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Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy

BACKGROUND: Diabetic peripheral neuropathy (DPN) is the most common complication of type 2 diabetes (T2D). Although the cellular and molecular mechanisms of DPN are poorly understood, we and others have shown that altered gene expression and DNA methylation are implicated in disease pathogenesis. Ho...

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Autores principales: Guo, Kai, Eid, Stephanie A., Elzinga, Sarah E., Pacut, Crystal, Feldman, Eva L., Hur, Junguk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7425575/
https://www.ncbi.nlm.nih.gov/pubmed/32787975
http://dx.doi.org/10.1186/s13148-020-00913-6
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author Guo, Kai
Eid, Stephanie A.
Elzinga, Sarah E.
Pacut, Crystal
Feldman, Eva L.
Hur, Junguk
author_facet Guo, Kai
Eid, Stephanie A.
Elzinga, Sarah E.
Pacut, Crystal
Feldman, Eva L.
Hur, Junguk
author_sort Guo, Kai
collection PubMed
description BACKGROUND: Diabetic peripheral neuropathy (DPN) is the most common complication of type 2 diabetes (T2D). Although the cellular and molecular mechanisms of DPN are poorly understood, we and others have shown that altered gene expression and DNA methylation are implicated in disease pathogenesis. However, how DNA methylation might functionally impact gene expression and contribute to nerve damage remains unclear. Here, we analyzed genome-wide transcriptomic and methylomic profiles of sural nerves from T2D patients with DPN. RESULTS: Unbiased clustering of transcriptomics data separated samples into groups, which correlated with HbA1c levels. Accordingly, we found 998 differentially expressed genes (DEGs) and 929 differentially methylated genes (DMGs) between the groups with the highest and lowest HbA1c levels. Functional enrichment analysis revealed that DEGs and DMGs were enriched for pathways known to play a role in DPN, including those related to the immune system, extracellular matrix (ECM), and axon guidance. To understand the interaction between the transcriptome and methylome in DPN, we performed an integrated analysis of the overlapping genes between DEGs and DMGs. Integrated functional and network analysis identified genes and pathways modulating functions such as immune response, ECM regulation, and PI3K-Akt signaling. CONCLUSION: These results suggest for the first time that DNA methylation is a mechanism regulating gene expression in DPN. Overall, DPN patients with high HbA1c have distinct alterations in sural nerve DNA methylome and transcriptome, suggesting that optimal glycemic control in DPN patients is an important factor in maintaining epigenetic homeostasis and nerve function.
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spelling pubmed-74255752020-08-16 Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy Guo, Kai Eid, Stephanie A. Elzinga, Sarah E. Pacut, Crystal Feldman, Eva L. Hur, Junguk Clin Epigenetics Research BACKGROUND: Diabetic peripheral neuropathy (DPN) is the most common complication of type 2 diabetes (T2D). Although the cellular and molecular mechanisms of DPN are poorly understood, we and others have shown that altered gene expression and DNA methylation are implicated in disease pathogenesis. However, how DNA methylation might functionally impact gene expression and contribute to nerve damage remains unclear. Here, we analyzed genome-wide transcriptomic and methylomic profiles of sural nerves from T2D patients with DPN. RESULTS: Unbiased clustering of transcriptomics data separated samples into groups, which correlated with HbA1c levels. Accordingly, we found 998 differentially expressed genes (DEGs) and 929 differentially methylated genes (DMGs) between the groups with the highest and lowest HbA1c levels. Functional enrichment analysis revealed that DEGs and DMGs were enriched for pathways known to play a role in DPN, including those related to the immune system, extracellular matrix (ECM), and axon guidance. To understand the interaction between the transcriptome and methylome in DPN, we performed an integrated analysis of the overlapping genes between DEGs and DMGs. Integrated functional and network analysis identified genes and pathways modulating functions such as immune response, ECM regulation, and PI3K-Akt signaling. CONCLUSION: These results suggest for the first time that DNA methylation is a mechanism regulating gene expression in DPN. Overall, DPN patients with high HbA1c have distinct alterations in sural nerve DNA methylome and transcriptome, suggesting that optimal glycemic control in DPN patients is an important factor in maintaining epigenetic homeostasis and nerve function. BioMed Central 2020-08-12 /pmc/articles/PMC7425575/ /pubmed/32787975 http://dx.doi.org/10.1186/s13148-020-00913-6 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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
Guo, Kai
Eid, Stephanie A.
Elzinga, Sarah E.
Pacut, Crystal
Feldman, Eva L.
Hur, Junguk
Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title_full Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title_fullStr Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title_full_unstemmed Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title_short Genome-wide profiling of DNA methylation and gene expression identifies candidate genes for human diabetic neuropathy
title_sort genome-wide profiling of dna methylation and gene expression identifies candidate genes for human diabetic neuropathy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7425575/
https://www.ncbi.nlm.nih.gov/pubmed/32787975
http://dx.doi.org/10.1186/s13148-020-00913-6
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