Repurposing Approved Drugs for Sarcopenia Based on Transcriptomics Data in Humans

Author:

Liang Shuang1ORCID,Liu Danyang2,Xiao Zhengwu1ORCID,Greenbaum Jonathan3,Shen Hui3,Xiao Hongmei1,Deng Hongwen3ORCID

Affiliation:

1. Center for System Biology, Data Sciences, and Reproductive Health, School of Basic Medical Science, Central South University, Changsha 410013, China

2. Laboratory of Molecular and Statistical Genetics, College of Life Sciences, Hunan Normal University, Changsha 410013, China

3. Tulane Center of Biomedical Informatics and Genomics, Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA 999039, USA

Abstract

Sarcopenia, characterized by age-related loss of muscle mass, strength, and decreased physical performance, is a growing public health challenge amid the rapidly ageing population. As there are no approved drugs that target sarcopenia, it has become increasingly urgent to identify promising pharmacological interventions. In this study, we conducted an integrative drug repurposing analysis utilizing three distinct approaches. Firstly, we analyzed skeletal muscle transcriptomic sequencing data in humans and mice using gene differential expression analysis, weighted gene co-expression analysis, and gene set enrichment analysis. Subsequently, we employed gene expression profile similarity assessment, hub gene expression reversal, and disease-related pathway enrichment to identify and repurpose candidate drugs, followed by the integration of findings with rank aggregation algorithms. Vorinostat, the top-ranking drug, was also validated in an in vitro study, which demonstrated its efficacy in promoting muscle fiber formation. Although still requiring further validation in animal models and human clinical trials, these results suggest a promising drug repurposing prospect in the treatment and prevention of sarcopenia.

Funder

National Institutes of Health

Publisher

MDPI AG

Subject

Drug Discovery,Pharmaceutical Science,Molecular Medicine

Reference66 articles.

1. The World Report on Ageing and Health;Beard;Gerontologist,2016

2. Asian Working Group for Sarcopenia: 2019 Consensus Update on Sarcopenia Diagnosis and Treatment;Chen;J. Am. Med. Dir. Assoc.,2020

3. Health Care Costs Associated With Muscle Weakness: A UK Population-Based Estimate;Westbury;Calcif. Tissue Int.,2019

4. Economic Impact of Hospitalizations in Us Adults with Sarcopenia;Goates;J. Frailty Aging,2019

5. Sarcopenia: Current treatments and new regenerative therapeutic approaches;Lo;J. Orthop. Transl.,2020

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