Population model‐based analysis of the memory B‐cell response following belimumab therapy in the treatment of systemic lupus erythematosus

Author:

Dimelow Richard1ORCID,Gillespie William R.2ORCID,van Maurik Andre3ORCID

Affiliation:

1. GSK, Clinical Pharmacology Modelling and Simulation Stevenage UK

2. Metrum Research Group Tariffville Connecticut USA

3. GSK, Clinical Pharmacology and Experimental Medicine Stevenage UK

Abstract

AbstractSystemic lupus erythematosus (SLE) is an autoimmune disease characterized by B‐cell hyperactivity and breach of tolerance. Autoreactive memory B cells, which have a decreased activation threshold and the ability to survive in absence of antigen, are believed to contribute to chronicity in autoimmune diseases like SLE. Belimumab, the first approved biological treatment of active SLE and lupus nephritis, reduces B cells dependent on B‐lymphocyte stimulator protein (BLyS) for survival, whereas memory B cells are spared; several studies reported circulating memory B‐cell concentrations increase following BLyS neutralization. This analysis investigated the effect of dose, demographics, and disease status on memory B‐cell response after starting belimumab treatment. Population pharmacodynamic models were fitted to a pooled dataset from seven belimumab SLE trials. The optimal model was selected using maximum likelihood methods and was then refit to the data using Bayesian analysis and used to simulate memory B‐cell response by belimumab dose and covariate subgroups. At the belimumab approved doses (10 mg/kg intravenously every 4 weeks, 200 mg subcutaneously every week), circulatory memory B cells increase in the first 4–8 weeks after belimumab initiation, typically returning to baseline levels over 76 weeks. The model analysis suggested belimumab stimulates memory B‐cell transition from lymphoid and/or inflamed tissues into the circulation, rather than inhibiting trafficking in the reverse direction. Baseline BLyS and anti–double‐stranded deoxyribonucleic acid antibody concentrations were statistically identifiable covariates of memory B‐cell response, although their impact on predicting size and response duration was small.

Publisher

Wiley

Subject

Pharmacology (medical),Modeling and Simulation

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3