real-world evidence (RWE)

真实世界证据 (RWE)
  • 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: 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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  • 文章类型: Journal Article
    在过去的十年中,现实世界数据(RWD)和现实世界证据(RWE)在医疗保健决策中的影响力和相关性日益增强。RWD/RWE的增值促使制药业开发高性能的系统和实践,以利用全球一级产生的证据的力量。然而,这种全球范围的转变为支持当地分支机构的能力建设提供了绝佳的机会,并通过由此产生的证据影响关键的国家一级的利益相关者。因此,我们提出了证据蓝图倡议,它链接了全局和本地(“glocal”)技能,并进一步解决地方一级证据生成能力方面的机会和差距。在当地招募了跨职能专家,区域,和全球层面来定义最佳实践。开发了一个框架来描述所需的基础专业知识并评估市场现有能力。随后,制定并实施了有针对性的路线图,以在每个分支机构的特定领域建立能力。蓝图的影响令人鼓舞,从而改善了当地的证据计划,建立证据小组,在当地分支机构中加强RWD的使用和以患者为中心的科学的战略实施。蓝图的成功在于授权分支机构实现其本地证据生成野心并将其与本地环境相匹配。它加强和扩大组织各部分与外部环境之间的联系,同时从当地分支机构建立适合未来的证据能力。
    The past decade has seen the increasing influence and relevance of real-world data (RWD) and real-world evidence (RWE) in healthcare decision making. The value added by RWD/RWE has prompted the pharmaceutical industry to develop high performing systems and practices to harness the power of evidence generated at the global level. However, this worldwide transformation provides outstanding opportunities to support capability building within local affiliates and to impact key country-level stakeholders through resulting evidence. Therefore, we present an Evidence Blueprint Initiative, which links the global and local (\"glocal\") skills, and furthermore addresses the opportunities and gaps in evidence generation capabilities at the local level. Cross-functional experts were recruited at the local, regional, and global level to define best practices. A framework was developed to characterize the foundational expertise needed and to assess markets\' existing capabilities. Subsequently, targeted roadmaps were developed and implemented to build capabilities in specific areas within each affiliate. The impact from the Blueprint is encouraging, resulting in improved local evidence plans, established evidence teams, enhanced RWD use and strategic implementation of patient centric science in local affiliates. The success of the Blueprint resides in empowering affiliates to realise their local evidence generation ambitions and to match them to their local context. It strengthens and expands the ties between various parts of the organisation and the external environment while building fit-for-future evidence capabilities from local affiliates.
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  • 文章类型: Observational Study
    背景:鉴于越来越多的人对白介素-17抑制剂(抗-IL17)治疗银屑病关节炎(PsA)的兴趣和用途,进行了一项观察性研究来表征患者的特征,治疗模式,以及Ixekizumab或苏金单抗在接受PsA作为第一抗IL17治疗的患者中的持久性。
    方法:这是一项多中心回顾性研究,在西班牙的八家医院进行,从电子病历中收集成年PsA患者的数据。三组患者,开始用抗IL17治疗[苏金单抗150毫克(SECU150),苏金单抗300毫克(SECU300),包括2019年1月至2021年3月的ixekizumab(IXE)]。人口统计学和临床患者特征,治疗模式,和持久性进行了描述性分析。连续数据以平均值[标准偏差(SD)]表示,分类变量以频率和百分比表示。计算3、6和12个月的持续率。
    结果:本研究共纳入221例PsA患者[SECU150,103(46.6%);SECU300,38(17.2%);和IXE,80(36.2%)]。治疗模式因临床特征而异:在中度PsA和外周关节受累较少的患者中,SECU150的启动频率更高。而SECU300的患者包括附着性炎和活动性皮肤牛皮癣发病率较高的患者,IXE患者自PsA诊断后显示出更长的时间,更常见的合并症,共同参与,并诊断为皮肤牛皮癣。以前在88.2%的患者中使用了常规的合成疾病缓解抗风湿药(csDMARDs),在72.9%中使用了生物或靶向合成疾病缓解抗风湿药(b/tsDMARDs)。IXE队列中先前b/tsDMARD的平均数量为2.4(SD1.5),SECU300队列中的1.7(SD0.9),和SECU150队列中的1.6(SD1.0)。所有抗IL17的全球持久性为97.2%,88.4%,在3、6和12个月时为81.0%,分别。三个队列中停药的最常见原因是缺乏有效性(16.7%;37/221)。
    结论:在西班牙使用抗IL17治疗的大多数PsA患者具有中度至重度疾病活动性,高外周关节和皮肤受累,并收到以前的b/tsDMARDs。超过80%的1年随访患者坚持使用抗IL17,在IXE队列中观察到的比率最高。其次是SECU150然后SECU300队列。
    Given the growing interest and use of interleukin-17 inhibitors (anti-IL17) for the treatment of psoriatic arthritis (PsA), an observational study has been conducted to characterize the patient profile, treatment patterns, and persistence of ixekizumab or secukinumab in patients with PsA receiving them as first anti-IL17.
    This is a multicenter retrospective study, conducted at eight Spanish hospitals where data from adult patients with PsA were collected from electronic medical records. Three cohorts of patients, initiating treatment with an anti-IL17 [secukinumab 150 mg (SECU150), secukinumab 300 mg (SECU300), or ixekizumab (IXE)] between January 2019 and March 2021, were included. Demographic and clinical patient characteristics, treatment patterns, and persistence were analyzed descriptively. Continuous data were presented as mean [standard deviation (SD)] and categorical variables as frequencies with percentages. Persistence rates at 3, 6, and 12 months were calculated.
    A total of 221 patients with PsA were included in the study [SECU150, 103 (46.6%); SECU300, 38 (17.2%); and IXE, 80 (36.2%)]. Treatment patterns differed by clinical characteristics: SECU150 was initiated more frequently in patients with moderate PsA and less peripheral joint involvement, while patients on SECU300 included those with a higher rate of enthesitis and active skin psoriasis, and patients on IXE showed a longer time since PsA diagnosis, more frequent comorbidities, joint involvement, and diagnosed skin psoriasis. Conventional synthetic disease-modifying anti-rheumatic drugs (csDMARDs) were previously administered in 88.2% of patients and biologic or targeted synthetic disease-modifying anti-rheumatic drugs (b/tsDMARDs) were administered in 72.9%. The mean number of previous b/tsDMARDs was 2.4 (SD 1.5) in the IXE cohort, 1.7 (SD 0.9) in the SECU300 cohort, and 1.6 (SD 1.0) for those in the SECU150 cohort. The global persistence on all anti-IL17 was 97.2%, 88.4%, and 81.0% at 3, 6, and 12 months, respectively. The most frequent reason for discontinuation across the three cohorts was lack of effectiveness (16.7%; 37/221).
    Most of the patients with PsA treated with anti-IL17 in Spain had moderate to severe disease activity, high peripheral joint and skin involvement, and had received previous b/tsDMARDs. More than 80% of patients with a 1-year follow-up persisted on anti-IL17, with the highest rate observed in the IXE cohort, followed by the SECU150 then SECU300 cohorts.
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  • 文章类型: Journal Article
    评估针对罕见突变或具有未满足需求的患者亚群的新疗法的疗效和现实世界有效性是卫生经济学和结果研究(HEOR)中日益增长的挑战。在这些情况下,可能很难招募足够的患者来进行足够有效的随机临床试验。导致对单臂试验或篮式试验设计的更大依赖。此外,在比较较窄患者人群中的可用治疗方法时,进行网络荟萃分析的证据网络可能比较稀疏或不相关.这些挑战增加了对使用适当方法处理小样本量的需求,结构建模假设和更细致的决策规则,以得出关于比较和非比较功效/有效性的“最佳可用证据”。我们主张更多地使用贝叶斯方法来应对这些挑战,因为它们可以在灵活的建模假设下,促进跨不同数据源的高效透明的信息借用。概率敏感性分析评估模型假设,以及更细微的决策,其中有限的功率降低了经典频率假设测试的效用。我们说明了贝叶斯方法最近如何被用来克服HEOR罕见适应症的几个挑战,包括从外部数据源借用信息的方法,篮子试验的疗效评估,并将非随机研究纳入网络荟萃分析。最后,我们为HEOR从业者提供了一些建议,即如何正确使用贝叶斯方法来应对罕见疾病背景下的挑战.
    Evaluating efficacy and real-world effectiveness for novel therapies targeting rare mutations or patient subpopulations with unmet needs is a growing challenge in health economics and outcomes research (HEOR). In these settings it may be difficult to recruit enough patients to run adequately powered randomized clinical trials, resulting in greater reliance on single-arm trials or basket trial designs. Additionally, evidence networks for performing network meta-analysis may be sparse or disconnected when comparing available treatments in narrower patient populations. These challenges create an increased need for use of appropriate methods for handling small sample sizes, structural modelling assumptions and more nuanced decision rules to arrive at \"best-available evidence\" on comparative and non-comparative efficacy/effectiveness. We advocate for greater use of Bayesian methods to address these challenges as they can facilitate efficient and transparent borrowing of information across varied data sources under flexible modelling assumptions, probabilistic sensitivity analysis to assess model assumptions, and more nuanced decision-making where limited power reduces the utility of classical frequentist hypothesis testing. We illustrate how Bayesian methods have been recently used to overcome several challenges of rare indications in HEOR, including approaches to borrowing information from external data sources, evaluation of efficacy in basket trials, and incorporating non-randomized studies into network meta-analysis. Lastly, we provide several recommendations for HEOR practitioners on appropriate use of Bayesian methods to address challenges in the rare disease setting.
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  • 文章类型: Journal Article
    近年来,真实世界数据(RWD)和真实世界证据(RWE)在支持医学研究人员和监管机构的药物研发(R&D)方面引起了极大的兴趣。我国大力推进RWD/E在药品监管决策中的应用和发展。本研究旨在提供RWE如何为中国药品监管决策做出贡献的广泛概述。在本文中,我们回顾了RWD和RWE的发展,总结促进RWE应用的关键要素,介绍相关方法和准则,阐述了RWE在中国监管决策中的机遇和挑战,并提出了促进RWE在我国监管决策中的应用及进一步促进创新药物评价和监管的建议。
    Real-world data (RWD) and real-world evidence (RWE) have garnered great interest for supporting drug research and development (R&D) by medical researchers and regulators in recent years. The application and development of RWD/E in drug regulatory decision-making have been vigorously promoted in China. This study seeks to provide a broad overview of how RWE has been contributing to drug regulatory decisions in China. In this paper, we review the development of RWD and RWE, summarize key elements that promote application of RWE, introduce relevant methods and guidelines, elaborate on the opportunities and challenges of RWE in regulatory decision-making in China, and put forward suggestions to promote the application of RWE in China\'s regulatory decision-making and to further facilitate innovative drug evaluation and regulation.
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  • 文章类型: Journal Article
    背景:在接受口服抗凝剂(OAC)治疗的房颤(AF)患者中,存在可靠预测颅内出血(ICH)风险的未满足需求。
    目的:外部验证模型可改善ICH风险分层。
    方法:通过Cox比例风险模型确定与ICH相关的独立因素,使用来自GARFIELD-AF(全球房颤抗凝剂注册中心)和ORBIT-AF(更好的房颤知情治疗结果注册中心)注册中心的汇总数据。通过引导采样和来自丹麦国家患者登记册的独立数据开发并验证了预测模型。
    结果:在组合的训练数据集中,53878名抗凝患者中有284名在2年内出现ICH(0.31/100人年;95%置信区间[CI]:0.28-0.35)。ICH的独立预测因素包括:年龄较大,先前的中风或短暂性脑缺血发作,同时使用抗血小板(AP),和中度至重度慢性肾脏病(CKD)。与非VKA口服抗凝药(NOAC)相比,维生素K拮抗剂(VKAs)与ICH的风险显著增高相关(校正风险比:1.61;95%CI:1.25-2.08;p=.0002)。该模型在有和没有ICH的训练集中区分个体的能力是公平的(乐观校正的C统计量:0.68;95%CI:0.65-0.71),并且优于以前发表的三种方法。预测和观察到的ICH概率之间的校准在训练和验证数据集中都很好。
    结论:年龄,先前的缺血事件,伴随AP治疗,和CKD是抗凝房颤患者发生ICH的重要危险因素。此外,与NOAC相比,接受VKA的患者ICH更常见。经过验证的新模型是减轻这种潜在致命并发症的一步。
    BACKGROUND: An unmet need exists to reliably predict the risk of intracranial hemorrhage (ICH) in patients with atrial fibrillation (AF) treated with oral anticoagulants (OACs).
    OBJECTIVE: An externally validated model improves ICH risk stratification.
    METHODS: Independent factors associated with ICH were identified by Cox proportional hazard modeling, using pooled data from the GARFIELD-AF (Global Anticoagulant Registry in the FIELD-Atrial Fibrillation) and ORBIT-AF (Outcomes Registry for Better Informed Treatment of Atrial Fibrillation) registries. A predictive model was developed and validated by bootstrap sampling and by independent data from the Danish National Patient Register.
    RESULTS: In the combined training data set, 284 of 53 878 anticoagulated patients had ICH over a 2-year period (0.31 per 100 person-years; 95% confidence interval [CI]: 0.28-0.35). Independent predictors of ICH included: older age, prior stroke or transient ischemic attack, concomitant antiplatelet (AP) use, and moderate-to-severe chronic kidney disease (CKD). Vitamin K antagonists (VKAs) were associated with a significantly higher risk of ICH compared with non-VKA oral anticoagulants (NOACs) (adjusted hazard ratio: 1.61; 95% CI: 1.25-2.08; p = .0002). The ability of the model to discriminate individuals in the training set with and without ICH was fair (optimism-corrected C-statistic: 0.68; 95% CI: 0.65-0.71) and outperformed three previously published methods. Calibration between predicted and observed ICH probabilities was good in both training and validation data sets.
    CONCLUSIONS: Age, prior ischemic events, concomitant AP therapy, and CKD were important risk factors for ICH in anticoagulated AF patients. Moreover, ICH was more frequent in patients receiving VKA compared to NOAC. The new validated model is a step toward mitigating this potentially lethal complication.
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  • 文章类型: Journal Article
    呼吸道过敏,通常表现为过敏性鼻炎(AR)和哮喘,是一种慢性进行性疾病,通常始于儿童时期。过敏免疫疗法(AIT)是呼吸道过敏的唯一病因治疗方法,有可能改变过敏的根本原因,最终,防止疾病进展。该分析旨在确定AIT是否足够早地接受以阻止过敏性疾病的进展。通过在现实生活中的临床实践中描述AIT开始之前儿童的疾病负担和进展。
    变态反应免疫疗法的REAl-world有效性研究(REACT)是一项大型回顾性队列研究,使用2007年至2017年之间的德国索赔数据。来自REACT研究的两个预定义AIT年龄组的特征-儿童(年龄<18岁)和成人(年龄≥18岁)-在第一个AIT处方之前的1年内进行了评估。为了比较,纳入所有确诊为AR且无AIT处方的受试者的对照组.使用特应性合并症的诊断代码评估疾病负担[例如,特应性皮炎(AD),哮喘,和急性过敏性结膜炎]和非特应性合并症(例如,偏头痛,头痛);药物使用,记录为缓解症状的AR药物和缓解/控制哮喘药物的处方,也进行了评估。数据进行了描述性分析,使用汇总统计数据。
    与未接受AIT治疗的AR患者相比,儿童(n=11,036)和成人(n=30,037)在AIT开始前表现出更高的特应性合并症患病率和更大的药物负担(n=1,003,332)。在两个特定年龄的AIT队列中,与成人相比,儿童始终表现出最高的特应性合并症患病率(AIT儿童,AIT成人-哮喘:41.4%,34.5%;AD:19.9%,10.2%;急性过敏性结膜炎:13.6%,10.2%)。一般来说,开始AIT的儿童每年缓解症状的AR和哮喘治疗的处方也较高。成人(AIT儿童,AIT成人-每位受试者的AR处方:1.72,0.73;每位受试者的哮喘处方:1.42,0.79)。
    在现实生活中获得AIT的AR儿童在开始之前表现出相当大的疾病负担。由于AIT可以减轻过敏性疾病的负担并阻止其进展,在病程早期考虑AIT可能是必要的.
    UNASSIGNED: Respiratory allergy, commonly manifesting as allergic rhinitis (AR) and asthma, is a chronic progressive disease that frequently starts in childhood. Allergy immunotherapy (AIT) is the only causal treatment for respiratory allergy with the potential to modify the underlying cause of allergy and, ultimately, prevent disease progression. This analysis aimed to determine if AIT is received sufficiently early to halt the progression of allergic disease, by characterizing the burden and progression of disease in children prior to AIT initiation in real-life clinical practice.
    UNASSIGNED: The REAl-world effeCtiveness in allergy immunoTherapy (REACT) study was a large retrospective cohort study using German claims data between 2007 and 2017. Characteristics of two pre-defined AIT age cohorts from the REACT study - children (aged <18 years) and adults (aged ≥18 years) - were evaluated during the 1-year period before the first AIT prescription. For comparison, a control group of all subjects with a confirmed diagnosis of AR and without prescriptions for AIT was included. Burden of disease was assessed using diagnostic codes for atopic comorbidities [e.g., atopic dermatitis (AD), asthma, and acute allergic conjunctivitis] and non-atopic comorbidities (e.g., migraine, headache); medication use, recorded as prescriptions for symptom-relieving AR medication and reliever/controller medication for asthma, was also assessed. Data were analyzed descriptively, using summary statistics.
    UNASSIGNED: Both children (n = 11,036) and adults (n = 30,037) showed a higher prevalence of atopic comorbidities and a greater drug burden prior to AIT initiation compared to AR patients not treated with AIT (n = 1,003,332). In the two age-specific AIT cohorts, children consistently showed the highest prevalence of atopic comorbidities compared to adults (AIT children, AIT adults - asthma: 41.4%, 34.5%; AD: 19.9%, 10.2%; acute allergic conjunctivitis: 13.6%, 10.2%). Generally, prescriptions per year for symptom-relieving AR and asthma treatments were also higher for children initiating AIT vs. adults (AIT children, AIT adults - AR prescriptions per subject: 1.72, 0.73; asthma prescriptions per subject: 1.42, 0.79).
    UNASSIGNED: Children with AR who are offered AIT in real-life show considerable disease burden prior to initiation. As AIT may alleviate the burden and halt the progression of allergic disease, considering AIT earlier in the disease course may be warranted.
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