Comparative Health Outcomes, Policy & Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle.
Institute for Clinical and Economic Review, Boston, MA.
J Manag Care Spec Pharm. 2021 Aug;27(8):1046-1055. doi: 10.18553/jmcp.2021.27.8.1046.
Ulcerative colitis is a chronic immune-mediated inflammatory condition of the large intestine and rectum. Several targeted immune modulators (TIMs) have demonstrated effectiveness for the treatment of moderate to severe ulcerative colitis and are approved by the FDA. Patients may try multiple TIMs, and currently there are no biomarkers or prognostic factors to guide choice of treatment sequence. In 2020, the Institute for Clinical and Economic Review (ICER) conducted a review of TIMs for the treatment of ulcerative colitis as individual agents relative to conventional treatment but did not address the relative ranking of various treatment sequences to each other. To extend the ICER framework to identify the optimal treatment sequence as informed by metrics such as maximizing incremental net health benefit (NHB), minimizing incremental total cost, or maximizing incremental quality-adjusted life-years (QALYs). The model was developed as a Markov model with 8-week cycles over a lifetime time horizon from a US payer perspective, including only direct health care costs. Health states consisted of active moderate to severe ulcerative colitis, clinical response without achieving remission, clinical remission, and death. Efficacy of TIMs were informed by the ICER-conducted network meta-analysis. Up to 3 treatments were modeled in a sequence that consisted of 2 different TIMs followed by conventional treatment. Sequences were ranked according to each objective. NHB was calculated using a threshold of $150,000 per QALY gained. Probabilistic sensitivity analysis (PSA) was undertaken to estimate the probability of each sequence having the highest NHB rank under each objective. 21 possible sequences were evaluated in the base case. Two attempts at conventional treatment represented the lowest cost option and, while yielding the fewest QALYs, resulted in the highest NHB. None of the sequences had an incremental cost per QALY below $150,000 relative to 2 attempts with conventional treatment, so the resulting NHB was negative for all sequences. The sequence with the highest NHB was infliximab-dyyb followed by tofacitinib (-0.116). This regimen also had the lowest incremental costs ($37,266). For orally and subcutaneously administered TIMs, the sequence of golimumab-tofacitinib had the highest NHB (-0.344). Ustekinumab-vedolizumab was the top-ranked sequence as measured by QALY maximization (0.172 incremental QALYs) but also had the highest total incremental cost ($166,094). Results of the PSA were consistent with deterministic rankings for the top-ranking sequences but also showed that the top 2 or 3 regimens were often close together. Based on the results of this analysis, the optimal sequence of TIMs as measured by NHB and cost minimization was infliximab or biosimilars as first-line treatment, then moving to tofacitinib, adalimumab, or vedolizumab. Sequences that generated the most QALYs began with ustekinumab, followed by vedolizumab, tofacitinib, and adalimumab. This study was based on an evidence synthesis and economic evaluation sponsored by the Institute for Clinical and Economic Review (ICER). Pandey and Fazioli are employees of ICER. Bloudek reports grants from ICER during the conduct of the study and personal fees from Astellas, Akcea, Dermira, GlaxoSmithKline, Sunovion, Seattle Genetics, and TerSera Therapeutics, outside the submitted work. Pandey reports grants from California Healthcare Foundation, Harvard Pilgrim Healthcare, Kaiser Foundation Health Plan Inc., and the Donoghue Foundation, during the conduct of the study, and other support from Aetna, America's Health Insurance Plans, Anthem, AbbVie, Alnylam, AstraZeneca, Biogen, Genentech/Roche, GlaxoSmithSline, Harvard Pilgrim, Health Care Service Corporation, Health Partners, Johnson & Johnson (Janssen), Kaiser Permanente, LEO Pharma, Mallinckrodt, Merck, Novartis, National Pharmaceutical Council, Premera, Prime Therapeutics, Regeneron, Sanofi, Spark Therapeutics, United Healthcare, HealthFirst, Pfizer, Boehringer-Ingelheim, uniQure, Evolve Pharmacy Solutions, and Humana, outside the submitted work. Fazioli reports grants from Arnold Ventures, California Healthcare Foundation, Harvard Pilgrim Healthcare, Kaiser Foundation Health Plan Inc., and The Donaghue Foundation, during the conduct of the study, and other support from Aetna, America's Health Insurance Plans, Anthem, AbbVie, Alnylam, AstraZeneca, Biogen, Blue Shield of CA, Cambia Health Services, CVS, Editas, Express Scripts, Genentech/Roche, GlaxoSmithKline, Harvard Pilgrim, Health Care Service Corporation, Health Partners, Johnson & Johnson (Janssen), Kaiser Permanente, LEO Pharma, Mallinckrodt, Merck, Novartis, National Pharmaceutical Council, Premera, Prime Therapeutics, Regeneron, Sanofi, Spark Therapeutics, United Healthcare, HealthFirst, Pfizer, Boehringer-lngelheim, uniQure, Evolve Phamacy Solutions, and Humana, outside the submitted work. Ollendorf reports grants from ICER, during the conduct of the study, along with other support from CEA Registry sponsors and personal fees from EMD Serono, Amgen, Analysis Group, Aspen Institute/University of Southern California, GalbraithWight, Cytokinetics, Sunovion, University of Colorado, Center for Global Development, and Neurocrine, outside the submitted work. Carlson reports grants from ICER, during the conduct of the study, and personal fees from Allergan, outside the submitted work. The inputs and model framework that were leveraged for this analysis were presented as part of the ICER assessment of TIMs for the treatment of moderate to severe ulcerative colitis.
溃疡性结肠炎是一种慢性免疫介导的大肠和直肠炎症性疾病。几种靶向免疫调节剂(TIMs)已被证明对中重度溃疡性结肠炎的治疗有效,并获得 FDA 的批准。患者可能会尝试多种 TIMs,目前尚无生物标志物或预后因素可指导治疗顺序的选择。2020 年,临床和经济审查研究所(ICER)对 TIMs 作为个体药物治疗溃疡性结肠炎进行了评估,相对于常规治疗,但没有解决各种治疗顺序之间的相对排名。为了扩展 ICER 框架,以确定最佳治疗顺序,例如最大限度地提高增量净健康收益(NHB)、最小化增量总成本或最大化增量质量调整生命年(QALYs)。该模型是作为一个具有 8 周周期的马尔可夫模型开发的,从美国支付者的角度来看,生命周期时间跨度为一生,仅包括直接医疗保健成本。健康状况包括活动性中重度溃疡性结肠炎、无缓解的临床反应、临床缓解和死亡。TIMs 的疗效由 ICER 进行的网络荟萃分析提供信息。在一个由两种不同的 TIMs 组成的序列中,最多可模拟 3 种治疗方法,然后是常规治疗。根据每个目标对序列进行排名。使用每获得一个 QALY 支付 15 万美元的阈值计算 NHB。进行概率敏感性分析(PSA)以估计每个目标下每个序列的最高 NHB 排名的概率。在基础案例中评估了 21 种可能的序列。两次尝试常规治疗是成本最低的选择,虽然产生的 QALYs 最少,但产生的 NHB 最高。与常规治疗两次相比,没有任何一种序列的增量成本低于每 QALY 150,000 美元,因此所有序列的 NHB 均为负值。具有最高 NHB 的序列是英夫利昔单抗-dyyb 加托法替尼(-0.116)。该方案的增量成本也最低(37266 美元)。对于口服和皮下给予的 TIMs,戈利木单抗-托法替尼的序列具有最高的 NHB(-0.344)。乌司奴单抗-vedolizumab 是根据 QALY 最大化(增加 0.172 个 QALYs)排名最高的序列,但也具有最高的总增量成本(166094 美元)。PSA 的结果与顶级序列的确定性排名一致,但也表明前 2 或 3 种方案通常非常接近。基于这项分析的结果,以 NHB 和成本最小化为衡量标准的 TIMs 最佳治疗顺序是英夫利昔单抗或生物仿制药作为一线治疗,然后是托法替尼、阿达木单抗或 vedolizumab。产生最多 QALYs 的序列从乌司奴单抗开始,其次是 vedolizumab、托法替尼和阿达木单抗。这项研究基于临床和经济审查研究所(ICER)赞助的证据综合和经济评估。Pandey 和 Fazioli 是 ICER 的员工。Bloudek 报告在研究过程中获得了 ICER 的拨款,并从 Astellas、Akcea、Dermira、GlaxoSmithKline、Sunovion、西雅图遗传学和 TerSera Therapeutics 获得了个人薪酬,这些都在提交的工作之外。Pandey 报告在研究过程中获得了加州医疗基金会、哈佛朝圣者医疗保健、凯撒基金会健康计划公司和 Donoghue 基金会的拨款,以及来自 Aetna、美国健康保险计划、Anthem、AbbVie、Alnylam、AstraZeneca、Biogen、Genentech/Roche、GlaxoSmithSline、哈佛朝圣者、医疗保健服务公司、健康伙伴、强生(Janssen)、凯撒永久、礼来、国家制药委员会、Premera、Prime Therapeutics、Regeneron、Sanofi、Spark Therapeutics、联合健康、HealthFirst、辉瑞、百时美施贵宝、Novartis、国家药品理事会、Premia、Prime Therapeutics、Regeneron、Sanofi、Spark Therapeutics、United Healthcare、HealthFirst、辉瑞、百时美施贵宝、Novartis、国家药品理事会、Premia、Prime Therapeutics、Regeneron、Sanofi、Spark Therapeutics、United Healthcare、HealthFirst、辉瑞、百时美施贵宝、Novartis、国家药品理事会、Premia、Prime Therapeutics、Regeneron、Sanofi、Spark Therapeutics、United Healthcare、HealthFirst、辉瑞、百时美施贵宝、Novartis、国家药品理事会、Premia、Prime Therapeutics、Regeneron、Sanofi、Spark Therapeutics、United 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