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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.2025.1594636</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>Dual variants of uncertain significance in a case of hyper-IgM syndrome: implications for diagnosis and management</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Agrebi</surname>
<given-names>Nourhen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Mackeh</surname>
<given-names>Rafah</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Alsabbagh</surname>
<given-names>Mohamed</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Elmi</surname>
<given-names>Asha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Al-Marri</surname>
<given-names>Amnah A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hubrack</surname>
<given-names>Satanay Z.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1138346/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Purayil</surname>
<given-names>Saleema C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/724062/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Karim</surname>
<given-names>Mohammed Yousuf</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hassan</surname>
<given-names>Amel</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lo</surname>
<given-names>Bernice</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Translational Medicine Department, Research Department, Sidra Medicine</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Allergy &amp; Immunology Division, Department of Medicine, Hamad Medical Corporation</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Hematology, Immunology and Transfusion Division, Sidra Medicine</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Medicine, Qatar University</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Pediatric Allergy and Immunology Department, Sidra Medicine</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>College of Health and Life Sciences, Hamad Bin Khalifa University</institution>, <addr-line>Doha</addr-line>, <country>Qatar</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Samuel Cern Cher Chiang, Cincinnati Children&#x2019;s Hospital Medical Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Krzysztof Piotr Michalak, Adam Mickiewicz University, Poland</p>
<p>Gabriel Emmanuel Arce-Estrada, Instituto Nacional de Pediatria, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Amel Hassan, <email xlink:href="mailto:amel.h@qu.edu.qa">amel.h@qu.edu.qa</email>; Bernice Lo, <email xlink:href="mailto:blo@sidra.org">blo@sidra.org</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1594636</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Agrebi, Mackeh, Alsabbagh, Elmi, Al-Marri, Hubrack, Purayil, Karim, Hassan and Lo</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Agrebi, Mackeh, Alsabbagh, Elmi, Al-Marri, Hubrack, Purayil, Karim, Hassan and Lo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Hyper-IgM syndrome (HIGM) is a genetic immunodeficiency characterized by elevated to normal IgM levels and decreased IgG, IgA, and IgE. The overlapping clinical presentations of different gene mutations complicate diagnosis and management.</p>
</sec>
<sec>
<title>Objective</title>
<p>This study aims to elucidate the clinical implications of concurrent <italic>AICDA</italic> and <italic>IKBKB</italic> homozygous variants in a pediatric patient diagnosed with hyper-IgM syndrome.</p>
</sec>
<sec>
<title>Methods</title>
<p>We present immunological and genetic analysis of a Tunisian patient with two homozygous variants of uncertain significance (VUSs) in the <italic>IKBKB</italic> and <italic>AICDA</italic> genes, suspected of causing hyper-IgM and immune deficiency. We conducted functional tests to ascertain the pathogenicity of <italic>IKBKB</italic> and <italic>AICDA</italic> mutations and to provide a definitive diagnosis and appropriate management.</p>
</sec>
<sec>
<title>Results</title>
<p>Genetic analysis identified two homozygous variants: <italic>AICDA</italic> (p.W80S) and <italic>IKBKB</italic> (p.R77Q). Immunophenotyping and functional studies found greatly reduced class-switched memory B cells and somatic hypermutations but normal T cell responses and NFkB activation.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The simultaneous presence of multiple homozygous VUSs emphasizes a major challenge in the genetic diagnosis of highly consanguinous patients. Functional workup as well as familial segregation studies are needed to clarify variant pathogenicity and provide a definitive diagnosis and tailored treatment strategies for these patients. Our studies suggest that the <italic>AICDA</italic> p.W80S variant is pathogenic, while the <italic>IKBKB</italic> p.R77Q variant is likely benign.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>AICDA</italic>
</kwd>
<kwd>diagnosis strategies</kwd>
<kwd>hyper-IgM syndrome</kwd>
<kwd>
<italic>IKBKB</italic>
</kwd>
<kwd>VUS</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="13"/>
<word-count count="5674"/>
</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">
<label>1</label>
<title>Introduction</title>
<p>Hyper-IgM syndrome is a rare genetic disorder resulting from B and, in some cases, T cell defects (<xref ref-type="bibr" rid="B1">1</xref>). Mutations in the activation-induced cytidine deaminase (<italic>AICDA)</italic> gene lead to autosomal recessive hyper-IgM syndrome type 2 (HIGM2) due to AID deficiency (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). AID plays a crucial role in immunoglobulin class switch recombination (CSR) and somatic hypermutation (SHM) (<xref ref-type="bibr" rid="B2">2</xref>). Affected patients often present with recurrent bacterial infections, inflammation, gastrointestinal (GI) infections, lymphoid hyperplasia, and, in some cases, autoimmune cytopenias. However, they typically do not develop opportunistic infections and respond well to human immunoglobulin replacement therapy (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Patients with AID deficiency have normal or elevated levels of IgM with low levels of IgG, IgA, and IgE, along with an intact T-cell immunity (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). However, some patients with an increase in IgM and a decrease in other immunoglobulins have been reported with defects in NF-&#x3ba;B pathway components (such as NEMO and IKK&#x3b2;) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). For example, Nielsen and colleagues reported a patient with features resembling hyper-IgM but was discovered to have IKK&#x3b2; deficiency. This report illustrated how it can be challenging to distinguish between these disorders when diagnosing patients due to overlapping clinical presentations (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>The IKK&#x3b2; subunit is one of the two catalytic subunits of the IKK complex, which plays a central role in the NF-&#x3ba;B signaling pathway (<xref ref-type="bibr" rid="B8">8</xref>). The IKK&#x3b2; subunit is responsible for phosphorylating the I&#x3ba;B proteins, leading to their degradation and the release of NF-&#x3ba;B for transcriptional activation (<xref ref-type="bibr" rid="B9">9</xref>). Inhibition or deficiency of the IKK&#x3b2; subunit in the NF-&#x3ba;B signaling pathway leads to impaired I&#x3ba;B&#x3b1; phosphorylation and the subsequent inhibition of NF-&#x3ba;B activation (<xref ref-type="bibr" rid="B10">10</xref>). Patients with IKK&#x3b2; deficiency do not respond sufficiently to treatment involving prophylactic antibiotic therapy or human immunoglobulin replacement. They generally require urgent hematopoietic stem cell transplantation (<xref ref-type="bibr" rid="B11">11</xref>). It is therefore important to carefully evaluate whether a patient has IKK&#x3b2; deficiency versus other Inborn Errors of Immunity (IEI).</p>
<p>Herein, we describe a patient of consanguineous parents suspected of having hyper-IgM syndrome. Clinical genetic testing identified homozygous variants of uncertain significance (VUS) in two separate genes, in which pathogenic mutations cause two different IEIs (AID deficiency and IKK&#x3b2; deficiency). This case led to further evaluation of the patient&#x2019;s immune phenotype and the functional consequences of each variant to determine which variant might underlie the clinical presentation. Overall the study highlights the importance of functional studies in clarifying the pathogenicity of variants in IEI genes.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Human subjects</title>
<p>This study was approved by the Sidra Medicine ethics committee (IRB protocol 1601002512). Informed consent was obtained from all individual participants included in the study and/or their parents.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Activation of T cells with anti-CD3 and anti-CD28 antibodies</title>
<p>Peripheral blood mononuclear cells (PBMCs) were purified by Ficoll density gradient centrifugation. PBMCs were stimulated with 1 &#x3bc;g/mL of anti-CD3 and anti-CD28 antibodies. The cells were cultured 3 days in complete RPMI-1640 medium with 10% FBS at 37&#xb0;C with 5% CO<sub>2</sub>. Then the cells were cultured with 100 U/mL hIL-2 in fresh media, and fresh hIL-2-containing medium was supplemented every 2 days.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Establishment of EBV-transformed lymphoblasts cell culture</title>
<p>PBMCs of 1-2 million in 1 ml of RPMI 1640 medium with 20% FBS were cultured with cyclosporin A and B95-8 culture supernatant. Every following week, complete RPMI 1640 media with 20% FBS was added. After 3-5 weeks, once lymphoblast proliferation was established, the media was replaced with complete RPMI 1640 media with 10% FBS every two days for continued expansion of the cells or cryopreserved for subsequent culture and expansion.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>DNA sequencing</title>
<p>Genomic DNA from blood of the patient was submitted to Invitae and sequenced using their Primary Immunodeficiency Panel, which included 207 genes at the time of analysis. The Invitae diagnostic testing results only found two variants as homozygous. The other VUS were heterozygous and not relevant to the disease phenotype. Familial segregation analysis was conducted by Sanger sequencing of these two homozygous variants. The following primers were used (<italic>IKBKB</italic>-F 5&#x2019;-gggctctgtcttcctctgtt-3&#x2019;, <italic>IKBKB</italic>-R 5&#x2019;-gatctgagaggcaaagcagc-3&#x2019;; <italic>AICDA</italic>-F 5&#x2019;-ccagagccgcaataaaagtc-3&#x2019;, <italic>AICDA</italic>-R 5&#x2019;-gccttgtctctgagccattc-3&#x2019;). <italic>IKBKB</italic> and <italic>AICDA</italic> PCRs were carried out using Taq PCR Master Mix Kit (Qiagen) on genomic DNA obtained from activated T cells and EBV-transformed lymphoblasts, respectively.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Isotype-switched memory B cells and numbers of CD45RO-positive memory T cells</title>
<p>PBMCs were stained in 1X PBS 0.3% BSA with appropriate antibodies for analysis of isotype-switched memory B cells (APC-CY7 anti-CD19, PE-Cy7 anti-CD27, FITC anti-IgM, PE anti-IgD) and CD45RO-BV605-positive memory T cells (FITC anti-CD3, APC anti-CD4, APC-CY7 anti-CD8). Flow cytometry data were acquired on the NovoCyte (ACEA Biosciences) and analyzed with FlowJo version 10.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Regulatory T cells levels</title>
<p>Cells were stained with surface marker antibodies (PE anti-CD25, FITC anti-CD3, and AF647 anti-CD127) for 45 minutes on ice. The cells were then washed, fixed/permeabilized using the eBioscience FoxP3 Transcription Factor Staining Buffer kit (ThermoFisher Scientific) and incubated overnight with V450 anti-CD4 and PE-Cy7 anti-FoxP3 (eBioscience) antibodies. Data were analyzed by FlowJo software version 10.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>T cell proliferation</title>
<p>PBMCs were incubated with 1 &#xb5;M of CFSE, washed, and then cultured with beads conjugated to a combination of anti-CD28, -CD3, and -CD2 antibodies (T cell activation/expansion kit, Miltenyi Biotec) for 3 to 5 days. On days 3 and 5, cells underwent staining using Viability dye (LIVE/DEAD&#x2122; Fixable Near-IR Dead Cell Stain Kit, ThermoFisher), V450 anti-CD4- and BV605 anti-CD8 (BD Biosciences) antibodies and analyzed on the flow cytometer.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Cytokines</title>
<p>Activated T cells were expanded in 100U/mL IL-2 and restimulated using 20 nM phorbol 12-myristate 13-acetate (PMA) and 1 mM ionomycin (Sigma-Aldrich) for 5 hours at 37&#xb0;C. After the first hour of stimulation, Brefeldin-A (Invitrogen) was added to block cytokine secretion. After 5-hour stimulation, cells were washed and surface Fc receptors (Biolegend) were blocked for 15 min at 4&#xb0;C. Cells were stained with APC-Cy7 anti-CD8, then fixed with BD Cytofix/Cytoperm (BD Bioscience) and stained with AF488 anti-CD4, PE anti-IFN&#x3b3;, BV650 anti-TNF&#x3b1;, and APC anti-IL-2 (eBioscience).</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Western blot</title>
<p>For AID protein expression, 2x10<sup>6</sup> EBV-transformed lymphoblasts were harvested, lysed in hot 1% SDS lysis buffer and sonicated. For I&#x3ba;B&#x3b1; and IKK&#x3b2; protein analysis, 1x10<sup>6</sup> activated T cells were lysed. Both lysates were subjected to SDS-PAGE using NuPAGE 4&#x2013;12% Bis-Tris Gels (Invitrogen). Primary antibodies used included AID monoclonal antibody (#4949S, Cell Signaling Technology), recombinant Anti-IKK beta antibody (ab124957, Abcam), recombinant Anti-I&#x3ba;B&#x3b1; antibody (#4814, Cell Signaling Technology) and Anti-&#x3b2;-Actin Rabbit Polyclonal Antibody (HRP) (VWR).</p>
<p>For the analysis of NF&#x3ba;B pathway proteins, anti-CD3/CD28 activated T cells of the patient, their two siblings, and two healthy unrelated controls (HDs) were expanded in the presence of IL-2 for at least 8 days in Advanced RPMI medium (ThermoFisher #12633012) supplemented with fetal bovine serum L-glutamine, streptomycin, and penicillin. 5x10<sup>5</sup> cells of each sample were stimulated with 20 ng/mL TNF&#x3b1; (Peprotech #300-01A) for the indicated times, after which the cells were washed twice with ice cold phosphate buffered saline. The samples were lysed in boiling lysis buffer containing 1% SDS 0.1 M Tris-HCl (pH 8.0) and then sonicated. The samples were resolved on 10% polyacrylamide gels at 140 V and transferred onto a PVDF membrane at 110 V for 1 hour on ice. The membrane was blocked with 5% milk in TBST and incubated with anti-phospho-p65 (Cell Signaling #3033) and anti-I&#x3ba;B&#x3b1; antibodies (Cell Signaling #4814) in 3% BSA TBST at 4&#xb0;C overnight and then with goat anti-mouse (ThermoFisher #A-31553) and anti-rabbit (ThermoFisher #G-21234) peroxidase-conjugated secondary antibody (SeraCare #5220-0341) for 1 hour at room temperature. The membrane was treated with Pierce ECL Western Blotting Substrate (ThermoFisher #32106) and developed using ChemiDoc MP Imaging System (Bio-Rad).</p>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>TOPO TA cloning and sequencing of V3-23-C&#x3bc; transcripts</title>
<p>Total RNA was extracted from EBV-transformed lymphoblasts generated from the patient, her siblings, and unrelated healthy donors (HDs), including age-matched control. cDNA synthesis was performed as previously described (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B12">12</xref>) with a C&#x3bc; A (5&#x2032;-GAGGCAGCTCAGCAATC-3&#x2032;) primer. PCR was performed with the following primers: V3-23 leader exon (5&#x2032;-GGCTGAGCTGGCTTTTTCTTGTGG-3&#x2032;) and C&#x3bc; B (5&#x2032;-TCACAGGAGACGAGGGGGAA-3&#x2032;) (<xref ref-type="bibr" rid="B2">2</xref>) (95&#xb0;C, 5 min; 35 cycles *(94&#xb0;C, 30sec; 68&#xb0;C, 30sec; 72&#xb0;C 45 sec); 72&#xb0;C, 20 min). PCR products were cloned using the TOPO TA cloning kit (Invitrogen) and V3-23 positive colonies were sequenced. Following manual quality verification of the sequencing chromatograms using UGENE software to confirm single peaks and minimal read length of 292 bp, IgH sequences were aligned to germline sequence (NG_001019.6) and analyzed by Igblast using the default settings to calculate sequence similarity (<xref ref-type="bibr" rid="B13">13</xref>). Mutational Frequency was calculated as = 100 - (the number of mutations were divided by the number of nucleotides in the V3-23 region).</p>
</sec>
<sec id="s2_11">
<label>2.11</label>
<title>Statistical analysis</title>
<p>The statistical analysis was conducted using GraphPad Prism 9 with Mann-Whitney test.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Clinical and laboratory findings</title>
<p>The present case is a Tunisian patient from consanguineous parents. She was seen aged 9 months in the emergency department with an episode of oral thrush and upper respiratory tract infection, but not admitted to hospital. She was first admitted to the pediatric ward, aged 2 years, with a history of fever, cough and shortness of breath. She was found to have bilateral pneumonia on chest X-ray. She deteriorated clinically and radiologically, and developed hypoxia with respiratory distress despite antibiotic treatment. She was admitted to the Pediatric Intensive Care Unit, treated with oxygen therapy, but did not need ventilation. She also had abdominal pain, constipation, and mild hepatomegaly was reported on ultrasound scan. She was found to have microcytic anemia, and noted to have failure to thrive - her weight was on the 3<sup>rd</sup> centile. Her microbiology was positive for respiratory syncytial virus, cytomegalovirus (CMV), and serology was IgM+ for herpes simplex virus. Extensive clinical laboratory evaluation revealed marked hypogammaglobulinemia with elevated IgM levels, high CRP, and high vitamin B12. Cellular immunological investigation was performed, and the percentage of T, B and NK cells were within age-adjusted ranges, while memory CD45RO+ cells were elevated for age (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). She was within normal limits for lymphocyte proliferative responses to PHA, pokeweed and concanavalin A mitogens.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Patient characteristics.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Detail</th>
<th valign="top" align="left">Value (unit)</th>
<th valign="top" align="left">Normal range</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">WBC</td>
<td valign="top" align="left">18.214 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">5.0-15.0</td>
</tr>
<tr>
<td valign="top" align="left">RBC</td>
<td valign="top" align="left">3.5 x10<sup>6</sup>/mcL</td>
<td valign="top" align="left">4.0-5.2</td>
</tr>
<tr>
<td valign="top" align="left">Hgb</td>
<td valign="top" align="left">7.0 gm/dL</td>
<td valign="top" align="left">11.0-14.0</td>
</tr>
<tr>
<td valign="top" align="left">Hct</td>
<td valign="top" align="left">21.10%</td>
<td valign="top" align="left">34.0-40.0</td>
</tr>
<tr>
<td valign="top" align="left">MCV</td>
<td valign="top" align="left">59.6 fL</td>
<td valign="top" align="left">75.0-87.0</td>
</tr>
<tr>
<td valign="top" align="left">MCH</td>
<td valign="top" align="left">19.8 pg</td>
<td valign="top" align="left">24.0-30.0</td>
</tr>
<tr>
<td valign="top" align="left">MCHC</td>
<td valign="top" align="left">33.2 gm/dL</td>
<td valign="top" align="left">31.0-37.0</td>
</tr>
<tr>
<td valign="top" align="left">RDW-CV</td>
<td valign="top" align="left">18.20%</td>
<td valign="top" align="left">11.6-14.5</td>
</tr>
<tr>
<td valign="top" align="left">Platelet</td>
<td valign="top" align="left">465 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">200-490</td>
</tr>
<tr>
<td valign="top" align="left">MPV</td>
<td valign="top" align="left">9.7 fL</td>
<td valign="top" align="left">7.4-10.4</td>
</tr>
<tr>
<td valign="top" align="left">PDW</td>
<td valign="top" align="left">10.1 fL</td>
<td valign="top" align="left">9.4-10.6</td>
</tr>
<tr>
<td valign="top" align="left">ANC</td>
<td valign="top" align="left">14.3 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">1.5-8.0</td>
</tr>
<tr>
<td valign="top" align="left">Lymphocyte</td>
<td valign="top" align="left">2.6 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">6.0-9.0</td>
</tr>
<tr>
<td valign="top" align="left">Monocyte</td>
<td valign="top" align="left">0.8 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">0.2-1.0</td>
</tr>
<tr>
<td valign="top" align="left">Eosinophil</td>
<td valign="top" align="left">0.0 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">0.1-1.0</td>
</tr>
<tr>
<td valign="top" align="left">Basophil</td>
<td valign="top" align="left">0.08 x10<sup>3</sup>/mcL</td>
<td valign="top" align="left">0.02-0.10</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil %</td>
<td valign="top" align="left">80.50%</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Lymphocyte %</td>
<td valign="top" align="left">14.70%</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Monocyte %</td>
<td valign="top" align="left">4.20%</td>
<td valign="top" align="left">
</td>
</tr>
<tr>
<td valign="top" align="left">CD3</td>
<td valign="top" align="left">64.40 %</td>
<td valign="top" align="left">43.00-76.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3 Absolute Count</td>
<td valign="top" align="left">2,698.00 cells/mcL</td>
<td valign="top" align="left">900.00-4,500.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3+/CD4+ %</td>
<td valign="top" align="left">27.50%</td>
<td valign="top" align="left">23.00-48.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3+/CD4+ Absolute Count</td>
<td valign="top" align="left">1,153.00 cells/mcL</td>
<td valign="top" align="left">500.00-2,400.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3+/CD8+ %</td>
<td valign="top" align="left">34.00%</td>
<td valign="top" align="left">14.00-33.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3+/CD8+ Absolute Count</td>
<td valign="top" align="left">1,426.00 cells/mcL</td>
<td valign="top" align="left">300.00-1,600.00</td>
</tr>
<tr>
<td valign="top" align="left">CD19</td>
<td valign="top" align="left">26.60%</td>
<td valign="top" align="left">14.00-44.00</td>
</tr>
<tr>
<td valign="top" align="left">CD19 Absolute Count</td>
<td valign="top" align="left">1,117.00 cells/mcL</td>
<td valign="top" align="left">200.00-2,100.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3-/CD16+/CD56+ %</td>
<td valign="top" align="left">6.40%</td>
<td valign="top" align="left">4.00-23.00</td>
</tr>
<tr>
<td valign="top" align="left">CD3-/CD16+/CD56+ Absolute Count</td>
<td valign="top" align="left">266.00 cells/mcL</td>
<td valign="top" align="left">100.00-1,000.00</td>
</tr>
<tr>
<td valign="top" align="left">CD4:CD8 Ratio</td>
<td valign="top" align="left">0.81%</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">CD45RA</td>
<td valign="top" align="left">50.40%</td>
<td valign="top" align="left">53.00-86.00</td>
</tr>
<tr>
<td valign="top" align="left">CD45RO</td>
<td valign="top" align="left">40.20%</td>
<td valign="top" align="left">9.00-26.00</td>
</tr>
<tr>
<td valign="top" align="left">IgG</td>
<td valign="top" align="left">&lt;0.40 gm/L</td>
<td valign="top" align="left">4.51-12.02</td>
</tr>
<tr>
<td valign="top" align="left">IgA</td>
<td valign="top" align="left">&lt;0.05 gm/L</td>
<td valign="top" align="left">0.15-1.11</td>
</tr>
<tr>
<td valign="top" align="left">IgM</td>
<td valign="top" align="left">&gt;6.50 gm/L</td>
<td valign="top" align="left">0.35-1.84</td>
</tr>
<tr>
<td valign="top" align="left">IgG Sub 1</td>
<td valign="top" align="left">95.9 mg/dL</td>
<td valign="top" align="left">265.0-938.0</td>
</tr>
<tr>
<td valign="top" align="left">IgG Sub 2</td>
<td valign="top" align="left">8.7 mg/dL</td>
<td valign="top" align="left">28.0-216.0</td>
</tr>
<tr>
<td valign="top" align="left">IgG Sub 3</td>
<td valign="top" align="left">0.2 mg/dL</td>
<td valign="top" align="left">8.7-86.4</td>
</tr>
<tr>
<td valign="top" align="left">IgG Sub 4</td>
<td valign="top" align="left">0.3 mg/dL</td>
<td valign="top" align="left">0.9-74.2</td>
</tr>
<tr>
<td valign="top" align="left">LPA-PHA</td>
<td valign="top" align="left">Normal</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">LPA-ConA</td>
<td valign="top" align="left">Normal</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">LPA-Pok</td>
<td valign="top" align="left">Normal</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">Iron</td>
<td valign="top" align="left">2 mmol/L</td>
<td valign="top" align="left">5-18</td>
</tr>
<tr>
<td valign="top" align="left">TIBC</td>
<td valign="top" align="left">40 mmol/L</td>
<td valign="top" align="left">45-80</td>
</tr>
<tr>
<td valign="top" align="left">Transferrin</td>
<td valign="top" align="left">1.6 gm/L</td>
<td valign="top" align="left">2.0-3.6</td>
</tr>
<tr>
<td valign="top" align="left">Fe% Saturation</td>
<td valign="top" align="left">5.00%</td>
<td valign="top" align="left">15-45</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>WBC, White Blood Cell Count; RBC, Red Blood Cell Count; Hgb, Hemoglobin; Hct, Hematocrit; MCV, Mean Corpuscular Volume; MCH, Mean Corpuscular Hemoglobin; MCHC, Mean Corpuscular Hemoglobin Concentration; RDW-CV, Red Cell Distribution Width - Coefficient of Variation; MPV, Mean Platelet Volume; PDW, Platelet Distribution Width; ANC, Absolute Neutrophil Count; LPA-PHA, Lymphocyte Proliferation Aassay with PhytoHemAgglutinin; LPA-ConA, Lymphocyte Proliferation Assay with Concanavalin A; LPA-Pok, Lymphocyte Proliferation Assay with Pokeweed mitogen; TIBC, Total Iron Binding Capacity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Based on these results, monthly intravenous immunoglobulin (IVIG) replacement therapy was commenced. Although the initial hepatic ultrasound showed mild hepatomegaly, this was repeated during follow-up and was normal. Liver function tests were performed and showed no evidence of transaminitis or elevated bilirubin. CMV PCR was positive at low levels initially (526 IU/mL), and then subsequently became negative within 6 weeks. The anemia was microcytic, and predominantly due to iron deficiency based on ferritin, transferrin saturation, and blood film appearances. The hemoglobin improved with oral iron supplementation. The patient&#x2019;s overall condition improved with treatment, and she remains clinically stable under regular follow-up. She has not had any recurrent infections since commencement of IVIG, i.e. over 5 years of follow-up. She, her parents, and 2 sisters had an episode of COVID-19 infection in 2022. She receives trimethoprim/sulphamethoxazole prophylaxis twice daily, three times per week, and the family have been advised on the precautions against cryptosporidium infection.</p>
<p>The patient has dizygotic twin siblings, who are two years older and both currently in good health. One of them (Sibling-2) previously had poor weight gain and history of recurrent minor infections according to the mother. However, these infections did not require admission, and weight gain has improved with age.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Mutations detection</title>
<p>Due to the presence of marked hypogammaglobulinemia with elevated IgM, a genetic panel for primary immunodeficiencies was ordered to investigate a possible underlying inborn error of immunity. Clinical genetic testing using the Invitae PID panel identified two homozygous missense variants of uncertain significance (VUS) in two candidate genes: <italic>IKBKB</italic> c.230G&gt;A, p.R77Q and <italic>AICDA</italic> c.239G&gt;C, p.W80S. Familial segregation analysis by Sanger sequencing of the variants confirmed that the proband was homozygous for the <italic>IKBKB</italic> p.R77Q variant whereas both parents were heterozygous carriers, one sibling was homozygous for the reference allele, and the second sibling whose history included repeated infections and low weight gain was also homozygous for the p.R77Q variant. <italic>IKBKB</italic> encodes for IKK&#x3b2;, and this mutation, which is located in the kinase domain, changes the IKK&#x3b2; amino acid residue 77 from arginine, a basic and polar amino acid, to glutamine, a neutral and polar amino acid (p.Arg77Gln). According to the literature and population databases, this variant was novel at the time and has since been reported as a VUS in ClinVar.</p>
<p>Sanger sequencing also confirmed that the proband was homozygous for the <italic>AICDA</italic> p.W80S missense mutation, which changed an aromatic residue to a polar, non-charged residue. Both parents and siblings were heterozygous carriers. The mutation is in exon 3 and affects an amino acid within AID&#x2019;s catalytic domain known to impact both CSR and SHM.</p>
<p>Pedigree structures for both mutations are shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A, B</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Two homozygous VUSs were identified in a hyper-IgM patient with reduced class-switched memory B cells. <bold>(A</bold>,<bold>B),</bold> Family pedigree showing genotypes of the indicated variants (full shaded = homozygous; half-shaded = heterozygous). <bold>(C)</bold>, Multiple protein alignment demonstrating the degree of conservation of the residues AID p.W80 and IKKb p.R77 in several species. <bold>(D)</bold>, Predicted stability change (&#x394;&#x394;GStability) results of the genetic variants using DynaMut2. The AID p.W80R mutation was included as a disease control. <bold>(E)</bold>, Quantification of total memory B cell percentages comparing Patient, Siblings and Healthy donors (HDs) from two independent experiments. <bold>(F)</bold>, Representative flow plots showing percentages of non-switched and switched memory B cells within CD19<sup>+</sup>CD27<sup>+</sup> B cells. Right panel, Quantification of class-switched memory B cells from 2 independent experiments. Class-switched memory B cells within CD19+CD27+ B cells normal range for patient age is 21.9-98.6%.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1594636-g001.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>
<italic>In silico</italic> characterization of identified mutations</title>
<p>Both variants were classified as VUS, and several <italic>in silico</italic> variant effect prediction tools indicated that both variants might be deleterious. AID p.W80 and IKK&#x3b2; p.R77 residues were highly conserved between different species (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). For the AID p.W80S variant, CADD score was 29.9, PolyPhen-2 score was 1.00 (probably damaging), SIFT score was 0.005 (damaging), MutationTaster predicted disease causing, and PrimateAI score was 0.9045 (damaging). For the IKK&#x3b2; p.R77Q variant, CADD score was 25.4, PolyPhen score was 0.951 (possibly damaging), SIFT score was 0.336 (tolerated), MutationTaster predicted disease causing, and PrimateAI score was 0.5646 (damaging).</p>
<p>When comparing the wild-type proteins of AID and IKK&#x3b2; to their mutant forms, structure-based prediction of the variants&#x2019; effect on protein stability using DYNAMUT2 revealed a folding free energy change for both structures (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). Interestingly, we observed that AID p.W80S exhibits higher impact on the stability than the previously reported AID p.W80R mutation (<xref ref-type="bibr" rid="B14">14</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Class-switched memory B cells</title>
<p>A flow cytometric assessment of peripheral blood lymphocytes revealed normal percentage of total CD27<sup>+</sup>CD19<sup>+</sup> memory B cells but a reduction of class-switched CD27<sup>+</sup>IgM<sup>-</sup>IgD<sup>-</sup> memory B cells compared to healthy donors (HDs) and siblings (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1E, F</bold>
</xref>).</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Functional characterization of the IKK&#x3b2; R77Q substitution</title>
<p>To investigate potential links between the R77Q IKK&#x3b2; variant and a biological defect, we assessed Treg and memory T cell levels and function. We found a similar level of CD4<sup>+</sup>CD25<sup>+</sup>FOXP3<sup>+</sup> Tregs in the patient compared to HDs (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). We also observed no difference in frequency of CD45RO<sup>+</sup> memory T cells between the proband and the siblings (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Evaluation of T cell cytokine production revealed a normal secretion of IL-2, TNF&#x3b1; and IFN&#x3b3; (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Immunophenotyping of T cells and assessment of IKKb expression. <bold>(A)</bold>, Representative dot plots gated on CD3<sup>+</sup>CD4<sup>+</sup> cells, illustrating the percentage of Tregs co-expressing CD25 and FoxP3. <bold>(B)</bold>, Comparison of CD45RO+ frequency in CD4+ and in CD8+ T cells in patient and siblings. <bold>(C)</bold>, Representative histogram of flow cytometry showing normal cytokine production comparing the patient, siblings and two healthy donors (HDs).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1594636-g002.tif"/>
</fig>
<p>We assessed the IKK&#x3b2; and I&#x3ba;B&#x3b1; protein levels in PBMCs and activated T cell blasts to help rule out a potential hypermorphic impact of the p.R77Q variant, although it would be unlikely due to the recessive mode of inheritance. The immunoblot analysis of PBMCs revealed that our patient had a slightly decreased IKK&#x3b2; expression and normal I&#x3ba;B&#x3b1; levels compared to controls (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). IKK&#x3b2; and I&#x3ba;B&#x3b1; expression, however, was comparable to that of HDs in activated T cell blasts (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). If there was a gain-of-function, we would expect a decrease in I&#x3ba;B&#x3b1; levels due to increased phosphorylation and degradation.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Functional characterizations of <italic>IKBKB</italic> p.R77Q variant. <bold>(A)</bold>, Western blot analysis of PBMCs from the patient showing a lower level of the IKK&#x3b2; protein (left panel). Protein levels of IkB&#x3b1; were normal as compared with control PBMCs. Right panel, Western blot analysis of activated T cells cultured for 6 days in the presence of IL-2 demonstrating normal levels of the IKK&#x3b2; and IkB&#x3b1; proteins. Equal amounts of total protein derived from the lysed cells were loaded. <bold>(B)</bold>, Levels of p65 phosphorylation and IkB&#x3b1; degradation at different time points (0-30min) post-TNFa stimulation. Left blots are representative of 3 independent experiments, and right blots are representative of 2 independent experiments. <bold>(C)</bold>, Representative CFSE cell proliferation profiles for T cells are shown for days 3 and 5 as indicated for CD4 and CD8 T cells. Numbers above gate indicate the percent of cells divided in response to activation with anti-CD2, CD3, and CD28 beads. Data are representative of 4 independent experiments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1594636-g003.tif"/>
</fig>
<p>We additionally evaluated IKK&#x3b2; activity by assessing I&#x3ba;B&#x3b1; degradation and p65 phosphorylation after NFkB pathway activation with TNFa. Both phospho-p65 and I&#x3ba;B&#x3b1; levels in patient activated T cells were comparable to that of the HDs following stimulation with TNF&#x3b1;. (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). Thus, the data does not support a possible hypermorphic nor hypomorphic function of the variant.</p>
<p>To further evaluate T cell function, we assessed the proliferative response of T cells to anti-CD2/CD3/CD28 beads after 3 or 5 days of culture. Our findings showed that patient and sibling-2 cells&#x2019; proliferative responses were comparable to HDs (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Functional characterization of the AID W80S substitution</title>
<p>We examined the levels of the AID protein in the EBV-transformed human B-cell lines of sibling-1, sibling-2, patient, and HDs to confirm the <italic>in silico</italic> predicted destabilizing effect of the W80S AID mutation. The findings showed that the patient cells displayed much lower AID expression than did controls and the heterozygous siblings&#x2019; cells (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Transcript levels of <italic>AICDA</italic> were not reduced in the patient compared to controls (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>AID expression and analysis of somatic hypermutation. <bold>(A)</bold>, Western blot analysis for AID in EBV-transformed lymphoblasts from healthy donors (HDs), patient, and siblings (S-1 and S-2). <bold>(B)</bold>, Mutational frequency of the variable region of the IgM heavy chain of EBV lymphoblasts in different healthy donors (HDs) (32 clones from n=5 different controls), sibling-1 (23 clones), sibling-2 (15 clones) and patient (19 clones); each symbol represents one clone. Horizontal bars represent mean &#xb1; SD values of mutational frequency, Statistical analysis was performed using the Mann-Whitney U test; ****p&lt;0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-16-1594636-g004.tif"/>
</fig>
<p>Therefore, we evaluated the functional impact of the W80S AID variant on SHM by comparing the mutational frequency within the variable region of the immunoglobulin heavy chain amplified from EBV-transformed B-cell lines from patient, siblings, and HDs. We found a near complete loss of SHM (0.10% &#xb1; 0.1915%) from the patient (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>ACMG classification</title>
<p>Variant classification was performed using the American College of Medical Genetics and Genomics (ACMG) and the Association for Molecular Pathology (AMP) guidelines 2015 (<xref ref-type="bibr" rid="B15">15</xref>), and criteria were applied based on genetic, functional, and clinical data. These ACMG/AMP standards provide a systematic framework for interpreting sequence variants using defined criteria, which help determine the clinical significance of genetic alterations. For the IKK&#x3b2; p.R77Q variant, careful review of the clinical history of the homozygous sibling found that she is currently healthy, which is inconsistent with the known fully penetrant phenotype of IKK&#x3b2; deficiency, and meets the BS2 criterion. The normal NF-&#x3ba;B functional results were in favor of the BS3 criterion, resulting in classification to likely Benign/Benign. In contrast, classification of the AID p.W80S variant included moderate evidence from domain localization (PM1), functional impairment (PS3), and a strong phenotype match (PP4), leading to a classification of likely pathogenic/pathogenic (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>ACMG classification of <italic>AICDA</italic> and <italic>IKBKB</italic> variants.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Criterion</th>
<th valign="top" align="left">
<italic>AICDA</italic> p.W80S</th>
<th valign="top" align="left">
<italic>IKBKB</italic> p.R77Q</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Population frequency (PM2)</td>
<td valign="middle" align="left">Absent in gnomAD (PM2, moderate)</td>
<td valign="middle" align="left">Absent in gnomAD (PM2, moderate)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>In silico</italic> prediction (PP3)</td>
<td valign="middle" align="left">Predicted damaging by CADD, PolyPhen-2, SIFT, MutationTaster, PrimateAI (PP3, supporting)</td>
<td valign="middle" align="left">Conflicting predictions (PP3, partial supporting)</td>
</tr>
<tr>
<td valign="middle" align="left">Located in critical domain (PM1)</td>
<td valign="middle" align="left">In catalytic domain; known hotspot (PM1, moderate)</td>
<td valign="middle" align="left">Outside kinase domain, no known hotspot (PM1 not applicable)</td>
</tr>
<tr>
<td valign="middle" align="left">Functional evidence (PS3)</td>
<td valign="middle" align="left">Reduced AID protein, defective SHM &amp; CSR (PS3, strong)</td>
<td valign="middle" align="left">Normal NF-&#x3ba;B activation (BS3)</td>
</tr>
<tr>
<td valign="middle" align="left">Segregation/Inheritance (PM3/PP1)</td>
<td valign="middle" align="left">Consistent with Autosomal Recessive (AR) pattern; both parents are carriers (PM3, moderate)</td>
<td valign="middle" align="left">Inconsistent with expected fully penetrant IKK&#x3b2; deficiency, currently healthy homozygous sibling is carrier (BS2)</td>
</tr>
<tr>
<td valign="middle" align="left">Clinical phenotype match (PP4)</td>
<td valign="middle" align="left">Clinical HIGM phenotype matches (PP4, supporting)</td>
<td valign="middle" align="left">Phenotype partially fits but not classic IKK&#x3b2; deficiency (PP4 not applicable)</td>
</tr>
<tr>
<td valign="middle" align="left">Final Classification</td>
<td valign="middle" align="left">Likely Pathogenic to Pathogenic</td>
<td valign="middle" align="left">Likely Benign to Benign</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ACMG, American College of Medical Genetics and Genomics; PM1, Pathogenic Moderate 1: The variant is found in a region of the gene known to be functionally important or frequently affected by disease-causing changes; PM2, Pathogenic Moderate 2: It is either completely absent or extremely rare in large population databases like gnomAD; PP1, Pathogenic supporting 1: The variant is inherited along with the disease in multiple affected members of the same family; PP3, Pathogenic supporting 3: Several bioinformatics tools predict that this change likely has a damaging effect; PP4, Pathogenic supporting 4: The patient&#x2019;s symptoms or family history closely match specific monogenic disease; PS3, Pathogenic Strong 3: Laboratory experiments (functional studies) have shown that the variant has a negative impact on the gene function or its protein; BS2, Benign Strong 2: Found homozygous/hemizygous in healthy adults for recessive disorder or heterozygous for dominant disorder (<xref ref-type="bibr" rid="B15">15</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Overlapping symptoms and biomarkers in well-known IEI is an emerging diagnostic and therapeutic challenge, which is further complicated by the identification of VUS, especially multiple VUS, during clinical genetic testing. In this article, we provide a comprehensive immunological and genetic study of a patient with two homozygous VUSs in the <italic>IKBKB</italic> and <italic>AICDA</italic> genes suspected to be responsible for the hyper-IgM and immune deficiency observed in a Tunisian patient treated at Sidra Medicine in Qatar.</p>
<p>To date only 7 nonsense (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>), 8 missense (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>), and 2 duplication (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B30">30</xref>) <italic>IKBKB</italic> mutations have been described. IKK&#x3b2; deficient patients presented with life-threatening bacterial and viral infections, oral candidiasis, and failure to thrive (<xref ref-type="bibr" rid="B30">30</xref>). In addition to the episode of acute severe respiratory infection aged 2 years, our patient had an episode of oral thrush during infancy. Clinically, the patient also was found to have iron deficiency anemia and failure to thrive. Although opportunistic infections have been described in IKK&#x3b2; deficient patients, it is unusual for AID deficiency (<xref ref-type="bibr" rid="B31">31</xref>). Thus, we considered IKK&#x3b2; R77Q as a potential candidate along with the AID W80S variant, especially since sibling-2, who was also homozygous for the <italic>IKBKB</italic> variant, had a prior history of recurrent infections. Since IKK&#x3b2; and AID deficiency are associated with different disease prognoses and therapeutic strategies, it was important to distinguish which disease, if not both, did the patient have. Multiple <italic>in silico</italic> tools indicated that the variants could potentially be deleterious and might impact the structure folding free energy. Both variants affected residues that were highly conserved between various species. <italic>In silico</italic> tools alone were insufficient to guide diagnosis, thus functional studies were performed.</p>
<p>The proband was found to exhibit a significant deficiency of class-switched CD27<sup>+</sup>IgM<sup>-</sup>IgD<sup>-</sup> memory B cells and this is consistent with AID and IKK&#x3b2; deficiencies, as a reduction in switched memory B cells is a feature of both diseases (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B32">32</xref>). However, the normal level of total memory B cells is characteristic of AID deficiency but not IKK&#x3b2; deficiency. Since T cell defects and deficiency of Tregs are a hallmark of previously reported homozygous <italic>IKBKB</italic> mutations in patients with severe early-onset immune deficiency (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B30">30</xref>), we also examined T cell phenotype and function. Cardinez et&#xa0;al. (<xref ref-type="bibr" rid="B28">28</xref>) had previously reported that a hypermorphic variant of <italic>IKBKB</italic> had normal Treg and memory T cell subsets (<xref ref-type="bibr" rid="B28">28</xref>). In our patient, functional studies revealed no major impairments in T cell activation or proliferation, including comparable I&#x3ba;B&#x3b1; degradation and NF-&#x3ba;B p65 phosphorylation following stimulation. These results, together with normal IKK&#x3b2; and I&#x3ba;B&#x3b1; levels in activated T cell blasts, argue against a gain- or loss-of-function mechanism. Taken together, the findings indicate that the IKK&#x3b2; variant is unlikely to be disease-causative.</p>
<p>Of interest, AID deficiency is the most prevalent underlying molecular cause of immunoglobulin class-switch recombination defects in Tunisian individuals (68%) (<xref ref-type="bibr" rid="B33">33</xref>). The patient was diagnosed as having elevated IgM and decreased levels of the other immunoglobulin classes, which is indicative of a CSR defect (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). According to earlier research, both CSR and SHM may be abolished by mutations in AID&#x2019;s catalytic domain (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B34">34</xref>), suggesting that W80 might be a key residue for AID enzymatic activity. Structurally, AID is a 198-amino-acid protein with a conserved catalytic core containing a zinc-binding motif necessary for the deamination of cytosine to uracil in single-stranded DNA (<xref ref-type="bibr" rid="B35">35</xref>). The N-terminal region aids in targeting immunoglobulin gene loci, while the C-terminal domain is crucial for interactions with DNA repair proteins such as UNG and MSH2/MSH6, which are particularly important for CSR (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). The W80S mutation identified in our patient resides in exon 3, within the catalytic domain, a region with the highest degree of conservation (especially residue positions 75-87) and where the most damaging missense mutations per length have been reported (<xref ref-type="bibr" rid="B38">38</xref>). Tryptophan 80 is a conserved residue believed to contribute to structural stability and proper positioning of the catalytic site (<xref ref-type="bibr" rid="B39">39</xref>). Substitution with a polar residue like serine might disrupt the local hydrophobic environment, likely imparing AID activity. Our results indicate that the W80S mutation impairs both somatic hypermutation and class-switch recombination, resulting clinically in AID deficiency (<xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>In a cohort of HIGM patients described by Revy et&#xa0;al. in 2000, a mutation causing the amino acid substitution of tryptophan (W) to arginine (R) at the same position (residue 80) was identified in a Turkish family with AID deficiency (<xref ref-type="bibr" rid="B2">2</xref>). Interestingly, the W80S mutation resulted in a reduced level of AID protein in the patient&#x2019;s EBV-transformed lymphoblasts, in contrast to this previously reported p.W80R mutation, which exhibited a normal AID expression in transfected 293T cells (<xref ref-type="bibr" rid="B14">14</xref>). In fact, the <italic>in silico</italic> study of the &#x394;&#x394;G values for both mutations supported the hypothesis that the W80S mutation may be more disruptive than the W80R variant. Importantly, the patient (P16) with the W80R variant had low serum IgG and IgA concentrations (<xref ref-type="bibr" rid="B14">14</xref>), whereas the patient described here with the W80S variant had IgG and IgA levels that were undetectable, thus further indicating that the W80S variant may be more damaging than W80R.</p>
<p>The previously reported pathogenic H56Y and C87R AID missense mutations, neighboring the W80 residue, affect conserved residues in the AID&#x2019;s catalytic domain, yet they appear to differ in their biochemical and clinical consequences (<xref ref-type="bibr" rid="B41">41</xref>). A previous comprehensive structural analysis of AID mutations, was conducted by Mu et&#xa0;al. (<xref ref-type="bibr" rid="B41">41</xref>), in which the authors generated a structural model of AID using Apo3G-CD2 as a template and analyzed various mutations associated with Hyper-IgM syndrome type 2. They highlighted that residues such as H56 and C87 are involved in coordinating the zinc ion, which is crucial for AID&#x2019;s catalytic activity. Mutations at these sites were shown to be important for catalysis and potentially disruptive to the enzyme&#x2019;s function (<xref ref-type="bibr" rid="B41">41</xref>). The C87R mutation, located within the zinc-coordinating domain essential for AID&#x2019;s catalytic function, has been associated with a severe immunodeficiency phenotype and complete loss of class-switch recombination (<xref ref-type="bibr" rid="B42">42</xref>). In contrast to our case, p.C87R transfected in 293T cells express normal amount of AID protein (<xref ref-type="bibr" rid="B14">14</xref>). H56Y was markedly reduced by Western blot, suggesting that most likely H56Y impairs protein stability or expression (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B43">43</xref>).</p>
<p>Abolhassani et&#xa0;al. reported that 100% of missense mutations located in exon 3 of the <italic>AICDA</italic> gene led to fungal infections and susceptibility to cancer (<xref ref-type="bibr" rid="B38">38</xref>). These findings appear consistent with our patient&#x2019;s experience with fungal infection and further suggest the need to closely monitor the patient for the development of cancer.</p>
<p>Given the consanguineous background and the patient&#x2019;s Tunisian origin, the AID p.W80S variant could represent either an isolated mutation or a founder mutation. Although we did not perform haplotype analysis, the absence of this variant in large public databases such as gnomAD or in studies with Tunisian patients (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>), suggests that it is extremely rare or potentially specific to some families. Consanguinity rates in Tunisia remain high, contributing to the expression of rare autosomal recessive mutations (up to 30&#x2013;40%) (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Previous studies from Tunisian cohorts have highlighted the emergence of founder mutations in other immunodeficiencies, particularly in autosomal recessive forms of Hyper-IgM syndrome and other IEIs (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>). Future regional sequencing efforts could clarify whether the p.W80S mutation represents a founder or a novel unique variant in this population.</p>
<p>In summary, the patient&#x2019;s clinical, laboratory, and immunological phenotype was consistent with a defect in both CSR and SHM and with the diagnosis of hyper-IgM syndrome type 2. The patient is now symptomatically better and continues to receive monthly IVIG replacement therapy. She is still being closely monitored.</p>
<p>This study highlights the challenges inherent in diagnosing immune deficiencies. The overlapping symptoms presented by many of these disorders complicate diagnosis, and the identification of multiple VUSs adds another layer of complexity. <italic>In silico</italic> predictions can provide valuable insights, however, they are insufficient on their own to guide diagnosis. Functional studies are needed to clarify the pathogenicity of VUSs identified in clinical genetic testing, which is important in order to provide a definitive diagnosis for treatment guidance, especially in consanguineous patients who may have multiple homozygous rare VUSs.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Sidra Medicine ethics committee (IRB protocol 1601002512). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>NA: Methodology, Conceptualization, Validation, Investigation, Writing &#x2013; review &amp; editing, Data curation, Formal analysis, Writing &#x2013; original draft, Software, Visualization. RM: Methodology, Investigation, Visualization, Writing &#x2013; review &amp; editing. MA: Methodology, Visualization, Writing &#x2013; review &amp; editing. AE: Resources, Writing &#x2013; review &amp; editing, Data curation. AA: Methodology, Writing &#x2013; review &amp; editing, Investigation. SH:&#xa0;Methodology, Writing &#x2013; review &amp; editing. SP: Resources, Methodology, Writing &#x2013; review &amp; editing. MK: Data curation, Validation, Investigation, Resources, Writing &#x2013; review &amp; editing. AH: Investigation, Resources, Funding acquisition, Writing &#x2013; review &amp; editing, Conceptualization. BL: Data curation, Validation, Formal analysis, Methodology, Supervision, Conceptualization, Project administration, Investigation, Resources, Writing &#x2013; review &amp; editing, Funding acquisition, Visualization.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by a Path towards Personalized Medicine grant (PPM 04-0128-200015) from the Qatar National Research Fund (QNRF) and research funds from Sidra Medicine, Doha, Qatar.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank the patient&#x2019;s family for their participation in the study. We thank Jonamae Dioso for technical assistance.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" 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.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2025.1594636/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2025.1594636/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SF1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>AID, Activation-Induced Cytidine Deaminase; CSR, Class Switch Recombination; SHM, Somatic Hypermutation; HIGM, Hyper-IgM Syndrome; VUS, Variants of Uncertain Significance; GI, Gastrointestinal; PID, Primary Immunodeficiency.</p>
</fn>
</fn-group>
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