real-world evidence (RWE)

真实世界证据 (RWE)
  • 文章类型: Journal Article
    目的:本手稿为评估现实世界证据(RWE)在医疗保健决策中的价值提供了一个全面的框架。虽然RWE已经被提出来克服传统的一些限制,一次性研究,没有系统的框架来衡量RWE是否真的降低了负担。该框架旨在通过提供评估RWE的时间和成本效率的概念方法来填补这一空白,从而指导对RWE基础设施的战略投资。
    方法:该框架由四个组成部分组成:(第114届国会。21世纪治愈法。;2015年。https://www.congress.gov/114/plaws/publ255/PLAW-114publ255。PDF。)识别使用和生产RWE的利益相关者,(国家卫生委员会。患者参与术语词汇表。已发布2019年。5月18日访问2021年。https://nationalhealthcouncil.org/glossary-of-patient-engagement-terms/。)了解RWE如何使利益相关者受益的价值主张,(药物评价和研究中心。CDER以患者为中心的药物开发。美国食品和药物管理局。)定义关键绩效指标(KPI),和(美国卫生与人类服务部-食品和药物管理局:设备和放射健康中心以及生物制品评估和研究中心。使用真实世界的证据来支持医疗器械的监管决策-工业和食品和药品管理局工作人员指南。2017.http://www。fda.gov/生物制品血液疫苗/指南合规性监管信息/Guida。)建立指标和案例研究来评估价值。KPI被归类为更好,更快,或更便宜的\"作为价值的指标:更好地关注高质量的可操作证据;\'更快,\'表示在证据生成中节省时间,和\'更便宜,与不涉及临床实践中常规收集的数据的方法相比,强调成本效益决策。指标和相关案例研究是根据利益相关者价值主张和选定的KPI量身定制的,这些KPI可用于评估使用RWE与传统证据生成方法相比并比较不同的RWE来源所创造的价值。
    结果:通过文献中的指标和案例研究进行操作,RWE的价值被记录为改善治疗效果异质性评估,扩大医疗产品标签,并加快上市后的合规。与传统的一次性方法相比,RWE还可以减少产生证据所需的成本和时间。基于对国家心血管疾病登记处的分析,提出了度量RWE方法检测产品故障信号所节省的时间的度量的原始示例。
    结论:本手稿中提出的框架为评估RWE的价值提供了一种全面的方法,适用于所有参与利用RWE进行医疗保健决策的利益相关者。通过提出的指标和举例说明的案例研究,提供了对提高效率的宝贵见解,成本效益,RWE促进了临床和监管领域的决策。虽然这个框架主要集中在医疗设备上,它可能有助于确定其他医疗产品中的RWE价值。通过辨别成本的变化,时间,以及各种证据生成方法中的数据效用,利益相关者有权对RWE基础设施进行战略性投资,并塑造未来的研究工作。
    OBJECTIVE: This manuscript presents a comprehensive framework for the assessment of the value of real-world evidence (RWE) in healthcare decision-making. While RWE has been proposed to overcome some limitations of traditional, one-off studies, no systematic framework exists to measure if RWE actually lowers the burden. This framework aims to fill that gap by providing conceptual approaches for evaluating the time and cost efficiencies of RWE, thus guiding strategic investments in RWE infrastructure.
    METHODS: The framework consists of four components: (114th Congress. 21st Century Cures Act.; 2015. https://www.congress.gov/114/plaws/publ255/PLAW-114publ255.pdf .) identification of stakeholders using and producing RWE, (National Health Council. Glossary of Patient Engagement Terms. Published 2019. Accessed May 18. 2021. https://nationalhealthcouncil.org/glossary-of-patient-engagement-terms/ .) understanding value propositions on how RWE can benefit stakeholders, (Center for Drug Evaluation and Research. CDER Patient-Focused Drug Development. U.S. Food & Drug Administration.) defining key performance indicators (KPIs), and (U.S. Department of Health and Human Services - Food and Drug Administration: Center for Devices and Radiological Health and Center for Biologics Evaluation and Research. Use of Real-World Evidence to Support Regulatory Decision-Making for Medical Devices - Guidance for Industry and Food and Drug Administration Staff. 2017. http://www.fda.gov/BiologicsBloodVaccines/GuidanceComplianceRegulatoryInformation/Guida .) establishing metrics and case studies to assess value. KPIs are categorized as \'better, faster, or cheaper\" as an indicator of value: better focusing on high-quality actionable evidence; \'faster,\' denoting time-saving in evidence generation, and \'cheaper,\' emphasizing cost-efficiency decision compared to methodologies that do not involve data routinely collected in clinical practice. Metrics and relevant case studies are tailored based on stakeholder value propositions and selected KPIs that can be used to assess what value has been created by using RWE compared to traditional evidence-generation approaches and comparing different RWE sources.
    RESULTS: Operationalized through metrics and case studies drawn from the literature, the value of RWE is documented as improving treatment effect heterogeneity evaluation, expanding medical product labels, and expediting post-market compliance. RWE is also shown to reduce the cost and time required to produce evidence compared to traditional one-off approaches. An original example of a metric that measures the time saved by RWE methods to detect a signal of a product failure was presented based on analysis of the National Cardiovascular Disease Registry.
    CONCLUSIONS: The framework presented in this manuscript offers a comprehensive approach for evaluating the value of RWE, applicable to all stakeholders engaged in leveraging RWE for healthcare decision-making. Through the proposed metrics and illustrated case studies, valuable insights are provided into the heightened efficiency, cost-effectiveness, and improved decision-making within clinical and regulatory domains facilitated by RWE. While this framework is primarily focused on medical devices, it could potentially inform the determination of RWE value in other medical products. By discerning the variations in cost, time, and data utility among various evidence-generation methods, stakeholders are empowered to invest strategically in RWE infrastructure and shape future research endeavors.
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  • 文章类型: Journal Article
    目的:恶性黑色素瘤是一种侵袭性癌症,流行病学明显缺乏,葡萄牙人群的临床和治疗特征。我们进行了范围审查,以确定针对葡萄牙成年恶性黑色素瘤患者的真实世界证据研究。
    方法:进行了全面检索。筛选后,我们通过设计描述了这些研究,样本量,地理,设置,人口,和报告的结果。
    结果:搜索产生了54项研究,主要为回顾性(79.6%)。评估的人群是异质性的,从一般的黑色素瘤患者到特定类型的黑色素瘤,甚至更限于有特定条件的患者。发现的证据主要与临床结果有关(n=46),患者的临床特征(n=44)和人口统计学特征(n=48)。在30项研究中描述了治疗信息,而只有18项报告了流行病学参数。研究主要由里斯本的主要肿瘤中心进行,波尔图和科英布拉,只有两个人评估了整个葡萄牙人口。为了具有可比性,仅考虑了包括皮肤恶性黑色素瘤患者的研究(54例中的13例)进行结局评估分析.中位OS从18个月到36个月不等,黑色素瘤治疗后评估。发病率是报告最多的流行病学参数,证实了多年来皮肤恶性黑色素瘤患者的数量不断增加。只有一项研究报告了患病率,四项报告了死亡率。
    结论:发现的证据证实了葡萄牙缺乏关于恶性黑色素瘤的信息,强调了现实世界研究评估黑色素瘤患病率和发病率的必要性,目前的治疗方法,以及这些患者的临床特征。
    OBJECTIVE: Malignant melanoma is an aggressive cancer, and there is a notable dearth on epidemiology, clinical and treatment characterization within the Portuguese population. We performed a scoping review to identify real-world evidence studies focused in Portuguese adult patients with malignant melanoma.
    METHODS: A comprehensive search was conducted. After screening, we described the studies by design, sample size, geographics, setting, population, and outcomes reported.
    RESULTS: The search yielded 54 studies, mainly retrospective (79.6%). The population assessed was heterogeneous varying from patients with melanoma in general to specific types of melanoma, or even more restricted to patients with specific conditions. The evidence found was mostly concerning clinical outcomes (n=46), patients\' clinical profile (n=44) and demographic characterization (n=48). Treatment information was described in 30 studies whereas only 18 reported epidemiological parameters. Studies were mainly performed by the major oncology centers in Lisbon, Oporto and Coimbra, and only two evaluated the entire Portuguese population. To allow comparability, only studies including patients with cutaneous malignant melanoma were considered (13 of the 54) for outcomes evaluation analysis. Median OS varied from 18 to 36 months, assessed after melanoma treatment. Incidence was the most reported epidemiological parameter, confirming the increasing number of cutaneous malignant melanoma patients over the years. Only one study reported prevalence and four reported mortality rates.
    CONCLUSIONS: The evidence found confirms the lack of information about malignant melanoma in Portugal, highlighting the need of real-world studies to assess melanoma prevalence and incidence rates, current treatment approaches, and clinical characterization of these patients.
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  • 文章类型: Journal Article
    治疗的进展提高了多发性骨髓瘤(MM)患者的生存率,但是这种疾病仍然无法治愈。这里,在这项全国性的回顾性真实世界证据(RWE)研究中,我们报告病人的特征,发病率,总体生存结果,合并症,以及2000年至2021年间在芬兰诊断出的所有成年MM患者的医疗资源利用(HCRU)。总共7070名MM患者和他们的21,210岁-,性别和地区匹配的对照纳入分析.在随访期间,平均MM发病率从每100,000人中的4.11增加到8.33。年龄标准化的平均发病率也随着时间的推移显着增加(2000年为2.51,2021年为3.53)。发病率的增加在老年人群中尤为明显,表明诊断实践有所改善。MM患者及其匹配对照组的中位总生存期(mOS)为3.6年和15.6年,分别。在随访期间,所有MM患者的mOS从2.8年(2000-2004年)显着增加到4.4年(2017-2021年)。特别是,在接受自体干细胞移植(ASCT)的患者中,MOS是9.2年,而在没有接受ASCT的患者中,MOS只有2.7年。与匹配的对照组相比,MM患者在指数上表现出更多的合并症和增加的HCRU。在芬兰,中位生存期延长和死亡风险降低表明MM患者的治疗结果改善。
    Advances in treatment have improved the survival of multiple myeloma (MM) patients, but the disease remains incurable. Here, in this nationwide retrospective real-world evidence (RWE) study, we report the patient characteristics, incidence, overall survival outcomes, comorbidities, and healthcare resource utilization (HCRU) of all adult MM patients diagnosed between 2000 and 2021 in Finland. A total of 7070 MM patients and their 21,210 age-, sex- and region-matched controls were included in the analysis. The average MM incidence doubled from 4.11 to 8.33 per 100,000 people during the follow-up. The average age-standardized incidence also showed a significant increase over time (2.51 in 2000 to 3.53 in 2021). An increase in incidence was particularly seen in older population, indicative of improved diagnosis praxis. The median overall survival (mOS) of the MM patients and their matched controls was 3.6 and 15.6 years, respectively. The mOS of all MM patients increased significantly from 2.8 years (2000-2004) to 4.4 years (2017-2021) during the follow-up period. Distinctively, in patients who received autologous stem cell transplantation (ASCT), the mOS was 9.2 years, while in patients who did not receive ASCT, the mOS was only 2.7 years. MM patients showed more comorbidities at index and increased HCRU than their matched controls. The longer median survival and decreased risk of death indicate improved treatment outcomes in MM patients in Finland.
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  • 文章类型: English Abstract
    对B细胞淋巴瘤发病机制的认识的进展导致了各种新型靶向疗法的发展。其中,针对复发性和难治性B细胞淋巴瘤的CD19靶向嵌合抗原受体(CAR)T细胞疗法在临床试验中显示出显着的疗效。三种CAR-T细胞产品现已在日本上市。真实世界的证据(RWE)表明,这些产品在临床实践中可以提供与临床试验相当的疗效,在更广泛背景的患者中使用CAR-T细胞。这一发现肯定会扩大CAR-T细胞疗法在治疗B细胞淋巴瘤中的作用。然而,因为大约一半接受CAR-T细胞治疗的患者此后进展,迫切需要对难治性病例进行风险分层和优化管理。这里,我们回顾了CAR-T细胞治疗B细胞淋巴瘤的临床试验和RWE结果.
    Advances in understanding of the pathogenesis of B-cell lymphoma have led to development of various novel targeted therapies. Among them, CD19-targeted chimeric antigen receptor (CAR) T-cell therapies for relapsed and refractory B-cell lymphomas have shown remarkable efficacy in clinical trials, and three CAR T-cell products are now available in Japan. Real-world evidence (RWE) has shown that these products can provide comparable efficacy to clinical trials in clinical practice, where CAR T-cells were administered in patients with wider range of backgrounds. This finding will certainly broaden the role of CAR T-cell therapies in the treatment of B-cell lymphoma. However, since about half of the patients treated with CAR T-cell therapy progress thereafter, there is an urgent need for risk stratification and optimized management of refractory cases. Here, we review the results of clinical trials and RWE of CAR T-cell therapy in B-cell lymphoma.
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  • 文章类型: Journal Article
    2022年爆发的水痘在2022年7月被宣布为公共卫生紧急事件。2022年8月,MVA-BN疫苗在美国(US)获得了针对高危人群的紧急使用授权。这项研究(EUPAS104386)使用了HealthVerity的美国行政医疗保健数据,为MVA-BN疫苗的有效性和安全性提供了现实证据,以预防男男性行为者(MSM)和变性女性的水痘疾病。2022年水痘疫情期间受影响最严重的人群。完全接种疫苗的受试者(两剂间隔≥28天)最初与日历日期的五名未接种疫苗的受试者相匹配。年龄,美国地区,和保险类型。从索引日期(第二剂量后14天)随访受试者直到死亡或数据结束,以确定痘发生。在倾向得分调整后,MVA-BN疫苗对水痘疾病的有效性为89%(95%CI:12%,99%)在完全接种疫苗的人中;减毒至64%(95%CI:40%,78%)在任何剂量和70%(95%CI:44%,84%),对于那些只有单剂量的人。当风险窗口延长至28天时,观察到一个特别感兴趣的心包炎不良事件。这些结果有助于全部证据支持MVA-BN疫苗的有利益处/风险概况。
    The mpox 2022 outbreak was declared a public health emergency in July 2022. In August 2022, the MVA-BN vaccine received emergency use authorization in the United States (US) to target at-risk groups. This study (EUPAS104386) used HealthVerity\'s administrative US healthcare data to generate real-world evidence for MVA-BN vaccine effectiveness and safety to prevent mpox disease in men who have sex with men (MSM) and transgender women, the most affected population during the 2022 mpox outbreak. Fully vaccinated subjects (two doses ≥ 28 days apart) were initially matched with five unvaccinated subjects on calendar date, age, US region, and insurance type. Subjects were followed from index date (14 days after the second dose) until death or data end to ascertain mpox occurrence. After propensity score adjustment, the MVA-BN vaccine effectiveness against mpox disease was 89% (95% CI: 12%, 99%) among those fully vaccinated; attenuated to 64% (95% CI: 40%, 78%) among those with any dose and 70% (95% CI: 44%, 84%) for those with only a single dose. One pericarditis adverse event of special interest was observed when the risk window was extended to 28 days. These results contribute to the totality of evidence supporting the favorable benefit/risk profile of the MVA-BN vaccine.
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  • 文章类型: Journal Article
    自适应设计,例如组顺序设计(以及具有额外自适应功能的设计)或自适应平台试验,在未满足的医疗需求试验中,是典型的有效设计策略,特别是从全球区域产生证据。这样的设计允许临时决策,并在必要时进行调整以研究设计,同时保持研究的完整性和操作特点。然而,在激烈的竞争环境和更快为患者提供有效治疗的愿望的推动下,在已经功能设计中的创新仍然与进一步推动药物开发走向更有效的道路密切相关。实现这一点的一种方法是在自适应设计中利用外部现实世界数据(RWD)来支持临时或最终决策。在本文中,我们提出了一个新的框架,将外部RWD纳入自适应设计,以改善临时和/或最终分析决策。在这个框架内,研究人员可以预先指定决策过程并选择借用的时间和金额,同时保持客观性并控制I型错误。提供了各种场景中的仿真研究来描述功率,I型错误,和其他绩效指标,用于中期/最终决策。非小细胞肺癌的案例研究用于说明所提出的设计框架。
    Adaptive designs, such as group sequential designs (and the ones with additional adaptive features) or adaptive platform trials, have been quintessential efficient design strategies in trials of unmet medical needs, especially for generating evidence from global regions. Such designs allow interim decision making and making adjustment to study design when necessary, meanwhile maintaining study integrity and operating characteristics. However, driven by the heightened competitive landscape and the desire to bring effective treatment to patients faster, innovation in the already functional designs is still germane to further propel drug development to a more efficient path. One way to achieve this is by leveraging external real-world data (RWD) in the adaptive designs to support interim or final decision making. In this paper, we propose a novel framework of incorporating external RWD in adaptive design to improve interim and/or final analysis decision making. Within this framework, researchers can prespecify the decision process and choose the timing and amount of borrowing while maintaining objectivity and controlling of type I error. Simulation studies in various scenarios are provided to describe power, type I error, and other performance metrics for interim/final decision making. A case study in non-small cell lung cancer is used for illustration on proposed design framework.
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  • 文章类型: Editorial
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    虽然已经使用了100多年,过敏原免疫疗法(AIT)由于其治愈过敏性疾病的潜力,仍然是现代过敏管理中不可或缺的工具。通过应用个性化和精准医学方法,其当前的快速发展得到了mHealth进步的大力支持,基于组件解析诊断(CRD)的诊断,新型生物标志物的验证,先进的数据管理,和新型制剂的开发。这篇综述总结了该领域的关键进展,并展示了进一步开发下一代AIT治疗的前景。
    Although used for over 100 years, allergen immunotherapy (AIT) is still an indispensable tool in modern allergy managemen20t due to its potential to cure allergic diseases. Its current rapid development through the application of personalized and precision medicine approaches is strongly supported by advances in mHealth, component-resolved diagnosis (CRD)-based diagnostics, validation of novel biomarkers, advanced data management, and development of novel preparations. This review summarizes the key advances in the field and shows the perspectives for further development of next-generation AIT treatments.
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  • 文章类型: Journal Article
    中药是我国特有的宝贵资源,具有悠久的人类使用和临床实践的历史,可以对其进行分析以生成真实世界证据(RWE)。中国政府一直积极推进符合中医药特点的监管改革,优化中医临床证据体系,并探讨RWE在支持中药新药开发和监管决策中的重要作用。本文旨在对RWE在中医监管决策中的应用进行全面综述。根据中医的特点,这项研究的重点是应用场景,挑战,以及RWE在中医领域的机遇。并提出了促进RWE在中医药发展和监管中广泛应用的建议。
    Traditional Chinese medicine (TCM) is a valuable resource unique to China with a long history of human use and clinical practice, which can be analyzed to generate real-world evidence (RWE). The Chinese government has been actively promoting regulatory reform that is in line with the characteristics of TCM, optimizing the clinical evidence system for TCM, and exploring the important role of RWE in supporting the development of new drugs and regulatory decision-making for TCM. This article aims to provide a comprehensive review of the use of RWE in regulatory decisions for TCM. Based on the characteristics of TCM, this study focuses on the application scenarios, challenges, and opportunities of RWE in TCM. And some suggestions are put forward to promote the wider application of RWE in TCM development and supervision.
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