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Updated: Jul 13, 2026

Evaluating the Effectiveness of Cancer Drug Sensitization In Vitro and In Vivo
Published on: February 6, 2015
Dissecting Cancer Metabolism and Therapeutic Resistance Using In Vitro Platforms
Bruna Abreu1,2, Isabel Lemos1,2, Jacinta Serpa3,4
1iNOVA4Health, NOVA Medical School | Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisboa, Portugal.
Cancer metabolism research uses 2D and 3D in vitro models to study tumor biology and test therapies. Combining these models advances precision oncology and personalized cancer treatments.
Area of Science:
- Oncology
- Cancer Biology
- Biotechnology
Background:
- Understanding cancer metabolism is crucial for developing new therapies.
- In vitro models are essential for studying tumor biology and metabolism-based treatments.
Purpose of the Study:
- To compare the utility of 2D and 3D in vitro models in cancer metabolism research.
- To highlight the complementary roles of 2D and 3D models in advancing precision oncology.
Main Methods:
- Utilized traditional 2D monolayer cultures for mechanistic studies and drug screening.
- Employed advanced 3D models (spheroids, organoids, tumor-on-a-chip) to mimic in vivo tumor conditions.
- Conducted comparative analyses of metabolic flux, drug response, and nutrient stress adaptation between 2D and 3D cultures.
Main Results:
- 2D models offer scalability and cost-effectiveness for early drug discovery.
- 3D models better recapitulate tumor heterogeneity, gradients, and stroma interactions, providing higher translational relevance.
- Significant differences observed in metabolic flux and drug response between 2D and 3D culture systems.
Conclusions:
- Integrated approaches using both 2D and 3D models are necessary for comprehensive cancer metabolism research.
- 3D platforms are valuable for validating metabolic vulnerabilities and therapeutic responses in physiologically relevant contexts.
- Complementary use of these models facilitates precision oncology, target identification, and personalized treatment strategies.
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