1 Bristol-Myers Squibb, Plainsboro, New Jersey.
2 Optum, Eden Prairie, Minnesota.
J Manag Care Spec Pharm. 2017 Jul;23(7):725-734. doi: 10.18553/jmcp.2017.16403. Epub 2017 Jun 5.
Although switching of antiretroviral therapy (ART) is a valid approach for addressing treatment failure in patients with human immunodeficiency virus (HIV), ART changes among those who are well maintained on their current regimens may lead to the development of new side effects or resistance.
To examine the effect of first-line regimen switching on subsequent health care utilization and cost among stable HIV patients.
This was a retrospective claims data study of adult patients with HIV who initiated ART between 2007 and 2013 and had been treated with their initial regimens for at least 6 continuous months. Those with evidence of pregnancy or HIV-2 were excluded. Patients who underwent an ART change were assigned to a switcher cohort; a nonswitcher cohort was then generated by matching up to 20 nonswitchers for each switcher, with replacement. The index date was the date of the first ART change for switchers and was the claim date closest to the corresponding switcher's switch date for nonswitchers. Patient characteristics at baseline and post-index annualized health care utilization and costs were analyzed descriptively and with multivariable models. Analyses were performed in the full population and among patients designated as virologically stable (had undetectable viral ribonucleic acid [RNA] for 90 days pre-index) and virologically and clinically stable (had undetectable viral RNA and no apparent clinical reason for switching ART).
The study population consisted of 6,983 individuals, which included 927 switchers (168 virologically stable; 55 virologically+clinically stable), who were matched with replacement with 18,511 nonswitcher comparators. The switcher cohort was 88.8% male (mean age 43.8 years). Mean preindex and follow-up treatment durations for switchers and nonswitchers were 1.8 years and 1.5 years, respectively; demographic characteristics, pre-index treatment duration, and follow-up duration were similar between cohorts. Significantly more nonswitchers than switchers had a first-line efavirenz-based regimen (67.2% vs. 47.8%, P < 0.001). In the virologically stable subset, follow-up annualized health care utilization for switchers versus nonswitchers, respectively, was 14.8 versus 12.3 ambulatory visits (P < 0.05), 0.8 versus 0.9 emergency department visits (P = 0.652), and 0.05 versus 0.05 inpatient hospitalizations (P = 0.915). Follow-up annualized health care costs were $37,120 for switchers versus $31,771 for nonswitchers (P < 0.05), with the difference driven largely by pharmacy costs. Multivariable-adjusted follow-up annualized health care costs were 8.9% higher among switchers versus nonswitchers (P < 0.01), and switchers also had a shorter time to subsequent ART regimen change (P < 0.001). Results were similar for the virologically+clinically stable subset.
In this large, real-world population, stable patients with HIV who switched from their first-line ART regimens had significantly higher health care costs than those who did not change therapies, suggesting that ART regimen changes may be costly and should be undertaken only when clinically warranted.
This work was funded by Bristol-Myers Squibb (BMS), which participated in the design of the study, interpretation of the data, revision of the manuscript, and the decision to submit the manuscript for publication. Rosenblatt is an employee and stock owner of BMS; Villasis-Keever was an employee of BMS at the time this study was conducted and is currently an employee of Janssen. Buikema is an employee and stock owner of Optum, and Seare, Bengston, Johnson, and Cao are employees of Optum, which was contracted by BMS to conduct the study. Optum contracts with pharmaceutical companies, such as Janssen, Merck, EMD Serano, GlaxoSmithKline, and Gilead, to conduct research in HIV. Optum is also a subsidiary of a health plan that has interest in managing the health and associated costs of patients with HIV. Study concept and design were contributed by Rosenblatt and Buikema, along with the other authors. Cao and Johnson took the lead in data collection, along with Buikema, Seare, and Bengston. Data interpretation was performed by Buikema, Seare, Bengston, and Villasis-Keever. The manuscript was written by Buikema and Bengston, along with Rosenblatt, Seare, Johnson and Villasis-Keever, and revised by Rosenblatt, Villasis-Keever, and Johnson, along with the other authors.
尽管转换抗逆转录病毒疗法(ART)是解决人类免疫缺陷病毒(HIV)患者治疗失败的有效方法,但对于那些当前方案治疗效果良好的患者,改变 ART 方案可能会导致新的副作用或耐药性的出现。
研究稳定 HIV 患者一线方案转换对后续医疗保健利用和成本的影响。
这是一项回顾性的索赔数据分析研究,纳入了 2007 年至 2013 年间开始接受 ART 治疗且至少连续 6 个月接受初始方案治疗的成年 HIV 患者。排除了妊娠或 HIV-2 患者。将进行 ART 改变的患者分配到转换组中;然后通过匹配最多 20 名非转换者与每个转换者进行匹配,以进行替换。指数日期为转换者首次 ART 改变的日期,对于非转换者,指数日期为最接近转换者转换日期的索赔日期。分析了基线和索引后年度医疗保健利用和成本的患者特征,并使用多变量模型进行了分析。在全人群和指定为病毒学稳定(索引前 90 天病毒核糖核酸[RNA]不可检测)和病毒学和临床稳定(病毒 RNA 不可检测且无明显 ART 改变原因)的患者中进行了分析。
研究人群包括 6983 名患者,其中 927 名转换者(168 名病毒学稳定;55 名病毒学和临床稳定),与 18511 名非转换者匹配。转换者队列中 88.8%为男性(平均年龄 43.8 岁)。转换者和非转换者的平均预索引和随访治疗持续时间分别为 1.8 年和 1.5 年,队列之间的人口统计学特征、预索引治疗持续时间和随访持续时间相似。非转换者中采用一线依非韦伦为基础方案的比例明显高于转换者(67.2%比 47.8%,P<0.001)。在病毒学稳定亚组中,与非转换者相比,转换者的随访年度门诊就诊次数分别为 14.8 次与 12.3 次(P<0.05),急诊就诊次数分别为 0.8 次与 0.9 次(P=0.652),住院就诊次数分别为 0.05 次与 0.05 次(P=0.915)。转换者的随访年度医疗保健费用为 37120 美元,而非转换者为 31771 美元(P<0.05),差异主要由药房费用驱动。多变量调整后的随访年度医疗保健费用在转换者中比非转换者高 8.9%(P<0.01),并且转换者随后的 ART 方案改变时间也更短(P<0.001)。病毒学和临床稳定亚组的结果相似。
在这个大型真实世界人群中,从一线 ART 方案转换的稳定 HIV 患者的医疗保健费用明显高于未改变治疗方案的患者,这表明 ART 方案改变可能代价高昂,应仅在临床需要时进行。
这项工作由 Bristol-Myers Squibb(BMS)资助,BMS 参与了研究的设计、数据的解释、手稿的修订以及提交手稿供出版的决定。Rosenblatt 是 BMS 的员工和股东;Villasis-Keever 在进行这项研究时是 BMS 的员工,现在是 Janssen 的员工。Buikema 是 Optum 的员工和股东,Optum 是 BMS 委托进行这项研究的公司。Optum 与制药公司(如 Janssen、Merck、EMD Serano、GlaxoSmithKline 和 Gilead)签订合同,在 HIV 领域开展研究。Optum 也是一家健康计划的子公司,该计划对管理 HIV 患者的健康和相关成本有兴趣。研究的概念和设计由 Rosenblatt 和 Buikema 以及其他作者共同提出。Buikema 和 Johnson 与其他作者一起主导了数据收集,Seare 和 Bengston 与 Buikema 一起参与了数据解释。手稿由 Buikema 和 Bengston 与 Rosenblatt、Seare、Johnson 和 Villasis-Keever 共同撰写,并由 Rosenblatt、Villasis-Keever 和 Johnson 以及其他作者共同修订。