~/talk

Hindering Evolution in Prostate Cancer

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A hybrid agent-based + PDE model recreates trabecular bone homeostasis and prostate cancer bone metastases on roughly a 500×200 grid with ~20 μm cell sites, using literature and collaborator experiments for flowchart rules and chemical fields. The simulation reproduces mouse pathology and cell-type oscillations, shows that small stochastic founder populations often fail or succeed unpredictably, finds bisphosphonates largely ineffective while anti-RANKL works only with unrealistically complete delivery, and identifies TGF-β inhibition as a promising target under tumor heterogeneity constraints.

AI-written summary · about

  1. 0:00Introduction
  2. 1:13Background
  3. 2:01Selection
  4. 4:52Computer Scientist
  5. 7:31Bone Biology
  6. 30:24Heterogeneity
  7. 32:08Predicting Clinical Outcomes
  8. 33:32Engineering the Tumor
  9. 33:56Cancer Research
  10. 34:49Complexity
  11. 40:54Model Selection
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