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Updated: Jul 14, 2026

Spheroid Assay to Measure TGF-β-induced Invasion
Published on: November 16, 2011
Macro- and micro-nutrient-based multiplex stress conditions modulate in vitro tumorigenesis and aggressive behavior
Sukanya Gayan1, Abhishek Teli1, Anish Nair1
1Institute of Bioinformatics & Biotechnology, Savitribai Phule Pune University, Pune, India.
Purpose:
The aggressive nature of a tumor is presumably its inherent one, but different environmental cues can manipulate it in many ways. In this context, the influence of metabolic stresses on tumor behavior needs to be analyzed to understand their far-reaching implications on tumor aggression and dormancy. This work investigates different facets of the tumor, such as tumorigenic capacity, tumor phenotype, and migration, under multiple metabolic stress conditions.
Methods:
Non-invasive and invasive multicellular spheroids (MTS) were created and subjected to multiple stress conditions, namely glucose, amino acid, and oxygen deprivation. Altered behavior of the MTS has been evaluated in the context of in vitro tumorigenesis, spheroid formation capacity, phenotype, mRNA profile, migration, and recruitment of mesenchymal stem cells.
Results:
The metabolic stress conditions were observed to negatively impact the in vitro tumorigenesis and spheroid formation process of invasive and non-invasive breast cancer cells. While the stress seemingly influences the growth and phenotype of spheroids, it does not alter the organization of sub-cellular entities significantly. Metabolic stress conditions impact the transcriptomic landscape of hypoxic, angiogenic, ECM deformation, glycolysis shift, and protein starvation-related gene clusters. MTSs do not adhere or migrate under stress, but they exhibit different modalities of migration when rescued. Invasive spheroids, after the rescue, exhibit increased aggressiveness. Furthermore, stressed spheroid was observed to control the migration and recruitment of mesenchymal stem cells.
Conclusion:
Multiplex metabolic stresses could control the tumorigenesis while influencing the physiology of invasive and non-invasive breast cancer spheroids along with their migration pattern and tumor-stromal crosstalk.
Supplementary Information:
The online version contains supplementary material available at 10.1007/s44164-021-00006-5.
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