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DOI 10.1172/jci191508

Медицинская библиотека · The Journal of clinical investigation · 2026

Multimodal analysis of cell-free DNA identifies epigenetic biomarkers for amyotrophic lateral sclerosis diagnosis and progression.

Michels Sebastian, Chen Chaorong, Ruf Wolfgang P, Garcia Garcia M Madhy, Arnold Frederick J, Wu Zhuoxing, Bennett Craig L, Shams Daniel, Thompson Leslie M, Walker Alyssa C, Dickson Dennis W, Petrucelli Leonard, Dorst Johannes, Prudencio Mercedes, Li Wei, La Spada Albert R

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Аннотация

The role of the epigenome in age-related neurodegenerative disorders remains understudied. Here, we analyzed circulating cell-free DNA (cfDNA) from blood to detect methylation changes as a liquid biopsy for Amyotrophic Lateral Sclerosis (ALS). Our study included 20 patients with sporadic ALS, 10 patients with C9orf72-associated ALS, 10 asymptomatic carriers of the C9orf72 repeat expansion mutation, and 21 nondisease control individuals. Following targeted enzymatic methyl-sequencing (EM-seq) of approximately 4 million CpG sites, we detected numerous differentially methylated genes, including several implicated in ALS disease risk and pathogenesis. By integrating multiple epigenetic features, we delineated a distinct epigenetic signature, which achieved an average area under the curve (AUC) of 0.91 ± 0.10 upon receiver operator characteristic (ROC) analysis, which enabled detection of approximately 70% of patients with ALS with close to 100% specificity. Furthermore, we also identified a set of genes whose methylation status significantly correlated with clinical disease progression and cerebrospinal fluid (CSF) neurofilament levels. Our results reveal the potential of cfDNA-based biomarkers to accurately diagnose ALS and potentially predict disease progression.

Для цитирования: Michels Sebastian, Chen Chaorong, Ruf Wolfgang P, Garcia Garcia M Madhy, Arnold Frederick J, Wu Zhuoxing, Bennett Craig L, Shams Daniel, Thompson Leslie M, Walker Alyssa C, Dickson Dennis W, Petrucelli Leonard, Dorst Johannes, Prudencio Mercedes, Li Wei, La Spada Albert R. Multimodal analysis of cell-free DNA identifies epigenetic biomarkers for amyotrophic lateral sclerosis diagnosis and progression.. The Journal of clinical investigation. 2026. DOI: 10.1172/jci191508.

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