Count outcomes are collected in clinical trials for new drug development in several therapeutic areas and the event rate is commonly used as a single primary endpoint. Count outcomes that are greater than the mean value are termed overdispersion; thus, count outcomes are assumed to have a negative binomial distribution. However, in clinical trials for treating asthma and chronic obstructive pulmonary disease (COPD), a regulatory agency has suggested that a continuous endpoint related to lung function must be evaluated as a primary endpoint in addition to the event rate. The two co-primary endpoints that need to be evaluated include overdispersed count and continuous outcomes. Some researchers have proposed sample size calculation methods in the context of co-primary endpoints for various outcome types. However, methodologies for sample size calculation in trials with two co-primary endpoints, including overdispersed count and continuous outcomes, required when planning clinical trials for treating asthma and COPD, remain to be proposed. In this study, we aimed to develop a hypothesis-testing method and a corresponding sample size calculation method with two co-primary endpoints including overdispersed count and continuous outcomes. In a simulation, we demonstrated that the proposed sample size calculation method has adequate power accuracy. In addition, we illustrated an application of the proposed sample size calculation method to a placebo-controlled Phase 3 trial for patients with COPD.
机构:
Osaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Natl Cerebral & Cardiovasc Ctr, Res & Dev Initiat Ctr, Off Biostat & Data Management, Suita, Osaka 5658565, JapanOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Asakura, Koko
Hamasaki, Toshimitsu
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Osaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Natl Cerebral & Cardiovasc Ctr, Res & Dev Initiat Ctr, Off Biostat & Data Management, Suita, Osaka 5658565, JapanOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Hamasaki, Toshimitsu
Sugimoto, Tomoyuki
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Hirosaki Univ, Grad Sch Sci & Technol, Dept Math Sci, Aomori, JapanOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Sugimoto, Tomoyuki
Hayashi, Kenichi
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Osaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, JapanOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Hayashi, Kenichi
Evans, Scott R.
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Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
Harvard Univ, Sch Publ Hlth, Ctr Biostat AIDS Res, Boston, MA 02115 USAOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan
Evans, Scott R.
Sozu, Takashi
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Kyoto Univ, Sch Publ Hlth, Dept Biostat, Kyoto, JapanOsaka Univ, Grad Sch Med, Dept Biomed Stat, Osaka, Japan