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<article xml:lang="en" article-type="review-article" dtd-version="1.4"><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-ta">Front Pharmacol</journal-id><journal-id journal-id-type="iso-abbrev">Front Pharmacol</journal-id><journal-id journal-id-type="pmc-domain-id">1524</journal-id><journal-id journal-id-type="pmc-domain">frontpharmacol</journal-id><journal-id journal-id-type="nlm-id">101548923</journal-id><journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id><journal-title-group><journal-title>Frontiers in Pharmacology</journal-title></journal-title-group><issn pub-type="epub">1663-9812</issn><?publisher_abbrev frontiers?><publisher><publisher-name>Frontiers Media SA</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmcid">PMC10169607</article-id><article-id pub-id-type="pmcid-ver">PMC10169607.1</article-id><article-id pub-id-type="pmcaid">10169607</article-id><article-id pub-id-type="pmcaiid">10169607</article-id><article-id pub-id-type="pmid">37180708</article-id><article-id pub-id-type="doi">10.3389/fphar.2023.1183491</article-id><article-id pub-id-type="publisher-id">1183491</article-id><article-version article-version-type="pmc-version">1</article-version><article-categories><subj-group subj-group-type="heading"><subject>Pharmacology</subject><subj-group><subject>Mini Review</subject></subj-group></subj-group></article-categories><title-group><article-title>Current understanding of genetic associations with delayed hypersensitivity reactions induced by antibiotics and anti-osteoporotic drugs</article-title><alt-title alt-title-type="left-running-head">Wung et al.</alt-title><alt-title alt-title-type="right-running-head">
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://doi.org/10.3389/fphar.2023.1183491" ext-link-type="uri">10.3389/fphar.2023.1183491</ext-link>
</alt-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Wung</surname><given-names initials="CH">Chih-Hsuan</given-names></name><xref rid="aff1" ref-type="aff">
<sup>1</sup>
</xref><xref rid="fn1" ref-type="author-notes">
<sup>†</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/2238336/overview"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Wang</surname><given-names initials="CW">Chuang-Wei</given-names></name><xref rid="aff2" ref-type="aff">
<sup>2</sup>
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<sup>3</sup>
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<sup>5</sup>
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<sup>†</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/1233547/overview"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Lai</surname><given-names initials="KC">Kuo-Chu</given-names></name><xref rid="aff6" ref-type="aff">
<sup>6</sup>
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<sup>7</sup>
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<sup>8</sup>
</xref><xref rid="fn1" ref-type="author-notes">
<sup>†</sup>
</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Chen</surname><given-names initials="CB">Chun-Bing</given-names></name><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="aff3" ref-type="aff">
<sup>3</sup>
</xref><xref rid="aff4" ref-type="aff">
<sup>4</sup>
</xref><xref rid="aff5" ref-type="aff">
<sup>5</sup>
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<sup>9</sup>
</xref><xref rid="aff10" ref-type="aff">
<sup>10</sup>
</xref><xref rid="aff11" ref-type="aff">
<sup>11</sup>
</xref><xref rid="aff12" ref-type="aff">
<sup>12</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/1013753/overview"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Chen</surname><given-names initials="WT">Wei-Ti</given-names></name><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="aff5" ref-type="aff">
<sup>5</sup>
</xref><xref rid="aff9" ref-type="aff">
<sup>9</sup>
</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/970656/overview"/></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Hung</surname><given-names initials="SI">Shuen-Iu</given-names></name><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="aff3" ref-type="aff">
<sup>3</sup>
</xref><xref rid="aff13" ref-type="aff">
<sup>13</sup>
</xref><xref rid="c001" ref-type="corresp">*</xref></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Chung</surname><given-names initials="WH">Wen-Hung</given-names></name><xref rid="aff2" ref-type="aff">
<sup>2</sup>
</xref><xref rid="aff3" ref-type="aff">
<sup>3</sup>
</xref><xref rid="aff4" ref-type="aff">
<sup>4</sup>
</xref><xref rid="aff5" ref-type="aff">
<sup>5</sup>
</xref><xref rid="aff9" ref-type="aff">
<sup>9</sup>
</xref><xref rid="aff10" ref-type="aff">
<sup>10</sup>
</xref><xref rid="aff11" ref-type="aff">
<sup>11</sup>
</xref><xref rid="aff12" ref-type="aff">
<sup>12</sup>
</xref><xref rid="aff14" ref-type="aff">
<sup>14</sup>
</xref><xref rid="aff15" ref-type="aff">
<sup>15</sup>
</xref><xref rid="aff16" ref-type="aff">
<sup>16</sup>
</xref><xref rid="c001" ref-type="corresp">*</xref><uri xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/953603/overview"/></contrib><contrib contrib-type="author"><collab>Taiwan Severe Cutaneous Adverse Reaction Consortium</collab></contrib></contrib-group><aff id="aff1">
<sup>1</sup>
<institution>Chang Gung Memorial Hospital</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff2">
<sup>2</sup>
<institution>Department of Dermatology</institution>, <institution>Drug Hypersensitivity Clinical and Research Center</institution>, <institution>Chang Gung Memorial Hospital</institution>, <addr-line>Taipei and Keelung</addr-line>, <country>Taiwan</country>
</aff><aff id="aff3">
<sup>3</sup>
<institution>Cancer Vaccine and Immune Cell Therapy Core Laboratory</institution>, <institution>Department of Medical Research</institution>, <institution>Chang Gung Memorial Hospital</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff4">
<sup>4</sup>
<institution>Chang Gung Immunology Consortium</institution>, <institution>Chang Gung Memorial Hospital and Chang Gung University</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff5">
<sup>5</sup>
<institution>Department of Dermatology</institution>, <institution>Xiamen Chang Gung Hospital</institution>, <addr-line>Xiamen</addr-line>, <country>China</country>
</aff><aff id="aff6">
<sup>6</sup>
<institution>Department of Physiology and Pharmacology</institution>, <institution>College of Medicine</institution>, <institution>Chang Gung University</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff7">
<sup>7</sup>
<institution>Graduate Institute of Biomedical Sciences</institution>, <institution>College of Medicine</institution>, <institution>Chang Gung University</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff8">
<sup>8</sup>
<institution>Division of Hematology and Oncology</institution>, <institution>Department of Internal Medicine</institution>, <institution>New Taipei Municipal TuCheng Hospital (Built and Operated by Chang Gung Medical Foundation)</institution>, <addr-line>New Taipei City</addr-line>, <country>Taiwan</country>
</aff><aff id="aff9">
<sup>9</sup>
<institution>College of Medicine</institution>, <institution>Chang Gung University</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff10">
<sup>10</sup>
<institution>Whole-Genome Research Core Laboratory of Human Diseases</institution>, <institution>Chang Gung Memorial Hospital</institution>, <addr-line>Keelung</addr-line>, <country>Taiwan</country>
</aff><aff id="aff11">
<sup>11</sup>
<institution>Immune-Oncology Center of Excellence</institution>, <institution>Chang Gung Memorial Hospital</institution>, <addr-line>Linkou</addr-line>, <country>Taiwan</country>
</aff><aff id="aff12">
<sup>12</sup>
<institution>Graduate Institute of Clinical Medical Sciences</institution>, <institution>College of Medicine</institution>, <institution>Chang Gung University</institution>, <addr-line>Taoyuan</addr-line>, <country>Taiwan</country>
</aff><aff id="aff13">
<sup>13</sup>
<institution>Institute of Pharmacology</institution>, <institution>School of Medicine</institution>, <institution>National Yang Ming Chiao Tung University</institution>, <addr-line>Taipei</addr-line>, <country>Taiwan</country>
</aff><aff id="aff14">
<sup>14</sup>
<institution>Department of Dermatology</institution>, <institution>Beijing Tsinghua Chang Gung Hospital</institution>, <institution>School of Clinical Medicine</institution>, <institution>Tsinghua University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff><aff id="aff15">
<sup>15</sup>
<institution>Department of Dermatology</institution>, <institution>Ruijin Hospital</institution>, <institution>School of Medicine</institution>, <institution>Shanghai Jiao Tong University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff><aff id="aff16">
<sup>16</sup>
<institution>Genomic Medicine Core Laboratory</institution>, <institution>Chang Gung Memorial Hospital</institution>, <addr-line>Linkou</addr-line>, <country>Taiwan</country>
</aff><author-notes><fn fn-type="edited-by"><p>
<bold>Edited by:</bold>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/304486/overview" ext-link-type="uri">Vijay Suppiah</ext-link>, University of South Australia, Australia</p></fn><fn fn-type="edited-by"><p>
<bold>Reviewed by:</bold>
<ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://loop.frontiersin.org/people/1133378/overview" ext-link-type="uri">Ingrid Fricke-Galindo</ext-link>, Instituto Nacional de Enfermedades Respiratorias-México (INER), Mexico</p></fn><corresp id="c001">*Correspondence: Shuen-Iu Hung, <email>hungshueniu@gmail.com</email>; Wen-Hung Chung, <email>wenhungchung@yahoo.com</email>
</corresp><fn fn-type="equal" id="fn1"><label>
<sup>†</sup>
</label><p>These authors have contributed equally to this work</p></fn></author-notes><pub-date pub-type="epub"><day>26</day><month>4</month><year>2023</year></pub-date><pub-date pub-type="collection"><year>2023</year></pub-date><volume>14</volume><issue-id pub-id-type="pmc-issue-id">427358</issue-id><elocation-id>1183491</elocation-id><history><date date-type="received"><day>10</day><month>3</month><year>2023</year></date><date date-type="accepted"><day>12</day><month>4</month><year>2023</year></date></history><pub-history><event event-type="pmc-release"><date><day>26</day><month>04</month><year>2023</year></date></event><event event-type="pmc-live"><date><day>11</day><month>05</month><year>2023</year></date></event><event event-type="pmc-last-change"><date iso-8601-date="2023-05-15 07:26:05.903"><day>15</day><month>05</month><year>2023</year></date></event></pub-history><permissions><copyright-statement>Copyright © 2023 Wung, Wang, Lai, Chen, Chen, Hung and Chung, Taiwan Severe Cutaneous Adverse Reaction Consortium.</copyright-statement><copyright-year>2023</copyright-year><copyright-holder>Wung, Wang, Lai, Chen, Chen, Hung, Chung and Taiwan Severe Cutaneous Adverse Reaction Consortium</copyright-holder><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/" specific-use="textmining" content-type="ccbylicense">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-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.</license-p></license></permissions><self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pmc-pdf" xlink:href="fphar-14-1183491.pdf"><?pdf-name fphar-14-1183491.pdf?><?pdf-size 1085086?><?pdf-md5 59c45178f888379a80476660de13be42?><?pdf-image-server-status NEVER_LOAD?><?pdf-cloudpmc-urn urn:app:b805/10169607/59c45178f888/fphar-14-1183491.pdf?></self-uri><abstract><p>Drug-induced delayed hypersensitivity reactions (DHRs) is still a clinical and healthcare burden in every country. Increasing reports of DHRs have caught our attention to explore the genetic relationship, especially life-threatening severe cutaneous adverse drug reactions (SCARs), including acute generalized exanthematous pustulosis (AGEP), drug reactions with eosinophilia and systemic symptoms (DRESS), Stevens–Johnson syndrome (SJS), and toxic epidermal necrolysis (TEN). In recent years, many studies have investigated the immune mechanism and genetic markers of DHRs. Besides, several studies have stated the associations between antibiotics-as well as anti-osteoporotic drugs (AOD)-induced SCARs and specific human leukocyte antigens (HLA) alleles. Strong associations between drugs and HLA alleles such as co-trimoxazole-induced DRESS and <italic toggle="yes">HLA-B*13:01</italic> (Odds ratio (OR) = 45), dapsone-DRESS and <italic toggle="yes">HLA-B*13:01</italic> (OR = 122.1), vancomycin-DRESS and <italic toggle="yes">HLA-A*32:01</italic> (OR = 403), clindamycin-DHRs and <italic toggle="yes">HLA-B*15:27</italic> (OR = 55.6), and strontium ranelate (SR)-SJS/TEN and <italic toggle="yes">HLA-A*33:03</italic> (OR = 25.97) are listed. We summarized the immune mechanism of SCARs, update the latest knowledge of pharmacogenomics of antibiotics- and AOD-induced SCARs, and indicate the potential clinical use of these genetic markers for SCARs prevention in this mini review article.</p></abstract><kwd-group><kwd>delayed hypersensitivity reactions</kwd><kwd>human leukocyte antigens</kwd><kwd>Stevens-Johnson syndrome</kwd><kwd>toxic epidermal necrosis</kwd><kwd>drug reactions with eosinophilia and systemic symptoms</kwd></kwd-group><funding-group><funding-statement>This work was supported by grants from the National Science and Technology Council, Taiwan (NSTC 109-2320-B-182A-008 -MY3, 110-2320-B-182A-014-MY3, 111-2314-B-182A-113-MY3, and 111-2326-B-182A-003-), and Chang Gung Memorial Hospital (CIRPG3M0061-2, CLRPG3N0021 and CMRPG3M1081). Additionally, the <xref rid="F1" ref-type="fig">Figure 1</xref> is created with <ext-link xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://BioRender.com" ext-link-type="uri">BioRender.com</ext-link>.</funding-statement></funding-group><custom-meta-group><custom-meta><meta-name>pmc-status-qastatus</meta-name><meta-value>0</meta-value></custom-meta><custom-meta><meta-name>pmc-status-live</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-status-embargo</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-status-released</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-open-access</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-olf</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-manuscript</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-legally-suppressed</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-pdf</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-has-supplement</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-pdf-only</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-suppress-copyright</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-real-version</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-is-scanned-article</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-preprint</meta-name><meta-value>no</meta-value></custom-meta><custom-meta><meta-name>pmc-prop-in-epmc</meta-name><meta-value>yes</meta-value></custom-meta><custom-meta><meta-name>pmc-license-ref</meta-name><meta-value>CC BY</meta-value></custom-meta></custom-meta-group></article-meta></front><body><sec id="s1"><title>1 Introduction</title><p>Adverse drug reactions (ADRs) are one of the general causes of death worldwide (<xref rid="B108" ref-type="bibr">Shoshi et al., 2015</xref>). In America, ADRs represented the fourth leading cause of death (<xref rid="B43" ref-type="bibr">Insani et al., 2021</xref>). 10%–15% ADRs contribute to type B reactions which are bizarre and unexpected reaction (<xref rid="B135" ref-type="bibr">Wilkerson and Drug Hypersensitivity Reactions, 2022</xref>). Type B ADRs, predominantly T cell-mediated drug-induced delayed hypersensitivity reactions (DHRs), presents variable severity and clinical diagnosis, from mild skin injury such as maculopapular exanthema (MPE) to life-threatening severe cutaneous adverse drug reactions (SCARs) including acute generalized exanthematous pustulosis (AGEP), drug reactions with eosinophilia and systemic symptoms (DRESS), Stevens–Johnson syndrome (SJS), and toxic epidermal necrolysis (TEN) (<xref rid="B20" ref-type="bibr">Copaescu et al., 2020</xref>). SCARs are rare, but they have high mortality rates (AGEP: &lt;5%, DRESS: 5%–10%, SJS/TEN: 10%–40%) (<xref rid="B9" ref-type="bibr">Bjornsson and Bjornsson, 2017</xref>; <xref rid="B84" ref-type="bibr">Oh et al., 2021</xref>; <xref rid="B40" ref-type="bibr">Huang et al., 2022</xref>). In global, the incidence of SCARs is reported to be 0.4–1.2 per million per years (<xref rid="B125" ref-type="bibr">Verma et al., 2013</xref>). However, the incidence rates of SCARs from European and the United States show a divergence from Asian population (<xref rid="B118" ref-type="bibr">Tempark et al., 2022</xref>). A Germany study revealed that the incidence of SCARs was 1.53–1.89 per million people per year (<xref rid="B74" ref-type="bibr">Mockenhaupt, 2012</xref>), while a Philippines study reported a prevalence of 6.25 per 10,000 people from 2011-2015 (<xref rid="B36" ref-type="bibr">Guzman and Paliza, 2018</xref>). Moreover, the incidence of SJS and TEN in the European population is estimated to be 1–6 and 0.4–1.2 per million people per year respectively, while the incidence of them in the Korean was 3.96–5.03 and 0.94–1.45 per million people per year respectively. SCARs can be affected by racial, genetic and drug category difference, so results from various countries should be evaluated carefully and separately (<xref rid="B141" ref-type="bibr">Yang et al., 2016</xref>; <xref rid="B28" ref-type="bibr">Duong et al., 2017</xref>; <xref rid="B48" ref-type="bibr">Kang et al., 2021</xref>).</p><p>AGEP, DRESS, and SJS/TEN are three important phenotypes of SCARs that we will review in this article (<xref rid="B142" ref-type="bibr">Yang et al., 2021</xref>). Over 90% cases of AGEP are related to drugs, especially antibiotics such as aminopenicillins (<xref rid="B33" ref-type="bibr">Gammoudi et al., 2018</xref>), cephalosporins (<xref rid="B123" ref-type="bibr">Torres-Navarro et al., 2020</xref>), sulfonamides (<xref rid="B110" ref-type="bibr">Spadaro et al., 2021</xref>), vancomycin (<xref rid="B90" ref-type="bibr">Pettit et al., 2020</xref>), pristinamycin (<xref rid="B24" ref-type="bibr">de Sousa et al., 2018</xref>) and quinolones (<xref rid="B31" ref-type="bibr">Feldmeyer et al., 2016</xref>; <xref rid="B68" ref-type="bibr">Martinez-De la Torre et al., 2021</xref>). Although SJS/TEN are mainly associated with anti-epileptic drugs, some kind of antibiotics including penicillins, sulfonamides, and macrolides contribute to SJS/TEN (<xref rid="B51" ref-type="bibr">Kloypan et al., 2021</xref>; <xref rid="B88" ref-type="bibr">Pejčić, 2021</xref>). Various studies of DRESS induced by antibiotics are disclosed including sulfonamides (<xref rid="B6" ref-type="bibr">Asyraf et al., 2022</xref>), amoxicillin (<xref rid="B1" ref-type="bibr">Abdin et al., 2019</xref>), minocycline (<xref rid="B34" ref-type="bibr">Ganeshanandan and Lucas, 2021</xref>) and vancomycin (<xref rid="B19" ref-type="bibr">Clark et al., 2020</xref>). Apart from antibiotics-related DHRs, strontium ranelate (SR), one of anti-osteoporotic drugs (AODs), has been reported as causative agent of SCARs (<xref rid="B13" ref-type="bibr">Chen et al., 2021a</xref>). Osteoporosis is represented as bone fragility by a loss of bone material and deteriorating bone-micro-architecture (<xref rid="B139" ref-type="bibr">Wung et al., 2021</xref>). Several AODs can be used to treat osteoporosis including bisphosphonates, selective estrogen receptor modulators, senosumab, romosozumab, SR and calcitonin (<xref rid="B17" ref-type="bibr">Chiodini et al., 2020</xref>). The prevalence of bisphosphonates-induced cutaneous ADRs (CADRs) is relatively low, while the incidence of SR-induced SCARS is at moderate risk (<xref rid="B13" ref-type="bibr">Chen et al., 2021a</xref>). In light of the severity of SCARs, it is crucial to recognize the integration of T cell and pathogenesis of antibiotics- and SR-related DHRs (<xref rid="B75" ref-type="bibr">Mustafa et al., 2018</xref>).</p></sec><sec id="s2"><title>2 Mechanism of SCAR</title><p>The pathogenesis of SCARs is strongly associated with specific human leukocyte antigens (HLA), T cell receptor (TCR), drug or its metabolites and further T cell-mediated immune response (<xref rid="B44" ref-type="bibr">Jantararoungtong et al., 2021</xref>; <xref rid="B42" ref-type="bibr">Hung et al., 2022</xref>). In human genome, HLA system is the most polymorphic genetic region, resulting in presenting a variety of peptides (<xref rid="B80" ref-type="bibr">Negrini and Becquemont, 2017</xref>). In addition, regional and ethnic difference also express HLA alleles variation (<xref rid="B7" ref-type="bibr">Barbarino et al., 2015</xref>). High polymorphic and heterogenetic properties of HLA molecules enable immune system not only with an advantage to defy diverse microorganisms and antigens the host encounters but also with a disadvantage to interact with various drugs and its metabolites (<xref rid="B21" ref-type="bibr">Crux and Elahi, 2017</xref>). Currently, four hypothetic models for the mechanism responsible for relationship between HLA molecule-dependent manner and T cell-mediated SCARs have been proposed: altered peptide repertoire model, hapten model, pro-hapten model and pharmacological-interaction model (<xref rid="B73" ref-type="bibr">Miyagawa and Asada, 2021a</xref>). It is unique that these models are non-mutually exclusive, which means a specific mechanism may be prevalent for a certain drug but not for another (<xref rid="B80" ref-type="bibr">Negrini and Becquemont, 2017</xref>). The association between HLA alleles and SCARs in different kind of medications has increasingly been reported in recent 2 decades (<xref rid="B131" ref-type="bibr">Wang et al., 2022a</xref>). Recent studies show that different kinds of drugs might display single or overlapped SCARs and molecular mechanism (<xref rid="B128" ref-type="bibr">Villani et al., 2017</xref>). In this paragraph, we summarize the mechanism of different kinds of SCARs.</p><sec id="s2-1"><title>2.1 Immune mechanism of AGEP</title><p>AGEP has been characterized as T cell-mediated neutrophilic inflammatory reaction (<xref rid="B129" ref-type="bibr">Wang et al., 2022b</xref>). After exposure to drugs, antigen presenting cells (APCs) presents the antigen with HLA molecule to cause activation of cluster of differentiation (CD) 4 and CD 8 T cells, referred to as drug-specific T cells (<xref rid="B116" ref-type="bibr">Szatkowski and Schwartz, 2015</xref>). During the development of AGEP, drug-specific T cells as well as cytotoxic T lymphocyte (CTL) released cytotoxic proteins including granulysin, granzyme B, and perforin play an important role (<xref rid="B26" ref-type="bibr">Dotiwala et al., 2016</xref>; <xref rid="B31" ref-type="bibr">Feldmeyer et al., 2016</xref>). Granzyme B can induce keratinocytes’ apoptosis, leading to subcorneal vesicles formation (<xref rid="B126" ref-type="bibr">Verneuil et al., 2011</xref>; <xref rid="B31" ref-type="bibr">Feldmeyer et al., 2016</xref>). There are many mediators and cytokines involved in recruitment of neutrophils (<xref rid="B115" ref-type="bibr">Svoboda et al., 2022</xref>). T helper 1 cells (Th1 cells) can produce predominant cytokines including granulocyte-macrophage colony-stimulating factor (GM-CSF), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ) to enhance neutrophil recruitment (<xref rid="B92" ref-type="bibr">Piipponen et al., 2020</xref>; <xref rid="B129" ref-type="bibr">Wang et al., 2022b</xref>). Additionally, Th17 cells can directly recruit neutrophils via secretion of IL-17 and IL-22 (<xref rid="B89" ref-type="bibr">Pelletier et al., 2010</xref>; <xref rid="B50" ref-type="bibr">Klaewsongkram et al., 2021</xref>). CXC motif chemokine ligand 8 (CXCL8), also known as interleukin-8 (IL-8), is a potent neutrophil chemotactic chemokine and is responsible for pustule formation by neutrophil aggregation (<xref rid="B70" ref-type="bibr">Metzemaekers et al., 2020</xref>). Moreover, IL-36 receptor antagonist (IL-36 RA) deficiency in some AGEP patients resulted in reinforcing the expression of TNF-α, CXCL8, IL-1, IL-6, IL-17, and IL-23 (<xref rid="B31" ref-type="bibr">Feldmeyer et al., 2016</xref>; <xref rid="B65" ref-type="bibr">Liu et al., 2020</xref>).</p></sec><sec id="s2-2"><title>2.2 Immune mechanism of SJS/TEN</title><p>SJS and TEN are rare but life-threating dermatologic diseases and represented as T cell-mediated keratinocyte death (<xref rid="B5" ref-type="bibr">Arora et al., 2021</xref>). TEN is always triggered by drugs, while SJS almost triggered by drug and small part of infection (<xref rid="B82" ref-type="bibr">Nowsheen et al., 2021</xref>). Both are characterized by the acute onset of blister formation at the epidermal layer, and hemorrhagic and erosive lesions at the mucous layer after drug exposure (<xref rid="B72" ref-type="bibr">Miyagawa and Asada, 2021b</xref>). In the early stage of SJS/TEN, blister fluid over epidermis was mainly infiltrated with CTLs, Natural killer (NK) cells and NK/T cells (<xref rid="B79" ref-type="bibr">Neerukonda and Stagner, 2021</xref>). Initially, CTLs cause keratinocyte apoptosis and cell-cell contact-dependent epidermal damage through perforin and granzyme B pathway (<xref rid="B121" ref-type="bibr">Tohyama and Hashimoto, 2012</xref>). Secondly, CTLs and NK cells secrete Fas ligand (FasL) to bind Fas on keratinocyte surface and activate Fas-FasL pathway, leading to keratinocyte apoptosis (<xref rid="B39" ref-type="bibr">Hasegawa and Abe, 2020</xref>). Then, granulysin, secreted by CTLs and NK cells, is a pro-apoptotic protein which demonstrates widespread cytotoxicity indirectly (<xref rid="B113" ref-type="bibr">Su et al., 2017</xref>; <xref rid="B101" ref-type="bibr">Sadek et al., 2021</xref>). In addition, IL-15 secreted by keratinocyte and CTLs themselves was thought to enhance the expression of granulysin-mediated apoptosis (<xref rid="B111" ref-type="bibr">Stern and Divito, 2017</xref>; <xref rid="B79" ref-type="bibr">Neerukonda and Stagner, 2021</xref>). In the late stage, granulysin could stimulate C-C motif chemokine ligand 20 (CCL20) expression in monocytes, leading to monocyte infiltration (<xref rid="B120" ref-type="bibr">Tewary et al., 2010</xref>). Monocyte could not only enhance consistent CTLs’ cytotoxicity but also activate TNF-receptor 1 (TNF-R1) mediated apoptosis pathway by TNF-α secretion, resulted in further epidermal destruction (<xref rid="B122" ref-type="bibr">Tohyama et al., 2012</xref>; <xref rid="B113" ref-type="bibr">Su et al., 2017</xref>; <xref rid="B57" ref-type="bibr">Kuijper et al., 2020</xref>). Besides, <xref rid="B85" ref-type="bibr">Olsson-Brown et al. (2022)</xref> reported a mechanism of TNF-α-induced matrix metalloproteinase 9 (MMP9) expression of keratinocytes in SJS/TEN. Recently, monocytes might play an important role in keratinocyte necroptosis, another keratinocyte’s death mechanism (<xref rid="B103" ref-type="bibr">Saito, 2014</xref>). Necroptotic cells cause inflammation by releasing lots of pre-inflammatory cytokine, while apoptotic cells cause cell death without inflammation (<xref rid="B39" ref-type="bibr">Hasegawa and Abe, 2020</xref>). Multiple and detailed mechanism involved in SJS/TEN will be gradually investigated in the future.</p></sec><sec id="s2-3"><title>2.3 Immune mechanism of DRESS</title><p>DRESS is a rare but severe cutaneous and systemic drug-delayed hypersensitivity reaction, mediated by T cell activation (<xref rid="B105" ref-type="bibr">Schunkert and Divito, 2021</xref>). Drugs, drug’s metabolites and/or coincidental viral infection such as human herpesvirus (HHV)-6 and 7, cytomegalovirus (CMV) and Epstein-Barr virus (EBV)-induced T cell activation seem to play an important role in the pathogenesis of DRESS (<xref rid="B14" ref-type="bibr">Chen et al., 2018a</xref>). Th2 cells and CTLs induced by DRESS activate hypersensitivity response leading to skin damage and cause organ damage, respectively (<xref rid="B106" ref-type="bibr">Sharifzadeh et al., 2021</xref>). Th2 cells secrete IL-4, IL-5, and IL-13 to recruit macrophages, eosinophils and mast cells, resulted in inflammatory reaction (<xref rid="B49" ref-type="bibr">Kang et al., 2020</xref>). IL-5 is contributed to eosinophilic differentiation and expansion at the inflammatory skin site. C-C motif chemokine 8 (CCR8) + Th2 cells belong to IL-5-enriched subgroup associated with eosinophilic inflammation (<xref rid="B29" ref-type="bibr">Endo et al., 2014</xref>). Besides, innate lymphoid cells (ILC) can also secrete IL-5 to increase eosinophil recruitment in the damage site such as skin, target organs and even peripheral blood (<xref rid="B11" ref-type="bibr">Cardones, 2020</xref>). Thymus and activation-regulated chemokine (TARC/CCL17), produced by keratinocytes, not only can recruit Th2 cells into inflammatory site, but also may be associated with disease severity (<xref rid="B127" ref-type="bibr">Vestergaard et al., 2000</xref>; <xref rid="B112" ref-type="bibr">Stirton et al., 2022</xref>). Besides, pro-inflammatory cytokines including TNF-α, IFN-γ, IL-2, IL-6, IL-15 and granulysin were reported to be associated with DRESS (<xref rid="B134" ref-type="bibr">Weinborn et al., 2016</xref>; <xref rid="B129" ref-type="bibr">Wang et al., 2022b</xref>). On the other hand, several studies revealed that DRESS is associated with regulatory T (Treg) cells and Th17 cells activation (<xref rid="B91" ref-type="bibr">Pichler and Brüggen, 2022</xref>). Treg cells are expanded by classical monocytes secreted IL-10 in the acute stage of DRESS, while T17 cells are proliferated by pathological monocytes in the resolution stage (<xref rid="B107" ref-type="bibr">Shiohara and Mizukawa, 2019</xref>). T cell shift from Treg cells to Th17 cells in the subacute phase is probably derived from IL-6 secretion from pathological monocytes (<xref rid="B124" ref-type="bibr">Ushigome et al., 2018</xref>).</p></sec></sec><sec id="s3"><title>3 HLA susceptibility to drug-induced SCAR</title><p>Several antibiotics- and strontium ranelate (SR)-induced SCARs have been proposed in recent 2 decades (<xref rid="B10" ref-type="bibr">Blumenthal et al., 2019</xref>), and we have illustrated in <xref rid="F1" ref-type="fig">Figure 1</xref> (<xref rid="B2" ref-type="bibr">Administration, 2023</xref>). We summarize the relationships between well-known antibiotics and HLA-related ADRs listed in <xref rid="T1" ref-type="table">Table 1</xref>.</p><fig position="float" id="F1" orientation="portrait"><label>FIGURE 1</label><caption><p>Genetic association of SCARs between HLA and drugs. The drugs (antibiotics or AODs) trigger DHRs through MHC/drug/TCR complex. SJS/TEN mainly 694 started immune mechanism by HLA/drug/CTLs and HLA/drug/Th cells, while DRESS mainly 695 started immune mechanism by HLA/drug/CTLs and HLA/drug/Th2 cells. Co-trimozaxole can induce 696 SJS/TEN and DRESS through binding to HLA-A*11:01/HLA-B*38 and HLA-B*13:01, 697 respectively. Dapsone can induce SJS/TEN and DRESS through binding to HLA-B*1301. 698 Vancomycin can induce DRESS by binding to HLA-A*32:01 and HLA-B*67:01. SR can activate 699 SJS/TEN through binding to HLA-A*33:03. Abbreviations: AOD, anti-osteoporotic drug; APC, antigen-presenting cell; CTL, cytotoxic T 701 lymphocyte; DHR, delayed hypersensitivity reaction; DRESS, drug reaction with eosinophilia and 702 systemic symptoms; HLA, human leukocyte antigen; MHC, major histocompatibility complex; SJS, 703 Stevens-Johnson syndrome; TCR, T cell receptor; TEN, toxic epidermal necrolysis; Th cell, T helper 704 cell.</p></caption><graphic xmlns:xlink="http://www.w3.org/1999/xlink" position="float" orientation="portrait" xlink:href="fphar-14-1183491-g001.jpg"><?image-name fphar-14-1183491-g001.jpg?><?image-size 111120?><?image-md5 bda810a715ff2d9fae082ed791d09b14?><?image-image-server-status LOAD_COMPLETED?><?image-original-height 1301?><?image-original-width 1699?><?image-scaled-height 520?><?image-scaled-width 679?><?image-cloudpmc-urn urn:cdn:blobs/b805/10169607/bda810a715ff/fphar-14-1183491-g001.jpg?><?thumb-name fphar-14-1183491-g001.gif?><?thumb-size 13983?><?thumb-md5 61c43b60c7c41d52903c172b31e69bba?><?thumb-image-server-status NEVER_LOAD?><?thumb-scaled-height 80?><?thumb-scaled-width 104?><?thumb-cloudpmc-urn urn:cdn:blobs/b805/10169607/61c43b60c7c4/fphar-14-1183491-g001.gif?></graphic></fig><table-wrap position="float" id="T1" orientation="portrait"><label>TABLE 1</label><caption><p>Genetic associations with HLA in DHRs.</p></caption><table frame="hsides" rules="groups"><thead valign="top"><tr><th align="left" rowspan="1" colspan="1">Causative drug</th><th align="left" rowspan="1" colspan="1">Genetic factor</th><th align="left" rowspan="1" colspan="1">Ethnicity</th><th align="left" rowspan="1" colspan="1">ADR</th><th align="left" rowspan="1" colspan="1">OR</th><th align="left" rowspan="1" colspan="1">p-value</th><th align="left" rowspan="1" colspan="1">Ref</th></tr></thead><tbody valign="top"><tr><td rowspan="14" align="left" colspan="1">Co-trimoxazole (Trimethoprim- sulfamethoxazole)</td><td rowspan="3" align="left" colspan="1">HLA- B*13:01</td><td rowspan="2" align="left" colspan="1">Chinese, Thai, Malaysian</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">45 (18.7–134)</td><td align="left" rowspan="1" colspan="1">1.1 x 10<sup>−26</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B132" ref-type="bibr">Wang et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">3.88 (1.56–9.63)</td><td align="left" rowspan="1" colspan="1">0.0025</td><td align="left" rowspan="1" colspan="1">
<xref rid="B114" ref-type="bibr">Sukasem et al. (2020)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">8.44 (2.66–26.77)</td><td align="left" rowspan="1" colspan="1">2.94 x 10<sup>−4</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B78" ref-type="bibr">Nakkam et al. (2022)</xref>
</td></tr><tr><td rowspan="3" align="left" colspan="1">HLA- B*15:02</td><td align="left" rowspan="1" colspan="1">Taiwan</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">2.7 (1.2-5.7)</td><td align="left" rowspan="1" colspan="1">0.008</td><td align="left" rowspan="1" colspan="1">
<xref rid="B132" ref-type="bibr">Wang et al. (2021)</xref>
</td></tr><tr><td rowspan="2" align="left" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">3.47 (1.25–9.63)</td><td align="left" rowspan="1" colspan="1">0.0201</td><td align="left" rowspan="1" colspan="1">
<xref rid="B114" ref-type="bibr">Sukasem et al. (2020)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">3.91 (1.42–10.92)</td><td align="left" rowspan="1" colspan="1">0.0037</td><td align="left" rowspan="1" colspan="1">
<xref rid="B53" ref-type="bibr">Kongpan et al. (2015)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-C*06:02</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">11.84 (1.24–566.04)</td><td align="left" rowspan="1" colspan="1">0.0131</td><td align="left" rowspan="1" colspan="1">
<xref rid="B53" ref-type="bibr">Kongpan et al. (2015)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-C*08:01</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">3.53 (1.21–10.40)</td><td align="left" rowspan="1" colspan="1">0.0108</td><td align="left" rowspan="1" colspan="1">
<xref rid="B53" ref-type="bibr">Kongpan et al. (2015)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*38</td><td align="left" rowspan="1" colspan="1">European</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">8.6 (3.5–21)</td><td align="left" rowspan="1" colspan="1">&lt; 10<sup>−4</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B66" ref-type="bibr">Lonjou et al. (2008)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*38:01</td><td align="left" rowspan="1" colspan="1">European</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">4.3 (1.4–12.7)</td><td align="left" rowspan="1" colspan="1">0.022</td><td align="left" rowspan="1" colspan="1">
<xref rid="B66" ref-type="bibr">Lonjou et al. (2008)</xref>
</td></tr><tr><td rowspan="2" align="left" colspan="1">HLA-B*38:02</td><td align="left" rowspan="1" colspan="1">Chinese,</td><td rowspan="2" align="left" colspan="1">SJS/TEN</td><td rowspan="2" align="left" colspan="1">2.5 (1.4–4.3)</td><td rowspan="2" align="left" colspan="1">0.003</td><td rowspan="2" align="left" colspan="1">
<xref rid="B132" ref-type="bibr">Wang et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Thai</td></tr><tr><td rowspan="2" align="left" colspan="1">HLA- A*11:01</td><td rowspan="2" align="left" colspan="1">Japanese</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">14.77 (2.97–73.4)</td><td align="left" rowspan="1" colspan="1">4.91 x 10<sup>−4</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B76" ref-type="bibr">Nakamura et al. (2020)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">6.56 (1.46–29.4)</td><td align="left" rowspan="1" colspan="1">0.0187</td><td align="left" rowspan="1" colspan="1">
<xref rid="B76" ref-type="bibr">Nakamura et al. (2020)</xref>
</td></tr><tr><td rowspan="6" align="left" colspan="1">Penicillins (Benzylpenicillin, Ampicillin, Amoxicillin, Cloxacillin)</td><td align="left" rowspan="1" colspan="1">HLA-B*55:01</td><td align="left" rowspan="1" colspan="1">European</td><td align="left" rowspan="1" colspan="1">Allergy</td><td align="left" rowspan="1" colspan="1">1.30 (1.25–1.34)</td><td align="left" rowspan="1" colspan="1">10<sup>−47</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B55" ref-type="bibr">Krebs et al. (2020)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*48:01</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">Allergy</td><td align="left" rowspan="1" colspan="1">35.18 (1.64–753.16)</td><td align="left" rowspan="1" colspan="1">0.023</td><td align="left" rowspan="1" colspan="1">
<xref rid="B109" ref-type="bibr">Singvijarn et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-C*04:06</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">Allergy</td><td align="left" rowspan="1" colspan="1">20.56 (1.78–237.92)</td><td align="left" rowspan="1" colspan="1">0.016</td><td align="left" rowspan="1" colspan="1">
<xref rid="B109" ref-type="bibr">Singvijarn et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-C*08:01</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">Allergy</td><td align="left" rowspan="1" colspan="1">7.5 (1.92–29.36)</td><td align="left" rowspan="1" colspan="1">0.009</td><td align="left" rowspan="1" colspan="1">
<xref rid="B109" ref-type="bibr">Singvijarn et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-</td><td rowspan="2" align="left" colspan="1">Italian</td><td rowspan="2" align="left" colspan="1">Allergy</td><td rowspan="2" align="left" colspan="1">8.9 (3.4–23.3)</td><td rowspan="2" align="left" colspan="1">&lt; 0.001</td><td rowspan="2" align="left" colspan="1">
<xref rid="B98" ref-type="bibr">Romano et al. (2022)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">DRB3*02:02</td></tr><tr><td rowspan="8" align="left" colspan="1">Dapsone</td><td rowspan="7" align="left" colspan="1">HLA- B*13:01</td><td rowspan="4" align="left" colspan="1">Chinese, Thai</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">49.64 (5.89–418.13)</td><td align="left" rowspan="1" colspan="1">2.92 x 10<sup>−4</sup>
</td><td rowspan="4" align="left" colspan="1">
<xref rid="B133" ref-type="bibr">Wang et al. (2013)</xref>, <xref rid="B145" ref-type="bibr">Zhang et al. (2013)</xref>, <xref rid="B16" ref-type="bibr">Chen et al. (2018b)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">DRESS</td><td rowspan="2" align="left" colspan="1">122.1 (23.5–636.2)</td><td rowspan="2" align="left" colspan="1">6.04 x 10<sup>−</sup>12</td></tr><tr><td align="left" rowspan="1" colspan="1"/></tr><tr><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">40.50 (6.38-257.03)</td><td align="left" rowspan="1" colspan="1">2.37 x 10<sup>−4</sup>
</td></tr><tr><td rowspan="2" align="left" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">36.00 (3.19–405.89)</td><td align="left" rowspan="1" colspan="1">0.0476</td><td align="left" rowspan="1" colspan="1">
<xref rid="B104" ref-type="bibr">Satapornpong et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">SCAR</td><td align="left" rowspan="1" colspan="1">26.11 (7.27–93.75)</td><td align="left" rowspan="1" colspan="1">10<sup>−</sup>4</td><td align="left" rowspan="1" colspan="1">
<xref rid="B104" ref-type="bibr">Satapornpong et al. (2021)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Indonesian</td><td align="left" rowspan="1" colspan="1">Hypersensitivity</td><td align="left" rowspan="1" colspan="1">328.87 (1.44–106.7)</td><td align="left" rowspan="1" colspan="1">1.32 x 10<sup>−7</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B56" ref-type="bibr">Krismawati et al. (2020)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-C*03:04</td><td align="left" rowspan="1" colspan="1">Thai</td><td align="left" rowspan="1" colspan="1">SCAR</td><td align="left" rowspan="1" colspan="1">9.00 (2.17–37.38)</td><td align="left" rowspan="1" colspan="1">0.0464</td><td align="left" rowspan="1" colspan="1">
<xref rid="B104" ref-type="bibr">Satapornpong et al. (2021)</xref>
</td></tr><tr><td rowspan="6" align="left" colspan="1">Vancomycin</td><td rowspan="3" align="left" colspan="1">HLA- A*32:01</td><td align="left" rowspan="1" colspan="1">European</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">403 (20.69–7849.44)</td><td align="left" rowspan="1" colspan="1">10-8</td><td align="left" rowspan="1" colspan="1">
<xref rid="B54" ref-type="bibr">Konvinse et al. (2019)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Spanish</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">6.36 (1.68–24.13)</td><td align="left" rowspan="1" colspan="1">0.014</td><td align="left" rowspan="1" colspan="1">
<xref rid="B8" ref-type="bibr">Bellon et al. (2022)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">7.8 (1.7–35.8)</td><td align="left" rowspan="1" colspan="1">0.035</td><td align="left" rowspan="1" colspan="1">
<xref rid="B130" ref-type="bibr">Wang et al. (2022c)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*07:05</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">32.3 (2.8–367.7)</td><td align="left" rowspan="1" colspan="1">0.047</td><td align="left" rowspan="1" colspan="1">
<xref rid="B130" ref-type="bibr">Wang et al. (2022c)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*40:06</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">4.7 (1.3–16.1)</td><td align="left" rowspan="1" colspan="1">0.036</td><td align="left" rowspan="1" colspan="1">
<xref rid="B130" ref-type="bibr">Wang et al. (2022c)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*67:01</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">DRESS</td><td align="left" rowspan="1" colspan="1">44.8 (7.2–280.4)</td><td align="left" rowspan="1" colspan="1">0.002</td><td align="left" rowspan="1" colspan="1">
<xref rid="B130" ref-type="bibr">Wang et al. (2022c)</xref>
</td></tr><tr><td rowspan="2" align="left" colspan="1">Clindamycin</td><td align="left" rowspan="1" colspan="1">HLA-B*51:01</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">cADR</td><td align="left" rowspan="1" colspan="1">9.73 (2.93–32.35)</td><td align="left" rowspan="1" colspan="1">0.0018</td><td align="left" rowspan="1" colspan="1">
<xref rid="B143" ref-type="bibr">Yang et al. (2017)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*15:27</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">cADR</td><td align="left" rowspan="1" colspan="1">55.6 (4.65–665.24)</td><td align="left" rowspan="1" colspan="1">0.0138</td><td align="left" rowspan="1" colspan="1">
<xref rid="B143" ref-type="bibr">Yang et al. (2017)</xref>
</td></tr><tr><td rowspan="3" align="left" colspan="1">Strontium ranelate</td><td rowspan="2" align="left" colspan="1">HLA- A*33:03</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">19.4 (2.0–188.0)</td><td align="left" rowspan="1" colspan="1">0.006</td><td align="left" rowspan="1" colspan="1">
<xref rid="B59" ref-type="bibr">Lee et al. (2016)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">SJS</td><td align="left" rowspan="1" colspan="1">25.97 (3.08–219.33)</td><td align="left" rowspan="1" colspan="1">5.17 x 10<sup>−3</sup>
</td><td align="left" rowspan="1" colspan="1">
<xref rid="B15" ref-type="bibr">Chen et al. (2021b)</xref>
</td></tr><tr><td align="left" rowspan="1" colspan="1">HLA-B*58:01</td><td align="left" rowspan="1" colspan="1">Chinese</td><td align="left" rowspan="1" colspan="1">SJS/TEN</td><td align="left" rowspan="1" colspan="1">8.0 (1.2–53.1)</td><td align="left" rowspan="1" colspan="1">0.042</td><td align="left" rowspan="1" colspan="1">
<xref rid="B59" ref-type="bibr">Lee et al. (2016)</xref>
</td></tr></tbody></table><table-wrap-foot><fn><p>Abbreviation: cADR, cutaneous adverse drug reaction; DRESS, drug reaction with eosinophilia and systemic symptoms; HLA, human leukocyte antigen; SCAR, severe cutaneous adverse reactions; SJS, Stevens-Johnson syndrome; TEN, toxic epidermal necrolysis.</p></fn></table-wrap-foot></table-wrap><sec id="s3-1"><title>3.1 Co-trimoxazole (Trimethoprim-sulfamethoxazole)</title><p>Co-trimoxazole is an antibiotics indicated for urinary tract infection and Pneumocystis jiroveci pneumonia (<xref rid="B38" ref-type="bibr">Haseeb et al., 2022</xref>; <xref rid="B45" ref-type="bibr">Jent et al., 2022</xref>). The prevalence of skin adverse reaction was 1%–4% among general population treated with co-trimoxazole (<xref rid="B137" ref-type="bibr">Wolkenstein et al., 1995</xref>; <xref rid="B69" ref-type="bibr">Masters et al., 2003</xref>). <xref rid="B66" ref-type="bibr">Lonjou et al. (2008)</xref> found association between HLA-B*38 and co-trimoxazole-induced SJS/TEN in European population, although ORs and statistical power showed borderline efficacy. On the contrary, a whole genome sequencing study revealed strong association between HLA-B*38:02 and co-trimoxazole-induced SJS/TEN in Chinese and Thai population. In addition, <xref rid="B132" ref-type="bibr">Wang et al. (2021)</xref> found association between HLA-B*15:02 and co-trimoxazole-induced SJS/TEN in Taiwanese and Thai population (<xref rid="B132" ref-type="bibr">Wang et al., 2021</xref>). In Thai population, HLA-C*06:02 and HLA-C*08:01 were also associated with co-trimoxazole-induced SJS/TEN (<xref rid="B53" ref-type="bibr">Kongpan et al., 2015</xref>). To our best knowledge, co-trimoxazole-induced DRESS has been reported to be related to HLA-B*13:01 among Chinese, Thai and Malaysian population and HLA-A*11:01 among Japanese population (<xref rid="B76" ref-type="bibr">Nakamura et al., 2020</xref>; <xref rid="B114" ref-type="bibr">Sukasem et al., 2020</xref>; <xref rid="B132" ref-type="bibr">Wang et al., 2021</xref>; <xref rid="B78" ref-type="bibr">Nakkam et al., 2022</xref>). <xref rid="B94" ref-type="bibr">Pratoomwun et al. (2021)</xref> found co-trimoxazole directly binding to HLA-B*13:01 induced drug-specific T cell response and further immune mechanism including IL-13, IFN-γ, granzyme B, and IL-22 secretion in Thai population.</p></sec><sec id="s3-2"><title>3.2 Penicillins</title><p>Penicillin and its derivatives are antimicrobial agents frequently used to treat a variety of bacterial infection in the world (<xref rid="B12" ref-type="bibr">Chang et al., 2020</xref>). <xref rid="B147" ref-type="bibr">Zhou et al. (2016)</xref> reported that the prevalence of penicillin allergy was 12.8%. Penicillins may cause drug hypersensitivity-related skin lesions, varying from skin rash to SCARs (<xref rid="B62" ref-type="bibr">Lin et al., 2014</xref>). According to <xref rid="B55" ref-type="bibr">Krebs et al. (2020)</xref> genome-wide associated study (GWAS), HLA-B*55:01 is a genetic biomarker for penicillin allergy in European population. Another GWAS involving 5 countries (Australia, France, Italy, Spain, and United Kingdom) concluded that HLA-DRB*10:01 is associated with immediate penicillin hypersensitivity, but not delayed penicillin hypersensitivity (<xref rid="B81" ref-type="bibr">Nicoletti et al., 2021</xref>). <xref rid="B98" ref-type="bibr">Romano et al. (2022)</xref> conducted next-generation sequencing (NGS) and found that HLA-DRB3*02:02 is associated with delayed penicillin hypersensitivity in Italian population. A case-control study unveiled that HLA-C*04:06, HLA-C*08:01, and HLA-DRB1*04:06 are associated with β-lactam delayed reaction in Thai children (<xref rid="B109" ref-type="bibr">Singvijarn et al., 2021</xref>).</p></sec><sec id="s3-3"><title>3.3 Piperacillin-Tazobactam</title><p>Piperacillin is an extended-spectrum penicillin usually found in combination with tazobactum, a β-lactamase inhibitor (<xref rid="B27" ref-type="bibr">Drawz and Bonomo, 2010</xref>). Piperacillin-tazobactam could cover most of the gram-positive and gram-negative bacteria, including <italic toggle="yes">Pseudomonas aeruginosa</italic> (<xref rid="B138" ref-type="bibr">Wong et al., 2021</xref>). To our best understanding, only one observation study revealed that HLA-B*62 might be associated with piperacillin-tazobactam induced DRESS in European population (<xref rid="B99" ref-type="bibr">Rutkowski et al., 2017</xref>). A larger sample size may be needed to validate the above association.</p></sec><sec id="s3-4"><title>3.4 Dapsone</title><p>Dapsone, a sulfone drug with anti-microbial and anti-inflammatory effects, has been used for leprosy and dermatitis herpetiformis (<xref rid="B97" ref-type="bibr">Reunala et al., 2021</xref>; <xref rid="B61" ref-type="bibr">Li et al., 2022</xref>). The prevalence of dapsone-induced SCARs was 0.5%–3.6% after 4–6 weeks treatment (<xref rid="B96" ref-type="bibr">Rao and Lakshmi, 2001</xref>). According to <xref rid="B145" ref-type="bibr">Zhang et al. (2013)</xref> GWAS study, HLA-B*13:01 is associated with dapsone-induced hypersensitivity in Chinese population. The association between HLA*B13:01 and dapsone-induced DRESS was reported in Taiwan and Thai population, respectively (<xref rid="B133" ref-type="bibr">Wang et al., 2013</xref>; <xref rid="B16" ref-type="bibr">Chen et al., 2018b</xref>; <xref rid="B104" ref-type="bibr">Satapornpong et al., 2021</xref>). Krismawati et al. validated HLA-B*13:01 as biomarker of dapsone-induced hypersensitivity in leprosy patients among Indonesian population (<xref rid="B56" ref-type="bibr">Krismawati et al., 2020</xref>). Two meta-analysis demonstrated the association between HLA-B*13:01 and dapsone-induced SCARs in Chinese and Southeastern Asian population (<xref rid="B117" ref-type="bibr">Tangamornsuksan and Lohitnavy, 2018</xref>; <xref rid="B87" ref-type="bibr">Park et al., 2020</xref>). Most studies have revealed the relationship between HLA-B*13:01 and dapsone-induced DRESS (<xref rid="B47" ref-type="bibr">Jung et al., 2018</xref>). Satapornpong et al. found that HLA-C*03:04 is associated with dapsone-induced SCARs, although dapsone-induced DRESS and SJS/TEN showed no significance owing to weak statistical power (<xref rid="B104" ref-type="bibr">Satapornpong et al., 2021</xref>). In addition, <xref rid="B60" ref-type="bibr">Lee et al. (2022)</xref> analyzed the clinical data warehouse from Korea and found there is no association between HLA-B*13:01 and dapsone-induced SCARs in Korean population. <xref rid="B146" ref-type="bibr">Zhao et al. (2021)</xref> investigated that dapsone and its metabolite nitroso-dapsone are selectively interacted with HLA-B*13:01 to activate CTLs related cytotoxicity. Recently, <xref rid="B46" ref-type="bibr">Jiang et al. (2022)</xref> demonstrated that HLA-B*13:01-dapsone-TCR immune molecular mechanism is formed according to pharmacological-interaction model.</p></sec><sec id="s3-5"><title>3.5 Vancomycin</title><p>Vancomycin, a glycosylated peptide antibiotic, has been used mainly for resistant gram-positive bacteria-related infection (<xref rid="B25" ref-type="bibr">Dinu et al., 2020</xref>). According to a recent large electronic healthcare record database, the prevalence of vancomycin-induced DRESS was 39% (<xref rid="B93" ref-type="bibr">Pirmohamed, 2019</xref>; <xref rid="B136" ref-type="bibr">Wolfson et al., 2019</xref>). Furthermore, the literature on vancomycin-induced SJS/TEN is rare (<xref rid="B71" ref-type="bibr">Minhas et al., 2016</xref>; <xref rid="B23" ref-type="bibr">De Luca et al., 2020</xref>). <xref rid="B144" ref-type="bibr">Young et al. (2014)</xref> reported that there is no association between HLA alleles and vancomycin-induced DRESS, probably due to only three patients. HLA-A*32:01 is associated with vancomycin-induced DRESS in European population (<xref rid="B54" ref-type="bibr">Konvinse et al., 2019</xref>). <xref rid="B8" ref-type="bibr">Bellon et al. (2022)</xref> also revealed the association between HLA-A*32:01 and vancomycin-induced DRESS in Spanish population. Recently, we reported the association between HLA-A*32:01, HLA-B*07:05, HLA-B:40:06, HLA-B*67:01 and vancomycin-induced DRESS in Taiwanese population (<xref rid="B130" ref-type="bibr">Wang et al., 2022c</xref>). However, <xref rid="B60" ref-type="bibr">Lee et al. (2022)</xref> reported that there is no association between HLA-A*32:01 and vancomycin-induced SCARs in Korean population according to clinical data from Seoul National University Hospital. <xref rid="B77" ref-type="bibr">Nakkam et al. (2021)</xref> elucidated the possibility of cross-reactivity between vancomycin, teicoplanin, and dalbavancin in HLA*A-32:01 patients with previous vancomycin-induced DRESS. <xref rid="B83" ref-type="bibr">Ogese et al. (2021)</xref> reported that the direct interaction of vancomycin-induced DRESS between vancomycin and HLA*A-32:01 and further high expression of CXCR3, CCR4, IL-13, and IFN-γ.</p></sec><sec id="s3-6"><title>3.6 Clindamycin</title><p>Clindamycin, a macrolide antibiotic, used for several bacterial infection including atypical pneumonia, middle ear infection and endocarditis (<xref rid="B22" ref-type="bibr">Dashti et al., 2022</xref>). <xref rid="B143" ref-type="bibr">Yang et al. (2017)</xref> reported that there is an association between HLA-B*51:01 as well as HLA-B*15:27 and clindamycin-related CADRs in Chinese population. To our best knowledge, no studies have reported the association between HLA alleles and clindamycin-induced SCARs.</p></sec><sec id="s3-7"><title>3.7 Strontium ranelate (SR)</title><p>SR is used for treatment of severe osteoporosis (<xref rid="B140" ref-type="bibr">Yang et al., 2014</xref>). Although there is a moderate risk for SR-induced DRESS in French population (<xref rid="B4" ref-type="bibr">Agier et al., 2016</xref>), no further studies have reported the association between HLA alleles and SR-induced DRESS (<xref rid="B3" ref-type="bibr">Adwan, 2017</xref>). <xref rid="B59" ref-type="bibr">Lee et al. (2016)</xref> reviewed several cases in Singapore and found the association between HLA-A*33:03 as well as HLA-B*58:01 and SR-induced SJS/TEN in Chinese population. Recently, <xref rid="B15" ref-type="bibr">Chen et al. (2021b)</xref> demonstrated that there is an association between HLA-A*33:03 and SR-induced SJS in Taiwanese population.</p></sec></sec><sec id="s4"><title>4 Application of HLA testing in clinical practice</title><p>Diagnosis of drug delayed hypersensitivity reaction is often tardy leading to multiple complications and even death (<xref rid="B58" ref-type="bibr">Kulkarni et al., 2022</xref>). Different population and ethnicity possess varied genetic HLA molecules, accountable for different degree of drug delayed hypersensitivity reactions (<xref rid="B47" ref-type="bibr">Jung et al., 2018</xref>). Besides, the frequency of HLA alleles and cost of prevention and management of ADR varied from one country to another, as well (<xref rid="B51" ref-type="bibr">Kloypan et al., 2021</xref>).</p><p>According to the Allele Frequency Net Database (AFND), the frequency of HLA-B*13:01 is 8%–15% in Taiwan and China. Co-trimoxazole-induced DRESS can be avoided after HLA-B*13:01 testing in Asian population. Although the frequency of HLA-A*11:01 allele is lower in Japanese population compared to Chinese and Thai population (<xref rid="B35" ref-type="bibr">Gonzalez-Galarza et al., 2018</xref>), HLA-A*11:01 is a high risk factor involved in co-trimoxazole-induced SJS/TEN in Japanese population (<xref rid="B76" ref-type="bibr">Nakamura et al., 2020</xref>). Even though lots of co-trimoxazole-induced DRESS have been reported, there is still no specific HLA alleles in European population. Larger scales of studies are required to identify the relevant HLA alleles in European population (<xref rid="B132" ref-type="bibr">Wang et al., 2021</xref>). Another example is dapsone and HLA-B*13:01. The frequency of HLA-B*13:01 is rare in European and African population, but occurs with frequency of 2%–20% in Chinese, 7% in Thai population and 1%–12% in Indian population (<xref rid="B95" ref-type="bibr">Puangpetch et al., 2014</xref>; <xref rid="B119" ref-type="bibr">Tempark et al., 2017</xref>). Moreover, HLA-B*13:01 testing is recommended for Chinese patients with leprosy before initiating dapsone therapy (<xref rid="B63" ref-type="bibr">Liu et al., 2019</xref>). Owing to the relatively high frequency of HLA-A*32:01 in European population, genetic examination before vancomycin treatment can be effective to prevent vancomycin-induced DRESS (<xref rid="B100" ref-type="bibr">Rwandamuriye et al., 2019</xref>; <xref rid="B8" ref-type="bibr">Bellon et al., 2022</xref>). <xref rid="B37" ref-type="bibr">Hama et al. (2022)</xref> reported that the frequency of HLA-A*32:01 is 6.8% in European population and 20% of whom developed vancomycin-induced DRESS. Unlike drug-induced SJS/TEN and DRESS, there has not been a definite link between drug-induced AGEP and specific HLA genotypes (<xref rid="B86" ref-type="bibr">Owen and Jones, 2021</xref>). Individuals with IL-36 RA deficiency seems to being subjected to drug-induced AGEP. However, it is still unclear how IL-36 RA deficiency leads to AGEP (<xref rid="B32" ref-type="bibr">Gabay and Towne, 2015</xref>).</p></sec><sec id="s5"><title>5 Current trends and future perspectives</title><p>With the increasing number of published studies regarding genetic polymorphisms associated with drug delayed hypersensitivity reaction, HLA alleles of SCARs could be drug-specific, ethnicity-specific and phenotypic-specific (<xref rid="B118" ref-type="bibr">Tempark et al., 2022</xref>). Considering the morbidity rate, mortality rate and economic burden of SCARs, it is imperative for SCAR prevention to have an efficient and effective method (<xref rid="B142" ref-type="bibr">Yang et al., 2021</xref>). Serum granulysin level can be not only a potential marker for the early phase of SJS/TEN, but also a predictive marker for DRESS diagnosis and prognosis (<xref rid="B18" ref-type="bibr">Chung et al., 2008</xref>; <xref rid="B102" ref-type="bibr">Saito et al., 2012</xref>). Serum IL-15 level can become a marker for SJS/TEN early diagnosis and prognosis monitoring (<xref rid="B113" ref-type="bibr">Su et al., 2017</xref>). In addition, serum TARC level was identified as a potential biomarker for DRESS severity and prognosis (<xref rid="B52" ref-type="bibr">Komatsu-Fujii et al., 2018</xref>). Moreover, epigenetic association has been found in SCARs patients (such as ITGB2 methylation associated with allopurinol-induced SCARs) (<xref rid="B64" ref-type="bibr">Liu et al., 2023</xref>). Recently, the high-throughput technologies including whole genome sequencing (WGS) and whole exome sequencing (WES) offer us rapid method to screen the genetic variants (<xref rid="B131" ref-type="bibr">Wang et al., 2022a</xref>). A number of studies have advocated the use of pharmacogenetic testing in terms of cost-effectiveness. Compared to dealing with the life-threatening severe ADR, single HLA allele testing alleviates the cost. Currently, HLA-B*57:01 screening before abacavir treatment, HLA-B*15:02 screening before cabamazepine treatment and HLA-B*58:01 screening before allopurinol treatment have been a standard operation procedure for SCARs prevention (<xref rid="B41" ref-type="bibr">Hung et al., 2005</xref>; <xref rid="B67" ref-type="bibr">Mallal et al., 2008</xref>; <xref rid="B30" ref-type="bibr">Fan et al., 2017</xref>). Hopefully, with the increasingly studies regarding antibiotics as well as SR and HLA alleles, the promising HLA molecules will become standard screening before antibiotics prescription.</p></sec></body><back><sec id="s6"><title>Author contributions</title><p>C-HW, C-WW, K-CL, S-IH, and W-HC contributed to the conception. C-HW writing of the manuscript. C-WW, W-TC, K-CL, C-BC, S-IH, and W-HC reviewed and revised the manuscript. All authors contributed to the article and approved the submitted version.</p></sec><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’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><ref-list><title>References</title><ref id="B1"><mixed-citation publication-type="journal">
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