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Updated: Feb 12, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Structure-guided discovery strategies for Trop2-targeted small molecule inhibitors
1Department of Biology Education, Daegu University, 201, Daegudae-ro, Gyeongsan-si, Gyeongsangbuk-do 38453, Republic of Korea.
Abstract:
Trophoblast cell surface antigen 2 (Trop2) is a transmembrane glycoprotein overexpressed in many epithelial cancers and functions as a critical driver of tumor growth, metastasis, and therapeutic resistance. While Trop2-targeting antibody-drug conjugates (ADCs) such as sacituzumab govitecan have demonstrated clinical success, limitations including off-target toxicity and drug resistance underscore the need for alternative modalities. This review explores recent advances in the development of small molecule inhibitors targeting Trop2, with a focus on structure-based strategies. We summarize the oncogenic signaling mechanisms of Trop2, including regulated intramembrane proteolysis and β-catenin stabilization, and identify key structural domains such as the TY-loop, ND-CD ridge, and intracellular phosphorylation region (Ser303, Lys307, Glu310) as candidate binding pockets. Bruceine D is presented as a case study of a natural Trop2-ICD modulator, supported by docking analyses and structure activity insights. In addition, we examine fragment-based drug discovery, covalent/allosteric inhibition, and AI-guided screening strategies, integrating computational and experimental workflows including CETSA, luciferase assays, and ADMET filtering. Together, these approaches provide a comprehensive framework for the rational design and optimization of next-generation Trop2-targeted small molecule therapeutics.
Insights
Small molecules targeting Trophoblast cell surface antigen 2 (Trop2) show promise for cancer therapy. Structure-based strategies and advanced screening methods are key to developing next-generation Trop2 inhibitors.
Area of Science:
- Oncology
- Drug Discovery
- Molecular Biology
Background:
- Trophoblast cell surface antigen 2 (Trop2) is overexpressed in epithelial cancers, driving tumor growth and resistance.
- Trop2-targeting antibody-drug conjugates (ADCs) show success but have limitations like toxicity and resistance.
Purpose of the Study:
- To review recent advances in small molecule inhibitors targeting Trop2.
- To focus on structure-based strategies for Trop2 inhibitor development.
- To explore novel therapeutic modalities beyond ADCs.
Main Methods:
- Summarizing Trop2's oncogenic signaling mechanisms (e.g., intramembrane proteolysis, β-catenin stabilization).
- Identifying key structural domains (TY-loop, ND-CD ridge, phosphorylation sites) for small molecule binding.
- Examining natural compounds (e.g., Bruceine D) and computational/experimental workflows (docking, CETSA, AI screening).
Main Results:
- Key structural domains of Trop2 are identified as potential binding pockets for small molecule inhibitors.
- Bruceine D serves as a case study for a natural Trop2-ICD modulator.
- Integrated computational and experimental approaches facilitate rational drug design.
Conclusions:
- Small molecule inhibitors represent a promising alternative to ADCs for Trop2-targeted cancer therapy.
- Structure-based design, fragment-based discovery, and AI-guided screening are crucial for optimizing Trop2 inhibitors.
- These strategies offer a framework for developing next-generation Trop2 therapeutics.
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