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What Did Time Tell Us? A Comparison and Retrospective Validation of Different Survival Extrapolation Methods for Immuno-Oncologic Therapy in Advanced or Metastatic Renal Cell Carcinoma.

Sven L KlijnElisabeth FenwickSonja KroepKasper JohannesenBill MalcolmMurat KurtChristopher KiffJohn Borrill
Published in: PharmacoEconomics (2021)
This aRCC case study identified marked differences in the predictive accuracy of survival extrapolation methods for nivolumab but less so for everolimus. The dependent log-logistic model did not suffer from overfitting to early DBLs to the same extent as more complex methods. Methods that provide more degrees of freedom may accurately represent survival for IO therapy, particularly if data are more mature or external data are available to inform the long-term extrapolations.
Keyphrases
  • metastatic renal cell carcinoma
  • electronic health record
  • free survival
  • big data
  • stem cells
  • mesenchymal stem cells
  • cell therapy
  • radical prostatectomy
  • bone marrow
  • data analysis