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<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.2025.1618482</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Opinion: the evolving understanding of polygenic common variable immunodeficiency-like disorders</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ameratunga</surname>
<given-names>Rohan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/168427/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leung</surname>
<given-names>Euphemia Yee</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/70335/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Longhurst</surname>
<given-names>Hilary J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/479116/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lehnert</surname>
<given-names>Klaus</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/293277/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Woon</surname>
<given-names>See-Tarn</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/745124/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Clinical Immunology, Auckland Hospital</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Virology and Immunology, Auckland Hospital</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Molecular Medicine and Pathology, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Maurice Wilkins Center, School of Biological Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Auckland Cancer Society Research Centre, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Medicine, School of Medicine, Faculty of Medical and Health Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Applied Translational Genetics, School of Biological Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>,&#xa0;<country>New Zealand</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Katrina Louise Randall, Australian National University, Australia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Saul Oswaldo Lugo Reyes, National Institute of Pediatrics, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Rohan Ameratunga, <email xlink:href="mailto:rohana@adhb.govt.nz">rohana@adhb.govt.nz</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1618482</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Ameratunga, Leung, Longhurst, Lehnert and Woon.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ameratunga, Leung, Longhurst, Lehnert and Woon</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>
<kwd-group>
<kwd>CVID</kwd>
<kwd>polygenic</kwd>
<kwd>hypogammaglobinemia</kwd>
<kwd>TCF3</kwd>
<kwd>CGCDS</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="18"/>
<page-count count="4"/>
<word-count count="1397"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Primary Immunodeficiencies</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Common Variable Immunodeficiency Disorders (CVID) are the most frequent symptomatic Primary Immunodeficiency Disorder (PID) in both adults and children (<xref ref-type="bibr" rid="B1">1</xref>). Patients with CVID present with late-onset antibody failure with variable degrees of cellular immune dysfunction (<xref ref-type="bibr" rid="B2">2</xref>). Most patients with CVID experience recurrent and severe bacterial infections, but also have a predisposition to autoimmunity and inflammatory disorders.</p>
<p>The clinical manifestations of CVID can vary over time. Patients can initially experience recurrent infections in childhood but suffer autoimmune or inflammatory disorders later in life. Conversely, some patients with CVID present with autoimmunity and the diagnosis is made when immunoglobulins are measured before immunosuppression. In other CVID patients where immunoglobulins are not measured before treatment, severe infections can be precipitated by immunosuppression, unmasking the disorder.</p>
</sec>
<sec id="s2">
<title>Genetics of CVID and CVID-like disorders</title>
<p>By definition, the precise genetic cause of CVID is unknown. In approximately 25% of non-consanguineous individuals, a causative autosomal dominant mutation underlies the PID (<xref ref-type="bibr" rid="B3">3</xref>). Families with autosomal dominant disorders frequently have variable penetrance and expressivity. In consanguineous societies, the majority of patients with primary antibody deficiencies have an underlying genetic defect, usually inherited as an autosomal recessive disorder. These patients typically present with severe disease early in life (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>All current definitions of CVID exclude those with an underlying condition, which includes patients with causative mutations (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). These patients are deemed to have CVID-like disorders caused by a monogenic Inborn Error of Immunity (IEI) (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>CVID-like disorders are characterized by marked locus heterogeneity (genocopy). Mutations in a large number of genes can result in a remarkably similar phenotype of impaired antibody production with variable degrees of cellular immune dysfunction (<xref ref-type="bibr" rid="B9">9</xref>). With the advent of Next Generation Sequencing (NGS) and more recently by second and third generation genome sequencing, it has become feasible to investigate disorders with marked locus heterogeneity.</p>
<p>In addition to causative mutations leading to an IEI, patients with CVID frequently have genetic variants which appear to predispose to, or enhance disease severity. The evidence these risk alleles do not cause CVID is based on several observations. First, the population prevalence of these alleles far exceeds that of CVID. The American College of Medical Genetics (ACMG) has published helpful information on the interpretations of genetic variants to determine if these are pathogenic or benign (<xref ref-type="bibr" rid="B10">10</xref>). The first consideration in the ACMG criteria is the frequency of the variant in the population: If it far exceeds the disease prevalence, it is unlikely to be causative.</p>
<p>Second, these variants do not segregate with disease in family studies (<xref ref-type="bibr" rid="B11">11</xref>). The ACMG criteria place considerable emphasis on family segregation studies. If these variants do not segregate with extended family studies, this is strong evidence they cannot be causative. It is important to note that CVID and CVID-like disorders can present later in life and these family segregation studies should include older family members as well as children. Large multi-generational kindreds where variants do not segregate with disease is strong evidence these are not pathogenic.</p>
<p>Last, the epistatic role of these variants was directly shown in a family carrying mutations of both <italic>TNFSF13B/</italic>TACI (C104R, c.310TC) variant and a nonsense mutation of <italic>TCF3</italic> (T168fsX191) (<xref ref-type="bibr" rid="B12">12</xref>). The proband who had both mutations was severely affected clinically compared to other members of the same family. She had a much higher CVID Disease Severity Score (CDSS) (<xref ref-type="bibr" rid="B13">13</xref>). Laboratory studies reflected these clinical observations, as the digenic proband had much lower <italic>in vitro</italic> antibody production, compared to other members of the kindred bearing only one mutation.</p>
</sec>
<sec id="s3">
<title>Polygenic CVID-like disorders</title>
<p>The current Expert Committee on PIDs has deemed these disorders to be monogenic IEIs, although the majority of patients with PIDs do not have a causative pathogenic mutation (<xref ref-type="bibr" rid="B14">14</xref>). The genetic basis for CVID (by definition), selective IgA deficiency and Transient Hypogammaglobulinemia of Infancy (THI) are unknown. These three conditions numerically comprise by far the majority of PIDs.</p>
<p>The current Expert Committee on PIDs does not recognize polygenic causes of PIDs (<xref ref-type="bibr" rid="B8">8</xref>). With the advent of second and third generation sequencing, it has become increasingly obvious that many patients with CVID-like disorders have more than one mutation, which may be contributing to their phenotype.</p>
<p>Polygenic PIDs could influence the phenotype of an individual in several ways. If there is an epistatic effect between two genetic loci, there may be synergistic, non-linear interactions between two or more genes leading to a much more severe or much milder phenotype. Positive epistasis occurs where the digenic phenotype is much worse than in individuals bearing a single mutation. In contrast, negative epistasis occurs, where the deleterious effects of the two or more mutations are mitigated by one or both variants.</p>
<p>Quantitative epistasis typically occurs when gene products lie on the same signaling pathway. One gene mutation usually has a greater impact on the phenotype than the other. This is known as the epistatic hub and is often a gene product with non-redundant function such as a receptor or nuclear signaling factor (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Epistasis in laboratory animals can be explored by inducing mutation by techniques such as gene editing and selective breeding. In humans, epistasis can only be determined if there is a family where the two or more mutations segregate with different family members. Ideally there should be an individual with wild type sequence of the genes as a control (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>In other cases, the two mutations may lie on different signaling pathways and may not have a synergistic interaction. Each mutation contributes to the phenotype in an additive manner. A disease severity score can help determine if there is an epistatic interaction between the two mutations at a clinical level. Similarly, a test such as <italic>in vitro</italic> antibody production can also determine if there is epistasis at a biochemical level. The probability of epistasis can be assessed by an epistasis score (<xref ref-type="bibr" rid="B15">15</xref>). Epistasis occurs when the genetic, biochemical and clinical scores are congruent.</p>
<p>In another scenario, patients who have large deletions involving many immune system genes present difficulties in determining epistasis. Although the large deletion might be present in other family members, the individual genes do not segregate. In this case, the comparison is between a patient having the large deletion involving many genes with other unrelated patients having a single gene deletion. The interindividual phenotypic differences are likely to be much greater than those of a single kindred, where two or more genes segregate. This was seen in the CTLA4 Gene Complex Deletion Syndrome (CDCGS) where large deletions of chromosome 2 results in deletion of CTLA4, CD28 and ICOS (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>).</p>
<p>In these large deletions, the loss of CTLA4 causes haploinsufficiency resulting in a CVID-like disorder with severe autoimmunity associated with hypogammaglobulinemia. ICOS deficiency is an autosomal recessive disorder also resulting in a CVID-like disorder. CD28 deficiency is another autosomal recessive condition leading to severe cutaneous HPV infection, which has been termed the &#x201c;Tree man syndrome&#x201d; (<xref ref-type="bibr" rid="B18">18</xref>). Some patients with CGCDS have deletion of SATB2 resulting in a severe neurodevelopmental delay (Glass syndrome) and BMPR2 leading to pulmonary hypertension (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B17">17</xref>). There is thus substantial phenotypic variability of the CGCDS depending on the deleted genes (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The CTLA4 Gene Cluster Deletion syndrome (CGCDS). The spectrum of phenotypic features vary from CTLA4 haploinsufficiency to Glass Syndrome and Pulmonary hypertension, depending on deleted genes. The banded chromosome was generated by Microsoft co-pilot.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1618482-g001.tif">
<alt-text content-type="machine-generated">Diagram showing a chromosome with different regions labeled: BMPR2 linked to pulmonary hypertension, SATB2 linked to neurodevelopmental disorders, and Glass syndrome. CD28, CTLA4, and ICOS associated with variable autoimmunity effects.</alt-text>
</graphic>
</fig>
<p>In these kindreds, the heterozygous CTLA4 mutation appears to be the critical mutation resulting in severe autoimmunity. While it is clear this is a polygenic CVID-like disorder, the role of the heterozygous CD28 and ICOS deletions are uncertain. As noted above, epistasis cannot be determined in large deletions, as these mutations do not segregate in different family members.</p>
</sec>
<sec id="s4" sec-type="conclusions">
<title>Conclusion</title>
<p>In conclusion, it is apparent that an increasing number of PIDs/IEIs are consequent to polygenic disorders. In polygenic disorders, each variant should be curated to determine its contribution to the phenotype. It is also apparent from the examples presented here that not all cases of digenic or higher order polygenic disorders are examples of epistasis. Given the increasing recognition of polygenic PIDs/IEIs, there should be a separate category for these disorders in the IUIS PID classification system.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>RA: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. EL: Writing &#x2013; review &amp; editing. HL: Writing &#x2013; review &amp; editing. KL: Writing &#x2013; review &amp; editing. S-TW: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, and/or publication of this article.</p>
</sec>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s8" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript apart from the diagram depicting chromosome 2 in <xref ref-type="fig" rid="f1">
<bold>Figure 1</bold>
</xref>.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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