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1
A Molecular Signature Response Classifier to Predict Inadequate Response to Tumor Necrosis Factor-α Inhibitors: The NETWORK-004 Prospective Observational Study.一种预测对肿瘤坏死因子-α抑制剂反应不足的分子特征反应分类器:NETWORK-004前瞻性观察研究
Rheumatol Ther. 2021 Sep;8(3):1159-1176. doi: 10.1007/s40744-021-00330-y. Epub 2021 Jun 19.
2
Perceived clinical utility of a test for predicting inadequate response to TNF inhibitor therapies in rheumatoid arthritis: results from a decision impact study.预测类风湿关节炎对 TNF 抑制剂治疗反应不足的检测的临床实用性感知:一项决策影响研究的结果。
Rheumatol Int. 2021 Mar;41(3):585-593. doi: 10.1007/s00296-020-04746-7. Epub 2020 Nov 30.
3
Trial of Upadacitinib or Abatacept in Rheumatoid Arthritis.乌帕替尼或阿巴西普治疗类风湿关节炎的试验。
N Engl J Med. 2020 Oct 15;383(16):1511-1521. doi: 10.1056/NEJMoa2008250.
4
Clinical Utility and Cost Savings in Predicting Inadequate Response to Anti-TNF Therapies in Rheumatoid Arthritis.预测类风湿关节炎抗TNF治疗反应不足的临床效用及成本节约
Rheumatol Ther. 2020 Dec;7(4):775-792. doi: 10.1007/s40744-020-00226-3. Epub 2020 Aug 14.
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Treatment Sequences After Discontinuing a Tumor Necrosis Factor Inhibitor in Patients With Rheumatoid Arthritis: A Comparison of Cycling Versus Swapping Strategies.类风湿关节炎患者停用肿瘤坏死因子抑制剂后的治疗方案:循环与转换策略比较。
Arthritis Care Res (Hoboken). 2021 Oct;73(10):1461-1469. doi: 10.1002/acr.24358. Epub 2021 Aug 26.
6
Is the epidemiology of rheumatoid arthritis changing? Results from a population-based incidence study, 1985-2014.类风湿关节炎的流行病学是否正在发生变化?基于人群的发病研究结果,1985-2014 年。
Ann Rheum Dis. 2020 Apr;79(4):440-444. doi: 10.1136/annrheumdis-2019-216694. Epub 2020 Feb 17.
7
EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2019 update.EULAR 推荐的类风湿关节炎治疗策略:2019 年更新版(使用合成和生物疾病修正抗风湿药物)
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Upadacitinib Versus Placebo or Adalimumab in Patients With Rheumatoid Arthritis and an Inadequate Response to Methotrexate: Results of a Phase III, Double-Blind, Randomized Controlled Trial.乌帕替尼治疗甲氨蝶呤应答不足的类风湿关节炎患者的 III 期、双盲、随机对照研究结果。
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9
Biologic refractory disease in rheumatoid arthritis: results from the British Society for Rheumatology Biologics Register for Rheumatoid Arthritis.类风湿关节炎中的生物难治性疾病:来自英国风湿病学会类风湿关节炎生物制剂注册处的结果。
Ann Rheum Dis. 2018 Oct;77(10):1405-1412. doi: 10.1136/annrheumdis-2018-213378. Epub 2018 Jul 6.
10
Testing treat-to-target outcomes with initial methotrexate monotherapy compared with initial tumour necrosis factor inhibitor (adalimumab) plus methotrexate in early rheumatoid arthritis.早期类风湿关节炎中单用甲氨蝶呤初始治疗与阿达木单抗联合甲氨蝶呤初始治疗的靶向治疗结果比较。
Ann Rheum Dis. 2018 Feb;77(2):289-292. doi: 10.1136/annrheumdis-2017-211871. Epub 2017 Nov 16.

基于分子特征响应分类器的类风湿关节炎靶向治疗选择:预算影响和临床实用性评估。

Guided therapy selection in rheumatoid arthritis using a molecular signature response classifier: an assessment of budget impact and clinical utility.

机构信息

Scipher Medicine Corporation, Waltham, MA.

Drexel University College of Medicine, Philadelphia, PA.

出版信息

J Manag Care Spec Pharm. 2021 Dec;27(12):1734-1742. doi: 10.18553/jmcp.2021.21120. Epub 2021 Oct 20.

DOI:10.18553/jmcp.2021.21120
PMID:34669487
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10394192/
Abstract

Patients with moderate to severe rheumatoid arthritis (RA) can be treated with a range of targeted therapies following inadequate response to conventional synthetic disease-modifying antirheumatic drugs such as methotrexate. Whereas clinical practice guidelines provide no formal recommendations for initial targeted therapies, the tumor necrosis factor alpha inhibitor (TNFi) class is the prevalent first-line selection based on clinician experience, its safety profile, and/or formulary requirements, while also being the costliest. Most patients do not achieve adequate clinical response with a first-line TNFi, however. A molecular signature response classifier (MSRC) test that assesses RA-related biomarkers can identify patients who are unlikely to achieve adequate response to TNFi-class therapies. To model cost-effectiveness of MSRC-guided, first-line targeted therapy selection compared with current standard care. This budget impact analysis used data sourced from August to September 2020. The prevalence of each first-line targeted therapy was obtained using market intelligence from Datamonitor/Informa PLC Rheumatology Dashboard Forecast 2020, and the average first-year cost of treatment for each class was calculated using wholesale acquisition costs from IBM Micromedex RED BOOK Online. Average effectiveness for each class was based on manufacturer-reported ACR50 response rates (American College of Rheumatology adequate response criteria of 50% improvement at 6 months after therapy initiation). The impact of MSRC testing on first therapy selection was predicted based on a third party-generated decision-impact study that analyzed potential alterations in rheumatologist prescribing patterns after receiving MSRC test reports. Sensitivity analysis evaluated potential impacts of variation in first-year medication cost, adherence to MSRC report, and test price on the first-year cost of treatment. Cost for response (first-year therapy cost therapy divided by probability of achieving ACR50) was compared between standard care and MSRC-guided care. The estimated cost for first-year, standard-care treatment was $65,117, with 80% of patients initiating treatment with a TNFi. Cost for achieving ACR50 response was $177,046. After applying MSRC-guided patient stratification and therapy selection, the first-year cost was $56,543, net of test price, with 49.0% of patients initiating with a TNFi. First-year MSRC-guided care cost, including test price, was estimated at $117,103, a 33.9% improvement over standard care. Sensitivity analysis showed a net cost improvement for guided care vs standard care across all scenarios. Patients predicted to be inadequate TNFi responders, when modeled with lower-priced alternatives, were predicted to show increased ACR50 response rates. Those with MSRC test results indicating a first-line TNFi were predicted to show an ACR50 response rate superior to that for any other class. In this model, if implemented clinically, MSRC-guided care might save the US health care system more than $850 million annually and improve ACR50 by up to 31.3%. Precision medicine using MSRC-guided patient stratification and therapy selection may both decrease cost and improve efficacy of targeted RA therapies. This work was funded in full by Scipher Medicine Corporation, which participated in data analysis and interpretation and drafting, reviewing, and approving the publication. All authors contributed to data analysis and interpretation and publication preparation, maintaining control over the final content. Arnell, Withers, and Connolly-Strong are employees of and have stock ownership in Scipher Medicine Corporation. Bergman has received consulting fees from AbbVie, Gilead, GlaxoSmithKline, Novartis, Pfizer, Regeneron, Sanofi, and Scipher Medicine and owns stock or stock options in Johnson & Johnson. Kenney, Logan, and Lim-Harashima are consultants for Scipher Medicine Corporation. Basu has nothing to disclose.

摘要

患有中度至重度类风湿关节炎(RA)的患者,如果对甲氨蝶呤等常规合成疾病修饰抗风湿药物治疗反应不足,可以使用一系列靶向治疗方法。虽然临床实践指南没有为初始靶向治疗提供正式建议,但基于临床医生的经验、安全性概况和/或处方要求,肿瘤坏死因子-α抑制剂(TNFi)类药物是首选的一线治疗药物,同时也是最昂贵的药物。然而,大多数患者使用一线 TNFi 并不能获得足够的临床反应。一种评估 RA 相关生物标志物的分子特征反应分类器(MSRC)测试可以识别出不太可能对 TNFi 类治疗有足够反应的患者。 旨在对 MSRC 指导的一线靶向治疗选择与当前标准护理进行成本效益建模。 这项预算影响分析使用了 2020 年 8 月至 9 月的数据来源。通过 Datamonitor/Informa PLC 风湿病仪表板预测 2020 获得每种一线靶向治疗的患病率,并使用 IBM Micromedex RED BOOK Online 的批发采购成本计算每种类别的第一年治疗成本。平均有效性基于制造商报告的 ACR50 反应率(美国风湿病学会的标准是治疗开始后 6 个月时改善 50%)。根据第三方生成的决策影响研究预测 MSRC 测试对一线治疗选择的影响,该研究分析了在收到 MSRC 测试报告后风湿科医生处方模式的潜在变化。敏感性分析评估了第一年药物成本、对 MSRC 报告的依从性和测试价格变化对第一年治疗成本的潜在影响。根据标准护理和 MSRC 指导护理之间的第一年治疗成本(第一年治疗成本除以实现 ACR50 的概率)来比较治疗的成本。 第一年标准护理治疗的估计费用为 65117 美元,80%的患者开始使用 TNFi 治疗。实现 ACR50 反应的成本为 177046 美元。在应用 MSRC 指导的患者分层和治疗选择后,第一年的费用为 56543 美元,扣除测试价格,49.0%的患者开始使用 TNFi。第一年 MSRC 指导护理费用(包括测试价格)估计为 117103 美元,比标准护理提高 33.9%。敏感性分析表明,在所有情况下,指导护理比标准护理都有净成本改善。对于模型预测为 TNFi 反应不足的患者,如果使用价格较低的替代药物进行预测,预计会提高 ACR50 反应率。那些 MSRC 测试结果表明首选 TNFi 的患者,预计会表现出比任何其他类药物更高的 ACR50 反应率。在这个模型中,如果在临床上实施,MSRC 指导护理每年可能为美国医疗保健系统节省超过 8.5 亿美元,并提高高达 31.3%的 ACR50。 使用 MSRC 指导的患者分层和治疗选择的精准医学可能会降低靶向 RA 治疗的成本并提高疗效。 这项工作由 Scipher Medicine Corporation 全额资助,该公司参与了数据分析和解释以及草案的编写、审查和批准发布。所有作者都参与了数据分析和解释以及出版准备工作,保持对最终内容的控制。Arnell、Withers 和 Connolly-Strong 是 Scipher Medicine Corporation 的员工,拥有该公司的股票所有权。Bergman 曾从 AbbVie、Gilead、GlaxoSmithKline、Novartis、Pfizer、Regeneron、Sanofi 和 Scipher Medicine 获得咨询费,并拥有 Johnson & Johnson 的股票或股票期权。Kenney、Logan 和 Lim-Harashima 是 Scipher Medicine Corporation 的顾问。Basu 没有要披露的信息。