Moving Beyond Boundaries: Utilization of Longitudinal Exposure-Response Model for Bounded Outcome Score to Inform
Yeamin Huh1, Jessica Wojciechowski2, Vivek S Purohit2
1Worldwide Development, Research and Medical, Pfizer Inc, 280 Shennecossett Rd, Groton, CT, 06340, USA. yeamin.huh@pfizer.com.
Model-informed drug development (MIDD) using continuous bounded outcome (CBO) modeling supported accelerated development of ritlecitinib for alopecia areata. Simulations indicated temporary treatment interruptions up to 6 weeks do not significantly impact efficacy.
Area of Science:
- Pharmacometrics
- Quantitative Pharmacology
- Drug Development Science
Background:
- Model-informed drug development (MIDD) accelerates therapy availability by contextualizing data and aiding decisions.
- This study exemplifies MIDD in the combined phase 2b and single pivotal trial for ritlecitinib, a JAK3/TEC family kinases inhibitor.
Purpose of the Study:
- To describe an example of MIDD application in drug development.
- To utilize longitudinal exposure-response (ER) modeling to assess ritlecitinib efficacy in alopecia areata patients.
Main Methods:
- Longitudinal exposure-response (ER) modeling was employed to characterize ritlecitinib's efficacy.
- The Severity of Alopecia Tool (SALT) score, a continuous bounded outcome (CBO), served as the primary efficacy endpoint.
- Average drug concentration within inter-SALT score intervals was the exposure metric.
Main Results:
- The CBO model accurately depicted longitudinal SALT scores and boundary data frequency.
- Tested doses were in the ascending ER region, with a loading dose impacting onset but not long-term benefit.
- Disease severity was the sole identified covariate affecting efficacy.
- Model-based simulations suggested temporary treatment interruptions (≤ 6 weeks) minimally impact efficacy.
Conclusions:
- The CBO modeling approach and simulations supported a single pivotal trial strategy for ritlecitinib's accelerated development.
- This methodology is applicable to other indications using bounded efficacy scales.
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