# Epigenetic Landscape of Female Infertility: An Integrated Bioinformatics Perspective on DNA Methylation, MicroRNAs, and Gene Regulatory Networks Across PCOS, Endometriosis, and Diminished Ovarian Reserve

**Authors:** Maroua Jalouli, Md Ataur Rahman, Saber Nahdi, Abdel Halim Harrath

PMC · DOI: 10.3390/ijms27041785 · International Journal of Molecular Sciences · 2026-02-12

## TL;DR

This study explores how DNA methylation, microRNAs, and gene networks are linked in female infertility diseases like PCOS and endometriosis, identifying potential biomarkers and drugs for treatment.

## Contribution

The study identifies shared epigenetic patterns and potential drug targets across multiple female infertility conditions using integrated bioinformatics analysis.

## Key findings

- Eight dysregulated genes (e.g., H19, HCK) are common to PCOS, DOR, and RIF, potentially serving as biomarkers.
- Differentially expressed miRNAs in endometriosis (e.g., hsa-miR-202-5p) target these genes, showing epigenetic convergence.
- FDA-approved drugs like Abacavir and Peginterferon Alfa-2b are suggested as potential therapies targeting HCK.

## Abstract

Female infertility diseases such as polycystic ovary syndrome (PCOS), endometriosis, diminished ovarian reserve (DOR), and recurrent implantation failure (RIF) have different clinical phenotypes. However, they might be epigenetically convergent, and thus the therapeutic targets may be potential. This study utilized transcriptome data, microRNA (miRNA), and DNA methylation data from the granulosa cells of four Gene Expression Omnibus (GEO) datasets, GSE138518, GSE105765, GSE232306, and GSE92324, to conduct integrated bioinformatics analysis. We focused on differentially expressed genes (DEGs), constructed a miRNA–mRNA network, performed ROC curve analysis, and conducted function enrichment and drug repurposing studies. Our findings identified eight dysregulated genes (H19, SULT1A4, HCK, SPI1, CARD16, NFE2, LST1, and KRT8) common to PCOS, DOR, and RIF, which may serve to distinguish PCOS specifically. Moreover, these DEGs are associated with pathways such as innate immune activation, inflammatory responses, the NOD-like receptor signaling pathway, and Fc gamma R-mediated phagocytosis. Notably, MiRNAs differentially expressed in endometriosis (specifically hsa-miR-202-5p and hsa-miR-141-3p) were found to directly target this gene set, highlighting the role of epigenetic regulation across infertility diseases. Additionally, our drug repurposing analysis identified several FDA-approved drugs, including Abacavir and Peginterferon Alfa-2b, suggesting that the HCK gene may be a viable target for drug development to address female infertility. Furthermore, we identified 192 genes that correlated with DNA methylation and expression levels in PCOS. Thus, this study underscores the epigenetic convergence of different female infertility diseases and highlights potential biomarkers and therapeutic options that could enhance treatment in reproductive medicine.

## Linked entities

- **Genes:** H19 (H19 imprinted maternally expressed transcript) [NCBI Gene 283120], SULT1A4 (sulfotransferase family 1A member 4) [NCBI Gene 445329], HCK (HCK proto-oncogene, Src family tyrosine kinase) [NCBI Gene 3055], SPI1 (Spi-1 proto-oncogene) [NCBI Gene 6688], CARD16 (caspase recruitment domain family member 16) [NCBI Gene 114769], NFE2 (nuclear factor, erythroid 2) [NCBI Gene 4778], LST1 (leukocyte specific transcript 1) [NCBI Gene 7940], KRT8 (keratin 8) [NCBI Gene 3856]
- **Chemicals:** Abacavir (PubChem CID 441300)
- **Diseases:** polycystic ovary syndrome (MONDO:0008487), endometriosis (MONDO:0005133)

## Full-text entities

- **Genes:** CARD16 (caspase recruitment domain family member 16) [NCBI Gene 114769] {aka COP, COP1, LLID-114769, PSEUDO-ICE}, SPI1 (Spi-1 proto-oncogene) [NCBI Gene 6688] {aka AGM10, OF, PU.1, SFPI1, SPI-1, SPI-A}, PNMT (phenylethanolamine N-methyltransferase) [NCBI Gene 5409] {aka PENT, PNMTase}, ITGAX (integrin subunit alpha X) [NCBI Gene 3687] {aka CD11C, SLEB6}, HBA2 (hemoglobin subunit alpha 2) [NCBI Gene 3040] {aka ECYT7, HBA-T2, HBH}, HBA1 (hemoglobin subunit alpha 1) [NCBI Gene 3039] {aka ECYT7, HBA-T3, HBH, METHBA}, CSF3R (colony stimulating factor 3 receptor) [NCBI Gene 1441] {aka CD114, GCSFR, SCN7}, H19 (H19 imprinted maternally expressed transcript) [NCBI Gene 283120] {aka ASM, ASM1, BWS, D11S813E, GMRSP, LINC00008}, LST1 (leukocyte specific transcript 1) [NCBI Gene 7940] {aka B144, D6S49E, LST-1}, MIR202 (microRNA 202) [NCBI Gene 574448] {aka MIRN202, hsa-mir-202, mir-202}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, HCK (HCK proto-oncogene, Src family tyrosine kinase) [NCBI Gene 3055] {aka AIPCV, JTK9, p59Hck, p61Hck}, KRT8 (keratin 8) [NCBI Gene 3856] {aka CARD2, CK-8, CK8, CYK8, K2C8, K8}, MIR449B (microRNA 449b) [NCBI Gene 693123] {aka MIRN449B, mir-449b}, BCL2A1 (BCL2 related protein A1) [NCBI Gene 597] {aka ACC-1, ACC-2, ACC1, ACC2, BCL2L5, BFL1}, SECISBP2L (SECIS binding protein 2 like) [NCBI Gene 9728] {aka SBP2L, SLAN}, CA4 (carbonic anhydrase 4) [NCBI Gene 762] {aka CAIV, Car4, RP17}, EPHA8 (EPH receptor A8) [NCBI Gene 2046] {aka EEK, EK3, HEK3}, UMOD (uromodulin) [NCBI Gene 7369] {aka ADMCKD2, ADTKD1, FJHN, HNFJ, HNFJ1, MCKD2}, HBB (hemoglobin subunit beta) [NCBI Gene 3043] {aka CD113t-C, ECYT6, beta-globin}, NFE2 (nuclear factor, erythroid 2) [NCBI Gene 4778] {aka NF-E2, p45}, S100A9 (S100 calcium binding protein A9) [NCBI Gene 6280] {aka 60B8AG, CAGB, CFAG, CGLB, L1AG, LIAG}, SULT1A4 (sulfotransferase family 1A member 4) [NCBI Gene 445329] {aka HAST3, M-PST, ST1A3, ST1A3/ST1A4, ST1A4, STM}
- **Diseases:** PCOS (MESH:D011085), immunological dysfunction (MESH:D007154), Infertility Disorders (MESH:D007246), endometrial disorder (MESH:D014591), immune dysregulation (OMIM:614878), DOR (MESH:D010049), chronic (MESH:D002908), infectious disease (MESH:D003141), injury to (MESH:D014947), inflammation (MESH:D007249), fibrosis (MESH:D005355), Female Infertility Disorders (MESH:D007247), Endometriosis (MESH:D004715), RIF (MESH:D051437), cancer (MESH:D009369), proliferative (MESH:D009220), Acute myeloid leukemia (MESH:D015470), reproductive disorders (MESH:D060737)
- **Chemicals:** Abacavir (MESH:C106538), catecholamine (MESH:D002395), phosphotyrosine (MESH:D019000), selenium (MESH:D012643), lipopolysaccharide (MESH:D008070), oxygen (MESH:D010100), Acetaminophen (MESH:D000082), Masitinib (MESH:C526575), Ribavirin (MESH:D012254)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940672/full.md

## References

68 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940672/full.md

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Source: https://tomesphere.com/paper/PMC12940672