End-stage renal disease (ESRD) remains to be a major clinical challenge with persistently high morbidity and mortality, and its molecular mechanisms, particularly those shared among diverse primary kidney diseases during the progression to ESRD, have not been studied. Here we conducted a large-scale two-stage epigenome-wide association study of ESRD in two independent cohorts consisting of 704 controls and 1031 ESRD cases resulting from multiple kidney diseases. We identified 52 ESRD-associated differentially methylated CpG loci (DMLs) that showed consistent association effect between the two cohorts and across diverse kidney diseases. These 52 DMLs implicated 144 candidate genes that showed enrichment in calprotectin complex, RAGE receptor binding and herpes simplex virus 1 infection. Of the 52 DMLs, 5 DMLs were found to be associated with common complications of ESRD, and another 7 DMLs were also found to be associated with renal function decline in early-stage chronic kidney disease, demonstrating their potential as prognostic biomarkers for ESRD risk and related clinical complications. By identifying prognostic biomarkers and revealing the important roles of inflammation and immune dysregulation and renal fibrosis in renal progression to ESRD across diverse primary kidney diseases, our study has contributed greatly to improve clinical management and advance the development of novel therapies for ESRD.
Competing Interest StatementThe authors have declared no competing interest.
Funding StatementThis project was supported by the Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases (2019B121205005), National Natural Science Foundation of China (81920108008, 82170714, 32171441), Guangdong Province High-Level Hospital Construction Project (DFJHBF202101), GDPH Supporting Fund for Talent Program (DFJH2018, KY0120220261), the Guangdong Provincial Natural Science Foundation (No. 2025A1515012633), Guangzhou Science and Technology Project (202206080010), Guangdong Province High-Level Hospital Construction Project (DEHBF202101), National Key Research and Development Program of China (No. 2023YFC2605400), UIBR grant from Agency for Science, Technology and Research (A*STAR), CRF/UIBR Funding from Agency for Science, Technology and Research (A*STAR), National Medical Research Council Grants (NMRC RIE2020 Centre Grant, MOH-000066, MOH-000714-01, MOH-001688-00 and MOH-001327-02)
Author DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.
Yes
The details of the IRB/oversight body that provided approval or exemption for the research described are given below:
The Institutional Review Board of Guangdong Provincial People's Hospital gave ethical approval for this work.
I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.
Yes
I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).
Yes
I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.
Yes
Data AvailabilityAll summary statistics from the EWAS have been submitted to the OMIX platform hosted by the China National Center for Bioinformation (accession OMIX007372).
Comments (0)