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用于治疗狼疮性肾炎的生物制剂:一项贝叶斯网络Meta回归分析

Biologicals for the treatment of lupus nephritis: a Bayesian network meta-regression analysis.

作者信息

Liu Xi, Chen Xiaoli, Yang Chengyin, Li Ruixue, Chen Xi, Li Qiaoli

机构信息

Nephrology Department, The People's Hospital of Yubei District of Chongqing, Chongqing, China.

Zhejiang University, Department of Epidemiology and Statistics, School of Public Health, Medical College, Hangzhou, Zhejiang, China.

出版信息

Front Immunol. 2024 Aug 30;15:1445814. doi: 10.3389/fimmu.2024.1445814. eCollection 2024.

Abstract

BACKGROUND

Previous studies comparing the efficacy and safety of different treatment regimens for lupus nephritis are scarce. Moreover, confounding factors such as the duration of follow-up were hardly adjusted in those studies, potentially compromising the results and their extents to clinical settings.

OBJECTIVE

To rigorously investigate the efficacy and safety of biologics in patients with lupus nephritis using Bayesian network meta-regression analyses that adjust for the follow-up period, in order to provide more robust evidence for clinicians.

METHODS

Databases comprising PubMed, Embase, MedlinePlus, Cochrane Library, Google Scholars, and Scopus were retrieved for eligible articles from inception to February 29, 2024. The primary endpoint was the complete response rate, the secondary endpoint was the partial response rate, the tertiary endpoints were the adverse events, and infection-related adverse events. Napierian Logarithm of hazard ratio (lnHR) and the standard error of lnHR (selnHR) were generated for dichotomous variants by STATA 18.0 MP and then put into Rstudio 4.3.2 to conduct Bayesian network meta-analysis as well as network meta-regression analysis to yield hazard ratio (HR) as pairwise effect size.

RESULTS

Ten studies involving 2138 patients and 11 treatment regimens were ultimately included. In the original analysis, for the primary endpoint, compared to the control group, obinutuzumab (22.6 months), abatacept-30mg (20.5 months), abatacept-10mg (17.8 months), and belimumab (23.3 months) demonstrated significant superiority (HR ranged from 1.6 to 2.5), more ever, their significance regarding relative efficacy was correlated with follow up period, namely "time window" (shown in parentheses above). For the secondary endpoint, compared to the control group, obinutuzumab and abatacept-30mg showed conspicuous preponderance (HR ranged from 1.6 to 2.4), "time window" was also detected in abatacept-30mg (20.5 months), whereas obinutuzumab remained consistently obviously effective regardless of the follow-up period (shown in parentheses above). For the tertiary endpoint, there were no differences among active regimens and control.

CONCLUSIONS

Considering the efficacy and safety and "time window" phenomenon, we recommend obinutuzumab as the preferred treatment for LN. Certainly, more rigorous head-to-head clinical trials are warranted to validate those findings.

摘要

背景

以往比较狼疮性肾炎不同治疗方案疗效和安全性的研究较少。此外,这些研究几乎未对随访时间等混杂因素进行调整,可能会影响研究结果及其在临床环境中的推广程度。

目的

使用贝叶斯网络meta回归分析,严格研究生物制剂对狼疮性肾炎患者的疗效和安全性,并对随访期进行调整,以便为临床医生提供更有力的证据。

方法

检索PubMed、Embase、MedlinePlus、Cochrane图书馆、谷歌学术和Scopus数据库,获取从数据库建立至2024年2月29日的符合条件的文章。主要终点为完全缓解率,次要终点为部分缓解率,三级终点为不良事件和感染相关不良事件。通过STATA 18.0 MP生成二分类变量的风险比自然对数(lnHR)及其标准误(selnHR),然后将其导入Rstudio 4.3.2进行贝叶斯网络meta分析以及网络meta回归分析,以得出风险比(HR)作为成对效应量。

结果

最终纳入了10项研究,涉及2138例患者和11种治疗方案。在原分析中,对于主要终点,与对照组相比,奥妥珠单抗(22.6个月)、阿巴西普30mg(20.5个月)、阿巴西普10mg(17.8个月)和贝利尤单抗(23.3个月)显示出显著优势(HR范围为1.6至2.5),此外,它们在相对疗效方面的显著性与随访期相关,即“时间窗”(如上文括号所示)。对于次要终点,与对照组相比,奥妥珠单抗和阿巴西普30mg显示出明显优势(HR范围为1.6至2.4),阿巴西普30mg(20.5个月)也存在“时间窗”,而奥妥珠单抗无论随访期如何均始终明显有效(如上文括号所示)。对于三级终点,活性治疗方案与对照组之间无差异。

结论

考虑到疗效、安全性及“时间窗”现象,我们推荐奥妥珠单抗作为狼疮性肾炎的首选治疗药物。当然,需要更严格的直接比较临床试验来验证这些发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a319/11392858/547c833edc63/fimmu-15-1445814-g001.jpg

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