Cargando…
Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study
BACKGROUND: A subset of individuals with type 1 diabetes mellitus (T1DM) are predisposed to developing diabetic kidney disease (DKD), the most common cause globally of end-stage kidney disease (ESKD). Emerging evidence suggests epigenetic changes in DNA methylation may have a causal role in both T1D...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8088646/ https://www.ncbi.nlm.nih.gov/pubmed/33933144 http://dx.doi.org/10.1186/s13148-021-01081-x |
_version_ | 1783686884670570496 |
---|---|
author | Smyth, L. J. Kilner, J. Nair, V. Liu, H. Brennan, E. Kerr, K. Sandholm, N. Cole, J. Dahlström, E. Syreeni, A. Salem, R. M. Nelson, R. G. Looker, H. C. Wooster, C. Anderson, K. McKay, G. J. Kee, F. Young, I. Andrews, D. Forsblom, C. Hirschhorn, J. N. Godson, C. Groop, P. H. Maxwell, A. P. Susztak, K. Kretzler, M. Florez, J. C. McKnight, A. J. |
author_facet | Smyth, L. J. Kilner, J. Nair, V. Liu, H. Brennan, E. Kerr, K. Sandholm, N. Cole, J. Dahlström, E. Syreeni, A. Salem, R. M. Nelson, R. G. Looker, H. C. Wooster, C. Anderson, K. McKay, G. J. Kee, F. Young, I. Andrews, D. Forsblom, C. Hirschhorn, J. N. Godson, C. Groop, P. H. Maxwell, A. P. Susztak, K. Kretzler, M. Florez, J. C. McKnight, A. J. |
author_sort | Smyth, L. J. |
collection | PubMed |
description | BACKGROUND: A subset of individuals with type 1 diabetes mellitus (T1DM) are predisposed to developing diabetic kidney disease (DKD), the most common cause globally of end-stage kidney disease (ESKD). Emerging evidence suggests epigenetic changes in DNA methylation may have a causal role in both T1DM and DKD. The aim of this exploratory investigation was to assess differences in blood-derived DNA methylation patterns between individuals with T1DM-ESKD and individuals with long-duration T1DM but no evidence of kidney disease upon repeated testing to identify potential blood-based biomarkers. Blood-derived DNA from individuals (107 cases, 253 controls and 14 experimental controls) were bisulphite treated before DNA methylation patterns from both groups were generated and analysed using Illumina’s Infinium MethylationEPIC BeadChip arrays (n = 862,927 sites). Differentially methylated CpG sites (dmCpGs) were identified (false discovery rate adjusted p ≤ × 10(–8) and fold change ± 2) by comparing methylation levels between ESKD cases and T1DM controls at single site resolution. Gene annotation and functionality was investigated to enrich and rank methylated regions associated with ESKD in T1DM. RESULTS: Top-ranked genes within which several dmCpGs were located and supported by functional data with methylation look-ups in other cohorts include: AFF3, ARID5B, CUX1, ELMO1, FKBP5, HDAC4, ITGAL, LY9, PIM1, RUNX3, SEPTIN9 and UPF3A. Top-ranked enrichment pathways included pathways in cancer, TGF-β signalling and Th17 cell differentiation. CONCLUSIONS: Epigenetic alterations provide a dynamic link between an individual’s genetic background and their environmental exposures. This robust evaluation of DNA methylation in carefully phenotyped individuals has identified biomarkers associated with ESKD, revealing several genes and implicated key pathways associated with ESKD in individuals with T1DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01081-x. |
format | Online Article Text |
id | pubmed-8088646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80886462021-05-03 Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study Smyth, L. J. Kilner, J. Nair, V. Liu, H. Brennan, E. Kerr, K. Sandholm, N. Cole, J. Dahlström, E. Syreeni, A. Salem, R. M. Nelson, R. G. Looker, H. C. Wooster, C. Anderson, K. McKay, G. J. Kee, F. Young, I. Andrews, D. Forsblom, C. Hirschhorn, J. N. Godson, C. Groop, P. H. Maxwell, A. P. Susztak, K. Kretzler, M. Florez, J. C. McKnight, A. J. Clin Epigenetics Research BACKGROUND: A subset of individuals with type 1 diabetes mellitus (T1DM) are predisposed to developing diabetic kidney disease (DKD), the most common cause globally of end-stage kidney disease (ESKD). Emerging evidence suggests epigenetic changes in DNA methylation may have a causal role in both T1DM and DKD. The aim of this exploratory investigation was to assess differences in blood-derived DNA methylation patterns between individuals with T1DM-ESKD and individuals with long-duration T1DM but no evidence of kidney disease upon repeated testing to identify potential blood-based biomarkers. Blood-derived DNA from individuals (107 cases, 253 controls and 14 experimental controls) were bisulphite treated before DNA methylation patterns from both groups were generated and analysed using Illumina’s Infinium MethylationEPIC BeadChip arrays (n = 862,927 sites). Differentially methylated CpG sites (dmCpGs) were identified (false discovery rate adjusted p ≤ × 10(–8) and fold change ± 2) by comparing methylation levels between ESKD cases and T1DM controls at single site resolution. Gene annotation and functionality was investigated to enrich and rank methylated regions associated with ESKD in T1DM. RESULTS: Top-ranked genes within which several dmCpGs were located and supported by functional data with methylation look-ups in other cohorts include: AFF3, ARID5B, CUX1, ELMO1, FKBP5, HDAC4, ITGAL, LY9, PIM1, RUNX3, SEPTIN9 and UPF3A. Top-ranked enrichment pathways included pathways in cancer, TGF-β signalling and Th17 cell differentiation. CONCLUSIONS: Epigenetic alterations provide a dynamic link between an individual’s genetic background and their environmental exposures. This robust evaluation of DNA methylation in carefully phenotyped individuals has identified biomarkers associated with ESKD, revealing several genes and implicated key pathways associated with ESKD in individuals with T1DM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01081-x. BioMed Central 2021-05-01 /pmc/articles/PMC8088646/ /pubmed/33933144 http://dx.doi.org/10.1186/s13148-021-01081-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Smyth, L. J. Kilner, J. Nair, V. Liu, H. Brennan, E. Kerr, K. Sandholm, N. Cole, J. Dahlström, E. Syreeni, A. Salem, R. M. Nelson, R. G. Looker, H. C. Wooster, C. Anderson, K. McKay, G. J. Kee, F. Young, I. Andrews, D. Forsblom, C. Hirschhorn, J. N. Godson, C. Groop, P. H. Maxwell, A. P. Susztak, K. Kretzler, M. Florez, J. C. McKnight, A. J. Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title | Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title_full | Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title_fullStr | Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title_full_unstemmed | Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title_short | Assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
title_sort | assessment of differentially methylated loci in individuals with end-stage kidney disease attributed to diabetic kidney disease: an exploratory study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8088646/ https://www.ncbi.nlm.nih.gov/pubmed/33933144 http://dx.doi.org/10.1186/s13148-021-01081-x |
work_keys_str_mv | AT smythlj assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT kilnerj assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT nairv assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT liuh assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT brennane assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT kerrk assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT sandholmn assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT colej assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT dahlstrome assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT syreenia assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT salemrm assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT nelsonrg assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT lookerhc assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT woosterc assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT andersonk assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT mckaygj assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT keef assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT youngi assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT andrewsd assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT forsblomc assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT hirschhornjn assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT godsonc assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT groopph assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT maxwellap assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT susztakk assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT kretzlerm assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT florezjc assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy AT mcknightaj assessmentofdifferentiallymethylatedlociinindividualswithendstagekidneydiseaseattributedtodiabetickidneydiseaseanexploratorystudy |