Cargando…

Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake

Distinct tissue-specific mechanisms mediate insulin action in fasting and postprandial states. Previous genetic studies have largely focused on insulin resistance in the fasting state, where hepatic insulin action dominates. Here we studied genetic variants influencing insulin levels measured 2 hour...

Descripción completa

Detalles Bibliográficos
Autores principales: Williamson, Alice, Norris, Dougall M, Yin, Xianyong, Broadaway, K. Alaine, Moxley, Anne H, Vadlamudi, Swarooparani, Wilson, Emma P, Jackson, Anne U, Ahuja, Vasudha, Andersen, Mette K, Arzumanyan, Zorayr, Bonnycastle, Lori L, Bornstein, Stefan R, Bretschneider, Maxi P., Buchanan, Thomas A, Chang, Yi-Cheng, Chuang, Lee-Ming, Chung, Ren-Hua, Clausen, Tine D, Damm, Peter, Delgado, Graciela E, de Mello, Vanessa D, Dupuis, Josée, Dwivedi, Om P, Erdos, Michael R, Silva, Lilian Fernandes, Frayling, Timothy M, Gieger, Christian, Goodarzi, Mark O, Guo, Xiuqing, Gustafsson, Stefan, Hakaste, Liisa, Hammar, Ulf, Hatem, Gad, Herrmann, Sandra, Højlund, Kurt, Horn, Katrin, Hsueh, Willa A, Hung, Yi-Jen, Hwu, Chii-Min, Jonsson, Anna, Kårhus, Line L, Kleber, Marcus E, Kovacs, Peter, Lakka, Timo A, Lauzon, Marie, Lee, I-Te, Lindgren, Cecilia M, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Luan, Jian'an, Aly, Dina Mansour, Mathiesen, Elisabeth, Moissl, Angela P, Morris, Andrew P, Narisu, Narisu, Perakakis, Nikolaos, Peters, Annette, Prasad, Rashmi B, Rodionov, Roman N, Roll, Kathryn, Rundsten, Carsten F, Sarnowski, Chloé, Savonen, Kai, Scholz, Markus, Sharma, Sapna, Stinson, Sara E, Suleman, Sufyan, Tan, Jingyi, Taylor, Kent D, Uusitupa, Matti, Vistisen, Dorte, Witte, Daniel R, Walther, Romy, Wu, Peitao, Xiang, Anny H, Zethelius, Björn, Ahlqvist, Emma, Bergman, Richard N, Chen, Yii-Der Ida, Collins, Francis S, Fall, Tove, Florez, Jose C, Fritsche, Andreas, Grallert, Harald, Groop, Leif, Hansen, Torben, Koistinen, Heikki A, Komulainen, Pirjo, Laakso, Markku, Lind, Lars, Loeffler, Markus, März, Winfried, Meigs, James B, Raffel, Leslie J, Rauramaa, Rainer, Rotter, Jerome I, Schwarz, Peter E. H., Stumvoll, Michael, Sundström, Johan, Tönjes, Anke, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Wagner, Robert, Barroso, Inês, Walker, Mark, Grarup, Niels, Boehnke, Michael, Wareham, Nicholas J, Mohlke, Karen L, Wheeler, Eleanor, O’Rahilly, Stephen, Fazakerley, Daniel J, Langenberg, Claudia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614755/
https://www.ncbi.nlm.nih.gov/pubmed/37291194
http://dx.doi.org/10.1038/s41588-023-01408-9
_version_ 1783605647070199808
author Williamson, Alice
Norris, Dougall M
Yin, Xianyong
Broadaway, K. Alaine
Moxley, Anne H
Vadlamudi, Swarooparani
Wilson, Emma P
Jackson, Anne U
Ahuja, Vasudha
Andersen, Mette K
Arzumanyan, Zorayr
Bonnycastle, Lori L
Bornstein, Stefan R
Bretschneider, Maxi P.
Buchanan, Thomas A
Chang, Yi-Cheng
Chuang, Lee-Ming
Chung, Ren-Hua
Clausen, Tine D
Damm, Peter
Delgado, Graciela E
de Mello, Vanessa D
Dupuis, Josée
Dwivedi, Om P
Erdos, Michael R
Silva, Lilian Fernandes
Frayling, Timothy M
Gieger, Christian
Goodarzi, Mark O
Guo, Xiuqing
Gustafsson, Stefan
Hakaste, Liisa
Hammar, Ulf
Hatem, Gad
Herrmann, Sandra
Højlund, Kurt
Horn, Katrin
Hsueh, Willa A
Hung, Yi-Jen
Hwu, Chii-Min
Jonsson, Anna
Kårhus, Line L
Kleber, Marcus E
Kovacs, Peter
Lakka, Timo A
Lauzon, Marie
Lee, I-Te
Lindgren, Cecilia M
Lindström, Jaana
Linneberg, Allan
Liu, Ching-Ti
Luan, Jian'an
Aly, Dina Mansour
Mathiesen, Elisabeth
Moissl, Angela P
Morris, Andrew P
Narisu, Narisu
Perakakis, Nikolaos
Peters, Annette
Prasad, Rashmi B
Rodionov, Roman N
Roll, Kathryn
Rundsten, Carsten F
Sarnowski, Chloé
Savonen, Kai
Scholz, Markus
Sharma, Sapna
Stinson, Sara E
Suleman, Sufyan
Tan, Jingyi
Taylor, Kent D
Uusitupa, Matti
Vistisen, Dorte
Witte, Daniel R
Walther, Romy
Wu, Peitao
Xiang, Anny H
Zethelius, Björn
Ahlqvist, Emma
Bergman, Richard N
Chen, Yii-Der Ida
Collins, Francis S
Fall, Tove
Florez, Jose C
Fritsche, Andreas
Grallert, Harald
Groop, Leif
Hansen, Torben
Koistinen, Heikki A
Komulainen, Pirjo
Laakso, Markku
Lind, Lars
Loeffler, Markus
März, Winfried
Meigs, James B
Raffel, Leslie J
Rauramaa, Rainer
Rotter, Jerome I
Schwarz, Peter E. H.
Stumvoll, Michael
Sundström, Johan
Tönjes, Anke
Tuomi, Tiinamaija
Tuomilehto, Jaakko
Wagner, Robert
Barroso, Inês
Walker, Mark
Grarup, Niels
Boehnke, Michael
Wareham, Nicholas J
Mohlke, Karen L
Wheeler, Eleanor
O’Rahilly, Stephen
Fazakerley, Daniel J
Langenberg, Claudia
author_facet Williamson, Alice
Norris, Dougall M
Yin, Xianyong
Broadaway, K. Alaine
Moxley, Anne H
Vadlamudi, Swarooparani
Wilson, Emma P
Jackson, Anne U
Ahuja, Vasudha
Andersen, Mette K
Arzumanyan, Zorayr
Bonnycastle, Lori L
Bornstein, Stefan R
Bretschneider, Maxi P.
Buchanan, Thomas A
Chang, Yi-Cheng
Chuang, Lee-Ming
Chung, Ren-Hua
Clausen, Tine D
Damm, Peter
Delgado, Graciela E
de Mello, Vanessa D
Dupuis, Josée
Dwivedi, Om P
Erdos, Michael R
Silva, Lilian Fernandes
Frayling, Timothy M
Gieger, Christian
Goodarzi, Mark O
Guo, Xiuqing
Gustafsson, Stefan
Hakaste, Liisa
Hammar, Ulf
Hatem, Gad
Herrmann, Sandra
Højlund, Kurt
Horn, Katrin
Hsueh, Willa A
Hung, Yi-Jen
Hwu, Chii-Min
Jonsson, Anna
Kårhus, Line L
Kleber, Marcus E
Kovacs, Peter
Lakka, Timo A
Lauzon, Marie
Lee, I-Te
Lindgren, Cecilia M
Lindström, Jaana
Linneberg, Allan
Liu, Ching-Ti
Luan, Jian'an
Aly, Dina Mansour
Mathiesen, Elisabeth
Moissl, Angela P
Morris, Andrew P
Narisu, Narisu
Perakakis, Nikolaos
Peters, Annette
Prasad, Rashmi B
Rodionov, Roman N
Roll, Kathryn
Rundsten, Carsten F
Sarnowski, Chloé
Savonen, Kai
Scholz, Markus
Sharma, Sapna
Stinson, Sara E
Suleman, Sufyan
Tan, Jingyi
Taylor, Kent D
Uusitupa, Matti
Vistisen, Dorte
Witte, Daniel R
Walther, Romy
Wu, Peitao
Xiang, Anny H
Zethelius, Björn
Ahlqvist, Emma
Bergman, Richard N
Chen, Yii-Der Ida
Collins, Francis S
Fall, Tove
Florez, Jose C
Fritsche, Andreas
Grallert, Harald
Groop, Leif
Hansen, Torben
Koistinen, Heikki A
Komulainen, Pirjo
Laakso, Markku
Lind, Lars
Loeffler, Markus
März, Winfried
Meigs, James B
Raffel, Leslie J
Rauramaa, Rainer
Rotter, Jerome I
Schwarz, Peter E. H.
Stumvoll, Michael
Sundström, Johan
Tönjes, Anke
Tuomi, Tiinamaija
Tuomilehto, Jaakko
Wagner, Robert
Barroso, Inês
Walker, Mark
Grarup, Niels
Boehnke, Michael
Wareham, Nicholas J
Mohlke, Karen L
Wheeler, Eleanor
O’Rahilly, Stephen
Fazakerley, Daniel J
Langenberg, Claudia
author_sort Williamson, Alice
collection PubMed
description Distinct tissue-specific mechanisms mediate insulin action in fasting and postprandial states. Previous genetic studies have largely focused on insulin resistance in the fasting state, where hepatic insulin action dominates. Here we studied genetic variants influencing insulin levels measured 2 hours after a glucose challenge in >55,000 participants from three ancestry groups. We identified 10 novel loci (P<5x10(-8)) not previously associated with post-challenge insulin resistance, 8 of which were shown to share their genetic architecture with type 2 diabetes in colocalization analyses. We investigated candidate genes at a subset of associated loci in cultured cells and identified 9 candidate genes newly implicated in the expression or trafficking of GLUT4, the key glucose transporter in postprandial glucose uptake in muscle and fat. By focusing on post-prandial insulin resistance, we highlight mechanisms of action at T2D loci that are not adequately captured by studies of fasting glycaemic traits.
format Online
Article
Text
id pubmed-7614755
institution National Center for Biotechnology Information
language English
publishDate 2023
record_format MEDLINE/PubMed
spelling pubmed-76147552023-07-14 Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake Williamson, Alice Norris, Dougall M Yin, Xianyong Broadaway, K. Alaine Moxley, Anne H Vadlamudi, Swarooparani Wilson, Emma P Jackson, Anne U Ahuja, Vasudha Andersen, Mette K Arzumanyan, Zorayr Bonnycastle, Lori L Bornstein, Stefan R Bretschneider, Maxi P. Buchanan, Thomas A Chang, Yi-Cheng Chuang, Lee-Ming Chung, Ren-Hua Clausen, Tine D Damm, Peter Delgado, Graciela E de Mello, Vanessa D Dupuis, Josée Dwivedi, Om P Erdos, Michael R Silva, Lilian Fernandes Frayling, Timothy M Gieger, Christian Goodarzi, Mark O Guo, Xiuqing Gustafsson, Stefan Hakaste, Liisa Hammar, Ulf Hatem, Gad Herrmann, Sandra Højlund, Kurt Horn, Katrin Hsueh, Willa A Hung, Yi-Jen Hwu, Chii-Min Jonsson, Anna Kårhus, Line L Kleber, Marcus E Kovacs, Peter Lakka, Timo A Lauzon, Marie Lee, I-Te Lindgren, Cecilia M Lindström, Jaana Linneberg, Allan Liu, Ching-Ti Luan, Jian'an Aly, Dina Mansour Mathiesen, Elisabeth Moissl, Angela P Morris, Andrew P Narisu, Narisu Perakakis, Nikolaos Peters, Annette Prasad, Rashmi B Rodionov, Roman N Roll, Kathryn Rundsten, Carsten F Sarnowski, Chloé Savonen, Kai Scholz, Markus Sharma, Sapna Stinson, Sara E Suleman, Sufyan Tan, Jingyi Taylor, Kent D Uusitupa, Matti Vistisen, Dorte Witte, Daniel R Walther, Romy Wu, Peitao Xiang, Anny H Zethelius, Björn Ahlqvist, Emma Bergman, Richard N Chen, Yii-Der Ida Collins, Francis S Fall, Tove Florez, Jose C Fritsche, Andreas Grallert, Harald Groop, Leif Hansen, Torben Koistinen, Heikki A Komulainen, Pirjo Laakso, Markku Lind, Lars Loeffler, Markus März, Winfried Meigs, James B Raffel, Leslie J Rauramaa, Rainer Rotter, Jerome I Schwarz, Peter E. H. Stumvoll, Michael Sundström, Johan Tönjes, Anke Tuomi, Tiinamaija Tuomilehto, Jaakko Wagner, Robert Barroso, Inês Walker, Mark Grarup, Niels Boehnke, Michael Wareham, Nicholas J Mohlke, Karen L Wheeler, Eleanor O’Rahilly, Stephen Fazakerley, Daniel J Langenberg, Claudia Nat Genet Article Distinct tissue-specific mechanisms mediate insulin action in fasting and postprandial states. Previous genetic studies have largely focused on insulin resistance in the fasting state, where hepatic insulin action dominates. Here we studied genetic variants influencing insulin levels measured 2 hours after a glucose challenge in >55,000 participants from three ancestry groups. We identified 10 novel loci (P<5x10(-8)) not previously associated with post-challenge insulin resistance, 8 of which were shown to share their genetic architecture with type 2 diabetes in colocalization analyses. We investigated candidate genes at a subset of associated loci in cultured cells and identified 9 candidate genes newly implicated in the expression or trafficking of GLUT4, the key glucose transporter in postprandial glucose uptake in muscle and fat. By focusing on post-prandial insulin resistance, we highlight mechanisms of action at T2D loci that are not adequately captured by studies of fasting glycaemic traits. 2023-06-01 2023-06-08 /pmc/articles/PMC7614755/ /pubmed/37291194 http://dx.doi.org/10.1038/s41588-023-01408-9 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/) International license.
spellingShingle Article
Williamson, Alice
Norris, Dougall M
Yin, Xianyong
Broadaway, K. Alaine
Moxley, Anne H
Vadlamudi, Swarooparani
Wilson, Emma P
Jackson, Anne U
Ahuja, Vasudha
Andersen, Mette K
Arzumanyan, Zorayr
Bonnycastle, Lori L
Bornstein, Stefan R
Bretschneider, Maxi P.
Buchanan, Thomas A
Chang, Yi-Cheng
Chuang, Lee-Ming
Chung, Ren-Hua
Clausen, Tine D
Damm, Peter
Delgado, Graciela E
de Mello, Vanessa D
Dupuis, Josée
Dwivedi, Om P
Erdos, Michael R
Silva, Lilian Fernandes
Frayling, Timothy M
Gieger, Christian
Goodarzi, Mark O
Guo, Xiuqing
Gustafsson, Stefan
Hakaste, Liisa
Hammar, Ulf
Hatem, Gad
Herrmann, Sandra
Højlund, Kurt
Horn, Katrin
Hsueh, Willa A
Hung, Yi-Jen
Hwu, Chii-Min
Jonsson, Anna
Kårhus, Line L
Kleber, Marcus E
Kovacs, Peter
Lakka, Timo A
Lauzon, Marie
Lee, I-Te
Lindgren, Cecilia M
Lindström, Jaana
Linneberg, Allan
Liu, Ching-Ti
Luan, Jian'an
Aly, Dina Mansour
Mathiesen, Elisabeth
Moissl, Angela P
Morris, Andrew P
Narisu, Narisu
Perakakis, Nikolaos
Peters, Annette
Prasad, Rashmi B
Rodionov, Roman N
Roll, Kathryn
Rundsten, Carsten F
Sarnowski, Chloé
Savonen, Kai
Scholz, Markus
Sharma, Sapna
Stinson, Sara E
Suleman, Sufyan
Tan, Jingyi
Taylor, Kent D
Uusitupa, Matti
Vistisen, Dorte
Witte, Daniel R
Walther, Romy
Wu, Peitao
Xiang, Anny H
Zethelius, Björn
Ahlqvist, Emma
Bergman, Richard N
Chen, Yii-Der Ida
Collins, Francis S
Fall, Tove
Florez, Jose C
Fritsche, Andreas
Grallert, Harald
Groop, Leif
Hansen, Torben
Koistinen, Heikki A
Komulainen, Pirjo
Laakso, Markku
Lind, Lars
Loeffler, Markus
März, Winfried
Meigs, James B
Raffel, Leslie J
Rauramaa, Rainer
Rotter, Jerome I
Schwarz, Peter E. H.
Stumvoll, Michael
Sundström, Johan
Tönjes, Anke
Tuomi, Tiinamaija
Tuomilehto, Jaakko
Wagner, Robert
Barroso, Inês
Walker, Mark
Grarup, Niels
Boehnke, Michael
Wareham, Nicholas J
Mohlke, Karen L
Wheeler, Eleanor
O’Rahilly, Stephen
Fazakerley, Daniel J
Langenberg, Claudia
Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title_full Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title_fullStr Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title_full_unstemmed Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title_short Genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
title_sort genome-wide association study and functional characterisation identifies candidate genes for insulin-stimulated glucose uptake
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614755/
https://www.ncbi.nlm.nih.gov/pubmed/37291194
http://dx.doi.org/10.1038/s41588-023-01408-9
work_keys_str_mv AT williamsonalice genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT norrisdougallm genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT yinxianyong genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT broadawaykalaine genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT moxleyanneh genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT vadlamudiswarooparani genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT wilsonemmap genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT jacksonanneu genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT ahujavasudha genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT andersenmettek genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT arzumanyanzorayr genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT bonnycastleloril genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT bornsteinstefanr genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT bretschneidermaxip genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT buchananthomasa genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT changyicheng genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT chuangleeming genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT chungrenhua genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT clausentined genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT dammpeter genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT delgadogracielae genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT demellovanessad genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT dupuisjosee genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT dwivediomp genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT erdosmichaelr genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT silvalilianfernandes genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT fraylingtimothym genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT giegerchristian genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT goodarzimarko genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT guoxiuqing genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT gustafssonstefan genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hakasteliisa genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hammarulf genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hatemgad genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT herrmannsandra genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT højlundkurt genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hornkatrin genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hsuehwillaa genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hungyijen genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hwuchiimin genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT jonssonanna genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT karhuslinel genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT klebermarcuse genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT kovacspeter genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT lakkatimoa genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT lauzonmarie genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT leeite genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT lindgrenceciliam genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT lindstromjaana genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT linnebergallan genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT liuchingti genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT luanjianan genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT alydinamansour genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT mathiesenelisabeth genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT moisslangelap genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT morrisandrewp genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT narisunarisu genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT perakakisnikolaos genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT petersannette genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT prasadrashmib genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT rodionovromann genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT rollkathryn genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT rundstencarstenf genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT sarnowskichloe genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT savonenkai genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT scholzmarkus genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT sharmasapna genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT stinsonsarae genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT sulemansufyan genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT tanjingyi genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT taylorkentd genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT uusitupamatti genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT vistisendorte genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT wittedanielr genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT waltherromy genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT wupeitao genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT xiangannyh genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT zetheliusbjorn genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT ahlqvistemma genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT bergmanrichardn genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT chenyiiderida genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT collinsfranciss genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT falltove genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT florezjosec genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT fritscheandreas genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT grallertharald genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT groopleif genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT hansentorben genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT koistinenheikkia genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT komulainenpirjo genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT laaksomarkku genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT lindlars genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT loefflermarkus genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT marzwinfried genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT meigsjamesb genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT raffellesliej genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT rauramaarainer genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT rotterjeromei genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT schwarzpetereh genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT stumvollmichael genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT sundstromjohan genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT tonjesanke genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT tuomitiinamaija genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT tuomilehtojaakko genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT wagnerrobert genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT barrosoines genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT walkermark genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT grarupniels genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT boehnkemichael genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT warehamnicholasj genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT mohlkekarenl genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT wheelereleanor genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT orahillystephen genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT fazakerleydanielj genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake
AT langenbergclaudia genomewideassociationstudyandfunctionalcharacterisationidentifiescandidategenesforinsulinstimulatedglucoseuptake