Scientific Reports (Feb 2024)

A new function for drug combination dose finding trials

  • Jiacheng Xiao,
  • Weijia Zhang

DOI
https://doi.org/10.1038/s41598-024-53155-4
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 8

Abstract

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Abstract Combination drugs play an essential role in treating cancers. The challenging part of the combination drugs are to specify the dose-toxicity ordering, which means the sequences of dose escalation and de-escalation in process of dose findings should be pre-determined. In the paper, we extend a novel function of the continual reassessment method based on the combination of the normal distribution for drug-combination dose-finding trials and systematically evaluate its performance using a template of four performance measures EARS (Efficiency, Accuracy, Reliability, Selection). Dose escalation and deescalation rules are based on the nearest neighborhood continual reassessment method for a combination drug, and we specify all possible dose-toxicity orderings in the trial. Simulation demonstrates that the new design is efficient, accurate and reasonably reliable.