Quantitative Size-Based Analysis of Tumor Spheroids and Responses to Therapeutics
Pradip Shahi Thakuri1, Megha Gupta2, Madison Plaster1
11 Department of Biomedical Engineering and The University of Akron, Akron, Ohio.
Abstract:
Drug resistance remains a major clinical problem despite advances in targeted therapies. In recent years, methods to culture cancer cells in three-dimensional (3D) environments to better mimic native tumors have gained increasing popularity. Nevertheless, unlike traditional two-dimensional (2D) cell cultures, analysis of 3D cultures is not straightforward. Most biochemical assays developed for 2D cultures have to be optimized for use with 3D cultures. We addressed this important problem by presenting a simple method of quantitative size-based analysis of growth and drug responses of 3D cultures of cancer cells as tumor spheroids. We used an aqueous two-phase system to form consistently sized tumor spheroids of colorectal cancer cells. Using spheroid images, we computed the size of spheroids over time and demonstrated that growth of spheroids from this analysis strongly correlates with that using a PrestoBlue biochemical assay optimized for 3D cultures. Next, we cyclically treated the tumor spheroids with a MEK inhibitor, trametinib, for 6-day periods with a recovery phase in between. This inhibitor was selected because of mutation of colon cancer cells in the MEK/ERK pathway. We used size measurements to evaluate the efficacy of trametinib and predict development of resistance of colon cancer cells during the cyclical treatment and recovery regimen. This size-based analysis closely matched the biochemical analysis of drug responses of spheroids. We performed molecular analysis and showed that resistance to trametinib emerged due to feedback activation of the PI3K/AKT signaling pathway. Therefore, we combined trametinib with a PI3K/AKT inhibitor, dactolisib, and demonstrated that size-based analysis of spheroids reliably allowed quantifying the effect of the combination treatment to prevent drug resistance. This study established that size measurements of spheroids can be used as a straightforward method for quantitative studies of drug responses of tumor spheroids and identifying drug combinations that block resistance.
Insights
Researchers developed a simple size-based method to analyze 3D cancer cell cultures (spheroids) and predict drug resistance. This technique accurately measures drug responses and identifies effective combination therapies, aiding in overcoming treatment challenges.
Area of Science:
- Oncology
- Biotechnology
- Drug Discovery
Background:
- Drug resistance is a significant clinical challenge in cancer therapy.
- Three-dimensional (3D) cancer cell cultures (tumor spheroids) better mimic in vivo tumors but are difficult to analyze.
- Existing biochemical assays for 2D cultures require optimization for 3D systems.
Purpose of the Study:
- To develop a simple, quantitative, size-based analysis method for 3D tumor spheroids.
- To evaluate drug responses and predict resistance in 3D cancer cell cultures.
- To identify effective drug combinations to overcome treatment resistance.
Main Methods:
- Utilized an aqueous two-phase system to form consistently sized colorectal cancer spheroids.
- Employed quantitative image analysis to measure spheroid size over time.
- Cyclically treated spheroids with a MEK inhibitor (trametinib) and a PI3K/AKT inhibitor (dactolisib), assessing responses via size measurements.
Main Results:
- Spheroid size measurements strongly correlated with traditional biochemical assays for growth and drug response.
- Size analysis accurately predicted trametinib resistance development, linked to PI3K/AKT pathway activation.
- Combination therapy with trametinib and dactolisib effectively prevented drug resistance, as confirmed by size-based analysis.
Conclusions:
- Spheroid size measurement offers a straightforward, quantitative method for assessing drug responses in 3D cultures.
- This approach facilitates the identification of drug combinations that effectively block cancer drug resistance.
- The developed method aids in optimizing targeted therapies and overcoming resistance mechanisms in cancer treatment.
Related Concept Videos
Quantitative Analysis
In quantitative analysis, two key measurements are made: the sample quantity and a property proportional to the amount of the analyte (the substance being analyzed). This forms the basis of the...
Pharmaceutical Alternatives: Polymorphic Form-Related and Particle Size-Related Therapeutic Nonequivalence
Cardiovascular Drugs: Classification based on Therapeutic Indications
Therapeutic Drug Monitoring: Drug Analysis Methods
Cell Size
Surface Area
Cells can take in nutrients and water via diffusion through the plasma membrane itself or through specific channels in the membrane. The area of the membrane surrounding...
Therapeutic Index


