medRxivGenetic & Genomic MedicinePreprint
Genomics-Informed Drug Repurposing Strategy Identifies Novel Therapeutic Targets for Metabolic Dysfunction-Associated Steatotic Liver Disease.
Hannah M. SeagleiD, Alexis T. Akerele, Joseph A. DeCorteiD, Jacklyn N. HellwegeiD, Joseph H. BreeyeariD, Jeewoo KimiD, Michael G. LeviniD, Samuel Khodurksy, Adam Phillip BressiD, Kyung Min LeeiD, Jens MeileriD, Dipender GilliD, Jennifer S. LeeiD, Kent R. HebereriD, Donald R. MilleriD, Peter D. ReaveniD, Kyong‐Mi ChangiD, Julie Ann LynchiD, Nikhil K. KhankariiD, Megan M. ShueyiD, Todd L. EdwardsiD, Marijana VujkovićiD
Abstract
Identification of drug-repurposing targets with genetic and biological support is an economically and temporally efficient strategy for improving treatment of diseases. We employed a cross-disciplinary approach to identify potential treatments for metabolic dysfunction associated steatotic liver disease (MASLD) using humans as a model organism. We identified 212 putative causal genes associated with MASLD using data from a large multi-ancestry genetic association study, of which 158 (74.5%) are novel. From this set we identified 57 genes that encode for druggable protein targets, and where the effects of increasing genetically predicted gene expression on MASLD risk align with the function of that drug on the protein target. These potential targets were then evaluated for evidence of efficacy using Mendelian randomization, pathway analysis, and protein structural modeling. Using these approaches, we present compelling evidence to suggest activation of FADS1 by icosopent ethyl as well as S1PR2 by fingolimod could be promising therapeutic strategies for MASLD.
- organism: human
- assay: GWAS summary statistics
- research focus: drug response / drug discovery
- approach: statistical model
- Citations
- 2
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