# Transcriptomics driven identification of hub gene miRNA interactions for biomarker and therapeutic target discovery in gynecological cancers

**Authors:** Yuanjun Zhu, Sisi Chen, Mei Cao, Wangbo Liu, Hanling Huang, Ke Huang, Lingling Shi

PMC · DOI: 10.3389/fonc.2025.1719597 · Frontiers in Oncology · 2026-01-05

## TL;DR

This study identifies key genes and microRNAs involved in gynecological cancers, offering potential biomarkers and therapeutic targets for improved diagnosis and treatment.

## Contribution

The study presents novel hub genes and miRNA interactions specific to gynecological cancers, validated through in silico and experimental methods.

## Key findings

- Ten hub genes were identified, including CDK1, AURKA, and BUB1B, linked to gynecological cancers.
- Five top miRNAs (e.g., hsa-miR-653-5p) were found to interact with multiple hub genes and are associated with cancer progression.
- Real-time PCR validated the differential expression of hub genes in HeLa and HeLaDP cells.

## Abstract

MicroRNAs (miRNAs) are small, single-stranded noncoding RNAs that play critical roles in disease development, including gynecological cancers like vulvar and cervical cancer. Their high heterogeneity makes achieving an accurate diagnosis difficult in modern clinical practice.

In this study, we used in silico analyses to identify hub genes, miRNAs, and their interactions, enabling the discovery of potential biomarkers that may improve the diagnosis and treatment of cervical cancers following validation by quantitative gene expression analysis.

The statistical analysis of GEOR2 yielded 16,344 differentially expressed genes (DEGs), and through robust regression analysis, 229 common DEGs were retrieved. Among them, 94 and 135 genes were downregulated and upregulated, respectively. We retrieved ten hub genes via a protein–protein interaction network and cytohubba, namely CDK1, AURKA, BUB1B, CCNB1, TOP2A, KIF11, BUB1, CCNB2, CDCA8, and BIRC5. Following extensive in silico analysis, 30 miRNAs that interact with hub genes were identified and among these miRNAs, hsa-miR-653-5p, hsa-miR-495-3p, hsa-miR-381-3p, hsa-miR-1266-5p, and hsa-miR-589-3p were the top five interactive miRNAs that targeted the most hub genes and were involved in key functions leading to colorectal cancer, cervical cancer, glioma, and TGF-beta signaling. We further validated the differential expression of hub genes in HeLa and HeLaDP cells using real-time PCR (P < 0.01).

The identified miRNAs exhibit strong regulatory interactions with these hub genes, while serine/threonine protein kinases emerged as the most significantly associated group. Together, these findings highlight promising biomarker candidates and potential therapeutic targets for gynecological cancers.

## Linked entities

- **Genes:** CDK1 (cyclin dependent kinase 1) [NCBI Gene 983], AURKA (aurora kinase A) [NCBI Gene 6790], BUB1B (BUB1 mitotic checkpoint serine/threonine kinase B) [NCBI Gene 701], CCNB1 (cyclin B1) [NCBI Gene 891], TOP2A (DNA topoisomerase II alpha) [NCBI Gene 7153], KIF11 (kinesin family member 11) [NCBI Gene 3832], BUB1 (BUB1 mitotic checkpoint serine/threonine kinase) [NCBI Gene 699], CCNB2 (cyclin B2) [NCBI Gene 9133], CDCA8 (cell division cycle associated 8) [NCBI Gene 55143], BIRC5 (baculoviral IAP repeat containing 5) [NCBI Gene 332]
- **Diseases:** vulvar cancer (MONDO:0001528), cervical cancer (MONDO:0002974), colorectal cancer (MONDO:0005575), glioma (MONDO:0021042)

## Full-text entities

- **Genes:** AURKA (aurora kinase A) [NCBI Gene 6790] {aka AIK, ARK1, AURA, BTAK, PPP1R47, STK15}, KIF11 (kinesin family member 11) [NCBI Gene 3832] {aka EG5, HKSP, KNSL1, MCLMR, TRIP5}, BUB1B (BUB1 mitotic checkpoint serine/threonine kinase B) [NCBI Gene 701] {aka BUB1beta, BUBR1, Bub1A, MAD3L, MVA1, SSK1}, CDK1 (cyclin dependent kinase 1) [NCBI Gene 983] {aka CDC2, CDC28A, P34CDC2}, CCNB2 (cyclin B2) [NCBI Gene 9133] {aka HsT17299}, CDCA8 (cell division cycle associated 8) [NCBI Gene 55143] {aka BOR, BOREALIN, DasraB, MESRGP}, BIRC5 (baculoviral IAP repeat containing 5) [NCBI Gene 332] {aka API4, EPR-1}, CCNB1 (cyclin B1) [NCBI Gene 891] {aka CCNB}, BUB1 (BUB1 mitotic checkpoint serine/threonine kinase) [NCBI Gene 699] {aka BUB1A, BUB1L, MCPH30, hBUB1}, TOP2A (DNA topoisomerase II alpha) [NCBI Gene 7153] {aka TOP2, TOP2alpha, TOPIIA, TP2A}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}
- **Diseases:** cervical cancer (MESH:D002583), colorectal cancer (MESH:D015179), glioma (MESH:D005910), gynecological cancers (MESH:D009369)

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12812593/full.md

## References

76 references — full list in the complete paper: https://tomesphere.com/paper/PMC12812593/full.md

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Source: https://tomesphere.com/paper/PMC12812593