title: Designing exploratory cancer trials using change in tumour size as primary endpoint.
abstract: In phase III cancer clinical trials, overall survival is commonly used as the definitive endpoint. In phase II clinical trials, however, more immediate endpoints such as incidence of complete or partial response within 1 or 2 months or progression-free survival (PFS) are generally used. Because of the limited ability to detect change in overall survival with response, the inherent variability of PFS and the long wait for progression to be observed, more informative and immediate alternatives to overall survival are desirable in exploratory phase II trials. In this paper, we show how comparative trials can be designed and analysed using change in tumour size as the primary endpoint. The test developed is based on the framework of score statistics and will formally incorporate the information of whether patients survive until the time at which change in tumour size is assessed. Using an example in non-small cell lung cancer, we show that the sample size requirements for a trial based on change in tumour size are favourable compared with alternative randomized trials and demonstrate that these conclusions are robust to our assumptions.
authors.affiliation: Medical and Pharmaceutical Statistics Research Unit, Lancaster University, Lancaster, UK. jaki.thomas@gmail.com
authors.forename: Thomas
authors.initials: T
authors.lastname: Jaki
authors.forename: Valérie
authors.initials: V
authors.lastname: André
authors.forename: Ting-Li
authors.initials: TL
authors.lastname: Su
authors.forename: John
authors.initials: J
authors.lastname: Whitehead
mesh_terms: D056808:Biostatistics / Q000379:methods; D002289:Carcinoma, Non-Small-Cell Lung / Q000473:pathology / Q000628:therapy; D002986:Clinical Trials as Topic / Q000379:methods* / Q000706:statistics & numerical data; D017322:Clinical Trials, Phase II as Topic / Q000379:methods / Q000706:statistics & numerical data; D017326:Clinical Trials, Phase III as Topic / Q000379:methods / Q000706:statistics & numerical data; D016208:Databases, Factual; D023381:Endpoint Determination / Q000379:methods / Q000706:statistics & numerical data; D006801:Humans; D008175:Lung Neoplasms / Q000473:pathology / Q000628:therapy; D015233:Models, Statistical; D009369:Neoplasms / Q000473:pathology* / Q000628:therapy*; D016032:Randomized Controlled Trials as Topic / Q000379:methods / Q000706:statistics & numerical data; D018401:Sample Size