1. Analysis of peginterferon β-1a exposure and Gd-enhanced lesion or T2 lesion response in relapsing-remitting multiple sclerosis patients
- Author
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Jie Zhang, Ivan Nestorov, Aaron Deykin, Xiao Hu, Shifang Liu, and Yaming Hang
- Subjects
medicine.medical_specialty ,Pathology ,Injections, Subcutaneous ,Population ,Contrast Media ,Phases of clinical research ,Gadolinium ,Placebo ,Models, Biological ,Peginterferon β-1a ,030226 pharmacology & pharmacy ,Gastroenterology ,Drug Administration Schedule ,Polyethylene Glycols ,Multiple sclerosis ,Lesion ,03 medical and health sciences ,Multiple Sclerosis, Relapsing-Remitting ,0302 clinical medicine ,Adjuvants, Immunologic ,Pharmacokinetics ,Recurrence ,Internal medicine ,Humans ,Medicine ,Population pharmacokinetics ,education ,Mixture model ,Pharmacology ,Original Paper ,education.field_of_study ,business.industry ,Half-life ,Interferon-beta ,Image Enhancement ,medicine.disease ,Magnetic Resonance Imaging ,Exposure–response ,Regimen ,Treatment Outcome ,Area Under Curve ,medicine.symptom ,business ,Longitudinal count data ,030217 neurology & neurosurgery ,Half-Life - Abstract
The effect of subcutaneous (SC) peginterferon β-1a exposure on reduction of gadolinium-enhanced (Gd+) lesion count over time was evaluated in patients with relapsing-remitting multiple sclerosis (RRMS) in a Phase 3 study (ADVANCE). Patients were randomized to receive SC injections of placebo (n = 500), 125 mcg every-2-weeks (n = 512), or 125 mcg every-4-weeks (n = 500) for 1 year, and then active treatment in the second year. Steady state 4-week AUC (AUCss) was derived for each individual based on sparse pharmacokinetic (PK) sample and a population PK model. Several longitudinal count models, including marginal, mixed effect, and mixture models, were compared to explore the relationship between AUCss and Gd+ lesion count (or T2 lesion count). A mixture model which divided subjects into two subpopulations by low and high baseline lesion activity was found to yield best goodness-of-fit for the data. In this model, the point estimate and 95 % CI for drug effect slope on log(λ) are −0.0256 (−0.0304, −0.0216) for Gd+ lesion and −0.0147 (−0.0170, −0.0124) for T2 lesion. This suggested that reduction of Gd+ lesion (or T2 lesion) count over time is significantly related to SC peginterferon β-1a exposure, and that the increased reduction lesion count with the every-2-week regimen versus the every-4-week regimen was driven by the higher exposure achieved in that treatment arm (mean Gd+ lesion count 0.2 and 0.7 at Year 2, respectively). The every-2-week regimen produced an exposure range that was close to the plateau range of the exposure–response curve, supporting its selection as the regulatory approved dosage. Electronic supplementary material The online version of this article (doi:10.1007/s10928-016-9477-x) contains supplementary material, which is available to authorized users.
- Published
- 2016
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