Cargando…

Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes

Elevated concentrations of albumin in the urine, albuminuria, are a hallmark of diabetic kidney disease and are associated with an increased risk for end-stage renal disease and cardiovascular events. To gain insight into the pathophysiological mechanisms underlying albuminuria, we conducted meta-an...

Descripción completa

Detalles Bibliográficos
Autores principales: Teumer, Alexander, Tin, Adrienne, Sorice, Rossella, Gorski, Mathias, Yeo, Nan Cher, Chu, Audrey Y., Li, Man, Li, Yong, Mijatovic, Vladan, Ko, Yi-An, Taliun, Daniel, Luciani, Alessandro, Chen, Ming-Huei, Yang, Qiong, Foster, Meredith C., Olden, Matthias, Hiraki, Linda T., Tayo, Bamidele O., Fuchsberger, Christian, Dieffenbach, Aida Karina, Shuldiner, Alan R., Smith, Albert V., Zappa, Allison M., Lupo, Antonio, Kollerits, Barbara, Ponte, Belen, Stengel, Bénédicte, Krämer, Bernhard K., Paulweber, Bernhard, Mitchell, Braxton D., Hayward, Caroline, Helmer, Catherine, Meisinger, Christa, Gieger, Christian, Shaffer, Christian M., Müller, Christian, Langenberg, Claudia, Ackermann, Daniel, Siscovick, David, Boerwinkle, Eric, Kronenberg, Florian, Ehret, Georg B., Homuth, Georg, Waeber, Gerard, Navis, Gerjan, Gambaro, Giovanni, Malerba, Giovanni, Eiriksdottir, Gudny, Li, Guo, Wichmann, H. Erich, Grallert, Harald, Wallaschofski, Henri, Völzke, Henry, Brenner, Herrmann, Kramer, Holly, Leach, I. Mateo, Rudan, Igor, Hillege, Hans L., Beckmann, Jacques S., Lambert, Jean Charles, Luan, Jian'an, Zhao, Jing Hua, Chalmers, John, Coresh, Josef, Denny, Joshua C., Butterbach, Katja, Launer, Lenore J., Ferrucci, Luigi, Kedenko, Lyudmyla, Haun, Margot, Metzger, Marie, Woodward, Mark, Hoffman, Matthew J., Nauck, Matthias, Waldenberger, Melanie, Pruijm, Menno, Bochud, Murielle, Rheinberger, Myriam, Verweij, Niek, Wareham, Nicholas J., Endlich, Nicole, Soranzo, Nicole, Polasek, Ozren, van der Harst, Pim, Pramstaller, Peter Paul, Vollenweider, Peter, Wild, Philipp S., Gansevoort, Ron T., Rettig, Rainer, Biffar, Reiner, Carroll, Robert J., Katz, Ronit, Loos, Ruth J.F., Hwang, Shih-Jen, Coassin, Stefan, Bergmann, Sven, Rosas, Sylvia E., Stracke, Sylvia, Harris, Tamara B., Corre, Tanguy, Zeller, Tanja, Illig, Thomas, Aspelund, Thor, Tanaka, Toshiko, Lendeckel, Uwe, Völker, Uwe, Gudnason, Vilmundur, Chouraki, Vincent, Koenig, Wolfgang, Kutalik, Zoltan, O'Connell, Jeffrey R., Parsa, Afshin, Heid, Iris M., Paterson, Andrew D., de Boer, Ian H., Devuyst, Olivier, Lazar, Jozef, Endlich, Karlhans, Susztak, Katalin, Tremblay, Johanne, Hamet, Pavel, Jacob, Howard J., Böger, Carsten A., Fox, Caroline S., Pattaro, Cristian, Köttgen, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4764151/
https://www.ncbi.nlm.nih.gov/pubmed/26631737
http://dx.doi.org/10.2337/db15-1313
_version_ 1782417349965512704
author Teumer, Alexander
Tin, Adrienne
Sorice, Rossella
Gorski, Mathias
Yeo, Nan Cher
Chu, Audrey Y.
Li, Man
Li, Yong
Mijatovic, Vladan
Ko, Yi-An
Taliun, Daniel
Luciani, Alessandro
Chen, Ming-Huei
Yang, Qiong
Foster, Meredith C.
Olden, Matthias
Hiraki, Linda T.
Tayo, Bamidele O.
Fuchsberger, Christian
Dieffenbach, Aida Karina
Shuldiner, Alan R.
Smith, Albert V.
Zappa, Allison M.
Lupo, Antonio
Kollerits, Barbara
Ponte, Belen
Stengel, Bénédicte
Krämer, Bernhard K.
Paulweber, Bernhard
Mitchell, Braxton D.
Hayward, Caroline
Helmer, Catherine
Meisinger, Christa
Gieger, Christian
Shaffer, Christian M.
Müller, Christian
Langenberg, Claudia
Ackermann, Daniel
Siscovick, David
Boerwinkle, Eric
Kronenberg, Florian
Ehret, Georg B.
Homuth, Georg
Waeber, Gerard
Navis, Gerjan
Gambaro, Giovanni
Malerba, Giovanni
Eiriksdottir, Gudny
Li, Guo
Wichmann, H. Erich
Grallert, Harald
Wallaschofski, Henri
Völzke, Henry
Brenner, Herrmann
Kramer, Holly
Leach, I. Mateo
Rudan, Igor
Hillege, Hans L.
Beckmann, Jacques S.
Lambert, Jean Charles
Luan, Jian'an
Zhao, Jing Hua
Chalmers, John
Coresh, Josef
Denny, Joshua C.
Butterbach, Katja
Launer, Lenore J.
Ferrucci, Luigi
Kedenko, Lyudmyla
Haun, Margot
Metzger, Marie
Woodward, Mark
Hoffman, Matthew J.
Nauck, Matthias
Waldenberger, Melanie
Pruijm, Menno
Bochud, Murielle
Rheinberger, Myriam
Verweij, Niek
Wareham, Nicholas J.
Endlich, Nicole
Soranzo, Nicole
Polasek, Ozren
van der Harst, Pim
Pramstaller, Peter Paul
Vollenweider, Peter
Wild, Philipp S.
Gansevoort, Ron T.
Rettig, Rainer
Biffar, Reiner
Carroll, Robert J.
Katz, Ronit
Loos, Ruth J.F.
Hwang, Shih-Jen
Coassin, Stefan
Bergmann, Sven
Rosas, Sylvia E.
Stracke, Sylvia
Harris, Tamara B.
Corre, Tanguy
Zeller, Tanja
Illig, Thomas
Aspelund, Thor
Tanaka, Toshiko
Lendeckel, Uwe
Völker, Uwe
Gudnason, Vilmundur
Chouraki, Vincent
Koenig, Wolfgang
Kutalik, Zoltan
O'Connell, Jeffrey R.
Parsa, Afshin
Heid, Iris M.
Paterson, Andrew D.
de Boer, Ian H.
Devuyst, Olivier
Lazar, Jozef
Endlich, Karlhans
Susztak, Katalin
Tremblay, Johanne
Hamet, Pavel
Jacob, Howard J.
Böger, Carsten A.
Fox, Caroline S.
Pattaro, Cristian
Köttgen, Anna
author_facet Teumer, Alexander
Tin, Adrienne
Sorice, Rossella
Gorski, Mathias
Yeo, Nan Cher
Chu, Audrey Y.
Li, Man
Li, Yong
Mijatovic, Vladan
Ko, Yi-An
Taliun, Daniel
Luciani, Alessandro
Chen, Ming-Huei
Yang, Qiong
Foster, Meredith C.
Olden, Matthias
Hiraki, Linda T.
Tayo, Bamidele O.
Fuchsberger, Christian
Dieffenbach, Aida Karina
Shuldiner, Alan R.
Smith, Albert V.
Zappa, Allison M.
Lupo, Antonio
Kollerits, Barbara
Ponte, Belen
Stengel, Bénédicte
Krämer, Bernhard K.
Paulweber, Bernhard
Mitchell, Braxton D.
Hayward, Caroline
Helmer, Catherine
Meisinger, Christa
Gieger, Christian
Shaffer, Christian M.
Müller, Christian
Langenberg, Claudia
Ackermann, Daniel
Siscovick, David
Boerwinkle, Eric
Kronenberg, Florian
Ehret, Georg B.
Homuth, Georg
Waeber, Gerard
Navis, Gerjan
Gambaro, Giovanni
Malerba, Giovanni
Eiriksdottir, Gudny
Li, Guo
Wichmann, H. Erich
Grallert, Harald
Wallaschofski, Henri
Völzke, Henry
Brenner, Herrmann
Kramer, Holly
Leach, I. Mateo
Rudan, Igor
Hillege, Hans L.
Beckmann, Jacques S.
Lambert, Jean Charles
Luan, Jian'an
Zhao, Jing Hua
Chalmers, John
Coresh, Josef
Denny, Joshua C.
Butterbach, Katja
Launer, Lenore J.
Ferrucci, Luigi
Kedenko, Lyudmyla
Haun, Margot
Metzger, Marie
Woodward, Mark
Hoffman, Matthew J.
Nauck, Matthias
Waldenberger, Melanie
Pruijm, Menno
Bochud, Murielle
Rheinberger, Myriam
Verweij, Niek
Wareham, Nicholas J.
Endlich, Nicole
Soranzo, Nicole
Polasek, Ozren
van der Harst, Pim
Pramstaller, Peter Paul
Vollenweider, Peter
Wild, Philipp S.
Gansevoort, Ron T.
Rettig, Rainer
Biffar, Reiner
Carroll, Robert J.
Katz, Ronit
Loos, Ruth J.F.
Hwang, Shih-Jen
Coassin, Stefan
Bergmann, Sven
Rosas, Sylvia E.
Stracke, Sylvia
Harris, Tamara B.
Corre, Tanguy
Zeller, Tanja
Illig, Thomas
Aspelund, Thor
Tanaka, Toshiko
Lendeckel, Uwe
Völker, Uwe
Gudnason, Vilmundur
Chouraki, Vincent
Koenig, Wolfgang
Kutalik, Zoltan
O'Connell, Jeffrey R.
Parsa, Afshin
Heid, Iris M.
Paterson, Andrew D.
de Boer, Ian H.
Devuyst, Olivier
Lazar, Jozef
Endlich, Karlhans
Susztak, Katalin
Tremblay, Johanne
Hamet, Pavel
Jacob, Howard J.
Böger, Carsten A.
Fox, Caroline S.
Pattaro, Cristian
Köttgen, Anna
author_sort Teumer, Alexander
collection PubMed
description Elevated concentrations of albumin in the urine, albuminuria, are a hallmark of diabetic kidney disease and are associated with an increased risk for end-stage renal disease and cardiovascular events. To gain insight into the pathophysiological mechanisms underlying albuminuria, we conducted meta-analyses of genome-wide association studies and independent replication in up to 5,825 individuals of European ancestry with diabetes and up to 46,061 without diabetes, followed by functional studies. Known associations of variants in CUBN, encoding cubilin, with the urinary albumin-to-creatinine ratio (UACR) were confirmed in the overall sample (P = 2.4 × 10(−10)). Gene-by-diabetes interactions were detected and confirmed for variants in HS6ST1 and near RAB38/CTSC. Single nucleotide polymorphisms at these loci demonstrated a genetic effect on UACR in individuals with but not without diabetes. The change in the average UACR per minor allele was 21% for HS6ST1 (P = 6.3 × 10(–7)) and 13% for RAB38/CTSC (P = 5.8 × 10(−7)). Experiments using streptozotocin-induced diabetic Rab38 knockout and control rats showed higher urinary albumin concentrations and reduced amounts of megalin and cubilin at the proximal tubule cell surface in Rab38 knockout versus control rats. Relative expression of RAB38 was higher in tubuli of patients with diabetic kidney disease compared with control subjects. The loci identified here confirm known pathways and highlight novel pathways influencing albuminuria.
format Online
Article
Text
id pubmed-4764151
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher American Diabetes Association
record_format MEDLINE/PubMed
spelling pubmed-47641512017-03-01 Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes Teumer, Alexander Tin, Adrienne Sorice, Rossella Gorski, Mathias Yeo, Nan Cher Chu, Audrey Y. Li, Man Li, Yong Mijatovic, Vladan Ko, Yi-An Taliun, Daniel Luciani, Alessandro Chen, Ming-Huei Yang, Qiong Foster, Meredith C. Olden, Matthias Hiraki, Linda T. Tayo, Bamidele O. Fuchsberger, Christian Dieffenbach, Aida Karina Shuldiner, Alan R. Smith, Albert V. Zappa, Allison M. Lupo, Antonio Kollerits, Barbara Ponte, Belen Stengel, Bénédicte Krämer, Bernhard K. Paulweber, Bernhard Mitchell, Braxton D. Hayward, Caroline Helmer, Catherine Meisinger, Christa Gieger, Christian Shaffer, Christian M. Müller, Christian Langenberg, Claudia Ackermann, Daniel Siscovick, David Boerwinkle, Eric Kronenberg, Florian Ehret, Georg B. Homuth, Georg Waeber, Gerard Navis, Gerjan Gambaro, Giovanni Malerba, Giovanni Eiriksdottir, Gudny Li, Guo Wichmann, H. Erich Grallert, Harald Wallaschofski, Henri Völzke, Henry Brenner, Herrmann Kramer, Holly Leach, I. Mateo Rudan, Igor Hillege, Hans L. Beckmann, Jacques S. Lambert, Jean Charles Luan, Jian'an Zhao, Jing Hua Chalmers, John Coresh, Josef Denny, Joshua C. Butterbach, Katja Launer, Lenore J. Ferrucci, Luigi Kedenko, Lyudmyla Haun, Margot Metzger, Marie Woodward, Mark Hoffman, Matthew J. Nauck, Matthias Waldenberger, Melanie Pruijm, Menno Bochud, Murielle Rheinberger, Myriam Verweij, Niek Wareham, Nicholas J. Endlich, Nicole Soranzo, Nicole Polasek, Ozren van der Harst, Pim Pramstaller, Peter Paul Vollenweider, Peter Wild, Philipp S. Gansevoort, Ron T. Rettig, Rainer Biffar, Reiner Carroll, Robert J. Katz, Ronit Loos, Ruth J.F. Hwang, Shih-Jen Coassin, Stefan Bergmann, Sven Rosas, Sylvia E. Stracke, Sylvia Harris, Tamara B. Corre, Tanguy Zeller, Tanja Illig, Thomas Aspelund, Thor Tanaka, Toshiko Lendeckel, Uwe Völker, Uwe Gudnason, Vilmundur Chouraki, Vincent Koenig, Wolfgang Kutalik, Zoltan O'Connell, Jeffrey R. Parsa, Afshin Heid, Iris M. Paterson, Andrew D. de Boer, Ian H. Devuyst, Olivier Lazar, Jozef Endlich, Karlhans Susztak, Katalin Tremblay, Johanne Hamet, Pavel Jacob, Howard J. Böger, Carsten A. Fox, Caroline S. Pattaro, Cristian Köttgen, Anna Diabetes Genetics/Genomes/Proteomics/Metabolomics Elevated concentrations of albumin in the urine, albuminuria, are a hallmark of diabetic kidney disease and are associated with an increased risk for end-stage renal disease and cardiovascular events. To gain insight into the pathophysiological mechanisms underlying albuminuria, we conducted meta-analyses of genome-wide association studies and independent replication in up to 5,825 individuals of European ancestry with diabetes and up to 46,061 without diabetes, followed by functional studies. Known associations of variants in CUBN, encoding cubilin, with the urinary albumin-to-creatinine ratio (UACR) were confirmed in the overall sample (P = 2.4 × 10(−10)). Gene-by-diabetes interactions were detected and confirmed for variants in HS6ST1 and near RAB38/CTSC. Single nucleotide polymorphisms at these loci demonstrated a genetic effect on UACR in individuals with but not without diabetes. The change in the average UACR per minor allele was 21% for HS6ST1 (P = 6.3 × 10(–7)) and 13% for RAB38/CTSC (P = 5.8 × 10(−7)). Experiments using streptozotocin-induced diabetic Rab38 knockout and control rats showed higher urinary albumin concentrations and reduced amounts of megalin and cubilin at the proximal tubule cell surface in Rab38 knockout versus control rats. Relative expression of RAB38 was higher in tubuli of patients with diabetic kidney disease compared with control subjects. The loci identified here confirm known pathways and highlight novel pathways influencing albuminuria. American Diabetes Association 2016-03 2015-12-02 /pmc/articles/PMC4764151/ /pubmed/26631737 http://dx.doi.org/10.2337/db15-1313 Text en © 2016 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered.
spellingShingle Genetics/Genomes/Proteomics/Metabolomics
Teumer, Alexander
Tin, Adrienne
Sorice, Rossella
Gorski, Mathias
Yeo, Nan Cher
Chu, Audrey Y.
Li, Man
Li, Yong
Mijatovic, Vladan
Ko, Yi-An
Taliun, Daniel
Luciani, Alessandro
Chen, Ming-Huei
Yang, Qiong
Foster, Meredith C.
Olden, Matthias
Hiraki, Linda T.
Tayo, Bamidele O.
Fuchsberger, Christian
Dieffenbach, Aida Karina
Shuldiner, Alan R.
Smith, Albert V.
Zappa, Allison M.
Lupo, Antonio
Kollerits, Barbara
Ponte, Belen
Stengel, Bénédicte
Krämer, Bernhard K.
Paulweber, Bernhard
Mitchell, Braxton D.
Hayward, Caroline
Helmer, Catherine
Meisinger, Christa
Gieger, Christian
Shaffer, Christian M.
Müller, Christian
Langenberg, Claudia
Ackermann, Daniel
Siscovick, David
Boerwinkle, Eric
Kronenberg, Florian
Ehret, Georg B.
Homuth, Georg
Waeber, Gerard
Navis, Gerjan
Gambaro, Giovanni
Malerba, Giovanni
Eiriksdottir, Gudny
Li, Guo
Wichmann, H. Erich
Grallert, Harald
Wallaschofski, Henri
Völzke, Henry
Brenner, Herrmann
Kramer, Holly
Leach, I. Mateo
Rudan, Igor
Hillege, Hans L.
Beckmann, Jacques S.
Lambert, Jean Charles
Luan, Jian'an
Zhao, Jing Hua
Chalmers, John
Coresh, Josef
Denny, Joshua C.
Butterbach, Katja
Launer, Lenore J.
Ferrucci, Luigi
Kedenko, Lyudmyla
Haun, Margot
Metzger, Marie
Woodward, Mark
Hoffman, Matthew J.
Nauck, Matthias
Waldenberger, Melanie
Pruijm, Menno
Bochud, Murielle
Rheinberger, Myriam
Verweij, Niek
Wareham, Nicholas J.
Endlich, Nicole
Soranzo, Nicole
Polasek, Ozren
van der Harst, Pim
Pramstaller, Peter Paul
Vollenweider, Peter
Wild, Philipp S.
Gansevoort, Ron T.
Rettig, Rainer
Biffar, Reiner
Carroll, Robert J.
Katz, Ronit
Loos, Ruth J.F.
Hwang, Shih-Jen
Coassin, Stefan
Bergmann, Sven
Rosas, Sylvia E.
Stracke, Sylvia
Harris, Tamara B.
Corre, Tanguy
Zeller, Tanja
Illig, Thomas
Aspelund, Thor
Tanaka, Toshiko
Lendeckel, Uwe
Völker, Uwe
Gudnason, Vilmundur
Chouraki, Vincent
Koenig, Wolfgang
Kutalik, Zoltan
O'Connell, Jeffrey R.
Parsa, Afshin
Heid, Iris M.
Paterson, Andrew D.
de Boer, Ian H.
Devuyst, Olivier
Lazar, Jozef
Endlich, Karlhans
Susztak, Katalin
Tremblay, Johanne
Hamet, Pavel
Jacob, Howard J.
Böger, Carsten A.
Fox, Caroline S.
Pattaro, Cristian
Köttgen, Anna
Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title_full Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title_fullStr Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title_full_unstemmed Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title_short Genome-wide Association Studies Identify Genetic Loci Associated With Albuminuria in Diabetes
title_sort genome-wide association studies identify genetic loci associated with albuminuria in diabetes
topic Genetics/Genomes/Proteomics/Metabolomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4764151/
https://www.ncbi.nlm.nih.gov/pubmed/26631737
http://dx.doi.org/10.2337/db15-1313
work_keys_str_mv AT teumeralexander genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT tinadrienne genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT soricerossella genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT gorskimathias genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT yeonancher genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT chuaudreyy genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT liman genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT liyong genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT mijatovicvladan genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT koyian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT taliundaniel genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT lucianialessandro genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT chenminghuei genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT yangqiong genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT fostermeredithc genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT oldenmatthias genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT hirakilindat genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT tayobamideleo genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT fuchsbergerchristian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT dieffenbachaidakarina genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT shuldineralanr genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT smithalbertv genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT zappaallisonm genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT lupoantonio genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kolleritsbarbara genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT pontebelen genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT stengelbenedicte genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kramerbernhardk genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT paulweberbernhard genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT mitchellbraxtond genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT haywardcaroline genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT helmercatherine genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT meisingerchrista genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT giegerchristian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT shafferchristianm genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT mullerchristian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT langenbergclaudia genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT ackermanndaniel genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT siscovickdavid genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT boerwinkleeric genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kronenbergflorian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT ehretgeorgb genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT homuthgeorg genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT waebergerard genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT navisgerjan genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT gambarogiovanni genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT malerbagiovanni genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT eiriksdottirgudny genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT liguo genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT wichmannherich genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT grallertharald genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT wallaschofskihenri genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT volzkehenry genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT brennerherrmann genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kramerholly genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT leachimateo genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT rudanigor genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT hillegehansl genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT beckmannjacquess genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT lambertjeancharles genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT luanjianan genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT zhaojinghua genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT chalmersjohn genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT coreshjosef genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT dennyjoshuac genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT butterbachkatja genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT launerlenorej genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT ferrucciluigi genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kedenkolyudmyla genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT haunmargot genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT metzgermarie genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT woodwardmark genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT hoffmanmatthewj genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT nauckmatthias genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT waldenbergermelanie genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT pruijmmenno genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT bochudmurielle genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT rheinbergermyriam genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT verweijniek genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT warehamnicholasj genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT endlichnicole genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT soranzonicole genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT polasekozren genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT vanderharstpim genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT pramstallerpeterpaul genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT vollenweiderpeter genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT wildphilipps genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT gansevoortront genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT rettigrainer genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT biffarreiner genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT carrollrobertj genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT katzronit genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT loosruthjf genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT hwangshihjen genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT coassinstefan genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT bergmannsven genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT rosassylviae genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT strackesylvia genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT harristamarab genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT corretanguy genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT zellertanja genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT illigthomas genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT aspelundthor genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT tanakatoshiko genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT lendeckeluwe genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT volkeruwe genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT gudnasonvilmundur genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT chourakivincent genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT koenigwolfgang genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kutalikzoltan genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT oconnelljeffreyr genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT parsaafshin genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT heidirism genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT patersonandrewd genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT deboerianh genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT devuystolivier genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT lazarjozef genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT endlichkarlhans genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT susztakkatalin genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT tremblayjohanne genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT hametpavel genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT jacobhowardj genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT bogercarstena genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT foxcarolines genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT pattarocristian genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes
AT kottgenanna genomewideassociationstudiesidentifygeneticlociassociatedwithalbuminuriaindiabetes