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<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">1229199</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2023.1229199</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>ROS-dependent catalytic mechanism of melatonin metabolism and its application in the measurement of reactive oxygen</article-title>
<alt-title alt-title-type="left-running-head">Tian et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2023.1229199">10.3389/fchem.2023.1229199</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Tian</surname>
<given-names>Xiangge</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1810808/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Kang</surname>
<given-names>Xiaohui</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2550235/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Yan</surname>
<given-names>Fei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/782912/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huo</surname>
<given-names>Xiaokui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1262678/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Houli</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lv</surname>
<given-names>Xia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Xiaochi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1547193/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yuan</surname>
<given-names>Jinsong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Peng</surname>
<given-names>Jiao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/713339/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dai</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Second Affiliated Hospital</institution>, <institution>Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pharmacy</institution>, <institution>Peking University Shenzhen Hospital</institution>, <addr-line>Shenzhen</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>College of Pharmacy</institution>, <institution>Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</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/1569097/overview">Ziyaur Rahman</ext-link>, Texas A and M University, United 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/2344275/overview">Robert B. Kargbo</ext-link>, Usona Institute, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1044930/overview">Srinivasadesikan Venkatesan</ext-link>, Technology and Research, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jinsong Yuan, <email>yjs888@163.com</email>; Jiao Peng, <email>pengjiao153@163.com</email>; Li Dai, <email>daily21st@aliyun.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1229199</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>12</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Tian, Kang, Yan, Feng, Huo, Zhang, Wang, Lv, Ma, Yuan, Peng and Dai.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Tian, Kang, Yan, Feng, Huo, Zhang, Wang, Lv, Ma, Yuan, Peng and Dai</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Melatonin (Mel) is an endogenous active molecule whose metabolism progress significantly influences its bioactivity. However, the detailed metabolic pathway of Mel in the pathological state has not yet been fully illustrated. In this study, 16 metabolites of Mel in cancer cells and human liver microsomes were identified, of which seven novel metabolites were newly discovered. Among them, 2-hydroxymelatonin (2-O-Mel), as the major metabolite in cancer cells, was revealed for the first time, which was different from the metabolite found in the human liver. Furthermore, CYP1A1/1A2- and reactive oxygen species (ROS)-mediated 2-hydroxylation reactions of Mel were verified to be the two metabolic pathways in the liver and cancer cells, respectively. ROS-dependent formation of 2-O-Mel was the major pathway in cancer cells. Furthermore, the underlying catalytic mechanism of Mel to 2-O-Mel in the presence of ROS was fully elucidated using computational chemistry analysis. Therefore, the generation of 2-O-Mel from Mel could serve as another index for the endogenous reactive oxygen level. Finally, based on the ROS-dependent production of 2-O-Mel, Mel was successfully used for detecting the oxygen-carrying capacity of hemoglobin in human blood. Our investigation further enriched the metabolic pathway of Mel, especially for the ROS-dependent formation of 2-O-Mel that serves as a diagnostic and therapeutic target for the rational use of Mel <italic>in clinics</italic>.</p>
</abstract>
<kwd-group>
<kwd>melatonin</kwd>
<kwd>reactive oxygen species</kwd>
<kwd>cancer</kwd>
<kwd>CYP450</kwd>
<kwd>computational chemistry</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Medicinal and Pharmaceutical Chemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Melatonin (Mel), as an endogenous molecule, was first isolated and identified in the pineal gland. Previous reports revealed the powerful biological functions of Mel (<xref ref-type="bibr" rid="B12">Hardeland et al., 2006</xref>). In humans, it acts as a biological modulator and is responsible for the regulation of circadian rhythms through G-protein-coupled melatonin receptors, MT1 and MT2 (<xref ref-type="bibr" rid="B19">Liu et al., 2016</xref>). Based on the powerful function and wide distribution of these two receptors, Mel also plays a vital role in the development of various diseases including depression, diabetes, neurodegenerative diseases, and cancer (<xref ref-type="bibr" rid="B31">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Carrascal et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Cipolla-Neto and Amaral, 2018</xref>; <xref ref-type="bibr" rid="B29">Slominski et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Talib, 2018</xref>; <xref ref-type="bibr" rid="B4">Cardinali, 2021</xref>; <xref ref-type="bibr" rid="B20">Loh and Reiter, 2021</xref>). In addition, Mel has anti-inflammatory properties and exhibits some excellent bioactivities such as immune enhancement and the suppression of cancer progression (<xref ref-type="bibr" rid="B37">Tordjman et al., 2017</xref>; <xref ref-type="bibr" rid="B32">Talib, 2018</xref>).</p>
<p>Mel metabolism is mainly divided into two: enzyme- and no enzyme-dependent metabolism (<xref ref-type="bibr" rid="B34">Tan et al., 2015</xref>). The enzyme-dependent metabolism pathway of Mel in humans had been fully illustrated previously (<xref ref-type="bibr" rid="B22">Ma et al., 2005</xref>). In humans, the major metabolism pathway is 6-hydroxylation mediated by CYP1A1/2. Following this, the major metabolite 6-OM undergoes sulfation by SULTs including SULT1A1 and SULT1E1 (<xref ref-type="bibr" rid="B22">Ma et al., 2005</xref>; <xref ref-type="bibr" rid="B35">Tian et al., 2015</xref>). Demethylation is also another major metabolism pathway mediated by CYP2C19 to form NAS, followed by sulfation and glucuronidation reactions. Finally, the major sulfation metabolites (6-OM-S and NAS-S) are excreted through urine (<xref ref-type="bibr" rid="B35">Tian et al., 2015</xref>). In addition to the enzyme-dependent metabolism, AFMK is the major metabolite <italic>in vitro</italic> catalyzed by H<sub>2</sub>O<sub>2</sub> (<xref ref-type="bibr" rid="B34">Tan et al., 2015</xref>). However, AFMK is unstable and easily transformed to AMK. Hence, an accurate measurement of AFMK production and investigation of its detailed progress and the underlying mechanism were not possible. Apart from the abovementioned metabolism pathway of Mel, 2-hydroxylation of Mel had also been discovered; however, the detailed mechanism and source had not been fully illustrated. Thus, clarifying the catalytic mechanism and its origin is very helpful for understanding the context and significance of Mel&#x2019;s metabolism.</p>
<p>Some previous studies suggested Mel as a potential anticancer agent widely used in chemotherapy for different types of cancers, in combination with anticancer drugs (<xref ref-type="bibr" rid="B23">Maroufi et al., 2020</xref>; <xref ref-type="bibr" rid="B33">Talib et al., 2021</xref>). The significant change of metabolic enzymes in cancer cells makes the metabolism of drugs and endogenous compounds in these cells often different from those in common tissues (<xref ref-type="bibr" rid="B30">Stine et al., 2022</xref>). Given Mel&#x2019;s potential role as an anticancer agent and the different metabolic profiles of cancer cells, this study aims to elucidate the detailed metabolism of Mel in cancer cells. We focus on exploring the potential role of 2-hydroxymelatonin (2-O-Mel), a metabolite of Mel, in cancer cells and investigate the mechanisms behind its production. We hypothesize that reactive oxygen might play a crucial role in this metabolic process and that this might be applied in evaluating the oxygen-carrying capacity of hemoglobin in humans. The findings from this study aim to enrich our understanding of Mel&#x2019;s metabolism in cancer cells and pave the way for potential diagnostic and therapeutic applications.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>Melatonin, N-acetylserotonin (NAS), 2-hydroxymelatonin (2-O-Mel), N<sup>1</sup>-acetyl-5-methoxykynuramine (AMK), 6-hydroxymelatonin (6-OM), and 5-methoxytryptamine (5-MT) were purchased from Sigma-Aldrich (St. Louis, MO, United States). 6-OM-S and NAS-S were the metabolites prepared by <xref ref-type="bibr" rid="B35">Tian et al. (2015)</xref>. <italic>&#x3b2;</italic>-nicotinamide adenine dinucleotide phosphate disodium salt (NADP<sup>&#x2b;</sup>), D-glucose-6-phosphate disodium salt (G-6-P), and glucose-6-phosphate dehydrogenase were also obtained from Sigma-Aldrich (St. Louis, MO, USA). Human recombinant CYP450 isoforms including CYP1A1, -1A2, -2A6, -2B6, -2D6, -2C8, -2C9, -2C19, -3A4, -3A5, and -2E1 were purchased from Corning Gentest (NY, United States). In addition, 30% hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>), glutathione (GSH), <italic>&#x3b1;</italic>-naphthoflavone, 8-methoxypsoralen, montelukast, sulfaphenazole, omeprazole, quinidine, clomethiazole, and ketoconazole were purchased from ShanghaiYuan Ye (Shanghai, China). The analysis was conducted using AB Sciex Qtrap-5500 and X500R liquid chromatography mass spectrometers (LC-MS).</p>
</sec>
<sec id="s2-2">
<title>2.2 The assay incubation system</title>
<p>The assay for the enzyme-dependent hydroxylation of Mel was performed in a standard incubation system with the following components: 100&#xa0;mM potassium phosphate buffer (KH<sub>2</sub>PO<sub>4</sub>/K<sub>2</sub>HPO<sub>4</sub>, pH 7.4), 1&#xa0;mM NADP<sup>&#x2b;</sup>, 10&#xa0;mM glucose-6-phosphate, glucose-6-phosphate dehydrogenase (final concentration at 1&#xa0;U/mL), 4&#xa0;mM MgCl<sub>2</sub>, and metabolic enzymes (0.1&#xa0;nmol recombinant CYP450 and 0.5&#xa0;mg/mL HLM), making up the whole volume to 200&#xa0;&#x3bc;L (<xref ref-type="bibr" rid="B7">Cui et al., 2016</xref>). The addition of NADP<sup>&#x2b;</sup> initiated enzyme-dependent metabolism progress. Then, 100&#xa0;&#x3bc;L ice acetonitrile was used for the termination of the reaction and centrifuged at 20,000&#xa0;g for 20&#xa0;min at 4&#xb0;C. Aliquots of supernatants were analyzed using liquid chromatography with tandem mass spectrometry (LC-MS/MS).</p>
</sec>
<sec id="s2-3">
<title>2.3 Preparation of cell cultures and metabolism of Mel in cancer cells</title>
<p>To fully illustrate the metabolism pathway of Mel in cancer cells, HepG2 cells were seeded in a 6-cm plate at 8.0&#xd7;10<sup>5</sup> cells/mL. Mel (final concentration at 100&#xa0;&#x3bc;M) was added and incubated at 37&#xb0;C in 5% CO<sub>2</sub> and 95% air for 48&#xa0;h. The culture medium and cells were collected and dried in a freeze dryer overnight until all liquids were removed. Finally, the dry residue was dissolved in 200&#xa0;&#x3bc;L of the mobile phase solution (80% 0.1% formic acid aqueous solution and 20% acetonitrile) and centrifuged at 20,000&#xa0;g for 20&#xa0;min, and the supernatant was analyzed by time-of flight mass spectrometry (TOF-MS/MS). In the control group, the blank solvent DMSO replaced Mel, and the other conditions were like the Mel group.</p>
</sec>
<sec id="s2-4">
<title>2.4 The quantitative analysis of the major metabolites in different cancer cells</title>
<p>In brief, different cells including SHSY-5Y, 7860, CCD, CAR3, H1299, LOSE, LoVo, MCF-7, LO2, U118, RKO, A549, HLF, U87, THP-1, H322, and HepG2 were seeded in the 6-cm plate at 8&#x2a;10<sup>5</sup> cells/mL. After the cell attached overnight, the medium was discarded. A fresh medium containing 100&#xa0;&#x3bc;M Mel was added to the cells. After 48&#xa0;h, these cells were harvested and resuspended in 200&#xa0;&#x3bc;L distilled water. The cells were then homogenized by sonication (150&#xa0;<italic>HZ</italic>, 120&#xa0;s), and freezing was repeated thrice at &#x2212;80&#xb0;C. Subsequently, 100&#xa0;&#x3bc;L ice acetonitrile was added to the precipitated protein. This was followed by centrifugation at 20,000&#xa0;g for 20&#xa0;min. The supernatant was analyzed using LC-MS/MS. Additionally, the culture medium was dried using a freeze dryer. The dry residue was dissolved in a 200&#xa0;&#x3bc;L mobile phase solution and centrifuged at 20,000&#xa0;g for 20&#xa0;min. The supernatant was again analyzed using LC-MS/MS.</p>
</sec>
<sec id="s2-5">
<title>2.5 The LC-MS/MS method for metabolite analysis</title>
<p>The metabolites of melatonin were detected using an UPLC system (SHIMADZU 30AD), equipped with a binary delivery system, an autosampler, a degasser, and a Kinetex Polar C18 chromatography column (2.1 &#xd7; 100&#xa0;mm, 2.6&#xa0;&#x3bc;m). The mobile phase consisted of 100% acetonitrile (A) and 0.1% formic acid aqueous solution (B) with gradient elution as follows: 0.0&#x2013;1.5&#xa0;min, 87% B; 1.50&#x2013;4.0&#xa0;min, 87%&#x2013;85% B; 4.0&#x2013;5.0&#xa0;min, 87%&#x2013;25% B; 5.0&#x2013;5.5&#xa0;min, 25%&#x2013;10% B; 5.5&#x2013;6.0&#xa0;min, 10% B; 6.0&#x2013;6.5&#xa0;min, 10%&#x2013;87% B; and 6.5&#x2013;8.0&#xa0;min, 87% B. The flow rate was set at 0.3&#xa0;mL/min, and the injection volume was 4&#xa0;&#x3bc;L. An Applied Biosystems AB Sciex Qtrap 5,500 mass spectrometer (MS/MS) equipped with an electrospray ionization source was used. In addition, positive and negative scan modes were used simultaneously in this method to analyze the whole metabolites. The temperature was set at 600&#xb0;C. The air gas CUR flow was 40&#xa0;L/min; and gases 1 and 2 (nitrogen) were set at 35 and 55&#xa0;psi, respectively. The optimal <italic>m/z</italic> transition conditions for the metabolites are listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>, according to <xref ref-type="bibr" rid="B35">Tian et al. (2015)</xref>, <xref ref-type="bibr" rid="B14">Jiang et al. (2016)</xref>, and <xref ref-type="bibr" rid="B41">Wang et al. (2016)</xref>.</p>
</sec>
<sec id="s2-6">
<title>2.6 Enzyme assay to produce 2-O-Mel</title>
<p>The contribution of different CYP450 isoforms for the enzyme-dependent production of 2-O-Mel was evaluated. In brief, in the incubation system (<xref ref-type="bibr" rid="B7">Cui et al., 2016</xref>), the recombinant CYP450s, including CYP1A1, -1A2, -2A6, -2B6, -2D6, -2C8, -2C9, -2C19, -3A4, -3A5, and -2E1, were added with the final concentration of CYP450 isoform at 0.1&#xa0;mg/mL. The Mel concentration was set at 10&#xa0;&#x3bc;M. The mixed samples were incubated at 37&#xb0;C for 1&#xa0;h. Afterward, 100&#xa0;&#x3bc;L ice acetonitrile was added to terminate the metabolism progress and centrifuged at 20,000&#xa0;g for 20&#xa0;min. The supernatant was analyzed using LC-MS/MS for 2-O-Mel production.</p>
</sec>
<sec id="s2-7">
<title>2.7 Kinetic study and chemical inhibition</title>
<p>An understanding of the metabolism kinetics of drugs mediated by enzymes is important for the rational use of drugs (<xref ref-type="bibr" rid="B38">Tracy and Hummel, 2004</xref>; <xref ref-type="bibr" rid="B7">Cui et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Tian et al., 2021</xref>). Thus, the kinetic for 2-O-Mel production mediated by CYP1A1, -1A2, and HLM was performed. Different concentrations of Mel (0&#x2013;500&#xa0;&#x3bc;M) were incubated with CYP1A1, -1A2, and HLM at 37&#xb0;C for 30&#xa0;min. Finally, the catalytic velocity of the enzyme was fit into the biphasic kinetics model (Eq. <xref ref-type="disp-formula" rid="equ1">1</xref>) to obtain the kinetic parameters. The biphasic kinetic profile described here has two distinct phases. At low-substrate concentrations, the kinetic profile is curved, as with hyperbolic kinetics; however, at high-substrate concentrations, the velocity of the reaction continues to increase (<xref ref-type="bibr" rid="B38">Tracy and Hummel, 2004</xref>).<disp-formula id="equ1">
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</disp-formula>
</p>
<p>Next, to confirm the contribution of CYP1As for 2-O-Mel production, a chemical inhibition assay was performed, as in previous reports. In the HLM incubation system, different inhibitors for CYP450 isoforms, including &#x3b1;-naphthoflavone (CYP1A1/2, 1&#xa0;&#x3bc;M), 8-methoxypsoralen (CYP1A1/2, 5&#xa0;&#x3bc;M), montelukast (CYP2C8, 2&#xa0;&#x3bc;M), sulfaphenazole (CYP2C9, 10&#xa0;&#x3bc;M), quinidine (CYP2D6, 10&#xa0;&#x3bc;M), clomethiazole (CYP2E1, 10&#xa0;&#x3bc;M), and ketoconazole (CYP3As, 1&#xa0;&#x3bc;M), were added and co-incubated with Mel. In the control group, the blank solvent was added instead of inhibitors. The residual activity was calculated by comparing it to the control group, which was considered 100%.</p>
</sec>
<sec id="s2-8">
<title>2.8 The molecular modeling of Mel with CYP1A1 and CYP1A2</title>
<sec id="s2-8-1">
<title>2.8.1 Ligand and protein preparation</title>
<p>For the substrate studied here, melatonin was first optimized at the level of B3LYP (<xref ref-type="bibr" rid="B17">Lee et al., 1988</xref>; <xref ref-type="bibr" rid="B3">Becke and Axel, 1992</xref>; <xref ref-type="bibr" rid="B2">Becke, 1993</xref>)/6&#x2013;311 &#x2b; G (2d,p) in Gaussian 16 (<xref ref-type="bibr" rid="B9">Frisch et al., 2016</xref>). The partial charges were then assigned using the RESP method based on the local minima geometry converged in the optimization process. Atom types and parameters of the bonds, angles, dihedrals, and van der Waals for melatonin were described with the GAFF force field.</p>
<p>The crystal structures of human cytochromes P450 1A1 (CYP1A1) and P450 1A2 (CYP1A2) were obtained from the PDB database with entry codes 4I8V (<xref ref-type="bibr" rid="B40">Walsh et al., 2013</xref>) and 2HI4 (<xref ref-type="bibr" rid="B27">Sansen et al., 2007</xref>), respectively. His269 (CYP1A1) was protonated at both &#x3b4; and &#x3b5; positions, and Glu466 (CYP1A1) and Glu467 (CYP1A2) were defined in their deprotonated form, according to the calculated pKa values using the PDB2PQR online server. Hydrogen atoms were added, and force field parameters were assigned using the casual force field ff14SB (<xref ref-type="bibr" rid="B34">Tan et al., 2015</xref>) in the Amber16 package. Force field parameters for heme group description were collected from the Amber contributed parameters database.</p>
</sec>
<sec id="s2-8-2">
<title>2.8.2 Molecular docking</title>
<p>The AutoDock Vina program and the default parameters were used to obtain series of conformation with melatonin binding to CYP1A1 and 1A2. The exhaustiveness index for searching redundancy was set as 128 to embrace a rather thorough searching space. Vina itself as one of the wide applied score functions, improved to meet a balance for speed and accuracy, was adopted here. Cut-off root mean square deviation (RMSD) for saved conformation was set at 2.0&#xa0;&#xc5;, from which nine conformations of melatonin adopting different binding modes were perverse for an interaction mechanism study.</p>
</sec>
<sec id="s2-8-3">
<title>2.8.3 Interaction mechanism study with molecular dynamics</title>
<p>Each of substrate&#x2013;enzyme interaction complexes with the intact protein and varied binding conformation of the ligand was first solvated with a truncated-orthorhombic-shaped box, closely resembling the shape of a sphere, in which the solvation layer thickness was at least 12&#xa0;&#xc5;. The TIP3P model, reported by multiple previous studies to work well with the Amber force field, was used to describe the solvation effects. Counterions were then added for system neutrality. In the molecular dynamics (MD) simulation, four cycles of minimization run were applied to gradually release bad contacts. Two cycles of heating procedures were then carried out to gently heat the system to reach 300&#xa0;K. The 2-ns production stage of the MD process ran under the isothermal&#x2212;isobaric ensemble condition from which the last 1-ns trajectory was used for energy calculation and interaction analysis. All the MD simulations were executed under periodic boundary conditions (PBCs) with a 2-fs time step. Van der Waals and short-range electrostatic interactions were estimated within a 10-&#xc5; cutoff to balance the computational efficiency. The long-range electrostatic interactions were assessed using the particle-mesh Ewald method, and the SHAKE algorithm was applied to all bonds including hydrogen atoms (<xref ref-type="bibr" rid="B16">Kistiakowsky and Williams, 1955</xref>). Adoption of the aforementioned setting and parameters for MD studies was chosen based on the conventional simulation procedure and large-scale benchmark studies, aiming for a reasonable and well-performing approach in modeling protein&#x2013;ligand interaction systems. The final interaction model for each substrate&#x2013;enzyme interaction system was selected based on the binding energy (enthalpy) calculation.</p>
</sec>
</sec>
<sec id="s2-9">
<title>2.9 Reactive oxygen species-dependent generation of 2-O-Mel</title>
<p>Apart from the enzyme-dependent production of 2-O-Mel, reactive oxygen species (ROS) catalytic capability toward the hydroxylation of Mel was evaluated using H<sub>2</sub>O<sub>2</sub> as the donor of ROS <italic>in vitro</italic>. First, dose-dependent H<sub>2</sub>O<sub>2</sub> was used to produce 2-O-Mel under 5&#xa0;&#x3bc;M Mel concentration to obtain the saturation concentration of H<sub>2</sub>O<sub>2</sub> during the catalytic progress. Next, different concentrations of Mel (0&#x2013;600&#xa0;&#x3bc;M) were added to H<sub>2</sub>O<sub>2</sub> (final concentration at 1&#xa0;mM) to obtain the affinity of Mel toward H<sub>2</sub>O<sub>2</sub> for the hydroxylation reaction.</p>
<p>Moreover, to confirm that the production of 2-O-Mel was ROS-dependent, GSH&#x2014;as a classic ROS depletion reagent&#x2014;was added to the ROS-dependent reaction with concentrations at 1, 2, 5, and 10&#xa0;mM. In the control group, the blank solvent was added instead of GSH. Eventually, the production of 2-O-Mel was compared to the control group to ensure the influence of GSH on the ROS-dependent hydroxylation reaction.</p>
</sec>
<sec id="s2-10">
<title>2.10 The ROS-dependent hydroxylation of Mel in living cells</title>
<p>In the aforementioned study, 2-O-Mel was proved to be a major metabolite in various cancer cells. To clarify that the major contribution was ROS-dependent, an acetaminophen (APAP)-induced cell model was used. Acetaminophen (APAP) is a drug commonly used in clinical settings, which induces oxidative stress. Dose- and time-dependent APAP-induced ROS generation in the HepG2 cell model was established. In brief, different concentrations of APAP such as 0, 2.5, 5, 7.5, and 10&#xa0;mM Mel (100&#xa0;&#x3bc;M) were added to HepG2 cells and incubated for 24&#xa0;h. The culture medium was collected and handled as in the above description (<xref ref-type="sec" rid="s2-3">Section 2.3</xref>) and analyzed using LC-MS/MS to measure the production of 2-O-Mel. ROS generation was also measured in the parallel group in the absence of Mel using a reactive oxygen species assay kit. The correlation between ROS generation and 2-O-Mel production was analyzed. The time-dependent experiment from 0 to 24&#xa0;h was also performed, and the Mel concentration was set at 7.5&#xa0;mM.</p>
</sec>
<sec id="s2-11">
<title>2.11 The catalytic mechanism exploring for ROS-dependent hydroxylation of Mel</title>
<p>All calculations were performed with the Gaussian 16 program (<xref ref-type="bibr" rid="B9">Frisch et al., 2016</xref>). For enzymatic reactions, the oxidized active species were generally mimicked using iron-oxo porphyrin with a thiolate axial ligand Fe<sub>4</sub>
<sup>&#x2b;</sup>O<sub>2</sub>
<sup>&#x2212;</sup>(C<sub>20</sub>N<sub>4</sub>H<sub>12</sub>)<sup>&#x2212;</sup> (SH)<sup>&#x2212;</sup> (Cpd I) as an ideal model (<xref ref-type="bibr" rid="B11">Hackett et al., 2007</xref>; <xref ref-type="bibr" rid="B44">Wang et al., 2007</xref>; <xref ref-type="bibr" rid="B39">Trott et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Wang et al., 2012</xref>). The spin-unrestricted B3LYP functional was utilized with the basis set BSI [LACVP (Fe)/6-31G&#x2a;(C, H, O, N, S)] for geometry optimization and with the basis set BSII [LACV3P (Fe)/6&#x2013;311&#x2b;&#x2b;G&#x2a;&#x2a;(C, H, O, N, S)] for single-point energy calculations (<xref ref-type="bibr" rid="B17">Lee et al., 1988</xref>; <xref ref-type="bibr" rid="B2">Becke, 1993</xref>; <xref ref-type="bibr" rid="B25">Meunier et al., 2004</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). Numerous density functional theory (DFT) studies confirmed that Cpd I involves two energetically closely lying spin states, that is, the low-spin (LS/S &#x3d; 1/2) doublet and high-spin (HS/S &#x3d; 3/2) quartet states, which originate from two spin-up electrons on the iron-oxo moiety and one spin-up/down electron on the porphyrin part (<xref ref-type="bibr" rid="B13">Hirao and Chuanprasit, 2015</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). For non-enzymatic aqueous environments, we employed the spin-restricted B3LYP functional with the equivalent-level basis sets. Each optimized structure underwent harmonic vibration frequency analysis to characterize a minimum (Nimag &#x3d; 0) or transition state (Nimag &#x3d; 1) and to provide thermodynamic data. The transition-state structures, which connected the reactant and product on either side, were followed using the intrinsic reaction coordinate (IRC). In single-point energy calculations, solvation effects were accounted for using the PCM (<xref ref-type="bibr" rid="B1">Barone et al., 1998</xref>) solvation model with dielectric constants of &#x25b; &#x3d; 5.7 and 78.4 to estimate the polar protein environment and the non-enzymatic aqueous environment, respectively (<xref ref-type="bibr" rid="B8">de Visser and Shaik, 2003</xref>; <xref ref-type="bibr" rid="B28">Shaik et al., 2005</xref>). The gas-phase single-point energy at the level of (R/U) B3LYP-D3(B3LYP with Grimme&#x2019;s DFT-D3 correction)/BSII//B3LYP/BSI, with the zero-point energy (ZPE), was denoted as Egas (<xref ref-type="bibr" rid="B10">Grimme, 2006</xref>; <xref ref-type="bibr" rid="B21">Lonsdale et al., 2010</xref>), while Esol included bulk polarity effects and ZPE corrections (<xref ref-type="bibr" rid="B43">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>).</p>
</sec>
<sec id="s2-12">
<title>2.12 The application of 2-O-Mel in the measurement of the oxygen-carrying capacity of hemoglobin</title>
<p>Hemoglobin plays a vital role in carrying oxygen in humans. In our present study, fresh blood from 149 healthy humans was obtained from The Second Hospital of Dalian Medical University. The oxygen-carrying capacity of hemoglobin was measured using the reaction of Mel to 2-O-Mel, mediated by reactive oxygen carried by hemoglobin. In brief, Mel was added to 200&#xa0;&#x3bc;L blood samples with the final 10&#xa0;&#x3bc;M concentration and incubated at 37&#xb0;C for 30&#xa0;min. Then, 100&#xa0;&#x3bc;L ice acetonitrile was added to terminate the reaction and immediately centrifuged at 20,000 &#xd7; g for 20&#xa0;min at 4&#xb0;C to separate Mel and hemoglobin. The supernatant was analyzed using LC-MS/MS to obtain the production of 2-O-Mel. At last, linear regression was performed between the generation of 2-O-Mel and the concentration of hemoglobin to obtain the correlation coefficient (r-value).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Result</title>
<sec id="s3-1">
<title>3.1 The identification of Mel metabolites in cancer cells</title>
<p>This study identified the metabolic pathway of Mel in HepG2 cells. As illustrated in <xref ref-type="fig" rid="F1">Figure 1</xref>, 16 metabolites (M1&#x2013;M16) were detected and identified through LC-TOF-MS/MS which was equipped MetabolitePilot 2.0.4 software. Among these metabolites, besides nine previously reported Mel metabolites (red), seven new Mel metabolites (black) were discovered in cancer cells. The mass spectrum fragments of these metabolites are displayed in <xref ref-type="sec" rid="s10">Supplementary Figures S1&#x2013;S4</xref>. These metabolites represent various metabolic pathways, including oxidation (M-10 and M-11), reduction (M-16), hydrolysis (M-4), and conjugation reactions (M-12, M-13, and M-15).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Identification of the melatonin metabolites in HepG2 cells by TOF-MS/MS.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g001.tif"/>
</fig>
<p>Some metabolites, such as M-7, M-8, and M-15, are products of further metabolism of Mel&#x2019;s phase I metabolite. For example, Mel can be metabolized into hydroxylated Mel, which can then be further metabolized by uridine 5&#x2032;-diphospho-glucuronosyltransferase (UGTs) and sulfotransferases (SULTs). Of these, N-acetylserotonin (NAS, M-3), a major phase I metabolite, can be further metabolized by sulfotransferases (SUTs) to form NAS-S (M-8). This finding aligns with several previous reports (<xref ref-type="bibr" rid="B35">Tian et al., 2015</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 The quantitative analysis of major metabolites of Mel in cancer cells</title>
<p>The major metabolites in cancer cells, including 6-hydroxymelatonin (6-OM), 2-hydroxymelatonin (2-O-Mel), N-acetylserotonin (NAS), 5-methoxytryptamine (5-MT), acetylated melatonin (AMK), 6-hydroxy-melatonin-sulfate (6-OM-S), and N-acetylserotonin-sulfate (NAS-S), were quantitatively analyzed (see <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>). As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, all major metabolites found in the human liver were also detected in various cancer cells. However, in contrast to the animal liver where 6-OM and 6-OM-S are the predominant metabolites (<xref ref-type="fig" rid="F2">Figure 2B</xref>), a finding is consistent with <xref ref-type="bibr" rid="B22">Ma et al. (2005)</xref>. The production of 6-OM in various cancer cells was minimal. Instead, the production of 2-O-Mel emerged as the dominant metabolic pathway (<xref ref-type="fig" rid="F2">Figure 2A</xref>). These results highlight a significant divergence in the metabolism between cancer cells and normal liver microsomes, particularly with respect to 2-O-Mel formation. This discrepancy could be attributed to the unique microenvironment within cancer cells. The newly identified 2-O-Mel metabolic pathway in cancer cells warrants further exploration and elucidation.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Quantitative analysis of various metabolites of melatonin in various cancer cells <bold>(A)</bold> and liver microsomes from different species <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 The enzyme-dependent metabolic pathway for 2-O-Mel</title>
<p>To elucidate the formation of 2-O-Mel, we screened the catalytic activity of different cytochrome P450 (CYP450) isoforms (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Among various CYP450 isoforms, CYP1A1 and CYP1A2 demonstrated significant activity for the formation of 2-O-Mel, while CYP2C19 and CYP3A5 showed only minimal activity. We then performed metabolism kinetics of melatonin in human liver microsomes (HLMs), as well as in the recombinant CYP1A1 and CYP1A2 isoforms. We observed that the conversion of melatonin to 2-O-Mel followed a biphasic kinetic model in all cases. The kinetic parameters for HLM (V<sub>max</sub>: 56.29&#xa0;nmol/min/mg, K<sub>m</sub>: 67.19&#xa0;&#x3bc;M), CYP1A1 (V<sub>max1</sub>: 1.01&#xa0;nmol/min/pmol CYP, K<sub>m1</sub>: 4.00&#xa0;&#x3bc;M; V<sub>max2</sub>: 4.23&#xa0;nmol/min/pmol CYP, K<sub>m2</sub>: 393.5&#xa0;&#x3bc;M), and CYP1A2 (V<sub>max1</sub>: 1.50&#xa0;nmol/min/pmol CYP, K<sub>m1</sub>: 19.15&#xa0;&#x3bc;M; V<sub>max2</sub>: 2.90&#xa0;nmol/min/pmol CYP, K<sub>m2</sub>: 1,205&#xa0;&#x3bc;M) were calculated (<xref ref-type="fig" rid="F3">Figures 3B&#x2013;D</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Isoform screening for the enzyme-dependent production of 2-O-Mel in various CYP450 isoforms. <bold>(B&#x2013;D)</bold> Kinetic curves of 2-O-Mel generation in HLM <bold>(B)</bold>, CYP1A2 <bold>(C)</bold>, and CYP1A1 <bold>(D)</bold>.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g003.tif"/>
</fig>
<p>Next, we used chemical inhibitors to examine the major CYP450 isoform involved in the metabolism of melatonin to 2-O-Mel. Among various CYP450 inhibitors tested, only &#x3b1;-naphthoflavone and 8-methoxypsoralen, inhibitors for CYP1A1/2, significantly reduced the formation of 2-O-Mel (<xref ref-type="fig" rid="F4">Figure 4A</xref>). This reinforces the major roles of CYP1A1 and CYP1A2 in the enzyme-dependent formation of 2-O-Mel in the normal liver metabolism. Lastly, we examined the enzyme-catalytic metabolism process. As shown in <xref ref-type="fig" rid="F4">Figures 4B&#x2013;E</xref>, the key residues stabilizing the substrate&#x2013;enzyme binding interaction and their contribution formats were evaluated for melatonin with CYP1A1 (<xref ref-type="fig" rid="F4">Figures 4B, C</xref>) and CYP1A2 (<xref ref-type="fig" rid="F4">Figures 4D, E</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Chemical inhibition of 2-O-Mel generation by various CYP450 inhibitors in enzyme-catalytic metabolism progress. <bold>(B&#x2013;E)</bold> Key residues that remarkably stabilize the substrate&#x2013;enzyme binding interaction and their contribution format for melatonin with CYP1A1 <bold>(B)</bold> and CYP1A2 <bold>(D)</bold> and the substrate&#x2013;enzyme interaction of melatonin with CYP1A1<bold>(C)</bold> and CYP1A2 <bold>(E)</bold>.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g004.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 The catalytic mechanism of Mel mediated by CYP450</title>
<p>We determined the crucial role of CYP1A1 and CYP1A2 in the enzyme-dependent formation of 2-O-Mel. The interaction and catalytic mechanisms of CYP450 during the hydroxylation of melatonin were clarified via molecular docking. Following an energy calculation-based model definition scheme, we first obtained stable interaction models for Mel binding in CYP1A1 and CYP1A2, as indicated by the root-mean-square deviation (RMSD) of the system, reaching ideal equilibrium states (<xref ref-type="sec" rid="s10">Supplementary Figure S5</xref>). Mel&#x2019;s interaction mechanism in CYP1A1 and CYP1A2 differs. Before catalysis by CYP1A1, Mel displays stable binding facilitated by surrounding residues like Ile115, Ser116, and Ala317, among others (<xref ref-type="fig" rid="F4">Figures 4B, C</xref>). The heme group, especially in the polar format, is also among the top 10 key residues contributing substantially to the Mel&#x2013;CYP1A1 interaction. The most significant stabilization effect in the Mel&#x2013;CYP1A2 interaction comes from Thr498 and Lys500 (<xref ref-type="fig" rid="F4">Figures 4D, E</xref>). However, in CYP1A2, the heme group did not significantly aid in Mel recognition and binding stabilization, making Mel less favored in CYP1A2 catalysis. This observation aligns with the reduced turnover rate from kinetic studies when compared with CYP1A1 catalysis.</p>
</sec>
<sec id="s3-5">
<title>3.5 The ROS-dependent characteristic of 2-O-Mel formation</title>
<p>Free radicals and reactive oxygen species (ROS) are produced in the cells by enzymatic and non-enzymatic reactions, especially in cancer cells that always maintain a high ROS environment (<xref ref-type="bibr" rid="B47">Zhang et al., 2016</xref>). To confirm the contribution of ROS in the formation of 2-O-Mel in the cancer cells, an <italic>in vitro</italic> assay was conducted using H<sub>2</sub>O<sub>2</sub> as a ROS donor. As shown in <xref ref-type="fig" rid="F5">Figure 5A</xref>, with the increase in the H<sub>2</sub>O<sub>2</sub> concentration (0&#x2013;1&#xa0;mM), the formation of 2-O-Mel gradually rises and tends to be stable at 1&#xa0;mM, complying with the Michaelis&#x2013;Menten behavior. Next, the formation of 2-O-Mel from the concentration-dependent Mel is also analyzed, as shown in <xref ref-type="fig" rid="F5">Figure 5B</xref>. The formation of 2-O-Mel complies with the Michaelis&#x2013;Menten behavior, and the obtained K<sub>m</sub> is 300&#xa0;&#x3bc;M. Moreover, the formation of 2-O-Mel in the presence of H<sub>2</sub>O<sub>2</sub> is blocked by GSH (a ROS-scavenger) in a dose-dependent manner (<xref ref-type="fig" rid="F5">Figure 5C</xref>). Previous studies indicated that various CYP450 isoforms exhibited an abnormal expression in the tumor microenvironment, for example, low expression of CYP1A1/2 in cancer cells. The aforementioned results suggested that apart from the enzyme-dependent formation of 2-O-Mel, ROS played a vital role in the metabolism of 2-O-Mel, which is the major metabolic pathway in cancer cells.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Enzyme-independent production of 2-O-Mel under different concentrations of H<sub>2</sub>O<sub>2</sub>. <bold>(B)</bold> Kinetic curve of 2-O-Mel production in the saturated H<sub>2</sub>O<sub>2</sub> concentration. <bold>(C)</bold> Dose-dependent inhibition of GSH toward 2-O-Mel production.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g005.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>3.6 The ROS-dependent 2-O-Mel in cancer cells</title>
<p>In HepG2 cells, we established a model of reactive oxygen species (ROS) production induced by acetaminophen (APAP). As indicated in <xref ref-type="fig" rid="F6">Figure 6</xref>, ROS production was measured using an ROS assay kit. The results demonstrated a dose-dependent (0&#x2013;10&#xa0;mM) and time-dependent (0&#x2013;24&#xa0;h) increase in ROS production in the presence of APAP. Alongside this, we quantitatively analyzed the formation of 2-O-Mel. As hypothesized, the production of 2-O-Mel in cancer cells in the presence of APAP mirrored the ROS levels, indicating both time and dose dependency. This evidence further supports the concept of ROS-mediated 2-O-Mel formation in cancer cells. These findings provide compelling evidence that ROS plays a key role in the formation of 2-O-Mel in cancer cells. Further research is required to explore the implications of this ROS-dependent metabolic pathway for cancer cell behavior and potential therapeutic strategies.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Production of ROS with the time change (0&#x2013;24&#xa0;h) under APAP treatment (the measurement of ROS is assayed using a ROS assay kit (DCFH-DA)). <bold>(B)</bold> Production of 2-O-Mel with the time change (0&#x2013;24&#xa0;h) under APAP treatment. <bold>(C)</bold> Production of ROS with the time change (0&#x2013;24&#xa0;h) under APAP treatment. <bold>(D)</bold> Production of 2-O-Mel with an increase in the concentration of APAP.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g006.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>3.7 The mechanism of ROS-dependent formation of 2-O-Mel</title>
<p>We experimentally observed this interesting phenomenon and explored the reaction mechanism of melatonin (Mel) with H<sub>2</sub>O<sub>2</sub> to produce 2-hydroxymelatonin (2-O-Mel) by density functional theory (DFT) computations. The first step involves the O1&#x2012;H3 group of H<sub>2</sub>O<sub>2</sub> attacking the carbon C1 atom of the Mel molecule. This forms a new C1&#x2012;O1H3 bond and transfers H2 (N1&#x2012;H2) to another O2-H4 of H<sub>2</sub>O<sub>2</sub> through a transitional state, called TS1<sub>H2O2</sub>&#x2019; (<xref ref-type="sec" rid="s10">Supplementary Figure S6</xref>). This reaction must overcome an energy barrier of 27.2 [26.5] kcal&#xa0;mol<sup>&#x2212;1</sup>. This higher energy barrier prompted the search for an alternative route (<xref ref-type="fig" rid="F7">Figure 7A</xref>) by examining if the H<sub>2</sub>O molecule could assist the transformation. To our delight, the substrate went through a lower transition state TS1<sub>H2O2</sub> [3.8 (7.4) kcal&#xa0;mol<sup>&#x2212;1</sup>] to generate an intermediate Int1<sub>H2O2</sub> by an energy release of 57.0 [51.6] kcal&#xa0;mol<sup>&#x2212;1</sup>. During this step, extra H<sub>2</sub>O aids in forming the C1&#x2013;O1H3 bond and breaking the O1&#x2013;O2/N1&#x2013;H2 bonds. In reverse, the H proton (NBO charges: H1: 0.507, H2: 0.544, and H5: 0.576) deliveries generate the final product 2-O-Mel and two molecules of H<sub>2</sub>O. This change must surpass an energy barrier of 14.7 [17.4] kcal&#xa0;mol<sup>&#x2212;1</sup> (known as TS2<sub>H2O2</sub>) and release energy at a rate of 7.3 [11.7] mol<sup>&#x2212;1</sup>. Comparatively, the process assisted by H<sub>2</sub>O is more favored and occurs more easily under the reaction conditions. Therefore, H<sub>2</sub>O plays an important role in the hydroxylation of melatonin. The geometric analysis indicated that one hydrogen-bond interaction (distance in 1.84&#xa0;&#xc5;) between the H3 atom of -O1H3 and the O3 atom of -C&#x3d;O exists in the transition state TS2<sub>H2O2</sub>. This additional interaction stabilizes TS2<sub>H2O2</sub> and makes the hydroxylation of Mel accessible.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Energy profiles (<italic>E</italic>
<sub>gas</sub> (<italic>E</italic>
<sub>sol</sub>), kcal&#xa0;mol<sup>&#x2212;1</sup>) for <bold>(A)</bold> the reaction of melatonin (Mel) with H<sub>2</sub>O<sub>2</sub> to produce 2-hydroxymelatonin (2-O-Mel) and <bold>(B)</bold> the hydroxylation reaction of melatonin (Mel) by the cytochrome P450 enzyme (Cpd I) to produce 2-hydroxymelatonin (2-O-Mel).</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g007.tif"/>
</fig>
<p>Furthermore, the hydroxylation reaction of melatonin <italic>in vivo</italic> was also studied by DFT computation. Numerous computational studies confirmed that the hydroxylation reaction generally occurs via two steps, viz., hydrogen abstraction and OH rebound (<xref ref-type="bibr" rid="B25">Meunier et al., 2004</xref>; <xref ref-type="bibr" rid="B42">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). Combined with the aforementioned H<sub>2</sub>O<sub>2</sub>-participating process, two H-abstractions from C1&#x2012;H1 and N1&#x2012;H2 bonds were tried. However, the transition state of the former could not be located. The process was discovered to be endergonic by 25.6 [24.4] kcal&#xa0;mol<sup>&#x2212;1</sup> by directly optimizing the product (<sup>4/2</sup>Int1<sub>p450</sub>&#x2019;) of H1 transfer (<xref ref-type="sec" rid="s10">Supplementary Figure S6B</xref>). By contrast, the H2 (NBO charges: 0.245/0.248) transfer of N1&#x2012;H2 must overcome an extreme energy barrier (<sup>4</sup>TS1<sub>p450</sub>: 0.5 [&#x2012;1.7])/<sup>2</sup>TS1<sub>p450</sub>: 0.9 [&#x2012;1.7]) kcal mol&#x2212;1 for HS/LS at the E<sub>gas</sub>/E<sub>sol</sub> level (<xref ref-type="fig" rid="F7">Figure 7B</xref>). This H transfer becomes a barrierless process in the bulk polar effect (<xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). Therefore, the later H-abstraction from the N&#x2012;H bond is easier to take place than that from the C&#x2012;H bond. Further spin density (<xref ref-type="sec" rid="s10">Supplementary Table S2</xref>) and NBO charge analyses showed that the NBO charges and spin densities of the H2 atom in transition states <sup>4</sup>TS1<sub>p450</sub>/<sup>2</sup>TS1<sub>p450</sub> are 0.245/0.248 and &#x2212;0.01/0.00, respectively. However, the spin density distribution on the &#x201c;substrate Mel&#x201d; moiety in <sup>4</sup>Int1<sub>p450</sub>/<sup>2</sup>Int1<sub>p450</sub> approaches &#xb1;1. Therefore, this H-abstraction follows the proton-coupled electron transfer (PCET) (<xref ref-type="bibr" rid="B24">Mayer et al., 2002</xref>; <xref ref-type="bibr" rid="B13">Hirao and Chuanprasit, 2015</xref>; <xref ref-type="bibr" rid="B18">Li et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). Starting from the intermediate <sup>4</sup>Int1<sub>p450</sub>/<sup>2</sup>Int1<sub>p450</sub>, the OH atom rebounds to the C1 atom. This happens through an energy barrier of 5.5 [5.4] kcal&#xa0;mol<sup>&#x2212;1</sup> and results in a high spin state, releasing energy and forming the <sup>4</sup>Int2<sub>p450</sub> intermediate an energy release of 21.3 [21.1] kcal&#xa0;mol<sup>&#x2212;1</sup>, whereas the transition state of OH-rebound for the doublet spin state was not located. This situation is coincided with the P450-catalyzed C&#x2013;H bond hydroxylation reported; therein, the OH-rebound route often becomes barrierless on the LS state (<xref ref-type="bibr" rid="B25">Meunier et al., 2004</xref>; <xref ref-type="bibr" rid="B42">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Zhang et al., 2017</xref>). In <sup>4</sup>Int2<sub>p450</sub>/<sup>2</sup>Int2<sub>p450</sub>, a similar part (shadow) can be observed in Int1<sub>H2O2</sub>; therefore, we guess that the same H proton delivery occurs both in H<sub>2</sub>O<sub>2</sub> and P450 systems. Furthermore, another transition state TS3<sub>p450</sub> (<xref ref-type="sec" rid="s10">Supplementary Figure S6C</xref>), as a TS2<sub>H2O2</sub> chiral isomer, was optimized. Here also, it must overcome the same energy barrier of 14.7 [17.4] kcal&#xa0;mol<sup>&#x2212;1</sup>. The optimized geometries for key transition states are shown in <xref ref-type="sec" rid="s10">Supplementary Figure S7</xref>.</p>
<p>In conclusion, our DFT computations of the ROS-dependent formation of 2-O-Mel indicate that both water molecules and the &#x2013;NHC &#x3d; O group play a vital role in this hydroxylation reaction. The rate-controlling steps in both mentioned systems involve the hydrogen delivery assisted by two water molecules and an additional hydrogen-bond interaction. Our findings provide a more comprehensive understanding of the reaction mechanism of Mel with H<sub>2</sub>O<sub>2</sub>, which could be beneficial for future research on cancer metabolism and therapeutics.</p>
</sec>
<sec id="s3-8">
<title>3.8 The application of ROS-dependent formation of 2-O-Mel</title>
<p>In humans, hemoglobin is a vital function protein responsible for carrying oxygen in blood. Reactive oxygen is the major form of oxygen in hemoglobin. In this study, fresh blood was proved to possess the ability to catalyze the hydroxylation of Mel to generate 2-O-Mel. Thus, human blood from 149 healthy individuals was incubated with Mel, and the formation of 2-O-Mel was measured. The detailed method is described in <xref ref-type="sec" rid="s2-12">Section 2.12</xref>. As shown in <xref ref-type="fig" rid="F8">Figure 8</xref>, all the blood samples catalyzed the reaction of Mel hydroxylation to form 2-O-Mel, but the catalytic efficiency was significantly different. The results of routine blood test analysis showed a high correlation between the production of 2-O-Mel and hemoglobin concentration in individual blood samples, with the coefficient r-value being 0.787. In view of hemoglobin having the capacity of carrying reactive oxygen, our results indicated that the production of 2-O-Mel could reflect the oxygen-carrying capacity of hemoglobin to some extent.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Correlation analysis between the production of 2-O-Mel in the plasma incubation system in the presence of Mel and the concentration of hemoglobin from 149 individuals <italic>in clinics</italic>.</p>
</caption>
<graphic xlink:href="fchem-11-1229199-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>Mel, as an endogenous tryptophan-derived molecule, possesses powerful bioactivity in the progress of various diseases (<xref ref-type="bibr" rid="B15">Kennaway, 2019</xref>). In the previous study, the metabolism pathway of Mel in humans had been fully elucidated, which was mainly the enzyme-dependent metabolic progress. In our present study, the metabolism pathway of Mel in cancer cells was identified, seven novel metabolites were detected, and these findings further enriched the Mel metabolic network, especially in cancer cells. The metabolism heterogeneity in cancer cells indicated that the drug metabolism in cancer cells might be abnormal than in the liver and requires targeted research, and the metabolism progresses in cancer cells would provide some important guidance for the treatment. Free radicals and reactive oxygen species (ROS) are produced in the cells in enzymatic and non-enzymatic reactions (<xref ref-type="bibr" rid="B47">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="B26">Moloney and Cotter, 2018</xref>; <xref ref-type="bibr" rid="B45">Yang and Lian, 2020</xref>). Generally, Mel is also known as a ROS tracker that eliminates the ROS state; however, the ROS-dependent metabolism of Mel had not been fully illustrated, except for <italic>N</italic>
<sup>1</sup>-acetyl-<italic>N</italic>
<sup>2</sup>-formyl-5 methoxykynuramine (AFMK) and AMK production. Herein, 2-O-Mel, as a major ROS-dependent metabolite in cancer cells, was confirmed, which was another ROS-dependent elimination type, especially in cancer cells. Additionally, CYP450 also catalyzed the 2-O-Mel production, although they had low catalytic activity. It is worth noting that the metabolic heterogeneity of Mel between cancer cells and the liver or intestine tissues also suggested that there may be abnormalities in drug metabolism in cancer cells, which deserves further and detailed research. Additionally, the CYP450 enzyme-dependent 2-O-Mel production had also enriched, and the catalytic mechanism had also been illustrated. The geometrical optimization in the use of B3LYP/6&#x2013;311&#x2b;G (2d, p) was involved to provide a rational starting point for the under-studied ligand Mel when it comes to docking simulation. In addition, partial charges are important parameters when building the force field for the studied ligand Mel before MD simulation. In this case, we involve QM-level studies for such rational preparations. In one word, our results indicated that the ROS-dependent 2-O-Mel production is another pathway of Mel in clearing oxygen free radicals, especially in cancer cells. Finally, 2-O-Mel generation had been applied to measure the oxygen-carrying capability of hemoglobin. The obtained result indicated that the hemoglobin carried by oxygen was also a form of reactive oxygen (<xref ref-type="bibr" rid="B46">Zapora and Jarocka, 2013</xref>). All our findings not only enriched the metabolic pathway of Mel but also provided some useful guidance for the rational use of Mel, especially under the abnormal state (inflammation, cancer, acute infection, or other high ROS-intensive diseases) of our body in daily life.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>In summary, the metabolic pathway of Mel in cancer cells was improved and enriched, and seven novel metabolites were discovered in cancer cells. Among them, 2-O-Mel proved to be the major metabolite style in cancer cells. Our results suggested that the generation of 2-O-Mel was ROS- and CYP1A1/2-dependent. Although the heme group in CYP450 participated in the enzyme-dependent catalytic reaction, quantitative analysis fully confirmed that ROS catalysis was the major source of 2-O-Mel in cancer cells. Moreover, the production of 2-O-Mel exhibited a good linear correlation with the concentration of hemoglobin, the active oxygen carrier in blood. Our results indicated that Mel also undergoes an extensive metabolism in the blood. Finally, the catalytic mechanisms of ROS and CYP450 toward Mel were fully elucidated by MD and DFT studies. The reactive oxygen species-mediated Mel conversing to 2-O-Mel not only provided a novel <italic>in vitro</italic> assay method to evaluate the oxygen-carrying capability of hemoglobin but also suggested ROS playing a significant role in the drug metabolism should be paid more attention.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" 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 in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>XT and XK performed and wrote the manuscript. LF and FY conducted the experiments and analyzed the data. XL, XH, and JP analyzed the data. JY and XK collected and processed the samples. JY, XM, and LD revised the manuscript. JP, XM, and LD conceived the project and revised the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack>
<p>The authors thank the National Natural Science Foundation of China (82004211 and 22171038), the Dalian Medical Science Research Program (2012024), and the Introduced Talent Research Start-up Fund of The Second Hospital of Dalian Medical University (YJRS202301).</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<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 sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<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.2023.1229199/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2023.1229199/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barone</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Cossi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tomasi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Geometry optimization of molecular structures in solution by the polarizable continuum model</article-title>. <source>J. Comput. Chem.</source> <volume>19</volume>, <fpage>404</fpage>&#x2013;<lpage>417</lpage>. <pub-id pub-id-type="doi">10.1002/(sici)1096-987x(199803)19:4&#x3c;404::aid-jcc3&#x3e;3.0.co;2-w</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Becke</surname>
<given-names>A. D.</given-names>
</name>
</person-group> (<year>1993</year>). <article-title>Density-functional thermochemistry. III. The role of exact exchange</article-title>. <source>J. Chem. Phys.</source> <volume>98</volume>, <fpage>5648</fpage>&#x2013;<lpage>5652</lpage>. <pub-id pub-id-type="doi">10.1063/1.464913</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Becke</surname>
</name>
<name>
<surname>Axel</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Density-functional thermochemistry. I. The effect of the exchange-only gradient correction</article-title>. <source>J. Chem. Phys.</source> <volume>96</volume>, <fpage>2155</fpage>&#x2013;<lpage>2160</lpage>. <pub-id pub-id-type="doi">10.1063/1.462066</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cardinali</surname>
<given-names>D. P.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Melatonin and healthy aging</article-title>. <source>Vitam. Horm.</source> <volume>115</volume>, <fpage>67</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1016/bs.vh.2020.12.004</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carrascal</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Nunez-Abades</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ayala</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cano</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Role of melatonin in the inflammatory process and its therapeutic potential</article-title>. <source>Curr. Pharm. Des.</source> <volume>24</volume>, <fpage>1563</fpage>&#x2013;<lpage>1588</lpage>. <pub-id pub-id-type="doi">10.2174/1381612824666180426112832</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cipolla-Neto</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Amaral</surname>
<given-names>F. G. D.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Melatonin as a hormone: new physiological and clinical insights</article-title>. <source>Endocr. Rev.</source> <volume>39</volume>, <fpage>990</fpage>&#x2013;<lpage>1028</lpage>. <pub-id pub-id-type="doi">10.1210/er.2018-00084</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ning</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Metabolic profile of 3-Acetyl-11-Keto-beta-Boswellic acid and 11-Keto-beta-Boswellic acid in human preparations <italic>in vitro</italic>, species differences, and bioactivity variation</article-title>. <source>AAPS J.</source> <volume>18</volume>, <fpage>1273</fpage>&#x2013;<lpage>1288</lpage>. <pub-id pub-id-type="doi">10.1208/s12248-016-9945-7</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Visser</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Shaik</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>A proton-shuttle mechanism mediated by the porphyrin in benzene hydroxylation by cytochrome p450 enzymes</article-title>. <source>J. Am. Chem. Soc.</source> <volume>125</volume>, <fpage>7413</fpage>&#x2013;<lpage>7424</lpage>. <pub-id pub-id-type="doi">10.1021/ja034142f</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Frisch</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Trucks</surname>
<given-names>G. W.</given-names>
</name>
<name>
<surname>Schlegel</surname>
<given-names>H. B.</given-names>
</name>
<name>
<surname>Scuseria</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Robb</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Cheeseman</surname>
<given-names>J. R.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <source>Gaussian 16 revision C.01</source>. <publisher-loc>Wallingford, CT</publisher-loc>: <publisher-name>Gaussian, Inc</publisher-name>.</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grimme</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Semiempirical GGA-type density functional constructed with a long-range dispersion correction</article-title>. <source>J. Comput. Chem.</source> <volume>27</volume>, <fpage>1787</fpage>&#x2013;<lpage>1799</lpage>. <pub-id pub-id-type="doi">10.1002/jcc.20495</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hackett</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Sanan</surname>
<given-names>T. T.</given-names>
</name>
<name>
<surname>Hadad</surname>
<given-names>C. M.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Oxidative dehalogenation of perhalogenated benzenes by cytochrome P450 compound I</article-title>. <source>Biochemistry</source> <volume>46</volume>, <fpage>5924</fpage>&#x2013;<lpage>5940</lpage>. <pub-id pub-id-type="doi">10.1021/bi700365x</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hardeland</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Pandi-Perumal</surname>
<given-names>S. R.</given-names>
</name>
<name>
<surname>Cardinali</surname>
<given-names>D. P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Melatonin</article-title>. <source>Int. J. Biochem. Cell Biol.</source> <volume>38</volume>, <fpage>313</fpage>&#x2013;<lpage>316</lpage>. <pub-id pub-id-type="doi">10.1016/j.biocel.2005.08.020</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hirao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chuanprasit</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>An attempt to evaluate the effect of proton-coupled electron transfer on the H-abstraction step of the reaction between 1,1-dimethylhydrazine and cytochrome P450 compound I</article-title>. <source>Chem. Phys. Lett.</source> <volume>621</volume>, <fpage>188</fpage>&#x2013;<lpage>192</lpage>. <pub-id pub-id-type="doi">10.1016/j.cplett.2014.12.027</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>The natural anthraquinones from Rheum palmatum induced the metabolic disorder of melatonin by inhibiting human CYP and SULT enzymes</article-title>. <source>Toxicol. Lett.</source> <volume>262</volume>, <fpage>27</fpage>&#x2013;<lpage>38</lpage>. <pub-id pub-id-type="doi">10.1016/j.toxlet.2016.09.004</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kennaway</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A critical review of melatonin assays: past and present</article-title>. <source>J. pineal Res.</source> <volume>67</volume>, <fpage>e12572</fpage>. <pub-id pub-id-type="doi">10.1111/jpi.12572</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kistiakowsky</surname>
<given-names>G. B.</given-names>
</name>
<name>
<surname>Williams</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>1955</year>). <article-title>The kinetics of coordinate bond formation. II</article-title>. <source>J. Chem. Phys.</source> <volume>23</volume>, <fpage>334</fpage>&#x2013;<lpage>338</lpage>. <pub-id pub-id-type="doi">10.1063/1.1741962</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Parr</surname>
<given-names>R. G.</given-names>
</name>
</person-group> (<year>1988</year>). <article-title>Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density</article-title>. <source>Phys. Rev. B Condens Matter</source> <volume>37</volume>, <fpage>785</fpage>&#x2013;<lpage>789</lpage>. <pub-id pub-id-type="doi">10.1103/physrevb.37.785</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>Q. C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Bio-activation of 4-alkyl analogs of 1,4-dihydropyridine mediated by cytochrome P450 enzymes</article-title>. <source>J. Biol. Inorg. Chem.</source> <volume>20</volume>, <fpage>665</fpage>&#x2013;<lpage>673</lpage>. <pub-id pub-id-type="doi">10.1007/s00775-015-1252-8</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Clough</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Hutchinson</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Adamah-Biassi</surname>
<given-names>E. B.</given-names>
</name>
<name>
<surname>Popovska-Gorevski</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dubocovich</surname>
<given-names>M. L.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>MT1 and MT2 melatonin receptors: a therapeutic perspective</article-title>. <source>Annu. Rev. Pharmacol. Toxicol.</source> <volume>56</volume>, <fpage>361</fpage>&#x2013;<lpage>383</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-pharmtox-010814-124742</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loh</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Reiter</surname>
<given-names>R. J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Melatonin: regulation of biomolecular condensates in neurodegenerative disorders</article-title>. <source>Antioxidants (Basel)</source> <volume>10</volume>, <fpage>1483</fpage>. <pub-id pub-id-type="doi">10.3390/antiox10091483</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lonsdale</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Harvey</surname>
<given-names>J. N.</given-names>
</name>
<name>
<surname>Mulholland</surname>
<given-names>A. J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Inclusion of dispersion effects significantly improves accuracy of calculated reaction barriers for cytochrome P450 catalyzed reactions</article-title>. <source>J. Phys. Chem. Lett.</source> <volume>1</volume>, <fpage>3232</fpage>&#x2013;<lpage>3237</lpage>. <pub-id pub-id-type="doi">10.1021/jz101279n</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Idle</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Krausz</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Gonzalez</surname>
<given-names>F. J.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Metabolism of melatonin by human cytochromes p450</article-title>. <source>Drug metabolism Dispos. Biol. fate Chem.</source> <volume>33</volume>, <fpage>489</fpage>&#x2013;<lpage>494</lpage>. <pub-id pub-id-type="doi">10.1124/dmd.104.002410</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maroufi</surname>
<given-names>N. F.</given-names>
</name>
<name>
<surname>Vahedian</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Hemati</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Rashidi</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Akbarzadeh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zahedi</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Targeting cancer stem cells by melatonin: effective therapy for cancer treatment</article-title>. <source>Pathol. Res. Pract.</source> <volume>216</volume>, <fpage>152919</fpage>. <pub-id pub-id-type="doi">10.1016/j.prp.2020.152919</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mayer</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Hrovat</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Thomas</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Borden</surname>
<given-names>W. T.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Proton-coupled electron transfer versus hydrogen atom transfer in benzyl/toluene, methoxyl/methanol, and phenoxyl/phenol self-exchange reactions</article-title>. <source>J. Am. Chem. Soc.</source> <volume>124</volume>, <fpage>11142</fpage>&#x2013;<lpage>11147</lpage>. <pub-id pub-id-type="doi">10.1021/ja012732c</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meunier</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>de Visser</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Shaik</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Mechanism of oxidation reactions catalyzed by cytochrome p450 enzymes</article-title>. <source>Chem. Rev.</source> <volume>104</volume>, <fpage>3947</fpage>&#x2013;<lpage>3980</lpage>. <pub-id pub-id-type="doi">10.1021/cr020443g</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moloney</surname>
<given-names>J. N.</given-names>
</name>
<name>
<surname>Cotter</surname>
<given-names>T. G.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>ROS signalling in the biology of cancer</article-title>. <source>Seminars Cell &#x26; Dev. Biol.</source> <volume>80</volume>, <fpage>50</fpage>&#x2013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1016/j.semcdb.2017.05.023</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sansen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yano</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Reynald</surname>
<given-names>R. L.</given-names>
</name>
<name>
<surname>Schoch</surname>
<given-names>G. A.</given-names>
</name>
<name>
<surname>Griffin</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Stout</surname>
<given-names>C. D.</given-names>
</name>
<etal/>
</person-group> (<year>2007</year>). <article-title>Adaptations for the oxidation of polycyclic aromatic hydrocarbons exhibited by the structure of human P450 1A2</article-title>. <source>J. Biol. Chem.</source> <volume>282</volume>, <fpage>14348</fpage>&#x2013;<lpage>14355</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.m611692200</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaik</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>de Visser</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Altun</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Thiel</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Theoretical perspective on the structure and mechanism of cytochrome P450 enzymes</article-title>. <source>Chem. Rev.</source> <volume>105</volume>, <fpage>2279</fpage>&#x2013;<lpage>2328</lpage>. <pub-id pub-id-type="doi">10.1021/cr030722j</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Slominski</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>Hardeland</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Zmijewski</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Slominski</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Reiter</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Paus</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Melatonin: a cutaneous perspective on its production, metabolism, and functions</article-title>. <source>J. Invest. Dermatol</source> <volume>138</volume>, <fpage>490</fpage>&#x2013;<lpage>499</lpage>. <pub-id pub-id-type="doi">10.1016/j.jid.2017.10.025</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stine</surname>
<given-names>Z. E.</given-names>
</name>
<name>
<surname>Schug</surname>
<given-names>Z. T.</given-names>
</name>
<name>
<surname>Salvino</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Dang</surname>
<given-names>C. V.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Targeting cancer metabolism in the era of precision oncology</article-title>. <source>Nat. Rev. Drug Discov.</source> <volume>21</volume>, <fpage>141</fpage>&#x2013;<lpage>162</lpage>. <pub-id pub-id-type="doi">10.1038/s41573-021-00339-6</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Gusdon</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Qu</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effects of melatonin on cardiovascular diseases: progress in the past year</article-title>. <source>Curr. Opin. Lipidol.</source> <volume>27</volume>, <fpage>408</fpage>&#x2013;<lpage>413</lpage>. <pub-id pub-id-type="doi">10.1097/mol.0000000000000314</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Talib</surname>
<given-names>W. H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Melatonin and cancer hallmarks</article-title>. <source>Molecules</source> <volume>23</volume>, <fpage>518</fpage>. <pub-id pub-id-type="doi">10.3390/molecules23030518</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Talib</surname>
<given-names>W. H.</given-names>
</name>
<name>
<surname>Alsayed</surname>
<given-names>A. R.</given-names>
</name>
<name>
<surname>Abuawad</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Daoud</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mahmod</surname>
<given-names>A. I.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Melatonin in cancer treatment: current knowledge and future opportunities</article-title>. <source>Molecules</source> <volume>26</volume>, <fpage>2506</fpage>. <pub-id pub-id-type="doi">10.3390/molecules26092506</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>D. X.</given-names>
</name>
<name>
<surname>Manchester</surname>
<given-names>L. C.</given-names>
</name>
<name>
<surname>Esteban-Zubero</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Reiter</surname>
<given-names>R. J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Melatonin as a potent and inducible endogenous antioxidant: synthesis and metabolism</article-title>. <source>Molecules</source> <volume>20</volume>, <fpage>18886</fpage>&#x2013;<lpage>18906</lpage>. <pub-id pub-id-type="doi">10.3390/molecules201018886</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Sulfation of melatonin: enzymatic characterization, differences of organs, species and genders, and bioactivity variation</article-title>. <source>Biochem. Pharmacol.</source> <volume>94</volume>, <fpage>282</fpage>&#x2013;<lpage>296</lpage>. <pub-id pub-id-type="doi">10.1016/j.bcp.2015.02.010</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>A molecular-splicing strategy for constructing a near-infrared fluorescent probe for UDP-glucuronosyltransferase 1A1</article-title>. <source>Angew. Chem. Int. Ed. Engl.</source> <volume>60</volume>, <fpage>24566</fpage>&#x2013;<lpage>24572</lpage>. <pub-id pub-id-type="doi">10.1002/anie.202109479</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tordjman</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chokron</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Delorme</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Charrier</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bellissant</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Jaafari</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Melatonin: pharmacology, functions and therapeutic benefits</article-title>. <source>Curr. Neuropharmacol.</source> <volume>15</volume>, <fpage>434</fpage>&#x2013;<lpage>443</lpage>. <pub-id pub-id-type="doi">10.2174/1570159x14666161228122115</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tracy</surname>
<given-names>T. S.</given-names>
</name>
<name>
<surname>Hummel</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Modeling kinetic data from <italic>in vitro</italic> drug metabolism enzyme experiments</article-title>. <source>Drug Metab. Rev.</source> <volume>36</volume>, <fpage>231</fpage>&#x2013;<lpage>242</lpage>. <pub-id pub-id-type="doi">10.1081/dmr-120033999</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trott</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Olson</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Vina</surname>
<given-names>A. D.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading</article-title>. <source>J. Comput. Chem.</source> <volume>31</volume>, <fpage>455</fpage>&#x2013;<lpage>461</lpage>. <pub-id pub-id-type="doi">10.1002/jcc.21334</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Walsh</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Szklarz</surname>
<given-names>G. D.</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>E. E.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Human cytochrome P450 1A1 structure and utility in understanding drug and xenobiotic metabolism</article-title>. <source>J. Biol. Chem.</source> <volume>288</volume>, <fpage>12932</fpage>&#x2013;<lpage>12943</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.m113.452953</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Luan</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Inhibition of melatonin metabolism in humans induced by chemical components from herbs and effective prediction of this risk using a computational model</article-title>. <source>Br. J. Pharmacol.</source> <volume>173</volume>, <fpage>3261</fpage>&#x2013;<lpage>3275</lpage>. <pub-id pub-id-type="doi">10.1111/bph.13612</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Transformation pathways of MeO-PBDEs catalyzed by active center of P450 enzymes: a DFT investigation employing 6-MeO-BDE-47 as a case</article-title>. <source>Chemosphere</source> <volume>120</volume>, <fpage>631</fpage>&#x2013;<lpage>636</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2014.09.105</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Computational toxicological investigation on the mechanism and pathways of xenobiotics metabolized by cytochrome P450: a case of BDE-47</article-title>. <source>Environ. Sci. Technol.</source> <volume>46</volume>, <fpage>5126</fpage>&#x2013;<lpage>5133</lpage>. <pub-id pub-id-type="doi">10.1021/es203718u</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Shaik</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Theoretical study of N-demethylation of substituted N,N-dimethylanilines by cytochrome P450: the mechanistic significance of kinetic isotope effect profiles</article-title>. <source>J. Phys. Chem. B</source> <volume>111</volume>, <fpage>7700</fpage>&#x2013;<lpage>7710</lpage>. <pub-id pub-id-type="doi">10.1021/jp072347v</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lian</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>ROS and diseases: role in metabolism and energy supply</article-title>. <source>Mol. Cell Biochem.</source> <volume>467</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1007/s11010-019-03667-9</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zapora</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Jarocka</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Hemoglobin--source of reactive oxygen species</article-title>. <source>Postepy Hig. Med. Dosw (Online)</source> <volume>67</volume>, <fpage>214</fpage>&#x2013;<lpage>220</lpage>. <pub-id pub-id-type="doi">10.5604/17322693.1043334</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Vikash</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>ROS and ROS-mediated cellular signaling</article-title>. <source>Oxid. Med. Cell Longev.</source> <volume>2016</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1155/2016/4350965</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Suicide inhibition of cytochrome P450 enzymes by cyclopropylamines via a ring-opening mechanism: proton-coupled electron transfer makes a difference</article-title>. <source>Front. Chem.</source> <volume>5</volume>, <fpage>3</fpage>. <pub-id pub-id-type="doi">10.3389/fchem.2017.00003</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>