B-cell immune repertoire analysis of autoimmune neurological syndromes with anti-GAD65 antibodies

Background: Autoimmune neurological syndromes (AINS) associated with anti-GAD65 antibodies encompass a spectrum of disorders, including limbic encephalitis (LE), stiff-person syndrome (SPS), and cerebellar ataxia (CA). Despite the universal presence of anti-GAD65 antibodies across these syndromes, patients exhibit remarkable clinical phenotypic diversity. Exploring the overall B-cell receptor (BCR) profile of patients with anti-GAD65 AINS may provide clues to the molecular pathological mechanisms underlying this phenotypic diversity. Methods: We performed high-throughput B-cell receptor (BCR) heavy-chain sequencing (Illumina NovaSeq 6000) on peripheral blood samples from 9 anti-GAD65 AINS patients (7 LE, 1 SPS, 1 CA/SPS overlapping) and 11 healthy controls (HC). Analysis encompasses clonotype profiling, somatic hypermutation (SHM) rates, CDR3 physicochemical characterization, repertoire diversity, and machine learning-based VDJ feature identification. Results: ⁵), lower SHM rates (3.54% vs. 4.73%), and enrichment of hyperexpanded clones. Distinct IGHV/IGHJ usage was identified, notably decreased IGHV1-2 and IGHV1-46 with elevated IGHV3-7. A random forest classifier built on characteristic VDJ clonotypes achieved near-perfect diagnostic performance (AUC > 0.99). Cross-patient shared clonal clusters further highlighted disease-associated BCR convergence. Conclusions: BCR repertoire heterogeneity across anti-GAD65 AINS subtypes illuminates the immunological underpinnings of phenotypic diversity. The identified VDJ signatures and common clonotypes represent candidate biomarkers for precise diagnosis and rational targets for BCR-lineage-directed immunotherapy.

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Publication Details

Journal
Frontiers in Neurology
Published
2026-04-16
DOI
https://doi.org/10.3389/fneur.2025.1668617
Primary Topic
Autoimmune Neurological Disorders and Treatments
Type
article
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article

B-cell immune repertoire analysis of autoimmune neurological syndromes with anti-GAD65 antibodies

H Ren, Yinwei Sun, Tianya Dong, Yi-Xiang Wang et al.
Frontiers in Neurology
Autoimmune Neurological Disorders and Treatments
article

B-cell immune repertoire analysis of autoimmune neurological syndromes with anti-GAD65 antibodies

H Ren, Yinwei Sun, Tianya Dong, Yi-Xiang Wang, Hongzhi Guan, Siyuan Fan
article en

Abstract

Background: Autoimmune neurological syndromes (AINS) associated with anti-GAD65 antibodies encompass a spectrum of disorders, including limbic encephalitis (LE), stiff-person syndrome (SPS), and cerebellar ataxia (CA). Despite the universal presence of anti-GAD65 antibodies across these syndromes, patients exhibit remarkable clinical phenotypic diversity. Exploring the overall B-cell receptor (BCR) profile of patients with anti-GAD65 AINS may provide clues to the molecular pathological mechanisms underlying this phenotypic diversity. Methods: We performed high-throughput B-cell receptor (BCR) heavy-chain sequencing (Illumina NovaSeq 6000) on peripheral blood samples from 9 anti-GAD65 AINS patients (7 LE, 1 SPS, 1 CA/SPS overlapping) and 11 healthy controls (HC). Analysis encompasses clonotype profiling, somatic hypermutation (SHM) rates, CDR3 physicochemical characterization, repertoire diversity, and machine learning-based VDJ feature identification. Results: ⁵), lower SHM rates (3.54% vs. 4.73%), and enrichment of hyperexpanded clones. Distinct IGHV/IGHJ usage was identified, notably decreased IGHV1-2 and IGHV1-46 with elevated IGHV3-7. A random forest classifier built on characteristic VDJ clonotypes achieved near-perfect diagnostic performance (AUC > 0.99). Cross-patient shared clonal clusters further highlighted disease-associated BCR convergence. Conclusions: BCR repertoire heterogeneity across anti-GAD65 AINS subtypes illuminates the immunological underpinnings of phenotypic diversity. The identified VDJ signatures and common clonotypes represent candidate biomarkers for precise diagnosis and rational targets for BCR-lineage-directed immunotherapy.

Frontiers in NeurologyVol. 16
Chinese Academy of Sciences (CN), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking Union Medical College Hospital (CN), Czech Academy of Sciences, Institute of Psychology (CZ), University of Chinese Academy of Sciences (CN)
Openalex Percentile: Top 18%
Autoimmune Neurological Disorders and Treatments
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