Science AdvancesGeneticsPeer-reviewed journal article
Genetic analysis of amyotrophic lateral sclerosis identifies contributing pathways and cell types.
Sara Sáez-AtiénzariD, Sara Bandrés‐CigaiD, Rebekah G. LangstoniD, Jonggeol Jeffrey KimiD, Shing Wan ChoiiD, Regina Hertfelder ReynoldsiD, ITALSGEN, Yevgeniya A. Abramzon, Ramita DewaniD, Sarah AhmediD, John E. LandersiD, Ruth ChiaiD, Mina RyteniD, Mark R. CooksoniD, Mike A. NallsiD, Adriano ChiòiD, Bryan J. TraynoriD
Abstract
Despite the considerable progress in unraveling the genetic causes of amyotrophic lateral sclerosis (ALS), we do not fully understand the molecular mechanisms underlying the disease. We analyzed genome-wide data involving 78,500 individuals using a polygenic risk score approach to identify the biological pathways and cell types involved in ALS. This data-driven approach identified multiple aspects of the biology underlying the disease that resolved into broader themes, namely neuron projection morphogenesis, membrane trafficking, and signal transduction mediated by ribonucleotides. We also found that genomic risk in ALS maps consistently to GABAergic cortical interneurons and oligodendrocytes, as confirmed in human single-nucleus RNA-seq data. Using two-sample Mendelian randomization, we nominated five differentially expressed genes (ATG16L2, ACSL5, MAP1LC3A, PLXNB2, and SCFD1) within the significant pathways as relevant to ALS. We conclude that the disparate genetic etiologies of this fatal neurological disease converge on a smaller number of final common pathways and cell types.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 97
- FWCI
- 8.74
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Transcriptional pathways of definitive ALS genes implicate novel disease-associated target genes
Michael R. Fiorini, Allison Ann Dilliott, … Sali M.K. Farhan·medRxiv·Jul 22, 2026
- Genome-wide Identification of the Genetic Basis of Amyotrophic Lateral Sclerosis
Sai Zhang, Johnathan Cooper‐Knock, … Michael P. Snyder·NeuronPeer-reviewed·Jan 18, 2022
- Gene co-expression network analysis in human spinal cord highlights mechanisms underlying amyotrophic lateral sclerosis susceptibility
Jerry C. Wang, Gokul Ramaswami, Daniel H. Geschwind·Scientific ReportsPeer-reviewed·Mar 11, 2021
- Partitioning the genetic architecture of amyotrophic lateral sclerosis
Iris Broce, Chun Chieh Fan, … Rahul S. Desikan·bioRxiv·Feb 24, 2019
- Single-nucleus sequencing reveals enriched expression of genetic risk factors in Extratelencephalic Neurons sensitive to degeneration in ALS
Francesco Limone, Daniel A. Mordes, … Kevin C. Eggan·Nature AgingPeer-reviewed·Jun 21, 2024
- CREB3 gain of function variants protect against ALS
Salim Megat, Christine Marques, … Caroline Rouaux·bioRxiv·Oct 10, 2024