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扩展多变量模型以辅助长效卡替拉韦+利匹韦林治疗的患者选择:与病毒学失败相关的患者、药物浓度和病毒因素组合的临床效用。

Expanded Multivariable Models to Assist Patient Selection for Long-Acting Cabotegravir + Rilpivirine Treatment: Clinical Utility of a Combination of Patient, Drug Concentration, and Viral Factors Associated With Virologic Failure.

机构信息

SHARE Collaborative, Department of Immunobiology, Queen Mary University of London, London, United Kingdom.

National Hemophilia Center, Sheba Medical Center, Ramat Gan, Israel.

出版信息

Clin Infect Dis. 2023 Nov 17;77(10):1423-1431. doi: 10.1093/cid/ciad370.

DOI:10.1093/cid/ciad370
PMID:37340869
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10654860/
Abstract

BACKGROUND

Previously reported post hoc multivariable analyses exploring predictors of confirmed virologic failure (CVF) with cabotegravir + rilpivirine long-acting (CAB + RPV LA) were expanded to include data beyond week 48, additional covariates, and additional participants.

METHODS

Pooled data from 1651 participants were used to explore dosing regimen (every 4 or every 8 weeks), demographic, viral, and pharmacokinetic covariates as potential predictors of CVF. Prior dosing regimen experience was accounted for using 2 populations. Two models were conducted in each population-baseline factor analyses exploring factors known at baseline and multivariable analyses exploring baseline factors plus postbaseline model-predicted CAB/RPV trough concentrations (4 and 44 weeks postinjection). Retained factors were evaluated to understand their contribution to CVF (alone or in combination).

RESULTS

Overall, 1.4% (n = 23/1651) of participants had CVF through 152 weeks. The presence of RPV resistance-associated mutations, human immunodeficiency virus-1 subtype A6/A1, and body mass index ≥30 kg/m2 were associated with an increased risk of CVF (P < .05 adjusted incidence rate ratio), with participants with ≥2 of these baseline factors having a higher risk of CVF. Lower model-predicted CAB/RPV troughs were additional factors retained for multivariable analyses.

CONCLUSIONS

The presence of ≥2 baseline factors (RPV resistance-associated mutations, A6/A1 subtype, and/or body mass index ≥30 kg/m2) was associated with increased CVF risk, consistent with prior analyses. Inclusion of initial model-predicted CAB/RPV trough concentrations (≤first quartile) did not improve the prediction of CVF beyond the presence of a combination of ≥2 baseline factors, reinforcing the clinical utility of the baseline factors in the appropriate use of CAB + RPV LA.

摘要

背景

此前报道的事后多变量分析探索了卡替拉韦/利匹韦林长效(CAB/RPV LA)治疗中确认病毒学失败(CVF)的预测因素,这些分析扩展到包括第 48 周以后的数据、其他协变量和更多参与者。

方法

使用来自 1651 名参与者的汇总数据,探索了剂量方案(每 4 周或每 8 周)、人口统计学、病毒学和药代动力学协变量作为 CVF 的潜在预测因素。既往剂量方案经验使用 2 个人群来考虑。在每个人群中进行了 2 种模型——基于基线的因素分析,探索了基线时已知的因素,以及多变量分析,探索了基线因素加注射后 4 和 44 周时预测的 CAB/RPV 谷浓度。保留的因素进行了评估,以了解它们对 CVF 的贡献(单独或组合)。

结果

总体而言,1651 名参与者中有 1.4%(n=23)在 152 周时发生 CVF。存在 RPV 耐药相关突变、人类免疫缺陷病毒-1 亚型 A6/A1 和体重指数≥30 kg/m2 与 CVF 风险增加相关(P<0.05 调整后的发生率比),具有≥2 个这些基线因素的参与者 CVF 风险更高。较低的预测模型 CAB/RPV 谷浓度是多变量分析中保留的其他因素。

结论

≥2 个基线因素(RPV 耐药相关突变、A6/A1 亚型和/或体重指数≥30 kg/m2)的存在与 CVF 风险增加相关,与之前的分析一致。纳入初始预测模型 CAB/RPV 谷浓度(≤第一四分位数)并不能提高 CVF 的预测效果,除了≥2 个基线因素的组合外,这强化了基线因素在 CAB/RPV LA 正确使用中的临床实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8862/10654860/b22ecbce0b9c/ciad370f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8862/10654860/1dcbd2a583f9/ciad370f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8862/10654860/b22ecbce0b9c/ciad370f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8862/10654860/1dcbd2a583f9/ciad370f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8862/10654860/b22ecbce0b9c/ciad370f2.jpg

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