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Systematic druggable genome‐wide Mendelian randomization identifies therapeutic targets for sarcopenia

Authors :
Yin, Kang‐Fu
Chen, Ting
Gu, Xiao‐Jing
Su, Wei‐Ming
Jiang, Zheng
Lu, Si‐Jia
Cao, Bei
Chi, Li‐Yi
Gao, Xia
Chen, Yong‐Ping
Source :
Journal of Cachexia, Sarcopenia and Muscle; August 2024, Vol. 15 Issue: 4 p1324-1334, 11p
Publication Year :
2024

Abstract

There are no effective pharmacological treatments for sarcopenia. We aim to identify potential therapeutic targets for sarcopenia by integrating various publicly available datasets. We integrated druggable genome data, cis‐eQTL/cis‐pQTL from human blood and skeletal muscle tissue, and GWAS summary data of sarcopenia‐related traits to analyse the potential causal relationships between drug target genes and sarcopenia using the Mendelian Randomization (MR) method. Sensitivity analyses and Bayesian colocalization were employed to validate the causal relationships. We also assessed the side effects or additional indications of the identified drug targets using a phenome‐wide MR (Phe‐MR) approach and investigated actionable drugs for target genes using available databases. MR analysis identified 17 druggable genes with potential causation to sarcopenia in human blood or skeletal muscle tissue. Six of them (HP, HLA‐DRA, MAP 3K3, MFGE8, COL15A1, and AURKA) were further confirmed by Bayesian colocalization (PPH4 > 90%). The up‐regulation of HP[higher ALM (beta: 0.012, 95% CI: 0.007–0.018, P= 1.2*10−5) and higher grip strength (OR: 0.96, 95% CI: 0.94–0.98, P= 4.2*10−5)], MAP 3K3[higher ALM (beta: 0.24, 95% CI: 0.21–0.26, P= 1.8*10−94), higher grip strength (OR: 0.82, 95% CI: 0.75–0.90, P= 2.1*10−5), and faster walking pace (beta: 0.03, 95% CI: 0.02–0.05, P= 8.5*10−6)], and MFGE8[higher ALM (muscle eQTL, beta: 0.09, 95% CI: 0.06–0.11, P= 6.1*10−13; blood pQTL, beta: 0.05, 95% CI: 0.03–0.07, P= 3.8*10−09)], as well as the down‐regulation of HLA‐DRA[lower ALM (beta: ‐0.09, 95% CI: −0.11 to −0.08, P= 5.4*10−36) and lower grip strength (OR: 1.13, 95% CI: 1.07–1.20, P= 1.8*10−5)] and COL15A1[higher ALM (muscle eQTL, beta: ‐0.07, 95% CI: −0.10 to −0.04, P= 3.4*10−07; blood pQTL, beta: ‐0.05, 95% CI: −0.06 to −0.03, P= 1.6*10−07)], decreased the risk of sarcopenia. AURKAin blood (beta: ‐0.16, 95% CI: −0.22 to −0.09, P= 2.1*10−06) and skeletal muscle (beta: 0.03, 95% CI: 0.02 to 0.05, P= 5.3*10−05) tissues showed an inverse relationship with sarcopenia risk. The Phe‐MR indicated that the six potential therapeutic targets for sarcopenia had no significant adverse effects. Drug repurposing analysis supported zinc supplementation and collagenase clostridium histolyticummight be potential therapeutics for sarcopenia by activating HPand inhibiting COL15A1, respectively. Our research indicated MAP 3K3, MFGE8, COL15A1, HP, and HLA‐DRAmay serve as promising targets for sarcopenia, while the effectiveness of zinc supplementation and collagenase clostridium histolyticumfor sarcopenia requires further validation.

Details

Language :
English
ISSN :
21905991 and 21906009
Volume :
15
Issue :
4
Database :
Supplemental Index
Journal :
Journal of Cachexia, Sarcopenia and Muscle
Publication Type :
Periodical
Accession number :
ejs67051281
Full Text :
https://doi.org/10.1002/jcsm.13479