A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes

Identification of sequence variants robustly associated with predisposition to diabetic kidney disease (DKD) has the potential to provide insights into the pathophysiological mechanisms responsible. We conducted a genome-wide association study (GWAS) of DKD in type 2 diabetes (T2D) using eight compl...

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Main Authors: van Zuydam, Natalie R., Ahlqvist, Emma, Sandholm, Niina, Deshmukh, Harshal, Rayner, N. William, Abdalla, Moustafa, Ladenvall, Claes, Ziemek, Daniel, Fauman, Eric, Robertson, Neil R., McKeigue, Paul M., Valo, Erkka, Forsblom, Carol, Harjutsalo, Valma, Perna, Annalisa, Rurali, Erica, Marcovecchio, M Loredana, Igo, Robert P., Salem, Rany M., Perico, Norberto, Lajer, Maria, Käräjämäki, Annemari, Imamura, Minako, Kubo, Michiaki, Takahashi, Atsushi, Sim, Xueling, Liu, Jianjun, van Dam, Rob M., Jiang, Guozhi, Tam, Claudia H. T., Luk, Andrea O. Y., Lee, Heung Man, Lim, Cadmon K. P., Szeto, Cheuk Chun, So, Wing Yee, Chan, Juliana C. N., Ang, Su Fen, Dorajoo, Rajkumar, Wang, Ling, Clara, Tan Si Hua, McKnight, Amy-Jayne, Duffy, Seamus, Pezzolesi, Marcus G., Marre, Michel, Gyorgy, Beata, Hadjadj, Samy, Hiraki, Linda T., Ahluwalia, Tarunveer S., Almgren, Peter, Schulz, Christina-Alexandra, Orho-Melander, Marju, Linneberg, Allan, Christensen, Cramer, Witte, Daniel R., Grarup, Niels, Brandslund, Ivan, Melander, Olle, Paterson, Andrew D., Tregouet, David, Maxwell, Alexander P., Lim, Su Chi, Ma, Ronald C. W., Tai, E. Shyong, Maeda, Shiro, Lyssenko, Valeriya, Tuomi, Tiinamaija, Krolewski, Andrzej S., Rich, Stephen S., Hirschhorn, Joel N., Florez, Jose C., Dunger, David, Pedersen, Oluf, Hansen, Torben, Rossing, Peter, Remuzzi, Giuseppe, Brosnan, Mary Julia, Palmer, Colin N. A., Groop, Per-Henrik, Colhoun, Helen M., Groop, Leif C., McCarthy, Mark I.
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140035
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author van Zuydam, Natalie R.
Ahlqvist, Emma
Sandholm, Niina
Deshmukh, Harshal
Rayner, N. William
Abdalla, Moustafa
Ladenvall, Claes
Ziemek, Daniel
Fauman, Eric
Robertson, Neil R.
McKeigue, Paul M.
Valo, Erkka
Forsblom, Carol
Harjutsalo, Valma
Perna, Annalisa
Rurali, Erica
Marcovecchio, M Loredana
Igo, Robert P.
Salem, Rany M.
Perico, Norberto
Lajer, Maria
Käräjämäki, Annemari
Imamura, Minako
Kubo, Michiaki
Takahashi, Atsushi
Sim, Xueling
Liu, Jianjun
van Dam, Rob M.
Jiang, Guozhi
Tam, Claudia H. T.
Luk, Andrea O. Y.
Lee, Heung Man
Lim, Cadmon K. P.
Szeto, Cheuk Chun
So, Wing Yee
Chan, Juliana C. N.
Ang, Su Fen
Dorajoo, Rajkumar
Wang, Ling
Clara, Tan Si Hua
McKnight, Amy-Jayne
Duffy, Seamus
Pezzolesi, Marcus G.
Marre, Michel
Gyorgy, Beata
Hadjadj, Samy
Hiraki, Linda T.
Ahluwalia, Tarunveer S.
Almgren, Peter
Schulz, Christina-Alexandra
Orho-Melander, Marju
Linneberg, Allan
Christensen, Cramer
Witte, Daniel R.
Grarup, Niels
Brandslund, Ivan
Melander, Olle
Paterson, Andrew D.
Tregouet, David
Maxwell, Alexander P.
Lim, Su Chi
Ma, Ronald C. W.
Tai, E. Shyong
Maeda, Shiro
Lyssenko, Valeriya
Tuomi, Tiinamaija
Krolewski, Andrzej S.
Rich, Stephen S.
Hirschhorn, Joel N.
Florez, Jose C.
Dunger, David
Pedersen, Oluf
Hansen, Torben
Rossing, Peter
Remuzzi, Giuseppe
Brosnan, Mary Julia
Palmer, Colin N. A.
Groop, Per-Henrik
Colhoun, Helen M.
Groop, Leif C.
McCarthy, Mark I.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
van Zuydam, Natalie R.
Ahlqvist, Emma
Sandholm, Niina
Deshmukh, Harshal
Rayner, N. William
Abdalla, Moustafa
Ladenvall, Claes
Ziemek, Daniel
Fauman, Eric
Robertson, Neil R.
McKeigue, Paul M.
Valo, Erkka
Forsblom, Carol
Harjutsalo, Valma
Perna, Annalisa
Rurali, Erica
Marcovecchio, M Loredana
Igo, Robert P.
Salem, Rany M.
Perico, Norberto
Lajer, Maria
Käräjämäki, Annemari
Imamura, Minako
Kubo, Michiaki
Takahashi, Atsushi
Sim, Xueling
Liu, Jianjun
van Dam, Rob M.
Jiang, Guozhi
Tam, Claudia H. T.
Luk, Andrea O. Y.
Lee, Heung Man
Lim, Cadmon K. P.
Szeto, Cheuk Chun
So, Wing Yee
Chan, Juliana C. N.
Ang, Su Fen
Dorajoo, Rajkumar
Wang, Ling
Clara, Tan Si Hua
McKnight, Amy-Jayne
Duffy, Seamus
Pezzolesi, Marcus G.
Marre, Michel
Gyorgy, Beata
Hadjadj, Samy
Hiraki, Linda T.
Ahluwalia, Tarunveer S.
Almgren, Peter
Schulz, Christina-Alexandra
Orho-Melander, Marju
Linneberg, Allan
Christensen, Cramer
Witte, Daniel R.
Grarup, Niels
Brandslund, Ivan
Melander, Olle
Paterson, Andrew D.
Tregouet, David
Maxwell, Alexander P.
Lim, Su Chi
Ma, Ronald C. W.
Tai, E. Shyong
Maeda, Shiro
Lyssenko, Valeriya
Tuomi, Tiinamaija
Krolewski, Andrzej S.
Rich, Stephen S.
Hirschhorn, Joel N.
Florez, Jose C.
Dunger, David
Pedersen, Oluf
Hansen, Torben
Rossing, Peter
Remuzzi, Giuseppe
Brosnan, Mary Julia
Palmer, Colin N. A.
Groop, Per-Henrik
Colhoun, Helen M.
Groop, Leif C.
McCarthy, Mark I.
author_sort van Zuydam, Natalie R.
collection NTU
description Identification of sequence variants robustly associated with predisposition to diabetic kidney disease (DKD) has the potential to provide insights into the pathophysiological mechanisms responsible. We conducted a genome-wide association study (GWAS) of DKD in type 2 diabetes (T2D) using eight complementary dichotomous and quantitative DKD phenotypes: the principal dichotomous analysis involved 5,717 T2D subjects, 3,345 with DKD. Promising association signals were evaluated in up to 26,827 subjects with T2D (12,710 with DKD). A combined T1D+T2D GWAS was performed using complementary data available for subjects with T1D, which, with replication samples, involved up to 40,340 subjects with diabetes (18,582 with DKD). Analysis of specific DKD phenotypes identified a novel signal near GABRR1 (rs9942471, P = 4.5 × 10-8) associated with microalbuminuria in European T2D case subjects. However, no replication of this signal was observed in Asian subjects with T2D or in the equivalent T1D analysis. There was only limited support, in this substantially enlarged analysis, for association at previously reported DKD signals, except for those at UMOD and PRKAG2, both associated with estimated glomerular filtration rate. We conclude that, despite challenges in addressing phenotypic heterogeneity, access to increased sample sizes will continue to provide more robust inference regarding risk variant discovery for DKD.
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spelling ntu-10356/1400352020-05-26T05:19:51Z A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes van Zuydam, Natalie R. Ahlqvist, Emma Sandholm, Niina Deshmukh, Harshal Rayner, N. William Abdalla, Moustafa Ladenvall, Claes Ziemek, Daniel Fauman, Eric Robertson, Neil R. McKeigue, Paul M. Valo, Erkka Forsblom, Carol Harjutsalo, Valma Perna, Annalisa Rurali, Erica Marcovecchio, M Loredana Igo, Robert P. Salem, Rany M. Perico, Norberto Lajer, Maria Käräjämäki, Annemari Imamura, Minako Kubo, Michiaki Takahashi, Atsushi Sim, Xueling Liu, Jianjun van Dam, Rob M. Jiang, Guozhi Tam, Claudia H. T. Luk, Andrea O. Y. Lee, Heung Man Lim, Cadmon K. P. Szeto, Cheuk Chun So, Wing Yee Chan, Juliana C. N. Ang, Su Fen Dorajoo, Rajkumar Wang, Ling Clara, Tan Si Hua McKnight, Amy-Jayne Duffy, Seamus Pezzolesi, Marcus G. Marre, Michel Gyorgy, Beata Hadjadj, Samy Hiraki, Linda T. Ahluwalia, Tarunveer S. Almgren, Peter Schulz, Christina-Alexandra Orho-Melander, Marju Linneberg, Allan Christensen, Cramer Witte, Daniel R. Grarup, Niels Brandslund, Ivan Melander, Olle Paterson, Andrew D. Tregouet, David Maxwell, Alexander P. Lim, Su Chi Ma, Ronald C. W. Tai, E. Shyong Maeda, Shiro Lyssenko, Valeriya Tuomi, Tiinamaija Krolewski, Andrzej S. Rich, Stephen S. Hirschhorn, Joel N. Florez, Jose C. Dunger, David Pedersen, Oluf Hansen, Torben Rossing, Peter Remuzzi, Giuseppe Brosnan, Mary Julia Palmer, Colin N. A. Groop, Per-Henrik Colhoun, Helen M. Groop, Leif C. McCarthy, Mark I. Lee Kong Chian School of Medicine (LKCMedicine) Science::Medicine Diabetes Diabetic Kidney Disease Identification of sequence variants robustly associated with predisposition to diabetic kidney disease (DKD) has the potential to provide insights into the pathophysiological mechanisms responsible. We conducted a genome-wide association study (GWAS) of DKD in type 2 diabetes (T2D) using eight complementary dichotomous and quantitative DKD phenotypes: the principal dichotomous analysis involved 5,717 T2D subjects, 3,345 with DKD. Promising association signals were evaluated in up to 26,827 subjects with T2D (12,710 with DKD). A combined T1D+T2D GWAS was performed using complementary data available for subjects with T1D, which, with replication samples, involved up to 40,340 subjects with diabetes (18,582 with DKD). Analysis of specific DKD phenotypes identified a novel signal near GABRR1 (rs9942471, P = 4.5 × 10-8) associated with microalbuminuria in European T2D case subjects. However, no replication of this signal was observed in Asian subjects with T2D or in the equivalent T1D analysis. There was only limited support, in this substantially enlarged analysis, for association at previously reported DKD signals, except for those at UMOD and PRKAG2, both associated with estimated glomerular filtration rate. We conclude that, despite challenges in addressing phenotypic heterogeneity, access to increased sample sizes will continue to provide more robust inference regarding risk variant discovery for DKD. ASTAR (Agency for Sci., Tech. and Research, S’pore) NMRC (Natl Medical Research Council, S’pore) 2020-05-26T05:19:51Z 2020-05-26T05:19:51Z 2018 Journal Article van Zuydam, N. R., Ahlqvist, E., Sandholm, N., Deshmukh, H., Rayner, N. W., Abdalla, M., . . . McCarthy, M. I. (2018). A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes. Diabetes, 67(7), 1414-1427. doi:10.2337/db17-0914 0012-1797 https://hdl.handle.net/10356/140035 10.2337/db17-0914 29703844 7 67 1414 1427 en Diabetes © 2018 The American Diabetes Association. All rights reserved.
spellingShingle Science::Medicine
Diabetes
Diabetic Kidney Disease
van Zuydam, Natalie R.
Ahlqvist, Emma
Sandholm, Niina
Deshmukh, Harshal
Rayner, N. William
Abdalla, Moustafa
Ladenvall, Claes
Ziemek, Daniel
Fauman, Eric
Robertson, Neil R.
McKeigue, Paul M.
Valo, Erkka
Forsblom, Carol
Harjutsalo, Valma
Perna, Annalisa
Rurali, Erica
Marcovecchio, M Loredana
Igo, Robert P.
Salem, Rany M.
Perico, Norberto
Lajer, Maria
Käräjämäki, Annemari
Imamura, Minako
Kubo, Michiaki
Takahashi, Atsushi
Sim, Xueling
Liu, Jianjun
van Dam, Rob M.
Jiang, Guozhi
Tam, Claudia H. T.
Luk, Andrea O. Y.
Lee, Heung Man
Lim, Cadmon K. P.
Szeto, Cheuk Chun
So, Wing Yee
Chan, Juliana C. N.
Ang, Su Fen
Dorajoo, Rajkumar
Wang, Ling
Clara, Tan Si Hua
McKnight, Amy-Jayne
Duffy, Seamus
Pezzolesi, Marcus G.
Marre, Michel
Gyorgy, Beata
Hadjadj, Samy
Hiraki, Linda T.
Ahluwalia, Tarunveer S.
Almgren, Peter
Schulz, Christina-Alexandra
Orho-Melander, Marju
Linneberg, Allan
Christensen, Cramer
Witte, Daniel R.
Grarup, Niels
Brandslund, Ivan
Melander, Olle
Paterson, Andrew D.
Tregouet, David
Maxwell, Alexander P.
Lim, Su Chi
Ma, Ronald C. W.
Tai, E. Shyong
Maeda, Shiro
Lyssenko, Valeriya
Tuomi, Tiinamaija
Krolewski, Andrzej S.
Rich, Stephen S.
Hirschhorn, Joel N.
Florez, Jose C.
Dunger, David
Pedersen, Oluf
Hansen, Torben
Rossing, Peter
Remuzzi, Giuseppe
Brosnan, Mary Julia
Palmer, Colin N. A.
Groop, Per-Henrik
Colhoun, Helen M.
Groop, Leif C.
McCarthy, Mark I.
A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title_full A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title_fullStr A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title_full_unstemmed A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title_short A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes
title_sort genome wide association study of diabetic kidney disease in subjects with type 2 diabetes
topic Science::Medicine
Diabetes
Diabetic Kidney Disease
url https://hdl.handle.net/10356/140035
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AT szetocheukchun genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT sowingyee genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT chanjulianacn genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT angsufen genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT dorajoorajkumar genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT wangling genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT claratansihua genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
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AT gyorgybeata genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT hadjadjsamy genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT hirakilindat genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT ahluwaliatarunveers genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT almgrenpeter genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT schulzchristinaalexandra genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
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AT linnebergallan genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT christensencramer genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT wittedanielr genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT grarupniels genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT brandslundivan genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
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AT patersonandrewd genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT tregouetdavid genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT maxwellalexanderp genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT limsuchi genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT maronaldcw genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT taieshyong genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT maedashiro genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT lyssenkovaleriya genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT tuomitiinamaija genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT krolewskiandrzejs genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT richstephens genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT hirschhornjoeln genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT florezjosec genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT dungerdavid genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT pedersenoluf genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT hansentorben genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT rossingpeter genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT remuzzigiuseppe genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT brosnanmaryjulia genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT palmercolinna genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT groopperhenrik genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT colhounhelenm genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT groopleifc genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes
AT mccarthymarki genomewideassociationstudyofdiabetickidneydiseaseinsubjectswithtype2diabetes