Literature DB >> 29746722

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

A M Novakovic1,2, A Thorsted1, E Schindler1, S Jönsson1, A Munafo3, M O Karlsson1.   

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.
© 2018, The American College of Clinical Pharmacology.

Entities:  

Keywords:  EDSS; lymphocytes; multiple sclerosis; pharmacometrics; relapses

Mesh:

Substances:

Year:  2018        PMID: 29746722     DOI: 10.1002/jcph.1136

Source DB:  PubMed          Journal:  J Clin Pharmacol        ISSN: 0091-2700            Impact factor:   3.126


  6 in total

Review 1.  Pharmacometrics: The Already-Present Future of Precision Pharmacology.

Authors:  Lorena Cera Bandeira; Leonardo Pinto; Cláudia Martins Carneiro
Journal:  Ther Innov Regul Sci       Date:  2022-08-18       Impact factor: 1.337

Review 2.  Expert opinion on the use of cladribine tablets in clinical practice.

Authors:  Per Soelberg Sørensen; Diego Centonze; Gavin Giovannoni; Xavier Montalban; Daniel Selchen; Patrick Vermersch; Heinz Wiendl; Bassem Yamout; Hashem Salloukh; Peter Rieckmann
Journal:  Ther Adv Neurol Disord       Date:  2020-06-24       Impact factor: 6.570

Review 3.  The Clinical Pharmacology of Cladribine Tablets for the Treatment of Relapsing Multiple Sclerosis.

Authors:  Robert Hermann; Mats O Karlsson; Ana M Novakovic; Nadia Terranova; Markus Fluck; Alain Munafo
Journal:  Clin Pharmacokinet       Date:  2019-03       Impact factor: 6.447

Review 4.  Model-informed assessment of ethnic sensitivity and dosage justification for Asian populations in the global clinical development and use of cladribine tablets.

Authors:  Alain Munafo; Nadia Terranova; Dandan Li; Ping Liu; Karthik Venkatakrishnan
Journal:  Clin Transl Sci       Date:  2021-10-26       Impact factor: 4.689

5.  Finding the right hazard function for time-to-event modeling: A tutorial and Shiny application.

Authors:  Rob C Van Wijk; Ulrika S H Simonsson
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2022-04-28

6.  Effects of Postponing Treatment in the Second Year of Cladribine Administration: Clinical Trial Simulation Analysis of Absolute Lymphocyte Counts and Relapse Rate in Patients with Relapsing-Remitting Multiple Sclerosis.

Authors:  Nadia Terranova; Christine Hicking; Fernando Dangond; Alain Munafo
Journal:  Clin Pharmacokinet       Date:  2019-03       Impact factor: 6.447

  6 in total

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