DNA methylation profiling identifies epigenetic differences between early versus late stages of diabetic chronic kidney disease. Issue 11 (4th November 2020)
- Record Type:
- Journal Article
- Title:
- DNA methylation profiling identifies epigenetic differences between early versus late stages of diabetic chronic kidney disease. Issue 11 (4th November 2020)
- Main Title:
- DNA methylation profiling identifies epigenetic differences between early versus late stages of diabetic chronic kidney disease
- Authors:
- Lecamwasam, Ashani
Novakovic, Boris
Meyer, Braydon
Ekinci, Elif I
Dwyer, Karen M
Saffery, Richard - Abstract:
- Abstract: Background: We investigated a cross-sectional epigenome-wide association study of patients with early and late diabetes-associated chronic kidney disease (CKD) to identify possible epigenetic differences between the two groups as well as changes in methylation across all stages of diabetic CKD. We also evaluated the potential of using a panel of identified 5′-C-phosphate-G-3′ (CpG) sites from this cohort to predict the progression of diabetic CKD. Methods: This cross-sectional study recruited 119 adults. DNA was extracted from blood using the Qiagen QIAampDNA Mini Spin Kit. Genome-wide methylation analysis was performed using Illumina Infinium MethylationEPIC BeadChips (HM850K). Intensity data files were processed and analysed using the minfi and MissMethyl packages for R. We examined the degree of methylation of CpG sites in early versus late diabetic CKD patients for CpG sites with an unadjusted P-value <0.01 and an absolute change in methylation of 5% ( n = 239 CpG sites). Results: Hierarchical clustering of the 239 CpG sites largely separated the two groups. A heat map for all 239 CpG sites demonstrated distinct methylation patterns in the early versus late groups, with CpG sites showing evidence of progressive change. Based on our differentially methylated region (DMR) analysis of the 239 CpG sites, we highlighted two DMRs, namely the cysteine-rich secretory protein 2 ( CRISP2 ) and piwi-like RNA-mediated gene silencing 1 ( PIWIL1 ) genes. The bestAbstract: Background: We investigated a cross-sectional epigenome-wide association study of patients with early and late diabetes-associated chronic kidney disease (CKD) to identify possible epigenetic differences between the two groups as well as changes in methylation across all stages of diabetic CKD. We also evaluated the potential of using a panel of identified 5′-C-phosphate-G-3′ (CpG) sites from this cohort to predict the progression of diabetic CKD. Methods: This cross-sectional study recruited 119 adults. DNA was extracted from blood using the Qiagen QIAampDNA Mini Spin Kit. Genome-wide methylation analysis was performed using Illumina Infinium MethylationEPIC BeadChips (HM850K). Intensity data files were processed and analysed using the minfi and MissMethyl packages for R. We examined the degree of methylation of CpG sites in early versus late diabetic CKD patients for CpG sites with an unadjusted P-value <0.01 and an absolute change in methylation of 5% ( n = 239 CpG sites). Results: Hierarchical clustering of the 239 CpG sites largely separated the two groups. A heat map for all 239 CpG sites demonstrated distinct methylation patterns in the early versus late groups, with CpG sites showing evidence of progressive change. Based on our differentially methylated region (DMR) analysis of the 239 CpG sites, we highlighted two DMRs, namely the cysteine-rich secretory protein 2 ( CRISP2 ) and piwi-like RNA-mediated gene silencing 1 ( PIWIL1 ) genes. The best predictability for the two groups involved a receiver operating characteristics curve of eight CpG sites alone and achieved an area under the curve of 0.976. Conclusions: We have identified distinct DNA methylation patterns between early and late diabetic CKD patients as well as demonstrated novel findings of potential progressive methylation changes across all stages (1–5) of diabetic CKD at specific CpG sites. We have also identified associated genes CRISP2 and PIWIL1, which may have the potential to act as stage-specific diabetes-associated CKD markers, and showed that the use of a panel of eight identified CpG sites alone helps to increase the predictability for the two groups. … (more)
- Is Part Of:
- Nephrology dialysis transplantation. Volume 36:Issue 11(2021)
- Journal:
- Nephrology dialysis transplantation
- Issue:
- Volume 36:Issue 11(2021)
- Issue Display:
- Volume 36, Issue 11 (2021)
- Year:
- 2021
- Volume:
- 36
- Issue:
- 11
- Issue Sort Value:
- 2021-0036-0011-0000
- Page Start:
- 2027
- Page End:
- 2038
- Publication Date:
- 2020-11-04
- Subjects:
- chronic kidney disease -- diabetes -- DNA methylation -- epigenetics
Nephrology -- Periodicals
Hemodialysis -- Periodicals
Kidneys -- Transplantation -- Periodicals
Hemodialysis
Kidneys -- Transplantation
Nephrology
Periodicals
616.61 - Journal URLs:
- http://ndt.oxfordjournals.org/ ↗
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http://ukcatalogue.oup.com/ ↗
http://firstsearch.oclc.org ↗
http://firstsearch.oclc.org/journal=0931-0509;screen=info;ECOIP ↗ - DOI:
- 10.1093/ndt/gfaa226 ↗
- Languages:
- English
- ISSNs:
- 0931-0509
- Deposit Type:
- Legaldeposit
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