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Updated: Jan 4, 2026

Implementation of In Vitro Drug Resistance Assays: Maximizing the Potential for Uncovering Clinically Relevant Resistance Mechanisms
Published on: December 9, 2015
Advanced technological tools to study multidrug resistance in cancer
Luca Andrei1, Sandor Kasas2, Ignacio Ochoa Garrido3
1Department of Pneumology, University of Medicine and Pharmacy "Grigore T. Popa" Iasi, Romania; Advanced Center for Research and Development in Experimental Medicine (CEMEX), University of Medicine and Pharmacy "Grigore T. Popa" Iasi, Romania.
Abstract:
The complexity of cancer biology and its clinical manifestation are driven by genetic, epigenetic, transcriptomic, proteomic and metabolomic alterations, supported by genomic instability as well as by environmental conditions and lifestyle factors. Although novel therapeutic modalities are being introduced, efficacious cancer therapy is not achieved due to the frequent emergence of distinct mechanisms of multidrug resistance (MDR). Advanced technologies with the potential to identify and characterize cancer MDR could aid in selecting the most efficacious therapeutic regimens and prevent inappropriate treatments of cancer patients. Herein, we aim to present technological tools that will enhance our ability to surmount drug resistance in cancer in the upcoming decade. Some of these tools are already in practice such as next-generation sequencing. Identification of genes and different types of RNAs contributing to the MDR phenotype, as well as their molecular targets, are of paramount importance for the development of new therapeutic strategies aimed to enhance drug response in resistant tumors. Other techniques known for many decades are in the process of adaptation and improvement to study cancer cells' characteristics and biological behavior including atomic force microscopy (AFM) and live-cell imaging. AFM can monitor in real-time single molecules or molecular complexes as well as structural alterations occurring in cancer cells induced upon treatment with various antitumor agents. Cell tracking methodologies and software tools recently progressed towards quantitative analysis of the spatio-temporal dynamics of heterogeneous cancer cell populations and enabled direct monitoring of cells and their descendants in 3D cultures. Besides, novel 3D systems with the advanced mimicking of the in vivo tumor microenvironment are applicable to study different cancer biology phenotypes, particularly drug-resistant and aggressive ones. They are also suitable for investigating new anticancer treatment modalities. The ultimate goal of using phenotype-driven 3D cultures for the investigation of patient biopsies as the most appropriate in vivo mimicking model, can be achieved in the near future.
Insights
New technologies can help overcome multidrug resistance (MDR) in cancer by identifying resistance mechanisms. Advanced tools like next-generation sequencing and 3D cultures will improve cancer therapy selection and patient outcomes.
Area of Science:
- Oncology
- Biotechnology
- Genomics
Background:
- Cancer complexity arises from multi-omic alterations, environmental factors, and lifestyle, leading to multidrug resistance (MDR).
- Efficacious cancer therapy remains a challenge due to the emergence of MDR mechanisms.
- Advanced technologies are crucial for identifying and characterizing MDR to guide treatment selection.
Purpose of the Study:
- To present technological tools for overcoming cancer drug resistance in the next decade.
- To highlight the importance of identifying genes and RNAs contributing to MDR.
- To discuss the adaptation of existing techniques for studying cancer cell behavior.
Main Methods:
- Next-generation sequencing for identifying genes and RNAs involved in MDR.
- Atomic force microscopy (AFM) for real-time monitoring of molecular and cellular changes.
- Live-cell imaging and cell tracking for quantitative analysis of cell dynamics.
- Novel 3D culture systems mimicking the tumor microenvironment.
Main Results:
- These technologies enhance the ability to characterize cancer MDR.
- Identification of MDR-associated genes and RNAs is vital for developing new therapeutic strategies.
- AFM and live-cell imaging provide insights into drug-induced cellular alterations.
- 3D culture systems are suitable for studying aggressive and drug-resistant cancer phenotypes.
Conclusions:
- Technological advancements are key to surmounting multidrug resistance in cancer.
- Future applications include using phenotype-driven 3D cultures with patient biopsies.
- These tools will aid in selecting effective cancer therapies and preventing ineffective treatments.
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