Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy
DeForest N., Wang Y., Zhu Z., Dron JS., Koesterer R., Natarajan P.
Cohort Study on Type 2 Diabetes, published in Nat Commun (2024) — summary generated from the PubMed abstract.
Early human evidence such as case series or small samples is exploring possible benefits.
- Level A · Stronger Clinical Evidence
- Level B · Emerging clinical evidence with positive signals
- Level C · Early human research exploring benefits
- Level D · Scientific groundwork from lab and animal studies
- Emerging · Emerging topic under active research
This page is generated from the PubMed record. The Thai description is an automated summary of bibliographic fields and the abstract, not a full translation, and is not medical advice.
- Study type
- Cohort Study
- Journal
- Nat Commun (2024)
- Reported sample size
- —
- Source database
- Europe PMC
- PMID
- 39277575
- PMCID
- PMC11401929
- DOI
- 10.1038/s41467-024-52105-y
- Citations
- 12
Abstract (original English)
Insulin resistance causes multiple epidemic metabolic diseases, including type 2 diabetes, cardiovascular disease, and fatty liver, but is not routinely measured in epidemiological studies. To discover novel insulin resistance genes in the general population, we conducted genome-wide association studies in 382,129 individuals for triglyceride to HDL-cholesterol ratio (TG/HDL), a surrogate marker of insulin resistance calculable from commonly measured serum lipid profiles. We identified 251 independent loci, of which 62 were more strongly associated with TG/HDL compared to TG or HDL alone, suggesting them as insulin resistance loci. Candidate causal genes at these loci were prioritized by fine mapping with directions-of-effect and tissue specificity annotated through analysis of protein coding and expression quantitative trait variation. Directions-of-effect were corroborated in an independent cohort of individuals with directly measured insulin resistance. We highlight two phospholipase encoding genes, PLA2G12A and PLA2G6, which liberate arachidonic acid and improve insulin sensitivity, and VGLL3, a transcriptional co-factor that increases insulin resistance partially through enhanced adiposity. Finally, we implicate the anti-apoptotic gene TNFAIP8 as a sex-dimorphic insulin resistance factor, which acts by increasing visceral adiposity, specifically in females. In summary, our
What this study does not prove
- • This study does not prove SVF is an approved treatment or a replacement for standard care.
Evidence level
Early human evidence such as case series or small samples is exploring possible benefits.
How we grade evidenceBrowse all related research
Filter the research library by this study's title keywords, author, or publication year.
Related research
- Level ASystematic ReviewEurope PMC
The Influence of GLP-1 Agonists on Human Mesenchymal Stem Cells: A Systematic Review
Systematic Review on Type 2 Diabetes, published in Stem Cell Rev Rep (2026) — summary generated from the PubMed abstract.
- 2026
Stem Cell Rev Rep2 citations - Level ASystematic ReviewEurope PMC
Dedifferentiation of Mature Adipocytes and Their Future Potential for Regenerative Medicine Applications
Systematic Review on Type 2 Diabetes, Chronic Wound, published in Biomedicines (2026) — summary generated from the PubMed abstract.
- 2026
Biomedicines - Level ASystematic ReviewEurope PMC
Consolidating Clinical Insights and Uncovering Novel Regulatory Mechanisms of Exosomal MicroRNAs in Obesity and Metabolic Dysfunction Associated Steatotic Liver Disease: A Systematic Review and Bioinformatics Analysis
Systematic Review on Type 2 Diabetes, Chronic Inflammation, published in Food Sci Nutr (2026) — summary generated from the PubMed abstract.
- 2026
Food Sci Nutr - Level AMeta-analysisEurope PMC
Autologous and allogeneic mesenchymal stem cell-based therapies for diabetes mellitus: A systematic review and meta-analysis
Meta-analysis on Type 2 Diabetes, Immune Modulation, published in World J Stem Cells (2025) — summary generated from the PubMed abstract.
- 2025
World J Stem Cells1 citations - Level ASystematic ReviewPubMed
Systematic Review: Exosomes as Molecular Messengers in the Development of Obesity-Related Complications in Children.
Systematic Review on Type 2 Diabetes, published in Curr Issues Mol Biol (2025) — summary generated from the PubMed abstract.
- 2025
Curr Issues Mol Biol - Level AMeta-analysisEurope PMC
Thiamine as a putative natural modulator of PPARγ: exploring a nutrient-based approach for type 2 diabetes
Meta-analysis on Type 2 Diabetes, published in Front Pharmacol (2025) — summary generated from the PubMed abstract.
- 2025
Front Pharmacol