Christoph Schultheiß, Paul Schmidt-Barbo, Lisa Paschold, Carl Esperanzate, Alissa Behn, Rafael Mikolajczyk, Daniel L Kastner, Ivona Aksentijevich, Mascha Binder
{"title":"Deficiency of adenosine deaminase 2 skews adaptive immune repertoires towards specific sets of T and B cell receptors.","authors":"Christoph Schultheiß, Paul Schmidt-Barbo, Lisa Paschold, Carl Esperanzate, Alissa Behn, Rafael Mikolajczyk, Daniel L Kastner, Ivona Aksentijevich, Mascha Binder","doi":"10.1016/j.jaci.2025.01.032","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Adenosine deaminase 2 deficiency (DADA2) is a genetic disorder caused by biallelic hypomorphic or loss-of-function mutations in the ADA2 gene that encodes a protein deaminase regulating extracellular adenosine metabolism. Clinical features encompass inflammatory vasculopathy, early-onset strokes, and a complex presentation involving both immunodeficiency and autoinflammation/autoimmunity.</p><p><strong>Objective: </strong>To determine a DADA2-specific adaptive immune architecture.</p><p><strong>Methods: </strong>We profiled immunoglobulin levels and peripheral B and T cell phenotypes in 47 previously reported and 5 unreported DADA2 patients. Levels of 21 cytokines/chemokines were quantified in patients with or without anti-TNF treatment. To characterize the DADA2 immune architecture, we performed T and B cell receptor (TCR/BCR) immunosequencing. We trained a binary LightGBM classifier to distinguish DADA2 T and B cell immune repertoires from heathy individuals.</p><p><strong>Results: </strong>We detected hypogammaglobulinemia in 65% of DADA2 patients (34/52) and cytopenias in 48% (25/52). Flow cytometric profiling revealed contraction of B and T cell memory compartments. In addition, we observed elevated levels of TNF, IL-8, several interferons, APRIL, BAFF and sCD40L. High serum levels of TNF, BAFF and sCD40L persisted under anti-TNF therapy. Next-generation immunosequencing of peripheral lymphocytes showed restricted TCR repertoires and B cells, which were particularly skewed towards IGHV4-34 rearrangements. Our machine learning algorithm separated DADA2 with high accuracy from healthy individuals based on immunogenetic parameters regarding B cell clone fraction, CDR3 length, and selected Kidera factors.</p><p><strong>Conclusions: </strong>Our findings underscore ADA2's significant influence on the adaptive immune system, which results in a highly specific immunogenetic signature in DADA2 patients.</p>","PeriodicalId":14936,"journal":{"name":"Journal of Allergy and Clinical Immunology","volume":" ","pages":""},"PeriodicalIF":11.4000,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Allergy and Clinical Immunology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jaci.2025.01.032","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ALLERGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Adenosine deaminase 2 deficiency (DADA2) is a genetic disorder caused by biallelic hypomorphic or loss-of-function mutations in the ADA2 gene that encodes a protein deaminase regulating extracellular adenosine metabolism. Clinical features encompass inflammatory vasculopathy, early-onset strokes, and a complex presentation involving both immunodeficiency and autoinflammation/autoimmunity.
Objective: To determine a DADA2-specific adaptive immune architecture.
Methods: We profiled immunoglobulin levels and peripheral B and T cell phenotypes in 47 previously reported and 5 unreported DADA2 patients. Levels of 21 cytokines/chemokines were quantified in patients with or without anti-TNF treatment. To characterize the DADA2 immune architecture, we performed T and B cell receptor (TCR/BCR) immunosequencing. We trained a binary LightGBM classifier to distinguish DADA2 T and B cell immune repertoires from heathy individuals.
Results: We detected hypogammaglobulinemia in 65% of DADA2 patients (34/52) and cytopenias in 48% (25/52). Flow cytometric profiling revealed contraction of B and T cell memory compartments. In addition, we observed elevated levels of TNF, IL-8, several interferons, APRIL, BAFF and sCD40L. High serum levels of TNF, BAFF and sCD40L persisted under anti-TNF therapy. Next-generation immunosequencing of peripheral lymphocytes showed restricted TCR repertoires and B cells, which were particularly skewed towards IGHV4-34 rearrangements. Our machine learning algorithm separated DADA2 with high accuracy from healthy individuals based on immunogenetic parameters regarding B cell clone fraction, CDR3 length, and selected Kidera factors.
Conclusions: Our findings underscore ADA2's significant influence on the adaptive immune system, which results in a highly specific immunogenetic signature in DADA2 patients.
期刊介绍:
The Journal of Allergy and Clinical Immunology is a prestigious publication that features groundbreaking research in the fields of Allergy, Asthma, and Immunology. This influential journal publishes high-impact research papers that explore various topics, including asthma, food allergy, allergic rhinitis, atopic dermatitis, primary immune deficiencies, occupational and environmental allergy, and other allergic and immunologic diseases. The articles not only report on clinical trials and mechanistic studies but also provide insights into novel therapies, underlying mechanisms, and important discoveries that contribute to our understanding of these diseases. By sharing this valuable information, the journal aims to enhance the diagnosis and management of patients in the future.