<xref ref-type="bibr" rid="B120">Walsh et al., 2021</xref>). The majority of support for THC prescribing in sleep disorders (including insomnia) seems to be from the community and patient self-report (<xref ref-type="bibr" rid="B71">Lintzeris et al., 2022</xref>) as opposed to a robust clinical evidence base (with the exception of one recent RCT), and this is reflected in the recommendations of the American Academy of Sleep Medicine (<xref ref-type="bibr" rid="B92">Ramar et al., 2018</xref>).</p>
<p>At present, there is no compelling rationale for prescribing CBD for chronic refractory insomnia. Evidence for the use of CBD in insomnia is limited to a retrospective case series (in patients with &#x201c;poor sleep&#x201d;) (<xref ref-type="bibr" rid="B99">Shannon et al., 2019</xref>) and a single acute dose self-report RCT (<xref ref-type="bibr" rid="B28">Carlini &#x26; Cunha, 1981</xref>), neither of which makes a strong case for long term CBD efficacy to support prescribing. Again, it is anticipated that evidence from these larger, longer duration studies will shed better light on the therapeutic use of cannabinoids for insomnia and sleep disorders.</p>
</sec>
<sec id="s4-4">
<title>Neurodevelopmental disorders (ASD, ADHD)</title>
<p>Prescribing THC-containing products to children is controversial in any setting. Prescribing for psychiatric indications is particularly so, given the deleterious impacts of chronic THC exposure on the developing brain and adult behavioral phenotype that is routinely observed in animal models (<xref ref-type="bibr" rid="B90">Quinn et al., 2008</xref>; <xref ref-type="bibr" rid="B115">Trezza et al., 2008</xref>). Our analysis uncovers noteworthy prescribing of medicinal cannabis products to &#x3c;18-year-olds largely divided between anxiety disorders and neurodevelopmental disorders (primarily ASD). While prescribing CBD in specific pediatric epilepsies is now evidence-based (<xref ref-type="bibr" rid="B36">Devinsky et al., 2017</xref>; <xref ref-type="bibr" rid="B67">Laux et al., 2019</xref>), the evidence for cannabinoid efficacy in conditions such as anxiety, ASD and ADHD is minimal. This is particularly true for ADHD&#x2013;a single RCT in adults that concluded no significant effect of nabiximols treatment on cognitive performance and only suggestive effects on secondary hyperactivity measures (<xref ref-type="bibr" rid="B30">Cooper et al., 2017</xref>). There have been no studies evaluating CBD-only preparations in ADHD cohorts, despite this accounting for 15.9% of ADHD approvals under SAS-B (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<p>ASD attracts even more SAS-B prescribing than ADHD, yet the current evidence base consists of only a single RCT comparing a 20:1 CBD:THC whole extract, a purified isolate product at the same CBD:THC ratio, and placebo, in patients aged 5&#x2013;21&#xa0;years. Parent-reported measures of behavior did not reveal a significant effect over 12&#xa0;weeks of either treatment compared with placebo, but clinical evaluation of disruptive behavior was improved with the extract product (<xref ref-type="bibr" rid="B3">Aran et al., 2021</xref>). Overall improvements in anxiety, sleep, and behavior remain inconsistent across case series and observational studies, with approximately one-third of children seemingly responding well (<xref ref-type="bibr" rid="B40">Efron, 2021</xref>; <xref ref-type="bibr" rid="B44">Fletcher et al., 2021</xref>). However, a significant caveat to these studies is their reliance on parental reports, which is notoriously variable and/or prone to bias. Notably, CBD-only prescribing accounts for 56.3% of ASD approvals, yet there are no published studies of CBD-only products in this patient cohort. Current CBD prescribing for ASD may be more reflective of caution around the use of THC products in children rather than being evidence-driven.</p>
</sec>
<sec id="s4-5">
<title>Schizophrenia, bipolar disorder and depressive disorders</title>
<p>A major finding of the current study is the minimal SAS-B approvals for the major psychiatric disorders of schizophrenia and bipolar disorder. The prescribing for depression is rising dramatically of late, though it still represents a small proportion of the overall prescribing. Presumably, the uncertainty that surrounds a causal association between cannabis use and psychosis (<xref ref-type="bibr" rid="B29">Colizzi et al., 2020</xref>; <xref ref-type="bibr" rid="B33">D&#x27;Souza et al., 2022</xref>; <xref ref-type="bibr" rid="B38">Di Forti et al., 2019</xref>; <xref ref-type="bibr" rid="B55">Hill, 2015</xref>; <xref ref-type="bibr" rid="B81">National Academies of Sciences, 2017</xref>; <xref ref-type="bibr" rid="B87">Pasman et al., 2018</xref>) explains the high degree of caution in prescribing medicinal cannabis products for schizophrenia and bipolar disorder, although it does not necessarily account for the limited S4 (CBD-dominant) prescribing (<italic>n</italic> &#x3d; 22). A number of moderate-quality RCTs, with well-sized patient cohorts, evaluating CBD-only products for the treatment of schizophrenia have shown positive outcomes (<xref ref-type="bibr" rid="B69">Leweke et al., 2012</xref>; <xref ref-type="bibr" rid="B19">Boggs et al., 2018</xref>; <xref ref-type="bibr" rid="B77">McGuire et al., 2018</xref>). The limited approvals for schizophrenia highlight a notable gap between the existing evidence base and prescribing decisions. Similarly, the only published study involving CBD for treating bipolar disorder produced equivocal findings and concluded that CBD was ineffective in treating mania (<xref ref-type="bibr" rid="B130">Zuardi et al., 2010</xref>), and yet 16.5% of approvals have been for CBD-only-containing products. Psychiatric prescribing practices in these disorders are interesting examples that highlight a potential disconnect between current prescribing and awareness of the current evidence base.</p>
<p>Finally, depression is a highly prevalent condition, with recent figures that more than 10% of Australians are prescribed antidepressant medications (<xref ref-type="bibr" rid="B104">Stephenson et al., 2013</xref>; <xref ref-type="bibr" rid="B23">Brett et al., 2017</xref>). Medicinal cannabis prescribing for depressive disorders is low relative to other psychiatric indications, but is on the rise. This may reflect the lack of any RCTs specifically focused on the treatment of depression with cannabinoids (<xref ref-type="bibr" rid="B98">Scherma et al., 2020</xref>; <xref ref-type="bibr" rid="B114">Tibbo et al., 2021</xref>), as well as documented positive associations between cannabis use and depression, albeit with uncertainty of causal direction (<xref ref-type="bibr" rid="B59">Horwood et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Bahorik et al., 2017</xref>; <xref ref-type="bibr" rid="B58">Hodgson et al., 2020</xref>). The available evidence for medicinal cannabis in treating depression is of poor quality and is restricted to several positive case reports involving dronabinol (<xref ref-type="bibr" rid="B17">Blaas, 2008</xref>) and other anecdotal observations of unregulated cannabis use in patients with complex psychiatric histories (<xref ref-type="bibr" rid="B52">Gruber et al., 1996</xref>). To date, SAS-B approvals for depressive disorders are primarily S8 products (87.3%; <xref ref-type="table" rid="T2">Table 2</xref>). There is no current evidence to support CBD-only prescribing for depression.</p>
<p>One alternative possible explanation for the low number of approvals for depressive disorders could be the overlap with comorbid chronic pain, which is highly prevalent in depressive populations. However, it would not be captured in the SAS-B data (see <xref ref-type="bibr" rid="B73">MacPhail et al., 2022</xref>). Alternatively, the widespread use of medicinal cannabis products for anxiety disorders may also be inadvertently benefitting depression, which shows high co-morbidity with anxiety.</p>
<p>The growing use of medicinal cannabis can be seen as part of a broader movement within psychiatry toward use of unconventional therapies, or rather the return to some of the older options (including cannabis) ruled too radical in recent times, including a range of traditional &#x201c;recreational&#x201d; drugs, being accepted into clinical practice (<xref ref-type="bibr" rid="B84">Nutt, 2019</xref>). Examples include the use of ketamine and psilocybin for depression (<xref ref-type="bibr" rid="B113">Thomas et al., 2017</xref>; <xref ref-type="bibr" rid="B95">Rosenblat et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Carhart-Harris et al., 2021</xref>; <xref ref-type="bibr" rid="B50">Goodwin et al., 2022</xref>) and MDMA for PTSD (<xref ref-type="bibr" rid="B79">Mitchell et al., 2021</xref>). This is perhaps a response to the obstinately dry pipeline of novel psychiatric medications from traditional pharmaceutical routes, and the ongoing use of traditional prescription psychotropics that are often older than the prescriber and the patient.</p>
<p>This is not to say that psychiatry should abandon caution and prescribe unregistered medicines as a first-line intervention. Indeed, official guidance on medicinal cannabis prescribing around psychiatric conditions is notably absent, meaning that clinicians have no readily available source of advice on rational prescribing for conditions such as anxiety, insomnia, PTSD and ASD. Prescribers struggle to find quality information to guide their use of the more than 360 medicinal cannabis products currently available under SAS-B within Australia. The TGA has produced guidance documents that outline the quality of the supportive clinical evidence for five different conditions: chronic non-cancer pain, epilepsy, multiple sclerosis, palliative care, and nausea and vomiting (<xref ref-type="bibr" rid="B109">Therapeutic Goods Administration, 2019</xref>). However, similar evidence-based guidance for psychiatric disorders is needed with some urgency, which is starting to be addressed by international peers at present yet has not been as much of a focus in the Australian context to date. Development of prescribing guidelines for MC has been completed by several groups in the UK, including NICE (<xref ref-type="bibr" rid="B82">National Institute for Health and Care Excellence, 2019</xref>) and the Medicinal Cannabis Clinicians Society (<xref ref-type="bibr" rid="B78">Medical Cannabis Clinicians&#x2019; Society, 2021</xref>). Yet, these are still very generalist in nature and do not provide guidance specific to psychiatric indications using evidence-based conclusions.</p>
<p>Nor does this lack of guidance suggest that supervised use of medicinal cannabis for these conditions should be completely halted. The reality is that even when legal access pathways are available, many Australian patients with mental health conditions report self-medicating with cannabis (<xref ref-type="bibr" rid="B71">Lintzeris et al., 2022</xref>), which is perhaps a reflection of the uneasiness of some healthcare practitioners in administering and supervising use for these indications (<xref ref-type="bibr" rid="B63">Karanges et al., 2018</xref>). Unsupervised use of medicinal cannabis (prescribed or otherwise) may come with risk, and non-disclosure can ultimately affect quality of care received by patients (<xref ref-type="bibr" rid="B25">Cairns &#x26; Kelly, 2017</xref>; <xref ref-type="bibr" rid="B105">Stuart-Maver, 2020</xref>). Indeed, medicinal cannabis use under strict supervision of a healthcare practitioner may currently be the best option to balance these risks while providing appropriate care, given the general tolerability and safety under supervised use (<xref ref-type="bibr" rid="B119">Vickery et al., 2022</xref>). Medicinal cannabis for treating psychiatric indications is a rapidly evolving field with new studies being published regularly, hopefully providing greater clarity in the near future.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The purpose of this review was to present data on the current TGA approvals for medicinal cannabis products in Australia under the SAS-B scheme, their use for psychiatric indications, and to synthesize these data and relate back to the existing evidence base. We hope that our analysis will aid in transparency around current SAS-B prescribing practices in the psychiatric realm within Australia and stimulate further discussion, evaluation, and research into whether medicinal cannabis products represent effective standalone or adjunctive treatments for use within psychiatry. This issue is only likely to intensify in the coming months and years with the tremendous worldwide popularity and associated patient interest in using medicinal cannabis to treat a cornucopia of conditions. For this reason, the discussion must continue with the input of those in the academic and clinical community who are best placed to offer considered and balanced scientific views, with specific effort placed on facilitating high-quality RCTs, particularly where prescribing is disproportionate to existing clinical evidence of efficacy.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>Publicly available datasets were analyzed in this study. This data can be found here: <ext-link ext-link-type="uri" xlink:href="https://www.tga.gov.au/sites/default/files/2022-12/foi-4020-01.XLSX">https://www.tga.gov.au/sites/default/files/2022-12/foi-4020-01.XLSX</ext-link>.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>EC, MB-P, and SM conducted the analysis. EC, MB, RC, and IM co-wrote the manuscript and conceived of the project. AM and PS were involved in manuscript writing, revisions and assisted with data classifications. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Funding statement</title>
<p>This work was supported by the Lambert Initiative for Cannabinoid Therapeutics at the University of Sydney by the philanthropic gift of Joy and Barry Lambert (Ref: G180048).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>RC reports personal fees from Cannabis Consulting Australia Pty Ltd., personal fees from Biologics Research Institute Australia Pty Ltd., personal fees from University of Sydney, outside the submitted work; IM reports grants from National Health and Medical Research Council of Australia, grants from National Institute of Health, grants from Wellcome Trust, grants and other from University of Sydney (Lambert Initiative), during the course of the study; personal fees from Janssen, outside the submitted work. In addition, IM has patents WO2018107216A1 WO2017004674A1 licensed to Kinoxis Therapeutics, a patent WO2011038451A1 issued, a patent WO2019071302 issued, a patent WO2019227167 issued, a patent AU2017904438 pending, and a patent AU2019051284 pending. PS is supported by an Investigator Grant from the NHMRC, and was on an expert advisory panel for Biogen Australia and Roche Australia in 2020 and 2021.</p>
<p>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>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2023.1142680/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2023.1142680/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.XLSX" id="SM1" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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