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Cancer in 4D: toward Spatiotemporal Hallmark Ecosystems
Mustafa Sibai1, Martin Zacharias2, Nicholas McGranahan3
1Josep Carreras Leukaemia Research Institute, Badalona, Spain; Barcelona Supercomputing Center (BSC), Barcelona, Spain.
Cancer evolution is better understood as dynamic Spatiotemporal Hallmark Ecosystems, not static traits. This new view explains treatment resistance and guides targeted therapies by considering the tumor microenvironment.
Area of Science:
- Oncology
- Cancer Biology
- Evolutionary Biology
Background:
- The established Hallmarks of Cancer framework describes tumor capabilities but lacks spatial and temporal context.
- A static view cannot explain variations in tumor progression, persistence of premalignant states, or emergent therapeutic resistance.
Purpose of the Study:
- To introduce Spatiotemporal Hallmark Ecosystems as a novel framework for understanding cancer evolution.
- To redefine the functional unit of selection in cancer from individual cells to ecosystems.
- To resolve paradoxes in cancer development and resistance by incorporating microenvironmental influences.
Main Methods:
- Conceptual framework development: Shifting focus from cellular phenotypes to ecosystem dynamics.
- Analysis of tumor progression and therapeutic resistance through an ecological lens.
- Integration of spatial and temporal dimensions into cancer hallmark analysis.
Main Results:
- Identified hallmarks as context-dependent phenotypes influenced by local tissue and microenvironment.
- Explained divergent mutation outcomes and persistent premalignant states via ecosystem dynamics.
- Characterized therapeutic resistance as a result of ecological buffering within tumor architecture.
Conclusions:
- Spatiotemporal Hallmark Ecosystems offer a more comprehensive understanding of cancer evolution.
- This framework provides a basis for developing predictive biomarkers and spatially-aware therapeutic strategies.
- Targeting the structural stability of the tumor ecosystem is a promising therapeutic avenue.
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