Cargando…
Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance
Systems genetics has begun to tackle the complexity of insulin resistance by capitalising on computational advances to study high-diversity populations. ‘Diversity Outbred in Australia (DOz)’ is a population of genetically unique mice with profound metabolic heterogeneity. We leveraged this variance...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371229/ https://www.ncbi.nlm.nih.gov/pubmed/37494090 http://dx.doi.org/10.7554/eLife.86961 |
_version_ | 1785078104600870912 |
---|---|
author | Masson, Stewart WC Madsen, Søren Cooke, Kristen C Potter, Meg Vegas, Alexis Diaz Carroll, Luke Thillainadesan, Senthil Cutler, Harry B Walder, Ken R Cooney, Gregory J Morahan, Grant Stöckli, Jacqueline James, David E |
author_facet | Masson, Stewart WC Madsen, Søren Cooke, Kristen C Potter, Meg Vegas, Alexis Diaz Carroll, Luke Thillainadesan, Senthil Cutler, Harry B Walder, Ken R Cooney, Gregory J Morahan, Grant Stöckli, Jacqueline James, David E |
author_sort | Masson, Stewart WC |
collection | PubMed |
description | Systems genetics has begun to tackle the complexity of insulin resistance by capitalising on computational advances to study high-diversity populations. ‘Diversity Outbred in Australia (DOz)’ is a population of genetically unique mice with profound metabolic heterogeneity. We leveraged this variance to explore skeletal muscle’s contribution to whole-body insulin action through metabolic phenotyping and skeletal muscle proteomics of 215 DOz mice. Linear modelling identified 553 proteins that associated with whole-body insulin sensitivity (Matsuda Index) including regulators of endocytosis and muscle proteostasis. To enrich for causality, we refined this network by focusing on negatively associated, genetically regulated proteins, resulting in a 76-protein fingerprint of insulin resistance. We sought to perturb this network and restore insulin action with small molecules by integrating the Broad Institute Connectivity Map platform and in vitro assays of insulin action using the Prestwick chemical library. These complementary approaches identified the antibiotic thiostrepton as an insulin resistance reversal agent. Subsequent validation in ex vivo insulin-resistant mouse muscle and palmitate-induced insulin-resistant myotubes demonstrated potent insulin action restoration, potentially via upregulation of glycolysis. This work demonstrates the value of a drug-centric framework to validate systems-level analysis by identifying potential therapeutics for insulin resistance. |
format | Online Article Text |
id | pubmed-10371229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-103712292023-07-27 Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance Masson, Stewart WC Madsen, Søren Cooke, Kristen C Potter, Meg Vegas, Alexis Diaz Carroll, Luke Thillainadesan, Senthil Cutler, Harry B Walder, Ken R Cooney, Gregory J Morahan, Grant Stöckli, Jacqueline James, David E eLife Computational and Systems Biology Systems genetics has begun to tackle the complexity of insulin resistance by capitalising on computational advances to study high-diversity populations. ‘Diversity Outbred in Australia (DOz)’ is a population of genetically unique mice with profound metabolic heterogeneity. We leveraged this variance to explore skeletal muscle’s contribution to whole-body insulin action through metabolic phenotyping and skeletal muscle proteomics of 215 DOz mice. Linear modelling identified 553 proteins that associated with whole-body insulin sensitivity (Matsuda Index) including regulators of endocytosis and muscle proteostasis. To enrich for causality, we refined this network by focusing on negatively associated, genetically regulated proteins, resulting in a 76-protein fingerprint of insulin resistance. We sought to perturb this network and restore insulin action with small molecules by integrating the Broad Institute Connectivity Map platform and in vitro assays of insulin action using the Prestwick chemical library. These complementary approaches identified the antibiotic thiostrepton as an insulin resistance reversal agent. Subsequent validation in ex vivo insulin-resistant mouse muscle and palmitate-induced insulin-resistant myotubes demonstrated potent insulin action restoration, potentially via upregulation of glycolysis. This work demonstrates the value of a drug-centric framework to validate systems-level analysis by identifying potential therapeutics for insulin resistance. eLife Sciences Publications, Ltd 2023-07-26 /pmc/articles/PMC10371229/ /pubmed/37494090 http://dx.doi.org/10.7554/eLife.86961 Text en © 2023, Masson et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Computational and Systems Biology Masson, Stewart WC Madsen, Søren Cooke, Kristen C Potter, Meg Vegas, Alexis Diaz Carroll, Luke Thillainadesan, Senthil Cutler, Harry B Walder, Ken R Cooney, Gregory J Morahan, Grant Stöckli, Jacqueline James, David E Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title | Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title_full | Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title_fullStr | Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title_full_unstemmed | Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title_short | Leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
title_sort | leveraging genetic diversity to identify small molecules that reverse mouse skeletal muscle insulin resistance |
topic | Computational and Systems Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10371229/ https://www.ncbi.nlm.nih.gov/pubmed/37494090 http://dx.doi.org/10.7554/eLife.86961 |
work_keys_str_mv | AT massonstewartwc leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT madsensøren leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT cookekristenc leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT pottermeg leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT vegasalexisdiaz leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT carrollluke leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT thillainadesansenthil leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT cutlerharryb leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT walderkenr leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT cooneygregoryj leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT morahangrant leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT stocklijacqueline leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance AT jamesdavide leveraginggeneticdiversitytoidentifysmallmoleculesthatreversemouseskeletalmuscleinsulinresistance |