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Updated: Jan 24, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Virtual Screening Based on Ensemble Docking Targeting Wild-Type p53 for Anticancer Drug Discovery
Xin Li1, Xin-Xin Zhang2, Yu-Xi Lin1
1School of Life Science, Lanzhou University, Lanzhou, 730000, P. R. China.
Abstract:
The tumor-suppressor function of p53 makes it an attractive drug target. Efforts were mostly put on stabilization of the functional p53 or reactivation of mutated p53. Previous studies have shown that small molecules targeting Loop1/Sheet3 (L1/S3) can reactivate the R175H-p53 and stabilize p53 in vitro. Since the L1/S3 pocket is shared by the mutate and the wild type (WT) p53, virtual screening is introduced to identify natural products targeting the L1/S3 of WT p53. Considering the high flexibility of Loop1, ensemble docking method is utilized for different clusters of the L1/S3. Seven conformations were chosen for docking. As one of the 181 selected candidates, torilin not only improved p53 activity, but also increased p21 protein expression level, which lies downstream of p53, therefore suppressing HCT116 cancer cell growth. Torilin may covalently bind to Cys124 of p53 by 2-methyl-2-butenal (2M2B) group, as torilin derivatives, which do not contain the 2M2B group, were not able to increase the p53 transcription activity. In conclusion, this study demonstrated that L1/S3 of WT-p53 is a druggable pocket, and torilin has a potential cytotoxicity through activating the p53 pathway.
Insights
Torilin, a natural product, activates wild-type p53 tumor suppressor function by targeting the Loop1/Sheet3 pocket. This leads to increased p21 expression and suppressed HCT116 cancer cell growth.
Area of Science:
- Biochemistry
- Molecular Biology
- Drug Discovery
Background:
- The tumor suppressor p53 is a key drug target, with research focusing on stabilizing functional p53 or reactivating mutated p53.
- Small molecules targeting the Loop1/Sheet3 (L1/S3) pocket have shown potential in reactivating mutant p53 and stabilizing wild-type p53 in vitro.
Purpose of the Study:
- To identify natural products that target the L1/S3 pocket of wild-type (WT) p53.
- To investigate the potential of identified compounds in suppressing cancer cell growth through p53 activation.
Main Methods:
- Virtual screening of natural products against the L1/S3 pocket of WT p53.
- Utilized ensemble docking with seven conformations to account for Loop1 flexibility.
- Assessed p53 activity, p21 protein expression, and HCT116 cancer cell growth suppression.
Main Results:
- Torilin was identified as a promising candidate from 181 screened compounds.
- Torilin enhanced p53 activity and increased downstream p21 protein expression.
- Torilin suppressed HCT116 cancer cell growth, potentially through covalent binding to Cys124 via its 2-methyl-2-butenal (2M2B) group.
Conclusions:
- The L1/S3 pocket of WT-p53 is a druggable target.
- Torilin exhibits potential cytotoxicity by activating the p53 pathway.
- The 2M2B group in torilin appears crucial for its p53-activating activity.
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