Bayesian statistics;
Dose-escalation;
Adaptive designs;
Maximum tolerated dose;
Phase I trials;
Coherence;
62C10;
92C50;
97K80;
D O I:
暂无
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摘要:
A desirable property of any dose-escalation strategy for phase I oncology trials is coherence: if the previous patient experienced a toxicity, a higher dose is not recommended for the next patient; similarly, if the previous patient did not experience a toxicity, a lower dose is not recommended for the next patient. The escalation with overdose control (EWOC) approach is a model-based design that has been applied in practice, under which the dose assigned to the next patient is the one that, given all available data, has a posterior probability of exceeding the maximum tolerated dose equal to a pre-specified value known as the feasibility bound. Several methodological and applied publications have considered the EWOC approach with both feasibility bounds fixed and increasing throughout the trial. Whilst the EWOC approach with fixed feasibility bound has been proven to be coherent, some proposed methods of increasing the feasibility bound regardless of toxicity outcomes of patients can lead to incoherent dose-escalation. This paper formalises a proof that incoherent dose-escalation can occur if the feasibility bound is increased without consideration of preceding toxicity outcomes, and shows via simulation studies that only small increases in the feasibility bound are required for incoherent dose-escalations to occur.
机构:
Erasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, NetherlandsErasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, Netherlands
Hamberg, Paul
Ratain, Mark J.
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机构:
Univ Chicago, Dept Med, Chicago, IL 60637 USAErasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, Netherlands
Ratain, Mark J.
Lesaffre, Emmanuel
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机构:
Erasmus Univ, Med Ctr, Dept Biostat, NL-3008 AE Rotterdam, Netherlands
Catholic Univ Louvain, UZ St Rafael, B-3000 Louvain, BelgiumErasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, Netherlands
Lesaffre, Emmanuel
Verweij, Jaap
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机构:
Erasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, NetherlandsErasmus Univ, Med Ctr, Daniel den Hoed Canc Ctr, Dept Med Oncol, NL-3008 AE Rotterdam, Netherlands
机构:
Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
Shi, Yun
Yin, Guosheng
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机构:
Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USAUniv Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Hong Kong, Peoples R China
机构:
Samuel Oschin Comprehens Canc Inst, Biostat & Bioinformat Res Ctr, Los Angeles, CA 90048 USASamuel Oschin Comprehens Canc Inst, Biostat & Bioinformat Res Ctr, Los Angeles, CA 90048 USA
Tighiouart, Mourad
Liu, Yuan
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机构:
Emory Univ, Winship Canc Inst, Atlanta, GA 30322 USASamuel Oschin Comprehens Canc Inst, Biostat & Bioinformat Res Ctr, Los Angeles, CA 90048 USA
Liu, Yuan
Rogatko, Andre
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机构:
Samuel Oschin Comprehens Canc Inst, Biostat & Bioinformat Res Ctr, Los Angeles, CA 90048 USASamuel Oschin Comprehens Canc Inst, Biostat & Bioinformat Res Ctr, Los Angeles, CA 90048 USA