Cargando…

A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants

Understanding the physiological mechanisms by which common variants predispose to type 2 diabetes requires large studies with detailed measures of insulin secretion and sensitivity. Here we performed the largest genome-wide association study of first-phase insulin secretion, as measured by intraveno...

Descripción completa

Detalles Bibliográficos
Autores principales: Wood, Andrew R., Jonsson, Anna, Jackson, Anne U., Wang, Nan, van Leewen, Nienke, Palmer, Nicholette D., Kobes, Sayuko, Deelen, Joris, Boquete-Vilarino, Lorena, Paananen, Jussi, Stančáková, Alena, Boomsma, Dorret I., de Geus, Eco J.C., Eekhoff, Elisabeth M.W., Fritsche, Andreas, Kramer, Mark, Nijpels, Giel, Simonis-Bik, Annemarie, van Haeften, Timon W., Mahajan, Anubha, Boehnke, Michael, Bergman, Richard N., Tuomilehto, Jaakko, Collins, Francis S., Mohlke, Karen L., Banasik, Karina, Groves, Christopher J., McCarthy, Mark I., Pearson, Ewan R., Natali, Andrea, Mari, Andrea, Buchanan, Thomas A., Taylor, Kent D., Xiang, Anny H., Gjesing, Anette P., Grarup, Niels, Eiberg, Hans, Pedersen, Oluf, Chen, Yii-Derr, Laakso, Markku, Norris, Jill M., Smith, Ulf, Wagenknecht, Lynne E., Baier, Leslie, Bowden, Donald W., Hansen, Torben, Walker, Mark, Watanabe, Richard M., ‘t Hart, Leen M., Hanson, Robert L., Frayling, Timothy M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5521867/
https://www.ncbi.nlm.nih.gov/pubmed/28490609
http://dx.doi.org/10.2337/db16-1452
_version_ 1783252053407039488
author Wood, Andrew R.
Jonsson, Anna
Jackson, Anne U.
Wang, Nan
van Leewen, Nienke
Palmer, Nicholette D.
Kobes, Sayuko
Deelen, Joris
Boquete-Vilarino, Lorena
Paananen, Jussi
Stančáková, Alena
Boomsma, Dorret I.
de Geus, Eco J.C.
Eekhoff, Elisabeth M.W.
Fritsche, Andreas
Kramer, Mark
Nijpels, Giel
Simonis-Bik, Annemarie
van Haeften, Timon W.
Mahajan, Anubha
Boehnke, Michael
Bergman, Richard N.
Tuomilehto, Jaakko
Collins, Francis S.
Mohlke, Karen L.
Banasik, Karina
Groves, Christopher J.
McCarthy, Mark I.
Pearson, Ewan R.
Natali, Andrea
Mari, Andrea
Buchanan, Thomas A.
Taylor, Kent D.
Xiang, Anny H.
Gjesing, Anette P.
Grarup, Niels
Eiberg, Hans
Pedersen, Oluf
Chen, Yii-Derr
Laakso, Markku
Norris, Jill M.
Smith, Ulf
Wagenknecht, Lynne E.
Baier, Leslie
Bowden, Donald W.
Hansen, Torben
Walker, Mark
Watanabe, Richard M.
‘t Hart, Leen M.
Hanson, Robert L.
Frayling, Timothy M.
author_facet Wood, Andrew R.
Jonsson, Anna
Jackson, Anne U.
Wang, Nan
van Leewen, Nienke
Palmer, Nicholette D.
Kobes, Sayuko
Deelen, Joris
Boquete-Vilarino, Lorena
Paananen, Jussi
Stančáková, Alena
Boomsma, Dorret I.
de Geus, Eco J.C.
Eekhoff, Elisabeth M.W.
Fritsche, Andreas
Kramer, Mark
Nijpels, Giel
Simonis-Bik, Annemarie
van Haeften, Timon W.
Mahajan, Anubha
Boehnke, Michael
Bergman, Richard N.
Tuomilehto, Jaakko
Collins, Francis S.
Mohlke, Karen L.
Banasik, Karina
Groves, Christopher J.
McCarthy, Mark I.
Pearson, Ewan R.
Natali, Andrea
Mari, Andrea
Buchanan, Thomas A.
Taylor, Kent D.
Xiang, Anny H.
Gjesing, Anette P.
Grarup, Niels
Eiberg, Hans
Pedersen, Oluf
Chen, Yii-Derr
Laakso, Markku
Norris, Jill M.
Smith, Ulf
Wagenknecht, Lynne E.
Baier, Leslie
Bowden, Donald W.
Hansen, Torben
Walker, Mark
Watanabe, Richard M.
‘t Hart, Leen M.
Hanson, Robert L.
Frayling, Timothy M.
author_sort Wood, Andrew R.
collection PubMed
description Understanding the physiological mechanisms by which common variants predispose to type 2 diabetes requires large studies with detailed measures of insulin secretion and sensitivity. Here we performed the largest genome-wide association study of first-phase insulin secretion, as measured by intravenous glucose tolerance tests, using up to 5,567 individuals without diabetes from 10 studies. We aimed to refine the mechanisms of 178 known associations between common variants and glycemic traits and identify new loci. Thirty type 2 diabetes or fasting glucose–raising alleles were associated with a measure of first-phase insulin secretion at P < 0.05 and provided new evidence, or the strongest evidence yet, that insulin secretion, intrinsic to the islet cells, is a key mechanism underlying the associations at the HNF1A, IGF2BP2, KCNQ1, HNF1B, VPS13C/C2CD4A, FAF1, PTPRD, AP3S2, KCNK16, MAEA, LPP, WFS1, and TMPRSS6 loci. The fasting glucose–raising allele near PDX1, a known key insulin transcription factor, was strongly associated with lower first-phase insulin secretion but has no evidence for an effect on type 2 diabetes risk. The diabetes risk allele at TCF7L2 was associated with a stronger effect on peak insulin response than on C-peptide–based insulin secretion rate, suggesting a possible additional role in hepatic insulin clearance or insulin processing. In summary, our study provides further insight into the mechanisms by which common genetic variation influences type 2 diabetes risk and glycemic traits.
format Online
Article
Text
id pubmed-5521867
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher American Diabetes Association
record_format MEDLINE/PubMed
spelling pubmed-55218672018-08-01 A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants Wood, Andrew R. Jonsson, Anna Jackson, Anne U. Wang, Nan van Leewen, Nienke Palmer, Nicholette D. Kobes, Sayuko Deelen, Joris Boquete-Vilarino, Lorena Paananen, Jussi Stančáková, Alena Boomsma, Dorret I. de Geus, Eco J.C. Eekhoff, Elisabeth M.W. Fritsche, Andreas Kramer, Mark Nijpels, Giel Simonis-Bik, Annemarie van Haeften, Timon W. Mahajan, Anubha Boehnke, Michael Bergman, Richard N. Tuomilehto, Jaakko Collins, Francis S. Mohlke, Karen L. Banasik, Karina Groves, Christopher J. McCarthy, Mark I. Pearson, Ewan R. Natali, Andrea Mari, Andrea Buchanan, Thomas A. Taylor, Kent D. Xiang, Anny H. Gjesing, Anette P. Grarup, Niels Eiberg, Hans Pedersen, Oluf Chen, Yii-Derr Laakso, Markku Norris, Jill M. Smith, Ulf Wagenknecht, Lynne E. Baier, Leslie Bowden, Donald W. Hansen, Torben Walker, Mark Watanabe, Richard M. ‘t Hart, Leen M. Hanson, Robert L. Frayling, Timothy M. Diabetes Genetics/Genomes/Proteomics/Metabolomics Understanding the physiological mechanisms by which common variants predispose to type 2 diabetes requires large studies with detailed measures of insulin secretion and sensitivity. Here we performed the largest genome-wide association study of first-phase insulin secretion, as measured by intravenous glucose tolerance tests, using up to 5,567 individuals without diabetes from 10 studies. We aimed to refine the mechanisms of 178 known associations between common variants and glycemic traits and identify new loci. Thirty type 2 diabetes or fasting glucose–raising alleles were associated with a measure of first-phase insulin secretion at P < 0.05 and provided new evidence, or the strongest evidence yet, that insulin secretion, intrinsic to the islet cells, is a key mechanism underlying the associations at the HNF1A, IGF2BP2, KCNQ1, HNF1B, VPS13C/C2CD4A, FAF1, PTPRD, AP3S2, KCNK16, MAEA, LPP, WFS1, and TMPRSS6 loci. The fasting glucose–raising allele near PDX1, a known key insulin transcription factor, was strongly associated with lower first-phase insulin secretion but has no evidence for an effect on type 2 diabetes risk. The diabetes risk allele at TCF7L2 was associated with a stronger effect on peak insulin response than on C-peptide–based insulin secretion rate, suggesting a possible additional role in hepatic insulin clearance or insulin processing. In summary, our study provides further insight into the mechanisms by which common genetic variation influences type 2 diabetes risk and glycemic traits. American Diabetes Association 2017-08 2017-05-10 /pmc/articles/PMC5521867/ /pubmed/28490609 http://dx.doi.org/10.2337/db16-1452 Text en © 2017 by the American Diabetes Association. http://www.diabetesjournals.org/content/licenseReaders 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. More information is available at http://www.diabetesjournals.org/content/license.
spellingShingle Genetics/Genomes/Proteomics/Metabolomics
Wood, Andrew R.
Jonsson, Anna
Jackson, Anne U.
Wang, Nan
van Leewen, Nienke
Palmer, Nicholette D.
Kobes, Sayuko
Deelen, Joris
Boquete-Vilarino, Lorena
Paananen, Jussi
Stančáková, Alena
Boomsma, Dorret I.
de Geus, Eco J.C.
Eekhoff, Elisabeth M.W.
Fritsche, Andreas
Kramer, Mark
Nijpels, Giel
Simonis-Bik, Annemarie
van Haeften, Timon W.
Mahajan, Anubha
Boehnke, Michael
Bergman, Richard N.
Tuomilehto, Jaakko
Collins, Francis S.
Mohlke, Karen L.
Banasik, Karina
Groves, Christopher J.
McCarthy, Mark I.
Pearson, Ewan R.
Natali, Andrea
Mari, Andrea
Buchanan, Thomas A.
Taylor, Kent D.
Xiang, Anny H.
Gjesing, Anette P.
Grarup, Niels
Eiberg, Hans
Pedersen, Oluf
Chen, Yii-Derr
Laakso, Markku
Norris, Jill M.
Smith, Ulf
Wagenknecht, Lynne E.
Baier, Leslie
Bowden, Donald W.
Hansen, Torben
Walker, Mark
Watanabe, Richard M.
‘t Hart, Leen M.
Hanson, Robert L.
Frayling, Timothy M.
A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title_full A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title_fullStr A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title_full_unstemmed A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title_short A Genome-Wide Association Study of IVGTT-Based Measures of First-Phase Insulin Secretion Refines the Underlying Physiology of Type 2 Diabetes Variants
title_sort genome-wide association study of ivgtt-based measures of first-phase insulin secretion refines the underlying physiology of type 2 diabetes variants
topic Genetics/Genomes/Proteomics/Metabolomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5521867/
https://www.ncbi.nlm.nih.gov/pubmed/28490609
http://dx.doi.org/10.2337/db16-1452
work_keys_str_mv AT woodandrewr agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT jonssonanna agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT jacksonanneu agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT wangnan agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT vanleewennienke agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT palmernicholetted agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT kobessayuko agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT deelenjoris agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boquetevilarinolorena agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT paananenjussi agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT stancakovaalena agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boomsmadorreti agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT degeusecojc agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT eekhoffelisabethmw agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT fritscheandreas agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT kramermark agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT nijpelsgiel agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT simonisbikannemarie agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT vanhaeftentimonw agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mahajananubha agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boehnkemichael agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT bergmanrichardn agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT tuomilehtojaakko agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT collinsfranciss agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mohlkekarenl agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT banasikkarina agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT groveschristopherj agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mccarthymarki agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT pearsonewanr agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT nataliandrea agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mariandrea agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT buchananthomasa agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT taylorkentd agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT xiangannyh agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT gjesinganettep agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT grarupniels agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT eiberghans agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT pedersenoluf agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT chenyiiderr agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT laaksomarkku agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT norrisjillm agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT smithulf agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT wagenknechtlynnee agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT baierleslie agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT bowdendonaldw agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT hansentorben agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT walkermark agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT watanaberichardm agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT thartleenm agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT hansonrobertl agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT fraylingtimothym agenomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT woodandrewr genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT jonssonanna genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT jacksonanneu genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT wangnan genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT vanleewennienke genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT palmernicholetted genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT kobessayuko genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT deelenjoris genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boquetevilarinolorena genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT paananenjussi genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT stancakovaalena genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boomsmadorreti genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT degeusecojc genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT eekhoffelisabethmw genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT fritscheandreas genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT kramermark genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT nijpelsgiel genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT simonisbikannemarie genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT vanhaeftentimonw genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mahajananubha genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT boehnkemichael genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT bergmanrichardn genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT tuomilehtojaakko genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT collinsfranciss genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mohlkekarenl genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT banasikkarina genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT groveschristopherj genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mccarthymarki genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT pearsonewanr genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT nataliandrea genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT mariandrea genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT buchananthomasa genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT taylorkentd genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT xiangannyh genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT gjesinganettep genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT grarupniels genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT eiberghans genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT pedersenoluf genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT chenyiiderr genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT laaksomarkku genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT norrisjillm genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT smithulf genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT wagenknechtlynnee genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT baierleslie genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT bowdendonaldw genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT hansentorben genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT walkermark genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT watanaberichardm genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT thartleenm genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT hansonrobertl genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants
AT fraylingtimothym genomewideassociationstudyofivgttbasedmeasuresoffirstphaseinsulinsecretionrefinestheunderlyingphysiologyoftype2diabetesvariants