<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.1064073</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Patient genetics shape the autoimmune response in the blistering skin disease pemphigus vulgaris</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Baker</surname>
<given-names>John</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1856276"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Seiffert-Sinha</surname>
<given-names>Kristina</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/515537"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sinha</surname>
<given-names>Animesh A.</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/445632"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Dermatology Department, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo</institution>, <addr-line>Buffalo, NY</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Enno Schmidt, University of L&#xfc;beck, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Artem Vorobyev, University Medical Center Schleswig-Holstein, Germany; Maryam Masoumi, Qom University of Medical Sciences, Iran; Kimia Jazi, Qom University of Medical Sciences, in collaboration with reviewer MM</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Animesh A. Sinha, <email xlink:href="mailto:aasinha@buffalo.edu">aasinha@buffalo.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Autoimmune and Autoinflammatory Disorders : Autoimmune Disorders, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1064073</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Baker, Seiffert-Sinha and Sinha</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Baker, Seiffert-Sinha and Sinha</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>
<sec>
<title>Background and aim</title>
<p>Pemphigus vulgaris (PV) is known to have one of the strongest HLA associations among autoimmune diseases. DRB1*0402 and DQB1*0503 in particular are significantly overrepresented in PV patients in certain worldwide populations. Yet, there remain significant gaps in our understanding regarding the precise link between PV-associated HLA molecules, the specificity of the autoimmune response, and clinical expression. In this study we assessed correlations between factors including HLA genotype, ethnicity, autoantibody levels, and lesion distribution in a cohort of 293 patients.</p>
</sec>
<sec>
<title>Methods and population</title>
<p>Participants were recruited from multiple outpatient dermatology clinic settings and patient support meetings in the USA. On intake, patients provided venous blood samples and answered questionnaires regarding their current disease activity.</p>
</sec>
<sec>
<title>Results</title>
<p>Eighty-one percent of patients typed as either DRB1*0402 or DQB1*0503 with a high prevalence of DRB1*0402 in patients of Ashkenazi Jewish or Caucasian (non-Jewish) descent (86% and 42%, respectively) and DQB1*0503 in patients of Southeast Asian descent (78%). Patients typing as HLA DRB1*0402 had higher levels of anti-desmoglein (Dsg)3 antibodies (204.6 +/- 340.5 IU/ml) than patients without DRB1*0402 (138.5 +/- 236.4 IU/ml) (p=0.03) and had mucosal only lesions more often than cutaneous only or mucocutaneous lesions. Patients typing as DQB1*0503 had higher levels of anti-Dsg1 antibodies (47.3 +/- 59.8 IU/ml) compared to other groups (27.8 +/- 43.7 IU/ml) (p=0.06) and higher rates of mucocutaneous disease than other lesion types. We also report an unexpected HLA association of DRB1*0804 in PV patients of African descent. Sixty-four percent of this population carried the DRB1*0804 allele, and presented with highly elevated levels of anti-Dsg3 (p=0.02). However, neither African heritage nor the presence of DRB1*0804 correlated with a predilection to any specific lesion morphology. Patients that carried neither DRB1*0402, nor DQB1*0503 or DRB1*0804 had the lowest levels of anti-Dsg3 antibodies (60.0 +/- 80.0 IU/ml) and the highest rate of solely cutaneous disease compared to carriers of these&#xa0;alleles.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our data illuminate the broader impact of genetic factors on disease development by showing that differences in HLA expression among patients and ethnicities play a large role in driving distinct patterns of antibody selection and disease phenotype in PV. These findings provide insights regarding clinical heterogeneity, and are relevant to developing improved, patient tailored management strategies.</p>
</sec>
</abstract>
<kwd-group>
<kwd>pemphigus vulgaris</kwd>
<kwd>HLA</kwd>
<kwd>genetics</kwd>
<kwd>autoimmunity</kwd>
<kwd>ethnicity</kwd>
<kwd>autoantibodies</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="13"/>
<word-count count="5894"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Pemphigus Vulgaris (PV) is a rare autoimmune blistering disorder characterized by mucosal and/or skin lesions due to the presence of autoantibodies against desmosomal proteins involved in cell-adhesion. Autoantibody binding leads to suprabasilar acantholysis in the epithelium resulting in superficial blisters that rupture easily and often present as open erosions. Like other autoimmune diseases, the etiology of PV is complex and multifactorial, involving genetic, environmental, and immunologic factors. Moreover, there is considerable clinical heterogeneity within given autoimmune diseases, including PV, that is unexplained and confounds clinical management. Numerous studies have reported a strong association between certain HLA alleles and PV, particularly the class II HLA alleles DRB1*0402 and DQB1*0503 (<xref ref-type="bibr" rid="B1">1</xref>). HLA alleles are major players in autoimmune development that predispose individuals to target self-antigens (<xref ref-type="bibr" rid="B2">2</xref>). These alleles are highly polymorphic genes of the major histocompatibility complex (MHC) coding for HLA class I and II molecules that are instrumental in antigen presentation for the initiation of immune responses, including those directed against self-antigens in the case of autoimmunity (<xref ref-type="bibr" rid="B3">3</xref>). While it is established that specific HLA alleles are a requirement for autoimmune development, the direct links between genetic susceptibility elements, the specificity of the autoimmune response and the ultimate clinical presentation of disease have not been clearly mapped.</p>
<p>There is some evidence in the literature indicating that carrying a particular HLA allele associated with a certain autoimmune condition may also influence disease presentation. For example, the DRB1*0103 allele is associated with the isolated colonic form of Crohn&#x2019;s disease (<xref ref-type="bibr" rid="B4">4</xref>). In rheumatoid arthritis, a shared isotope involving 5 amino acids in the DRB1 locus is associated with earlier disease presentation and more severe bone erosions (<xref ref-type="bibr" rid="B5">5</xref>). For PV, the relationship between the expression of specific HLA alleles and disease presentation remains unclear, previous studies were limited by sample size and conflicting results (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Svecova et&#xa0;al. reported that DRB1*0402 and DQB1*0302 were associated with more severe disease, but Le et&#xa0;al. conversely found that DRB1&#x2217;04 alleles are likely to be associated with mild and moderate disease. Notably these studies had no more than 50 PV patients per study, and the two conflicting studies are from Slovakia and India, two countries with relatively ethnically homogeneous populations.</p>
<p>Using a large biorepository of PV patients collected over two decades with well-annotated data on disease presentation, we set out to systematically assess for patterns linking a multitude of disease relevant parameters including ethnicity, HLA type, autoantibody levels, and lesion morphology. We confirm previously described HLA associations in well-studied ethnic populations, but also find an unexpected HLA association in the previously underrepresented group of PV patients of African descent. We also uncover associations of specific HLA allele expression with autoantibody profiles and phenotype. This information deepens our understanding of key pathogenetic mechanisms in PV that direct disease activity and underlie clinical heterogeneity, with relevance to improving management strategies targeted to patient subpopulations. This work illuminates previously unrecognized patterns linking genetic susceptibility, autoimmune specificity and disease phenotype.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Patient population</title>
<p>Participants were enrolled into our autoimmune blistering disease biorepository <italic>via</italic> Dermatology outpatient clinics at Weill Cornell Medical College, Michigan State University, and the University at Buffalo, as well as annual meetings of the International Pemphigus and Pemphigoid Foundation (IPPF). The study was approved by the institutional review boards of all academic institutions involved (IRB number 0998-398, 05-1034, and 456887, respectively). All ethical guidelines were followed, including a written informed consent prior to enrollment.</p>
<p>Upon enrollment, patients with a biopsy confirmed diagnosis of PV provided information regarding demographics, disease history, lesion morphology, disease classification, family history, and past medical history. Patients also provided venous blood samples from which serum and DNA was isolated for immediate use or storage at -80&#xb0;C for future use. Patients visiting more than once provided venous blood and current clinical information at subsequent visits when possible.</p>
<p>A total of 644 samples from 293 patients were included in this study. Patient demographic information can be found in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Pemphigus disease activity was determined using consensus guidelines created by the International Pemphigus Committee (<xref ref-type="bibr" rid="B9">9</xref>). Patients were considered to be active if they had 3 or more non-transient lesions (lasting longer than 1 week), experienced extension of existing lesions, or both.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Study population demographics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Population (n)[# of samples]</th>
<th valign="top" align="center">Female/Male ratio</th>
<th valign="top" align="center">Mean Age of Onset (Years+/- SD)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Total Patients</italic>
</td>
<td valign="top" align="center">
<italic>293 [647]</italic>
</td>
<td valign="top" align="center">
<italic>1.96</italic>
</td>
<td valign="top" align="center">
<italic>47.4 (+/- 13.6)</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">African American</td>
<td valign="top" align="center">11 [35]</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">42.5 (+/- 13.5)</td>
</tr>
<tr>
<td valign="top" align="left">Ashkenazi Jewish</td>
<td valign="top" align="center">77 [269]</td>
<td valign="top" align="center">1.85</td>
<td valign="top" align="center">50.9 (+/- 12.6)</td>
</tr>
<tr>
<td valign="top" align="left">Caucasian</td>
<td valign="top" align="center">148 [259]</td>
<td valign="top" align="center">2.02</td>
<td valign="top" align="center">48.0 (+/- 14.0)</td>
</tr>
<tr>
<td valign="top" align="left">East Asian</td>
<td valign="top" align="center">6 [13]</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">39.5 (+/- 7.6)</td>
</tr>
<tr>
<td valign="top" align="left">Hispanic</td>
<td valign="top" align="center">28 [39]</td>
<td valign="top" align="center">2.5</td>
<td valign="top" align="center">44.3 (+/- 11.8)</td>
</tr>
<tr>
<td valign="top" align="left">South Asians</td>
<td valign="top" align="center">23 [32]</td>
<td valign="top" align="center">1.3</td>
<td valign="top" align="center">39.7 (+/- 14.1)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<title>Analysis of HLA</title>
<p>High resolution HLA typing was completed by PCR amplification using sequence specific primers at the Histocompatibility and Immunogenetics Laboratory at Michigan State University with commercial kits (One lambda, Thermo Fisher Scientific).</p>
</sec>
<sec id="s2_3">
<title>Detection of anti-Dsg3 and anti-Dsg1</title>
<p>Anti-Dsg3 and anti-Dsg 1 levels were determined <italic>via</italic> ELISA (RG-M7593-D; MBL Intl., Woburn, MA) as per manufacturer&#x2019;s protocol using a 1:101 serum dilution or diluted further as needed if the serum antibody levels were higher than 140&#xa0;U/ml. The kits detect immunoglobulin G (IgG) antibodies directed against Dsg3 and Dsg1, but do not distinguish between IgG subclasses. Levels of anti-Dsg3 and -1 are presented in IU/ml. In order to determine whether a given unit value is considered positive, for the purposes of this publication, a cutoff of &gt;20IU/ml was utilized as per previous manufacturer recommendations. However, it should be noted that the current manufacturer recommended cutoff for anti-Dsg 3/1 stands at 36/37 U/ml, but that our own research group considers a cut-off of 10 U/ml positive (based on comparisons with our own healthy control population).</p>
</sec>
<sec id="s2_4">
<title>Detection of anti-thyroid peroxidase and anti-thyroglobulin levels</title>
<p>Anti-TPO ELISA and anti-Tg ELISA were completed <italic>via</italic> standard protocols using GenWay Biotech (San Diego, CA) kits (GWB-521202 and GWB-521201, respectively). These kits are able to detect immunoglobulin G (IgG) antibodies against TPO, but do not distinguish between subclasses of IgG. Anti-TPO positivity was defined as equal to or larger than 20IU/ml. This cutoff has been used in previous studies to determine anti-TPO positivity (<xref ref-type="bibr" rid="B10">10</xref>). Additionally, we determined that this cutoff resulted in 7.6% of our control population being positive for anti-TPO, which aligns with general findings that about 8% of healthy individuals present with anti-TPO positivity (<xref ref-type="bibr" rid="B11">11</xref>). Anti-Tg positivity was defined as equal to or larger than 5 IU/mL. This cutoff was determined statistically through our control subjects&#x2019; anti-Tg levels (mean and standard deviation (1.18 &#xb1; 2.03 IU/mL) and adding two standard deviations to the mean (5.24 IU/mL).</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>One-way ANOVA testing was used to assess anti-Dsg3/-1 ELISA levels and anti-TPO/-Tg ELISA levels across ethnic groups and patients grouped by HLA association. P-values of p &#x2264; 0.05 were considered to be statistically significant. To assess frequencies of lesion morphologies across different ethnicities and HLA groups we employed chi-square test of independence to compare groups. To assess if individual patient populations had significant bias towards a specific lesion morphology, we used chi-square goodness of fit test. To determine our expected lesion distribution frequencies for the chi-square goodness of fit test we totaled all groups and used the distribution of lesion morphology as our expected frequencies.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>DRB1*0402, DQB1*0302, and DQB1*0503 are the most common PV-associated HLA alleles</title>
<p>It has previously been described that, after accounting for linkage disequilibrium, the truly disease-relevant HLA associations in PV are restricted to the DRB and DQB loci (<xref ref-type="bibr" rid="B1">1</xref>). To assess HLA DRB and DQB allele frequencies in our population, DRB and DQB alleles were first divided by allele group (e.g. 01+, 03+, 05+; low resolution typing). Certain HLA allele groups of interest were further separated by specific HLA protein expression typing if an association with PV had previously been suggested (e.g. DRB1*0402; high resolution typing).</p>
<p>The most common HLA allele within DRB1 was DRB1*0402 (60% of patients), distantly followed by DRB1*1404 (9%), DRB1*1454 (6%), and DRB1*0804 (6%) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The most common specific DQB1 HLA alleles were DQB1*0302 (60% of patients) and DQB1*0503 (30%), followed by DQB1*0301 (17%), and DQB1*0501 (12%) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Some of these alleles have previously been shown to be in linkage disequilibrium with each other, resulting in some non-pathogenic alleles commonly being present in pemphigus patients. For example, DQB1*0302 has been shown to be in linkage disequilibrium with DRB1*0402 and is not considered pathogenic for PV (<xref ref-type="bibr" rid="B1">1</xref>). Also, DRB1*1401, which was present in 2% of the population, has been shown to be in linkage disequilibrium with DQB1*0503 (<xref ref-type="bibr" rid="B1">1</xref>). It should also be noted that at the time of Lee et&#xa0;al. publication, DRB1*1454, present in 4% of patients, had yet to be discovered as a separate from DRB1*1401. Our data again confirms that DRB1*0402 and DQB1*0503 are the dominant alleles in pemphigus patients.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Percent of Patients Positive for most common HLA Alleles with <bold>(A)</bold> DRB and <bold>(B)</bold> DQB. Each patient expresses two alleles for DRB and DQB. The copy number of each allele was noted and allele frequencies were subsequently calculated as percent of patients carrying a given allele. The detected alleles are presented in descending order as allele group in low resolution (e.g. DRB1*01+ or DQB1*06+) if no specific HLA protein within that group was highly prevalent. If specific HLA alleles were highly prevalent within an allele group, they are presented in high resolution as the specific HLA protein (e.g. DRB1*04:02 and DRB1*04:04 or DQB1*03:02 and DQB1*03:03). The use of the symbol &#x201c;/&#x201d; indicated that the specific primers used for high resolution typing were unable to further distinguish between different alleles (i.e. DQB1*03:01/27/28 could be either DQB1*03:01, DQB1*03:27 or DQB1*03:28). The top 15 alleles or allele groups are shown in each locus.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1064073-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Dominant PV-associated HLA allele expression varies between ethnic groups</title>
<p>To assess whether HLA associations differed between ethnic groups, patients were stratified by ethnicity and assessed for presence or absence of the known pemphigus-associated HLA alleles DRB1*0402 and/or DQB1*0503 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). DRB1*0402 was the predominant allele in the Ashkenazi Jewish, and Hispanic populations and was also seen in half of the non-Jewish Caucasian population. The South Asian population was overwhelmingly positive for the presence of DQB1*0503 alleles, and 50% of East Asians that carried DQB1*0503 were DRB1*0402 negative. Interestingly, the African-American population was overwhelmingly negative for these two PV-associated HLA alleles, with only 1 patient (9% of patients) carrying DQB1*0503, and no patients carrying DRB1*0402. Upon assessing which HLA alleles other than DRB1*0402 and DQB1*0503 where present in the African-American population, we found that the DRB1*0804 allele was expressed in the majority of these patients (64%) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). The DRB1*0804 allele was also found in Caucasians and Hispanic patients at low rates (7% and 6%, respectively), and was not present in any other ethnicities, suggesting that this allele could be of disease relevance in the thus far understudied PV population of African descent.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Distribution of PV-associated HLA alleles in PV Patients by Ethnicity. <bold>(A)</bold> Distribution of the known PV-associated HLA alleles DRB1*0402 and DQB1*0503 in PV patients by ethnicity. Expression of at least one allele of DRB1*0402 (blue) and DQB1*0503 (red) is expressed as percent out of the specific ethnic group analyzed. The percentage of patients not expressing either of these two alleles (&#x201c;Other&#x201d;) is depicted in orange. <bold>(B)</bold> Addition of DRB1*0804 expression to the distribution of the known PV-associated HLA Alleles DRB1*0402 and DQB1*0503 in PV Patients by Ethnicity. Expression of at least one allele of DRB1*0402 (blue), DQB1*0503 (red) and DRB1*0804 (green) is expressed as percent out of the specific ethnic group analyzed. The percentage of patients not expressing either of these three alleles (&#x201c;Other&#x201d;) is depicted in orange.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1064073-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Autoantibody levels vary significantly with HLA status</title>
<p>To assess whether autoantibody expression and levels were influenced by HLA association, patients in the active phase of disease (n=149 patients, 220 samples) were divided into groups based on HLA status and assessed for anti-Dsg serum profiles. In accordance with previous data by our group, anti-Dsg3 was the predominant antibody with higher mean serum levels detected across HLA-associations (<xref ref-type="bibr" rid="B12">12</xref>)(<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). DRB1*0804 positive patients had the highest average levels of anti-Dsg3 (298.3 +/- 459.3 IU/ml, 82% positive), followed by DRB1*0402-positive (204.6 +/- 340.5 IU/ml, 79% positive) and DQB1*0503-positive (111.4 +/- 94.7 IU/ml, 76% positive) patients. Patients that did not express either DRB1*0402, DQB1*0503, or DRB1*0804 had the lowest average anti-Dsg3 levels (60.0 +/- 80.0 IU/ml, 37% positive). Conversely, anti-Dsg1 antibody levels were highest in patients carrying the DQB1*0503 allele (47.3 +/- 59.8 IU/ml, 42% positive), while DRB1*0804 patients had the lowest average anti-Dsg1 levels (13.4 +/- 30.5 IU/ml, 12% positive) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Overall, differences in anti-Dsg3 levels reached statistically significant levels with a p value of p=0.03363 (one-way ANOVA), while variability in anti-Dsg1 levels only approached statistical significance with p=0.05963.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Autoantibody Levels by HLA Status in Active PV Patients. <bold>(A)</bold> Anti-Dsg1 and anti-Dsg levels by HLA association. Autoantibody levels are depicted for each patient carrying at least one allele of either DRB1*0402, DQB1*0503 or DRB1*0804 or not carrying either of these alleles. Anti-Dsg1 levels were highest in DQB1*0503 positive patients. Anti-Dsg3 levels were highest in patients carrying DRB1*0402 or DRB1*0804. Both anti-Dsg1 and anti-Dsg3 levels were lowest in patients that did not carry DRB1*0402, DQB1*0503, or DRB1*0804. <bold>(B)</bold> Anti-TPO and anti-Tg levels by HLA association. Autoantibody levels are depicted for each patient carrying at least one allele of either DRB1*0402, DQB1*0503 or DRB1*0804 or not carrying either of these alleles Both anti-TPO and anti-Tg levels were highest in patients without DRB1*0402, DQB1*0503, or DRB1*0804, and lowest in patients carrying DRB1*0402.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1064073-g003.tif"/>
</fig>
<p>In addition to anti-Dsg3 and 1 reactivity, other autoantibodies have been described in patients with PV (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). Among these non-Dsg antibodies, anti-thyroid peroxidase (TPO) and anti-thyroglobulin (Tg) reactivity has been found at higher rates in PV patients than in healthy controls (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>) and that we have previously described anti-TPO reactivity is driven by HLA status (<xref ref-type="bibr" rid="B14">14</xref>). Thus, we also assessed anti-TPO and anti-Tg reactivity in active patients divided by HLA-status (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). We find that both anti-TPO and anti-Tg levels were highest in patients without DRB1*0402, DQB1*0503, or DRB1*0804 at 38.2 +/- 86.6 IU/ml (33% positive) and 13.3 +/- 19.8 IU/ml (50% positive) respectively, while DRB1*0402 positive patients had the lowest average levels of both with mean anti-TPO of 12.6 +/- 29.3 IU/ml (19% positive) and mean anti-Tg of 1.6 +/- 7.1 IU/ml (3% positive). Differences in average anti-Tg levels between HLA groups were found to be statistically significant with p=0.00141 on one-way ANOVA.</p>
</sec>
<sec id="s3_4">
<title>Anti-Dsg3/1 levels vary significantly with ethnicity</title>
<p>It has been previously observed that autoantibody levels may vary between patients of Indian origin vs. white northern Europeans (<xref ref-type="bibr" rid="B16">16</xref>). To further assess whether autoantibody expression and levels were influenced by ethnicity, we divided patients in the active phase of disease (n=156 patients, 224 samples) by ethnicity and assessed the respective anti-Dsg and anti-thyroid autoantibody serum profiles for each group.</p>
<p>The highest levels of anti-Dsg3 Abs were found in African American patients (317.5 +/- 449.7 IU/ml, 94% positive), followed by the Ashkenazi Jewish (237.7 +/- 351.2 IU/ml, 83% positive) and Caucasian population (127.6 +/- 224.3 IU/ml, 67% positive). Anti-Dsg3 levels were lowest in Hispanic patients (62.4 +/- 58.3 IU/ml, 63% positive) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Conversely, South Asian patients displayed the highest average anti-Dsg1 levels (63.7 +/- 54.7 IU/ml, 65% positive), while East Asian, with 10.2 +/- 15.2 IU/ml (25% positive), and African American, with 12.9 +/- 29.7 (11% positive), patients had the lowest average anti-Dsg1 levels (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Both anti-Dsg3 and anti-Dsg1 levels were found to vary significantly between ethnic groups, with p values of p=0.01763 and p=0.03258 respectively (one-way ANOVA).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Autoantibody Levels by Ethnicity in Active PV Patients. <bold>(A)</bold> Anti-Dsg1 and Anti-Dsg3 antibody levels by ethnicity depicted for each patient within a specific ethnic group. <bold>(B)</bold> Anti-TPO and Anti-Tg antibody levels by ethnicity depicted for each patient within a specific ethnic group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1064073-g004.tif"/>
</fig>
<p>Mean anti-TPO levels ranged from 8 to 23 IU/ml between ethnicities, with the notable exception of East Asian patients for which the mean was less than 1 IU/ml (0% positive). East Asian patients also had the lowest average levels for Anti-Tg, 0.35 +/- 0.3 IU/ml (0% positive), however, this finding is of limited significance due to the low number of East Asian patients (n=6) enrolled in this study. African American patients had the highest average Anti-Tg (7.7 +/- 12.6, 30% positive) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Interestingly, of all DQB1*0503 positive PV patients, South Asian patients display higher anti-Dsg1 autoantibody levels (mean 66.5 +/- 56.9 IU/ml, 63% positive) than DQB1*0503 positive patients of all other ethnicities combined (36.7 +/- 59.7 IU/ml, 31% positive)(<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplemental Figure&#xa0;1</bold>
</xref>), indicating that both HLA expression as well as ethnicity can be considered independent risk factors for development of anti-Dsg1 autoantibodies.</p>
</sec>
<sec id="s3_5">
<title>Predominant lesion morphology varies by HLA type and ethnicity</title>
<p>To assess patterns of lesion morphology within HLA groups, we stratified patients into groups based on HLA status (DRB1*0402 positive, DQB1*0503 positive, DRB1*0804 positive, and patients lacking expression of DRB1*0402, DRB1*0804, or DQB1*0503) and recorded lesion morphology as mucosal only, mucocutaneous or cutaneous only at time of blood draw. Lesion morphology tended to display similar patterns across HLA types with mucosal only being the dominant lesion morphology throughout all groups. Mucocutaneous morphology followed solely mucosal presentation in all groups possessing the DRB1*0402, DQB1*0503, or DRB1*0804 alleles. However, patients that did not carry the DRB1*0402, DQB1*0503, or DRB1*0804 alleles were the only group to have more visits with solely cutaneous lesions than mucocutaneous lesions (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Lesion Morphology at time of visit in active PV patients. <bold>(A)</bold> Lesion morphology by HLA association. Lesion morphology was assessed for each patient carrying at least one allele of either DRB1*0402, DQB1*0503 or DRB1*0804 or not carrying either of these alleles at time of visit when in active disease. <bold>(B)</bold> Lesion morphology by ethnicity. Lesion morphology was assessed for each visit of patients within a specific ethnic group in the active phase of disease. Note that some patients were seen several times over the course of their study participation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1064073-g005.tif"/>
</fig>
<p>In light of the association between HLA expression and ethnicity in PV shown above, we assessed whether the differences in lesion morphology seen within HLA subgroups extend to different ethnic groups. Mucosal lesions were the predominant manifestation of PV for patients of Caucasian and Ashkenazi Jewish descent. East Asians displayed only mucosal disease at time of intake, although conclusions cannot be drawn at this time due to the small sample size. Solely cutaneous lesions were equal to or more common than mucosal only in the African American, South Asian and Hispanic populations. South Asians were the only population to have a predominant mucocutaneous presentation at visits (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Taken together these data indicate that morphology is skewed towards mucosal presentation in Jewish and non-Jewish Caucasian populations, while it is skewed towards cutaneous presentation in the Hispanic population and is equally distributed among South Asians and African Americans. Chi-squared goodness of fit test was used to assess variation in lesion morphology by ethnicity and HLA group (see Materials and Methods). The only population that approached statistical significance was the Hispanic population (p=0.06). While the East Asian population had a p-value approaching significance (=0.087), there were only four samples in this group, limiting the significance of this finding.</p>
</sec>
<sec id="s3_6">
<title>No association of PDAI scores with gender, age of onset, ethnicity, and HLA</title>
<p>PDAI scores were available for a small subset of our study population visits (n=85). PDAI values by gender, age of onset, HLA, and ethnicity can be found in <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. We found no statistically significant differences regarding PDAI values and gender, age of onset, ethnicity, and HLA status. Future studies with larger numbers of patients will be needed to better assess the extent to which genetic factors impact overall disease severity.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>It is understood that HLA molecules play a crucial role in the HLA-peptide-TCR tripartite that is crucial for mounting adaptive immune system responses to both foreign pathogens as well as self-tissue targets in the case of autoimmune disease (<xref ref-type="bibr" rid="B17">17</xref>). By directing the autoimmune response and the effector cells and autoantibodies that drive it, we speculate that HLA alleles also help shape the clinical presentation brought on by these antibodies.</p>
<p>Our data confirms and expands on previously determined associations between specific HLA alleles and PV. For instance, for DRB1, we confirm the well-known association of the 0402 allele and PV (<xref ref-type="bibr" rid="B1">1</xref>) in the larger study population analyzed here, where DRB1*0402 is the most common pemphigus-associated allele. The second most common specific DRB1 allele in our population was found to be 1404, which has been suggested as possibly associated with PV in Chinese and Pakistani studies, but its significance has yet to be determined (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). In our population, DRB1*0402 is paired with DQB1*0302 in almost all cases (172 out of 175 total). Our group has previously shown that DQB1*0302 is most likely in itself not a major contributor to disease, but is inherited together with DRB1*0402 because of strong linkage disequilibrium (<xref ref-type="bibr" rid="B1">1</xref>). Following DQB1*0302, we found DQB1*0503 as the most common DQB allele, which has been reported for PV previously (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>It is striking, however, how the distribution of these two PV-associated HLA alleles varies between ethnic groups. PV patients identifying as being of Ashkenazi Jewish descent are predominant carriers of the DRB1*0402 allele (95% of patient within this ethnic group carry at least one DRB1*0402 allele). This is in line with (i) studies on Jewish PV patients from Israel that report around 90% DR4 positivity (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) and (ii) the reported allele frequency of up to 15% of this allele in the general Israeli population (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Despite the high prevalence of DRB1*0402 in this population, PV is still rare within Israel, highlighting the multifactorial genesis of PV in which other factors in addition to the HLA background ultimately led to disease expression.</p>
<p>DQB1*0503, on the other hand, is the predominant allele in the South Asian population (in our study 82% of all South Asian patients carry this allele). An overabundance of this allele has been shown in this population before (allele frequency of up to 13% in a study from India) (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Despite the fact that both DRB1*0402 and DQB1*0503 are fairly rare amongst European populations, these are the two leading alleles within non-Jewish Caucasian PV patients who show a fairly equal distribution of DRB1*0402 and DQB1*0503 (55% and 36% of all non-Jewish Caucasian patients, respectively).</p>
<p>In addition to the accepted HLA alleles, our study has uncovered a previously underappreciated allele in PV, namely DRB1*0804. While only 6% of our entire patient population are DRB1*0804 positive, it should be noted that this allele is most commonly seen in African American PV patients, of which 64% are carriers. Since only one of these African-American patients carried the previously PV-associated allele DQB1*0503 and none carried DRB1*0402, the data suggest that DRB1*0804 can be considered a PV susceptibility allele in its own right. DRB1*0804 has been associated with African descent in several studies (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). A comprehensive analysis of HLA allele frequencies worldwide found that DRB1*0804 is by far the most frequent in northwestern Africa, around modern Burkina Faso, and is more prevalent throughout Africa than other continents (<xref ref-type="bibr" rid="B24">24</xref>). While DRB1*0804 has not been studied as extensively in the context of PV, previous studies have noted that DRB1*0804 is increased in PV patients in Brazil and Egypt (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Our findings highlight how closely PV is associated with different HLA alleles in different ethnic populations. Importantly, beyond establishing associations of HLA expression in PV patients of different ethnic backgrounds, our data further shows that the expression of certain HLA molecules in the context of PV is highly associated with, and likely shapes antibody selection and ultimately lesional phenotype. In this context, it has previously been shown that HLA DRB1*0402 contains a binding motif that can selectively bind Dsg3 specific peptides (<xref ref-type="bibr" rid="B30">30</xref>) and present them to DRB1*0402-restricted autoreactive CD4(+) T cells to initiate the production of Dsg3-reactive IgG autoantibodies (<xref ref-type="bibr" rid="B31">31</xref>). In line with these findings, patients carrying DRB1*0402 were found to express relatively higher levels of anti-Dsg3 autoantibodies. DRB1*0402 positive patients, including those with ethnicities in which the allele is prevalent, such as Ashkenazi Jewish and non-Jewish Caucasian, were predisposed to developing mucosal PV lesions over mucocutaneous and cutaneous only lesions.</p>
<p>Patients that carried DQB1*0503, including South Asian patients who are heavily DQB1*0503 positive, had higher rates of mucocutaneous disease than other patients. Moreover, expression of the DQB1*0503 allele was found to predispose patients to having relatively higher levels of anti-Dsg1 autoantibodies, perhaps a reflection of differing peptide binding capacities between DQB1*0503 vs DRB1*0402 molecules that link to anti-Dsg3 and anti-Dsg1 responses. Interestingly, when DQB1*0503 positive patients were subdivided by ethnicity, South Asian patients (n=16) had average anti-Dsg1 levels almost twice that of patients of other ethnicities (n=30) (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplemental Figure&#xa0;1</bold>
</xref>), indicating that South Asian ethnicity, beyond reasons linked to HLA type, in itself is associated with elevated anti-Dsg1 expression, implicating additional thus far unknown genetic and/or environmental factors. While these results did not reach statistical significance (p=0.11), repeating this analysis with a larger sample size may elucidate the true significance of this discrepancy. Nevertheless, our findings are consistent with a study by Harman et&#xa0;al. in which 75% of Indian PV patients were positive for anti-Dsg1, compared to only 45% of White patients and 56% of patients of &#x201c;other&#x201d; ethnic background (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>It is noteworthy that patients typing as DRB1*0804, despite displaying the highest mean levels of anti-Dsg3 and the lowest mean levels of anti-Dsg1 when compared to all other HLA-associations, did not show a clear predilection for morphology. In fact, this population split equally into patients carrying mucosal and patients carrying cutaneous lesions, indicating that autoantibody selection in itself it not an absolute factor in determining lesion location (skin vs. mucosal). This point is further underlined by the fact that the Hispanic population, despite being predominantly DRB1*0402 positive, displays relatively low levels of anti-Dsg3 and also did not have a predisposition towards mucosal disease, but instead was the only population with more cutaneous disease than mucosal or mucocutaneous. These data indicate that while DRB1*0402 appears to favor the selection of anti-Dsg3 antibody specificities, correspondingly leading to the predominantly mucosal pattern predicted according to the Dsg-Compensation hypothesis (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>), supplemental genetic and/or environmental elements must also play a role in determining lesional fate, again underscoring the multifactorial basis of disease.</p>
<p>Of note, patients that did not express the typical disease-associated HLA alleles, i.e. those typing negative for DRB1*0402, DQB1*0503, or DRB1*0804, had very low levels of anti-Dsg antibodies and the highest levels of cutaneous only lesions among all HLA-subgrouping analyzed. We and others have suggested before that non-Dsg antibodies or other thus far underappreciated factors may help explain lesion development in the absence of the accepted PV-associated antibodies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>). Our group has also previously reported that in a slightly smaller patient set than the one used in this study, anti-TPO and anti-Tg have higher activity rates in patients not expressing DRB1*0402 and/or DQB1*0503. This study supports the notion that non-Dsg antibodies such as those directed against anti-TPO and-Tg may be of relevance in patients lacking the typical PV-associated alleles, since we show the highest levels of both antibodies in either DRB1*0804 positive patients or those lacking all 3 susceptibility alleles (DRB1*0402-, DQB1*0503- and DRB1*0804-triple negative). It should be noted that a number of non-Dsg autoantibodies besides anti-TPO and anti-Tg have been reported in PV (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B35">35</xref>). While not investigated in this report, these specificities may similarly play a role in fine-tuning the autoimmune response in select patients.</p>
<p>Overall, our analysis reveals and reinforces an overarching theme: there are clear variances in HLA types found in PV patients of differing ethnic origin (including an unexpected and novel HLA association in PV patients of African descent, a historically understudied population in the context of PV), and these variances in HLA type link to variances in autoantibody profiles and clinical morphology. Taken together, our data provide strong support for the novel hypothesis that HLA allele expression not only predisposes to disease development in PV, but is also crucial in shaping autoantibody profiles and phenotypic expression, and that HLA variance undergirds disease heterogeneity. We report, for the first time, clear distinctions regarding associations of various disease associated HLA alleles (which are unevenly distributed across various ethnic groups) with key immunological and clinical parameters of disease (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplemental Figure&#xa0;2A</bold>
</xref>). While the relative contributions of as yet unknown genetic and environmental factors to autoimmune activity will need further investigation, several previously unrecognized patterns and trends linked to HLA type have emerged (<xref ref-type="table" rid="T2B">
<bold>Table&#xa0;2B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplemental Figure&#xa0;2B</bold>
</xref>): 1) Patients typing as HLA DRB1*0402 (found most commonly in Ashkenazi Jewish and Caucasian non-Jewish populations) had higher levels of anti-Dsg3 antibodies than patients without DRB1*0402 and had mucosal only lesions more often than cutaneous only or mucocutaneous lesions. 2) Patients typing as DQB1*0503 (found most commonly in patients of East Asian and South Asian descent) had higher levels of anti-Dsg1 antibodies compared to other groups and higher rates of mucocutaneous disease than other lesion types. 3) PV patients of African descent carried predominantly the DRB1*0804 allele, presented with highly elevated levels of anti-Dsg3, but did not link to any specific lesion morphology. 4) Patients that carried neither DRB1*0402, nor DQB1*0503 or DRB1*0804 had the lowest levels of anti-Dsg3 antibodies and the highest rate of solely cutaneous disease compared to carriers of these alleles.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2A</label>
<caption>
<p>Summary of relationships between ethnicity, HLA type, autoantibody profile, and lesion morphology.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Ethnicity</th>
<th valign="middle" align="center">HLA Predominance</th>
<th valign="middle" colspan="4" align="center">Autoantibodies</th>
<th valign="middle" colspan="3" align="center">Clinical Presentation</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="center"/>
<th valign="middle" align="center">Anti-Dsg3*</th>
<th valign="middle" align="center">Anti-Dsg1*</th>
<th valign="middle" align="center">Anti-TPO</th>
<th valign="middle" align="center">Anti-Tg</th>
<th valign="middle" align="center">Mucosal</th>
<th valign="middle" align="center">Mucocutaneous</th>
<th valign="middle" align="center">Cutaneous</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">African American</td>
<td valign="middle" align="left">DRB1*0804</td>
<td valign="middle" align="left">Very High</td>
<td valign="middle" align="left">Very Low</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="left">Very High</td>
<td valign="middle" align="center">35%</td>
<td valign="middle" align="center">29%</td>
<td valign="middle" align="center">35%</td>
</tr>
<tr>
<td valign="middle" align="left">Ashkenazi</td>
<td valign="middle" align="left">DRB1*0402</td>
<td valign="middle" align="left">Very High</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="left">Average</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="center">45%</td>
<td valign="middle" align="center">25%</td>
<td valign="middle" align="center">29%</td>
</tr>
<tr>
<td valign="middle" align="left">Caucasian</td>
<td valign="middle" align="left">DRB1*0402 &gt; DQB1*0503</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="center">48%</td>
<td valign="middle" align="center">33%</td>
<td valign="middle" align="center">19%</td>
</tr>
<tr>
<td valign="middle" align="left">East Asian</td>
<td valign="middle" align="left">DQB1*0503</td>
<td valign="middle" align="left">Average</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="left">Very Low</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="center">100%</td>
<td valign="middle" align="center">0%</td>
<td valign="middle" align="center">0%</td>
</tr>
<tr>
<td valign="middle" align="left">Hispanic</td>
<td valign="middle" align="left">DRB1*0402 &gt; DQB1*0503</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="left">Average</td>
<td valign="middle" align="left">High</td>
<td valign="middle" align="center">42%<sup>&#x2302;</sup>
</td>
<td valign="middle" align="center">11%<sup>&#x2302;</sup>
</td>
<td valign="middle" align="center">47%<sup>&#x2302;</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">South Asian</td>
<td valign="middle" align="left">DQB1*0503</td>
<td valign="middle" align="left">Average</td>
<td valign="middle" align="left">Very High</td>
<td valign="middle" align="left">Average</td>
<td valign="middle" align="left">Low</td>
<td valign="middle" align="center">27%</td>
<td valign="middle" align="center">45%</td>
<td valign="middle" align="center">27%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The symbol * indicates the finding was of statistical significance with p&lt;0.05. The symbol <sup>&#x2302;</sup> indicates that the finding approached statistical significance with p &#x2264; 0.06. Any categories without either of these two symbols represent trends observed that did not meet statistical significance.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2B" position="float">
<label>Table&#xa0;2B</label>
<caption>
<p>Summary of relationships between HLA type, autoantibody profile, and lesion morphology.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">HLA Type</th>
<th valign="middle" colspan="4" align="center">Autoantibodies</th>
<th valign="middle" colspan="3" align="center">Clinical Presentation</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="center">Anti-Dsg3*</th>
<th valign="middle" align="center">Anti-Dsg1<sup>&#x2302;</sup>
</th>
<th valign="middle" align="center">Anti-TPO</th>
<th valign="middle" align="center">Anti-Tg*</th>
<th valign="middle" align="center">Cutaneous</th>
<th valign="middle" align="center">Muco-cutaneous</th>
<th valign="middle" align="center">Mucosal</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">DRB1*0402</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>-</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">DQB1*0503</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">DRB1*0804</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>-</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Non-DRB1*0402, DQB1*0503, DRB1*0804</td>
<td valign="middle" align="center">
<bold>-</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>+++</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
<td valign="middle" align="center">
<bold>+</bold>
</td>
<td valign="middle" align="center">
<bold>++</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The symbol * indicates the finding was of statistical significance with p&lt;0.05. The symbol <sup>&#x2302;</sup> indicates that the finding approached statistical significance with p&lt;0.06. Relative levels of lesion morphology and antibody levels have been displayed from absent to very elevated via symbols of -, +, ++, and +++ respectively. Any categories without either of these two symbols represent trends observed that did not meet statistical significance.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Interestingly, PDAI scores available for a limited number of patient visits did not reveal any significant differences when analyzed by gender, age of onset, HLA, or ethnicity, suggesting that disease severity is not predetermined by any of these factors individually. However, PDAI scores were not available for all patients or all visits and will have to be reassessed in a larger patient population later.</p>
<p>Future studies will be needed to elucidate the details of (auto)antigen recognition by each PV linked HLA allele that drive T/B cell activation and autoantibody selection and, in turn, disease morphology (lesion location). Defining these connections can be expected to deliver a fuller understanding of autoimmune induction and disease manifestation in pemphigus, and will advance the path towards precision medicine where individual genetic and immune response elements are incorporated into clinical decision making and patient management. Detailed information on the mechanisms by which HLA genes direct and determine disease-defining features is required to unravel the complexities of disease heterogeneity can be expected to improve the ability to diagnose, track and treat.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Institutional Review Board, University at Buffalo Institutional Review Board, Michigan State University Institutional Review Board, Weill Medical College at Cornell University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AS and KS-S devised the project and performed data collection. JB performed data selection, data analysis. All authors contributed to writing and critical revision of the manuscript.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We would like to acknowledge the work done by the group of John A. Gerlach, PhD, (particularly Sue C. Forney) at the Histocompatibility and Immunogenetics Lab at Michigan State University. We would also like to acknowledge Kris Attwood, PhD, Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, for his assistance in determining the most suitable statistical analyses for this manuscript.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<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/fimmu.2022.1064073/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2022.1064073/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.pdf" id="SF1" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Anti-Dsg1 levels in DQB1*0503-carrying South Asian patients compared to all other DQB1*0503-carrying Populations. South Asian patients carrying DQB1*0503 (n=16) had nearly twice the average anti-Dsg1 (mean 66.5 +/- 56.9 IU/ml) level than DQB1*0503 patients of all other ethnicities combined (n=30) (36.7 +/- 59.7 IU/ml). However, this difference was not found to be statistically significant (p=0.11, unpaired t-test).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.pdf" id="SF2" mimetype="application/pdf">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> Summary Figure of Ethnicity Associations. Autoantibody levels and dominant lesion morphology associated with six ethnicity categories analyzed for this manuscript: African American, Ashkenazi Jewish, non-Jewish Caucasian, East Asian, Hispanic, and South Asian. Relative levels of autoantibodies and lesion morphologies are displayed by vertical bars, with increased height correlating to higher antibody levels. The symbol * indicates the finding was of statistical significance with p&lt;0.05. The symbol &#x2302; indicates that the finding approached statistical significance with p &#x2264; 0.06. Any categories without either of these two symbols represent trends observed that did not meet statistical significance. <bold>(B)</bold> Summary Figure of HLA Associations. Autoantibody levels and dominant lesion morphology associated with the four major HLA categories analyzed for this manuscript: DRB1*0402 positive, DQB1*0503 positive, DRB1*0804 positive, and those negative DRB1*0402, DQB1*0503, and DRB1*0804. Relative levels of autoantibodies and lesion morphologies are displayed by vertical bars, with increased length correlating to higher antibody levels. The symbol * indicates the finding was of statistical significance with p&lt;0.05. The symbol &#x2302; indicates that the finding approached statistical significance with p &#x2264; 0.06. Any categories without either of these two symbols represent trends observed that did not meet statistical significance.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SF3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>PDAI values by gender, HLA, ethnicity, and age of onset. Within each category, the subgroups were compared among each other using one-way ANOVA. No statistically significant differences were found in any category.</p>
</caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>E</given-names>
</name>
<name>
<surname>Lendas</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Chow</surname> <given-names>S</given-names>
</name>
<name>
<surname>Pirani</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Gordon</surname> <given-names>D</given-names>
</name>
<name>
<surname>Dionisio</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Disease relevant HLA class II alleles isolated by genotypic, haplotypic, and sequence analysis in north American caucasians with pemphigus vulgaris</article-title>. <source>Hum Immunol</source> (<year>2006</year>) <volume>67</volume>(<issue>1-2</issue>):<page-range>125&#x2013;39</page-range>.doi: <pub-id pub-id-type="doi">10.1016/j.humimm.2005.09.003</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gambino</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Aiello</surname> <given-names>A</given-names>
</name>
<name>
<surname>Accardi</surname> <given-names>G</given-names>
</name>
<name>
<surname>Caruso</surname> <given-names>C</given-names>
</name>
<name>
<surname>Candore</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Autoimmune diseases and 8.1 ancestral haplotype: An update</article-title>. <source>Hla</source> (<year>2018</year>) <volume>92</volume>(<issue>3</issue>):<page-range>137&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/tan.13305</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Choo</surname> <given-names>SY</given-names>
</name>
</person-group>. <article-title>The HLA system: Genetics, immunology, clinical testing, and clinical implications</article-title>. <source>Yonsei Med J</source> (<year>2007</year>) <volume>48</volume>(<issue>1</issue>):<fpage>11</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.3349/ymj.2007.48.1.11</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmad</surname> <given-names>T</given-names>
</name>
<name>
<surname>Marshall</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Jewell</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Genetics of inflammatory bowel disease: The role of the HLA complex</article-title>. <source>World J Gastroenterol</source> (<year>2006</year>) <volume>12</volume>(<issue>23</issue>):<page-range>3628&#x2013;35</page-range>. doi: <pub-id pub-id-type="doi">10.3748/wjg.v12.i23.3628</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Drongelen</surname> <given-names>V</given-names>
</name>
<name>
<surname>Holoshitz</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Human leukocyte antigen-disease associations in rheumatoid arthritis</article-title>. <source>Rheum Dis Clin North Am</source> (<year>2017</year>) <volume>43</volume>(<issue>3</issue>):<page-range>363&#x2013;76</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.rdc.2017.04.003</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Priyadarshini</surname> <given-names>A</given-names>
</name>
<name>
<surname>George</surname> <given-names>R</given-names>
</name>
<name>
<surname>Daniel</surname> <given-names>D</given-names>
</name>
<name>
<surname>Varughese</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jayaseelan</surname> <given-names>V</given-names>
</name>
</person-group>. <article-title>Association between human leukocyte antigen-DRB1 and human leukocyte antigen-DQB1 alleles and pemphigus vulgaris in Indian patients: A case-control study</article-title>. <source>Indian J dermatology venereology leprology.</source> (<year>2018</year>) <volume>84</volume>(<issue>3</issue>):<page-range>280&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/ijdvl.IJDVL_1014_16</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Svecova</surname> <given-names>D</given-names>
</name>
<name>
<surname>Parnicka</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Pastyrikova</surname> <given-names>L</given-names>
</name>
<name>
<surname>Urbancek</surname> <given-names>S</given-names>
</name>
<name>
<surname>Luha</surname> <given-names>J</given-names>
</name>
<name>
<surname>Buc</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>HLA DRB1* and DQB1* alleles are associated with disease severity in patients with pemphigus vulgaris</article-title>. <source>Int J Dermatol</source> (<year>2015</year>) <volume>54</volume>(<issue>2</issue>):<page-range>168&#x2013;73</page-range>. doi: <pub-id pub-id-type="doi">10.1111/ijd.12418</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le</surname> <given-names>TTV</given-names>
</name>
<name>
<surname>Vuong</surname> <given-names>TTB</given-names>
</name>
<name>
<surname>Ong</surname> <given-names>TP</given-names>
</name>
<name>
<surname>Do</surname> <given-names>MD</given-names>
</name>
</person-group>. <article-title>Allele frequency and the associations of HLA-DRB1 and HLA-DQB1 polymorphisms with pemphigus subtypes and disease severity</article-title>. <source>Med (Baltimore).</source> (<year>2022</year>) <volume>101</volume>(<issue>7</issue>):<elocation-id>e28855</elocation-id>. doi: <pub-id pub-id-type="doi">10.1097/MD.0000000000028855</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murrell</surname> <given-names>DF</given-names>
</name>
<name>
<surname>Dick</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Amagai</surname> <given-names>M</given-names>
</name>
<name>
<surname>Barnadas</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Borradori</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Consensus statement on definitions of disease, end points, and therapeutic response for pemphigus</article-title>. <source>J Am Acad Dermatol</source> (<year>2008</year>) <volume>58</volume>(<issue>6</issue>):<page-range>1043&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.jaad.2008.01.012</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tipu</surname> <given-names>HN</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bashir</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Asif</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Significance of testing anti-thyroid autoantibodies in patients with deranged thyroid profile</article-title>. <source>J Thyroid Res</source> (<year>2018</year>) <volume>2018</volume>:<page-range>9610497&#x2013;</page-range>. doi: <pub-id pub-id-type="doi">10.1155/2018/9610497</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yavasoglu</surname> <given-names>I</given-names>
</name>
<name>
<surname>Senturk</surname> <given-names>T</given-names>
</name>
<name>
<surname>Coskun</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bolaman</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Rheumatoid arthritis and anti-thyroid antibodies</article-title>. <source>Autoimmunity</source> (<year>2009</year>) <volume>42</volume>(<issue>2</issue>):<page-range>168&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1080/08916930802428114</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naseer</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Seiffert-Sinha</surname> <given-names>K</given-names>
</name>
<name>
<surname>Sinha</surname> <given-names>AA</given-names>
</name>
</person-group>. <article-title>Detailed profiling of anti-desmoglein autoantibodies identifies anti-Dsg1 reactivity as a key driver of disease activity and clinical expression in pemphigus vulgaris</article-title>. <source>Autoimmunity</source> (<year>2015</year>) <volume>48</volume>(<issue>4</issue>):<page-range>231&#x2013;41</page-range>. doi: <pub-id pub-id-type="doi">10.3109/08916934.2014.976629</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sajda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hazelton</surname> <given-names>J</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>M</given-names>
</name>
<name>
<surname>Seiffert-Sinha</surname> <given-names>K</given-names>
</name>
<name>
<surname>Steinman</surname> <given-names>L</given-names>
</name>
<name>
<surname>Robinson</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Multiplexed autoantigen microarrays identify HLA as a key driver of anti-desmoglein and -non-desmoglein reactivities in pemphigus</article-title>. <source>Proc Natl Acad Sci U S A</source> (<year>2016</year>) <volume>113</volume>(<issue>7</issue>):<page-range>1859&#x2013;64</page-range>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1525448113</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seiffert-Sinha</surname> <given-names>K</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Attwood</surname> <given-names>K</given-names>
</name>
<name>
<surname>Gerlach</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Sinha</surname> <given-names>AA</given-names>
</name>
</person-group>. <article-title>Anti-thyroid peroxidase reactivity is heightened in pemphigus vulgaris and is driven by human leukocyte antigen status and the absence of desmoglein reactivity</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>:<elocation-id>625</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2018.00625</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>HX</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>JY</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>YF</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Serum detection of anti-thyroid peroxidase and anti-thyroglobulin antibodies in Chinese patients with pemphigus vulgaris and pemphigus foliaceus and literature review</article-title>. <source>Front Immunol</source> (<year>2021</year>) <volume>12</volume>:<elocation-id>653356</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2021.653356</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harman</surname> <given-names>KE</given-names>
</name>
<name>
<surname>Gratian</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Bhogal</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Challacombe</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Black</surname> <given-names>MM</given-names>
</name>
</person-group>. <article-title>A study of desmoglein 1 autoantibodies in pemphigus vulgaris: Racial differences in frequency and the association with a more severe phenotype</article-title>. <source>Br J Dermatol</source> (<year>2000</year>) <volume>143</volume>(<issue>2</issue>):<page-range>343&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1365-2133.2000.03660.x</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dendrou</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Petersen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rossjohn</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fugger</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>HLA variation and disease</article-title>. <source>Nat Rev Immunol</source> (<year>2018</year>) <volume>18</volume>(<issue>5</issue>):<page-range>325&#x2013;39</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nri.2017.143</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sheng</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Association study and fine-mapping major histocompatibility complex analysis of pemphigus vulgaris in a han Chinese population</article-title>. <source>J Invest Dermatol</source> (<year>2018</year>) <volume>138</volume>(<issue>11</issue>):<page-range>2307&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jid.2018.05.011</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Delgado</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Hameed</surname> <given-names>A</given-names>
</name>
<name>
<surname>Yunis</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Bhol</surname> <given-names>K</given-names>
</name>
<name>
<surname>Rojas</surname> <given-names>AI</given-names>
</name>
<name>
<surname>Rehman</surname> <given-names>SB</given-names>
</name>
<etal/>
</person-group>. <article-title>Pemphigus vulgaris autoantibody response is linked to HLA-DQB1*0503 in Pakistani patients</article-title>. <source>Hum Immunol</source> (<year>1997</year>) <volume>57</volume>(<issue>2</issue>):<page-range>110&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0198-8859(97)00203-6</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Terasaki</surname> <given-names>PI</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Tiwari</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>HLA-DRW4 in 91% of Jewish pemphigus vulgaris patients</article-title>. <source>Lancet</source> (<year>1979</year>) <volume>2</volume>(<issue>8140</issue>):<page-range>441&#x2013;2</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0140-6736(79)91493-4</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brautbar</surname> <given-names>C</given-names>
</name>
<name>
<surname>Moscovitz</surname> <given-names>M</given-names>
</name>
<name>
<surname>Livshits</surname> <given-names>T</given-names>
</name>
<name>
<surname>Haim</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hacham-Zadeh</surname> <given-names>S</given-names>
</name>
<name>
<surname>Cohen</surname> <given-names>HA</given-names>
</name>
<etal/>
</person-group>. <article-title>HLA-DRw4 in pemphigus vulgaris patients in Israel</article-title>. <source>Tissue Antigens</source> (<year>1980</year>) <volume>16</volume>(<issue>3</issue>):<page-range>238&#x2013;43</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1399-0039.1980.tb00299.x</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amar</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kwon</surname> <given-names>OJ</given-names>
</name>
<name>
<surname>Motro</surname> <given-names>U</given-names>
</name>
<name>
<surname>Witt</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Bonne-Tamir</surname> <given-names>B</given-names>
</name>
<name>
<surname>Gabison</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular analysis of HLA class II polymorphisms among different ethnic groups in Israel</article-title>. <source>Hum Immunol</source> (<year>1999</year>) <volume>60</volume>(<issue>8</issue>):<page-range>723&#x2013;30</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S0198-8859(99)00043-9</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gonzalez-Galarza Faviel</surname> <given-names>F</given-names>
</name>
<name>
<surname>McCabe</surname> <given-names>A</given-names>
</name>
<name>
<surname>Santos Eduardo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jones</surname> <given-names>J</given-names>
</name>
<name>
<surname>Takeshita</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ortega-Rivera Nestor</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Allele frequency net database (AFND) 2020 update: Gold-standard data classification, open access genotype data and new query tools</article-title>. <source>Nucleic Acids Res</source> (<year>2019</year>) <volume>48</volume>(<issue>D1</issue>):<page-range>D783&#x2013;D8</page-range>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkz1029</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Solberg</surname> <given-names>OD</given-names>
</name>
<name>
<surname>Mack</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Lancaster</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Single</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Tsai</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sanchez-Mazas</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Balancing selection and heterogeneity across the classical human leukocyte antigen loci: A meta-analytic review of 497 population studies</article-title>. <source>Hum Immunol</source> (<year>2008</year>) <volume>69</volume>(<issue>7</issue>):<page-range>443&#x2013;64</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.humimm.2008.05.001</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shankarkumar</surname> <given-names>U</given-names>
</name>
<name>
<surname>Sridharan</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>HLA DRB1* and DQB1* allelic diversity among nadars: A primitive south Indian Dravidian caste group</article-title>. <source>Hum Immunol</source> (<year>2004</year>) <volume>65</volume>(<issue>8</issue>):<page-range>847&#x2013;54</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.humimm.2004.05.011</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Just</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>King</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Thomson</surname> <given-names>G</given-names>
</name>
<name>
<surname>Klitz</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>African-American HLA class II allele and haplotype diversity</article-title>. <source>Tissue Antigens</source> (<year>1997</year>) <volume>49</volume>(<issue>5</issue>):<page-range>547&#x2013;55</page-range>. doi: <pub-id pub-id-type="doi">10.1111/j.1399-0039.1997.tb02801.x</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arnaiz-Villena</surname> <given-names>A</given-names>
</name>
<name>
<surname>Reguera</surname> <given-names>R</given-names>
</name>
<name>
<surname>Parga Lozano</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Abd-El-Fatah-Khalil</surname> <given-names>S</given-names>
</name>
<name>
<surname>Monleon</surname> <given-names>L</given-names>
</name>
<name>
<surname>Barbolla</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>HLA genes in afro-American colombians (San basilio de palenque): The first free africans in America</article-title>. <source>Open Immunol J - Open Immunol J</source> (<year>2009</year>) <volume>2</volume>:<fpage>59</fpage>&#x2013;<lpage>66</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1874226200902010059</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gil</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Weber</surname> <given-names>R</given-names>
</name>
<name>
<surname>Rosales</surname> <given-names>CB</given-names>
</name>
<name>
<surname>Rodrigues</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sennes</surname> <given-names>LU</given-names>
</name>
<name>
<surname>Kalil</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Study of the association between human leukocyte antigens (HLA) and pemphigus vulgaris in Brazilian patients</article-title>. <source>Int J Dermatol</source> (<year>2017</year>) <volume>56</volume>(<issue>5</issue>):<page-range>557&#x2013;62</page-range>. doi: <pub-id pub-id-type="doi">10.1111/ijd.13577</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haase</surname> <given-names>O</given-names>
</name>
<name>
<surname>Alneebari</surname> <given-names>R</given-names>
</name>
<name>
<surname>Eldarouti</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Abd El Hady</surname> <given-names>M</given-names>
</name>
<name>
<surname>Dorgham</surname> <given-names>D</given-names>
</name>
<name>
<surname>El-Nabarawy</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Association with HLA-DRB1 in Egyptian and German pemphigus vulgaris patients</article-title>. <source>Tissue Antigens</source> (<year>2015</year>) <volume>85</volume>(<issue>4</issue>):<page-range>283&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1111/tan.12519</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wucherpfennig</surname> <given-names>KW</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Bhol</surname> <given-names>K</given-names>
</name>
<name>
<surname>Monos</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Argyris</surname> <given-names>E</given-names>
</name>
<name>
<surname>Karr</surname> <given-names>RW</given-names>
</name>
<etal/>
</person-group>. <article-title>Structural basis for major histocompatibility complex (MHC)-linked susceptibility to autoimmunity: Charged residues of a single MHC binding pocket confer selective presentation of self-peptides in pemphigus vulgaris</article-title>. <source>Proc Natl Acad Sci USA.</source> (<year>1995</year>) <volume>92</volume>(<issue>25</issue>):<page-range>11935&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1073/pnas.92.25.11935</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eming</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hennerici</surname> <given-names>T</given-names>
</name>
<name>
<surname>B&#xe4;cklund</surname> <given-names>J</given-names>
</name>
<name>
<surname>Feliciani</surname> <given-names>C</given-names>
</name>
<name>
<surname>Visconti</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Willenborg</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Pathogenic IgG antibodies against desmoglein 3 in pemphigus vulgaris are regulated by HLA-DRB1*04:02-restricted T cells</article-title>. <source>J Immunol (Baltimore Md 1950).</source> (<year>2014</year>) <volume>193</volume>(<issue>9</issue>):<page-range>4391&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.4049/jimmunol.1401081</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amagai</surname> <given-names>M</given-names>
</name>
<name>
<surname>Tsunoda</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zillikens</surname> <given-names>D</given-names>
</name>
<name>
<surname>Nagai</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nishikawa</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>The clinical phenotype of pemphigus is defined by the anti-desmoglein autoantibody profile</article-title>. <source>J Am Acad Dermatol</source> (<year>1999</year>) <volume>40</volume>(<issue>2 Pt 1</issue>):<page-range>167&#x2013;70</page-range>. doi: <pub-id pub-id-type="doi">10.1016/S0190-9622(99)70183-0</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahoney</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Rothenberger</surname> <given-names>K</given-names>
</name>
<name>
<surname>Koch</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Amagai</surname> <given-names>M</given-names>
</name>
<name>
<surname>Stanley</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Explanations for the clinical and microscopic localization of lesions in pemphigus foliaceus and vulgaris</article-title>. <source>J Clin Invest</source> (<year>1999</year>) <volume>103</volume>(<issue>4</issue>):<page-range>461&#x2013;8</page-range>. doi: <pub-id pub-id-type="doi">10.1172/JCI5252</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmed</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Carrozzo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Caux</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cirillo</surname> <given-names>N</given-names>
</name>
<name>
<surname>Dmochowski</surname> <given-names>M</given-names>
</name>
<name>
<surname>Alonso</surname> <given-names>AE</given-names>
</name>
<etal/>
</person-group>. <article-title>Monopathogenic vs multipathogenic explanations of pemphigus pathophysiology</article-title>. <source>Exp Dermatol</source> (<year>2016</year>) <volume>25</volume>(<issue>11</issue>):<page-range>839&#x2013;46</page-range>. doi: <pub-id pub-id-type="doi">10.1111/exd.13106</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grando</surname> <given-names>SA</given-names>
</name>
</person-group>. <article-title>Pemphigus autoimmunity: Hypotheses and realities</article-title>. <source>Autoimmunity</source> (<year>2012</year>) <volume>45</volume>(<issue>1</issue>):<fpage>7</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.3109/08916934.2011.606444</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sinha</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Sajda</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>The evolving story of autoantibodies in pemphigus vulgaris: Development of the "Super compensation hypothesis"</article-title>. <source>Front Med (Lausanne)</source> (<year>2018</year>) <volume>5</volume>:<elocation-id>218</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fmed.2018.00218</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>