Christoph Schultheiß PhD , Paul Schmidt-Barbo MSc , Lisa Paschold PhD , Carl Esperanzate BSc , Alissa Behn MSc , Rafael Mikolajczyk MD, MSc , Daniel L. Kastner MD, PhD , Ivona Aksentijevich MD , Mascha Binder MD
{"title":"腺苷脱氨酶2的缺乏使适应性免疫功能偏向特定的T和B细胞受体。","authors":"Christoph Schultheiß PhD , Paul Schmidt-Barbo MSc , Lisa Paschold PhD , Carl Esperanzate BSc , Alissa Behn MSc , Rafael Mikolajczyk MD, MSc , Daniel L. Kastner MD, PhD , Ivona Aksentijevich MD , Mascha Binder MD","doi":"10.1016/j.jaci.2025.01.032","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Adenosine deaminase 2 deficiency (DADA2) is a genetic disorder caused by biallelic hypomorphic or loss-of-function mutations in the <em>ADA2</em> gene, which 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.</div></div><div><h3>Objective</h3><div>Our aim was to determine a DADA2-specific adaptive immune architecture.</div></div><div><h3>Methods</h3><div>We profiled immunoglobulin levels and peripheral B- and T-cell phenotypes in 47 previously reported and 5 unreported patients with DADA2. Levels of 21 cytokines and chemokines were quantified in patients with or without anti-TNF treatment. To characterize the DADA2 immune architecture, we performed T- and B-cell receptor immunosequencing. We trained a binary LightGBM classifier to distinguish DADA2 T- and B-cell immune repertoires from healthy individuals.</div></div><div><h3>Results</h3><div>We detected hypogammaglobulinemia in 65% of patients with DADA2 (34 of 52) and cytopenias in 48% (25 of 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, a proliferation-inducing ligand (APRIL), B-cell activating factor (BAFF), and soluble CD40 ligand (sCD40L). High serum levels of TNF, BAFF, and sCD40L persisted under anti-TNF therapy. Next-generation immunosequencing of peripheral lymphocytes showed restricted T-cell receptor repertoires and B cells, which were particularly skewed toward immunoglobulin heavy chain V4-34 rearrangements. With high accuracy, our machine learning algorithm separated individuals with DADA2 from healthy individuals on the basis of immunogenetic parameters regarding B-cell clone fraction, CDR3 length, and selected Kidera factors.</div></div><div><h3>Conclusions</h3><div>Our findings underscore the significant influence of ADA2 on the adaptive immune system, which results in a highly specific immunogenetic signature in patients with DADA2.</div></div>","PeriodicalId":14936,"journal":{"name":"Journal of Allergy and Clinical Immunology","volume":"155 5","pages":"Pages 1664-1674"},"PeriodicalIF":11.4000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Deficiency of adenosine deaminase 2 skews adaptive immune repertoires toward specific sets of T- and B-cell receptors\",\"authors\":\"Christoph Schultheiß PhD , Paul Schmidt-Barbo MSc , Lisa Paschold PhD , Carl Esperanzate BSc , Alissa Behn MSc , Rafael Mikolajczyk MD, MSc , Daniel L. Kastner MD, PhD , Ivona Aksentijevich MD , Mascha Binder MD\",\"doi\":\"10.1016/j.jaci.2025.01.032\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Adenosine deaminase 2 deficiency (DADA2) is a genetic disorder caused by biallelic hypomorphic or loss-of-function mutations in the <em>ADA2</em> gene, which 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.</div></div><div><h3>Objective</h3><div>Our aim was to determine a DADA2-specific adaptive immune architecture.</div></div><div><h3>Methods</h3><div>We profiled immunoglobulin levels and peripheral B- and T-cell phenotypes in 47 previously reported and 5 unreported patients with DADA2. Levels of 21 cytokines and chemokines were quantified in patients with or without anti-TNF treatment. To characterize the DADA2 immune architecture, we performed T- and B-cell receptor immunosequencing. We trained a binary LightGBM classifier to distinguish DADA2 T- and B-cell immune repertoires from healthy individuals.</div></div><div><h3>Results</h3><div>We detected hypogammaglobulinemia in 65% of patients with DADA2 (34 of 52) and cytopenias in 48% (25 of 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, a proliferation-inducing ligand (APRIL), B-cell activating factor (BAFF), and soluble CD40 ligand (sCD40L). High serum levels of TNF, BAFF, and sCD40L persisted under anti-TNF therapy. Next-generation immunosequencing of peripheral lymphocytes showed restricted T-cell receptor repertoires and B cells, which were particularly skewed toward immunoglobulin heavy chain V4-34 rearrangements. With high accuracy, our machine learning algorithm separated individuals with DADA2 from healthy individuals on the basis of immunogenetic parameters regarding B-cell clone fraction, CDR3 length, and selected Kidera factors.</div></div><div><h3>Conclusions</h3><div>Our findings underscore the significant influence of ADA2 on the adaptive immune system, which results in a highly specific immunogenetic signature in patients with DADA2.</div></div>\",\"PeriodicalId\":14936,\"journal\":{\"name\":\"Journal of Allergy and Clinical Immunology\",\"volume\":\"155 5\",\"pages\":\"Pages 1664-1674\"},\"PeriodicalIF\":11.4000,\"publicationDate\":\"2025-05-01\",\"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://www.sciencedirect.com/science/article/pii/S0091674925001241\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ALLERGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Allergy and Clinical Immunology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0091674925001241","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ALLERGY","Score":null,"Total":0}
Deficiency of adenosine deaminase 2 skews adaptive immune repertoires toward specific sets of T- and B-cell receptors
Background
Adenosine deaminase 2 deficiency (DADA2) is a genetic disorder caused by biallelic hypomorphic or loss-of-function mutations in the ADA2 gene, which 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
Our aim was 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 patients with DADA2. Levels of 21 cytokines and chemokines were quantified in patients with or without anti-TNF treatment. To characterize the DADA2 immune architecture, we performed T- and B-cell receptor immunosequencing. We trained a binary LightGBM classifier to distinguish DADA2 T- and B-cell immune repertoires from healthy individuals.
Results
We detected hypogammaglobulinemia in 65% of patients with DADA2 (34 of 52) and cytopenias in 48% (25 of 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, a proliferation-inducing ligand (APRIL), B-cell activating factor (BAFF), and soluble CD40 ligand (sCD40L). High serum levels of TNF, BAFF, and sCD40L persisted under anti-TNF therapy. Next-generation immunosequencing of peripheral lymphocytes showed restricted T-cell receptor repertoires and B cells, which were particularly skewed toward immunoglobulin heavy chain V4-34 rearrangements. With high accuracy, our machine learning algorithm separated individuals with DADA2 from healthy individuals on the basis of immunogenetic parameters regarding B-cell clone fraction, CDR3 length, and selected Kidera factors.
Conclusions
Our findings underscore the significant influence of ADA2 on the adaptive immune system, which results in a highly specific immunogenetic signature in patients with DADA2.
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.