TY - JOUR KW - Abuse-Deterrent Formulations/statistics & numerical data KW - Analgesics, Opioid/therapeutic use KW - Data Interpretation, Statistical KW - Humans KW - Opioid-Related Disorders/drug therapy KW - abuse-deterrent formulation KW - clinical abuse potential study KW - closed testing procedure KW - gatekeeping testing procedure KW - opioid product AU - L. Chen A1 - AB - The FDA Guidance for Industry: Abuse-Deterrent Opioids-Evaluation and Labeling was published in April 2015. Since then questions have been raised regarding how to determine the relative abuse-deterrent (AD) effect of an AD formulation (a test product) compared to an immidiate release (IR) or NonAD extended release (ER) formulation of the same opioid (a positive control) and how to define a responder for responder analysis in clinical abuse potential studies. These questions are reasonable and important for the assessment of AD effect of an AD formulation. This article discusses the principles of the statistical assessment in this area and gives details on how to calculate sample size for the primary comparison in the study and how to perform the statistical analyses. In addition, the article also discusses the reason why the non-inferiority test is not proper for the comparison between a test product and an approved AD version of the same opioid product. Finally, a gatekeeping testing procedure is proposed for this comparison with an example. AD - Division of Biometrics VI, Office of Biostatistics, Office of Translational Science, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, USA. BT - Therapeutic innovation & regulatory science C5 - Opioids & Substance Use CP - 1 CY - United States DO - 10.1177/2168479017710062 IS - 1 JF - Therapeutic innovation & regulatory science M1 - Journal Article N2 - The FDA Guidance for Industry: Abuse-Deterrent Opioids-Evaluation and Labeling was published in April 2015. Since then questions have been raised regarding how to determine the relative abuse-deterrent (AD) effect of an AD formulation (a test product) compared to an immidiate release (IR) or NonAD extended release (ER) formulation of the same opioid (a positive control) and how to define a responder for responder analysis in clinical abuse potential studies. These questions are reasonable and important for the assessment of AD effect of an AD formulation. This article discusses the principles of the statistical assessment in this area and gives details on how to calculate sample size for the primary comparison in the study and how to perform the statistical analyses. In addition, the article also discusses the reason why the non-inferiority test is not proper for the comparison between a test product and an approved AD version of the same opioid product. Finally, a gatekeeping testing procedure is proposed for this comparison with an example. PP - United States PY - 2018 SN - 2168-4804; 2168-4790 SP - 7 EP - 13 EP - T1 - Principles and Methods of Statistical Assessment of Abuse-Deterrent Opioids T2 - Therapeutic innovation & regulatory science TI - Principles and Methods of Statistical Assessment of Abuse-Deterrent Opioids U1 - Opioids & Substance Use U2 - 29714622 U3 - 10.1177/2168479017710062 VL - 52 VO - 2168-4804; 2168-4790 Y1 - 2018 Y2 - Jan ER -