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Integrative Multi-Omics Mendelian Randomization Highlights Causal Autophagy-Related Genes for Amyotrophic Lateral
Zheng Jiang1,2, Yan-Lin Ren3, Xiao-Jing Gu4
1Department of Neurology, West China Hospital, Sichuan University, Chengdu, China.
Brain and Behavior
|April 1, 2026
Summary
This study used genetic data to investigate the link between autophagy and amyotrophic lateral sclerosis (ALS). Four autophagy-related genes (FNBP1, IDUA, C9orf72, USP35) were found to causally influence ALS risk, suggesting new therapeutic targets.
Area of Science:
- Genetics and Molecular Biology
- Neuroscience
- Biochemistry
Background:
- Autophagy dysregulation is linked to toxic protein aggregates in amyotrophic lateral sclerosis (ALS).
- The precise causal role of impaired autophagy in ALS pathogenesis remains unclear.
Purpose of the Study:
- To investigate the causal relationship between autophagy-related gene regulation and ALS risk.
- To identify potential therapeutic targets for ALS by exploring autophagy-mediated mechanisms.
Main Methods:
- Employed a two-sample Mendelian randomization (MR) design using genetic instruments for autophagy dysregulation (exposure) and ALS (outcome).
- Utilized summary statistics for ALS and multi-omics data (methylation, splicing, expression, protein QTLs) from European cohorts.
- Applied MR analyses, including summary-data-based MR (SMR), Bayesian colocalization, sensitivity analyses, cell-type-specific MR, protein-protein interaction (PPI), and druggability assessments.
Main Results:
- Identified causal effects of four autophagy-related genes on ALS risk: lysosome genes (FNBP1, IDUA), core autophagy gene (C9orf72), and mitophagy gene (USP35).
- Positive associations with ALS risk were observed for brain FNBP1 splicing and blood USP35 expression.
- Negative associations with ALS risk were found for brain IDUA methylation and blood C9orf72 methylation. Astrocytes were nominated as a key brain cell type, with potential interactions and druggability identified for FNBP1.
Conclusions:
- This multi-omics MR study establishes causal links between the regulation of four specific autophagy-related genes and ALS risk.
- Findings illuminate autophagy-mediated mechanisms in ALS.
- Provides preliminary evidence for novel therapeutic targets for ALS, particularly related to the FNBP1 gene.
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