Related Experiment Video
Updated: Jul 12, 2026

A GPC3-targeting Bispecific Antibody, GPC3-S-Fab, with Potent Cytotoxicity
Published on: July 12, 2018
Target deconvolution of a selective HepG2 cytotoxic hit identifies GSTP1 and TRAP1 as candidate molecular targets
Belal O Al-Najjar1, M Helal2, Fadi G Saqallah3
1Department of Pharmaceutical Sciences, Faculty of Pharmacy, Al-Ahliyya Amman University Amman 19328 Jordan b.najjar@ammanu.edu.jo.
Abstract:
Hepatocellular carcinoma (HCC) remains a lethal malignancy with limited therapeutic options in advanced disease, highlighting the need to identify selective cytotoxic agents and biologically relevant molecular targets for early anticancer drug discovery. In this study, a focused in-house compound set was screened against HepG2, MCF-7, and MDA-MB-231 cancer cell lines using the MTT assay to identify compounds with selective activity toward HCC-derived cells. The most active hit, HTS00019, was then subjected to an integrated computational target-deconvolution workflow comprising SEA target prediction, reverse docking against cancer-relevant proteins, binding-mode analysis, 100 ns molecular dynamics simulations, MM-GBSA binding free energy estimation, and in silico toxicological profiling using ProTox-3.0. HTS00019 showed potent and selective cytotoxicity toward HepG2 cells, with an IC50 value of 1.70 ± 0.22 µM and approximately 50-fold selectivity over MCF-7 and MDA-MB-231 cells. SEA and reverse docking analyses prioritized GST-family proteins and TRAP1 as likely candidate targets. Docking suggested favorable binding within the GSTP1 H-site and the ATP-associated region of TRAP1, while molecular dynamics simulations supported stable accommodation of the compound in both proteins, with stronger ligand positional stability in TRAP1. MM-GBSA analysis further favored TRAP1 binding, with a calculated ΔG bind of -75.49 kcal mol-1 compared with -59.98 kcal mol-1 for GSTP1. Interaction analysis indicated hydrophobic and ionic contacts in GSTP1, whereas halogen bonding, π-cation, and hydrophobic interactions contributed to the predicted TRAP1 binding mode. In silico toxicological profiling classified HTS00019 as oral toxicity class 4 and flagged potential hepatotoxicity, mutagenicity, immunotoxicity, and carcinogenicity liabilities, while p53- and ATAD5-related stress pathway predictions were inactive. Overall, HTS00019 was identified as a selective HepG2 cytotoxic hit, with GSTP1 and TRAP1 emerging as computationally prioritized candidate targets. However, the absence of biochemical target validation and the predicted toxicological liabilities indicate that HTS00019 remains an early-stage hit requiring mechanistic confirmation and structural optimization.
Insights
Researchers identified HTS00019 as a potent compound selectively targeting hepatocellular carcinoma (HCC) cells. Computational analysis suggests GSTP1 and TRAP1 as potential targets, but further validation is needed due to predicted toxicities.
Area of Science:
- Oncology
- Drug Discovery
- Computational Chemistry
Background:
- Hepatocellular carcinoma (HCC) presents limited treatment options for advanced cases, necessitating novel therapeutic strategies and drug targets.
- Early anticancer drug discovery requires identifying selective cytotoxic agents and biologically relevant molecular targets.
Purpose of the Study:
- To screen a compound library for selective cytotoxicity against HCC-derived cells.
- To computationally identify and prioritize molecular targets for the most active compound, HTS00019.
Main Methods:
- MTT assay screening of compounds against HepG2, MCF-7, and MDA-MB-231 cell lines.
- Integrated computational target deconvolution: SEA, reverse docking, molecular dynamics simulations, MM-GBSA, and in silico toxicology.
- Analysis of binding modes, stability, and free energy for prioritized targets GSTP1 and TRAP1.
Main Results:
- HTS00019 demonstrated potent and selective cytotoxicity against HepG2 cells (IC50 = 1.70 ± 0.22 µM), with ~50-fold selectivity over other cell lines.
- Computational analyses prioritized Glutathione S-transferase P1 (GSTP1) and Heat Shock Protein 90 kDa Beta Class 1 (TRAP1) as candidate targets.
- Molecular dynamics and MM-GBSA favored TRAP1 binding over GSTP1, with distinct predicted interaction profiles for each target.
- In silico toxicology flagged potential liabilities including oral toxicity (class 4), hepatotoxicity, mutagenicity, and carcinogenicity.
Conclusions:
- HTS00019 is a selective cytotoxic hit against HepG2 cells, with GSTP1 and TRAP1 as computationally predicted targets.
- The compound's early-stage status necessitates biochemical validation and structural optimization to address predicted toxicological concerns.

