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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2022.1108922</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Comorbidity in patients with psychiatric disorders: Epidemiological and molecular perspectives</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Lin</surname> <given-names>Yezhe</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="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/612730/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Liliang</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1477636/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Guan</surname> <given-names>Fanglin</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/726363/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yin</surname> <given-names>Dou</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1280685/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychiatry and Behavioral Science, Virginia Tech Carilion School of Medicine, Carilion Clinic</institution>, <addr-line>Roanoke, VA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Clinical Research Center for Mental Disorders, Chinese-German Institute of Mental Health, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Forensic Medicine, School of Basic Medical Sciences, Fudan University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Xi&#x00027;an Jiaotong University Health Science Center, Xi&#x00027;an</institution>, <addr-line>Shaanxi</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Ming D. Li, Zhejiang University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Yezhe Lin &#x02709; <email>yezhe.lin&#x00040;foxmail.com</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Molecular Psychiatry, a section of the journal Frontiers in Psychiatry</p></fn></author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1108922</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Lin, Li, Guan and Yin.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Lin, Li, Guan and Yin</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/27757/comorbidity-in-patients-with-psychiatric-disorders-epidemiological-and-molecular-perspectives" ext-link-type="uri">Editorial on the Research Topic <article-title>Comorbidity in patients with psychiatric disorders: Epidemiological and molecular perspectives</article-title></related-article>
<kwd-group>
<kwd>multidisciplinary</kwd>
<kwd>comorbidity</kwd>
<kwd>psychiatric disorder</kwd>
<kwd>epidemiology</kwd>
<kwd>molecular</kwd>
<kwd>forensic</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="10"/>
<page-count count="3"/>
<word-count count="1723"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>While psychiatric disorders are becoming the leading causes of global burdens in recent years (<xref ref-type="bibr" rid="B1">1</xref>), their comorbidities are prevalent and invariably affect individual&#x00027;s quality of life and life expectancy (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). The disparities and discrepancies of comorbidities in different mental disorders indicate the potential shared underlying mechanisms. Comorbidity was recognized as one of the major contributors to unnatural deaths (e.g., suicide, homicide, or accident etc.) and natural deaths (e.g., sudden cardiac deaths). Given the complexity of the etiologies and interventions for comorbidities of psychiatric disorders (<xref ref-type="bibr" rid="B4">4</xref>), studies usually require a multidisciplinary approach, from public health to microscope, from epidemiology to molecular biology.</p></sec>
<sec id="s2">
<title>Epidemiology</title>
<p>In a secondary analysis from the 2016&#x02013;2018 National Inpatient Sample Dataset (NISD) on adolescents aged 12&#x02013;17, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.933524">Sun et al.</ext-link> investigated the prevalence and comorbidities of homicidal ideation (HI) in this young population. They found that in a total of 18,935 patients (mean age: 14.5) with the diagnosis of HI, patients were more likely to be male compared to the control group (58.7 vs. 41.2%, <italic>p</italic> &#x0003C; 0.001). Major depression [Odds ratio (OR): 2.66, <italic>p</italic> &#x0003C; 0.001], bipolar disorder (OR: 3.52, <italic>p</italic> &#x0003C; 0.001), anxiety disorder (OR: 1.85, <italic>p</italic> &#x0003C; 0.001), ADHD and other conduct disorders (OR: 4.01, <italic>p</italic> &#x0003C; 0.001), schizophrenia (OR: 4.35, <italic>p</italic> &#x0003C; 0.001) are significantly more common in adolescents with HI. Furthermore, suicidality was prevalent in 66.9% of patients with HI.</p></sec>
<sec id="s3">
<title>Mechanisms of comorbidity and interventions</title>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.839173">Chen, Ju, et al.</ext-link> and Zhu et al. (<xref ref-type="bibr" rid="B5">5</xref>) explored the psychological and molecular mechanisms underlying the highly overlapping condition of depression and pain. Catastrophizing and anxious thoughts could mediate comorbid depression and chronic pain (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.839173">Chen, Ju, et al.</ext-link>). In the mice model of comorbid depression and chronic pain developed by the administration of dextran sodium sulfate (DSS) and the induction of chronic unpredictable psychological stress (CUS), the authors found that both mRNA and protein levels for Iba-1, Brain-Derived Neurotrophic Factor (BDNF), and cAMP response element-binding protein (CREB) were decreased in line with the lower microglia density in the medial prefrontal cortex (mPFC) (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Metabolic side effects induced by second-generation antipsychotics (SGA) remain a serious issue and could draw back their therapeutic effect (<xref ref-type="bibr" rid="B6">6</xref>). It was indicated in adult studies that metformin could counteract the metabolic side effects of SGA (<xref ref-type="bibr" rid="B7">7</xref>). A meta-analysis by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.933570">Mansuri et al.</ext-link> collectively explored the therapeutic and side effects of metformin in children and adolescents treated with SGA from randomized controlled trials. In a total of 213 patients (metformin: 106; control:107), 12&#x02013;16 weeks of metformin therapy had a significant reduction in weight [mean difference (MD): &#x02212;4.53 lbs, <italic>p</italic>-value &#x0003C; 0.001], BMI <italic>z</italic> score (MD, &#x02212;0.09, <italic>p</italic>-value: 0.004), and insulin resistance (MD: &#x02212;1.38, <italic>p</italic>-value: 0.002) compared to controls. However, more nausea-vomiting (OR: 4.07, <italic>p</italic>-value: 0.02), and diarrhea (OR: 2.93, <italic>p</italic>-value: 0.002) were observed in the metformin group.</p></sec>
<sec id="s4">
<title>Addictive disorders&#x02014;A genetic level of multimodal perspectives</title>
<p>Substance use disorder (SUD) or addictive disorders is a cluster of comorbidities among psychiatric and medical conditions evidenced by multiple studies. SUD could be a risk factor for other disorders or contributed by them. For example, SUD was observed in around half of the individuals with diagnoses of schizophrenia or bipolar disorder (<xref ref-type="bibr" rid="B8">8</xref>). Heavy substance uses also led to various health conditions and outcomes (<xref ref-type="bibr" rid="B9">9</xref>). An increasing body of research explored the genetic predisposition of SUD (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.870322">Xiao et al.</ext-link> screened 14 single nucleotide polymorphisms (SNPs) located within &#x000B1;3 kb regions of histone deacetylase 3 (HDAC3) among 1,221 patients with or without methamphetamine dependence and found the A allele (minor allele) of rs14251 located at 5q31.3 associated with an increased risk of methamphetamine dependence in Han Chinese population. Though the SNP rs14251 could potentially affected quantitative expression signal for FCH And Double SH3 Domains 1 (FCHSD1), Protocadherin Gamma Subfamily B, 6 (PCDHGB6), and RELT Like 2 (RELL2) yet not for HDAC3, in various human tissues <italic>in silico</italic> analyses. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.944888">Li B. et al.</ext-link> applied RNA sequencing (RNA-seq) to examine the expression profiles of Long Non-coding RNA (LncRNA), MicroRNA (miRNA), and mRNAs on the nucleus accumbens (NAc) of morphine addiction mice model built with morphine or saline conditioned place preference (CPP). Their study unveiled the potential Lnc15qD3-miR-139-3p-Lrp2 ceRNA interaction and shed some light into the network of RNA regulatory systems for opioid addiction.</p></sec>
<sec id="s5">
<title>Forensic studies discover more dimensions in the comorbidity study</title>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.925583">Wang et al.</ext-link> uncovered a research hotspot on the mechanisms of cardiotoxicity, the safety monitoring, and the assessment of the risk-benefit during clinical use of some newer antipsychotics, clozapine and olanzapine Web of Science core collections to inform the future research directions of antipsychotics-Induced Sudden Cardiac Death (SCD).</p>
<p><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.933025">Chen, Zhang, et al.</ext-link> present nine previous schizophrenia inpatients of sudden death during hospitalization. Seven cases (77.8%) died of organic heart diseases such as severe coronary artery atherosclerosis (<italic>n</italic> = 4), myocarditis (<italic>n</italic> = 1), cardiomyopathy (<italic>n</italic> = 1), and pulmonary thromboembolism (<italic>n</italic> = 1). Two cases remained unexplained after systemic autopsy and toxicological examinations. In an autopsy study, Wang et al. (<xref ref-type="bibr" rid="B10">10</xref>) revealed that insufficient antipsychotic treatment for patients with schizophrenia could lead to higher rate of sudden unexplained death in a Han Chinese population in Mainland China. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyt.2022.915398">Li X. et al.</ext-link> juxtaposed the relationship between personality characteristics and craniocerebral trauma from a traffic accident patient population in Shanghai, China. In the exam of the simplified Neuroticism Extraversion Openness Five-Factor Inventory (NEO-FFI), craniocerebral trauma might lead to higher neuroticism, extraversion, and agreeableness scores, and lower conscientiousness scores in patients with personality disorder in a severity-dependent manner.</p>
<p>Our Research Topic &#x0201C;<italic>Comorbidity in patients with psychiatric disorders: Epidemiological and molecular perspectives</italic>&#x0201D; outlined a rough domain structure to make joined efforts to a deeper understanding of comorbidities of psychiatric disorders. Embracing a collaborative and multidisciplinary approach to study comorbidity could hopefully lead to the milestones on the mechanism and management of them in the future.</p></sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>YL and LL developed the ideas. YL drafted and finalized the manuscript. LL, FG, and DY participated in the revision. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<ack><p>We thank Dr. Xudong Zhao for his intellectual contribution to this topic and editorial.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<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="s7">
<title>Publisher&#x00027;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>
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