Integrative transcriptomic analysis of the amyotrophic lateral sclerosis spinal cord implicates glial activation and suggests new risk genes
Open accessPublished version of a preprint
Abstract
Amyotrophic lateral sclerosis (ALS) is a progressively fatal neurodegenerative disease affecting motor neurons in the brain and spinal cord. In this study, we investigated gene expression changes in ALS via RNA sequencing in 380 postmortem samples from cervical, thoracic and lumbar spinal cord segments from 154 individuals with ALS and 49 control individuals. We observed an increase in microglia and astrocyte gene expression, accompanied by a decrease in oligodendrocyte gene expression. By creating a gene co-expression network in the ALS samples, we identified several activated microglia modules that negatively correlate with retrospective disease duration. We mapped molecular quantitative trait loci and found several potential ALS risk loci that may act through gene expression or splicing in the spinal cord and assign putative cell types for FNBP1, ACSL5, SH3RF1 and NFASC. Finally, we outline how common genetic variants associated with splicing of C9orf72 act as proxies for the well-known repeat expansion, and we use the same mechanism to suggest ATXN3 as a putative risk gene.
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Postmortem transcriptomic analysis of the amyotrophic lateral sclerosis (ALS) spinal cord has reported an increase in inflammatory reactions driven by microglia and astrocytes.
“On the other hand, postmortem transcriptomic analysis of the amyotrophic lateral sclerosis (ALS) spinal cord has reported an increase in inflammatory reactions driven by microglia and astrocytes.89”
From Microbiota–gut–brain axis and its therapeutic applications in neurodegenerative diseases (2024) · cites this paper as [89]
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References 144 · Cited by 138
- Authors
- Humphrey, J., Venkatesh, S., Hasan, R., Herb, J. T., de Paiva Lopes, K., Küçükali, F., Byrska-Bishop, M., Evani, U. S., Narzisi, G., Fagegaltier, D., NYGC ALS Consortium, Sleegers, K., Phatnani, H., Knowles, D. A., Fratta, P., & Raj, T.
- Affiliations
- Icahn School of Medicine at Mount Sinai (US)
- University of Antwerp (BE)
- New York Genome Center (US)
- Columbia University Irving Medical Center (US)
- UCL Queen Square Institute of Neurology (GB)
- Corresponding author
- Humphrey, Jack
- Raj, Towfique
- ORCID
- Venue
- Nature Neuroscience
- Published
- 2022-12-08
- Volume
- 26
- Issue
- 1
- Pages
- 150-162
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- OpenAlex
- W4310954846
- Cited by
- 138
- References
- 144
- Citations by year
- 2026: 25 · 2025: 50 · 2024: 35 · 2023: 26 · 2022: 1 · 2019: 1
- FWCI
- 14.88
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Nature Neuroscience (publishedVersion)
- medRxiv (acceptedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- Foundation for the National Institutes of Health (NIA R56-AG055824, NIA U01-AG068880, T3GM007280)
- Universiteit Antwerpen (BOF DOCPRO fellowship)
- RCUK | Medical Research Council (MR/M008606/1, MR/S006508/1)
- Topics
- Health Sciences › Medicine › Neurology › Amyotrophic Lateral Sclerosis Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Life Sciences › Neuroscience › Neurology › Neuroinflammation and Neurodegeneration Mechanisms
- Keywords
- amyotrophic lateral sclerosis, spinal cord, glial activation, microglia, astrocytes, oligodendrocytes, gene co-expression network, ataxin-3, disease duration, postmortem gene expression
- MeSH terms
- Amyotrophic Lateral Sclerosis, Humans, Retrospective Studies, Spinal Cord, Neurodegenerative Diseases, Transcriptome
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