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Michels, Sebastian

0000-0002-9265-9034

Mayo Clinic

Universität Ulm

Citations 3

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

Journal of Clinical Investigation | June 1, 2026 | Volume: 136 | Issue: 11 | Pages: No page available

10.1172/jci191508 Get It

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

No container title available | March 23, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.03.20.711195 Get It

Abstract 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 non-disease controls. Following targeted enzymatic methyl-sequencing (EM-seq) of ∼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 ∼70% of ALS patients 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.
TDP-43 dysregulation of polyadenylation site selection is a defining feature of RNA misprocessing in amyotrophic lateral sclerosis and frontotemporal dementia
Arnold, Frederick J. , Cui, Ya , Colwin, Michael R., Stockford, Cameron , Jawahar, Vidhya Maheswari, Jansen‐West, Karen , Gulia, Ravinder , Gou, Yunzi , Tam, Oliver H. , Situ, W., Cazarez, Saira L, Zandi, Ali Shahidi , Ehsani, Kean C. K., Howard, Sierra, Prudencio, Mercedes , Petrucelli, Leonard , Spada, Albert R. La , Maheswari Jawahar, Vidhya, Jansen-West, Karen, Prudencio, Mercedes , Michels, Sebastian , Ye, Wenbin , Bharathi, Vidhya , Philippe, Julien, Menon, Sneha, Cazarez, Saira L., Zandi, Aryan, Dickson, Dennis W. , Hammell, Molly , Li, Wei

Journal of Clinical Investigation | June 1, 2025 | Volume: 135 | Issue: 11 | Pages: No page available

10.1172/jci182088 Get It

Nuclear clearance and cytoplasmic aggregation of TAR DNA-binding protein 43 (TDP-43) are observed in many neurodegenerative disorders, including amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). Although TDP-43 dysregulation of splicing has emerged as a key event in these diseases, TDP-43 can also regulate polyadenylation; yet this has not been adequately studied. Here, we applied the dynamic analysis of polyadenylation from an RNA-Seq (DaPars) tool to ALS/FTD transcriptome datasets and report extensive alternative polyadenylation (APA) upon TDP-43 alteration in ALS/FTD cell models and postmortem ALS/FTD neuronal nuclei. Importantly, many identified APA genes highlight pathways implicated in ALS/FTD pathogenesis. To determine the functional relevance of APA elicited by TDP-43 nuclear depletion, we examined microtubule affinity regulating kinase 3 (MARK3). Nuclear loss of TDP-43 yielded increased expression of MARK3 transcripts with longer 3′ UTRs, corresponding with a change in the subcellular distribution of MARK3 and increased neuronal tau S262 phosphorylation. Our findings define changes in polyadenylation site selection as a previously understudied feature of TDP-43–driven disease pathology in ALS/FTD and highlight a potentially important mechanistic link between TDP-43 dysfunction and tau regulation.