Insulin genetic clusters and clinical outcomes in Hispanics/Latinos
Increased fasting insulin reflects insulin resistance and is as a precursor to type 2 diabetes and a risk factor for kidney, heart and liver diseases and mortality. Cluster-specific fasting insulin polygenic scores (PS) characterize insulin resistance mechanisms based on insulin-related genetic associations with metabolic traits, and they have not been evaluated for liver outcomes. We calculated seven previously developed FI cluster-specific PS, including non-diabetogenic (Preserved Insulin Secretion, Elevated Insulin Secretion, Proinsulin) and diabetogenic clusters (Adiposity-driven Hyperinsulinemia, Visceral Adiposity, Lipodystrophy, Liver/Lipid) in 12,631 participants of the Hispanic Community Healthy Study/Study of Latinos (HCHS/SOL), and tested their association with type 2 diabetes, cardiovascular, kidney and liver outcomes. We also tested the association of FI clusters with indices of insulin homeostasis in additional 1,316 Hispanic individuals. Among HCHS/SOL participants (mean age 46 years, 59% women, 20% with diabetes), we validated associations of FI cluster-specific PS and the 19 traits used to generate clusters. The Lipodystrophy cluster was associated with type 2 diabetes (p-value =3.5 x 10-5). In addition, the Adiposity-driven Hyperinsulinemia cluster was associated with the hepatic steatosis index (p-value = 2.2 x1017) and the fatty liver index (p-value = 1.7 x1014), while the Liver/Lipid cluster with liver fibrosis (p-value = 1.5 x104) and lower kidney function (p-value = 5.2 x 10-5). The non-diabetogenic Elevated Insulin Secretion cluster-specific PS was associated with the disposition index (p = 0.0015). These results support insulin resistance mechanisms implicated in type 2 diabetes, liver and kidney outcomes.
Authors
- Nora Franceschini (ORCID: https://orcid.org/0009-0001-8346-3662)
- Holly J. Mattix-Kramer
- Mark O. Goodarzi (ORCID: https://orcid.org/0000-0001-6364-5103)
- Kent D. Taylor (ORCID: https://orcid.org/0000-0002-2756-4370)
- Jerome I. Rotter (ORCID: https://orcid.org/0000-0001-7191-1723)
- Kaylia M. Reynolds (ORCID: https://orcid.org/0000-0001-8563-6339)
- Daniela Sotres‐Alvarez (ORCID: https://orcid.org/0000-0002-3226-6140)
- James Phillip Lash (ORCID: https://orcid.org/0000-0002-6580-4080)
- Linda C. Gallo (ORCID: https://orcid.org/0000-0002-3678-5888)
- Martha L. Daviglus (ORCID: https://orcid.org/0000-0002-6791-8727)
- Yii‐Der Ida Chen (ORCID: https://orcid.org/0000-0003-1741-3517)
- Andrew P. Morris (ORCID: https://orcid.org/0000-0002-6805-6014)
- Jianwen Cai (ORCID: https://orcid.org/0000-0002-4945-6733)
- Jinrui Cui
Institutions
- University of North Carolina at Chapel Hill (US)
- Cedars-Sinai Medical Center (US)
- Loyola University Chicago (US)
- San Diego State University (US)
- University of Manchester (GB)
- University of Illinois Chicago (US)
- Office of Minority Health (US)
- Harbor–UCLA Medical Center (US)
Publication Details
- Journal
- medRxiv
- Published
- 2026-11-05
- DOI
- https://doi.org/10.64898/2026.11.03.26367229
- Primary Topic
- Genetic Associations and Epidemiology
- Type
- preprint