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Author Spotlight: Unveiling the Role of TMOD3 in Platinum Resistance and Immune Infiltration in Ovarian Cancer
Published on: August 2, 2024
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.
Abstract:
Introduction and Background: High-grade serous ovarian carcinoma (HGSOC) is notorious for its poor prognosis owing to its inherent biological aggressiveness and development of chemoresistance. The mechanistic target of rapamycin (mTOR) pathway is dysregulated in 55% of epithelial ovarian cancers, representing an appealing therapeutic target. To date, the clinical trials of mTOR inhibitors have shown modest response. In this study, we investigated the mTOR pathway in a clinical cohort of primary, chemo-naive, high-grade ovarian cancer samples, along with its regulatory post-transcriptional miRNA regulation. Methodology: We performed differential gene expression analysis on 100 HGSOC patients from TCGA and 80 healthy controls (i.e., normal ovarian tissue) from GTEx. The differentially expressed genes (DEGs) were overlaid onto the KEGG mTOR signalling pathway, followed by functional enrichment analysis. Next, we conducted differential miRNA expression analysis on the same cohort and identified regulatory miRNA-mTOR gene pairs involved in cancer pathogenesis. Finally, we constructed an interaction network and identified key hub genes and miRNAs with potential prognostic significance. Results: We identified 95 mTOR pathway genes that were significantly differentially expressed, involving upstream regulators, core components, and downstream effectors. Functional pathway analysis revealed a prominent shift toward mTORC1 activation, accompanied by paradoxical activation of autophagy. The let-7 miRNA family was identified as a key regulator of the mTOR pathway, potentially facilitating disease progression. RICTOR downregulation, a key component of the mTORC2 complex, appears to play a critical role in this histotype. In addition, FNIP1, a tumour suppressor gene implicated in mTOR dysregulation, was found to correlate with survival outcomes. Conclusions: We propose a model of dual activation of mTORC1 and autophagy in HGSOC as the metabolic rewiring enabling cancer progression under nutrient and cellular stress.
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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