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Making drugs from T cells: The quantitative pharmacology of engineered T cell therapeutics.

Daniel C KirouacCole ZmurchokDenise Morris
Published in: NPJ systems biology and applications (2024)
Engineered T cells have emerged as highly effective treatments for hematological cancers. Hundreds of clinical programs are underway in efforts to expand the efficacy, safety, and applications of this immuno-therapeutic modality. A primary challenge in developing these "living drugs" is the complexity of their pharmacology, as the drug product proliferates, differentiates, traffics between tissues, and evolves through interactions with patient immune systems. Using publicly available clinical data from Chimeric Antigen Receptor (CAR) T cells, we demonstrate how mathematical models can be used to quantify the relationships between product characteristics, patient physiology, pharmacokinetics and clinical outcomes. As scientists work to develop next-generation cell therapy products, mathematical models will be integral for contextualizing data and facilitating the translation of product designs to clinical strategy.
Keyphrases
  • cell therapy
  • big data
  • stem cells
  • small molecule
  • emergency department
  • mesenchymal stem cells
  • high resolution
  • machine learning
  • artificial intelligence
  • young adults
  • mass spectrometry