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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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Autores principales: 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, Loh, Marie, Snieder, Harold, Levy, Daniel, Waldenberger, Melanie, Susztak, Katalin, Köttgen, Anna, Teumer, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660832/
https://www.ncbi.nlm.nih.gov/pubmed/34887417
http://dx.doi.org/10.1038/s41467-021-27234-3
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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
Loh, Marie
Snieder, Harold
Levy, Daniel
Waldenberger, Melanie
Susztak, Katalin
Köttgen, Anna
Teumer, Alexander
author_facet 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
Loh, Marie
Snieder, Harold
Levy, Daniel
Waldenberger, Melanie
Susztak, Katalin
Köttgen, Anna
Teumer, Alexander
author_sort Schlosser, Pascal
collection PubMed
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.
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spelling pubmed-86608322021-12-27 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 Loh, Marie Snieder, Harold Levy, Daniel Waldenberger, Melanie Susztak, Katalin Köttgen, Anna Teumer, Alexander Nat Commun Article 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. Nature Publishing Group UK 2021-12-09 /pmc/articles/PMC8660832/ /pubmed/34887417 http://dx.doi.org/10.1038/s41467-021-27234-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
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
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
title 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_short Meta-analyses identify DNA methylation associated with kidney function and damage
title_sort meta-analyses identify dna methylation associated with kidney function and damage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8660832/
https://www.ncbi.nlm.nih.gov/pubmed/34887417
http://dx.doi.org/10.1038/s41467-021-27234-3
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AT wolffenbuttelbrucehr metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT zhaowei metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT zhengyinan metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT lohmarie metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT sniederharold metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT levydaniel metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT waldenbergermelanie metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT susztakkatalin metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT kottgenanna metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage
AT teumeralexander metaanalysesidentifydnamethylationassociatedwithkidneyfunctionanddamage