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.

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Journal
medRxiv
Published
2026-11-05
DOI
https://doi.org/10.64898/2026.11.03.26367229
Primary Topic
Genetic Associations and Epidemiology
Type
preprint
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preprint

Insulin genetic clusters and clinical outcomes in Hispanics/Latinos

Nora Franceschini, Holly J. Mattix-Kramer, Mark O. Goodarzi, Kent D. Taylor et al.
medRxiv
Genetic Associations and Epidemiology
preprint

Insulin genetic clusters and clinical outcomes in Hispanics/Latinos

Nora Franceschini, Holly J. Mattix-Kramer, Mark O. Goodarzi, Kent D. Taylor, Jerome I. Rotter, Kaylia M. Reynolds, Daniela Sotres‐Alvarez, James Phillip Lash, Linda C. Gallo, Martha L. Daviglus, Yii‐Der Ida Chen, Andrew P. Morris, Jianwen Cai, Jinrui Cui
preprint en

Abstract

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.

medRxiv
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)
Genetic Associations and Epidemiology
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