bioRxivJClub
Multiscale Transcriptomic Architecture of the ALS Motor Cortex
bioRxiv · · Preprint · Open access
Goel, Pei + 1 more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
Seven reproducible ALS motor cortex transcriptomic subtypes were identified, and donor-held-out projection recovered subtype assignments with mean balanced accuracy of 0.939.
- Why it matters: ALS shows clinical and molecular heterogeneity, but pooled cross-region work can blur regional differences; motor cortex organization needed clearer, disease-relevant structure.
- What they did: Using ~600 postmortem motor cortex transcriptomes from Target ALS, gene set variation analysis and consensus clustering in pathway space defined subtype programs, then were tested on held-out donors and mapped to independent single-nucleus RNA-seq.
- The result: Subtypes formed a structured pathway-space landscape with discrete peaks and continuous gradients, aligned more with clinical/genetic-background variables than disease duration, including enrichment patterns by ALS/FTD family history and C9orf72 repeat expansion status.
The findingWhy it mattersWhat they didThe result
AI summary of the abstract · may contain errors · not medical advice · read the paper.
- Open access