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Updated: Apr 19, 2026

Generation of Heterogeneous Drug Gradients Across Cancer Populations on a Microfluidic Evolution Accelerator for Real-Time Observation
Published on: September 19, 2019
Cancer ecosystems: A dynamic interplay across scales.
Daniela F Quail1, Johanna A Joyce2
1Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, QC, Canada; Department of Medicine, Division of Experimental Medicine, McGill University, Montreal, QC, Canada; Department of Physiology, McGill University, Montreal, QC, Canada.
Cancer progresses within complex ecosystems. This study proposes a multi-scale framework to reprogram tumor-sustaining networks, integrating organismal physiology for durable cancer therapy.
Area of Science:
- Oncology
- Systems Biology
- Cancer Research
Background:
- Tumors exist in complex, adaptive ecosystems influenced by local and systemic factors.
- Cancer progression depends on interactions within the tumor microenvironment and the host macroenvironment.
- Current therapies often focus on eliminating malignant cells, neglecting the broader biological context.
Purpose of the Study:
- To propose a multi-scale framework uniting tumor biology and organismal physiology.
- To reframe cancer therapy from cell elimination to network reprogramming.
- To highlight emerging approaches for restoring physiological equilibrium in cancer treatment.
Main Methods:
- Multi-scale framework integrating tumor biology and organismal physiology.
- Review of emerging therapeutic approaches.
- Focus on spatial multi-omics and AI-driven pathology.
- Exploration of immune-vascular normalization and physiological conditioning.
Main Results:
- A framework that views cancer therapy as reprogramming of disease-sustaining networks.
- Identification of novel strategies to restore physiological balance.
- Integration of local tumor biology with systemic host factors for therapeutic design.
Conclusions:
- An integrative vision for precision oncology is presented.
- Bridging discovery and intervention is key to achieving durable cancer therapy.
- Reprogramming cellular, vascular, and systemic networks offers a path toward curative cancer treatment.
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