Comprehensive analysis of lncRNA-miRNA-mRNA ceRNA network and key genes in granulosa cells of patients with biochemical primary ovarian insufficiency

J Assist Reprod Genet. 2024 Jan;41(1):15-29. doi: 10.1007/s10815-023-02937-2. Epub 2023 Oct 17.

Abstract

Primary ovarian insufficiency (POI) is a common condition leading to the pathological decline of ovarian function in women of reproductive age, resulting in amenorrhea, hypogonadism, and infertility. Biochemical premature ovarian insufficiency (bPOI) is an intermediate stage in the pathogenesis of POI in which the fertility of patients has been reduced. Previous studies suggest that granulosa cells (GCs) play an essential role in the pathogenesis of POI, but their pathogenetic mechanisms remain unclear. To further explore the potential pathophysiological mechanisms of GCs in POI, we constructed a molecular long non-coding RNA (lncRNA)-microRNA (miRNA)-messenger RNA (mRNA) network using GC expression data collected from biochemical premature ovarian failure (bPOI) patients in the GEO database. We discovered that the GCs of bPOI patients had differential expression of 131 mRNAs, 191 lncRNAs, and 28 miRNAs. By systematic network analysis, we identified six key genes, including SRSF1, PDIA5, NEURL1B, UNK, CELF2, and CFL2, and five hub miRNAs, namely hsa-miR-27a-3p, hsa-miR-24-3p, hsa-miR-22-3p, hsa-miR-129-5p, and hsa-miR-17-5p, and the results suggest that the expression of these key genes may be regulated by two hub miRNAs, hsa-miR-27a-3p and hsa-miR-17-5p. Additionally, a POI model in vitro was created to confirm the expression of a few important genes. In this study, we discovered a unique lncRNA-miRNA-mRNA network based on the ceRNA mechanism in bPOI for the first time, and we screened important associated molecules, providing a partial theoretical foundation to better understand the pathogenesis of POI.

Keywords: Biochemical premature ovarian failure (bPOI); Bioinformatics analysis; Competitive endogenous RNA network (ceRNA network); Granulosa cells (GCs); Key genes; Primary ovarian insufficiency (POI).

MeSH terms

  • CELF Proteins / genetics
  • Female
  • Gene Regulatory Networks / genetics
  • Granulosa Cells / metabolism
  • Humans
  • MicroRNAs* / genetics
  • MicroRNAs* / metabolism
  • Nerve Tissue Proteins / genetics
  • Primary Ovarian Insufficiency* / genetics
  • RNA, Competitive Endogenous
  • RNA, Long Noncoding* / genetics
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism
  • Serine-Arginine Splicing Factors / genetics

Substances

  • RNA, Long Noncoding
  • RNA, Competitive Endogenous
  • RNA, Messenger
  • MicroRNAs
  • CELF2 protein, human
  • CELF Proteins
  • Nerve Tissue Proteins
  • SRSF1 protein, human
  • Serine-Arginine Splicing Factors
  • Mirn129 microRNA, human