Cargando…

Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes

OBJECTIVE: Proinsulin is a precursor of mature insulin and C-peptide. Higher circulating proinsulin levels are associated with impaired β-cell function, raised glucose levels, insulin resistance, and type 2 diabetes (T2D). Studies of the insulin processing pathway could provide new insights about T2...

Descripción completa

Detalles Bibliográficos
Autores principales: Strawbridge, Rona J., Dupuis, Josée, Prokopenko, Inga, Barker, Adam, Ahlqvist, Emma, Rybin, Denis, Petrie, John R., Travers, Mary E., Bouatia-Naji, Nabila, Dimas, Antigone S., Nica, Alexandra, Wheeler, Eleanor, Chen, Han, Voight, Benjamin F., Taneera, Jalal, Kanoni, Stavroula, Peden, John F., Turrini, Fabiola, Gustafsson, Stefan, Zabena, Carina, Almgren, Peter, Barker, David J.P., Barnes, Daniel, Dennison, Elaine M., Eriksson, Johan G., Eriksson, Per, Eury, Elodie, Folkersen, Lasse, Fox, Caroline S., Frayling, Timothy M., Goel, Anuj, Gu, Harvest F., Horikoshi, Momoko, Isomaa, Bo, Jackson, Anne U., Jameson, Karen A., Kajantie, Eero, Kerr-Conte, Julie, Kuulasmaa, Teemu, Kuusisto, Johanna, Loos, Ruth J.F., Luan, Jian'an, Makrilakis, Konstantinos, Manning, Alisa K., Martínez-Larrad, María Teresa, Narisu, Narisu, Nastase Mannila, Maria, Öhrvik, John, Osmond, Clive, Pascoe, Laura, Payne, Felicity, Sayer, Avan A., Sennblad, Bengt, Silveira, Angela, Stančáková, Alena, Stirrups, Kathy, Swift, Amy J., Syvänen, Ann-Christine, Tuomi, Tiinamaija, van 't Hooft, Ferdinand M., Walker, Mark, Weedon, Michael N., Xie, Weijia, Zethelius, Björn, Ongen, Halit, Mälarstig, Anders, Hopewell, Jemma C., Saleheen, Danish, Chambers, John, Parish, Sarah, Danesh, John, Kooner, Jaspal, Östenson, Claes-Göran, Lind, Lars, Cooper, Cyrus C., Serrano-Ríos, Manuel, Ferrannini, Ele, Forsen, Tom J., Clarke, Robert, Franzosi, Maria Grazia, Seedorf, Udo, Watkins, Hugh, Froguel, Philippe, Johnson, Paul, Deloukas, Panos, Collins, Francis S., Laakso, Markku, Dermitzakis, Emmanouil T., Boehnke, Michael, McCarthy, Mark I., Wareham, Nicholas J., Groop, Leif, Pattou, François, Gloyn, Anna L., Dedoussis, George V., Lyssenko, Valeriya, Meigs, James B., Barroso, Inês, Watanabe, Richard M., Ingelsson, Erik, Langenberg, Claudia, Hamsten, Anders, Florez, Jose C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178302/
https://www.ncbi.nlm.nih.gov/pubmed/21873549
http://dx.doi.org/10.2337/db11-0415
_version_ 1782212382718689280
author Strawbridge, Rona J.
Dupuis, Josée
Prokopenko, Inga
Barker, Adam
Ahlqvist, Emma
Rybin, Denis
Petrie, John R.
Travers, Mary E.
Bouatia-Naji, Nabila
Dimas, Antigone S.
Nica, Alexandra
Wheeler, Eleanor
Chen, Han
Voight, Benjamin F.
Taneera, Jalal
Kanoni, Stavroula
Peden, John F.
Turrini, Fabiola
Gustafsson, Stefan
Zabena, Carina
Almgren, Peter
Barker, David J.P.
Barnes, Daniel
Dennison, Elaine M.
Eriksson, Johan G.
Eriksson, Per
Eury, Elodie
Folkersen, Lasse
Fox, Caroline S.
Frayling, Timothy M.
Goel, Anuj
Gu, Harvest F.
Horikoshi, Momoko
Isomaa, Bo
Jackson, Anne U.
Jameson, Karen A.
Kajantie, Eero
Kerr-Conte, Julie
Kuulasmaa, Teemu
Kuusisto, Johanna
Loos, Ruth J.F.
Luan, Jian'an
Makrilakis, Konstantinos
Manning, Alisa K.
Martínez-Larrad, María Teresa
Narisu, Narisu
Nastase Mannila, Maria
Öhrvik, John
Osmond, Clive
Pascoe, Laura
Payne, Felicity
Sayer, Avan A.
Sennblad, Bengt
Silveira, Angela
Stančáková, Alena
Stirrups, Kathy
Swift, Amy J.
Syvänen, Ann-Christine
Tuomi, Tiinamaija
van 't Hooft, Ferdinand M.
Walker, Mark
Weedon, Michael N.
Xie, Weijia
Zethelius, Björn
Ongen, Halit
Mälarstig, Anders
Hopewell, Jemma C.
Saleheen, Danish
Chambers, John
Parish, Sarah
Danesh, John
Kooner, Jaspal
Östenson, Claes-Göran
Lind, Lars
Cooper, Cyrus C.
Serrano-Ríos, Manuel
Ferrannini, Ele
Forsen, Tom J.
Clarke, Robert
Franzosi, Maria Grazia
Seedorf, Udo
Watkins, Hugh
Froguel, Philippe
Johnson, Paul
Deloukas, Panos
Collins, Francis S.
Laakso, Markku
Dermitzakis, Emmanouil T.
Boehnke, Michael
McCarthy, Mark I.
Wareham, Nicholas J.
Groop, Leif
Pattou, François
Gloyn, Anna L.
Dedoussis, George V.
Lyssenko, Valeriya
Meigs, James B.
Barroso, Inês
Watanabe, Richard M.
Ingelsson, Erik
Langenberg, Claudia
Hamsten, Anders
Florez, Jose C.
author_facet Strawbridge, Rona J.
Dupuis, Josée
Prokopenko, Inga
Barker, Adam
Ahlqvist, Emma
Rybin, Denis
Petrie, John R.
Travers, Mary E.
Bouatia-Naji, Nabila
Dimas, Antigone S.
Nica, Alexandra
Wheeler, Eleanor
Chen, Han
Voight, Benjamin F.
Taneera, Jalal
Kanoni, Stavroula
Peden, John F.
Turrini, Fabiola
Gustafsson, Stefan
Zabena, Carina
Almgren, Peter
Barker, David J.P.
Barnes, Daniel
Dennison, Elaine M.
Eriksson, Johan G.
Eriksson, Per
Eury, Elodie
Folkersen, Lasse
Fox, Caroline S.
Frayling, Timothy M.
Goel, Anuj
Gu, Harvest F.
Horikoshi, Momoko
Isomaa, Bo
Jackson, Anne U.
Jameson, Karen A.
Kajantie, Eero
Kerr-Conte, Julie
Kuulasmaa, Teemu
Kuusisto, Johanna
Loos, Ruth J.F.
Luan, Jian'an
Makrilakis, Konstantinos
Manning, Alisa K.
Martínez-Larrad, María Teresa
Narisu, Narisu
Nastase Mannila, Maria
Öhrvik, John
Osmond, Clive
Pascoe, Laura
Payne, Felicity
Sayer, Avan A.
Sennblad, Bengt
Silveira, Angela
Stančáková, Alena
Stirrups, Kathy
Swift, Amy J.
Syvänen, Ann-Christine
Tuomi, Tiinamaija
van 't Hooft, Ferdinand M.
Walker, Mark
Weedon, Michael N.
Xie, Weijia
Zethelius, Björn
Ongen, Halit
Mälarstig, Anders
Hopewell, Jemma C.
Saleheen, Danish
Chambers, John
Parish, Sarah
Danesh, John
Kooner, Jaspal
Östenson, Claes-Göran
Lind, Lars
Cooper, Cyrus C.
Serrano-Ríos, Manuel
Ferrannini, Ele
Forsen, Tom J.
Clarke, Robert
Franzosi, Maria Grazia
Seedorf, Udo
Watkins, Hugh
Froguel, Philippe
Johnson, Paul
Deloukas, Panos
Collins, Francis S.
Laakso, Markku
Dermitzakis, Emmanouil T.
Boehnke, Michael
McCarthy, Mark I.
Wareham, Nicholas J.
Groop, Leif
Pattou, François
Gloyn, Anna L.
Dedoussis, George V.
Lyssenko, Valeriya
Meigs, James B.
Barroso, Inês
Watanabe, Richard M.
Ingelsson, Erik
Langenberg, Claudia
Hamsten, Anders
Florez, Jose C.
author_sort Strawbridge, Rona J.
collection PubMed
description OBJECTIVE: Proinsulin is a precursor of mature insulin and C-peptide. Higher circulating proinsulin levels are associated with impaired β-cell function, raised glucose levels, insulin resistance, and type 2 diabetes (T2D). Studies of the insulin processing pathway could provide new insights about T2D pathophysiology. RESEARCH DESIGN AND METHODS: We have conducted a meta-analysis of genome-wide association tests of ∼2.5 million genotyped or imputed single nucleotide polymorphisms (SNPs) and fasting proinsulin levels in 10,701 nondiabetic adults of European ancestry, with follow-up of 23 loci in up to 16,378 individuals, using additive genetic models adjusted for age, sex, fasting insulin, and study-specific covariates. RESULTS: Nine SNPs at eight loci were associated with proinsulin levels (P < 5 × 10(−8)). Two loci (LARP6 and SGSM2) have not been previously related to metabolic traits, one (MADD) has been associated with fasting glucose, one (PCSK1) has been implicated in obesity, and four (TCF7L2, SLC30A8, VPS13C/C2CD4A/B, and ARAP1, formerly CENTD2) increase T2D risk. The proinsulin-raising allele of ARAP1 was associated with a lower fasting glucose (P = 1.7 × 10(−4)), improved β-cell function (P = 1.1 × 10(−5)), and lower risk of T2D (odds ratio 0.88; P = 7.8 × 10(−6)). Notably, PCSK1 encodes the protein prohormone convertase 1/3, the first enzyme in the insulin processing pathway. A genotype score composed of the nine proinsulin-raising alleles was not associated with coronary disease in two large case-control datasets. CONCLUSIONS: We have identified nine genetic variants associated with fasting proinsulin. Our findings illuminate the biology underlying glucose homeostasis and T2D development in humans and argue against a direct role of proinsulin in coronary artery disease pathogenesis.
format Online
Article
Text
id pubmed-3178302
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher American Diabetes Association
record_format MEDLINE/PubMed
spelling pubmed-31783022012-10-01 Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes Strawbridge, Rona J. Dupuis, Josée Prokopenko, Inga Barker, Adam Ahlqvist, Emma Rybin, Denis Petrie, John R. Travers, Mary E. Bouatia-Naji, Nabila Dimas, Antigone S. Nica, Alexandra Wheeler, Eleanor Chen, Han Voight, Benjamin F. Taneera, Jalal Kanoni, Stavroula Peden, John F. Turrini, Fabiola Gustafsson, Stefan Zabena, Carina Almgren, Peter Barker, David J.P. Barnes, Daniel Dennison, Elaine M. Eriksson, Johan G. Eriksson, Per Eury, Elodie Folkersen, Lasse Fox, Caroline S. Frayling, Timothy M. Goel, Anuj Gu, Harvest F. Horikoshi, Momoko Isomaa, Bo Jackson, Anne U. Jameson, Karen A. Kajantie, Eero Kerr-Conte, Julie Kuulasmaa, Teemu Kuusisto, Johanna Loos, Ruth J.F. Luan, Jian'an Makrilakis, Konstantinos Manning, Alisa K. Martínez-Larrad, María Teresa Narisu, Narisu Nastase Mannila, Maria Öhrvik, John Osmond, Clive Pascoe, Laura Payne, Felicity Sayer, Avan A. Sennblad, Bengt Silveira, Angela Stančáková, Alena Stirrups, Kathy Swift, Amy J. Syvänen, Ann-Christine Tuomi, Tiinamaija van 't Hooft, Ferdinand M. Walker, Mark Weedon, Michael N. Xie, Weijia Zethelius, Björn Ongen, Halit Mälarstig, Anders Hopewell, Jemma C. Saleheen, Danish Chambers, John Parish, Sarah Danesh, John Kooner, Jaspal Östenson, Claes-Göran Lind, Lars Cooper, Cyrus C. Serrano-Ríos, Manuel Ferrannini, Ele Forsen, Tom J. Clarke, Robert Franzosi, Maria Grazia Seedorf, Udo Watkins, Hugh Froguel, Philippe Johnson, Paul Deloukas, Panos Collins, Francis S. Laakso, Markku Dermitzakis, Emmanouil T. Boehnke, Michael McCarthy, Mark I. Wareham, Nicholas J. Groop, Leif Pattou, François Gloyn, Anna L. Dedoussis, George V. Lyssenko, Valeriya Meigs, James B. Barroso, Inês Watanabe, Richard M. Ingelsson, Erik Langenberg, Claudia Hamsten, Anders Florez, Jose C. Diabetes Genetics OBJECTIVE: Proinsulin is a precursor of mature insulin and C-peptide. Higher circulating proinsulin levels are associated with impaired β-cell function, raised glucose levels, insulin resistance, and type 2 diabetes (T2D). Studies of the insulin processing pathway could provide new insights about T2D pathophysiology. RESEARCH DESIGN AND METHODS: We have conducted a meta-analysis of genome-wide association tests of ∼2.5 million genotyped or imputed single nucleotide polymorphisms (SNPs) and fasting proinsulin levels in 10,701 nondiabetic adults of European ancestry, with follow-up of 23 loci in up to 16,378 individuals, using additive genetic models adjusted for age, sex, fasting insulin, and study-specific covariates. RESULTS: Nine SNPs at eight loci were associated with proinsulin levels (P < 5 × 10(−8)). Two loci (LARP6 and SGSM2) have not been previously related to metabolic traits, one (MADD) has been associated with fasting glucose, one (PCSK1) has been implicated in obesity, and four (TCF7L2, SLC30A8, VPS13C/C2CD4A/B, and ARAP1, formerly CENTD2) increase T2D risk. The proinsulin-raising allele of ARAP1 was associated with a lower fasting glucose (P = 1.7 × 10(−4)), improved β-cell function (P = 1.1 × 10(−5)), and lower risk of T2D (odds ratio 0.88; P = 7.8 × 10(−6)). Notably, PCSK1 encodes the protein prohormone convertase 1/3, the first enzyme in the insulin processing pathway. A genotype score composed of the nine proinsulin-raising alleles was not associated with coronary disease in two large case-control datasets. CONCLUSIONS: We have identified nine genetic variants associated with fasting proinsulin. Our findings illuminate the biology underlying glucose homeostasis and T2D development in humans and argue against a direct role of proinsulin in coronary artery disease pathogenesis. American Diabetes Association 2011-10 2011-09-16 /pmc/articles/PMC3178302/ /pubmed/21873549 http://dx.doi.org/10.2337/db11-0415 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
Strawbridge, Rona J.
Dupuis, Josée
Prokopenko, Inga
Barker, Adam
Ahlqvist, Emma
Rybin, Denis
Petrie, John R.
Travers, Mary E.
Bouatia-Naji, Nabila
Dimas, Antigone S.
Nica, Alexandra
Wheeler, Eleanor
Chen, Han
Voight, Benjamin F.
Taneera, Jalal
Kanoni, Stavroula
Peden, John F.
Turrini, Fabiola
Gustafsson, Stefan
Zabena, Carina
Almgren, Peter
Barker, David J.P.
Barnes, Daniel
Dennison, Elaine M.
Eriksson, Johan G.
Eriksson, Per
Eury, Elodie
Folkersen, Lasse
Fox, Caroline S.
Frayling, Timothy M.
Goel, Anuj
Gu, Harvest F.
Horikoshi, Momoko
Isomaa, Bo
Jackson, Anne U.
Jameson, Karen A.
Kajantie, Eero
Kerr-Conte, Julie
Kuulasmaa, Teemu
Kuusisto, Johanna
Loos, Ruth J.F.
Luan, Jian'an
Makrilakis, Konstantinos
Manning, Alisa K.
Martínez-Larrad, María Teresa
Narisu, Narisu
Nastase Mannila, Maria
Öhrvik, John
Osmond, Clive
Pascoe, Laura
Payne, Felicity
Sayer, Avan A.
Sennblad, Bengt
Silveira, Angela
Stančáková, Alena
Stirrups, Kathy
Swift, Amy J.
Syvänen, Ann-Christine
Tuomi, Tiinamaija
van 't Hooft, Ferdinand M.
Walker, Mark
Weedon, Michael N.
Xie, Weijia
Zethelius, Björn
Ongen, Halit
Mälarstig, Anders
Hopewell, Jemma C.
Saleheen, Danish
Chambers, John
Parish, Sarah
Danesh, John
Kooner, Jaspal
Östenson, Claes-Göran
Lind, Lars
Cooper, Cyrus C.
Serrano-Ríos, Manuel
Ferrannini, Ele
Forsen, Tom J.
Clarke, Robert
Franzosi, Maria Grazia
Seedorf, Udo
Watkins, Hugh
Froguel, Philippe
Johnson, Paul
Deloukas, Panos
Collins, Francis S.
Laakso, Markku
Dermitzakis, Emmanouil T.
Boehnke, Michael
McCarthy, Mark I.
Wareham, Nicholas J.
Groop, Leif
Pattou, François
Gloyn, Anna L.
Dedoussis, George V.
Lyssenko, Valeriya
Meigs, James B.
Barroso, Inês
Watanabe, Richard M.
Ingelsson, Erik
Langenberg, Claudia
Hamsten, Anders
Florez, Jose C.
Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title_full Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title_fullStr Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title_full_unstemmed Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title_short Genome-Wide Association Identifies Nine Common Variants Associated With Fasting Proinsulin Levels and Provides New Insights Into the Pathophysiology of Type 2 Diabetes
title_sort genome-wide association identifies nine common variants associated with fasting proinsulin levels and provides new insights into the pathophysiology of type 2 diabetes
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178302/
https://www.ncbi.nlm.nih.gov/pubmed/21873549
http://dx.doi.org/10.2337/db11-0415
work_keys_str_mv AT strawbridgeronaj genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT dupuisjosee genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT prokopenkoinga genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT barkeradam genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ahlqvistemma genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT rybindenis genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT petriejohnr genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT traversmarye genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT bouatianajinabila genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT dimasantigones genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT nicaalexandra genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT wheelereleanor genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT chenhan genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT voightbenjaminf genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT taneerajalal genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT kanonistavroula genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT pedenjohnf genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT turrinifabiola genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT gustafssonstefan genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT zabenacarina genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT almgrenpeter genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT barkerdavidjp genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT barnesdaniel genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT dennisonelainem genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT erikssonjohang genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT erikssonper genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT euryelodie genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT folkersenlasse genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT foxcarolines genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT fraylingtimothym genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT goelanuj genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT guharvestf genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT horikoshimomoko genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT isomaabo genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT jacksonanneu genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT jamesonkarena genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT kajantieeero genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT kerrcontejulie genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT kuulasmaateemu genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT kuusistojohanna genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT loosruthjf genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT luanjianan genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT makrilakiskonstantinos genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT manningalisak genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT martinezlarradmariateresa genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT narisunarisu genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT nastasemannilamaria genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ohrvikjohn genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT osmondclive genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT pascoelaura genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT paynefelicity genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT sayeravana genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT sennbladbengt genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT silveiraangela genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT stancakovaalena genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT stirrupskathy genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT swiftamyj genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT syvanenannchristine genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT tuomitiinamaija genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT vanthooftferdinandm genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT walkermark genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT weedonmichaeln genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT xieweijia genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT zetheliusbjorn genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ongenhalit genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT malarstiganders genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT hopewelljemmac genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT saleheendanish genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT chambersjohn genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT parishsarah genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT daneshjohn genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT koonerjaspal genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ostensonclaesgoran genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT lindlars genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT coopercyrusc genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT serranoriosmanuel genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ferranniniele genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT forsentomj genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT clarkerobert genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT franzosimariagrazia genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT seedorfudo genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT watkinshugh genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT froguelphilippe genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT johnsonpaul genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT deloukaspanos genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT collinsfranciss genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT laaksomarkku genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT dermitzakisemmanouilt genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT boehnkemichael genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT mccarthymarki genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT warehamnicholasj genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT groopleif genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT pattoufrancois genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT gloynannal genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT dedoussisgeorgev genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT lyssenkovaleriya genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT meigsjamesb genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT barrosoines genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT watanaberichardm genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT ingelssonerik genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT langenbergclaudia genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT hamstenanders genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes
AT florezjosec genomewideassociationidentifiesninecommonvariantsassociatedwithfastingproinsulinlevelsandprovidesnewinsightsintothepathophysiologyoftype2diabetes