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A methylation risk score for chronic kidney disease: a HyperGEN study.

Publication ,  Journal Article
Jones, AC; Patki, A; Srinivasasainagendra, V; Hidalgo, BA; Tiwari, HK; Limdi, NA; Armstrong, ND; Chaudhary, NS; Minniefield, B; Absher, D ...
Published in: Sci Rep
August 1, 2024

Chronic kidney disease (CKD) impacts about 1 in 7 adults in the United States, but African Americans (AAs) carry a disproportionately higher burden of disease. Epigenetic modifications, such as DNA methylation at cytosine-phosphate-guanine (CpG) sites, have been linked to kidney function and may have clinical utility in predicting the risk of CKD. Given the dynamic relationship between the epigenome, environment, and disease, AAs may be especially sensitive to environment-driven methylation alterations. Moreover, risk models incorporating CpG methylation have been shown to predict disease across multiple racial groups. In this study, we developed a methylation risk score (MRS) for CKD in cohorts of AAs. We selected nine CpG sites that were previously reported to be associated with estimated glomerular filtration rate (eGFR) in epigenome-wide association studies to construct a MRS in the Hypertension Genetic Epidemiology Network (HyperGEN). In logistic mixed models, the MRS was significantly associated with prevalent CKD and was robust to multiple sensitivity analyses, including CKD risk factors. There was modest replication in validation cohorts. In summary, we demonstrated that an eGFR-based CpG score is an independent predictor of prevalent CKD, suggesting that MRS should be further investigated for clinical utility in evaluating CKD risk and progression.

Duke Scholars

Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

August 1, 2024

Volume

14

Issue

1

Start / End Page

17757

Location

England

Related Subject Headings

  • Risk Factors
  • Renal Insufficiency, Chronic
  • Middle Aged
  • Male
  • Humans
  • Glomerular Filtration Rate
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease
  • Female
  • Epigenesis, Genetic
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Jones, A. C., Patki, A., Srinivasasainagendra, V., Hidalgo, B. A., Tiwari, H. K., Limdi, N. A., … Irvin, M. R. (2024). A methylation risk score for chronic kidney disease: a HyperGEN study. Sci Rep, 14(1), 17757. https://doi.org/10.1038/s41598-024-68470-z
Jones, Alana C., Amit Patki, Vinodh Srinivasasainagendra, Bertha A. Hidalgo, Hemant K. Tiwari, Nita A. Limdi, Nicole D. Armstrong, et al. “A methylation risk score for chronic kidney disease: a HyperGEN study.Sci Rep 14, no. 1 (August 1, 2024): 17757. https://doi.org/10.1038/s41598-024-68470-z.
Jones AC, Patki A, Srinivasasainagendra V, Hidalgo BA, Tiwari HK, Limdi NA, et al. A methylation risk score for chronic kidney disease: a HyperGEN study. Sci Rep. 2024 Aug 1;14(1):17757.
Jones, Alana C., et al. “A methylation risk score for chronic kidney disease: a HyperGEN study.Sci Rep, vol. 14, no. 1, Aug. 2024, p. 17757. Pubmed, doi:10.1038/s41598-024-68470-z.
Jones AC, Patki A, Srinivasasainagendra V, Hidalgo BA, Tiwari HK, Limdi NA, Armstrong ND, Chaudhary NS, Minniefield B, Absher D, Arnett DK, Lange LA, Lange EM, Young BA, Diamantidis CJ, Rich SS, Mychaleckyj JC, Rotter JI, Taylor KD, Kramer HJ, Tracy RP, Durda P, Kasela S, Lappalinen T, Liu Y, Johnson WC, Van Den Berg DJ, Franceschini N, Liu S, Mouton CP, Bhatti P, Horvath S, Whitsel EA, Irvin MR. A methylation risk score for chronic kidney disease: a HyperGEN study. Sci Rep. 2024 Aug 1;14(1):17757.

Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

August 1, 2024

Volume

14

Issue

1

Start / End Page

17757

Location

England

Related Subject Headings

  • Risk Factors
  • Renal Insufficiency, Chronic
  • Middle Aged
  • Male
  • Humans
  • Glomerular Filtration Rate
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease
  • Female
  • Epigenesis, Genetic