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中国临床药理学与治疗学 ›› 2021, Vol. 26 ›› Issue (2): 174-181.doi: 10.12092/j.issn.1009-2501.2021.02.008

• 定量药理学 • 上一篇    下一篇

贝利木单抗治疗系统性红斑狼疮的模型化疗效评价

张凌霄,李婷,许羚,李禄金,郑青山   

  1. 上海中医药大学药物临床研究中心,上海 201203
  • 收稿日期:2020-11-23 修回日期:2020-12-04 出版日期:2021-02-26 发布日期:2021-03-04
  • 通讯作者: 郑青山,男,博士,教授,主要研究方向:定量药理学。 Tel: 13817078595 E-mail: qingshan.zheng@drugchina.net
  • 作者简介:张凌霄,女,硕士,主要研究方向:模型化分析与模拟工作。 Tel: 16621321728 E-mail: lingxiao.zhang@drugchina.net

Model based efficacy evaluation of belimumab in patients with systemic lupus erythematosus

ZHANG Lingxiao, LI Ting, XU Ling, LI Lujin, ZHENG Qingshan   

  1. Center for Drug Clinical Research, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
  • Received:2020-11-23 Revised:2020-12-04 Online:2021-02-26 Published:2021-03-04

摘要: 目的:贝利木单抗是一种完全人源化IgGl-X单克隆抗体,可特异性结合可溶性B细胞刺激因子(BLyS),阻止BLyS与B细胞结合,促进B细胞凋亡,是FDA批准的第一个治疗系统性红斑狼疮(SLE)的新药。本研究基于该药物的全球临床文献数据,通过建模分析,评价贝利木单抗治疗SLE效应,定量表达其药效特征,并探索其潜在影响因素,从而建立贝利木单抗治疗SLE的疗效尺度,为治疗SLE的药物开发提供参照。方法:在Pubmed数据库中进行文献检索,纳入贝利木单抗治疗SLE的临床试验研究,提取受试者基线期人口学特征、用药剂量、给药方式、疗效和安全性等信息,建立分析数据库,再构建药效学模型,评价本药的药效特征。采用多种模型评价方法评价模型的稳健性。结果:最终有5篇含疗效文献纳入,涉及11个剂量组(N=3 493)纳入模型构建;协变量筛选显示,种族(亚洲人群或非亚洲人群)、年龄、病程、Anti-dsDNA阳性对贝利木单抗治疗SLE的疗效无显著影响,最终未发现对模型参数有显著性影响的因素。模型评价显示本研究建立的模型能较好地描述贝利木单抗治疗SLE的量效关系。最终模型提示,疗效指标SRI应答率在第52周已接近峰值(约达峰值水平99%)。安慰剂组、贝利木单抗1 mg/kg静注、10 mg/kg静注和200 mg皮下注射在第52周的SRI 应答率分别为46.1%、52.9%、57.9%和60.9%。扣除安慰剂效应后,贝利木单抗1 mg/kg静注、10 mg/kg静注和200 mg皮下注射在第52周的SRI 应答率(药物纯效应)分别为6.8%、11.8%和14.8%。结论:贝利木单抗治疗SLE患者的疗效(SRI 反应率)在第52周已接近峰值。贝利木单抗1 mg/kg静注、10 mg/kg静注和200 mg皮下注射在第52周的SRI 应答率分别为52.9%、57.9%和60.9%。

关键词: 贝利木单抗, 系统性红斑狼疮, 模型化临床评价

Abstract: AIM: Belimumab is a fully humanized IgGl-X monoclonal antibody, which can specifically bind to soluble B cell stimulating factor (BLyS) preventing BLyS from binding to B cells to promote B cell apoptosis. It is the first drug approved by the FDA for the treatment of systemic lupus erythematosus (SLE). Based on data from global clinical literature of the drug, this study evaluated the effect of belimumab in the treatment of SLE through modeling analysis, quantitatively expressed its pharmacodynamic characteristics, and explored its potential influencing factors to establish the efficacy of belimumab in the treatment of SLE, which could provide a reference for the development of drugs for the treatment of SLE.  METHODS: Literature retrieval was conducted in Pubmed database. The clinical studies of belimumab in the treatment of SLE were included. Data, including the demography and baseline characteristics, dosage, administration methods, efficacy and safety of belimumab, was extracted to establish an analysis sets. Then a pharmacodynamic model was developed to evaluate the pharmacodynamic characteristics of the drug. The robustness of the model was evaluated via a variety of model evaluation methods. RESULTS: A total of 5 articles containing efficacy data were included in this analysis, involving 11 dosage groups (3 493 subjects). The results of covariate screening showed that race (Asian population or non-Asian population), age, course of disease, positive anti-dsDNA had no significant effect on the therapeutic effect of belimumab in SLE and there were no factors that had significant influence on model parameters. Model evaluation showed that the model established in this study can better describe the dose-effect relationship of belimumab in the treatment of SLE. The final model indicated that the response rate of the efficacy index SRI was close to the peak (approximately 99% of the peak level) at the 52nd week. The SRI response rates of placebo, belimumab 1 mg/kg intravenous injection, 10 mg/kg intravenous injection, and 200 mg subcutaneous injection were 46.1%, 52.9%, 57.9%, and 60.9%, respectively. After deducting the placebo effect, the SRI response rates (drug pure effect) of belimumab 1 mg/kg intravenously, 10 mg/kg intravenously, and 200 mg subcutaneously at 52 weeks were 6.8%, 11.8%, and 14.8%, respectively. CONCLUSION: The efficacy (SRI response rate) of belimumab in the treatment of SLE patients was close to its peak in the 52nd week. The SRI response rates of belimumab 1 mg/kg intravenously, 10 mg/kg intravenously, and 200 mg subcutaneously in the 52nd week were 52.9%, 57.9%, and 60.9%, respectively.

Key words: belimumab, systemic lupus erythematosus, model based clinical evaluation

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