Microarray analysis of obese women with polycystic ovary syndrome for key gene screening, key pathway identification and drug prediction

Gene. 2018 Jun 30:661:85-94. doi: 10.1016/j.gene.2018.03.079. Epub 2018 Mar 28.

Abstract

Purpose: This study aimed to screen key genes and pathways involved in obese polycystic ovary syndrome (PCOS), and predict drugs for treatment of obese PCOS via bioinformatics approaches.

Methods: Microarray dataset GSE10946 were downloaded from the Gene Expression Omnibus database, including 7 cumulus cell samples from obese PCOS patients and 6 lean control samples. Differentially expressed genes (DEGs) between obese PCOS and controls were obtained using Bayesian test after data preprocessing, followed by functional enrichment analyses for DEGs. Besides, protein-protein interaction (PPI) network and sub-network analyses were performed. Furthermore, drug prediction was carried out based on the DEGs.

Results: A total of 793 DEGs were identified in PCOS compared with control, including 352 up-regulated and 441 down-regulated DEGs. Specifically, upregulated RNA polymerase I subunit B (POLR1B), DNA polymerase epsilon 3, accessory subunit (POLE3), and DNA polymerase delta 3, accessory subunit (POLD3) were enriched in pathway of pyrimidine metabolism associated with obesity and PCOS, and 5-hydroxytryptamine receptor 2C (HTR2C) was enriched calcium signaling pathway. Additionally, 10 significant potential drugs, such as spironolactone targeting androgen receptor (AR), trimipramine targeting adrenoceptor beta 2 (ADRB2), and L-ornithine targeting ornithine decarboxylase antizyme 3 (OAZ3), were obtained.

Conclusions: In conclusion, POLR1B, POLE3, POLD3, and HTR2C might play important roles in obese PCOS via involvement of pyrimidine metabolism and calcium signaling pathway. Moreover, AR, ADRB2, and OAZ3 might be targets of spironolactone, trimipramine, and L-ornithine in the treatment of obese PCOS.

Keywords: Drug prediction; Key genes; Key pathways; Microarray analysis; Obesity polycystic ovary syndrome.

MeSH terms

  • Adult
  • Biomarkers, Pharmacological / analysis*
  • Biomarkers, Pharmacological / metabolism
  • Case-Control Studies
  • Cells, Cultured
  • Drug Resistance / genetics*
  • Female
  • Gene Expression Profiling
  • Gene Regulatory Networks
  • Genes, Regulator*
  • Humans
  • Microarray Analysis
  • Obesity / complications
  • Obesity / diagnosis
  • Obesity / drug therapy
  • Obesity / genetics*
  • Polycystic Ovary Syndrome / complications
  • Polycystic Ovary Syndrome / diagnosis
  • Polycystic Ovary Syndrome / drug therapy
  • Polycystic Ovary Syndrome / genetics*
  • Prognosis
  • Signal Transduction / genetics
  • Young Adult

Substances

  • Biomarkers, Pharmacological