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Updated: Jun 9, 2026

Tropomodulin 3 Overexpression as a Marker for Platinum Resistance and Immune Infiltration in Ovarian Cancer
Published on: August 2, 2024
Integrative transcriptomics and structure-based screening identifies Phyllanthus amarus phytocompounds as potential
Shreya Shibu1, Abisha Sharon1, Sidharth Kumar Nanda Kumar1
1Department of Biotechnology, Faculty of Biomedical Sciences & Technology, Sri Ramachandra Institute of Higher Education and Research (DU), Chennai, Tamil Nadu, India.
Introduction:
Ovarian cancer is one of the most lethal gynecological malignancies, largely due to its asymptomatic onset, heterogeneous molecular landscape, and frequent late-stage diagnosis. Identifying key oncogenic drivers and novel therapeutic candidates is important for understanding disease progression and guiding future research efforts.
Methods:
An integrative computational pipeline was employed to identify differentially expressed genes prioritize a candidate target, and screen plant compounds for anticancer potential. Transcriptomic datasets (GSE14407, GSE18520, and GSE26712) were retrieved from Gene Expression Omnibus and analyzed using GEO2R. The three-dimensional structure of WNT5A was obtained from AlphaFold. GC-MS profiling of Phyllanthus amarus Schumach. and Thonn. Identified phytocompounds for virtual screening, followed by molecular docking, ADME, and toxicity prediction. Molecular dynamics simulations, Free Energy Landscape and Dynamic Cross-Correlation Matrix analyses were performed. Further, Free energy perturbation (FEP) calculations were performed to estimate relative binding free energies across alchemical λ states.
Results:
A total of 103 consistently upregulated genes were identified, among which WNT5A emerged as a key regulator associated with tumor progression, metastasis, and chemoresistance. Enrichment analysis indicated involvement in mesenchymal development, extracellular matrix organization, and receptor-mediated signaling. GC-MS identified 48 compounds, and docking revealed several ligands with favorable interactions with WNT5A. MD simulations supported the structural stability of selected complexes, while FEL and DCCM analyses indicated stable conformational states and ligand-influenced residue dynamics. The FEP-derived free energy estimates further supported the stability and favorable binding of selected ligands toward WNT5A. These results enhance confidence in the computational predictions and complement the MD and docking analyses.
Discussion:
This integrative in silico framework highlights WNT5A as a potential therapeutic target and identifies bioactive compounds from P. amarus as candidates for further investigation. These findings provide preliminary computational insights and warrant experimental validation to improve treatment outcomes in healthcare settings.
Insights
This study identifies WNT5A as a key driver in ovarian cancer progression and chemoresistance. Bioactive compounds from Phyllanthus amarus show potential as novel therapeutic candidates, warranting further experimental validation.
Area of Science:
- Oncology
- Computational Biology
- Pharmacognosy
Background:
- Ovarian cancer is a leading cause of gynecological cancer deaths due to late diagnosis and molecular complexity.
- Identifying oncogenic drivers and new therapeutic strategies is crucial for improving patient outcomes.
Purpose of the Study:
- To identify key molecular targets in ovarian cancer using computational methods.
- To screen for potential anticancer compounds from natural sources.
Main Methods:
- Integrative computational pipeline analyzing transcriptomic data (GSE14407, GSE18520, GSE26712).
- Identification and prioritization of WNT5A as a target via gene expression analysis.
- GC-MS profiling of Phyllanthus amarus for compound identification.
- Virtual screening, molecular docking, ADME/toxicity prediction, molecular dynamics simulations, and FEP calculations.
Main Results:
- WNT5A identified as a key regulator in tumor progression, metastasis, and chemoresistance.
- Enrichment analysis revealed WNT5A's role in mesenchymal development and signaling pathways.
- 48 compounds from P. amarus were identified, with several showing favorable interactions with WNT5A via molecular docking.
- Molecular dynamics and FEP calculations confirmed the stability and binding affinity of selected compounds to WNT5A.
Conclusions:
- The study highlights WNT5A as a promising therapeutic target for ovarian cancer.
- Bioactive compounds from P. amarus demonstrate potential as novel anticancer agents.
- These in silico findings provide a foundation for experimental validation and drug development.
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