1 Pharmaceutical Outcomes Research and Policy Program, University of Washington, Seattle.
2 Institute for Clinical and Economic Review, Boston, Massachusetts.
J Manag Care Spec Pharm. 2018 Jan;24(1):29-38. doi: 10.18553/jmcp.2018.24.1.29.
New 3-drug regimens have been developed and approved to treat multiple myeloma (MM). The absence of direct comparative data and the high cost of treatment support the need to assess the relative clinical and economic outcomes across all approved regimens.
To evaluate the cost-effectiveness of treatments for relapsed and/or refractory MM from a U.S. health system perspective.
We developed a partition survival model with 3 health states (progression-free, progression, and death) to evaluate the following regimens: carfilzomib (CFZ), elotuzumab (ELO), ixazomib (IX), daratumumab (DAR), and panobinostat (PAN) in combination with lenalidomide (LEN) or bortezomib (BOR) plus dexamethasone (DEX) in the second and/or third line of therapy. To estimate relative treatment effects, we developed a network meta-analysis and applied progression-free survival hazard ratios to baseline parametric progression-free survival functions derived from pooled data on LEN+DEX. We estimated overall survival using data on the relationship between progression-free survival and overall survival from a large meta-analysis of MM patients. Modeled costs included those related to drug treatment, administration, monitoring, adverse events, and progression. Utilities were from publicly available data and manufacturer data, if published sources were unavailable.
Model results showed that regimens containing DAR yielded the highest expected life years (DAR range: 6.71-7.38 vs. non-DAR range: 3.25-5.27) and quality-adjusted life-years (QALY; DAR range: 4.38-5.44 vs. non-DAR range: 2.04-3.46), with DAR+BOR+DEX (second line) and PAN+BOR+DEX (third line) as the most cost-effective options (incremental cost-effectiveness ratio: $50,700 and cost saving, respectively). The applicability of the PAN+BOR+DEX result may be challenging, however, because of ongoing toxicity concerns. In the probabilistic sensitivity analysis, second-line DAR+BOR+DEX and third-line PAN+BOR+DEX had an 89% and 87% probability of being cost-effective at the $150,000 per QALY threshold, respectively.
The introduction of newer drugs and regimens to treat second- and third-line relapsed/refractory MM appears to provide clinical benefits by lengthening progression-free and overall survival and improving quality of life. However, only the addition of DAR or PAN may be considered cost-effective options according to commonly cited thresholds, and PAN+BOR+DEX results require cautious interpretation. Achieving levels of value more closely aligned with patient benefit would require substantial discounts from the remaining agents evaluated.
Funding for this work was provided in part by the Institute for Clinical and Economic Review, which collaborated on the design, conduct, and reporting of this evaluation. During the conduct of this study, Ollendorf, Synnott, Chapman, and Pearson report grants from Blue Shield of California Foundation, California Health Care Foundation, and Laura and John Arnold Foundation and also report other grants from Aetna, AHIP, Anthem, Blue Shield of California, CVS Caremark, Express Scripts, Harvard Pilgrim Health Care, OmedaRx, United Healthcare, Kaiser Permanente, Premera, AstraZeneca, Genentech, GlaxoSmithKline, Johnson & Johnson, Merck, National Pharmaceutical Council, Takeda, Pfizer, Novartis, Lilly, Spark Therapeutics, Sanofi, Prime Therapeutics, and Health Care Service Corporation outside the submitted work. Carlson reports grants from the Institute for Clinical and Economic Review during the conduct of the study and personal fees from Seattle Genetics, Genentech, and Pfizer outside the submitted work. Russo, Guzauskas, Liu, and Brouwer have nothing to disclose. Study concept and design were contributed by Carlson, Guzauskas, and Ollendorf. Guzauskas, Chapman, Synnott, and Liu collected the data, and Carlson, Guzauskas, Chapman, and Ollendorf contributed to data analysis, along with Synnott and Liu. The manuscript was written by Carlson, Guzauskas, and Brouwer, along with Chapman, Synnott, and Ollendorf, and revised by Carlson, Brouwer, and Guzauskas, along with Chapman, Synnott, and Ollendorf.
已经开发并批准了新的三药治疗方案来治疗多发性骨髓瘤(MM)。由于缺乏直接的比较数据和治疗费用高昂,因此需要评估所有批准方案的相对临床和经济结果。
从美国卫生系统的角度评估复发性和/或难治性 MM 的治疗成本效益。
我们开发了一个具有 3 种健康状态(无进展、进展和死亡)的分区生存模型,以评估以下方案:卡非佐米(CFZ)、依鲁单抗(ELO)、伊沙佐米(IX)、达雷妥尤单抗(DAR)和泊马度胺(PAN)与来那度胺(LEN)或硼替佐米(BOR)联合地塞米松(DEX)在二线和/或三线治疗中。为了评估相对治疗效果,我们进行了网络荟萃分析,并将无进展生存期危险比应用于从 MM 患者大型荟萃分析中得出的基于参数的无进展生存期函数。我们使用与无进展生存期和总生存期之间关系的大型 MM 患者荟萃分析数据来估计总生存期。模型中包含的费用包括与药物治疗、管理、监测、不良反应和进展相关的费用。效用来自公开数据和制造商数据,如果没有发布的来源,则使用。
模型结果表明,含有 DAR 的方案产生了最高的预期寿命(DAR 范围:6.71-7.38 与非-DAR 范围:3.25-5.27)和质量调整生命年(QALY;DAR 范围:4.38-5.44 与非-DAR 范围:2.04-3.46),DAR+BOR+DEX(二线)和 PAN+BOR+DEX(三线)是最具成本效益的选择(增量成本效益比:50700 美元和成本节约)。然而,由于持续存在的毒性问题,PAN+BOR+DEX 结果的适用性可能具有挑战性。在概率敏感性分析中,二线 DAR+BOR+DEX 和三线 PAN+BOR+DEX 在 150000 美元/QALY 的阈值下,分别有 89%和 87%的概率具有成本效益。
引入新的药物和方案来治疗二线和三线复发性/难治性 MM,似乎通过延长无进展生存期和总生存期以及提高生活质量提供了临床获益。然而,只有添加 DAR 或 PAN 才可能被认为是具有成本效益的选择,根据常见的引用阈值,而 PAN+BOR+DEX 的结果需要谨慎解释。要更接近符合患者受益的价值水平,需要从评估的其他药物中获得大幅折扣。
本研究的部分资金由临床与经济评价研究所提供,该研究所合作设计、进行和报告了此次评估。在本研究进行期间,Ollendorf、Synnott、Chapman 和 Pearson 报告了来自蓝盾加利福尼亚基金会、加利福尼亚医疗保健基金会和约翰·阿诺德基金会的拨款,还报告了来自 Aetna、AHIP、Anthem、蓝盾加利福尼亚、CVS Caremark、Express Scripts、哈佛朝圣者医疗保健、OmedaRx、联合健康、Kaiser Permanente、Premera、阿斯利康、基因泰克、葛兰素史克、强生、默克、国家制药理事会、武田、辉瑞、诺华、礼来、Spark Therapeutics、赛诺菲、Prime Therapeutics 和健康保险服务公司的拨款,这些拨款均与提交的工作无关。Carlson 在研究期间报告了来自临床与经济评价研究所的拨款以及来自西雅图遗传学、基因泰克和辉瑞的个人酬金,这些酬金均与提交的工作无关。Russo、Guzauskas、Liu 和 Brouwer 没有需要披露的内容。研究概念和设计由 Carlson、Guzauskas 和 Ollendorf 做出,Guzauskas、Chapman、Synnott 和 Liu 收集数据,Carlson、Guzauskas、Chapman 和 Ollendorf 参与了数据分析,同时还有 Synnott 和 Liu。该论文由 Carlson、Guzauskas 和 Brouwer 与 Chapman、Synnott 和 Ollendorf 共同撰写,并由 Carlson、Brouwer 和 Guzauskas 与 Chapman、Synnott 和 Ollendorf 共同修订。