Integrative In Silico mRNA-miRNA Profiling of mTOR Pathway Dysregulation in High-Grade Serous Ovarian Carcinoma

Radwa Hablase1,2, Cristina Sisu1, Emmanouil Karteris1

  • 1College of Health, Medicine and Life Sciences, Brunel University of London, Uxbridge UB8 3PH, UK.

Cancers
|March 14, 2026
PubMed

Insights

High-grade serous ovarian carcinoma (HGSOC) exhibits dual activation of the mechanistic target of rapamycin (mTOR) pathway and autophagy, driving cancer progression. This metabolic rewiring offers potential therapeutic targets for chemoresistant ovarian cancer.

Area of Science:

  • Oncology
  • Molecular Biology
  • Genetics

Background:

  • High-grade serous ovarian carcinoma (HGSOC) is characterized by poor prognosis and chemoresistance.
  • The mechanistic target of rapamycin (mTOR) pathway is frequently dysregulated in epithelial ovarian cancers, but mTOR inhibitors show modest clinical responses.
  • Understanding mTOR pathway dysregulation and its regulation by microRNAs (miRNAs) is crucial for developing effective therapies.

Purpose of the Study:

  • To investigate the mechanistic target of rapamycin (mTOR) pathway and its post-transcriptional miRNA regulation in chemo-naive, high-grade serous ovarian carcinoma (HGSOC).
  • To identify key molecular players and regulatory networks within the mTOR pathway that contribute to HGSOC pathogenesis and prognosis.

Main Methods:

  • Differential gene and miRNA expression analysis was performed on HGSOC patient samples (TCGA) and healthy controls (GTEx).
  • KEGG mTOR signaling pathway analysis and functional enrichment were conducted on differentially expressed genes.
  • An interaction network of key genes and miRNAs was constructed to identify prognostic markers.

Main Results:

  • Ninety-five differentially expressed mTOR pathway genes were identified, indicating a shift towards mTORC1 activation and paradoxical autophagy activation.
  • The let-7 miRNA family was implicated as a key regulator of the mTOR pathway in HGSOC.
  • RICTOR downregulation and FNIP1 expression correlated with survival outcomes, suggesting their roles in HGSOC progression.

Conclusions:

  • A model of dual mTORC1 and autophagy activation is proposed as a metabolic rewiring mechanism enabling HGSOC progression.
  • This dual activation highlights potential therapeutic strategies targeting the mTOR pathway and autophagy in ovarian cancer.
  • Identifying key regulatory miRNAs and genes like RICTOR and FNIP1 may lead to improved prognostic markers and targeted therapies for HGSOC.

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