Cited by 138Amyotrophic Lateral Sclerosis ResearchSingle-cell and spatial transcriptomicsNeuroinflammation and Neurodegeneration Mechanisms

Integrative transcriptomic analysis of the amyotrophic lateral sclerosis spinal cord implicates glial activation and suggests new risk genes

Open access
Humphrey, Jack, Venkatesh, Sanan, Hasan, Rahat, Herb, Jake T., de Paiva Lopes, Katia, Küçükali, Fahri, Byrska-Bishop, Marta, Evani, Uday S. +8 more·2023·Nature Neuroscience

Published 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.

Integrity signals

Registry

Crossref · 10.1038/s41593-022-01205-3

Cites

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • 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”

The citation lists haven’t been fetched yet

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
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
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

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review