Meta-analyses identify DNA methylation associated with kidney function and damage

Chronic kidney disease is a major public health burden. Elevated urinary albumin-to-creatinine ratio is a measure of kidney damage, and used to diagnose and stage chronic kidney disease. To extend the knowledge on regulatory mechanisms related to kidney function and disease, we conducted a blood-bas...

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Main Authors: Schlosser, Pascal, Tin, Adrienne, Matias-Garcia, Pamela R., Thio, Chris H. L., Joehanes, Roby, Liu, Hongbo, Weihs, Antoine, Yu, Zhi, Hoppmann, Anselm, Grundner-Culemann, Franziska, Min, Josine L., Adeyemo, Adebowale A., Agyemang, Charles, Ärnlöv, Johan, Aziz, Nasir A., Baccarelli, Andrea, Bochud, Murielle, Brenner, Hermann, Breteler, Monique M. B., Carmeli, Cristian, Chaker, Layal, Chambers, John C., Cole, Shelley A., Coresh, Josef, Corre, Tanguy, Correa, Adolfo, Cox, Simon R., de Klein, Niek, Delgado, Graciela E., Domingo-Relloso, Arce, Eckardt, Kai-Uwe, Ekici, Arif B., Endlich, Karlhans, Evans, Kathryn L., Floyd, James S., Fornage, Myriam, Franke, Lude, Fraszczyk, Eliza, Gao, Xu, Gào, Xīn, Ghanbari, Mohsen, Ghasemi, Sahar, Gieger, Christian, Greenland, Philip, Grove, Megan L., Harris, Sarah E., Hemani, Gibran, Henneman, Peter, Herder, Christian, Horvath, Steve, Hou, Lifang, Hurme, Mikko A., Hwang, Shih-Jen, Jarvelin, Marjo-Riitta, Kardia, Sharon L. R., Kasela, Silva, Kleber, Marcus E., Koenig, Wolfgang, Kooner, Jaspal S., Kramer, Holly, Kronenberg, Florian, Kühnel, Brigitte, Lehtimäki, Terho, Lind, Lars, Liu, Dan, Liu, Yongmei, Lloyd-Jones, Donald M., Lohman, Kurt, Lorkowski, Stefan, Lu, Ake T., Marioni, Riccardo E., März, Winfried, McCartney, Daniel L., Meeks, Karlijn A. C., Milani, Lili, Mishra, Pashupati P., Nauck, Matthias, Navas-Acien, Ana, Nowak, Christoph, Peters, Annette, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli T., Ratliff, Scott M., Reiner, Alex P., Rosas, Sylvia E., Schöttker, Ben, Schwartz, Joel, Sedaghat, Sanaz, Smith, Jennifer A., Sotoodehnia, Nona, Stocker, Hannah R., Stringhini, Silvia, Sundström, Johan, Swenson, Brenton R., Tellez-Plaza, Maria, van Meurs, Joyce B. J., van Vliet-Ostaptchouk, Jana V., Venema, Andrea, Verweij, Niek, Walker, Rosie M., Wielscher, Matthias, Winkelmann, Juliane, Wolffenbuttel, Bruce H. R., Zhao, Wei, Zheng, Yinan, Esko, Tõnu, Metspalu, Andres, Mägi, Reedik, Nelis, Mari, Loh, Marie, Snieder, Harold, Levy, Daniel, Waldenberger, Melanie, Susztak, Katalin, Köttgen, Anna, Teumer, Alexander
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/163232
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-163232
record_format dspace
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
Interferon Regulatory Factor
Membrane Protein
spellingShingle Science::Medicine
Interferon Regulatory Factor
Membrane Protein
Schlosser, Pascal
Tin, Adrienne
Matias-Garcia, Pamela R.
Thio, Chris H. L.
Joehanes, Roby
Liu, Hongbo
Weihs, Antoine
Yu, Zhi
Hoppmann, Anselm
Grundner-Culemann, Franziska
Min, Josine L.
Adeyemo, Adebowale A.
Agyemang, Charles
Ärnlöv, Johan
Aziz, Nasir A.
Baccarelli, Andrea
Bochud, Murielle
Brenner, Hermann
Breteler, Monique M. B.
Carmeli, Cristian
Chaker, Layal
Chambers, John C.
Cole, Shelley A.
Coresh, Josef
Corre, Tanguy
Correa, Adolfo
Cox, Simon R.
de Klein, Niek
Delgado, Graciela E.
Domingo-Relloso, Arce
Eckardt, Kai-Uwe
Ekici, Arif B.
Endlich, Karlhans
Evans, Kathryn L.
Floyd, James S.
Fornage, Myriam
Franke, Lude
Fraszczyk, Eliza
Gao, Xu
Gào, Xīn
Ghanbari, Mohsen
Ghasemi, Sahar
Gieger, Christian
Greenland, Philip
Grove, Megan L.
Harris, Sarah E.
Hemani, Gibran
Henneman, Peter
Herder, Christian
Horvath, Steve
Hou, Lifang
Hurme, Mikko A.
Hwang, Shih-Jen
Jarvelin, Marjo-Riitta
Kardia, Sharon L. R.
Kasela, Silva
Kleber, Marcus E.
Koenig, Wolfgang
Kooner, Jaspal S.
Kramer, Holly
Kronenberg, Florian
Kühnel, Brigitte
Lehtimäki, Terho
Lind, Lars
Liu, Dan
Liu, Yongmei
Lloyd-Jones, Donald M.
Lohman, Kurt
Lorkowski, Stefan
Lu, Ake T.
Marioni, Riccardo E.
März, Winfried
McCartney, Daniel L.
Meeks, Karlijn A. C.
Milani, Lili
Mishra, Pashupati P.
Nauck, Matthias
Navas-Acien, Ana
Nowak, Christoph
Peters, Annette
Prokisch, Holger
Psaty, Bruce M.
Raitakari, Olli T.
Ratliff, Scott M.
Reiner, Alex P.
Rosas, Sylvia E.
Schöttker, Ben
Schwartz, Joel
Sedaghat, Sanaz
Smith, Jennifer A.
Sotoodehnia, Nona
Stocker, Hannah R.
Stringhini, Silvia
Sundström, Johan
Swenson, Brenton R.
Tellez-Plaza, Maria
van Meurs, Joyce B. J.
van Vliet-Ostaptchouk, Jana V.
Venema, Andrea
Verweij, Niek
Walker, Rosie M.
Wielscher, Matthias
Winkelmann, Juliane
Wolffenbuttel, Bruce H. R.
Zhao, Wei
Zheng, Yinan
Milani, Lili
Esko, Tõnu
Metspalu, Andres
Mägi, Reedik
Nelis, Mari
Min, Josine L.
Hemani, Gibran
Loh, Marie
Snieder, Harold
Levy, Daniel
Waldenberger, Melanie
Susztak, Katalin
Köttgen, Anna
Teumer, Alexander
Meta-analyses identify DNA methylation associated with kidney function and damage
description Chronic kidney disease is a major public health burden. Elevated urinary albumin-to-creatinine ratio is a measure of kidney damage, and used to diagnose and stage chronic kidney disease. To extend the knowledge on regulatory mechanisms related to kidney function and disease, we conducted a blood-based epigenome-wide association study for estimated glomerular filtration rate (n = 33,605) and urinary albumin-to-creatinine ratio (n = 15,068) and detected 69 and seven CpG sites where DNA methylation was associated with the respective trait. The majority of these findings showed directionally consistent associations with the respective clinical outcomes chronic kidney disease and moderately increased albuminuria. Associations of DNA methylation with kidney function, such as CpGs at JAZF1, PELI1 and CHD2 were validated in kidney tissue. Methylation at PHRF1, LDB2, CSRNP1 and IRF5 indicated causal effects on kidney function. Enrichment analyses revealed pathways related to hemostasis and blood cell migration for estimated glomerular filtration rate, and immune cell activation and response for urinary albumin-to-creatinineratio-associated CpGs.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Schlosser, Pascal
Tin, Adrienne
Matias-Garcia, Pamela R.
Thio, Chris H. L.
Joehanes, Roby
Liu, Hongbo
Weihs, Antoine
Yu, Zhi
Hoppmann, Anselm
Grundner-Culemann, Franziska
Min, Josine L.
Adeyemo, Adebowale A.
Agyemang, Charles
Ärnlöv, Johan
Aziz, Nasir A.
Baccarelli, Andrea
Bochud, Murielle
Brenner, Hermann
Breteler, Monique M. B.
Carmeli, Cristian
Chaker, Layal
Chambers, John C.
Cole, Shelley A.
Coresh, Josef
Corre, Tanguy
Correa, Adolfo
Cox, Simon R.
de Klein, Niek
Delgado, Graciela E.
Domingo-Relloso, Arce
Eckardt, Kai-Uwe
Ekici, Arif B.
Endlich, Karlhans
Evans, Kathryn L.
Floyd, James S.
Fornage, Myriam
Franke, Lude
Fraszczyk, Eliza
Gao, Xu
Gào, Xīn
Ghanbari, Mohsen
Ghasemi, Sahar
Gieger, Christian
Greenland, Philip
Grove, Megan L.
Harris, Sarah E.
Hemani, Gibran
Henneman, Peter
Herder, Christian
Horvath, Steve
Hou, Lifang
Hurme, Mikko A.
Hwang, Shih-Jen
Jarvelin, Marjo-Riitta
Kardia, Sharon L. R.
Kasela, Silva
Kleber, Marcus E.
Koenig, Wolfgang
Kooner, Jaspal S.
Kramer, Holly
Kronenberg, Florian
Kühnel, Brigitte
Lehtimäki, Terho
Lind, Lars
Liu, Dan
Liu, Yongmei
Lloyd-Jones, Donald M.
Lohman, Kurt
Lorkowski, Stefan
Lu, Ake T.
Marioni, Riccardo E.
März, Winfried
McCartney, Daniel L.
Meeks, Karlijn A. C.
Milani, Lili
Mishra, Pashupati P.
Nauck, Matthias
Navas-Acien, Ana
Nowak, Christoph
Peters, Annette
Prokisch, Holger
Psaty, Bruce M.
Raitakari, Olli T.
Ratliff, Scott M.
Reiner, Alex P.
Rosas, Sylvia E.
Schöttker, Ben
Schwartz, Joel
Sedaghat, Sanaz
Smith, Jennifer A.
Sotoodehnia, Nona
Stocker, Hannah R.
Stringhini, Silvia
Sundström, Johan
Swenson, Brenton R.
Tellez-Plaza, Maria
van Meurs, Joyce B. J.
van Vliet-Ostaptchouk, Jana V.
Venema, Andrea
Verweij, Niek
Walker, Rosie M.
Wielscher, Matthias
Winkelmann, Juliane
Wolffenbuttel, Bruce H. R.
Zhao, Wei
Zheng, Yinan
Milani, Lili
Esko, Tõnu
Metspalu, Andres
Mägi, Reedik
Nelis, Mari
Min, Josine L.
Hemani, Gibran
Loh, Marie
Snieder, Harold
Levy, Daniel
Waldenberger, Melanie
Susztak, Katalin
Köttgen, Anna
Teumer, Alexander
format Article
author Schlosser, Pascal
Tin, Adrienne
Matias-Garcia, Pamela R.
Thio, Chris H. L.
Joehanes, Roby
Liu, Hongbo
Weihs, Antoine
Yu, Zhi
Hoppmann, Anselm
Grundner-Culemann, Franziska
Min, Josine L.
Adeyemo, Adebowale A.
Agyemang, Charles
Ärnlöv, Johan
Aziz, Nasir A.
Baccarelli, Andrea
Bochud, Murielle
Brenner, Hermann
Breteler, Monique M. B.
Carmeli, Cristian
Chaker, Layal
Chambers, John C.
Cole, Shelley A.
Coresh, Josef
Corre, Tanguy
Correa, Adolfo
Cox, Simon R.
de Klein, Niek
Delgado, Graciela E.
Domingo-Relloso, Arce
Eckardt, Kai-Uwe
Ekici, Arif B.
Endlich, Karlhans
Evans, Kathryn L.
Floyd, James S.
Fornage, Myriam
Franke, Lude
Fraszczyk, Eliza
Gao, Xu
Gào, Xīn
Ghanbari, Mohsen
Ghasemi, Sahar
Gieger, Christian
Greenland, Philip
Grove, Megan L.
Harris, Sarah E.
Hemani, Gibran
Henneman, Peter
Herder, Christian
Horvath, Steve
Hou, Lifang
Hurme, Mikko A.
Hwang, Shih-Jen
Jarvelin, Marjo-Riitta
Kardia, Sharon L. R.
Kasela, Silva
Kleber, Marcus E.
Koenig, Wolfgang
Kooner, Jaspal S.
Kramer, Holly
Kronenberg, Florian
Kühnel, Brigitte
Lehtimäki, Terho
Lind, Lars
Liu, Dan
Liu, Yongmei
Lloyd-Jones, Donald M.
Lohman, Kurt
Lorkowski, Stefan
Lu, Ake T.
Marioni, Riccardo E.
März, Winfried
McCartney, Daniel L.
Meeks, Karlijn A. C.
Milani, Lili
Mishra, Pashupati P.
Nauck, Matthias
Navas-Acien, Ana
Nowak, Christoph
Peters, Annette
Prokisch, Holger
Psaty, Bruce M.
Raitakari, Olli T.
Ratliff, Scott M.
Reiner, Alex P.
Rosas, Sylvia E.
Schöttker, Ben
Schwartz, Joel
Sedaghat, Sanaz
Smith, Jennifer A.
Sotoodehnia, Nona
Stocker, Hannah R.
Stringhini, Silvia
Sundström, Johan
Swenson, Brenton R.
Tellez-Plaza, Maria
van Meurs, Joyce B. J.
van Vliet-Ostaptchouk, Jana V.
Venema, Andrea
Verweij, Niek
Walker, Rosie M.
Wielscher, Matthias
Winkelmann, Juliane
Wolffenbuttel, Bruce H. R.
Zhao, Wei
Zheng, Yinan
Milani, Lili
Esko, Tõnu
Metspalu, Andres
Mägi, Reedik
Nelis, Mari
Min, Josine L.
Hemani, Gibran
Loh, Marie
Snieder, Harold
Levy, Daniel
Waldenberger, Melanie
Susztak, Katalin
Köttgen, Anna
Teumer, Alexander
author_sort Schlosser, Pascal
title Meta-analyses identify DNA methylation associated with kidney function and damage
title_short Meta-analyses identify DNA methylation associated with kidney function and damage
title_full Meta-analyses identify DNA methylation associated with kidney function and damage
title_fullStr Meta-analyses identify DNA methylation associated with kidney function and damage
title_full_unstemmed Meta-analyses identify DNA methylation associated with kidney function and damage
title_sort meta-analyses identify dna methylation associated with kidney function and damage
publishDate 2022
url https://hdl.handle.net/10356/163232
_version_ 1759855664697442304
spelling sg-ntu-dr.10356-1632322023-03-05T16:52:37Z Meta-analyses identify DNA methylation associated with kidney function and damage Schlosser, Pascal Tin, Adrienne Matias-Garcia, Pamela R. Thio, Chris H. L. Joehanes, Roby Liu, Hongbo Weihs, Antoine Yu, Zhi Hoppmann, Anselm Grundner-Culemann, Franziska Min, Josine L. Adeyemo, Adebowale A. Agyemang, Charles Ärnlöv, Johan Aziz, Nasir A. Baccarelli, Andrea Bochud, Murielle Brenner, Hermann Breteler, Monique M. B. Carmeli, Cristian Chaker, Layal Chambers, John C. Cole, Shelley A. Coresh, Josef Corre, Tanguy Correa, Adolfo Cox, Simon R. de Klein, Niek Delgado, Graciela E. Domingo-Relloso, Arce Eckardt, Kai-Uwe Ekici, Arif B. Endlich, Karlhans Evans, Kathryn L. Floyd, James S. Fornage, Myriam Franke, Lude Fraszczyk, Eliza Gao, Xu Gào, Xīn Ghanbari, Mohsen Ghasemi, Sahar Gieger, Christian Greenland, Philip Grove, Megan L. Harris, Sarah E. Hemani, Gibran Henneman, Peter Herder, Christian Horvath, Steve Hou, Lifang Hurme, Mikko A. Hwang, Shih-Jen Jarvelin, Marjo-Riitta Kardia, Sharon L. R. Kasela, Silva Kleber, Marcus E. Koenig, Wolfgang Kooner, Jaspal S. Kramer, Holly Kronenberg, Florian Kühnel, Brigitte Lehtimäki, Terho Lind, Lars Liu, Dan Liu, Yongmei Lloyd-Jones, Donald M. Lohman, Kurt Lorkowski, Stefan Lu, Ake T. Marioni, Riccardo E. März, Winfried McCartney, Daniel L. Meeks, Karlijn A. C. Milani, Lili Mishra, Pashupati P. Nauck, Matthias Navas-Acien, Ana Nowak, Christoph Peters, Annette Prokisch, Holger Psaty, Bruce M. Raitakari, Olli T. Ratliff, Scott M. Reiner, Alex P. Rosas, Sylvia E. Schöttker, Ben Schwartz, Joel Sedaghat, Sanaz Smith, Jennifer A. Sotoodehnia, Nona Stocker, Hannah R. Stringhini, Silvia Sundström, Johan Swenson, Brenton R. Tellez-Plaza, Maria van Meurs, Joyce B. J. van Vliet-Ostaptchouk, Jana V. Venema, Andrea Verweij, Niek Walker, Rosie M. Wielscher, Matthias Winkelmann, Juliane Wolffenbuttel, Bruce H. R. Zhao, Wei Zheng, Yinan Milani, Lili Esko, Tõnu Metspalu, Andres Mägi, Reedik Nelis, Mari Min, Josine L. Hemani, Gibran Loh, Marie Snieder, Harold Levy, Daniel Waldenberger, Melanie Susztak, Katalin Köttgen, Anna Teumer, Alexander Lee Kong Chian School of Medicine (LKCMedicine) Science::Medicine Interferon Regulatory Factor Membrane Protein Chronic kidney disease is a major public health burden. Elevated urinary albumin-to-creatinine ratio is a measure of kidney damage, and used to diagnose and stage chronic kidney disease. To extend the knowledge on regulatory mechanisms related to kidney function and disease, we conducted a blood-based epigenome-wide association study for estimated glomerular filtration rate (n = 33,605) and urinary albumin-to-creatinine ratio (n = 15,068) and detected 69 and seven CpG sites where DNA methylation was associated with the respective trait. The majority of these findings showed directionally consistent associations with the respective clinical outcomes chronic kidney disease and moderately increased albuminuria. Associations of DNA methylation with kidney function, such as CpGs at JAZF1, PELI1 and CHD2 were validated in kidney tissue. Methylation at PHRF1, LDB2, CSRNP1 and IRF5 indicated causal effects on kidney function. Enrichment analyses revealed pathways related to hemostasis and blood cell migration for estimated glomerular filtration rate, and immune cell activation and response for urinary albumin-to-creatinineratio-associated CpGs. Ministry of Health (MOH) National Medical Research Council (NMRC) Published version Acknowledgements and funding sources are listed in the Supplementary Text. Open Access funding enabled and organized by Projekt DEAL. 2022-11-29T05:16:22Z 2022-11-29T05:16:22Z 2021 Journal Article Schlosser, P., Tin, A., Matias-Garcia, P. R., Thio, C. H. L., Joehanes, R., Liu, H., Weihs, A., Yu, Z., Hoppmann, A., Grundner-Culemann, F., Min, J. L., Adeyemo, A. A., Agyemang, C., Ärnlöv, J., Aziz, N. A., Baccarelli, A., Bochud, M., Brenner, H., Breteler, M. M. B., ...Teumer, A. (2021). Meta-analyses identify DNA methylation associated with kidney function and damage. Nature Communications, 12(1), 7174-. https://dx.doi.org/10.1038/s41467-021-27234-3 2041-1723 https://hdl.handle.net/10356/163232 10.1038/s41467-021-27234-3 34887417 2-s2.0-85120946524 1 12 7174 en NMRC/STaR/0028/2017 Nature Communications © The Author(s) 2021. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/ licenses/by/4.0/. application/pdf application/pdf