Related Experiment Video
Updated: Jan 11, 2026

Malachite Green Assay for the Discovery of Heat-Shock Protein 90 Inhibitors
Published on: January 20, 2023
Integrative Multi-Omics Analyses Reveal Mechanisms of Resistance to Hsp90β-Selective Inhibition
Ian Mersich1,2, Eahsanul Anik1,2, Aktar Ali1,2
1Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA.
Background/Objectives:
Targeting Hsp90β with isoform-selective inhibitors offers a promising therapeutic strategy with reduced toxicity compared to pan-Hsp90 inhibition. However, mechanisms of resistance to Hsp90β-selective inhibition remain poorly defined. This study aimed to identify molecular determinants of Hsp90β dependency and pharmacologic resistance across cancer types.
Methods:
We integrated gene dependency, transcriptomic, proteomic, metabolomic, and drug sensitivity data from the Cancer Cell Line Encyclopedia with in vitro validation using the Hsp90β-selective inhibitor, NDNB-25. Comparative and correlation analyses were performed to identify resistance-associated pathways, followed by network and combination drug testing to validate functional interactions.
Results:
Resistant cell lines exhibited extensive rewiring of Rho GTPase signaling, cytoskeletal remodeling, and metabolic adaptation, including mitochondrial dysfunction and redox imbalance. Integrated analyses linked these phenotypes to aryl hydrocarbon receptor (AHR) activation and compensatory Hsp90α expression. Experimental validation confirmed increased kynurenine levels, a known endogenous AHR ligand, in NDNB-25-acquired resistant cells. Gene-drug network integration revealed collateral sensitivity to carboplatin, which synergized with Hsp90β inhibition in resistant models.
Conclusions:
This study defines the molecular features and adaptive programs underlying resistance to Hsp90β-selective inhibition and identifies therapeutic vulnerabilities that can be exploited to overcome it. The findings establish a systems-level framework for predicting Hsp90β inhibitor response and support rational combination strategies, including carboplatin co-treatment, for future preclinical development.
Insights
Isoform-selective Hsp90β inhibitors show promise, but resistance mechanisms are unclear. This study identified Rho GTPase signaling, metabolic rewiring, and AHR activation as key resistance drivers, suggesting carboplatin combination therapy.
Area of Science:
- Oncology
- Molecular Biology
- Pharmacology
Background:
- Targeting Heat Shock Protein 90 beta (Hsp90β) with isoform-selective inhibitors presents a therapeutic strategy with potentially lower toxicity than pan-Hsp90 inhibition.
- Understanding resistance mechanisms to Hsp90β-selective inhibitors is crucial for effective clinical application.
Purpose of the Study:
- To identify molecular factors driving Hsp90β dependency and resistance to its selective inhibitors across diverse cancer types.
- To define adaptive programs that confer pharmacologic resistance to Hsp90β-targeted therapies.
Main Methods:
- Integrated analysis of multi-omics data (gene dependency, transcriptomics, proteomics, metabolomics, drug sensitivity) from the Cancer Cell Line Encyclopedia.
- In vitro validation using the Hsp90β-selective inhibitor NDNB-25, comparative analyses, and network-based drug combination testing.
Main Results:
- Resistance to Hsp90β inhibition involved significant rewiring of Rho GTPase signaling, cytoskeletal dynamics, and metabolic pathways, including mitochondrial dysfunction and redox imbalance.
- Aryl hydrocarbon receptor (AHR) activation and compensatory Hsp90α expression were linked to resistance phenotypes, with increased kynurenine levels observed.
- Gene-drug network analysis revealed collateral sensitivity to carboplatin, demonstrating synergy with Hsp90β inhibition in resistant models.
Conclusions:
- This study elucidates the molecular basis of resistance to Hsp90β-selective inhibitors, highlighting adaptive programs and identifying therapeutic vulnerabilities.
- The findings provide a systems-level framework for predicting Hsp90β inhibitor response and support rational combination strategies, such as carboplatin co-treatment, for preclinical development.
More Related Videos
Related Concept Videos
Treatment Resistant Cancers
Adaptive Mechanisms in Cancer Cells
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Interactions Between Signaling Pathways
Convergence and divergence, and cross-talk between signaling pathways
Two distinct signaling pathways can converge on a single functional unit, which may either be a single protein or a complex of proteins. The response is either functionally distinct or synergistic between the two pathways but different from the response...

