Furthermore, several of the predicted candidate drugs (such as PAZOPANIB) have been previously reported to play a positive role in NSCLC treatment. This study highlights MVGAE as a novel computational framework for drug repurposing and demonstrates how its integration with complementary models can effectively prioritize potential therapeutic targets and candidate drugs, providing a robust computational basis for precision treatment strategies.
Immunoassays revealed that high-risk patients had 9 elevated immune checkpoints, while low-risk patients were more susceptible to pazopanib and temsirolimus. Real-time PCR (RT-qPCR) confirmed low levels of CASP7, PRKCB, and ENDOG mRNA in CRC tissues, with no significant difference between LMNB2 and GZMB. These findings highlight 5 MPTDN-associated prognostic genes in CRC, providing insights for individualized treatment and prognosis.
14 days ago
Journal
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GZMB (Granzyme B) • CASP7 (Caspase 7) • PRKCB (Protein Kinase C Beta) • LMNB2 (Lamin B2)
No partial responses (PR) were observed upon ipilimumab/nivolumab (0%), and pazopanib (0%). PRs were rare upon nivolumab (14%), sunitinib (25%), axitinib (28%) and axitinib/pembrolizumab (33%), but higher upon cabozantinib/nivolumab (50%) and cabozantinib in monotherapy (64%)...Based on this translational and clinical data, cabozantinib is the optimal systemic therapy for m-ccRCC patients with BrM. As the presence of BrM impacts the choice of first-line treatment, we advise to screen for BrM at baseline, even in asymptomatic patients.
1 month ago
Journal • PD(L)-1 Biomarker
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CD8 (cluster of differentiation 8) • AXL (AXL Receptor Tyrosine Kinase)
Rutin, trifolin (a kaempferol glycoside), and epigallocatechin exhibited the strongest binding (e.g. rutin: - 8.85 kcal/mol to VEGF-A), surpassing the reference inhibitor Pazopanib (- 3.56 kcal/mol) with multiple stabilizing interactions with these proteins, suggesting potential to interfere with tumor angiogenesis and cell survival pathways. Collectively, these findings provide a scientific basis for the traditional use of T. globiferus and support its fraction as promising sources of multi-targeted anticancer agents. The identification of bioactive compounds further establishes a foundation for bioassay-guided isolation, mechanistic validation, and future drug development.
P1/2, N=51, Active, not recruiting, Roswell Park Cancer Institute | Trial completion date: Jan 2026 --> Aug 2026 | Trial primary completion date: Jan 2026 --> Aug 2026
1 month ago
Trial completion date • Trial primary completion date
The AI-guided screening of approved and investigational drug libraries to identify compounds predicted to reverse subtype-specific molecular programs; preclinical studies highlight candidates such as pazopanib and histone deacetylase (HDAC) inhibitors is discussed...Integrating surgical management, multi-omics, and computational pharmacology helps bridge the gap from bench to bedside and, ultimately, improve outcomes for patients with RLMS. In contrast to prior work that addresses molecular subtyping or surgical management in isolation, this review presents an integrative framework that links surgical risk stratification with transcriptomic profiling to enable AI-guided drug repurposing and provides a roadmap for personalized RLMS therapy.
P=N/A, N=20, Recruiting, M.D. Anderson Cancer Center | Trial completion date: Dec 2025 --> Dec 2028 | Trial primary completion date: Dec 2025 --> Dec 2028
2 months ago
Trial completion date • Trial primary completion date