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Updated: Oct 8, 2025

Implementation of In Vitro Drug Resistance Assays: Maximizing the Potential for Uncovering Clinically Relevant Resistance Mechanisms
Published on: December 9, 2015
Anticancer drug resistance: An update and perspective
Ruth Nussinov1, Chung-Jung Tsai2, Hyunbum Jang2
1Computational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Laboratory of Cancer Immunometabolism, National Cancer Institute, Frederick, MD, 21702, USA; Department of Human Molecular Genetics and Biochemistry, Sackler School of Medicine, Tel Aviv University, Tel Aviv, 69978, Israel.
Abstract:
Driver mutations promote initiation and progression of cancer. Pharmacological treatment can inhibit the action of the mutant protein; however, drug resistance almost invariably emerges. Multiple studies revealed that cancer drug resistance is based upon a plethora of distinct mechanisms. Drug resistance mutations can occur in the same protein or in different proteins; as well as in the same pathway or in parallel pathways, bypassing the intercepted signaling. The dilemma that the clinical oncologist is facing is that not all the genomic alterations as well as alterations in the tumor microenvironment that facilitate cancer cell proliferation are known, and neither are the alterations that are likely to promote metastasis. For example, the common KRasG12C driver mutation emerges in different cancers. Most occur in NSCLC, but some occur, albeit to a lower extent, in colorectal cancer and pancreatic ductal carcinoma. The responses to KRasG12C inhibitors are variable and fall into three categories, (i) new point mutations in KRas, or multiple copies of KRAS G12C which lead to higher expression level of the mutant protein; (ii) mutations in genes other than KRAS; (iii) original cancer transitioning to other cancer(s). Resistance to adagrasib, an experimental antitumor agent exerting its cytotoxic effect as a covalent inhibitor of the G12C KRas, indicated that half of the cases present multiple KRas mutations as well as allele amplification. Redundant or parallel pathways included MET amplification; emerging driver mutations in NRAS, BRAF, MAP2K1, and RET; gene fusion events in ALK, RET, BRAF, RAF1, and FGFR3; and loss-of-function mutations in NF1 and PTEN tumor suppressors. In the current review we discuss the molecular mechanisms underlying drug resistance while focusing on those emerging to common targeted cancer drivers. We also address questions of why cancers with a common driver mutation are unlikely to evolve a common drug resistance mechanism, and whether one can predict the likely mechanisms that the tumor cell may develop. These vastly important and tantalizing questions in drug discovery, and broadly in precision medicine, are the focus of our present review. We end with our perspective, which calls for target combinations to be selected and prioritized with the help of the emerging massive compute power which enables artificial intelligence, and the increased gathering of data to overcome its insatiable needs.
Insights
Cancer drug resistance arises from diverse mechanisms, often involving new mutations or pathway alterations. Predicting these resistance mechanisms is crucial for developing effective precision medicine strategies.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Driver mutations are key in cancer initiation and progression.
- Acquired drug resistance is a major challenge in cancer therapy, driven by multiple molecular mechanisms.
- Understanding resistance mechanisms is vital for improving patient outcomes.
Purpose of the Study:
- To review molecular mechanisms of drug resistance in common targeted cancer drivers.
- To explore why cancers with similar driver mutations develop diverse resistance strategies.
- To discuss the predictability of tumor resistance mechanisms for future drug development.
Main Methods:
- Literature review of studies on cancer drug resistance mechanisms.
- Analysis of resistance patterns associated with specific driver mutations, such as KRAS G12C.
- Discussion of genomic alterations and pathway activations contributing to resistance.
Main Results:
- Drug resistance involves mutations in the target protein, other genes, or activation of parallel pathways.
- Mechanisms include new KRAS mutations, KRAS amplification, MET amplification, and mutations in NRAS, BRAF, NF1, and PTEN.
- Cancers with common driver mutations exhibit varied resistance mechanisms, complicating treatment.
Conclusions:
- Cancer drug resistance is complex and multifactorial, necessitating a deeper understanding of molecular underpinnings.
- Predicting resistance mechanisms remains a challenge in precision oncology.
- Future strategies may involve AI-driven analysis of big data for selecting targeted drug combinations.
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