Cargando…

Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program

OBJECTIVE: Over 30 loci have been associated with risk of type 2 diabetes at genome-wide statistical significance. Genetic risk scores (GRSs) developed from these loci predict diabetes in the general population. We tested if a GRS based on an updated list of 34 type 2 diabetes–associated loci predic...

Descripción completa

Detalles Bibliográficos
Autores principales: Hivert, Marie-France, Jablonski, Kathleen A., Perreault, Leigh, Saxena, Richa, McAteer, Jarred B., Franks, Paul W., Hamman, Richard F., Kahn, Steven E., Haffner, Steven, Meigs, James B., Altshuler, David, Knowler, William C., Florez, Jose C.
Formato: Texto
Lenguaje:English
Publicado: American Diabetes Association 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3064108/
https://www.ncbi.nlm.nih.gov/pubmed/21378175
http://dx.doi.org/10.2337/db10-1119
_version_ 1782200877958823936
author Hivert, Marie-France
Jablonski, Kathleen A.
Perreault, Leigh
Saxena, Richa
McAteer, Jarred B.
Franks, Paul W.
Hamman, Richard F.
Kahn, Steven E.
Haffner, Steven
Meigs, James B.
Altshuler, David
Knowler, William C.
Florez, Jose C.
author_facet Hivert, Marie-France
Jablonski, Kathleen A.
Perreault, Leigh
Saxena, Richa
McAteer, Jarred B.
Franks, Paul W.
Hamman, Richard F.
Kahn, Steven E.
Haffner, Steven
Meigs, James B.
Altshuler, David
Knowler, William C.
Florez, Jose C.
author_sort Hivert, Marie-France
collection PubMed
description OBJECTIVE: Over 30 loci have been associated with risk of type 2 diabetes at genome-wide statistical significance. Genetic risk scores (GRSs) developed from these loci predict diabetes in the general population. We tested if a GRS based on an updated list of 34 type 2 diabetes–associated loci predicted progression to diabetes or regression toward normal glucose regulation (NGR) in the Diabetes Prevention Program (DPP). RESEARCH DESIGN AND METHODS: We genotyped 34 type 2 diabetes–associated variants in 2,843 DPP participants at high risk of type 2 diabetes from five ethnic groups representative of the U.S. population, who had been randomized to placebo, metformin, or lifestyle intervention. We built a GRS by weighting each risk allele by its reported effect size on type 2 diabetes risk and summing these values. We tested its ability to predict diabetes incidence or regression to NGR in models adjusted for age, sex, ethnicity, waist circumference, and treatment assignment. RESULTS: In multivariate-adjusted models, the GRS was significantly associated with increased risk of progression to diabetes (hazard ratio [HR] = 1.02 per risk allele [95% CI 1.00–1.05]; P = 0.03) and a lower probability of regression to NGR (HR = 0.95 per risk allele [95% CI 0.93–0.98]; P < 0.0001). At baseline, a higher GRS was associated with a lower insulinogenic index (P < 0.001), confirming an impairment in β-cell function. We detected no significant interaction between GRS and treatment, but the lifestyle intervention was effective in the highest quartile of GRS (P < 0.0001). CONCLUSIONS: A high GRS is associated with increased risk of developing diabetes and lower probability of returning to NGR in high-risk individuals, but a lifestyle intervention attenuates this risk.
format Text
id pubmed-3064108
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher American Diabetes Association
record_format MEDLINE/PubMed
spelling pubmed-30641082012-04-01 Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program Hivert, Marie-France Jablonski, Kathleen A. Perreault, Leigh Saxena, Richa McAteer, Jarred B. Franks, Paul W. Hamman, Richard F. Kahn, Steven E. Haffner, Steven Meigs, James B. Altshuler, David Knowler, William C. Florez, Jose C. Diabetes Genetics OBJECTIVE: Over 30 loci have been associated with risk of type 2 diabetes at genome-wide statistical significance. Genetic risk scores (GRSs) developed from these loci predict diabetes in the general population. We tested if a GRS based on an updated list of 34 type 2 diabetes–associated loci predicted progression to diabetes or regression toward normal glucose regulation (NGR) in the Diabetes Prevention Program (DPP). RESEARCH DESIGN AND METHODS: We genotyped 34 type 2 diabetes–associated variants in 2,843 DPP participants at high risk of type 2 diabetes from five ethnic groups representative of the U.S. population, who had been randomized to placebo, metformin, or lifestyle intervention. We built a GRS by weighting each risk allele by its reported effect size on type 2 diabetes risk and summing these values. We tested its ability to predict diabetes incidence or regression to NGR in models adjusted for age, sex, ethnicity, waist circumference, and treatment assignment. RESULTS: In multivariate-adjusted models, the GRS was significantly associated with increased risk of progression to diabetes (hazard ratio [HR] = 1.02 per risk allele [95% CI 1.00–1.05]; P = 0.03) and a lower probability of regression to NGR (HR = 0.95 per risk allele [95% CI 0.93–0.98]; P < 0.0001). At baseline, a higher GRS was associated with a lower insulinogenic index (P < 0.001), confirming an impairment in β-cell function. We detected no significant interaction between GRS and treatment, but the lifestyle intervention was effective in the highest quartile of GRS (P < 0.0001). CONCLUSIONS: A high GRS is associated with increased risk of developing diabetes and lower probability of returning to NGR in high-risk individuals, but a lifestyle intervention attenuates this risk. American Diabetes Association 2011-04 2011-03-22 /pmc/articles/PMC3064108/ /pubmed/21378175 http://dx.doi.org/10.2337/db10-1119 Text en © 2011 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.
spellingShingle Genetics
Hivert, Marie-France
Jablonski, Kathleen A.
Perreault, Leigh
Saxena, Richa
McAteer, Jarred B.
Franks, Paul W.
Hamman, Richard F.
Kahn, Steven E.
Haffner, Steven
Meigs, James B.
Altshuler, David
Knowler, William C.
Florez, Jose C.
Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title_full Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title_fullStr Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title_full_unstemmed Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title_short Updated Genetic Score Based on 34 Confirmed Type 2 Diabetes Loci Is Associated With Diabetes Incidence and Regression to Normoglycemia in the Diabetes Prevention Program
title_sort updated genetic score based on 34 confirmed type 2 diabetes loci is associated with diabetes incidence and regression to normoglycemia in the diabetes prevention program
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3064108/
https://www.ncbi.nlm.nih.gov/pubmed/21378175
http://dx.doi.org/10.2337/db10-1119
work_keys_str_mv AT hivertmariefrance updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT jablonskikathleena updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT perreaultleigh updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT saxenaricha updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT mcateerjarredb updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT frankspaulw updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT hammanrichardf updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT kahnstevene updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT haffnersteven updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT meigsjamesb updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT altshulerdavid updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT knowlerwilliamc updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT florezjosec updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram
AT updatedgeneticscorebasedon34confirmedtype2diabeteslociisassociatedwithdiabetesincidenceandregressiontonormoglycemiainthediabetespreventionprogram