Whole Genome Sequence Association Analysis of Fasting Glucose and Fasting Insulin Levels in Diverse Cohorts from the NHLBI TOPMed Program
DANIEL A. DICORPOiD, Sheila M. GaynoriD, Emily M. RusselliD, Kenneth E. WestermaniD, Laura M. RaffieldiD, Timothy D. MajarianiD, Peitao Wu, Chloé SarnowskiiD, Heather M. HighlandiD, Anne JacksoniD, Natalie R. HasbaniiD, Paul S. de VriesiD, Jennifer A. BrodyiD, Bertha HidalgoiD, Xiuqing GuoiD, James A. PerryiD, Jeffrey R. O’ConnelliD, Samantha LentiD, May E. MontasseriD, Brian E. CadeiD, Deepti JainiD, Heming WangiD, Ricardo D’Oliveira AlbanusiD, Arushi VarshneyiD, Lisa R. YanekiD, , Alisa Knodle ManningiD
Abstract
The genetic determinants of fasting glucose (FG) and fasting insulin (FI) have been studied mostly through genome and exome arrays, resulting in over 100 associated variants. We extended this work with a high-coverage whole genome sequencing (WGS) analysis from fifteen cohorts in the NHLBI Trans-Omics for Precision Medicine (TOPMed) program. More than 23,000 non-diabetic individuals from five self-reported race/ethnicities (African, Asian, European, Hispanic and Samoan) were included for each trait. We analyzed 60M variants in race/ethnicity-specific and pooled single variant and rare variant aggregate tests. Twenty-two variants across sixteen gene regions were found significantly associated with FG or FI, eight of which were rare (Minor Allele Frequency, MAF<0.05). Functional annotation from resources including the Diabetes Epigenome Atlas were compiled for each signal (chromatin states, annotation principal components, and others) to elucidate variant-to-function hypotheses. Near the G6PC2 locus we identified a distinct FG signal at rare variant rs2232326 (MAF=0.01) after conditioning on known common variants. Functional annotations show rs2232326 to be disruptive and likely damaging while being weakly transcribed in islets. A pair of FG-associated variants were identified near the SLC30A8 locus. These variants, one of which was rare (MAF=0.001) and Asian race/ethnicity-specific, were shown to be in islet-specific active enhancer regions. Other associated regions include rare variants near ROBO1 and PTPRT, and common variants near MTNR1B, GCK, GCKR, FOXA2, APOB, TCF7L2, and ADCY5. We provide a catalog of nucleotide-resolution genomic variation spanning intergenic and intronic regions down to a minor allele count of 20, creating a foundation for future sequencing-based investigation of glycemic traits.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 22
- FWCI
- 2.11
- Field percentile
- top 12%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Tissue-Specific Alteration of Metabolic Pathways Influences Glycemic Regulation
Natasha Hui Jin Ng, Sara M. Willems, … Abbas Dehghan·bioRxiv·Oct 3, 2019
- Combining functional annotation and multi-trait fine-mapping methods improves fine-mapping resolution at glycaemic trait loci
Jana Soenksen, Ji Chen, … Inês Barroso·Human Molecular GeneticsPeer-reviewed·Nov 18, 2025
- Random glucose GWAS in 493,036 individuals provides insights into diabetes pathophysiology, complications and treatment stratification
Vasiliki Lagou, Longda Jiang, … Inga Prokopenko·medRxiv·Apr 17, 2021
- Investigating gene-diet interactions impacting the association between macronutrient intake and glycemic traits
Kenneth E. Westerman, Maura E. Walker, … Alisa Knodle Manning·DiabetesPeer-reviewed·Feb 15, 2023
- Gene-level analysis of rare variants in 363,977 whole exome sequences identifies an association of GIGYF1 loss of function with type 2 diabetes
Aimée M. Deaton, Margaret M. Parker, … Paul Nioi·medRxiv·Jan 19, 2021
- Genetics of fasting indices of glucose homeostasis using GWIS unravels tight relationships with inflammatory markers
Iryna O. Fedko, Michel Guillaume Nivard, … Dorret Irene Boomsma·bioRxiv·Dec 28, 2018