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Epigenome-wide association study of kidney function identifies trans-ethnic and ethnic-specific loci

Authors :
Adolfo Correa
David Van Den Berg
Sonja I. Berndt
Elizabeth R. Hauser
Anna Batorsky
Ethan M. Lange
Andrea A. Baccarelli
Leslie A. Lange
Fadi J. Charchar
Nora Franceschini
Steve Horvath
Mindy D. Szeto
James Eales
Stephan Beck
Xiao Jiang
Laura M. Raffield
Kathryn L. Evans
Russell P. Tracy
Andrew P. Morris
William E. Kraus
Xiaoguang Xu
Maciej Tomaszewski
Stephanie J. London
Daniel L. McCartney
Caroline Hayward
Hermant K Tiwari
Jerome I. Rotter
Josyf C. Mychaleckyj
Eric A. Whitsel
Mi Kyeong Lee
Peter Durda
Lifang Hou
Donna K. Arnett
Holly Kramer
Amit Patki
Marguerite R. Irvin
Riccardo E. Marioni
Rong Jiang
Yongmei Liu
Charles E Breeze
Svati H. Shah
Stephen S. Rich
Source :
2021, ' Epigenome-wide association study of kidney function identifies trans-ethnic and ethnic-specific loci ', Genome Medicine, vol. 13, no. 1, 74 . https://doi.org/10.1186/s13073-021-00877-z, Genome medicine, vol 13, iss 1, Genome Medicine, Vol 13, Iss 1, Pp 1-16 (2021), Genome Medicine, NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium & TOPMed MESA Multi-Omics Working Group 2021, ' Epigenome-wide association study of kidney function identifies trans-ethnic and ethnic-specific loci ', Genome Medicine, vol. 13, no. 1, 74, pp. 74 . https://doi.org/10.1186/s13073-021-00877-z
Publication Year :
2021

Abstract

Background DNA methylation (DNAm) is associated with gene regulation and estimated glomerular filtration rate (eGFR), a measure of kidney function. Decreased eGFR is more common among US Hispanics and African Americans. The causes for this are poorly understood. We aimed to identify trans-ethnic and ethnic-specific differentially methylated positions (DMPs) associated with eGFR using an agnostic, genome-wide approach. Methods The study included up to 5428 participants from multi-ethnic studies for discovery and 8109 participants for replication. We tested the associations between whole blood DNAm and eGFR using beta values from Illumina 450K or EPIC arrays. Ethnicity-stratified analyses were performed using linear mixed models adjusting for age, sex, smoking, and study-specific and technical variables. Summary results were meta-analyzed within and across ethnicities. Findings were assessed using integrative epigenomics methods and pathway analyses. Results We identified 93 DMPs associated with eGFR at an FDR of 0.05 and replicated 13 and 1 DMPs across independent samples in trans-ethnic and African American meta-analyses, respectively. The study also validated 6 previously published DMPs. Identified DMPs showed significant overlap enrichment with DNase I hypersensitive sites in kidney tissue, sites associated with the expression of proximal genes, and transcription factor motifs and pathways associated with kidney tissue and kidney development. Conclusions We uncovered trans-ethnic and ethnic-specific DMPs associated with eGFR, including DMPs enriched in regulatory elements in kidney tissue and pathways related to kidney development. These findings shed light on epigenetic mechanisms associated with kidney function, bridging the gap between population-specific eGFR-associated DNAm and tissue-specific regulatory context.

Details

Language :
English
Database :
OpenAIRE
Journal :
2021, ' Epigenome-wide association study of kidney function identifies trans-ethnic and ethnic-specific loci ', Genome Medicine, vol. 13, no. 1, 74 . https://doi.org/10.1186/s13073-021-00877-z, Genome medicine, vol 13, iss 1, Genome Medicine, Vol 13, Iss 1, Pp 1-16 (2021), Genome Medicine, NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium & TOPMed MESA Multi-Omics Working Group 2021, ' Epigenome-wide association study of kidney function identifies trans-ethnic and ethnic-specific loci ', Genome Medicine, vol. 13, no. 1, 74, pp. 74 . https://doi.org/10.1186/s13073-021-00877-z
Accession number :
edsair.doi.dedup.....128c672f4077cb7aa7ff1ee829272450