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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">736788</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2021.736788</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Protein Targets of Acetaminophen Covalent Binding in Rat and Mouse Liver Studied by LC-MS/MS</article-title>
<alt-title alt-title-type="left-running-head">Geib et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Acetaminophen Protein Targets by LC-MS/MS</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Geib</surname>
<given-names>Timon</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Moghaddam</surname>
<given-names>Ghazaleh</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1398853/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Supinski</surname>
<given-names>Aimee</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1399741/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Golizeh</surname>
<given-names>Makan</given-names>
</name>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sleno</surname>
<given-names>Lekha</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/665365/overview"/>
</contrib>
</contrib-group>
<aff>Chemistry Department, Universit&#xe9; du Qu&#xe9;bec &#xe0; Montr&#xe9;al, <addr-line>Montr&#xe9;al</addr-line>, <addr-line>QC</addr-line>, <country>Canada</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/431994/overview">Marcus S Cooke</ext-link>, University of South Florida, United&#x20;States</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/43467/overview">Hartmut Jaeschke</ext-link>, University of Kansas Medical Center Research Institute, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/737501/overview">Anthony P DeCaprio</ext-link>, Florida International University, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Lekha Sleno, <email>sleno.lekha@uqam.ca</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>
<bold>&#x2020;</bold>
</sup>
</label>
<p>
<bold>Present address:</bold> Department of Mathematical and Physical Sciences, Concordia University of Edmonton, Edmonton, AB, Canada</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Analytical Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>736788</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Geib, Moghaddam, Supinski, Golizeh and Sleno.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Geib, Moghaddam, Supinski, Golizeh and Sleno</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Acetaminophen (APAP) is a mild analgesic and antipyretic used commonly worldwide. Although considered a safe and effective over-the-counter medication, it is also the leading cause of drug-induced acute liver failure. Its hepatotoxicity has been linked to the covalent binding of its reactive metabolite, <italic>N</italic>-acetyl <italic>p</italic>-benzoquinone imine (NAPQI), to proteins. The aim of this study was to identify APAP-protein targets in both rat and mouse liver, and to compare the results from both species, using bottom-up proteomics with data-dependent high resolution mass spectrometry and targeted multiple reaction monitoring (MRM) experiments. Livers from rats and mice, treated with APAP, were homogenized and digested by trypsin. Digests were then fractionated by mixed-mode solid-phase extraction prior to liquid chromatography-tandem mass spectrometry (LC-MS/MS). Targeted LC-MRM assays were optimized based on high-resolution MS/MS data from information-dependent acquisition (IDA) using control liver homogenates treated with a custom alkylating reagent yielding an isomeric modification to APAP on cysteine residues, to build a modified peptide database. A list of putative <italic>in vivo</italic> targets of APAP were screened from data-dependent high-resolution MS/MS analyses of liver digests, previous <italic>in&#x20;vitro</italic> studies, as well as selected proteins from the target protein database (TPDB), an online resource compiling previous reports of APAP targets. Multiple protein targets in each species were found, while confirming modification sites. Several proteins were modified in both species, including ATP-citrate synthase, betaine-homocysteine <italic>S</italic>-methyltransferase 1, cytochrome P450 2C6/29, mitochondrial glutamine amidotransferase-like protein/ES1 protein homolog, glutamine synthetase, microsomal glutathione <italic>S</italic>-transferase 1, mitochondrial-processing peptidase, methanethiol oxidase, protein/nucleic acid deglycase DJ-1, triosephosphate isomerase and thioredoxin. The targeted method afforded better reproducibility for analysing these low-abundant modified peptides in highly complex samples compared to traditional data-dependent experiments.</p>
</abstract>
<kwd-group>
<kwd>acetaminophen</kwd>
<kwd>rodent model</kwd>
<kwd>reactive metabolites, liver proteins</kwd>
<kwd>LC-MS/MS, LC-MRM</kwd>
<kwd>protein modification</kwd>
<kwd>NAPQI, N-acetyl-p-benzoquinone</kwd>
<kwd>mouse, rat</kwd>
<kwd>covalent binding</kwd>
</kwd-group>
<contract-sponsor id="cn001">Natural Sciences and Engineering Research Council of Canada<named-content content-type="fundref-id">10.13039/501100000038</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Drugs are generally metabolized by the liver into biologically inactive forms and eliminated from the body through bile and urine. However during these processes, they can also be bioactivated by hepatic enzymes into reactive electrophilic intermediates and subsequently react with nucleophilic sites of proteins to form covalent adducts (<xref ref-type="bibr" rid="B64">Xu et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B38">Park et&#x20;al., 2011</xref>). Reactive metabolites can in turn cause oxidative stress, depleting intracellular glutathione, and affect energy metabolism by binding to mitochondrial protein complexes (<xref ref-type="bibr" rid="B40">Pessayre, 1995</xref>; <xref ref-type="bibr" rid="B55">Srivastava et&#x20;al., 2010</xref>).</p>
<p>Acetaminophen (<italic>N</italic>-acetyl <italic>p</italic>-aminophenol, APAP) is one of the most commonly used analgesic and antipyretic, and is known to be the number one cause of acute liver failure in North America (<xref ref-type="bibr" rid="B4">Bateman, 2016</xref>). APAP is deemed safe as long as recommended doses are not exceeded, but very high doses can cause severe hepatotoxicity, liver injury and even death in both children and adults (<xref ref-type="bibr" rid="B60">Tittarelli et&#x20;al., 2017</xref>). APAP metabolism primarily occurs in the liver, where major biotransformations include sulfate and glucuronide conjugation forming readily excretable phase II metabolites. A smaller proportion, between 10 and 15%, is converted to the reactive electrophile <italic>N</italic>-acetyl <italic>p</italic>-benzoquinone imine (NAPQI), by multiple cytochrome P450 enzymes (<xref ref-type="bibr" rid="B24">Laine et&#x20;al., 2009</xref>). NAPQI can generally be detoxified <italic>via</italic> glutathione conjugation and further excreted <italic>via</italic> the mercapturic acid pathway. However, excess NAPQI can bind to nucleophilic sulfhydryl groups in cysteines of cellular proteins, leading to possible protein dysfunction due to conformational changes, potentially leading to acute liver failure (<xref ref-type="bibr" rid="B18">James et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B13">Graham and Scott, 2005</xref>). Mitochondrial protein adducts have been shown to directly correlate to the initiation of hepatotoxicity through mitochondrial dysfunction and DNA fragmentation (<xref ref-type="bibr" rid="B59">Tirmenstein and Nelson, 1989</xref>; <xref ref-type="bibr" rid="B29">McGill et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B28">McGill et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B63">Xie et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B45">Ramachandran and Jaeschke, 2020</xref>). Identifying and monitoring modified proteins from <italic>in vivo</italic> samples could help better understand the metabolic processes involved in APAP-related hepatotoxicity and potentially lead to the detection of important biomarkers (<xref ref-type="bibr" rid="B8">Cohen et&#x20;al., 1997</xref>; <xref ref-type="bibr" rid="B5">Bissell et&#x20;al., 2001</xref>).</p>
<p>In this study, liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) was employed to identify <italic>in vivo</italic> protein targets of APAP, <italic>via</italic> the formation of NAPQI, in mouse and rat. Liver homogenates were digested by trypsin and fractionated by mixed-mode solid-phase extraction (SPE) prior to LC-MS/MS analysis. A scheduled multiple reaction monitoring (MRM) was developed based on data-dependent LC-MS/MS results as well as previous reports of APAP-modified proteins, while using a custom alkylation reagent to prepare isomerically-modified peptides from liver homogenates. This comparative analysis in rat and mouse could potentially provide novel mechanistic insight into APAP-related hepatotoxicity.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Chemicals and Materials</title>
<p>Urea was purchased from BioRad (Mississauga, ON, Canada). APAP, trypsin (TPCK-treated, from bovine pancreas), sodium <italic>n</italic>-dodecyl sulfate (SDS), dithiothreitol (DTT), iodoacetamide (IAM), thiourea, ammonium bicarbonate, ammonium acetate, ammonium hydroxide, formic acid, acetic acid, acetonitrile (ACN), methanol (MeOH) and all other reagents were from Sigma-Aldrich (St. Louis, MO, United&#x20;States). Labeling agent <italic>N</italic>-(4-hydroxyphenyl)-2-iodoacetamide (HP-IAM) was synthesized in-house as previously described (<xref ref-type="bibr" rid="B25">LeBlanc et&#x20;al., 2014</xref>). Ultra-pure water was produced using a Millipore Synergy UV system (Billerica, MA, United&#x20;States).</p>
</sec>
<sec id="s2-2">
<title>
<italic>In Vivo</italic> Experiments</title>
<p>Four Sprague-Dawley male rats (450&#x2212;550&#xa0;g) were dosed with 600&#xa0;mg/kg APAP (IP; solubilized in 60% PEG 200) or two animals were treated with vehicle for control samples. Rat livers were collected after 24&#xa0;h post dosing. Male C57BL/6 mice (27&#x2212;35&#xa0;g) were treated (IP, in saline) with 150&#xa0;mg/kg (2 and 6&#xa0;h) and 300&#xa0;mg/kg (2 and 6&#xa0;h), as well as with vehicle for control samples. Two mice were treated at each dose and timepoint. All experiments were performed at <italic>INRS Centre National de Biologie Exp&#xe9;rimentale</italic> (Laval, QC, Canada). The protocol was approved by the Ethics Committee of the <italic>INRS Centre National de Biologie Exp&#xe9;rimentale</italic> under the ethical practices of the Canadian Council on Animal Care (project UQLK.14.02).</p>
</sec>
<sec id="s2-3">
<title>Sample Preparation</title>
<p>Frozen liver samples, stored at &#x2212;80&#xb0;C, were homogenized in 100&#xa0;mM ammonium bicarbonate (ABC buffer, pH 8&#x2013;8.5) at 5&#xa0;ml/g tissue weight using a hand-held homogenizer (Tissuemiser; Thermo Fisher Scientific, Waltham, MA, United&#x20;States), and 100&#xa0;&#x3bc;l aliquots were combined with 25&#xa0;&#x3bc;l of 0.1% SDS, and heated for 5&#xa0;min at 95&#xb0;C. After cooling samples, 50&#xa0;&#x3bc;l of a solution of 7&#xa0;M urea and 2&#xa0;M thiourea in water was added, and a probe sonicator was used ((XL-2000; Qsonica, Newtown, CT, United&#x20;States) for three cycles of 10&#xa0;s, followed by another 15&#xa0;min in an ultrasonic bath (Branson 2510; Branson Ultrasonics, Brookfield, CT, United&#x20;States). The resulting protein extract was then diluted with 500&#xa0;&#x3bc;l of 100&#xa0;mM ABC buffer. Reductive alkylation was performed by adding DTT (30&#xa0;&#x3bc;l, 100&#xa0;mM; 37&#xb0;C for 20&#xa0;min), followed by IAM (45&#xa0;&#x3bc;l, 100&#xa0;mM; 37&#xb0;C for 30&#xa0;min in the dark). Similarly, control samples, from vehicle-treated animals, were alkylated using HP-IAM (by simply substituting the IAM mentioned above). Samples were then digested by trypsin (30&#xa0;&#x3bc;l, 1&#xa0;mg/ml; 37&#xb0;C for 18&#xa0;h), followed by the addition of 300&#xa0;&#x3bc;l of 2% formic acid prior to fractionation by solid phase extraction (SPE) on OASIS MCX cartridges (1 cc, 30&#xa0;mg; Waters, Milford, MA, United&#x20;States). Loaded cartridges were washed in three steps with 2% formic acid in water, 100% MeOH and 50% MeOH (1&#xa0;ml each). Eight fractions were collected by eluting with 15, 20, 25, 35, 50, and 200&#xa0;mM ammonium acetate in 50% MeOH, then 0.1 and 3% ammonium hydroxide in 50% MeOH (1&#xa0;ml each). Fractions were dried under vacuum and stored at &#x2212;30&#xb0;C until analysis.</p>
</sec>
<sec id="s2-4">
<title>LC-MS/MS Analysis</title>
<p>SPE fractions were reconstituted in 100&#xa0;&#xb5;l 10% acetonitrile and injected (20&#xa0;&#x3bc;l) onto an Aeris PEPTIDE XB<bold>-</bold>C18 column (100 &#xd7; 2.1 mm, 1.7&#xa0;&#x3bc;m) (Phenomenex, Torrance, CA, United&#x20;States) using a Nexera UHPLC system (Shimadzu, Columbia, MD, United&#x20;States) with water (A) and ACN (B), both containing 0.1% formic acid, at a flow rate of 300&#xa0;&#x3bc;l/min (at 40&#xb0;C). The elution gradient started at 5% B for 2.5&#xa0;min, and was linearly increased to 30% B in 47.5&#xa0;min, to 50% B in 5&#xa0;min, then to 90% B in 1&#xa0;min, held for another 4&#xa0;min at 90%&#x20;B.</p>
<p>Data-dependent experiments were performed to collect MS and MS/MS spectra on a high-resolution quadrupole-time-of-flight TripleTOF 5600 mass spectrometer (Sciex, Concord, ON, Canada) equipped with a DuoSpray ion source in positive electrospray mode set at 5&#xa0;kV source voltage, 500&#xb0;C source temperature and 50 psi GS1/GS2 gas flows, with a declustering potential of 80&#xa0;V. The instrument performed a survey TOF-MS acquisition from <italic>m/z</italic> 140&#x2013;1250 (250&#xa0;ms accumulation time), followed by MS/MS on the 15 most intense precursor ions with a minimum intensity of 250 cps from <italic>m/z</italic> 300&#x2013;1250. Precursor ion were excluded for 20&#xa0;s after two occurrences in data-dependent acquisition (DDA) mode with dynamic background subtraction. Each MS/MS acquisition (<italic>m/z</italic> 80&#x2013;1500, high sensitivity mode) had an accumulation time of 50&#xa0;ms and collision energy of 30&#x20;&#xb1; 10&#xa0;V, with a total cycle time was 1.05&#xa0;s. The MS instrument was calibrated at every four injections using an in-house calibration mix. Analyst TF software (1.7.1; Sciex) was used for data acquisition and raw data was visualized with PeakView 2.2 with MasterView 1.1 (Sciex). The mass spectrometry proteomics data from high-resolution data-dependent expriments have been deposited to the ProteomeXchange Consortium <italic>via</italic> the PRIDE (<xref ref-type="bibr" rid="B39">Perez-Riverol et&#x20;al., 2019</xref>) partner repository with the dataset identifier PXD027674 and 10.6019/PXD027674.</p>
<p>Targeted assays were developed using scheduled LC-MRM on a Sciex QTRAP 5500 hybrid quadrupole-linear ion trap system with a TurboIonSpray ion source in positive mode, with identical UHPLC conditions as for data-dependent high resolution experiments. Source parameters were as follows: ionspray voltage 5&#xa0;kV; temperature 550&#xb0;C; GS1 and GS2 50 psi; and curtain gas 35 psi. Declustering, entrance and collision cell exit potentials were set at 80, 10 and 13&#xa0;V, respectively. Collision-induced dissociation was performed at a collision energy of 30&#xa0;V. Scheduled MRM time windows were set at 240&#xa0;s, with a targeted scan time at 1.25&#xa0;s. Minimum and maximum dwell times were 10 and 250&#xa0;ms, respectively. MRM transitions monitored for SPE fractions two to eight can be found in <xref ref-type="sec" rid="s11">Supplementary Tables S1, S2</xref>, for rat and mouse, respectively. Sciex Analyst software 1.7 was used for data acquisition.</p>
</sec>
<sec id="s2-5">
<title>Data Processing</title>
<p>Raw data files from quadrupole-time-of-flight experiments were searched against the rat or mouse UniProtKB/Swiss-Prot protein database (release date: 07/18/2018, including common protein contaminants) using Sciex ProteinPilot 5.0. To detect APAP covalent adducts, a custom modification was added to the Paragon algorithm (<xref ref-type="bibr" rid="B52">Shilov et&#x20;al., 2007</xref>) with a probability of 50% for APAP modification on cysteine residues (C<sub>8</sub>H<sub>8</sub>NO<sub>2</sub> replacing H, <italic>&#x394;m</italic> &#x3d; &#x2b;149.04766 u). The search was performed&#x20;for &#x2b;2 to &#x2b;4 charge states at a MS tolerance of 0.05&#x20;u on precursor ions and 0.1&#x20;u on fragments. For protein identifications, a target-decoy approach was applied at a 1% false&#x20;discovery rate (<xref ref-type="bibr" rid="B1">Aggarwal and Yadav, 2016</xref>). From the list&#x20;of identified APAP-modified peptides, those with spectral&#x20;confidence less than 95% were removed, as were those&#x20;with modifications other than APAP and cysteine carbamidomethylation (CAM).</p>
<p>LC-MRM peaks were integrated and verified using MultiQuant 3.0.2 (Sciex) to ensure that APAP-modified peptides matched with&#x20;<italic>N</italic>-(4-hydroxyphenyl)-2-carbamidomethylated (HP-CAM) peptides from control samples. Confirmation of a modified peptide was based on the following criteria: <italic>1</italic>) signal-to-noise (S/N) of all transitions above 10; <italic>2</italic>) &#x2264;20% deviation of relative abundance (<italic>see</italic> <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) (<xref ref-type="bibr" rid="B11">Geib et&#x20;al., 2019</xref>) for the first transition and &#x2264;30% deviation for second and third transitions) from HP-CAM-modified peptide standard; and <italic>3</italic>) within 60&#xa0;s of the corresponding HP-CAM peptide&#x2019;s retention time, to correct for small drifts in RT over the acquisition batch.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>b</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>X</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>APAP-modified peptides with multiple cysteines, containing at least one CAM-cysteine, did not meet the second (or third) criteria, due to no standard samples available for comparison (all cysteines were HP-CAM modified in reference samples). Therefore, confirmation for these modified peptides incorporated into the MRM method was achieved by the absence of corresponding signals in HP-CAM reference samples.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The goal of this study was to assess the applicability of a targeted LC-MS/MS method for <italic>in vivo</italic> biomonitoring of liver protein adducted by reactive metabolites in multiple samples from rat and mouse, and to compare the results obtained <italic>via</italic> data-dependent high-resolution MS/MS assays. With the aim of identifying low abundant APAP-modified peptides in this highly complex biological matrix, tryptic digests were fractionated by mixed-mode solid-phase extraction. These fractions were subjected to data-dependent high-resolution tandem mass spectrometry (HRMS/MS) analyses as well as targeted MRM assays, and results from these analyses were compared.</p>
<sec id="s3-1">
<title>Detection of APAP Protein Targets <italic>via</italic> High-resolution Data-dependent MS/MS</title>
<p>Four liver digests from each species were initially subjected to untargeted high-resolution MS/MS to identify potentially novel target proteins. In total, 15&#x20;APAP-modified mouse peptides (from 14 target proteins) were identified (with over 95% peptide confidence). These included five peptides with more than one cysteine, one being APAP-bound and the other(s) carbamidomethylated, however the exact location of the APAP modification was found in each case, based on unique y and b-ions in their high-resolution MS/MS spectra. A specifically challenging example was seen for peptides KPIGLC<sup>174</sup>C<sup>175</sup>IAPVLAAK and C<sup>174</sup>C<sup>175</sup>IAPVLAAK from glutamine amidotransferase-like class 1&#x20;domain-containing protein 3A (and its rat ES1 protein homolog) (<italic>see</italic> <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>), where the APAP modification could be pinpointed on Cys175. From the rat liver digests, 17 distinct peptides were identified as APAP-modified from 16 proteins. Interestingly, the modified peptide found from triosephosphate isomerase in rat, which has two cysteine residues (CLGELICTLNAAK), was detected both as singly and doubly APAP-modified. A summary of all APAP-modified peptides identified from data-dependent experiments can be found in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. From these experiments, several protein orthologs were found in both rodent species, modified at the same cysteine&#x20;site.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>APAP-modified peptides in rat and mouse liver identified by data-dependent high-resolution MS/MS.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Protein ID</th>
<th align="center">Protein Name</th>
<th align="center">Sequence</th>
<th align="center">Conf.</th>
<th align="center">Obs. <italic>m/z</italic>
</th>
<th align="center">z</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Q9CRB3&#x7c;HIUH_MOUSE</td>
<td align="left">5-hydroxyisourate hydrolase</td>
<td align="left">LSRLEAPC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>QQWMELR</td>
<td align="center">99</td>
<td align="char" char=".">670.3344</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Q8CDE2&#x7c;CALI_MOUSE</td>
<td align="left">Calicin</td>
<td align="left">IHC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>NDFLIK</td>
<td align="center">99</td>
<td align="char" char=".">626.3102</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">P16015&#x7c;CAH3_MOUSE</td>
<td align="left">Carbonic anhydrase 3</td>
<td align="left">EAPFTHFDPSCLFPAC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>R</td>
<td align="center">99</td>
<td align="char" char=".">715.3168</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Q64458&#x7c;CP2C29_MOUSE</td>
<td align="left">Cytochrome P450 2C29</td>
<td align="left">FIDLLPTSLPHAVTC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>DIK</td>
<td align="center">99</td>
<td align="char" char=".">726.7081</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Q5MPP0&#x7c;FA2H_MOUSE</td>
<td align="left">Fatty acid 2-hydroxylase</td>
<td align="left">LAAGAC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>WVR</td>
<td align="center">99</td>
<td align="char" char=".">1095.5390</td>
<td align="center">1</td>
</tr>
<tr>
<td rowspan="2" align="left">Q9D172&#x7c;GAL3A_MOUSE</td>
<td rowspan="2" align="left">Glutamine amidotransferase-like class 1&#x20;domain-containing protein 3A, mitochondrial</td>
<td align="left">CC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>IAPVLAAK</td>
<td align="center">99</td>
<td align="char" char=".">597.8044</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">KPIGLCC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>IAPVLAAK</td>
<td align="center">99</td>
<td align="char" char=".">568.3172</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P15105&#x7c;GLNA_MOUSE</td>
<td align="left">Glutamine synthetase</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>IEEAIDKLSKR</td>
<td align="center">99</td>
<td align="char" char=".">389.2080</td>
<td align="left">4</td>
</tr>
<tr>
<td align="left">P06151&#x7c;LDHA_MOUSE</td>
<td align="left">L-lactate dehydrogenase A chain</td>
<td align="left">IVSSKDYC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>VTANSK</td>
<td align="center">99</td>
<td align="char" char=".">555.2719</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">Q9CXT8&#x7c;MPPB_MOUSE</td>
<td align="left">Mitochondrial-processing peptidase subunit beta</td>
<td align="left">IVLAAAGGVC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>HNELLELAK</td>
<td align="center">99</td>
<td align="char" char=".">690.7044</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">Q6PG95&#x7c;CRML_MOUSE</td>
<td align="left">Protein, cramped-like</td>
<td align="left">KSSQELYGLIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>YGELR</td>
<td align="center">98</td>
<td align="char" char=".">1004.4960</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">Q99LX0&#x7c;PARK7_MOUSE</td>
<td align="left">Protein/nucleic acid deglycase DJ-1</td>
<td align="left">GLIAAIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>AGPTALLAHEVGFGCK</td>
<td align="center">99</td>
<td align="char" char=".">806.7496</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P24549&#x7c;AL1A1_MOUSE</td>
<td align="left">Retinal dehydrogenase 1</td>
<td align="left">YC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>AGWADK</td>
<td align="center">99</td>
<td align="char" char=".">531.7211</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">Q63836&#x7c;SBP2_MOUSE</td>
<td align="left">Selenium-binding protein 2</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>GPGYPTPLEAMK</td>
<td align="center">99</td>
<td align="char" char=".">756.8463</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P17751&#x7c;TPIS_MOUSE</td>
<td align="left">Triosephosphate isomerase</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>LGELICTLNAANVPAGTEVVCAPPTAYIDFAR</td>
<td align="center">99</td>
<td align="char" char=".">914.6931</td>
<td align="left">4</td>
</tr>
<tr>
<td align="left">P23457&#x7c;DIDH_RAT</td>
<td align="left">3-alpha-hydroxysteroid dehydrogenase</td>
<td align="left">SIGVSNFNC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>R</td>
<td align="center">99</td>
<td align="char" char=".">623.2875</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P21775&#x7c;THIKA_RAT</td>
<td align="left">3-ketoacyl-CoA thiolase A, peroxisomal</td>
<td align="left">QC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>SSGLQAVANIAGGIR</td>
<td align="center">99</td>
<td align="char" char=".">598.6364</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P16638&#x7c;ACLY_RAT</td>
<td align="left">ATP-citrate synthase</td>
<td align="left">YIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>TTSAIQNR</td>
<td align="center">99</td>
<td align="char" char=".">709.8419</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">Q03248&#x7c;BUP1_RAT</td>
<td align="left">Beta-ureidopropionase</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>PQIVR</td>
<td align="center">99</td>
<td align="char" char=".">432.7230</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P05179&#x7c;CP2C7_RAT</td>
<td align="left">Cytochrome P450 2C7</td>
<td align="left">FINFVPTNLPHAVTC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>DIK</td>
<td align="center">99</td>
<td align="char" char=".">726.7081</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P07153&#x7c;RPN1_RAT</td>
<td align="left">Dolichyl-diphosphooligosaccharide--protein glycosyltransferase subunit 1</td>
<td align="left">VAC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>ITEQVLTLVNKR</td>
<td align="center">99</td>
<td align="char" char=".">612.6727</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P56571&#x7c;ES1_RAT</td>
<td align="left">ES1 protein homolog, mitochondrial</td>
<td align="left">CC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>IAPVLAAK</td>
<td align="center">99</td>
<td align="char" char=".">597.8040</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P49889/90, P52844&#x7c;</td>
<td rowspan="2" align="left">Estrogen sulfotransferase (Ste2, isoforms 1/3)</td>
<td rowspan="2" align="left">NNPC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>TNYSMLPETMIDLK</td>
<td rowspan="2" align="center">99</td>
<td rowspan="2" align="char" char=".">745.0038</td>
<td rowspan="2" align="center">3</td>
</tr>
<tr>
<td align="left">STIE1/2/3_RAT</td>
</tr>
<tr>
<td align="left">O88618&#x7c;FTCD_RAT</td>
<td align="left">Formimidoyltransferase-cyclodeaminase</td>
<td align="left">TC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>ALQEGLR</td>
<td align="center">99</td>
<td align="char" char=".">570.2795</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">Q58FK9&#x7c;KAT3_RAT</td>
<td align="left">Kynurenine-oxoglutarate transaminase 3</td>
<td align="left">ALSC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>LYGK</td>
<td align="center">96</td>
<td align="char" char=".">502.2493</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P57113&#x7c;MAAI_RAT</td>
<td align="left">Maleylacetoacetate isomerase</td>
<td align="left">ALLALEAFQVSHPC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>R</td>
<td align="center">99</td>
<td align="char" char=".">601.9792</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">O88767&#x7c;PARK7_RAT</td>
<td align="left">Protein/nucleic acid deglycase DJ-1</td>
<td align="left">GLIAAIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>AGPTALLAHEVGFGCK</td>
<td align="center">99</td>
<td align="char" char=".">806.7489</td>
<td align="left">3</td>
</tr>
<tr>
<td align="left">P17988&#x7c;ST1A1_RAT</td>
<td align="left">Sulfotransferase 1A1</td>
<td align="left">MKENC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>MTNYTTIPTEIMDHNVSPFMR</td>
<td align="center">99</td>
<td align="char" char=".">813.8645</td>
<td align="left">4</td>
</tr>
<tr>
<td align="left">P11232&#x7c;THIO_RAT</td>
<td align="left">Thioredoxin</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>MPTFQFYK</td>
<td align="center">99</td>
<td align="char" char=".">657.2881</td>
<td align="left">2</td>
</tr>
<tr>
<td rowspan="2" align="left">P48500&#x7c;TPIS_RAT</td>
<td rowspan="2" align="left">Triosephosphate isomerase</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>LGELICTLNAAK</td>
<td align="center">99</td>
<td align="char" char=".">777.8861</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">C<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>LGELIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>TLNAAK</td>
<td align="center">99</td>
<td align="char" char=".">823.8993</td>
<td align="left">2</td>
</tr>
<tr>
<td align="left">P09118&#x7c;URIC_RAT</td>
<td align="left">Uricase</td>
<td align="left">SIETFAMNIC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>EHFLSSFSHVTR</td>
<td align="center">99</td>
<td align="char" char=".">677.0681</td>
<td align="left">4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>&#x2a;</label>
<p>APAP modification&#x20;site.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Building HP-CAM-Peptide Standard Library</title>
<p>Control liver samples were alkylated with hydroxyphenyl iodoacetamide (HP-IAM) prior to trypsin digestion, SPE fractionation and data-dependent LC-MS/MS analysis (<italic>see</italic> <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). HP-CAM modification yields a positional isomer of APAP-modification on all cysteines and modified peptides were identified using the same criteria as APAP-modified peptides from database searching. In total, 1466 HP-CAM-modified proteins with 4554 distinct HP-CAM peptides were identified in the mouse control sample; and 1073 HP-CAM-modified proteins with 3599 distinct HP-CAM-peptides were found in the rat control sample. The resulting list of HP-CAM peptides was further filtered to include peptides of a select list of potential protein targets. These rat and mouse protein targets were based on our data-dependent results, as well as previous APAP <italic>in&#x20;vitro</italic> binding studies (<xref ref-type="bibr" rid="B12">Golizeh et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B11">Geib et&#x20;al., 2019</xref>), and additional APAP protein targets found in the Target Protein Database (TPDB) (<xref ref-type="bibr" rid="B14">Hanzlik et&#x20;al., 2020</xref>). The resulting filtered HP-CAM-peptide list contained information on which SPE fraction contained the identified peptide, as well as peptide retention time, charge state, and its three most intense fragment ions (preferably with fragment <italic>m/z</italic> &#x3e; precursor <italic>m/z</italic>). These target peptides selected for MRM analysis are in <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S3</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Reference samples <bold>(A)</bold> were prepared using non-treated mouse and rat liver homogenates and HP-IAM as the cysteine alkylation reagent. Modified peptides of interest from potential protein targets were selected for MRM method preparation. Final LC-sMRM methods were used to screen for modified peptides in <bold>(B)</bold> APAP-treated samples. Data-dependent high-resolution MS/MS experiments were performed on reference samples as well as selected APAP-treated rat and mouse samples for identifying modified peptides <italic>via</italic> database searching with custom modification (&#x2b;C<sub>8</sub>H<sub>7</sub>NO<sub>2</sub> addition onto Cys residues).</p>
</caption>
<graphic xlink:href="fchem-09-736788-g001.tif"/>
</fig>
<p>Scheduled MRM methods were built, with three transitions per peptide, and separated based on species and SPE fraction. MRM transitions of modified peptides were also monitored in adjacent fractions as those where they were detected in HP-CAM samples, since peptides can often elute in more than one fraction. In the case of two peptides from mouse glutamine amidotransferase and rat ES1 protein homolog, where one Cys was APAP-modified and the other was carbamidomethylated, retention times and fragment ions from data-dependent MS/MS were used to build the MRM method. Unfortunately, several other peptides with multiple cysteines were not monitored by MRM as their signals were not confirmed when developing the targeted method.</p>
</sec>
<sec id="s3-3">
<title>Detection of APAP-Peptides <italic>via</italic> LC-MRM</title>
<p>APAP-treated and HP-CAM alkylated liver digests were analyzed by scheduled LC-MRM methods specific to each SPE fraction. LC-MRM peaks were integrated, and relative peak areas for each transition (transition/sum of all transitions) as well as retention times were compared with HP-CAM signals for the same peptide. <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> shows a representative example of a confirmed target LC-MRM for a mouse CYP 2C29 peptide, found <italic>via</italic> data-dependent MS/MS and confirmed by MRM analyses. The analogous peptide in rat CYP2C7 was also confirmed <italic>via</italic> data-dependent MS/MS and LC-MRM. <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> also shows the example of the tryptic peptide with two cysteines, but only one of them being APAP-modified, from mouse mitochondrial glutamine-amidotransferase-like 1&#x20;domain-containing protein 3A and rat mitochondrial ES1 protein homolog. Remarkably, the non-tryptic peptide containing the same modified cysteine was found in our data-dependent analyses in both species, as well as screened for during LC-MRM analyses, with the same modification site being confirmed in all liver samples. These modified peptides were confirmed based on the absence of a corresponding signal in HP-CAM-control samples.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Representative LC-MRM chromatograms of <bold>(A)</bold> FIDLLPTSLPHAVTC&#x2a;DIK<sup>3&#x2b;</sup> (from cytochrome P450 2C29) from an APAP-treated liver digest and <bold>(B)</bold> its reference in HP-CAM control sample in mouse (from SPE fraction 3), as well as <bold>(C)</bold> KPIGLCC&#x2a;IAPVLAAK<sup>3&#x2b;</sup> (from mitochondrial ES1 protein homolog) from an APAP-treated liver digest and <bold>(D)</bold> its correspondingly absent signal in the HP-CAM control sample in rat due to the presence of two cysteines in its sequence (from SPE fraction 8). The star (&#x2a;) in the peptide sequence indicates the confirmed site of APAP modification.</p>
</caption>
<graphic xlink:href="fchem-09-736788-g002.tif"/>
</fig>
<p>From eight APAP-treated mouse livers (two animal each at 150 and 300&#xa0;mg/kg, either 2 and 6&#xa0;h post dose), LC-MRM confirmed 13 distinct APAP-modified sites from 13 different proteins. From <xref ref-type="table" rid="T2">Table&#x20;2</xref>, the distribution of these confirmed targets is shown for each dosing regime, with many of them being confirmed in all samples, and five being detectable only at the 300&#xa0;mg/kg dosing level. The two dosing levels at 150 and 300&#xa0;mg/kg in mouse were chosen since this species is known to be more susceptible to APAP-related hepatotoxicity, compared to rat which could tolerate the higher dose at 600&#xa0;mg/kg. From previous work, it was found that at 600&#xa0;mg/kg dose in rat, APAP-albumin adducts did not decrease over the 24&#xa0;h (<xref ref-type="bibr" rid="B25">LeBlanc et&#x20;al., 2014</xref>), however, shorter timepoints (2 and 6&#xa0;h) were chosen for mouse since they exhibit higher toxicity.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>APAP-modified peptides in mouse liver identified <italic>via</italic> LC-MRM.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Acc. &#x23;</th>
<th rowspan="2" align="center">Protein name</th>
<th rowspan="2" align="center">Cys site</th>
<th rowspan="2" align="center">Peptide sequence<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
</th>
<th rowspan="2" align="center">z</th>
<th colspan="4" align="center">&#x23; Of hits (<italic>n</italic>&#x20;&#x3d; 2 each) (mg/kg, time)</th>
</tr>
<tr>
<th align="center">150/2&#xa0;h</th>
<th align="center">300/2&#xa0;h</th>
<th align="center">150/6&#xa0;h</th>
<th align="center">300/6&#xa0;h</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Q91V92</td>
<td align="left">ATP-citrate synthase</td>
<td align="left">C20</td>
<td align="left">YIC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>TTSAIQNR</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">O35490</td>
<td align="left">Betaine-homocysteine <italic>S</italic>-methyltransferase 1</td>
<td align="left">C131</td>
<td align="left">QVADEGDALVAGGVSQTPSYLSC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>K</td>
<td align="center">3</td>
<td align="center">0</td>
<td align="center">1</td>
<td align="center">0</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Q64458</td>
<td align="left">Cytochrome P450 2C29</td>
<td align="left">C372</td>
<td align="left">
<underline>FIDLLPTSLPHAVTC</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>DIK</underline>
</td>
<td align="center">3</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Q9D172</td>
<td align="left">Glutamine amidotransferase-like 1&#x20;domain-containing protein 3A, mitochondrial</td>
<td align="left">C175</td>
<td align="left">
<underline>KPIGLC(CAM)C</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>IAPVLAAK</underline>
<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">3</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Q9D172</td>
<td align="left">Glutamine amidotransferase-like 1&#x20;domain-containing protein 3A, mitochondrial</td>
<td align="left">C175</td>
<td align="left">
<underline>C(CAM)C</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>IAPVLAAK</underline>
<xref ref-type="table-fn" rid="Tfn3">
<sup>a</sup>
</xref>
</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">P15105</td>
<td align="left">Glutamine synthetase</td>
<td align="left">C269</td>
<td align="left">
<underline>C</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>IEEAIDK</underline>
</td>
<td align="center">2</td>
<td align="center">1</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">P16858</td>
<td align="left">Glyceraldehyde-3-phosphate dehydrogenase</td>
<td align="left">C22</td>
<td align="left">AAIC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>SGK</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">P17563</td>
<td align="left">Methanethiol oxidase</td>
<td align="left">C8</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>GPGYSTPLEAMK</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">2</td>
<td align="center">1</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">Q91VS7</td>
<td align="left">Microsomal glutathione <italic>S</italic>-transferase 1</td>
<td align="left">C50</td>
<td align="left">VFANPEDC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>AGFGK</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">1</td>
<td align="center">0</td>
<td align="center">0</td>
</tr>
<tr>
<td align="left">Q9CXT8</td>
<td align="left">Mitochondrial-processing peptidase, beta</td>
<td align="left">C248</td>
<td align="left">
<underline>IVLAAAGGVC</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>HNELLELAK</underline>
</td>
<td align="center">3</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">P24549</td>
<td align="left">Retinal dehydrogenase 1</td>
<td align="left">C133</td>
<td align="left">YC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>AGWADK</td>
<td align="center">2</td>
<td align="center">1</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Q63836</td>
<td align="left">Selenium-binding protein 2</td>
<td align="left">C8</td>
<td align="left">
<underline>C</underline>
<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>
<underline>GPGYPTPLEAMK</underline>
</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Q64442</td>
<td align="left">Sorbitol dehydrogenase</td>
<td align="left">C106</td>
<td align="left">EVDEYC<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>K</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">P10639</td>
<td align="left">Thioredoxin</td>
<td align="left">C73</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn2">&#x2a;</xref>MPTFQFYK</td>
<td align="center">2</td>
<td align="center">0</td>
<td align="center">2</td>
<td align="center">2</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>&#x2a;</label>
<p>APAP modification site. Underlined peptides (or modification sites) were also identified in data-dependent MS/MS experiments.</p>
</fn>
<fn id="Tfn3">
<label>a</label>
<p>Identified based on an absent signal in the reference (HP-CAM) sample.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>From the analysis of four rat liver samples, 23 distinct APAP-peptides were confirmed, from 21 different proteins (<xref ref-type="table" rid="T3">Table&#x20;3</xref>). Two proteins were close homologs, CYP 2C6 and 2C7, with very similar peptide sequences, though the 2C6 peptide was found <italic>via</italic> LC-MRM only in one animal, compared to the 2C7 modified peptide being well detected in all rat livers. Two peptides with the same modification site were found for the ES1 protein homolog in all rats. Methanethiol oxidase also had two modified cysteine sites, though one was detectable in only one rat liver, whereas the one modified at Cys8 was detected in all rat livers, as well as in five of eight mice, including all livers at the 300&#xa0;mg/kg dose. Also in mouse, a very similar protein, selenium-binding protein 2, was modified at the same cysteine site, with a peptide differing only by one amino acid, in three of four mice at the higher dose. Another interesting example is that of triosephosphate isomerase, which was found to have one peptide having two APAP-modified cysteines by data-dependent analyses. LC-MRM results confirmed this doubly modified peptide in all four rat livers. As shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>, the same peptide with only one cysteine modified was also identified from rat as well as the singly modified mouse peptide, however these peptides were not screened for by LC-MRM. The mouse peptide specifically was a very long peptide with 33 residues and a charge state of 4&#x2b;, making it quite difficult to screen for <italic>via</italic> LC-MRM without a corresponding signal in the HP-CAM reference sample. Another example of a target protein found in both species <italic>via</italic> data-dependent HRMS/MS analyses only is protein/nucleic acid deglycase DJ-1 (also known also Parkinson disease protein 7 homolog), with an identical peptide in mouse and rat incorporating two cysteines, one of which was APAP-modified. This large peptide was not easily amenable to MRM analysis due to the lack of significantly intense fragment ions, as well as no appropriate HP-CAM peptide for method optimisation. LC-MRM data with integrated peak areas and retention times from all samples have been made available in <xref ref-type="sec" rid="s11">Supplementary Table&#x20;S4</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Identified APAP-modified peptides in rat liver <italic>via</italic> LC-MRM.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Acc. &#x23;</th>
<th rowspan="2" align="center">Protein name</th>
<th rowspan="2" align="center">Cys site</th>
<th rowspan="2" align="center">Peptide<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</th>
<th rowspan="2" align="center">z</th>
<th align="center">&#x23; Of hits</th>
</tr>
<tr>
<th align="center">600&#xa0;mg/kg (<italic>n</italic>&#x20;&#x3d; 4)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">P23457</td>
<td align="left">3-&#x3b1;-hydroxysteroid dehydrogenase</td>
<td align="left">C170</td>
<td align="left">
<underline>SIGVSNFNC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>R</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P16638</td>
<td align="left">ATP-citrate synthase</td>
<td align="left">C20</td>
<td align="left">
<underline>YIC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>TTSAIQNR</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">O09171</td>
<td align="left">Betaine-homocysteine <italic>S</italic>-methyltransferase 1</td>
<td align="left">C131</td>
<td align="left">QVADEGDALVAGGVSQTPSYLSC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>K</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P05178</td>
<td align="left">Cytochrome P450 2C6</td>
<td align="left">C372</td>
<td align="left">FIDLIPTNLPHAVTC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>DIK</td>
<td align="char" char=".">3</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">P05179</td>
<td align="left">Cytochrome P450 2C7</td>
<td align="left">C372</td>
<td align="left">
<underline>FINFVPTNLPHAVTC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>DIK</underline>
</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P36365</td>
<td align="left">Dimethylaniline monooxygenase [N-oxide-forming] 1</td>
<td align="left">C35</td>
<td align="left">
<underline>SC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>DLGGLWR</underline>
<sup>a</sup>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P07153</td>
<td align="left">Dolichyl-diphosphooligosaccharide protein glycosyltransferase subunit 1</td>
<td align="left">C475</td>
<td align="left">
<underline>VAC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>ITEQVLTLVNKR</underline>
</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P49889/90</td>
<td rowspan="2" align="left">Estrogen sulfotransferase 1/2/3</td>
<td rowspan="2" align="left">C237</td>
<td rowspan="2" align="left">
<underline>NNPC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>TNYSMLPETMIDLK</underline>
</td>
<td rowspan="2" align="char" char=".">3</td>
<td rowspan="2" align="char" char=".">3</td>
</tr>
<tr>
<td align="left">P52844</td>
</tr>
<tr>
<td align="left">P56571</td>
<td align="left">ES1 protein homolog, mitochondrial</td>
<td align="left">C175</td>
<td align="left">
<underline>C(CAM)C</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>IAPVLAAK</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P56571</td>
<td align="left">ES1 protein homolog, mitochondrial</td>
<td align="left">C175</td>
<td align="left">KPIGLC(CAM)C<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>IAPVLAAK</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">O88618</td>
<td align="left">Formimidoyltransferase-cyclodeaminase</td>
<td align="left">C438</td>
<td align="left">
<underline>TC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>ALQEGLR</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">P09606</td>
<td align="left">Glutamine synthetase</td>
<td align="left">C269</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>IEEAIDK</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P57113</td>
<td align="left">Maleylacetoacetate isomerase</td>
<td align="left">C205</td>
<td align="left">
<underline>ALLALEAFQVSHPC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>R</underline>
</td>
<td align="char" char=".">3</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">Q8VIF7</td>
<td align="left">Methanethiol oxidase</td>
<td align="left">C371</td>
<td align="left">GGSVQVLEDQELTC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>QPEPLVVK</td>
<td align="char" char=".">3</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">Q8VIF7</td>
<td align="left">Methanethiol oxidase</td>
<td align="left">C8</td>
<td align="left">C<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>GPGYATPLEAMK</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P08011</td>
<td align="left">Microsomal glutathione <italic>S</italic>-transferase 1</td>
<td align="left">C50</td>
<td align="left">VFANPEDC<xref ref-type="table-fn" rid="Tfn1">&#x2a;</xref>AGFGK</td>
<td align="char" char=".">2</td>
<td align="char" char=".">2</td>
</tr>
<tr>
<td align="left">Q03346</td>
<td align="left">Mitochondrial-processing peptidase subunit beta</td>
<td align="left">C248</td>
<td align="left">IVLAAAGGVC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>HNELLELAK</td>
<td align="char" char=".">3</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">Q63716</td>
<td align="left">Peroxiredoxin-1</td>
<td align="left">C173</td>
<td align="left">HGEVC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>PAGWKPGSDTIKPDVNK</td>
<td align="char" char=".">4</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P11598</td>
<td align="left">Protein disulfide-isomerase A3</td>
<td align="left">C244</td>
<td align="left">FIQESIFGLC<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>PHMTEDNK</td>
<td align="char" char=".">3</td>
<td align="char" char=".">3</td>
</tr>
<tr>
<td align="left">P17988</td>
<td align="left">Sulfotransferase 1A1</td>
<td align="left">C232</td>
<td align="left">
<underline>MKENC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>MTNYTTIPTEIMDHNVSPFMR</underline>
</td>
<td align="char" char=".">4</td>
<td align="char" char=".">1</td>
</tr>
<tr>
<td align="left">P48500</td>
<td align="left">Triosephosphate isomerase</td>
<td align="left">C21/27</td>
<td align="left">
<underline>C</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>LGELIC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>TLNAAK</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P11232</td>
<td align="left">Thioredoxin</td>
<td align="left">C73</td>
<td align="left">
<underline>C</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>MPTFQFYK</underline>
</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
</tr>
<tr>
<td align="left">P09118</td>
<td align="left">Uricase</td>
<td align="left">C95</td>
<td align="left">
<underline>SIEFAMNIC</underline>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<underline>EHFLSSFSHVTR</underline>
</td>
<td align="char" char=".">4</td>
<td align="char" char=".">2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn4">
<label>&#x2a;</label>
<p>APAP modification site. Underlined peptides were also identified in data-dependent MS/MS experiments (<sup>a</sup>with inclusion list).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Inclusion List High-resolution MS/MS for APAP-Modified Peptides</title>
<p>All APAP-modified peptides detected <italic>via</italic> LC-MRM not detected by data-dependent analyses were screened a second time by incorporating an inclusion list for targeted precursor ions. The same fractions with confirmed LC-MRM hits were analyzed. Only one modified peptide was ultimately detected with sufficient spectral confidence &#x3e;95% (<italic>see</italic> high-resolution MS/MS in <xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>) for the modified peptide from rat dimethylaniline (<italic>N</italic>-oxide forming) monooxygenase, which was confirmed in all four rat livers by LC-MRM. This protein had been added to the LC-MRM method due to its presence as an APAP target in TPDB (<xref ref-type="bibr" rid="B27">Leeming et&#x20;al., 2017</xref>). The same modification site that was previously found was confirmed.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Comparison of Targeted and Untargeted Workflows</title>
<p>Targeted LC-MS/MS workflows were specifically designed to utilize the high duty cycle and low limit of detection of multiple reaction monitoring (MRM). The detection of modified peptides was optimized using scheduled MRM methods built for each SPE fraction for a given species separately. By using HP-IAM in the reference samples, it was possible to mimic APAP-derived covalent modification on cysteines in the final protein digest. HP-CAM peptides were used to confirm which fractions to monitor for each modified peptide, as well as LC retention time and MS/MS fragmentation behavior, with relatively high signal intensity. Whenever possible, peptide candidates in one species were translated to the closest protein ortholog in the other species. Modified peptides not amenable to MRM transition development were omitted in the final scheduled MRM method, based on giving an appropriate signal for three MRM transitions in reference samples.</p>
<p>In general, targeted LC-MRM analyses showed far superior detectability of APAP-modified peptides in these samples. An important advantage that MRM detection has over data-dependent MS/MS, is that each modified peptide signal is continuously monitored, instead of depending on the automatic selection of a precursor of interest for MS/MS acquisition, which leads unfortunately to much less reproducible data as well as the loss of low-abundant peptides in highly complex samples. For this reason, many modified peptides would not have a chance of being identified with conventional untargeted bottom-up proteomics workflows. An important caveat to the MRM method, however, is that method development is more time-consuming, and in the case of APAP-modified peptides for this study, the custom alkylation HP-CAM peptides were crucial for confirmation. Also, MRM sensitivity depends highly on the fragmentation behavior of the ionized&#x20;peptide. Certain highly charged or large peptides necessitate more optimization by changing collision energies and selected multiple fragment ions, and without an appropriate standard, this is impossible. High-resolution DDA experiments are more flexible, for example for those with multiple cysteines with only one being modified by APAP. A unique opportunity was afforded to specifically design LC-MRM assays for confirming protein targets by the possibility of having a positional isomer of APAP quantitatively modifying all cysteines in the liver homogenates. Without this standard as a reference, these hits may have been detected but not as easily confirmed.</p>
</sec>
<sec id="s4-2">
<title>Confirmed APAP Protein Targets</title>
<p>The aim of this study was to identify protein targets of APAP&#x2019;s reactive metabolite in mouse and rat liver to help better understand the mechanisms of APAP-induced hepatotoxicity. Using a combination of high-resolution data-dependent MS/MS and scheduled MRM experiments, a multitude of targets have been found for the first time, as well as confirming others previously reported targets of APAP from literature. It was possible to compare protein targets and modification sites in mouse and rat livers. <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> summarizes the proteins confirmed in this study, with those overlapping between both species. All those listed were confirmed by LC-MRM analyses, except protein/nucleic acid deglycase DJ-1, which was found by data-dependent analyses in both species, however the modified peptide was not amenable to MRM analysis. What was quite striking was that for all proteins common to both species, the same modification sites were confirmed. This suggests the selective modification from APAP on these proteins, some of which could be specifically involved in the mechanism of drug-induced liver injury. Of the 24 protein groups listed in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>, 17 were initially identified by DDA experiments and 12 were listed as APAP targets in TPDB. Though not reported as APAP targets, a few were also noted in TPDB as targets of other xenobiotics.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Summary of APAP protein targets confirmed in rat and mouse liver samples <italic>via</italic> targeted LC-MRM analyses.</p>
</caption>
<graphic xlink:href="fchem-09-736788-g003.tif"/>
</fig>
<p>From the 10 protein targets confirmed in rat only, four of these did not have corresponding cysteine residues in the mouse ortholog, namely two sulfotransferases, dimethylaniline monooxygenase and maleylacetoacetate isomerase. One other protein, 3-alpha hydroxysteroid dehydrogenase (3&#x3b1;-HSD), does not have a corresponding ortholog in mouse at all. In the case of the three targets found uniquely in mouse, one protein has no corresponding cysteine in the rat protein (GAPDH). Retinal dehydrogenase, though the same peptide was monitored for both species, was only found in two of the eight mouse samples. As for sorbitol dehydrogenase, the corresponding ortholog peptide was not incorporated into the MRM method, since it was not found in the rat HP-CAM reference sample and thus could not be optimized in the targeted method.</p>
<p>One example of an APAP target found in rat, with no corresponding cysteine in the mouse ortholog, was estrogen sulfotransferase (EST), a cytosolic enzyme that inhibits estrogen activity by conjugating a sulfonate group to it (<xref ref-type="bibr" rid="B56">Strott, 1996</xref>). The APAP-modified peptide NNPC<sup>237</sup>TNYSMLPETMIDLK, which is common to rat estrogen sulfotransferase isoforms 1, two or 3, was identified by data-dependent experiments, as well as confirmed by LC-MRM. Similarly, modified rat sulfotransferase 1A1 was found from data-dependant experiments, and was also confirmed by LC-MRM.</p>
<p>3&#x3b1;-HSD catalyzes NAD(P)<sup>&#x2b;</sup>-dependent oxidoreduction of steroids and dihydrodiols. Multiple forms of 3&#x3b1;-HSD have been identified in rat liver with a role in xenobiotic metabolism and intracellular transport of bile acids (<xref ref-type="bibr" rid="B62">Turley and Dietschy, 1978</xref>). In rat liver, 3&#x3b1;-HSD can metabolize polycyclic aromatic hydrocarbon carcinogens and also affects net bile acid transport across hepatocytes (<xref ref-type="bibr" rid="B10">Dufort et&#x20;al., 2001</xref>). Although not previously found to be a target of APAP binding, 3&#x3b1;-HSD has been identified as a target of bromobenzene (<xref ref-type="bibr" rid="B21">Koen et&#x20;al., 2007</xref>), thiobenzamide (<xref ref-type="bibr" rid="B17">Ikehata et&#x20;al., 2008</xref>) and furan (<xref ref-type="bibr" rid="B34">Moro et&#x20;al., 2012</xref>), without site specificity noted. From this study, Cys170 was confirmed as the APAP modification&#x20;site.</p>
<p>All 11 protein groups confirmed in both species (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>) had the same cysteine modification sites. ATP-citrate synthase (ACLY) was found to be a target of APAP in both species by LC-MRM, following initial identification of the modified rat peptide <italic>via</italic> data-dependent MS/MS. The modified residue Cys20 is in its ATP-binding domain, which catalyses the conversion of citrate to acetyl-CoA in the TCA cycle. Glutamine synthetase (GS) is a cytosolic enzyme, also associated to mitochondria and ER. GS was previously identified as an APAP target by immunochemical detection in mice (<xref ref-type="bibr" rid="B7">Bulera et&#x20;al., 1995</xref>). Its enzymatic activity was also significantly decreased by APAP in cultured hepatocytes. After identifying the Cys269 modification site by data-dependent MS/MS in mouse, the APAP peptide was confirmed in both species by LC-MRM. Triosephosphate isomerase (TPI) is a glycolytic enzyme necessary for energy production. Cytoplasmic TPI has been reported as a covalent target of bromobenzene (<xref ref-type="bibr" rid="B21">Koen et&#x20;al., 2007</xref>), mycophenolic acid (<xref ref-type="bibr" rid="B2">Asif et&#x20;al., 2007</xref>), diaminochlorotriazine (<xref ref-type="bibr" rid="B9">Dooley et&#x20;al., 2008</xref>), 4-bromophenol (<xref ref-type="bibr" rid="B22">Koen et&#x20;al., 2012</xref>), tienilic acid (<xref ref-type="bibr" rid="B31">Methogo et&#x20;al., 2007</xref>) and thioacetamide (<xref ref-type="bibr" rid="B23">Koen et&#x20;al., 2013</xref>). Although TPI was only confirmed by LC-MRM for the doubly APAP-modified peptide in rat, it was also found to be singly modified at the same site in both species <italic>via</italic> data-dependent experiments. It, therefore, was classified as a target of APAP in both species.</p>
<p>Rat ES1 protein homolog and mouse glutamine amidotransferase-like class 1&#x20;domain-containing protein 3A are orthologous mitochondrial proteins confirmed as modified in both species from these results. ES1 was found to be elevated in Down syndrome, potentially as an antioxidant response to increased mitochondrial ROS production (<xref ref-type="bibr" rid="B53">Shin et&#x20;al., 2004</xref>). Other mitochondrial protein targets confirmed in both species were mitochondrial-processing peptidase subunit beta (PMPCB), responsible for the proteolytic processing of mitochondrially encoded precursor polypeptides, and protein/nucleic acid deglycase DJ-1, also known as Parkinson disease protein 7 homolog, PARK7. PARK7 catalyzes the deglycation of Maillard adducts between proteins or DNA and reactive carbonyls (<xref ref-type="bibr" rid="B50">Richarme et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B49">Richarme et&#x20;al., 2017</xref>) and protects cells from H<sub>2</sub>O<sub>2</sub>-related death (<xref ref-type="bibr" rid="B51">Sekito et&#x20;al., 2006</xref>). It is required for correct mitochondrial morphology and function. The same modification site (Cys106) of PARK7 was recently found following APAP treatment of liver microtissues using data-independent MS/MS acquisition (<xref ref-type="bibr" rid="B6">Bruderer et&#x20;al., 2015</xref>). Mitochondrial protein targets are of specific interest, as they have been correlated to the initiation of APAP&#x2019;s hepatotoxicity (<xref ref-type="bibr" rid="B59">Tirmenstein and Nelson, 1989</xref>; <xref ref-type="bibr" rid="B46">Ramachandran and Jaeschke, 2019</xref>). They have been proposed as a source of APAP-induced mitochondrial dysfunction (<xref ref-type="bibr" rid="B16">Hu et&#x20;al., 2016</xref>), and are believed to be linked to the inhibition of electron transport chain (<xref ref-type="bibr" rid="B26">Lee et&#x20;al., 2015</xref>), reactive oxygen species formation (<xref ref-type="bibr" rid="B20">Jiang et&#x20;al., 2015</xref>) and mitogen-activated protein kinase and c-Jun N terminal kinase activation (<xref ref-type="bibr" rid="B37">Nguyen et&#x20;al., 2021</xref>).</p>
<p>Two protein targets found previously by our group <italic>in&#x20;vitro</italic> in rat liver microsomes, CYP2C6 and MGST1, were also confirmed here. Therefore, further <italic>in&#x20;vitro</italic> work could be of value for finding biologically relevant targets in other cellular compartments, such as the cytosol and mitochondria. MGST1 had a common APAP-modified peptide in both species confirmed by LC-MRM. Orthologs CYP2C6 and 2C7 in rat, and 2C29 in mouse, were all found to be modified at Cys372 by APAP from data-dependent and MRM experiments. The latter two were consistently found as positive hits by LC-MRM in all animals of their respective species.</p>
<p>Other protein targets common to both species included betaine-homocysteine <italic>S</italic>-methyltransferase 1 (BHMT), methanethiol oxidase (MTO)/selenium binding protein 2 (SBP2) and thioredoxin (TXN). BHMT catalyzes betaine conversion to homocysteine in the biosynthesis of dimethylglycine and methionine. BHMT deficiency has been linked to hepatocellular carcinoma and fatty liver disease (<xref ref-type="bibr" rid="B58">Teng et&#x20;al., 2011</xref>). BHMT was monitored as a potential target due to its presence in the TPDB list of APAP protein targets (<xref ref-type="bibr" rid="B27">Leeming et&#x20;al., 2017</xref>), and confirmed the previously elucidated modification site. MTO and SBP2 are selenium-binding proteins, previously reported as major APAP targets in the liver (<xref ref-type="bibr" rid="B3">Bartolone et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B43">Pumford et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B44">Qiu et&#x20;al., 1998</xref>) as well as other xenobiotics (<xref ref-type="bibr" rid="B54">Shipkova et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B21">Koen et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B30">Meier et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Koen et&#x20;al., 2012</xref>). Involved in organo-sulfur degradation, these proteins may be involved in the sensing of reactive xenobiotics in the cytoplasm (<xref ref-type="bibr" rid="B41">Pol et&#x20;al., 2018</xref>).</p>
<p>Thioredoxin is involved in redox signalling through oxidation of its thiols. The APAP modification site was confirmed on Cys73, the only available free thiol in fully oxidized THX, which is also known to serve as a donor for nitrosylation of proteins under NO stress (<xref ref-type="bibr" rid="B32">Mitchell and Marletta, 2005</xref>). APAP overdose-linked oxidation of TXN2 has been previously observed (<xref ref-type="bibr" rid="B47">Ramachandran et&#x20;al., 2015</xref>). Mitochondrial TXN2 and cytosolic TXN1 have been shown to be irreversibly modified by APAP (<xref ref-type="bibr" rid="B19">Jan et&#x20;al., 2014</xref>). APAP-induced oxidation of cytosolic TXN1 results in the dissociation of TXN1 and its binding partner, apoptosis signal-regulating kinase 1 (<xref ref-type="bibr" rid="B35">Nakagawa et&#x20;al., 2008</xref>). A protective effect of administration of albumin-fused recombinant TXN1, 4&#xa0;h after APAP administration, has also been reported (<xref ref-type="bibr" rid="B57">Tanaka et&#x20;al., 2014</xref>). Interestingly, this is the first report of APAP covalent binding to TXN, though it has been found as a target of other reactive metabolites (<xref ref-type="bibr" rid="B21">Koen et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B17">Ikehata et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B34">Moro et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B23">Koen et&#x20;al., 2013</xref>).</p>
<p>Reactive metabolites can covalently bind to proteins causing downstream immune reactions and/or cell damage (<xref ref-type="bibr" rid="B42">Poprac et&#x20;al., 2017</xref>). APAP protein adduction has long been studied and&#x20;serves as a model of drug-induced hepatotoxicity, however,&#x20;its mechanism of action is not yet fully understood (<xref ref-type="bibr" rid="B15">Heard et&#x20;al., 2016</xref>). Results from this study confirmed many previously reported protein targets, as well as their specific modification sites, and adding several new <italic>in vivo</italic> protein targets in two rodent models. These findings can be further investigated by studying protein and/or site-specific effects and mechanisms related to drug-induced toxicity. Mitochondrial protein targets of APAP would be of specific interest for subsequent research since there is already much evidence of mitochondrial signalling being involved in APAP hepatotoxicity.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>An analytical workflow was developed and applied to rat and mouse liver homogenates to investigate protein covalent binding following APAP administration. Using a combination of high-resolution MS/MS and scheduled MRM assays for proteomic analyses and a custom alkylation reagent, many <italic>in vivo</italic> protein targets and their modification sites in both species have been confirmed or newly identified. The protein targets identified could serve to better understand the reactivity of NAPQI <italic>in vivo</italic> and could point towards specific targets of interest linked to acetaminophen-related hepatotoxicity. The performance of targeted scheduled LC-MRM has been demonstrated, based on a curated list of potential candidates, as a powerful tool in LC-MS/MS proteomics of low-abundant modified peptides in highly complex biological samples.</p>
<sec id="s5-1">
<title>Associated Content</title>
<sec id="s5-1-1">
<title>Supporting Information</title>
<p>MRM transitions and retention time settings used for LC-sMRM analyses of individual SPE fractions (two to eight) from rat and mouse digests (<xref ref-type="sec" rid="s11">Supplementary Tables S1, S2</xref>, respectively). Overview of modified peptides screened for in scheduled MRM experiments (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>). Results from scheduled MRM experiments, including peak areas for each transition monitored, relative areas, and retention times and calculated deviations to the control HP-CAM peptides (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>). High-resolution MS/MS spectra for APAP-modified peptides identified using data-dependent acquisition (<xref ref-type="sec" rid="s11">Supplementary Figure&#x20;S1</xref>).</p>
</sec>
</sec>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: ProteomeXchange PRIDE repository, accession no: PXD027674.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by INRS Centre National de Biologie Exp&#xe9;rimentale under the ethical practices of the Canadian Council on Animal Care (project UQLK.14.02).</p>
</sec>
<sec id="s9">
<title>Author Contributions</title>
<p>TG, MG, and LS conceived the research. TG, MG, and GM carried out sample preparation, and analyses. All authors contributed to data processing. TG, AS, and LS were involved in the preparation of tables and figures for the manuscript. TG and LS were the main contributors to the writing of the final manuscript. All authors made substantial, direct and intellectual contribution to the work, and revised the manuscript.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>Financial support for this study was provided by the Natural Sciences and Engineering Research Council of Canada (Discovery Grant &#x23; RGPIN 2016-06034) and a UQAM Institutional Research Chair in Bioanalytical Chemistry for LS. We would like to recognize funding for infrastructure from the Canadian Foundation for Innovation for LC-MS/MS instrumentation used in this study. We also acknowledge support to our mass spectrometry platform from CERMO-FC (Centre d&#x2019;excellence de recherche sur les maladies orphelines &#x2013; Fondation Courtois) <italic>via</italic> the UQAM Foundation.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<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 sec-type="COI-statement" id="s11">
<title>Conflict of Interest</title>
<p>The 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 id="s12">
<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/fchem.2021.736788/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2021.736788/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table2.XLSX" id="SM1" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table3.XLSX" id="SM2" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Presentation1.PPTX" id="SM3" mimetype="application/PPTX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table4.XLSX" id="SM4" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table1.XLSX" id="SM5" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s13">
<title>Abbreviations</title>
<p>ACN, acetonitrile; APAP, acetaminophen; BHMT, betaine&#x2014;homocysteine S-methyltransferase 1; CA3, carbonic anhydrase 3; CAM, carbamidomethylation; CPS1, mitochondrial carbamoyl-phosphate synthase [ammonia]; DTT, dithiothreitol; ER, endoplasmic reticulum; EST, estrogen sulfotransferase; GS, glutamine synthetase; HDAg, hepatitis delta antigen; HP-CAM, N-(4-hydroxyphenyl)-2-carbamidomethylation; HP-IAM, N-(4-hydroxyphenyl)-2-iodoacetamide; 3&#x3b1;-HSD, 3-alpha-hydroxysteroid dehydrogenase; IAM, iodoacetamide; IDA, information-dependent acquisition; IP, intraperitoneal; LC-MS/MS, liquid chromatography-tandem mass spectrometry; MeOH, methanol; MGST1, microsomal glutathione S-transferase 1; MRM, multiple reaction monitoring; MTO, methanethiol oxidase; NAPQI, N-acetyl p-benzoquinone imine; PMPCB, mitochondrial-processing peptidase subunit beta; SDS, n-dodecyl sulfate; S/N, signal-to-noise; SPE, solid-phase extraction; TPDB, Target Protein Database; TPI, triosephosphate isomerase; TXN, thioredoxin.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aggarwal</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yadav</surname>
<given-names>A. K.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>False Discovery Rate Estimation in Proteomics</article-title>. <source>Methods Mol. Biol.</source> <volume>1362</volume>, <fpage>119</fpage>&#x2013;<lpage>128</lpage>. <pub-id pub-id-type="doi">10.1007/978-1-4939-3106-4_7</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Asif</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Armstrong</surname>
<given-names>V. W.</given-names>
</name>
<name>
<surname>Voland</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wieland</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Oellerich</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Shipkova</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Proteins Identified as Targets of the Acyl Glucuronide Metabolite of Mycophenolic Acid in Kidney Tissue from Mycophenolate Mofetil Treated Rats</article-title>. <source>Biochimie</source> <volume>89</volume>, <fpage>393</fpage>&#x2013;<lpage>402</lpage>. <pub-id pub-id-type="doi">10.1016/j.biochi.2006.09.016</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bartolone</surname>
<given-names>J.&#x20;B.</given-names>
</name>
<name>
<surname>Birge</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Bulera</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Bruno</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Nishanian</surname>
<given-names>E. V.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>S. D.</given-names>
</name>
<etal/>
</person-group> (<year>1992</year>). <article-title>Purification, Antibody Production, and Partial Amino Acid Sequence of the 58-kDa Acetaminophen-Binding Liver Proteins</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>113</volume>, <fpage>19</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1016/0041-008x(92)90004-c</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Bateman</surname>
<given-names>D. N.</given-names>
</name>
</person-group> (<year>2016</year>). &#x201c;<article-title>Acetaminophen (Paracetamol)</article-title>,&#x201d; in <source>Critical Care Toxicology - Diagnosis And Management Of the Critically Poisoned Patient</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Brent</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Burkhart</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Dargan</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hatten</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Megarbane</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Palmer</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<publisher-loc>Cham, Switzerland</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>1</fpage>&#x2013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-319-20790-2_108-2</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bissell</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gores</surname>
<given-names>G. J.</given-names>
</name>
<name>
<surname>Laskin</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Hoofnagle</surname>
<given-names>J.&#x20;H.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Drug-induced Liver Injury: Mechanisms and Test Systems</article-title>. <source>Hepatology</source> <volume>33</volume>, <fpage>1009</fpage>&#x2013;<lpage>1013</lpage>. <pub-id pub-id-type="doi">10.1053/jhep.2001.23505</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bruderer</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bernhardt</surname>
<given-names>O. M.</given-names>
</name>
<name>
<surname>Gandhi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Miladinovi&#x107;</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>L.-Y.</given-names>
</name>
<name>
<surname>Messner</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Extending the Limits of Quantitative Proteome Profiling with Data-independent Acquisition and Application to Acetaminophen-Treated Three-Dimensional Liver Microtissues</article-title>. <source>Mol. Cell Proteomics</source> <volume>14</volume>, <fpage>1400</fpage>&#x2013;<lpage>1410</lpage>. <pub-id pub-id-type="doi">10.1074/mcp.M114.044305</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bulera</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Birge</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Cohen</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Khairallah</surname>
<given-names>E. A.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Identification of the Mouse Liver 44-kDa Acetaminophen-Binding Protein as a Subunit of Glutamine Synthetase</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>134</volume>, <fpage>313</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1006/taap.1995.1197</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Pumford</surname>
<given-names>N. R.</given-names>
</name>
<name>
<surname>Khairallah</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Boekelheide</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Pohl</surname>
<given-names>L. R.</given-names>
</name>
<name>
<surname>Amouzadeh</surname>
<given-names>H. R.</given-names>
</name>
<etal/>
</person-group> (<year>1997</year>). <article-title>Selective Protein Covalent Binding and Target Organ Toxicity</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>143</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1006/taap.1996.8074</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dooley</surname>
<given-names>G. P.</given-names>
</name>
<name>
<surname>Reardon</surname>
<given-names>K. F.</given-names>
</name>
<name>
<surname>Prenni</surname>
<given-names>J.&#x20;E.</given-names>
</name>
<name>
<surname>Tjalkens</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Legare</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Foradori</surname>
<given-names>C. D.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Proteomic Analysis of Diaminochlorotriazine Adducts in Wister Rat Pituitary Glands and L&#x3b2;T2 Rat Pituitary Cells</article-title>. <source>Chem. Res. Toxicol.</source> <volume>21</volume>, <fpage>844</fpage>&#x2013;<lpage>851</lpage>. <pub-id pub-id-type="doi">10.1021/tx700386f</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dufort</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Labrie</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Luu-The</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Human Types 1 and 3&#x20;3&#x3b1;-Hydroxysteroid Dehydrogenases: Differential Lability and Tissue Distribution1</article-title>. <source>J.&#x20;Clin. Endocrinol. Metab.</source> <volume>86</volume>, <fpage>841</fpage>&#x2013;<lpage>846</lpage>. <pub-id pub-id-type="doi">10.1210/jcem.86.2.7216</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geib</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Lento</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Sleno</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Liquid Chromatography-Tandem Mass Spectrometry Analysis of Acetaminophen Covalent Binding to Glutathione S-Transferases</article-title>. <source>Front. Chem.</source> <volume>7</volume>, <fpage>558</fpage>. <pub-id pub-id-type="doi">10.3389/fchem.2019.00558</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Golizeh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>LeBlanc</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sleno</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Identification of Acetaminophen Adducts of Rat Liver Microsomal Proteins Using 2D-LC-MS/MS</article-title>. <source>Chem. Res. Toxicol.</source> <volume>28</volume>, <fpage>2142</fpage>&#x2013;<lpage>2150</lpage>. <pub-id pub-id-type="doi">10.1021/acs.chemrestox.5b00317</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Graham</surname>
<given-names>G. G.</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>K. F.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Mechanism of Action of Paracetamol</article-title>. <source>Am. J.&#x20;Ther.</source> <volume>12</volume>, <fpage>46</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1097/00045391-200501000-00008</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Hanzlik</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Koen</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Garrett</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Reactive Metabolite Target Protein Database (TPDB)</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://kuscholarworks.ku.edu/handle/1808/30592">https://kuscholarworks.ku.edu/handle/1808/30592</ext-link> (Accessed November 23, 2020)</comment>. </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heard</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Green</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Anderson</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Bucher-Bartelson</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Dart</surname>
<given-names>R. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Paracetamol (Acetaminophen) Protein Adduct Concentrations During Therapeutic Dosing</article-title>. <source>Br. J.&#x20;Clin. Pharmacol.</source> <volume>81</volume>, <fpage>562</fpage>&#x2013;<lpage>568</lpage>. <pub-id pub-id-type="doi">10.1111/bcp.12831</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kholmukhamedov</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lindsey</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Beeson</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lemasters</surname>
<given-names>J.&#x20;J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Translocation of Iron from Lysosomes to Mitochondria during Acetaminophen-Induced Hepatocellular Injury: protection by Starch-Desferal and Minocycline</article-title>. <source>Free Radic. Biol. Med.</source> <volume>97</volume>, <fpage>418</fpage>&#x2013;<lpage>426</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2016.06.024</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ikehata</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Duzhak</surname>
<given-names>T. G.</given-names>
</name>
<name>
<surname>Galeva</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Koen</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Hanzlik</surname>
<given-names>R. P.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Protein Targets of Reactive Metabolites of Thiobenzamide in Rat Liver In Vivo</article-title>. <source>Chem. Res. Toxicol.</source> <volume>21</volume>, <fpage>1432</fpage>&#x2013;<lpage>1442</lpage>. <pub-id pub-id-type="doi">10.1021/tx800093k</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>James</surname>
<given-names>L. P.</given-names>
</name>
<name>
<surname>Mayeux</surname>
<given-names>P. R.</given-names>
</name>
<name>
<surname>Hinson</surname>
<given-names>J.&#x20;A.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Acetaminophen-induced Hepatotoxicity</article-title>. <source>Drug Metab. Dispos.</source> <volume>31</volume>, <fpage>1499</fpage>&#x2013;<lpage>1506</lpage>. <pub-id pub-id-type="doi">10.1124/dmd.31.12.1499</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jan</surname>
<given-names>Y.-H.</given-names>
</name>
<name>
<surname>Heck</surname>
<given-names>D. E.</given-names>
</name>
<name>
<surname>Dragomir</surname>
<given-names>A.-C.</given-names>
</name>
<name>
<surname>Gardner</surname>
<given-names>C. R.</given-names>
</name>
<name>
<surname>Laskin</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Laskin</surname>
<given-names>J.&#x20;D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Acetaminophen Reactive Intermediates Target Hepatic Thioredoxin Reductase</article-title>. <source>Chem. Res. Toxicol.</source> <volume>27</volume>, <fpage>882</fpage>&#x2013;<lpage>894</lpage>. <pub-id pub-id-type="doi">10.1021/tx5000443</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bried&#xe9;</surname>
<given-names>J.&#x20;J.</given-names>
</name>
<name>
<surname>Jennen</surname>
<given-names>D. G. J.</given-names>
</name>
<name>
<surname>Van Summeren</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Saritas-Brauers</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Schaart</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Increased Mitochondrial ROS Formation by Acetaminophen in Human Hepatic Cells Is Associated with Gene Expression Changes Suggesting Disruption of the Mitochondrial Electron Transport Chain</article-title>. <source>Toxicol. Lett.</source> <volume>234</volume>, <fpage>139</fpage>&#x2013;<lpage>150</lpage>. <pub-id pub-id-type="doi">10.1016/j.toxlet.2015.02.012</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koen</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Gogichaeva</surname>
<given-names>N. V.</given-names>
</name>
<name>
<surname>Alterman</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Hanzlik</surname>
<given-names>R. P.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>A Proteomic Analysis of Bromobenzene Reactive Metabolite Targets in Rat Liver Cytosol In Vivo</article-title>. <source>Chem. Res. Toxicol.</source> <volume>20</volume>, <fpage>511</fpage>&#x2013;<lpage>519</lpage>. <pub-id pub-id-type="doi">10.1021/tx6003166</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koen</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Hajovsky</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Galeva</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Staudinger</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Liver Protein Targets of Hepatotoxic 4-bromophenol Metabolites</article-title>. <source>Chem. Res. Toxicol.</source> <volume>25</volume>, <fpage>1777</fpage>&#x2013;<lpage>1786</lpage>. <pub-id pub-id-type="doi">10.1021/tx3002675</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koen</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Sarma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hajovsky</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Galeva</surname>
<given-names>N. A.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Staudinger</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Protein Targets of Thioacetamide Metabolites in Rat Hepatocytes</article-title>. <source>Chem. Res. Toxicol.</source> <volume>26</volume>, <fpage>564</fpage>&#x2013;<lpage>574</lpage>. <pub-id pub-id-type="doi">10.1021/tx400001x</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laine</surname>
<given-names>J.&#x20;E.</given-names>
</name>
<name>
<surname>Auriola</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Pasanen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Juvonen</surname>
<given-names>R. O.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Acetaminophen Bioactivation by Human Cytochrome P450 Enzymes and Animal Microsomes</article-title>. <source>Xenobiotica</source> <volume>39</volume>, <fpage>11</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1080/00498250802512830</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>LeBlanc</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Shiao</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Roy</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Sleno</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Absolute Quantitation of NAPQI-Modified Rat Serum Albumin by LC-MS/MS: Monitoring Acetaminophen Covalent Bindingin Vivo</article-title>. <source>Chem. Res. Toxicol.</source> <volume>27</volume>, <fpage>1632</fpage>&#x2013;<lpage>1639</lpage>. <pub-id pub-id-type="doi">10.1021/tx500284g</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Imaizumi</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Chamberland</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Alder</surname>
<given-names>N. N.</given-names>
</name>
<name>
<surname>Boelsterli</surname>
<given-names>U. A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Targeting Mitochondria with Methylene Blue Protects Mice Against Acetaminophen-Induced Liver Injury</article-title>. <source>Hepatology</source> <volume>61</volume>, <fpage>326</fpage>&#x2013;<lpage>336</lpage>. <pub-id pub-id-type="doi">10.1002/hep.27385</pub-id> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Leeming</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Donald</surname>
<given-names>W. A.</given-names>
</name>
<name>
<surname>O&#x2019;Hair</surname>
<given-names>R. A. J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Nontargeted Identification of Reactive Metabolite Protein Adducts</article-title>. <source>Anal. Chem.</source> <volume>89</volume>, <fpage>5748</fpage>&#x2013;<lpage>5756</lpage>. <pub-id pub-id-type="doi">10.1021/acs.analchem.6b04604</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGill</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Sharpe</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Curry</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Circulating Acylcarnitines as Biomarkers of Mitochondrial Dysfunction after Acetaminophen Overdose in Mice and Humans</article-title>. <source>Arch. Toxicol.</source> <volume>88</volume>, <fpage>391</fpage>&#x2013;<lpage>401</lpage>. <pub-id pub-id-type="doi">10.1007/s00204-013-1118-1</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGill</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Acetaminophen-induced Liver Injury in Rats and Mice: Comparison of Protein Adducts, Mitochondrial Dysfunction, and Oxidative Stress in the Mechanism of Toxicity</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>264</volume>, <fpage>387</fpage>&#x2013;<lpage>394</lpage>. <pub-id pub-id-type="doi">10.1016/j.taap.2012.08.015</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meier</surname>
<given-names>B. W.</given-names>
</name>
<name>
<surname>Gomez</surname>
<given-names>J.&#x20;D.</given-names>
</name>
<name>
<surname>Kirichenko</surname>
<given-names>O. V.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>J.&#x20;A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Mechanistic Basis for Inflammation and Tumor Promotion in Lungs of 2,6-Di-Tert-Butyl-4-Methylphenol-Treated Mice: Electrophilic Metabolites Alkylate and Inactivate Antioxidant Enzymes</article-title>. <source>Chem. Res. Toxicol.</source> <volume>20</volume>, <fpage>199</fpage>&#x2013;<lpage>207</lpage>. <pub-id pub-id-type="doi">10.1021/tx060214f</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Methogo</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Dansette</surname>
<given-names>P. M.</given-names>
</name>
<name>
<surname>Klarskov</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Identification of Liver Protein Targets Modified by Tienilic Acid Metabolites Using a Two-Dimensional Western Blot-Mass Spectrometry Approach</article-title>. <source>Int. J.&#x20;Mass Spectrom.</source> <volume>268</volume>, <fpage>284</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijms.2007.06.002</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mitchell</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Marletta</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Thioredoxin Catalyzes the S-Nitrosation of the Caspase-3 Active Site Cysteine</article-title>. <source>Nat. Chem. Biol.</source> <volume>1</volume>, <fpage>154</fpage>&#x2013;<lpage>158</lpage>. <pub-id pub-id-type="doi">10.1038/nchembio720</pub-id> </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mitterberger</surname>
<given-names>M. C.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Rostek</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Levine</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Zwerschke</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Carbonic Anhydrase III Regulates Peroxisome Proliferator-Activated Receptor-&#x03B3;<sup>2</sup>
</article-title>. <source>Exp. Cel Res.</source> <volume>318</volume>, <fpage>877</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1016/j.yexcr.2012.02.011</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moro</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chipman</surname>
<given-names>J.&#x20;K.</given-names>
</name>
<name>
<surname>Antczak</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Turan</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Dekant</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Falciani</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Identification and Pathway Mapping of Furan Target Proteins Reveal Mitochondrial Energy Production and Redox Regulation as Critical Targets of Furan Toxicity</article-title>. <source>Toxicol. Sci.</source> <volume>126</volume>, <fpage>336</fpage>&#x2013;<lpage>352</lpage>. <pub-id pub-id-type="doi">10.1093/toxsci/kfs005</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nakagawa</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Maeda</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hikiba</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ohmae</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Shibata</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Yanai</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Deletion of Apoptosis Signal-Regulating Kinase 1 Attenuates Acetaminophen-Induced Liver Injury by Inhibiting C-Jun N-Terminal Kinase Activation</article-title>. <source>Gastroenterology</source> <volume>135</volume>, <fpage>1311</fpage>&#x2013;<lpage>1321</lpage>. <pub-id pub-id-type="doi">10.1053/j.gastro.2008.07.006</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nerland</surname>
<given-names>D. E.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Benz</surname>
<given-names>F. W.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Selective Covalent Binding of Acrylonitrile to Cys 186 in Rat Liver Carbonic Anhydrase III In Vivo</article-title>. <source>Chem. Res. Toxicol.</source> <volume>16</volume>, <fpage>583</fpage>&#x2013;<lpage>589</lpage>. <pub-id pub-id-type="doi">10.1021/tx0256883</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nguyen</surname>
<given-names>N. T.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Akakpo</surname>
<given-names>J.&#x20;Y.</given-names>
</name>
<name>
<surname>Umbaugh</surname>
<given-names>D. S.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Mitochondrial Protein Adduct and Superoxide Generation Are Prerequisites for Early Activation of C-Jun N-Terminal Kinase within the Cytosol after an Acetaminophen Overdose in Mice</article-title>. <source>Toxicol. Lett.</source> <volume>338</volume>, <fpage>21</fpage>&#x2013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1016/j.toxlet.2020.12.005</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Boobis</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Clarke</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Goldring</surname>
<given-names>C. E. P.</given-names>
</name>
<name>
<surname>Jones</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kenna</surname>
<given-names>J.&#x20;G.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Managing the Challenge of Chemically Reactive Metabolites in Drug Development</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>10</volume>, <fpage>292</fpage>&#x2013;<lpage>306</lpage>. <pub-id pub-id-type="doi">10.1038/nrd3408</pub-id> </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perez-Riverol</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Csordas</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bernal-Llinares</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hewapathirana</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kundu</surname>
<given-names>D. J.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>The PRIDE Database and Related Tools and Resources in 2019: Improving Support for Quantification Data</article-title>. <source>Nucleic Acids Res.</source> <volume>47</volume> (<issue>D1</issue>), <fpage>D442</fpage>&#x2013;<lpage>D450</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gky1106</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pessayre</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Role of Reactive Metabolites in Drug-Induced Hepatitis</article-title>. <source>J.&#x20;Hepatol.</source> <volume>23</volume> (<issue>Suppl. 1</issue>), <fpage>16</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1016/s0168-8278(21)80002-1</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pol</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Renkema</surname>
<given-names>G. H.</given-names>
</name>
<name>
<surname>Tangerman</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Winkel</surname>
<given-names>E. G.</given-names>
</name>
<name>
<surname>Engelke</surname>
<given-names>U. F.</given-names>
</name>
<name>
<surname>de Brouwer</surname>
<given-names>A. P. M.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Mutations in SELENBP1, Encoding a Novel Human Methanethiol Oxidase, Cause Extraoral Halitosis</article-title>. <source>Nat. Genet.</source> <volume>50</volume>, <fpage>120</fpage>&#x2013;<lpage>129</lpage>. <pub-id pub-id-type="doi">10.1038/s41588-017-0006-7</pub-id> </citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poprac</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Jomova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Simunkova</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kollar</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Rhodes</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Valko</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Targeting Free Radicals in Oxidative Stress-Related Human Diseases</article-title>. <source>Trends Pharmacol. Sci.</source> <volume>38</volume>, <fpage>592</fpage>&#x2013;<lpage>607</lpage>. <pub-id pub-id-type="doi">10.1016/j.tips.2017.04.005</pub-id> </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pumford</surname>
<given-names>N. R.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>B. M.</given-names>
</name>
<name>
<surname>Hinson</surname>
<given-names>J.&#x20;A.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>A Metabolite of Acetaminophen Covalently Binds to the 56&#x20;kDa Selenium Binding Protein</article-title>. <source>Biochem. Biophysical Res. Commun.</source> <volume>182</volume>, <fpage>1348</fpage>&#x2013;<lpage>1355</lpage>. <pub-id pub-id-type="doi">10.1016/0006-291x(92)91881-p</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qiu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Benet</surname>
<given-names>L. Z.</given-names>
</name>
<name>
<surname>Burlingame</surname>
<given-names>A. L.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Identification of the Hepatic Protein Targets of Reactive Metabolites of Acetaminophen in Vivoin Mice Using Two-Dimensional Gel Electrophoresis and Mass Spectrometry</article-title>. <source>J.&#x20;Biol. Chem.</source> <volume>273</volume>, <fpage>17940</fpage>&#x2013;<lpage>17953</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.273.28.17940</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A Mitochondrial Journey through Acetaminophen Hepatotoxicity</article-title>. <source>Food Chem. Toxicol.</source> <volume>140</volume>, <fpage>111282</fpage>. <pub-id pub-id-type="doi">10.1016/j.fct.2020.111282</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Acetaminophen Hepatotoxicity: A Mitochondrial Perspective</article-title>. <source>Adv. Pharmacol.</source> <volume>85</volume>, <fpage>195</fpage>&#x2013;<lpage>219</lpage>. <pub-id pub-id-type="doi">10.1016/bs.apha.2019.01.007</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lebofsky</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>H.-M.</given-names>
</name>
<name>
<surname>Weinman</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Jaeschke</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Hepatitis C Virus Structural Proteins Can Exacerbate or Ameliorate Acetaminophen-Induced Liver Injury in Mice</article-title>. <source>Arch. Toxicol.</source> <volume>89</volume>, <fpage>773</fpage>&#x2013;<lpage>783</lpage>. <pub-id pub-id-type="doi">10.1007/s00204-015-1498-5</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Renner</surname>
<given-names>S. W.</given-names>
</name>
<name>
<surname>Walker</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Forsberg</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Sexton</surname>
<given-names>J.&#x20;Z.</given-names>
</name>
<name>
<surname>Brenman</surname>
<given-names>J.&#x20;E.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Carbonic Anhydrase III (Car3) Is Not Required for Fatty Acid Synthesis and Does Not Protect against High-Fat Diet Induced Obesity in Mice</article-title>. <source>PLoS One</source> <volume>12</volume>, <fpage>e0176502</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0176502</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Richarme</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mihoub</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abdallah</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Leger</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Joly</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Guanine Glycation Repair by DJ-1/Park7 and its Bacterial Homologs</article-title>. <source>Science</source> <volume>357</volume>, <fpage>208</fpage>&#x2013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1126/science.aag1095</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Richarme</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Mihoub</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dairou</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bui</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Leger</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Lamouri</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Parkinsonism-associated Protein DJ-1/Park7 Is a Major Protein Deglycase that Repairs Methylglyoxal- and Glyoxal-Glycated Cysteine, Arginine, and Lysine Residues</article-title>. <source>J.&#x20;Biol. Chem.</source> <volume>290</volume>, <fpage>1885</fpage>&#x2013;<lpage>1897</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M114.597815</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sekito</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Koide-Yoshida</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Niki</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Taira</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Iguchi-Ariga</surname>
<given-names>S. M. M.</given-names>
</name>
<name>
<surname>Ariga</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>DJ-1 Interacts with HIPK1 and Affects H2O2-Induced Cell Death</article-title>. <source>Free Radic. Res.</source> <volume>40</volume>, <fpage>155</fpage>&#x2013;<lpage>165</lpage>. <pub-id pub-id-type="doi">10.1080/10715760500456847</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shilov</surname>
<given-names>I. V.</given-names>
</name>
<name>
<surname>Seymour</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Loboda</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>W. H.</given-names>
</name>
<name>
<surname>Keating</surname>
<given-names>S. P.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>The Paragon Algorithm, A Next Generation Search Engine that Uses Sequence Temperature Values and Feature Probabilities to Identify Peptides from Tandem Mass Spectra</article-title>. <source>Mol. Cell Proteomics</source> <volume>6</volume>, <fpage>1638</fpage>&#x2013;<lpage>1655</lpage>. <pub-id pub-id-type="doi">10.1074/mcp.T600050-MCP200</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Weitzdoerfer</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Fountoulakis</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lubec</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Expression of Cystathionine &#x3b2;-synthase, Pyridoxal Kinase, and ES1 Protein Homolog (Mitochondrial Precursor) in Fetal Down Syndrome Brain</article-title>. <source>Neurochem. Int.</source> <volume>45</volume>, <fpage>73</fpage>&#x2013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuint.2003.12.004</pub-id> </citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shipkova</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Beck</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Voland</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Armstrong</surname>
<given-names>V. W.</given-names>
</name>
<name>
<surname>Gr&#xf6;ne</surname>
<given-names>H.-J.</given-names>
</name>
<name>
<surname>Oellerich</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2004</year>). <article-title>Identification of Protein Targets for Mycophenolic Acid Acyl Glucuronide in Rat Liver and colon Tissue</article-title>. <source>Proteomics</source> <volume>4</volume>, <fpage>2728</fpage>&#x2013;<lpage>2738</lpage>. <pub-id pub-id-type="doi">10.1002/pmic.200300836</pub-id> </citation>
</ref>
<ref id="B55">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Srivastava</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Maggs</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Antoine</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>D. P.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>B. K.</given-names>
</name>
</person-group> (<year>2010</year>). &#x201c;<article-title>Role of Reactive Metabolites in Drug-Induced Hepatotoxicity</article-title>,&#x201d; in <source>Adverse Drug Reactions</source>. Editor <person-group person-group-type="editor">
<name>
<surname>Uetrcht</surname>
<given-names>J.</given-names>
</name>
</person-group> (<publisher-loc>Berlin, Heidelberg, Germany</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>165</fpage>&#x2013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-642-00663-0_7</pub-id> </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Strott</surname>
<given-names>C. A.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Steroid Sulfotransferases</article-title>. <source>Endocr. Rev.</source> <volume>17</volume>, <fpage>670</fpage>&#x2013;<lpage>697</lpage>. <pub-id pub-id-type="doi">10.1210/edrv-17-6-670</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tanaka</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ishima</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Maeda</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kodama</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nagao</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Watanabe</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Albumin Fusion Prolongs the Antioxidant and Anti-inflammatory Activities of Thioredoxin in Mice with Acetaminophen-Induced Hepatitis</article-title>. <source>Mol. Pharmaceutics</source> <volume>11</volume>, <fpage>1228</fpage>&#x2013;<lpage>1238</lpage>. <pub-id pub-id-type="doi">10.1021/mp400690v</pub-id> </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Teng</surname>
<given-names>Y.-W.</given-names>
</name>
<name>
<surname>Mehedint</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Garrow</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Zeisel</surname>
<given-names>S. H.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Deletion of Betaine-Homocysteine S-Methyltransferase in Mice Perturbs Choline and 1-carbon Metabolism, Resulting in Fatty Liver and Hepatocellular Carcinomas</article-title>. <source>J.&#x20;Biol. Chem.</source> <volume>286</volume>, <fpage>36258</fpage>&#x2013;<lpage>36267</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M111.265348</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tirmenstein</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Nelson</surname>
<given-names>S. D.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>Subcellular Binding and Effects on Calcium Homeostasis Produced by Acetaminophen and a Nonhepatotoxic Regioisomer, 3&#x2032;-hydroxyacetanilide, in Mouse Liver</article-title>. <source>J.&#x20;Biol. Chem.</source> <volume>264</volume>, <fpage>9814</fpage>&#x2013;<lpage>9819</lpage>. <pub-id pub-id-type="doi">10.1016/s0021-9258(18)81731-8</pub-id> </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tittarelli</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Pellegrini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Scarpellini</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Marinelli</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Bruti</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Di Luca</surname>
<given-names>N. M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Hepatotoxicity of Paracetamol and Related Fatalities</article-title>. <source>Eur. Rev. Med. Pharmacol. Sci.</source> <volume>21(N.1 Suppl)</volume>, <fpage>95</fpage>&#x2013;<lpage>101</lpage>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.europeanreview.org/article/12436">https://www.europeanreview.org/article/12436</ext-link>
</comment>. </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tuin</surname>
<given-names>A. W.</given-names>
</name>
<name>
<surname>Mol</surname>
<given-names>M. A. E.</given-names>
</name>
<name>
<surname>van den Berg</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Fidder</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>van der Marel</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Overkleeft</surname>
<given-names>H. S.</given-names>
</name>
<etal/>
</person-group> (<year>2009</year>). <article-title>Activity-based Protein Profiling Reveals Broad Reactivity of the Nerve Agent Sarin</article-title>. <source>Chem. Res. Toxicol.</source> <volume>22</volume>, <fpage>683</fpage>&#x2013;<lpage>689</lpage>. <pub-id pub-id-type="doi">10.1021/tx8004218</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turley</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Dietschy</surname>
<given-names>J.&#x20;M.</given-names>
</name>
</person-group> (<year>1978</year>). <article-title>Re-evaluation of the 3&#x20;Alpha-Hydroxysteroid Dehydrogenase Assay for Total Bile Acids in Bile</article-title>. <source>J.&#x20;Lipid Res.</source> <volume>19</volume>, <fpage>924</fpage>&#x2013;<lpage>928</lpage>. <pub-id pub-id-type="doi">10.1016/s0022-2275(20)40709-6</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xie</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ramachandran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Breckenridge</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Liles</surname>
<given-names>J.&#x20;T.</given-names>
</name>
<name>
<surname>Lebofsky</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Farhood</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Inhibitor of Apoptosis Signal-Regulating Kinase 1 Protects against Acetaminophen-Induced Liver Injury</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>286</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.taap.2015.03.019</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>C. Y.-T.</given-names>
</name>
<name>
<surname>Kong</surname>
<given-names>A.-N. T.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Induction of Phase I, II and III Drug Metabolism/transport by Xenobiotics</article-title>. <source>Arch. Pharm. Res.</source> <volume>28</volume>, <fpage>249</fpage>&#x2013;<lpage>268</lpage>. <pub-id pub-id-type="doi">10.1007/bf02977789</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>