From Biology to Modeling

From Biology to Modeling

Oncology
October 8, 2025
2 min read
drug development phase
  1. Discovery
  2. Preclinical
  3. Clinical Ph1
  4. Clinical Ph2
  5. Clinical Ph3
Application
  1. Efficacy
  2. Balanced
  3. safety
Episode 3

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From Biology to Modeling

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At a glance: TCEs outside blood, key hurdles: target choice, immune access, and spatial activation

  • Reduced need for extensive animal testing
  • Earlier identification of potential drug candidates
  • More accurate prediction of drug efficacy and safety in humans
  • Optimization of dosing regimens
  • Better understanding of drug-drug interactions

Why TCEs struggle outside the blood

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References

  • Peterson, M.C., Riggs, M.M. (2010). Applications of quantitative systems pharmacology in model-informed drug development. Clinical Pharmacology & Therapeutics, 93(5), 426–435.
  • Zhang, L., Pfister, M., Meibohm, B. (2021). Concepts and challenges in quantitative pharmacology and model-based drug development. AAPS Journal, 23(2), 77.
  • Johnson, T.N., Rostami-Hodjegan, A. (2020). Physiologically based pharmacokinetic modeling in drug development and regulatory science.Clinical Pharmacology & Therapeutics, 107(1), 40–47.
  • Liu, A., Bassingthwaighte, J., Sorensen, A. (2020). Integrating artificial intelligence with QSP models: Current status and future directions. CPT: Pharmacometrics & Systems Pharmacology, 10(7), 654–666.

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