Integrated analysis of DNA methylation and transcriptome profiling of polycystic ovary syndrome.


Journal

Molecular medicine reports
ISSN: 1791-3004
Titre abrégé: Mol Med Rep
Pays: Greece
ID NLM: 101475259

Informations de publication

Date de publication:
05 2020
Historique:
received: 17 12 2018
accepted: 30 07 2019
pubmed: 24 4 2020
medline: 17 2 2021
entrez: 24 4 2020
Statut: ppublish

Résumé

The present study aimed to identify potentially important biomarkers associated with polycystic ovary syndrome (PCOS) by integrating DNA methylation with transcriptome profiling. The transcription (E‑MTAB‑3768) and methylation (E‑MTAB‑3777) datasets were retrieved from ArrayExpress. Paired transcription and methylation profiling data of 10 cases of PCOS and 10 healthy controls were available for screening differentially expressed genes (DEGs) and differentially methylated genes (DMGs). Genes with a negative correlation between expression levels and methylation levels were retained by correlation analysis to construct a protein‑protein interaction (PPI) network. Subsequently, functional and pathway enrichment analyses were performed to identify genes in the PPI network. Additionally, a disease‑associated pathway network was also established. A total of 491 overlapping genes, and the expression levels of 237 genes, were negatively correlated with their methylation levels. Functional enrichment analysis revealed that genes in the PPI network were mainly involved with biological processes of cellular response to stress, negative regulation of the biosynthetic process, and regulation of cell proliferation. The constructed pathway network associated with PCOS led to the identification of four important genes (SPP1, F2R, IL12B and RBP4) and two important pathways (Jak‑STAT signaling pathway and neuroactive ligand‑receptor interaction). Taken, together, the results from the present study have revealed numerous important genes with abnormal DNA methylation levels and altered mRNA expression levels, along with their associated functions and pathways. These findings may contribute to an improved understanding of the possible pathophysiology of PCOS.

Identifiants

pubmed: 32323770
doi: 10.3892/mmr.2020.11005
pmc: PMC7115196
doi:

Substances chimiques

IL12B protein, human 0
Interleukin-12 Subunit p40 0
RBP4 protein, human 0
Retinol-Binding Proteins, Plasma 0
SPP1 protein, human 0
Osteopontin 106441-73-0
Janus Kinase 1 EC 2.7.10.2

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

2138-2150

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Auteurs

Li Liu (L)

Reproductive Medical Center, Department of Gynecology and Obstetrics, China‑Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China.

Dongyun He (D)

Reproductive Medical Center, Department of Gynecology and Obstetrics, China‑Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China.

Yang Wang (Y)

Department of Dermatology, The Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, Jilin 130031, P.R. China.

Minjia Sheng (M)

Reproductive Medical Center, Department of Gynecology and Obstetrics, China‑Japan Union Hospital of Jilin University, Changchun, Jilin 130031, P.R. China.

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Classifications MeSH