<?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.2023.1110544</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>Matching for HLA-DR excluding diabetogenic HLA-DR3 and HLA-DR4 predicts insulin independence after pancreatic islet transplantation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ballou</surname>
<given-names>Cassandra</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barton</surname>
<given-names>Franca</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Payne</surname>
<given-names>Elizabeth H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Berney</surname>
<given-names>Thierry</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1444374"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Villard</surname>
<given-names>Jean</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/55940"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Meier</surname>
<given-names>Raphael P. H.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1542311"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baidal</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1845798"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alejandro</surname>
<given-names>Rodolfo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1505888"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Robien</surname>
<given-names>Mark</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Eggerman</surname>
<given-names>Thomas L.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kamoun</surname>
<given-names>Malek</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/722030"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Muller</surname>
<given-names>Yannick D.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1095488"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Collaborative Islet Transplant Registry Coordinating Center, The EMMES Company, LLC</institution>, <addr-line>Rockville, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Division of Transplantation, Department of Surgery, Geneva University Hospitals</institution>, <addr-line>Geneva</addr-line>, <country>Switzerland</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Genetic, Laboratory and Pathology Medicine, Geneva University Hospitals</institution>, <addr-line>Geneva</addr-line>, <country>Switzerland</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Surgery, School of Medicine, University of Maryland</institution>, <addr-line>Baltimore, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Medicine and the Diabetes Research Institute, University of Miami Miller School of Medicine</institution>, <addr-line>Miami, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>National Institute of Allergy and Infectious Diseases, National Institutes of Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health</institution>, <addr-line>Bethesda, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Immunology and Histocompatibility Testing Laboratory, University of Pennsylvania Perelman School of Medicine</institution>, <addr-line>Philadelphia, PA</addr-line>, <country>United States</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois and University of Lausanne</institution>, <addr-line>Lausanne</addr-line>, <country>Switzerland</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Takeshi Watanabe, Kyoto University, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Shiva Pathak, Stanford University, United States; Takayuki Anazawa, Kyoto University, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yannick D. Muller, <email xlink:href="mailto:Yannick.muller@chuv.ch">Yannick.muller@chuv.ch</email>; Cassandra Ballou, <email xlink:href="mailto:cballou@emmes.com">cballou@emmes.com</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Alloimmunity and Transplantation, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1110544</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Ballou, Barton, Payne, Berney, Villard, Meier, Baidal, Alejandro, Robien, Eggerman, Kamoun and Muller</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Ballou, Barton, Payne, Berney, Villard, Meier, Baidal, Alejandro, Robien, Eggerman, Kamoun and Muller</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>Introduction</title>
<p>In pancreatic islet transplantation, the exact contribution of human leukocyte antigen (HLA) matching to graft survival remains unclear. Islets may be exposed to allogenic rejection but also the recurrence of type 1 diabetes (T1D). We evaluated the HLA-DR matching, including the impact of diabetogenic HLA-DR3 or HLA-DR4 matches.</p>
</sec>
<sec>
<title>Methods</title>
<p>We retrospectively examined the HLA profile in 965 transplant recipients and 2327 islet donors. The study population was obtained from patients enrolled in the Collaborative Islet Transplant Registry. We then identified 87 recipients who received a single-islet infusion. Islet-kidney recipients, 2nd islet infusion, and patients with missing data were excluded from the analysis (n=878).</p>
</sec>
<sec>
<title>Results</title>
<p>HLA-DR3 and HLA-DR4 were present in 29.7% and 32.6% of T1D recipients and 11.6% and 15.8% of the donors, respectively. We identified 52 T1D islet recipients mismatched for HLA-DR (group A), 11 with 1 or 2 HLA-DR-matches but excluding HLA-DR3 and HLA- DR4 (group B), and 24 matched for HLA-DR3 or HLA-DR4 (group C). Insulin-independence was maintained in a significantly higher percentage of group B recipients from year one through five post-transplantation (p&lt;0.01). At five-year post-transplantation, 78% of group B was insulin-independent compared to 24% (group A) and 35% (group C). Insulin-independence correlated with significantly better glycemic control (HbA1c &lt;7%), fasting blood glucose, and reduced severe hypoglycemic events. Matching HLA-A-B-DR (&#x2265;3) independently of HLA- DR3 or HLA-DR4 matching did not improve graft survival.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study suggests that matching HLA-DR but excluding the diabetogenic HLA-DR3 and/or 4 is a significant predictor for long-term islet survival.</p>
</sec>
</abstract>
<kwd-group>
<kwd>islet transplantation</kwd>
<kwd>HLA-DR4</kwd>
<kwd>HLA-DR3</kwd>
<kwd>insulin independence</kwd>
<kwd>type 1 diabetes</kwd>
<kwd>insulin</kwd>
<kwd>HLA</kwd>
<kwd>Human leukocyte antigen</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Diabetes and Digestive and Kidney Diseases<named-content content-type="fundref-id">10.13039/100000062</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Juvenile Diabetes Research Foundation International<named-content content-type="fundref-id">10.13039/100000901</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="12"/>
<word-count count="4853"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Human Leukocyte Antigens (HLA), also named the major histocompatibility system, represent the main immunological barrier in allogenic transplantation involving direct and indirect antigen recognition pathways (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Since the first successful kidney transplant between identical twins in the 1950s, it is well accepted that HLA matching for class I (HLA-A, HLA-B) and class II (HLA-DR, HLA-DQ) significantly reduce the risk of acute and chronic rejection, decrease the risk of allosensitization, improve graft function and increase patient survival (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Thus, data from the collaborative transplant study and others demonstrated a stepwise increase in allogeneic kidney graft survival at five-year post-transplantation when increasing the degree of HLA matching (<ext-link ext-link-type="uri" xlink:href="https://www.ctstransplant.org">https://www.ctstransplant.org</ext-link>) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>On the other hand, HLA antigens are also essential contributors to autoimmune diseases&#x2019; pathogenesis. In type 1 diabetes (T1D), specific allele combinations have been associated with &gt;40 increased odds ratio of developing this disease. These include the DRB1*0301-DQA1*0501-DQB1*0201 (DQ2.5) and the DRB1*0401-DQA1*0301-DQB1*0302 (DQ8) haplotypes (<xref ref-type="bibr" rid="B8">8</xref>). In pancreatic islet transplantation, the exact contribution of HLA matching on graft survival remains unclear. The frequent need for multiple islet donors for one recipient, the numerous confounding factors influencing successful islet isolation and transplantation, and the overall low number of islet transplants performed worldwide hampered those analysis (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Additionally, despite sustained and measurable improvement of glycemic control and a significant reduction in severe hypoglycemia episodes, long-term (&gt;10year) insulin independence remains only exceptional after islet transplantation (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>This study retrospectively analyzed donor and T1D recipient&#x2019;s HLA profile as reported in the Collaborative Islet Transplant Registry (CITR), the most comprehensive human-to-human islet transplant data collection. We analyzed the impact of HLA-DR matching including the diabetogenic HLA-DR3 and HLA-DR4 on long-term insulin-independence, fasting C-peptide levels, HbA1c %, and severe hypoglycemic events.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Patients</title>
<p>The CITR is a registry including pancreatic allogeneic islet transplant of Phase I/II/III clinical trials and standard of care since 1999 from North America, European and Australian centers. The CITR is supported by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and the Juvenile Diabetes Research Foundation International (2006-2015). T1D islet recipient&#x2019;s&#xa0;data were previously described (<xref ref-type="bibr" rid="B17">17</xref>) and are publicly available in CITR Annual Reports (<ext-link ext-link-type="uri" xlink:href="https://citregistry.org/content/citr-11th-annual-report">https://citregistry.org/content/citr-11th-annual-report</ext-link>). The Data Coordinating Center verified participant voluntary informed consent.</p>
<p>Briefly, T1D islet recipients are aged between 18- and 65-year-old and have T1D for at least five years with a documented negative fasting C-peptide (&lt;0.3ng/mL). Additionally, they have impaired hypoglycemia awareness and suffer from repetitive and severe hypoglycemia episodes reflected by glycemic lability and elevated HbA1c levels (&gt;8%). In the first part of the study, HLA antigens (A, B, DR) were assessed in 965 islet transplant recipients (including islet alone, islets after kidney, simultaneous islet kidney, and kidney after islet) and 2327 pancreas donors enrolled from 1999 until 2019. The HLA-matching analysis was then conducted in T1D recipients with single islet infusion (N=87). The outcomes were computed in follow-up post infusion for up to five years or until the next infusion or last available follow-up. One year of follow-up was minimally required. Seven recipients received an islet infusion pooled from two donors. Fasting C-peptide, insulin independence, HbA1c levels and severe hypoglycemic events were analyzed. We defined 5 groups: (A) zero HLA-DR matching; (B) 1 or 2 HLA-DR matching, but excluding HLA-DR3-DR4 matching; (C) HLA-DR3 and/or DR4 matching; (D) &lt;3 HLA-A, -B, -DR matching; (E) 3-6 HLA-A, -B, -DR matching. Of note, Group B could include HLA-DR3 or HLA-DR4 donors if they were mismatched to the recipients (n=2/11).</p>
</sec>
<sec id="s2_2">
<title>Classification of human leucocyte antigens</title>
<p>From a total of 1403 allograft islet recipients, 965 had HLA data entered in the CITR. Data on HLA class I (A, B) specificities and class II (DR) specificities in islet donors (N=2327) were also retrieved from the CITR registry. This analysis was performed independently of the exclusion criteria used to study the role of HLA-DR matching (see below). HLAs were defined as present or missing information. The classification of HLA changed over time from serological typing to DNA genotyping. As the precision level of HLA typing varied across techniques (serological versus molecular), time and centers, we regrouped the HLA antigen analysis at the broad and not split level. Split HLA specificities were at first technically undistinguishable at the broad level. As HLAs were reported in the CITR registry either at the broad or split level, we converted split HLA at their broad level to keep the analysis homogenous. Split and broad HLA classification can be found online (<ext-link ext-link-type="uri" xlink:href="http://hla.alleles.org/antigens/broads_splits.html">http://hla.alleles.org/antigens/broads_splits.html</ext-link>). Because each individual has two alleles, one HLA can be present one or two times. If only one class I or class II HLA was reported, the individual was considered homozygous for this HLA. T1D islet recipients with missing HLA-DR typing information were excluded from the analysis (n=762, 54% of the full database). HLA A/B/DR matches were defined at the broad level. Finally, HLA-C, HLA-DP and HLA-DQ typing were not examined because this information was not collected.</p>
</sec>
<sec id="s2_3">
<title>Statistics</title>
<p>CITR primary efficacy data are collected at protocol-designated time points through 10 years from last transplant, regardless of current or previous total islet graft failure. In the event of complete graft failure and no data collected at the visit, the following data were imputed: insulin use was set as &#x201c;using exogenous insulin&#x201d;, and C-peptide was set as 0.0 ng/L. HbA1c, fasting glucose, and SHEs were set to missing and analyzed as missing at random (outcome not related to absence of data).</p>
<p>Multivariate modeling for each primary efficacy outcome (including insulin independence, basal C-peptide, absence of severe hypoglycemic events, and HbA1c) was done <italic>via</italic> mixed effects models with repeated measures per subject (multiple annual visits per patient). Primary efficacy outcomes were analyzed following first infusion.</p>
<p>The prevalence of insulin independence is the optimal way to characterize the probability of being insulin independent in follow-up time post islet transplantation Thus, insulin independence can be lost and re-gained, often over periods spanning months or years. Prevalence also reconciles disparities in factors that may predict retention but not achievement or vice versa.</p>
<p>All reported p-values are observed, nominal, and outside of any pre-planned Type I error structure. In drawing conclusions, readers should be mindful that the significance levels control for random variance, but not systematic biases in the data nor multiple testing. However, these analyses do provide insight and direction for future questions and analyses.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>From 1403 allograft recipients enrolled in CITR, 965 had HLA data entered. The analysis of the HLA-A, -B, -DR broad antigens was conducted in 965 pancreatic islet graft recipients and 2327 donors from the CITR. On the broad antigen level, fold change difference for HLA-A (1, 2, 3, 9, 10, 11, 19, 28, 36 80) expression comparing T1D islet recipients and pancreas donors ranged between 0.5 (HLA-A11) to 1.4 (HLA-A1); for HLA-B (5, 7, 8, 12, 13, 14, 15, 16, 17, 18, 21, 22, 27, 35, 37, 40, 41, 42, 46, 47, 48, 53, 59, 67, 70, 73, 78, 81, 82) between 0.4 (HLA-B37, HLA-B17) to 2.2 (HLA-B8); for HLA-DR (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) between 0.1 (HLA-DR10) to 2.6 (HLA-DR3). Among all, the highest fold change differences were HLA-B8, HLA-DR3 and HLA-DR4, i.e 2.2, 2.6 and 2.1 times more frequent in T1D recipients respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Broad HLA specificities in pancreas donor and islet recipients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Broad Antigen HLA-A</th>
<th valign="middle" align="center">Split Antigens</th>
<th valign="middle" align="center">Donor Frequency (%)</th>
<th valign="middle" align="center">Recipient Frequency (%)</th>
<th valign="middle" align="center">Fold change</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">634 (13.8)</td>
<td valign="middle" align="left">366 (19.7)</td>
<td valign="top" align="left">1.4</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">1298 (28.2)</td>
<td valign="middle" align="left">596 (32)</td>
<td valign="top" align="left">1.1</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">682 (14.8)</td>
<td valign="middle" align="left">219 (11.8)</td>
<td valign="top" align="left">0.8</td>
</tr>
<tr>
<td valign="middle" align="left">9</td>
<td valign="middle" align="left">23;24</td>
<td valign="middle" align="left">541 (11.8)</td>
<td valign="middle" align="left">239 (12.8)</td>
<td valign="top" align="left">1.1</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">25;26;34;66</td>
<td valign="middle" align="left">245 (5.3)</td>
<td valign="middle" align="left">86 (4.6)</td>
<td valign="top" align="left">0.9</td>
</tr>
<tr>
<td valign="middle" align="left">11</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">289 (6.3)</td>
<td valign="middle" align="left">60 (3.2)</td>
<td valign="top" align="left">0.5</td>
</tr>
<tr>
<td valign="middle" align="left">19</td>
<td valign="middle" align="left">29;30;31;32;33;74</td>
<td valign="middle" align="left">668 (14.5)</td>
<td valign="middle" align="left">237 (12.7)</td>
<td valign="top" align="left">0.9</td>
</tr>
<tr>
<td valign="middle" align="left">28</td>
<td valign="middle" align="left">68;69</td>
<td valign="middle" align="left">224 (4.9)</td>
<td valign="middle" align="left">59 (3.2)</td>
<td valign="top" align="left">0.7</td>
</tr>
<tr>
<td valign="middle" align="left">36</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">11 (0.2)</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">80</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">3 (0.1)</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Broad Antigen HLA-B</th>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="top" align="left">51;52</td>
<td valign="middle" align="left">315 (6.9)</td>
<td valign="middle" align="left">66 (3.5)</td>
<td valign="top" align="left">0.5</td>
</tr>
<tr>
<td valign="middle" align="left">7</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">575 (12.5)</td>
<td valign="middle" align="left">132 (7)</td>
<td valign="top" align="left">0.6</td>
</tr>
<tr>
<td valign="middle" align="left">8</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">438 (9.5)</td>
<td valign="middle" align="left">401 (21.3)</td>
<td valign="top" align="left">2.2</td>
</tr>
<tr>
<td valign="middle" align="left">12</td>
<td valign="top" align="left">44;45</td>
<td valign="middle" align="left">612 (13.3)</td>
<td valign="middle" align="left">198 (10.5)</td>
<td valign="top" align="left">0.8</td>
</tr>
<tr>
<td valign="middle" align="left">13</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">104 (2.3)</td>
<td valign="middle" align="left">40 (2.1)</td>
<td valign="top" align="left">0.9</td>
</tr>
<tr>
<td valign="middle" align="left">14</td>
<td valign="top" align="left">64;65</td>
<td valign="middle" align="left">151 (3.3)</td>
<td valign="middle" align="left">46 (2.4)</td>
<td valign="top" align="left">0.7</td>
</tr>
<tr>
<td valign="middle" align="left">15</td>
<td valign="top" align="left">62;63</td>
<td valign="middle" align="left">321 (7)</td>
<td valign="middle" align="left">207 (11)</td>
<td valign="top" align="left">1.6</td>
</tr>
<tr>
<td valign="middle" align="left">16</td>
<td valign="top" align="left">38;39</td>
<td valign="middle" align="left">208 (4.5)</td>
<td valign="middle" align="left">102 (5.4)</td>
<td valign="top" align="left">1.2</td>
</tr>
<tr>
<td valign="middle" align="left">17</td>
<td valign="top" align="left">57; 58</td>
<td valign="middle" align="left">210 (4.6)</td>
<td valign="middle" align="left">33 (1.8)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">18</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">237 (5.2)</td>
<td valign="middle" align="left">158 (8.4)</td>
<td valign="top" align="left">1.6</td>
</tr>
<tr>
<td valign="middle" align="left">21</td>
<td valign="top" align="left">49; 50</td>
<td valign="middle" align="left">129 (2.8)</td>
<td valign="middle" align="left">85 (4.5)</td>
<td valign="top" align="left">1.6</td>
</tr>
<tr>
<td valign="middle" align="left">22</td>
<td valign="top" align="left">54; 55</td>
<td valign="middle" align="left">108 (2.4)</td>
<td valign="middle" align="left">26 (1.4)</td>
<td valign="top" align="left">0.6</td>
</tr>
<tr>
<td valign="middle" align="left">27</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">189 (4.1)</td>
<td valign="middle" align="left">57 (3)</td>
<td valign="top" align="left">0.7</td>
</tr>
<tr>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">440 (9.6)</td>
<td valign="middle" align="left">109 (5.8)</td>
<td valign="top" align="left">0.6</td>
</tr>
<tr>
<td valign="middle" align="left">37</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="middle" align="left">55 (1.2)</td>
<td valign="middle" align="left">10 (0.5)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">40</td>
<td valign="top" align="left">60; 61</td>
<td valign="middle" align="left">300 (6.5)</td>
<td valign="middle" align="left">145 (7.7)</td>
<td valign="top" align="left">1.2</td>
</tr>
<tr>
<td valign="middle" align="left">41</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">36 (0.8)</td>
<td valign="middle" align="left">24 (1.3)</td>
<td valign="top" align="left">1.6</td>
</tr>
<tr>
<td valign="middle" align="left">42</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">21 (0.5)</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">46</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">7 (0.2)</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">47</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">17 (0.4)</td>
<td valign="middle" align="left">8 (0.4)</td>
<td valign="top" align="left">1.0</td>
</tr>
<tr>
<td valign="middle" align="left">48</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">15 (0.3)</td>
<td valign="middle" align="left">2 (0.1)</td>
<td valign="top" align="left">0.3</td>
</tr>
<tr>
<td valign="middle" align="left">53</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">48 (1)</td>
<td valign="middle" align="left">15 (0.8)</td>
<td valign="top" align="left">0.8</td>
</tr>
<tr>
<td valign="middle" align="left">59</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">67</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">4 (0.1)</td>
<td valign="middle" align="left">2 (0.1)</td>
<td valign="top" align="left">1.0</td>
</tr>
<tr>
<td valign="middle" align="left">70</td>
<td valign="middle" align="left">71; 72</td>
<td valign="middle" align="left">44 (1)</td>
<td valign="middle" align="left">8 (0.4)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">73</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left">5 (0.3)</td>
<td valign="top" align="left">15</td>
</tr>
<tr>
<td valign="middle" align="left">78</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">2</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">81</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">5 (0.1)</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<td valign="middle" align="left">82</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left">0</td>
<td valign="top" align="left">0.0</td>
</tr>
<tr>
<th valign="middle" align="left">Broad Antigen HLA-DR</th>
<th valign="middle" align="center">Split Antigens</th>
<th valign="middle" align="left">Donor Frequency</th>
<th valign="middle" align="left">Recipient Frequency</th>
<th valign="middle" align="center">Fold change</th>
</tr>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">462 (10.3)</td>
<td valign="middle" align="left">136 (9.6)</td>
<td valign="top" align="left">0.9</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="top" align="left">15;16</td>
<td valign="middle" align="left">659 (14.7)</td>
<td valign="middle" align="left">81 (5.7)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="top" align="left">17;18</td>
<td valign="middle" align="left">518 (11.6)</td>
<td valign="middle" align="left">422 (29.7)</td>
<td valign="top" align="left">2.6</td>
</tr>
<tr>
<td valign="middle" align="left">4</td>
<td valign="top" align="left"/>
<td valign="middle" align="left">706 (15.8)</td>
<td valign="middle" align="left">464 (32.6)</td>
<td valign="top" align="left">2.1</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="top" align="left">11;12</td>
<td valign="middle" align="left">566 (12.7)</td>
<td valign="middle" align="left">64 (4.5)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">6</td>
<td valign="top" align="left">13;14</td>
<td valign="middle" align="left">687 (15.4)</td>
<td valign="middle" align="left">94 (6.6)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">570 (12.8)</td>
<td valign="middle" align="left">78 (5.5)</td>
<td valign="top" align="left">0.4</td>
</tr>
<tr>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">182 (4.1)</td>
<td valign="middle" align="left">66 (4.6)</td>
<td valign="top" align="left">1.1</td>
</tr>
<tr>
<td valign="middle" align="left">9</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">75 (1.7)</td>
<td valign="middle" align="left">15 (1.1)</td>
<td valign="top" align="left">0.6</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">43 (1)</td>
<td valign="middle" align="left">2 (0.1)</td>
<td valign="top" align="left">0.1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Since HLA-B8 is often linked with HLA-DR3 representing a conserved haplotype and is not considered <italic>per se</italic> as a risk factor for developing T1D (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>), we analyzed the contribution of HLA-DR3 or HLA-DR4 matching only. Of 1403 islet recipients, we excluded 281 islet-kidney recipients (islets after kidney, simultaneous islet kidney, and kidney after islet), 711 recipients who received a 2<sup>nd</sup> islet infusion, 111 recipients with no outcomes reported at years 1-5 post-transplant, and 213 recipients with incomplete HLA-DR data reporting (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Eighty-seven single-islet transplant recipients were analyzed for this study. Of note, recipients receiving two islet transplants at the same time were not excluded from the analysis. Group A (=high-risk of allogenic rejection) included 52 T1D islet recipients with two HLA-DR mismatches independently of HLA-A and HLA-B matching. Group B (=low risk of allogenic rejection, low risk for autoimmunity) included 11 T1D islet recipients with one or two HLA DR matches, but mismatched for HLA-DR3 and HLA-DR4 (independently of HLA-A and HLA-B matching). Group C (low risk of allogenic rejection, high risk for autoimmunity) included 24 T1D islet recipients with HLA-DR3 and/or HLA-DR4 matches (independently of HLA-A and HLA-B matching). Eight patients were HLA-DR3 positive only, 17 HLA-DR4 positive only and 14 were HLA-DR3 and HLA-DR4 double positive. Key baseline characteristics are described in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. Albeit limited by the number of included T1D islet recipients, we noted that the HLA-A and HLA-B matches were similar between group B and C and lower in group A. The number of infused islets equivalent (IEQ), individuals transplanted after 2010, cold ischemia time, cause of donor death, gender, and age were similar between the three groups (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Notably, Group A had significantly&#xa0;fewer recipients than Group B infused with two donors, <italic>i.e</italic> 2 out of 52 compared to 3 out of 11, but not compared to Group C (2 out 24) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flow diagram of the islet recipients included in this study.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1110544-g001.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Key baseline characteristics of islet transplant recipients and donors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Mean (S.D.) or %</th>
<th valign="middle" align="left">(Group A)</th>
<th valign="middle" align="left">(Group B)</th>
<th valign="middle" align="left">(Group C)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left">Recipients</th>
<th valign="middle" align="left">N = 52</th>
<th valign="middle" align="left">N = 11</th>
<th valign="top" align="left">N = 24</th>
</tr>
<tr>
<td valign="middle" align="left">Transplanted after 2010</td>
<td valign="top" align="left">25%</td>
<td valign="top" align="left">18%</td>
<td valign="top" align="left">25%</td>
</tr>
<tr>
<td valign="top" align="left">% Female</td>
<td valign="top" align="left">&#xa0;69%</td>
<td valign="top" align="left">64%</td>
<td valign="top" align="left">63%</td>
</tr>
<tr>
<td valign="top" align="left">Age at Baseline (yrs)</td>
<td valign="top" align="left">46 (12)</td>
<td valign="top" align="left">41 (7)</td>
<td valign="top" align="left">46 (11)</td>
</tr>
<tr>
<td valign="top" align="left">Experiencing SHE at Baseline</td>
<td valign="top" align="left">88%</td>
<td valign="top" align="left">73%</td>
<td valign="top" align="left">91%</td>
</tr>
<tr>
<td valign="top" align="left">Induction Immunosuppression with TCD and/or TNF</td>
<td valign="top" align="left">8%</td>
<td valign="top" align="left">0%</td>
<td valign="top" align="left">8%</td>
</tr>
<tr>
<td valign="top" align="left">Maintenance Immunosuppression with mTOR &amp; CNI</td>
<td valign="top" align="left">14%</td>
<td valign="top" align="left">90%</td>
<td valign="top" align="left">67%</td>
</tr>
<tr>
<td valign="top" align="left">IEQs Infused (1,000s)</td>
<td valign="top" align="left">482 (188)</td>
<td valign="top" align="left">583 (159)</td>
<td valign="top" align="left">495 (202)</td>
</tr>
<tr>
<td valign="top" align="left">Simultaneous islet TX (n, (%))</td>
<td valign="top" align="left">2 (3.8)</td>
<td valign="top" align="left">3 (27.3)</td>
<td valign="top" align="left">2 (8.3)</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="top" align="left">72%</td>
<td valign="top" align="left">83%</td>
<td valign="top" align="left">78%</td>
</tr>
<tr>
<td valign="top" align="left">% with &#x2265;1 Avg. A Matches</td>
<td valign="top" align="left">48%</td>
<td valign="top" align="left">73%</td>
<td valign="top" align="left">63%</td>
</tr>
<tr>
<td valign="top" align="left">% with &#x2265;1 Avg. B Matches</td>
<td valign="top" align="left">17%</td>
<td valign="top" align="left">45%</td>
<td valign="top" align="left">38%</td>
</tr>
<tr>
<th valign="top" align="left">Donors</th>
<th valign="top" align="left">N = 54</th>
<th valign="top" align="left">N = 14</th>
<th valign="top" align="left">N = 26</th>
</tr>
<tr>
<td valign="top" align="left">Age (yrs)</td>
<td valign="top" align="left">39 (13)</td>
<td valign="top" align="left">35 (11)</td>
<td valign="top" align="left">41 (15)</td>
</tr>
<tr>
<td valign="top" align="left">Gender (%Male)</td>
<td valign="top" align="left">49%</td>
<td valign="top" align="left">64%</td>
<td valign="top" align="left">77%</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">30.7 (6.2)</td>
<td valign="top" align="left">33.8 (6.6)</td>
<td valign="top" align="left">35.0 (8.2)</td>
</tr>
<tr>
<td valign="top" align="left">Cold Ischemia Time (hrs)</td>
<td valign="top" align="left">8.3 (6.4)</td>
<td valign="top" align="left">7.0 (2.7)</td>
<td valign="top" align="left">7.3 (4.0)</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Head Trauma</td>
<td valign="top" align="left">46%</td>
<td valign="top" align="left">43%</td>
<td valign="top" align="left">46%</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Cerebrovascular/Stroke</td>
<td valign="top" align="left">44%</td>
<td valign="top" align="left">43%</td>
<td valign="top" align="left">46%</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Other</td>
<td valign="top" align="left">10%</td>
<td valign="top" align="left">14%</td>
<td valign="top" align="left">8%</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="top" align="left">60%</td>
<td valign="top" align="left">57%</td>
<td valign="top" align="left">52%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Group A, &lt;1 Avg. HLA-DR Matches ITA Recipients with complete HLA &amp; Follow-up data at 1yr post Tx 1. </p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>Group B, &#x2265;1 Avg. HLA-DR Matches (excluding HLA-DR3/4) ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>Group C, HLA-DR3 or DR4 Match ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1. </p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>ITA, islet transplant alone; Tx, transplantation; yrs, years; hrs, hours.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Potential confounders.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">P-value</th>
<th valign="middle" align="left">Group B vs. A</th>
<th valign="middle" align="left">Group B vs. C</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Transplanted after 2010</td>
<td valign="middle" align="left">&gt;0.9</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="middle" align="left">Age at Baseline (yrs)</td>
<td valign="middle" align="left">0.2</td>
<td valign="middle" align="left">0.1</td>
</tr>
<tr>
<td valign="middle" align="left">Experiencing SHE at Baseline</td>
<td valign="middle" align="left">0.3</td>
<td valign="middle" align="left">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Baseline Daily Insulin Use (Units/kg) &lt;0.5 UI/insulin/kg</td>
<td valign="middle" align="left">0.7</td>
<td valign="middle" align="left">0.2</td>
</tr>
<tr>
<td valign="middle" align="left">PRA I Positive</td>
<td valign="middle" align="left">0.4</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="middle" align="left">PRA II Positive</td>
<td valign="middle" align="left">0.7</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Induction Immunosuppression with TCD and/or aTNF</td>
<td valign="middle" align="left">&gt;0.9</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Maintenance Immunosuppression with mTOR &amp; CNI</td>
<td valign="middle" align="left">0.2</td>
<td valign="middle" align="left">0.2</td>
</tr>
<tr>
<td valign="top" align="left">IEQs Infused (1,000s)</td>
<td valign="middle" align="left">0.1</td>
<td valign="middle" align="left">0.2</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="middle" align="left">&gt;0.9</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">1 vs. 2 Donors</td>
<td valign="middle" align="left">0.03</td>
<td valign="middle" align="left">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Donor Age &lt;45 years</td>
<td valign="middle" align="left">&gt;0.9</td>
<td valign="middle" align="left">0.2</td>
</tr>
<tr>
<td valign="top" align="left">Gender (%Male)</td>
<td valign="middle" align="left">0.6</td>
<td valign="middle" align="left">0.6</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="middle" align="left">0.2</td>
<td valign="middle" align="left">0.9</td>
</tr>
<tr>
<td valign="top" align="left">Cold Ischemia Time (hrs)</td>
<td valign="middle" align="left">0.6</td>
<td valign="middle" align="left">0.8</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Head Trauma</td>
<td valign="middle" align="left">0.7</td>
<td valign="middle" align="left">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Cerebrovascular/Stroke</td>
<td valign="middle" align="left">0.7</td>
<td valign="middle" align="left">0.7</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Other</td>
<td valign="middle" align="left">&gt;0.9</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="middle" align="left">0.9</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Group A, &lt;1 Avg. HLA-DR Matches ITA Recipients with complete HLA &amp; Follow-up data at 1yr post Tx 1. </p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>Group B, &#x2265;1 Avg. HLA-DR Matches (excluding HLA-DR3/4) ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>Group C, HLA-DR3 or DR4 Match ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1. </p>
</fn>
</table-wrap-foot>
<table-wrap-foot>
<fn>
<p>SHE, severe hypoglycemic episodes; PRA, Panel reactives antibody; TCD, T cell depleting reagents; aTNF, anti-TNF antibodies; CNI, calcineurin inhibitors; IEQ, islet equivalent.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>We next compared islet transplant outcomes in groups A, B and, C. One-year post transplantation, 53% of the T1D islet recipients reached insulin-independence in group A compared to 82% in group B and 48% in group C. At five-year post-transplantation, the rate of insulin-independence decreased to 24%, 78%, and 35% in group A-B-C respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Concordantly, fasting basal C-peptide level (&#x2265;0.3ng/ml), a measure for the durability of islet graft function, was detectable in 71%, 91%, and 67% at 1-year post-transplantation and 55%, 78%, and 56% of individuals at 5-year post-transplantation in group A-B-C respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). When defining a higher threshold for fasting basal C-peptide (&#x2265;0.8ng/ml), group A-B-C had comparable values at 5-year post transplantation (respectively 43%, 56% and 50%, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Severe hypoglycemic episodes were mainly absent in all three groups 5-year post-transplantation (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). Additionally, glycemic control (% HbA1c &lt;7 or HbA1c &#x2264; 6.5%) was significantly better in group B (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2E, F</bold>
</xref> respectively, <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). The combination for the absence of severe hypoglycemic events and HbA1c &lt;7% or &#x2264; 6.5 was also significantly better in group B (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G, H</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Finally, fasting blood glucose value (between 60 and 140 mg/dl) was also significantly better in group B (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2I</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Outcomes of islet transplantation alone with complete HLA-DR data. Insulin independence <bold>(A)</bold>, basal C-peptide &#x2265; 0.3 ng/mL <bold>(B)</bold>, basal C-peptide &#x2265; 0.8 ng/mL <bold>(C)</bold>, absence of severe hypoglycemic events <bold>(D)</bold>, HbA1c &lt;7% <bold>(E)</bold>, HbA1c &#x2264; 6.5% <bold>(F)</bold>, absence of severe hypoglycemic events and HbA1c &lt; 7.0% <bold>(G)</bold>, absence of severe hypoglycemic events and HbA1c &lt; 6.5% <bold>(H)</bold>, fasting blood glucose 60-140 (mg/dL) <bold>(I)</bold> in group A (HLA-DR mismatches) group B (one or two HLA DR matches, excluding HLA-DR3 and HLA-DR4) and group C (HLA-DR3 or HLA-DR4 match). For each panel, the first row indicates years after islet transplantation; the second the percentage with outcome; the third the number of individuals.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1110544-g002.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Best predictors by p-value for ITA&#x2019;s with follow-up data at least 1 year.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">P-value</th>
<th valign="middle" align="left">Group A vs B</th>
<th valign="middle" align="left">Group D vs E</th>
<th valign="middle" align="left">Group B vs C</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Insulin Independence</td>
<td valign="middle" align="left">0.001</td>
<td valign="middle" align="left">0.8</td>
<td valign="middle" align="left">0.008</td>
</tr>
<tr>
<td valign="top" align="left">Basal C-peptide &#x2265; 0.3 ng/mL</td>
<td valign="middle" align="left">0.06</td>
<td valign="middle" align="left">0.4</td>
<td valign="middle" align="left">0.1</td>
</tr>
<tr>
<td valign="top" align="left">Absence of Severe Hypoglycemic Events</td>
<td valign="middle" align="left">0.2</td>
<td valign="middle" align="left">0.6</td>
<td valign="middle" align="left">0.07</td>
</tr>
<tr>
<td valign="top" align="left">HbA1c &lt; 7.0%</td>
<td valign="middle" align="left">0.0006</td>
<td valign="middle" align="left">0.0006</td>
<td valign="middle" align="left">0.02</td>
</tr>
<tr>
<td valign="top" align="left">Absence of Severe Hypoglycemic Events and HbA1c &lt; 7.0%</td>
<td valign="middle" align="left">0.003</td>
<td valign="middle" align="left">0.01</td>
<td valign="middle" align="left">0.01</td>
</tr>
<tr>
<td valign="top" align="left">Fasting Blood Glucose 60-140 (mg/dL)</td>
<td valign="middle" align="left">0.004</td>
<td valign="middle" align="left">0.05</td>
<td valign="middle" align="left">0.02</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Group A, &lt;1 Avg. HLA-DR Matches ITA Recipients with complete HLA &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>Group B, &#x2265;1 Avg. HLA-DR Matches (excluding HLA-DR3/4) ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>Group C, HLA-DR3 or DR4 Match ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>Group D, &lt;3 Avg. HLA-A, B, &amp; DR Matches ITA Recipients with complete HLA &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>Group E, &#x2265;3 Avg. HLA-A, B, &amp; DR Matches ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Finally, we compared islet transplant outcomes when only looking at HLA-A, HLA-B, and HLA-DR matching excluding diabetogenic HLA-DR3 and HLA-DR4 matches. We defined two groups, one with less than 3 HLA matching (n=50, group D) and one with 3-6 HLA matching (N=12, group E). Of note 25/87 recipients were excluded, one because of incomplete HLA (A or B) reporting, the other 24 were the DR3/4 matches. Key baseline characteristics of islet transplant recipients and donors were similar between both groups (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). Yet, &#x2265;3 HLA matching did not predict long-term insulin-independence, fasting basal C-peptide level, severe hypoglycemic events HbA1c (&#x2264; 6.5%). Only, HbA1c (&lt;7%) and the combination for the absence of severe hypoglycemic events and HbA1c &lt;7% were significantly better in group E (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A&#x2013;I</bold>
</xref>). Thus, the best predictor for long-term insulin independence was HLA-DR matching, but not for the diabetogenic HLA-DR3 and HLA-DR4.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Key baseline characteristics of islet transplant recipients and donors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Mean (S.D.) or %</th>
<th valign="middle" align="left">(Group D)</th>
<th valign="middle" align="left">(Group E)</th>
<th valign="top" align="left">p-value (D vs. E)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left">Recipients</th>
<th valign="middle" align="left">N = 50</th>
<th valign="middle" align="left">N = 12</th>
<th valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Transplanted after 2010</td>
<td valign="middle" align="left">24%</td>
<td valign="middle" align="left">17%</td>
<td valign="middle" align="left">0.7</td>
</tr>
<tr>
<td valign="middle" align="left">% female</td>
<td valign="middle" align="left">69%</td>
<td valign="middle" align="left">67%</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Age at Baseline (yrs)</td>
<td valign="middle" align="left">44 (11)</td>
<td valign="middle" align="left">46 (10)</td>
<td valign="middle" align="left">0.7</td>
</tr>
<tr>
<td valign="top" align="left">Experiencing SHE at Baseline</td>
<td valign="middle" align="left">87%</td>
<td valign="middle" align="left">83%</td>
<td valign="middle" align="left">0.7</td>
</tr>
<tr>
<td valign="top" align="left">Induction Immunosuppression with TCD and/or aTNF</td>
<td valign="middle" align="left">7%</td>
<td valign="middle" align="left">9%</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Maintenance Immunosuppression with mTOR &amp; CNI</td>
<td valign="middle" align="left">68%</td>
<td valign="middle" align="left">81%</td>
<td valign="middle" align="left">0.5</td>
</tr>
<tr>
<td valign="top" align="left">IEQs Infused (1,000s)</td>
<td valign="middle" align="left">497 (194)</td>
<td valign="middle" align="left">498 (158)</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Simultaneous islet TX (n, (%))</td>
<td valign="middle" align="left">4 (8%)</td>
<td valign="middle" align="left">0</td>
<td valign="middle" align="left">0.6</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="middle" align="left">73%</td>
<td valign="middle" align="left">71%</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<th valign="top" align="left">Donors</th>
<th valign="middle" align="left">N = 54</th>
<th valign="middle" align="left">N = 12</th>
<th valign="middle" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Age (yrs)</td>
<td valign="middle" align="left">38 (14)</td>
<td valign="middle" align="left">41 (9)</td>
<td valign="middle" align="left">0.7</td>
</tr>
<tr>
<td valign="top" align="left">Gender (%Male)</td>
<td valign="middle" align="left">51%</td>
<td valign="middle" align="left">50%</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">BMI</td>
<td valign="middle" align="left">30.3 (5.3)</td>
<td valign="middle" align="left">37.6 (9.3)</td>
<td valign="middle" align="left">0.08</td>
</tr>
<tr>
<td valign="top" align="left">Cold Ischemia Time (hrs)</td>
<td valign="middle" align="left">8.0 (6.5)</td>
<td valign="middle" align="left">7.4 (2.7)</td>
<td valign="middle" align="left">0.8</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Head Trauma</td>
<td valign="middle" align="left">46%</td>
<td valign="middle" align="left">33%</td>
<td valign="middle" align="left">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Cerebrovascular/Stroke</td>
<td valign="middle" align="left">42%</td>
<td valign="middle" align="left">58%</td>
<td valign="middle" align="left">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Cause of Death: Other</td>
<td valign="middle" align="left">13%</td>
<td valign="middle" align="left">8%</td>
<td valign="middle" align="left">&gt;0.9</td>
</tr>
<tr>
<td valign="top" align="left">Genotyping (%Serological)</td>
<td valign="middle" align="left">63%</td>
<td valign="middle" align="left">55%</td>
<td valign="middle" align="left">0.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Group D, &lt;3 Avg. HLA-A, B, &amp; DR Matches ITA Recipients with complete HLA &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>Group E, &#x2265;3 Avg. HLA-A, B, &amp; DR Matches ITA Recipients with complete DR &amp; Follow-up data at 1yr post Tx 1.</p>
</fn>
<fn>
<p>SHE, severe hypoglycemic episodes; PRA, Panel reactives antibody; TCD, T cell depleting reagents; aTNF, anti-TNF antibodies; CNI, calcineurin inhibitors; IEQ, islet equivalent.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Outcomes of islet transplantation alone with complete HLA-A-B-DR data. Insulin independence <bold>(A)</bold>, basal C-peptide &#x2265; 0.3 ng/mL <bold>(B)</bold>, basal C-peptide &#x2265; 0.8 ng/mL <bold>(C)</bold>, absence of severe hypoglycemic events <bold>(D)</bold>, HbA1c &lt;7% <bold>(E)</bold>, HbA1c &#x2264; 6.5% <bold>(F)</bold>, absence of severe hypoglycemic events and HbA1c &lt; 7.0% <bold>(G)</bold>, absence of severe hypoglycemic events and HbA1c &lt; 6.5% <bold>(H)</bold>, fasting blood glucose 60-140 (mg/dL) <bold>(I)</bold> in group D (&lt;3 HLA A, B, DR matches) and group E (3-6 HLA matches). For each panel, the first row indicates years after islet transplantation; the second the percentage with outcome; the third the number of individuals. P value comparing &lt;3 Avg. Matches vs. &#x2265; 3 Avg. Matches.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1110544-g003.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This study investigated first the benefit of HLA-DR matching in islet transplantation alone.</p>
<p>We not only confirmed that HLA-DR3 and HLA-DR4 prevalence was higher in T1D islet recipients than donors, but also found that long-term insulin independence was significantly better when matching donor islets for HLA-DR but not the diabetogenic HLA-DR3 and HLA-DR4. This correlated with C-peptide production, better glycemic control and reduced severe hypoglycemia.</p>
<p>Opportunities for HLA matching in islet transplantation have always been limited and therefore poorly studied given the small numbers of patients on the waiting list and the frequent need for multiple islet infusions expositing patients to multiple HLA mismatches. Interestingly, when reviewing data from pancreas transplantation, results are controversial (<xref ref-type="bibr" rid="B21">21</xref>). Data published in 2002 by the United Network for Organ Sharing (UNOS) retrospectively analyzing &gt;3000 pancreas transplants performed between 1988-1994 showed no benefit of HLA matching (<xref ref-type="bibr" rid="B22">22</xref>). More recently, in pancreas after kidney transplant recipients, 5-6 HLAs mismatches resulted in accelerated time to rejection albeit without any impact on pancreas overall survival and rejection rate (<xref ref-type="bibr" rid="B23">23</xref>). A retrospective review of a prospectively assembled database of 1219 pancreas transplants performed at the University of Minnesota found increased rejection rates in HLA-B and HLA-DR mismatched donor-recipient pairs but not HLA-A, -C and HLA-DQ (<xref ref-type="bibr" rid="B24">24</xref>). It must be acknowledged that these studies have not specifically examined the impact of HLA-DR3 and HLA-DR4 matching. Other confounding factors such as pre-transplantation HLA sensitization, surgical complications, the immunosuppressive regimen could also have interfered in the interpretation of these results. In our study, the benefit of &#x2265;3 HLA matching was not obvious. Considering that donor selection criteria for islet transplantation are more stringent than for other types of transplant and that there is a significant risk for manufacturing failure, this suggests that HLA-A, -B, -DR matching is hardly feasible in clinical practice.</p>
<p>Evidence from animal studies suggests that autoantigen presentation is more effective in an MHC matched context increasing the risk of T1D relapse (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Such recurrences are yet difficult to diagnose after islet transplantation (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). As such histological monitoring after intraportal islet&#xa0;infusion is limited, considering the low islet sampling rate&#xa0; (<xref ref-type="bibr" rid="B29">29</xref>). An indirect approach is to monitor autoantibodies against insulin, the insulinoma-associated tyrosine phosphatase- like protein (IA-2), the 65-kDa glutamic acid decarboxylase isoform (GAD65), and zinc transporter 8 (ZnT8) (<xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). In a single case report, a 56-year-old man with a 44-year history of T1D developed hyperglycemia associated with rapidly increasing anti-GAD65 titer 33&#xa0;months post-transplantation (<xref ref-type="bibr" rid="B34">34</xref>). Altogether, these results confirm that islet transplant recipients can develop relapsing T1D.</p>
<p>T1D relapse is more studied after pancreas transplantation. In a prospective cohort of 223 recipients of simultaneous pancreas&#x2013;kidney allografts, the group of Pugliese estimated that recurrence of autoimmunity occurred in 7% of the cases (mean follow-up was 6.2 years, range 1.0&#x2013;22.6). A selective loss of beta cells was proven histologically (<xref ref-type="bibr" rid="B35">35</xref>). Identified risk factor for relapsing T1D were post-transplant autoantibody positivity, autoantibody number, and autoantibody conversion. Importantly, the authors found that the DR3/DR4 genotype increased the risk of islet autoantibody seroconversion and thereby the risk of T1D relapse (<xref ref-type="bibr" rid="B35">35</xref>). A recent multicentric prospective cohort monitoring 24662 children at increased risk for T1D, further confirmed that autoantibodies conversion, from single to multiple, and the HLA DR-DQ (DR4-DQ8/DR3-DQ2.5) haplotype predicted the risk of progression to T1D (<xref ref-type="bibr" rid="B32">32</xref>). These results support the hypotheses that the diabetogenic HLA-DR3 and HLA-DR4 trigger disease relapse after pancreatic and islet transplantation.</p>
<p>This study has several important limitations. First, only a limited number of T1D islet recipients could be included hampering more extensive analysis on the mechanisms driving the loss of insulin-independence and the potential confounding factors. Future sub-analyses comparing outcomes of HLA-DR3 versus HLA-DR4 or HLA-DR3/DR4 double positive (n=14) T1D patients are warranted. Additionally, some protective loci, such as HLA DR15 (DR2 in the old nomenclature) for the development of type&#xa0;I diabetes could represent a significant confounder in our analysis (<xref ref-type="bibr" rid="B36">36</xref>). In future studies, islet loss of function should be correlated with autoantibodies conversion and titer in the context of HLA-DR3 and HLA-DR4 matching. Another important limitation of this study is the missing HLA-DQ typing information. The DR4-DQ8 and DR3-DQ2.5 haplotypes are frequently observed in T1D patients. This is all the more important given that islet-infiltrating human CD4 T cells have also an HLA-DQ restricted repertoire against insulin-derived peptides (<xref ref-type="bibr" rid="B37">37</xref>) (<xref ref-type="bibr" rid="B38">38</xref>). Fourthly, as only single islet infusions were included in this study, it will be important to examine in future studies the role of HLA-haplotype matching in insulin-independence after multiple islet infusions. Finally, the heterogenous immunosuppression protocols given (including on the use of T cell depleting reagents) may represent a cofounding factor in this study.</p>
<p>In conclusion, our results suggest that matching HLA-DR but excluding the diabetogenic HLA-DR3 and/or 4 is a strong predictor for insulin-independence after single islet infusion. Further studies to confirm and extend the role of diabetogenic HLA DR and associated haplotypes with higher resolution and for multiple islet donors are now needed. Importantly, the feasibility of avoiding the diabetogenic HLA-DR in clinical practice need to be addressed.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data that support the findings of this study may be available on request from the Collaborative Islet Transplant Registry Coordinating Center.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>CITR data are rigorously monitored by the Data Coordinating Center, The EMMES Corporation, Rockville, Maryland, to comply with U.S. Food and Drug Administration Part 21 Code of Federal Regulations requirements. Site participation in the Registry requires local research ethics board approval, strict assurance of patient-identifier confidentiality, and written informed consent by the islet recipients. The CITR Publications and Presentations Committee approved the manuscript.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>CB and FB researched data and performed the analysis. EP researched data and contributed to discussion. YM, JV, RM and TB designed the original project. YM wrote the manuscript. DB, RA, RM, TE and MK contributed to the discussion and reviewed/edited the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The CITR is funded by the NIDDK, National Institutes of Health and by a supplemental grant from the JDRF International. YM is supported by the Gabriella Giorgi-Cavaglieri Foundation. Open access funding by University of Lausanne.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Authors CB, FB and EP were employed by The EMMES Company, LLC.</p>
<p>The remaining 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="s10" 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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>CITR, Collaborative Islet Transplant Registry; GAD65, 65-kDa glutamic acid decarboxylase isoform; HLA, Human leukocyte antigen; NIDDK, National Institute of Diabetes and Digestive and Kidney Diseases; T1D, Type 1 Diabetes; UNOS, United Network for Organ Sharing; ZnT8, Zinc transporter 8.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muller</surname> <given-names>YD</given-names>
</name>
<name>
<surname>Seebach</surname> <given-names>JD</given-names>
</name>
<name>
<surname>B&#xfc;hler</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Pascual</surname> <given-names>M</given-names>
</name>
<name>
<surname>Golshayan</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Transplantation tolerance: Clinical potential of regulatory T cells</article-title>. <source>Self Nonself</source> (<year>2011</year>) <volume>2</volume>:<fpage>26</fpage>. doi: <pub-id pub-id-type="doi">10.4161/self.2.1.15422</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rock</surname> <given-names>KL</given-names>
</name>
<name>
<surname>Reits</surname> <given-names>E</given-names>
</name>
<name>
<surname>Neefjes</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Present yourself! by MHC class I and MHC class II molecules</article-title>. <source>Trends Immunol</source> (<year>2016</year>) <volume>37</volume>:<fpage>724</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.it.2016.08.010</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clark</surname> <given-names>B</given-names>
</name>
<name>
<surname>Unsworth</surname> <given-names>DJ</given-names>
</name>
</person-group>. <article-title>HLA and kidney transplantation</article-title>. <source>J Clin Pathol</source> (<year>2010</year>) <volume>63</volume>:<fpage>21</fpage>. doi: <pub-id pub-id-type="doi">10.1136/jcp.2009.072785</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kosmoliaptsis</surname> <given-names>V</given-names>
</name>
<name>
<surname>Gjorgjimajkoska</surname> <given-names>O</given-names>
</name>
<name>
<surname>Sharples</surname> <given-names>LD</given-names>
</name>
<name>
<surname>Chaudhry</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Chatzizacharias</surname> <given-names>N</given-names>
</name>
<name>
<surname>Peacock</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of donor mismatches at individual HLA-a, -b, -c, -DR, and -DQ loci on the development of HLA-specific antibodies in patients listed for repeat renal transplantation</article-title>. <source>Kidney Int</source> (<year>2014</year>) <volume>86</volume>:<fpage>1039</fpage>. doi: <pub-id pub-id-type="doi">10.1038/ki.2014.106</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zachary</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Leffell</surname> <given-names>MS</given-names>
</name>
</person-group>. <article-title>HLA mismatching strategies for solid organ transplantation - a balancing act</article-title>. <source>Front Immunol</source> (<year>2016</year>) <volume>7</volume>:<elocation-id>575</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2016.00575</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Opelz</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wujciak</surname> <given-names>T</given-names>
</name>
<name>
<surname>D&#xf6;hler</surname> <given-names>B</given-names>
</name>
<name>
<surname>Scherer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mytilineos</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>HLA compatibility and organ transplant survival. collaborative transplant study</article-title>. <source>Rev Immunogenet</source> (<year>1999</year>) <volume>1</volume>:<fpage>334</fpage>.</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Opelz</surname> <given-names>G</given-names>
</name>
<name>
<surname>D&#xf6;hler</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>Effect of human leukocyte antigen compatibility on kidney graft survival: Comparative analysis of two decades</article-title>. <source>Transplantation</source> (<year>2007</year>) <volume>84</volume>:<fpage>137</fpage>. doi: <pub-id pub-id-type="doi">10.1097/01.tp.0000269725.74189.b9</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pociot</surname> <given-names>F</given-names>
</name>
<name>
<surname>Akolkar</surname> <given-names>B</given-names>
</name>
<name>
<surname>Concannon</surname> <given-names>P</given-names>
</name>
<name>
<surname>Erlich</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Julier</surname> <given-names>C</given-names>
</name>
<name>
<surname>Morahan</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Genetics of type 1 diabetes: What&#x2019;s next</article-title>. <source>Diabetes</source> (<year>2010</year>) <volume>59</volume>:<fpage>1561</fpage>. doi: <pub-id pub-id-type="doi">10.2337/db10-0076</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borot</surname> <given-names>S</given-names>
</name>
<name>
<surname>Crowe</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Parnaud</surname> <given-names>G</given-names>
</name>
<name>
<surname>Ris</surname> <given-names>F</given-names>
</name>
<name>
<surname>Meier</surname> <given-names>R</given-names>
</name>
<name>
<surname>Giovannoni</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantification of islet loss and graft functionality during immune rejection by 3-tesla MRI in a rat model</article-title>. <source>Transplantation</source> (<year>2013</year>) <volume>96</volume>:<fpage>438</fpage>. doi: <pub-id pub-id-type="doi">10.1097/TP.0b013e31829b080f</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niclauss</surname> <given-names>N</given-names>
</name>
<name>
<surname>Bosco</surname> <given-names>D</given-names>
</name>
<name>
<surname>Morel</surname> <given-names>P</given-names>
</name>
<name>
<surname>Demuylder-Mischler</surname> <given-names>S</given-names>
</name>
<name>
<surname>Brault</surname> <given-names>C</given-names>
</name>
<name>
<surname>Milliat-Guittard</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Influence of donor age on islet isolation and transplantation outcome</article-title>. <source>Transplantation</source> (<year>2011</year>) <volume>91</volume>:<fpage>360</fpage>. doi: <pub-id pub-id-type="doi">10.1097/TP.0b013e31820385e6</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meier</surname> <given-names>RPH</given-names>
</name>
<name>
<surname>Meyer</surname> <given-names>J</given-names>
</name>
<name>
<surname>Muller</surname> <given-names>YD</given-names>
</name>
<name>
<surname>Szot</surname> <given-names>GL</given-names>
</name>
<name>
<surname>B&#xe9;dat</surname> <given-names>B</given-names>
</name>
<name>
<surname>Andres</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Pancreas collagen digestion during islet of langerhans isolation-a prospective study</article-title>. <source>Transpl Int</source> (<year>2020</year>) <volume>33</volume>:<fpage>1516</fpage>. doi: <pub-id pub-id-type="doi">10.1111/tri.13725</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muller</surname> <given-names>YD</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Morel</surname> <given-names>P</given-names>
</name>
<name>
<surname>Borot</surname> <given-names>S</given-names>
</name>
<name>
<surname>Bettens</surname> <given-names>F</given-names>
</name>
<name>
<surname>Truchetet</surname> <given-names>ME</given-names>
</name>
<etal/>
</person-group>. <article-title>Transplanted human pancreatic islets after long-term insulin independence</article-title>. <source>Am J Transplant</source> (<year>2013</year>) <volume>13</volume>:<fpage>1093</fpage>. doi: <pub-id pub-id-type="doi">10.1111/ajt.12138</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muller</surname> <given-names>YD</given-names>
</name>
<name>
<surname>Morel</surname> <given-names>P</given-names>
</name>
<name>
<surname>Berney</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Absence of amyloid deposition in human islets transplantation after 13 years insulin independence</article-title>. <source>Transplantation</source> (<year>2015</year>) <volume>99</volume>:<elocation-id>e31</elocation-id>. doi: <pub-id pub-id-type="doi">10.1097/TP.0000000000000651</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lablanche</surname> <given-names>S</given-names>
</name>
<name>
<surname>Borot</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wojtusciszyn</surname> <given-names>A</given-names>
</name>
<name>
<surname>Skaare</surname> <given-names>K</given-names>
</name>
<name>
<surname>Penfornis</surname> <given-names>A</given-names>
</name>
<name>
<surname>Malvezzi</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Ten-year outcomes of islet transplantation in patients with type 1 diabetes: Data from the Swiss-French GRAGIL network</article-title>. <source>Am J Transplant</source> (<year>2021</year>) <volume>21</volume>:<page-range>3725&#x2013;33</page-range>. doi: <pub-id pub-id-type="doi">10.1111/ajt.16637</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hering</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Clarke</surname> <given-names>WR</given-names>
</name>
<name>
<surname>Bridges</surname> <given-names>ND</given-names>
</name>
<name>
<surname>Eggerman</surname> <given-names>TL</given-names>
</name>
<name>
<surname>Alejandro</surname> <given-names>R</given-names>
</name>
<name>
<surname>Bellin</surname> <given-names>MD</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase 3 trial of transplantation of human islets in type 1 diabetes complicated by severe hypoglycemia</article-title>. <source>Diabetes Care</source> (<year>2016</year>) <volume>39</volume>:<fpage>1230</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc15-1988</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seaquist</surname> <given-names>ER</given-names>
</name>
<name>
<surname>Anderson</surname> <given-names>J</given-names>
</name>
<name>
<surname>Childs</surname> <given-names>B</given-names>
</name>
<name>
<surname>Cryer</surname> <given-names>P</given-names>
</name>
<name>
<surname>Dagogo-Jack</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fish</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Hypoglycemia and diabetes: A report of a workgroup of the American diabetes association and the endocrine society</article-title>. <source>Diabetes Care</source> (<year>2013</year>) <volume>36</volume>:<fpage>1384</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc12-2480</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barton</surname> <given-names>FB</given-names>
</name>
<name>
<surname>Rickels</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Alejandro</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Improvement in outcomes of clinical islet transplantation: 1999-2010</article-title>. <source>Diabetes Care</source> (<year>2012</year>) <volume>35</volume>:<fpage>1436</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc12-0063</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaur</surname> <given-names>G</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>N</given-names>
</name>
<name>
<surname>Szilagyi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Blasko</surname> <given-names>B</given-names>
</name>
<name>
<surname>Fust</surname> <given-names>G</given-names>
</name>
<name>
<surname>Rajczy</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Autoimmune-associated HLA-B8-DR3 haplotypes in Asian indians are unique in C4 complement gene copy numbers and HSP-2 1267A/G</article-title>. <source>Hum Immunol</source> (<year>2008</year>) <volume>69</volume>:<fpage>580</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.humimm.2008.06.007</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tay</surname> <given-names>GK</given-names>
</name>
<name>
<surname>Al Naqbi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Mawart</surname> <given-names>A</given-names>
</name>
<name>
<surname>Baalfaqih</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Almaazmi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Deeb</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Segregation analysis of genotyped and family-phased, long range MHC classical class I and class II haplotypes in 5 families with type 1 diabetes proband in the united Arab Emirates</article-title>. <source>Front Genet</source> (<year>2021</year>) <volume>12</volume>:<elocation-id>670844</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2021.670844</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Redondo</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Geyer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Steck</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Sharp</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wentworth</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Weedon</surname> <given-names>MN</given-names>
</name>
<etal/>
</person-group>. <article-title>A type 1 diabetes genetic risk score predicts progression of islet autoimmunity and development of type 1 diabetes in individuals at risk</article-title>. <source>Diabetes Care</source> (<year>2018</year>) <volume>41</volume>:<fpage>1887</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc18-0087</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berney</surname> <given-names>T</given-names>
</name>
<name>
<surname>Malaise</surname> <given-names>J</given-names>
</name>
<name>
<surname>Morel</surname> <given-names>P</given-names>
</name>
<name>
<surname>Toso</surname> <given-names>C</given-names>
</name>
<name>
<surname>Demuylder-Mischler</surname> <given-names>S</given-names>
</name>
<name>
<surname>Majno</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of HLA matching on the outcome of simultaneous pancreas-kidney transplantation</article-title>. <source>Nephrol Dial Transplant</source> (<year>2005</year>) <volume>20</volume>(<supplement>Suppl 2</supplement>):<fpage>ii48</fpage>. doi: <pub-id pub-id-type="doi">10.1093/ndt/gfh1082</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mancini</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Connors</surname> <given-names>AF</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>XQ</given-names>
</name>
<name>
<surname>Nock</surname> <given-names>S</given-names>
</name>
<name>
<surname>Spencer</surname> <given-names>C</given-names>
</name>
<name>
<surname>Mccullough</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>HLA matching for simultaneous pancreas-kidney transplantation in the united states: a multivariable analysis of the UNOS data</article-title>. <source>Clin Nephrol</source> (<year>2002</year>) <volume>57</volume>:<fpage>27</fpage>. doi: <pub-id pub-id-type="doi">10.5414/CNP57027</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parajuli</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kaufman</surname> <given-names>DB</given-names>
</name>
<name>
<surname>Djamali</surname> <given-names>A</given-names>
</name>
<name>
<surname>Welch</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Sollinger</surname> <given-names>HW</given-names>
</name>
<name>
<surname>Mandelbrot</surname> <given-names>DA</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of human leukocyte antigen mismatches between donor-recipient and donor-donor in pancreas after kidney transplant recipients</article-title>. <source>Transpl Int</source> (<year>2021</year>) <volume>34</volume>:<page-range>2803&#x2013;15</page-range>. doi: <pub-id pub-id-type="doi">10.1111/tri.14138</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rudolph</surname> <given-names>EN</given-names>
</name>
<name>
<surname>Dunn</surname> <given-names>TB</given-names>
</name>
<name>
<surname>Mauer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Noreen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sutherland</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Kandaswamy</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>HLA-a, -b, -c, -DR, and -DQ matching in pancreas transplantation: Effect on graft rejection and survival</article-title>. <source>Am J Transplant</source> (<year>2016</year>) <volume>16</volume>:<fpage>2401</fpage>. doi: <pub-id pub-id-type="doi">10.1111/ajt.13734</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Markmann</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Posselt</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Bassiri</surname> <given-names>H</given-names>
</name>
<name>
<surname>Brayman</surname> <given-names>KL</given-names>
</name>
<name>
<surname>Woehrle</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hickey</surname> <given-names>WF</given-names>
</name>
<etal/>
</person-group>. <article-title>Major-histocompatibility-complex restricted and nonrestricted autoimmune effector mechanisms in BB rats</article-title>. <source>Transplantation</source> (<year>1991</year>) <volume>52</volume>:<fpage>662</fpage>. doi: <pub-id pub-id-type="doi">10.1097/00007890-199110000-00016</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Makhlouf</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kishimoto</surname> <given-names>K</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>RN</given-names>
</name>
<name>
<surname>Abdi</surname> <given-names>R</given-names>
</name>
<name>
<surname>Koulmanda</surname> <given-names>M</given-names>
</name>
<name>
<surname>Winn</surname> <given-names>HJ</given-names>
</name>
<etal/>
</person-group>. <article-title>The role of autoimmunity in islet allograft destruction: Major histocompatibility complex class II matching is necessary for autoimmune destruction of allogeneic islet transplants after T-cell costimulatory blockade</article-title>. <source>Diabetes</source> (<year>2002</year>) <volume>51</volume>:<fpage>3202</fpage>. doi: <pub-id pub-id-type="doi">10.2337/diabetes.51.11.3202</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Worcester HITG</collab>
<name>
<surname>Sharma</surname> <given-names>V</given-names>
</name>
<name>
<surname>Andersen</surname> <given-names>D</given-names>
</name>
<name>
<surname>Thompson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Woda</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Stoff</surname> <given-names>JS</given-names>
</name>
<etal/>
</person-group>. <article-title>Autoimmunity after islet-cell allotransplantation</article-title>. <source>N Engl J Med</source> (<year>2006</year>) <volume>355</volume>:<fpage>1397</fpage>. doi: <pub-id pub-id-type="doi">10.1056/NEJMc061530</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stegall</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Lafferty</surname> <given-names>KJ</given-names>
</name>
<name>
<surname>Kam</surname> <given-names>I</given-names>
</name>
<name>
<surname>Gill</surname> <given-names>RG</given-names>
</name>
</person-group>. <article-title>Evidence of recurrent autoimmunity in human allogeneic islet transplantation</article-title>. <source>Transplantation</source> (<year>1996</year>) <volume>61</volume>:<fpage>1272</fpage>. doi: <pub-id pub-id-type="doi">10.1097/00007890-199604270-00027</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toso</surname> <given-names>C</given-names>
</name>
<name>
<surname>Isse</surname> <given-names>K</given-names>
</name>
<name>
<surname>Demetris</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Dinyari</surname> <given-names>P</given-names>
</name>
<name>
<surname>Koh</surname> <given-names>A</given-names>
</name>
<name>
<surname>Imes</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Histologic graft assessment after clinical islet transplantation</article-title>. <source>Transplantation</source> (<year>2009</year>) <volume>88</volume>:<fpage>1286</fpage>. doi: <pub-id pub-id-type="doi">10.1097/TP.0b013e3181bc06b0</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Verge</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Gianani</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kawasaki</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pietropaolo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chase</surname> <given-names>HP</given-names>
</name>
<etal/>
</person-group>. <article-title>Number of autoantibodies (against insulin, GAD or ICA512/IA2) rather than particular autoantibody specificities determines risk of type I diabetes</article-title>. <source>J Autoimmun</source> (<year>1996</year>) <volume>9</volume>:<fpage>379</fpage>. doi: <pub-id pub-id-type="doi">10.1006/jaut.1996.0051</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vehik</surname> <given-names>K</given-names>
</name>
<name>
<surname>Beam</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Mahon</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Schatz</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Haller</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Sosenko</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Development of autoantibodies in the TrialNet natural history study</article-title>. <source>Diabetes Care</source> (<year>2011</year>) <volume>34</volume>:<fpage>1897</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc11-0560</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anand</surname> <given-names>V</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B</given-names>
</name>
<name>
<surname>Ghalwash</surname> <given-names>M</given-names>
</name>
<name>
<surname>Koski</surname> <given-names>E</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Islet autoimmunity and HLA markers of presymptomatic and clinical type 1 diabetes: Joint analyses of prospective cohort studies in Finland, Germany, Sweden, and the U.S</article-title>. <source>Diabetes Care</source> (<year>2021</year>), <fpage>dc201836</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc20-1836</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gorus</surname> <given-names>FK</given-names>
</name>
<name>
<surname>Balti</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Messaaoui</surname> <given-names>A</given-names>
</name>
<name>
<surname>Demeester</surname> <given-names>S</given-names>
</name>
<name>
<surname>Van Dalem</surname> <given-names>A</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Twenty-year progression rate to clinical onset according to autoantibody profile, age, and HLA-DQ genotype in a registry-based group of children and adults with a first-degree relative with type 1 diabetes</article-title>. <source>Diabetes Care</source> (<year>2017</year>) <volume>40</volume>:<fpage>1065</fpage>. doi: <pub-id pub-id-type="doi">10.2337/dc16-2228</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Korutla</surname> <given-names>L</given-names>
</name>
<name>
<surname>Rickels</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>RW</given-names>
</name>
<name>
<surname>Freas</surname> <given-names>A</given-names>
</name>
<name>
<surname>Reddy</surname> <given-names>S</given-names>
</name>
<name>
<surname>Habertheuer</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Noninvasive diagnosis of recurrent autoimmune type 1 diabetes after islet cell transplantation</article-title>. <source>Am J Transplant</source> (<year>2019</year>) <volume>19</volume>:<fpage>1852</fpage>. doi: <pub-id pub-id-type="doi">10.1111/ajt.15322</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vendrame</surname> <given-names>F</given-names>
</name>
<name>
<surname>Hopfner</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Diamantopoulos</surname> <given-names>S</given-names>
</name>
<name>
<surname>Virdi</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Allende</surname> <given-names>G</given-names>
</name>
<name>
<surname>Snowhite</surname> <given-names>IV</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors for type 1 diabetes recurrence in immunosuppressed recipients of simultaneous pancreas-kidney transplants</article-title>. <source>Am J Transplant</source> (<year>2016</year>) <volume>16</volume>:<fpage>235</fpage>. doi: <pub-id pub-id-type="doi">10.1111/ajt.13426</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Dennis</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Sharp</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Kaur</surname> <given-names>A</given-names>
</name>
<name>
<surname>Misra</surname> <given-names>S</given-names>
</name>
<name>
<surname>Walkey</surname> <given-names>HC</given-names>
</name>
<etal/>
</person-group>. <article-title>DR15-DQ6 remains dominantly protective against type 1 diabetes throughout the first five decades of life</article-title>. <source>Diabetologia</source> (<year>2021</year>) <volume>64</volume>:<fpage>2258</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s00125-021-05513-4</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>KY</given-names>
</name>
<name>
<surname>Unanue</surname> <given-names>ER</given-names>
</name>
</person-group>. <article-title>Prediction of HLA-DQ8beta cell peptidome using a computational program and its relationship to autoreactive T cells</article-title>. <source>Int Immunol</source> (<year>2009</year>) <volume>21</volume>:<fpage>705</fpage>. doi: <pub-id pub-id-type="doi">10.1093/intimm/dxp039</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pathiraja</surname> <given-names>V</given-names>
</name>
<name>
<surname>Kuehlich</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Campbell</surname> <given-names>PD</given-names>
</name>
<name>
<surname>Krishnamurthy</surname> <given-names>B</given-names>
</name>
<name>
<surname>Loudovaris</surname> <given-names>T</given-names>
</name>
<name>
<surname>Coates</surname> <given-names>PT</given-names>
</name>
<etal/>
</person-group>. <article-title>Proinsulin-specific, HLA-DQ8, and HLA-DQ8-transdimer-restricted CD4+ T cells infiltrate islets in type 1 diabetes</article-title>. <source>Diabetes</source> (<year>2015</year>) <volume>64</volume>:<fpage>172</fpage>. doi: <pub-id pub-id-type="doi">10.2337/db14-0858</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>