Cargando…
Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals
Circulating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ances...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3315470/ https://www.ncbi.nlm.nih.gov/pubmed/22479202 http://dx.doi.org/10.1371/journal.pgen.1002607 |
_version_ | 1782228236549226496 |
---|---|
author | Dastani, Zari Hivert, Marie-France Timpson, Nicholas Perry, John R. B. Yuan, Xin Scott, Robert A. Henneman, Peter Heid, Iris M. Kizer, Jorge R. Lyytikäinen, Leo-Pekka Fuchsberger, Christian Tanaka, Toshiko Morris, Andrew P. Small, Kerrin Isaacs, Aaron Beekman, Marian Coassin, Stefan Lohman, Kurt Qi, Lu Kanoni, Stavroula Pankow, James S. Uh, Hae-Won Wu, Ying Bidulescu, Aurelian Rasmussen-Torvik, Laura J. Greenwood, Celia M. T. Ladouceur, Martin Grimsby, Jonna Manning, Alisa K. Liu, Ching-Ti Kooner, Jaspal Mooser, Vincent E. Vollenweider, Peter Kapur, Karen A. Chambers, John Wareham, Nicholas J. Langenberg, Claudia Frants, Rune Willems-vanDijk, Ko Oostra, Ben A. Willems, Sara M. Lamina, Claudia Winkler, Thomas W. Psaty, Bruce M. Tracy, Russell P. Brody, Jennifer Chen, Ida Viikari, Jorma Kähönen, Mika Pramstaller, Peter P. Evans, David M. St. Pourcain, Beate Sattar, Naveed Wood, Andrew R. Bandinelli, Stefania Carlson, Olga D. Egan, Josephine M. Böhringer, Stefan van Heemst, Diana Kedenko, Lyudmyla Kristiansson, Kati Nuotio, Marja-Liisa Loo, Britt-Marie Harris, Tamara Garcia, Melissa Kanaya, Alka Haun, Margot Klopp, Norman Wichmann, H.-Erich Deloukas, Panos Katsareli, Efi Couper, David J. Duncan, Bruce B. Kloppenburg, Margreet Adair, Linda S. Borja, Judith B. Wilson, James G. Musani, Solomon Guo, Xiuqing Johnson, Toby Semple, Robert Teslovich, Tanya M. Allison, Matthew A. Redline, Susan Buxbaum, Sarah G. Mohlke, Karen L. Meulenbelt, Ingrid Ballantyne, Christie M. Dedoussis, George V. Hu, Frank B. Liu, Yongmei Paulweber, Bernhard Spector, Timothy D. Slagboom, P. Eline Ferrucci, Luigi Jula, Antti Perola, Markus Raitakari, Olli Florez, Jose C. Salomaa, Veikko Eriksson, Johan G. Frayling, Timothy M. Hicks, Andrew A. Lehtimäki, Terho Smith, George Davey Siscovick, David S. Kronenberg, Florian van Duijn, Cornelia Loos, Ruth J. F. Waterworth, Dawn M. Meigs, James B. Dupuis, Josee Richards, J. Brent |
author_facet | Dastani, Zari Hivert, Marie-France Timpson, Nicholas Perry, John R. B. Yuan, Xin Scott, Robert A. Henneman, Peter Heid, Iris M. Kizer, Jorge R. Lyytikäinen, Leo-Pekka Fuchsberger, Christian Tanaka, Toshiko Morris, Andrew P. Small, Kerrin Isaacs, Aaron Beekman, Marian Coassin, Stefan Lohman, Kurt Qi, Lu Kanoni, Stavroula Pankow, James S. Uh, Hae-Won Wu, Ying Bidulescu, Aurelian Rasmussen-Torvik, Laura J. Greenwood, Celia M. T. Ladouceur, Martin Grimsby, Jonna Manning, Alisa K. Liu, Ching-Ti Kooner, Jaspal Mooser, Vincent E. Vollenweider, Peter Kapur, Karen A. Chambers, John Wareham, Nicholas J. Langenberg, Claudia Frants, Rune Willems-vanDijk, Ko Oostra, Ben A. Willems, Sara M. Lamina, Claudia Winkler, Thomas W. Psaty, Bruce M. Tracy, Russell P. Brody, Jennifer Chen, Ida Viikari, Jorma Kähönen, Mika Pramstaller, Peter P. Evans, David M. St. Pourcain, Beate Sattar, Naveed Wood, Andrew R. Bandinelli, Stefania Carlson, Olga D. Egan, Josephine M. Böhringer, Stefan van Heemst, Diana Kedenko, Lyudmyla Kristiansson, Kati Nuotio, Marja-Liisa Loo, Britt-Marie Harris, Tamara Garcia, Melissa Kanaya, Alka Haun, Margot Klopp, Norman Wichmann, H.-Erich Deloukas, Panos Katsareli, Efi Couper, David J. Duncan, Bruce B. Kloppenburg, Margreet Adair, Linda S. Borja, Judith B. Wilson, James G. Musani, Solomon Guo, Xiuqing Johnson, Toby Semple, Robert Teslovich, Tanya M. Allison, Matthew A. Redline, Susan Buxbaum, Sarah G. Mohlke, Karen L. Meulenbelt, Ingrid Ballantyne, Christie M. Dedoussis, George V. Hu, Frank B. Liu, Yongmei Paulweber, Bernhard Spector, Timothy D. Slagboom, P. Eline Ferrucci, Luigi Jula, Antti Perola, Markus Raitakari, Olli Florez, Jose C. Salomaa, Veikko Eriksson, Johan G. Frayling, Timothy M. Hicks, Andrew A. Lehtimäki, Terho Smith, George Davey Siscovick, David S. Kronenberg, Florian van Duijn, Cornelia Loos, Ruth J. F. Waterworth, Dawn M. Meigs, James B. Dupuis, Josee Richards, J. Brent |
author_sort | Dastani, Zari |
collection | PubMed |
description | Circulating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ancestry to identify genes associated with metabolic disease. We identified 8 novel loci associated with adiponectin levels and confirmed 2 previously reported loci (P = 4.5×10(−8)–1.2×10(−43)). Using a novel method to combine data across ethnicities (N = 4,232 African Americans, N = 1,776 Asians, and N = 29,347 Europeans), we identified two additional novel loci. Expression analyses of 436 human adipocyte samples revealed that mRNA levels of 18 genes at candidate regions were associated with adiponectin concentrations after accounting for multiple testing (p<3×10(−4)). We next developed a multi-SNP genotypic risk score to test the association of adiponectin decreasing risk alleles on metabolic traits and diseases using consortia-level meta-analytic data. This risk score was associated with increased risk of T2D (p = 4.3×10(−3), n = 22,044), increased triglycerides (p = 2.6×10(−14), n = 93,440), increased waist-to-hip ratio (p = 1.8×10(−5), n = 77,167), increased glucose two hours post oral glucose tolerance testing (p = 4.4×10(−3), n = 15,234), increased fasting insulin (p = 0.015, n = 48,238), but with lower in HDL-cholesterol concentrations (p = 4.5×10(−13), n = 96,748) and decreased BMI (p = 1.4×10(−4), n = 121,335). These findings identify novel genetic determinants of adiponectin levels, which, taken together, influence risk of T2D and markers of insulin resistance. |
format | Online Article Text |
id | pubmed-3315470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33154702012-04-04 Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals Dastani, Zari Hivert, Marie-France Timpson, Nicholas Perry, John R. B. Yuan, Xin Scott, Robert A. Henneman, Peter Heid, Iris M. Kizer, Jorge R. Lyytikäinen, Leo-Pekka Fuchsberger, Christian Tanaka, Toshiko Morris, Andrew P. Small, Kerrin Isaacs, Aaron Beekman, Marian Coassin, Stefan Lohman, Kurt Qi, Lu Kanoni, Stavroula Pankow, James S. Uh, Hae-Won Wu, Ying Bidulescu, Aurelian Rasmussen-Torvik, Laura J. Greenwood, Celia M. T. Ladouceur, Martin Grimsby, Jonna Manning, Alisa K. Liu, Ching-Ti Kooner, Jaspal Mooser, Vincent E. Vollenweider, Peter Kapur, Karen A. Chambers, John Wareham, Nicholas J. Langenberg, Claudia Frants, Rune Willems-vanDijk, Ko Oostra, Ben A. Willems, Sara M. Lamina, Claudia Winkler, Thomas W. Psaty, Bruce M. Tracy, Russell P. Brody, Jennifer Chen, Ida Viikari, Jorma Kähönen, Mika Pramstaller, Peter P. Evans, David M. St. Pourcain, Beate Sattar, Naveed Wood, Andrew R. Bandinelli, Stefania Carlson, Olga D. Egan, Josephine M. Böhringer, Stefan van Heemst, Diana Kedenko, Lyudmyla Kristiansson, Kati Nuotio, Marja-Liisa Loo, Britt-Marie Harris, Tamara Garcia, Melissa Kanaya, Alka Haun, Margot Klopp, Norman Wichmann, H.-Erich Deloukas, Panos Katsareli, Efi Couper, David J. Duncan, Bruce B. Kloppenburg, Margreet Adair, Linda S. Borja, Judith B. Wilson, James G. Musani, Solomon Guo, Xiuqing Johnson, Toby Semple, Robert Teslovich, Tanya M. Allison, Matthew A. Redline, Susan Buxbaum, Sarah G. Mohlke, Karen L. Meulenbelt, Ingrid Ballantyne, Christie M. Dedoussis, George V. Hu, Frank B. Liu, Yongmei Paulweber, Bernhard Spector, Timothy D. Slagboom, P. Eline Ferrucci, Luigi Jula, Antti Perola, Markus Raitakari, Olli Florez, Jose C. Salomaa, Veikko Eriksson, Johan G. Frayling, Timothy M. Hicks, Andrew A. Lehtimäki, Terho Smith, George Davey Siscovick, David S. Kronenberg, Florian van Duijn, Cornelia Loos, Ruth J. F. Waterworth, Dawn M. Meigs, James B. Dupuis, Josee Richards, J. Brent PLoS Genet Research Article Circulating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ancestry to identify genes associated with metabolic disease. We identified 8 novel loci associated with adiponectin levels and confirmed 2 previously reported loci (P = 4.5×10(−8)–1.2×10(−43)). Using a novel method to combine data across ethnicities (N = 4,232 African Americans, N = 1,776 Asians, and N = 29,347 Europeans), we identified two additional novel loci. Expression analyses of 436 human adipocyte samples revealed that mRNA levels of 18 genes at candidate regions were associated with adiponectin concentrations after accounting for multiple testing (p<3×10(−4)). We next developed a multi-SNP genotypic risk score to test the association of adiponectin decreasing risk alleles on metabolic traits and diseases using consortia-level meta-analytic data. This risk score was associated with increased risk of T2D (p = 4.3×10(−3), n = 22,044), increased triglycerides (p = 2.6×10(−14), n = 93,440), increased waist-to-hip ratio (p = 1.8×10(−5), n = 77,167), increased glucose two hours post oral glucose tolerance testing (p = 4.4×10(−3), n = 15,234), increased fasting insulin (p = 0.015, n = 48,238), but with lower in HDL-cholesterol concentrations (p = 4.5×10(−13), n = 96,748) and decreased BMI (p = 1.4×10(−4), n = 121,335). These findings identify novel genetic determinants of adiponectin levels, which, taken together, influence risk of T2D and markers of insulin resistance. Public Library of Science 2012-03-29 /pmc/articles/PMC3315470/ /pubmed/22479202 http://dx.doi.org/10.1371/journal.pgen.1002607 Text en Dastani et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Dastani, Zari Hivert, Marie-France Timpson, Nicholas Perry, John R. B. Yuan, Xin Scott, Robert A. Henneman, Peter Heid, Iris M. Kizer, Jorge R. Lyytikäinen, Leo-Pekka Fuchsberger, Christian Tanaka, Toshiko Morris, Andrew P. Small, Kerrin Isaacs, Aaron Beekman, Marian Coassin, Stefan Lohman, Kurt Qi, Lu Kanoni, Stavroula Pankow, James S. Uh, Hae-Won Wu, Ying Bidulescu, Aurelian Rasmussen-Torvik, Laura J. Greenwood, Celia M. T. Ladouceur, Martin Grimsby, Jonna Manning, Alisa K. Liu, Ching-Ti Kooner, Jaspal Mooser, Vincent E. Vollenweider, Peter Kapur, Karen A. Chambers, John Wareham, Nicholas J. Langenberg, Claudia Frants, Rune Willems-vanDijk, Ko Oostra, Ben A. Willems, Sara M. Lamina, Claudia Winkler, Thomas W. Psaty, Bruce M. Tracy, Russell P. Brody, Jennifer Chen, Ida Viikari, Jorma Kähönen, Mika Pramstaller, Peter P. Evans, David M. St. Pourcain, Beate Sattar, Naveed Wood, Andrew R. Bandinelli, Stefania Carlson, Olga D. Egan, Josephine M. Böhringer, Stefan van Heemst, Diana Kedenko, Lyudmyla Kristiansson, Kati Nuotio, Marja-Liisa Loo, Britt-Marie Harris, Tamara Garcia, Melissa Kanaya, Alka Haun, Margot Klopp, Norman Wichmann, H.-Erich Deloukas, Panos Katsareli, Efi Couper, David J. Duncan, Bruce B. Kloppenburg, Margreet Adair, Linda S. Borja, Judith B. Wilson, James G. Musani, Solomon Guo, Xiuqing Johnson, Toby Semple, Robert Teslovich, Tanya M. Allison, Matthew A. Redline, Susan Buxbaum, Sarah G. Mohlke, Karen L. Meulenbelt, Ingrid Ballantyne, Christie M. Dedoussis, George V. Hu, Frank B. Liu, Yongmei Paulweber, Bernhard Spector, Timothy D. Slagboom, P. Eline Ferrucci, Luigi Jula, Antti Perola, Markus Raitakari, Olli Florez, Jose C. Salomaa, Veikko Eriksson, Johan G. Frayling, Timothy M. Hicks, Andrew A. Lehtimäki, Terho Smith, George Davey Siscovick, David S. Kronenberg, Florian van Duijn, Cornelia Loos, Ruth J. F. Waterworth, Dawn M. Meigs, James B. Dupuis, Josee Richards, J. Brent Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title | Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title_full | Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title_fullStr | Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title_full_unstemmed | Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title_short | Novel Loci for Adiponectin Levels and Their Influence on Type 2 Diabetes and Metabolic Traits: A Multi-Ethnic Meta-Analysis of 45,891 Individuals |
title_sort | novel loci for adiponectin levels and their influence on type 2 diabetes and metabolic traits: a multi-ethnic meta-analysis of 45,891 individuals |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3315470/ https://www.ncbi.nlm.nih.gov/pubmed/22479202 http://dx.doi.org/10.1371/journal.pgen.1002607 |
work_keys_str_mv | AT dastanizari novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT hivertmariefrance novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT timpsonnicholas novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT perryjohnrb novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT yuanxin novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT scottroberta novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT hennemanpeter novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT heidirism novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kizerjorger novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT lyytikainenleopekka novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT fuchsbergerchristian novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT tanakatoshiko novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT morrisandrewp novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT smallkerrin novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT isaacsaaron novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT beekmanmarian novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT coassinstefan novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT lohmankurt novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT qilu novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kanonistavroula novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT pankowjamess novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT uhhaewon novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT wuying novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT bidulescuaurelian novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT rasmussentorviklauraj novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT greenwoodceliamt novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT ladouceurmartin novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT grimsbyjonna novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT manningalisak novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT liuchingti novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT koonerjaspal novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT mooservincente novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT vollenweiderpeter novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kapurkarena novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT chambersjohn novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT warehamnicholasj novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT langenbergclaudia novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT frantsrune novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT willemsvandijkko novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT oostrabena novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT willemssaram novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT laminaclaudia novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT winklerthomasw novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT psatybrucem novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT tracyrussellp novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT brodyjennifer novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT chenida novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT viikarijorma novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kahonenmika novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT pramstallerpeterp novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT evansdavidm novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT stpourcainbeate novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT sattarnaveed novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT woodandrewr novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT bandinellistefania novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT carlsonolgad novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT eganjosephinem novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT bohringerstefan novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT vanheemstdiana novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kedenkolyudmyla novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kristianssonkati novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT nuotiomarjaliisa novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT loobrittmarie novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT harristamara novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT garciamelissa novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kanayaalka novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT haunmargot novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kloppnorman novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT wichmannherich novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT deloukaspanos novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT katsareliefi novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT couperdavidj novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT duncanbruceb novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kloppenburgmargreet novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT adairlindas novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT borjajudithb novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT wilsonjamesg novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT musanisolomon novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT guoxiuqing novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT johnsontoby novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT semplerobert novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT teslovichtanyam novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT allisonmatthewa novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT redlinesusan novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT buxbaumsarahg novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT mohlkekarenl novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT meulenbeltingrid novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT ballantynechristiem novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT dedoussisgeorgev novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT hufrankb novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT liuyongmei novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT paulweberbernhard novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT spectortimothyd novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT slagboompeline novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT ferrucciluigi novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT julaantti novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT perolamarkus novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT raitakariolli novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT florezjosec novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT salomaaveikko novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT erikssonjohang novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT fraylingtimothym novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT hicksandrewa novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT lehtimakiterho novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT smithgeorgedavey novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT siscovickdavids novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT kronenbergflorian novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT vanduijncornelia novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT loosruthjf novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT waterworthdawnm novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT meigsjamesb novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT dupuisjosee novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals AT richardsjbrent novellociforadiponectinlevelsandtheirinfluenceontype2diabetesandmetabolictraitsamultiethnicmetaanalysisof45891individuals |