TY - JOUR
T1 - Genome-Wide Association Analysis of Pancreatic Beta-Cell Glucose Sensitivity
AU - Deshmukh, Harshal A.
AU - Madsen, Anne Lundager
AU - Viñuela, Ana
AU - Have, Christian Theil
AU - Grarup, Niels
AU - Tura, Andrea
AU - Mahajan, Anubha
AU - Heggie, Alison J.
AU - Koivula, Robert W.
AU - De Masi, Federico
AU - Tsirigos, Konstantinos K.
AU - Linneberg, Allan
AU - Drivsholm, Thomas
AU - Pedersen, Oluf
AU - Sørensen, Thorkild I.A.
AU - Astrup, Arne
AU - Gjesing, Anette A.P.
AU - Pavo, Imre
AU - Wood, Andrew R.
AU - Ruetten, Hartmut
AU - Jones, Angus G.
AU - Koopman, Anitra D.M.
AU - Cederberg, Henna
AU - Rutters, Femke
AU - Ridderstrale, Martin
AU - Laakso, Markku
AU - McCarthy, Mark I.
AU - Frayling, Tim M.
AU - Ferrannini, Ele
AU - Franks, Paul W.
AU - Pearson, Ewan R.
AU - Mari, Andrea
AU - Hansen, Torben
AU - Walker, Mark
PY - 2021
Y1 - 2021
N2 - CONTEXT: Pancreatic beta-cell glucose sensitivity is the slope of the plasma glucose-insulin secretion relationship and is a key predictor of deteriorating glucose tolerance and development of type 2 diabetes. However, there are no large-scale studies looking at the genetic determinants of beta-cell glucose sensitivity. OBJECTIVE: To understand the genetic determinants of pancreatic beta-cell glucose sensitivity using genome-wide meta-analysis and candidate gene studies. DESIGN: We performed a genome-wide meta-analysis for beta-cell glucose sensitivity in subjects with type 2 diabetes and nondiabetic subjects from 6 independent cohorts (n = 5706). Beta-cell glucose sensitivity was calculated from mixed meal and oral glucose tolerance tests, and its associations between known glycemia-related single nucleotide polymorphisms (SNPs) and genome-wide association study (GWAS) SNPs were estimated using linear regression models. RESULTS: Beta-cell glucose sensitivity was moderately heritable (h2 ranged from 34% to 55%) using SNP and family-based analyses. GWAS meta-analysis identified multiple correlated SNPs in the CDKAL1 gene and GIPR-QPCTL gene loci that reached genome-wide significance, with SNP rs2238691 in GIPR-QPCTL (P value = 2.64 × 10-9) and rs9368219 in the CDKAL1 (P value = 3.15 × 10-9) showing the strongest association with beta-cell glucose sensitivity. These loci surpassed genome-wide significance when the GWAS meta-analysis was repeated after exclusion of the diabetic subjects. After correction for multiple testing, glycemia-associated SNPs in or near the HHEX and IGF2B2 loci were also associated with beta-cell glucose sensitivity. CONCLUSION: We show that, variation at the GIPR-QPCTL and CDKAL1 loci are key determinants of pancreatic beta-cell glucose sensitivity.
AB - CONTEXT: Pancreatic beta-cell glucose sensitivity is the slope of the plasma glucose-insulin secretion relationship and is a key predictor of deteriorating glucose tolerance and development of type 2 diabetes. However, there are no large-scale studies looking at the genetic determinants of beta-cell glucose sensitivity. OBJECTIVE: To understand the genetic determinants of pancreatic beta-cell glucose sensitivity using genome-wide meta-analysis and candidate gene studies. DESIGN: We performed a genome-wide meta-analysis for beta-cell glucose sensitivity in subjects with type 2 diabetes and nondiabetic subjects from 6 independent cohorts (n = 5706). Beta-cell glucose sensitivity was calculated from mixed meal and oral glucose tolerance tests, and its associations between known glycemia-related single nucleotide polymorphisms (SNPs) and genome-wide association study (GWAS) SNPs were estimated using linear regression models. RESULTS: Beta-cell glucose sensitivity was moderately heritable (h2 ranged from 34% to 55%) using SNP and family-based analyses. GWAS meta-analysis identified multiple correlated SNPs in the CDKAL1 gene and GIPR-QPCTL gene loci that reached genome-wide significance, with SNP rs2238691 in GIPR-QPCTL (P value = 2.64 × 10-9) and rs9368219 in the CDKAL1 (P value = 3.15 × 10-9) showing the strongest association with beta-cell glucose sensitivity. These loci surpassed genome-wide significance when the GWAS meta-analysis was repeated after exclusion of the diabetic subjects. After correction for multiple testing, glycemia-associated SNPs in or near the HHEX and IGF2B2 loci were also associated with beta-cell glucose sensitivity. CONCLUSION: We show that, variation at the GIPR-QPCTL and CDKAL1 loci are key determinants of pancreatic beta-cell glucose sensitivity.
KW - beta-cell function
KW - diabetes progression
KW - Glucose intolerance
KW - incretin
KW - mathematical model
U2 - 10.1210/clinem/dgaa653
DO - 10.1210/clinem/dgaa653
M3 - Article
C2 - 32944759
AN - SCOPUS:85099072735
SN - 1945-7197
VL - 106
SP - 80
EP - 90
JO - The Journal of clinical endocrinology and metabolism
JF - The Journal of clinical endocrinology and metabolism
IS - 1
ER -