Pharmacometric Analysis of the Relationship Between Absolute Lymphocyte Count and Expanded Disability Status Scale and Relapse Rate, Efficacy End Points, in Multiple Sclerosis Trials

扩大残疾状况量表 克拉屈滨 医学 多发性硬化 内科学 安慰剂 非金属 逻辑回归 免疫学 药代动力学 病理 替代医学
作者
A. Novakovic,Anders Thorsted,Emilie Schindler,Siv Jönsson,Alain Munafo,Mats O. Karlsson
出处
期刊:The Journal of Clinical Pharmacology [Wiley]
卷期号:58 (10): 1284-1294 被引量:9
标识
DOI:10.1002/jcph.1136
摘要

Abstract The aim of this work was to assess the relationship between the absolute lymphocyte count (ALC), and disability (as measured by the Expanded Disability Status Scale [EDSS]) and occurrence of relapses, 2 efficacy endpoints, respectively, in patients with remitting‐relasping multiple sclerosis. Data for ALC, EDSS, and relapse rate were available from 1319 patients receiving placebo and/or cladribine tablets. Pharmacodynamic models were developed to characterize the time course of the endpoints. ALC‐related measures were then evaluated as predictors of the efficacy endpoints. EDSS data were best fitted by a model where the logit‐linear disease progression is affected by the dynamics of ALC change from baseline. Relapse rate data were best described by the Weibull hazard function, and the ALC change from baseline was also found to be a significant predictor of time to relapse. Presented models have shown that once cladribine exposure driven ALC‐derived measures are included in the model, the need for drug effect components is of less importance (EDSS) or disappears (relapse rate). This simplifies the models and theoretically makes them mechanism specific rather than drug specific. Having a reliable mechanism‐specific model would allow leveraging historical data across compounds, to support decision making in drug development and possibly shorten the time to market.
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