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Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy

BACKGROUND: Aberrant epigenetic modifications such as DNA methylation may contribute to the pathogenesis of DR. We aimed at elucidating the role of novel DNA methylation modifications in diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) using an extreme phenotypic design. ME...

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Autores principales: Yang, Shaopeng, Guo, Xiao, Cheng, Weijing, Seth, Ishith, Bulloch, Gabriella, Chen, Yifan, Shang, Xianwen, Zhu, Zhuoting, Huang, Wenyong, Wang, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623976/
https://www.ncbi.nlm.nih.gov/pubmed/36316758
http://dx.doi.org/10.1186/s13148-022-01354-z
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author Yang, Shaopeng
Guo, Xiao
Cheng, Weijing
Seth, Ishith
Bulloch, Gabriella
Chen, Yifan
Shang, Xianwen
Zhu, Zhuoting
Huang, Wenyong
Wang, Wei
author_facet Yang, Shaopeng
Guo, Xiao
Cheng, Weijing
Seth, Ishith
Bulloch, Gabriella
Chen, Yifan
Shang, Xianwen
Zhu, Zhuoting
Huang, Wenyong
Wang, Wei
author_sort Yang, Shaopeng
collection PubMed
description BACKGROUND: Aberrant epigenetic modifications such as DNA methylation may contribute to the pathogenesis of DR. We aimed at elucidating the role of novel DNA methylation modifications in diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) using an extreme phenotypic design. METHODS/RESULTS: Two consecutive studies were conducted. A cross-sectional study using an extreme phenotypic design was conducted to identify rare methylation modifications that might contribute to DR pathogenesis. A 2-year longitudinal nested case–control study was conducted to validate the results and assess whether these novel methylation modifications could be used as biomarkers for predicting DR onset. A large number of differentially methylated CpG sites were identified in the cross-sectional study, and two (cg12869254 and cg04026387) corresponding to known genes were replicated in the longitudinal study. Higher methylation of cg12869254 significantly correlated with macular RNFL thinning in the superior and nasal subregions, and that of cg04026387 correlated with reduced deep capillary plexus VD in the superior and inferior subregions after adjusting for covariates. CONCLUSIONS: Cg12869254 and cg04026387 hypermethylation may complement the known risk factors that contribute to the pathogenesis of DR and as novel biomarkers for disease prediction. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01354-z.
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spelling pubmed-96239762022-11-02 Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy Yang, Shaopeng Guo, Xiao Cheng, Weijing Seth, Ishith Bulloch, Gabriella Chen, Yifan Shang, Xianwen Zhu, Zhuoting Huang, Wenyong Wang, Wei Clin Epigenetics Research BACKGROUND: Aberrant epigenetic modifications such as DNA methylation may contribute to the pathogenesis of DR. We aimed at elucidating the role of novel DNA methylation modifications in diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM) using an extreme phenotypic design. METHODS/RESULTS: Two consecutive studies were conducted. A cross-sectional study using an extreme phenotypic design was conducted to identify rare methylation modifications that might contribute to DR pathogenesis. A 2-year longitudinal nested case–control study was conducted to validate the results and assess whether these novel methylation modifications could be used as biomarkers for predicting DR onset. A large number of differentially methylated CpG sites were identified in the cross-sectional study, and two (cg12869254 and cg04026387) corresponding to known genes were replicated in the longitudinal study. Higher methylation of cg12869254 significantly correlated with macular RNFL thinning in the superior and nasal subregions, and that of cg04026387 correlated with reduced deep capillary plexus VD in the superior and inferior subregions after adjusting for covariates. CONCLUSIONS: Cg12869254 and cg04026387 hypermethylation may complement the known risk factors that contribute to the pathogenesis of DR and as novel biomarkers for disease prediction. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01354-z. BioMed Central 2022-10-31 /pmc/articles/PMC9623976/ /pubmed/36316758 http://dx.doi.org/10.1186/s13148-022-01354-z Text en © The Author(s) 2022 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
Yang, Shaopeng
Guo, Xiao
Cheng, Weijing
Seth, Ishith
Bulloch, Gabriella
Chen, Yifan
Shang, Xianwen
Zhu, Zhuoting
Huang, Wenyong
Wang, Wei
Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title_full Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title_fullStr Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title_full_unstemmed Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title_short Genome-wide DNA methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
title_sort genome-wide dna methylation analysis of extreme phenotypes in the identification of novel epigenetic modifications in diabetic retinopathy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623976/
https://www.ncbi.nlm.nih.gov/pubmed/36316758
http://dx.doi.org/10.1186/s13148-022-01354-z
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