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LncRNA PTENP1/miR-21/PTEN Axis Modulates EMT and Drug Resistance in Cancer: Dynamic Boolean Modeling for Cell Fates
Shantanu Gupta1, Daner A Silveira2, Pedro R Lorenzoni3
1Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil.
This study models the DNA damage response (DDR) network, revealing how PTEN, miR-21, and PTENP1 interactions influence cancer cell fate, drug resistance, and epithelial-to-mesenchymal transition (EMT). The findings highlight therapeutic targets for cancer treatment.
Area of Science:
- Molecular Biology
- Cancer Research
- Systems Biology
Background:
- microRNA-21 (miR-21) targets PTEN, promoting cancer's epithelial-to-mesenchymal transition (EMT) and drug resistance.
- PTEN activates PTENP1, a long non-coding RNA that inhibits miR-21, but their dynamics in DNA damage response (DDR) are unclear.
Purpose of the Study:
- To elucidate the dynamic interplay of PTEN, miR-21, and PTENP1 during the DDR.
- To develop a computational model for predicting cellular responses to DDR in various cancers.
Main Methods:
- Constructed a dynamic Boolean network model integrating published literature from multiple cancer types.
- Validated the model against experimental data from breast cancer, hepatocellular carcinoma (HCC), and oral squamous cell carcinoma (OSCC).
Main Results:
- The model accurately predicts DDR progression from intra-S phase to G2 checkpoint, triggering cell cycle arrest, senescence, autophagy, apoptosis, drug resistance, and EMT.
- Identified nine novel feedback loops (eight positive, one negative) mediated by PTEN, influencing DDR cell fate, drug resistance, and EMT.
- Confirmed the roles of PTENP1, miR-21, and PTEN in modulating EMT and drug resistance.
Conclusions:
- The study provides a comprehensive framework for understanding DDR-mediated cellular responses.
- PTEN, miR-21, and PTENP1 represent potential therapeutic targets for enhancing cancer treatment efficacy.
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