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RegionSizeR- A Novel App for Regional Sample Size Planning in MRCTs. RegionSizeR--用于 MRCT 中区域样本量规划的新型应用程序。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-08 DOI: 10.1007/s43441-024-00679-6
Guannan Sun, Xin Sun, Huijuan Su, Yuqin Liao, Di Wei, Hanqing Ma, Xinyu Li, Ran Fan, Xiaowei Ren

In multi-regional clinical trials, planning the sample size for participating regions is essential for the evaluation of the treatment effect consistency across regions. Based on the MRCT design and sample size allocation to regions, consistency probability is usually used to predict the consistent trend between regions and the overall population, while preserving a certain proportion of the overall treatment effect. Specific enrollment characteristics in a region of interest should also be considered during the time of the sample size planning. To facilitate efficient and harmonized regional sample size planning, we have developed RegionSizeR, a comprehensive and user-friendly interactive web-based R shiny application that can be obtained from https://github.com/rsr-ss/RegionSizeR . This simulation-based app can serve as an initial point for discussions on sample size allocation plans, following preservation of treatment effect method in ICH E17. The app accommodates various types of endpoints and designs, including continuous, binary, and time-to-event endpoints, for superiority, non-inferiority, and MCP-Mod designs. To ensure the validity of this app, independent testing is conducted allowing a discrepancy of no more than 1% across all results considering various scenarios.

在多地区临床试验中,规划参与地区的样本量对于评价各地区治疗效果的一致性至关重要。根据 MRCT 的设计和各地区样本量的分配,一致性概率通常用于预测各地区与总体之间的一致性趋势,同时保留一定比例的总体治疗效果。在规划样本量时,还应考虑相关地区的具体入组特征。为了促进高效、统一的地区样本量规划,我们开发了 RegionSizeR,这是一个全面、用户友好的交互式网络 R 闪应用程序,可从 https://github.com/rsr-ss/RegionSizeR 上获取。这一基于模拟的应用程序可作为讨论样本量分配计划的初始点,并遵循 ICH E17 中的治疗效果保留方法。该应用程序适用于各种类型的终点和设计,包括连续终点、二元终点和时间到事件终点,适用于优效、非劣效和 MCP-Mod 设计。为确保该应用程序的有效性,我们进行了独立测试,在考虑各种情况的所有结果中,允许差异不超过 1%。
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引用次数: 0
Public Perspectives on Direct-to-Consumer Testing Oversight. 公众对直接面向消费者的测试监督的看法。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-17 DOI: 10.1007/s43441-024-00685-8
Sharon Jiang, David Lebo, Thomas Schultz

The FDA published a final rule for Medical Devices; Laboratory Developed Tests in the Federal Register on May 6, 2024, which aims to ensure the safety and effectiveness of laboratory developed tests (LDTs) by amending current regulations. The rule also includes a policy to phase out the FDA's general enforcement discretion approach for LDTs, aligning them with other In Vitro Diagnostic Devices. Notably, direct-to-consumer (DTC) testing is exempt from this policy shift, as the FDA believes this category of tests has already met applicable requirements. This rule was first proposed in the Federal Register on October 3, 2023. The publication of this proposed rule sparked a considerable volume of public reactions during the comment period of the rule-making process, comprising general sentiment, key concerns, and suggestions. This commentary analyzes these concerns, particularly focusing on DTC tests, and offers recommendations, including reassessing the FDA's enforcement discretion for hybrid DTC tests, advocating for clear guidance on clinical oversight, and prioritizing a risk-based enforcement approach. Additionally, enhancing public education about the risks of DTC testing is crucial for safeguarding public health.

美国食品和药物管理局于 2024 年 5 月 6 日在《联邦公报》上发布了《医疗器械;实验室开发的测试》最终规则,旨在通过修订现行法规,确保实验室开发的测试 (LDT) 的安全性和有效性。该规则还包括一项政策,逐步取消食品及药物管理局对 LDT 的一般执法裁量权,使其与其他体外诊断设备保持一致。值得注意的是,直接面向消费者(DTC)的检测不受这一政策转变的影响,因为 FDA 认为这类检测已经达到了适用的要求。该规则于 2023 年 10 月 3 日首次在《联邦公报》上提出。在规则制定过程的评论期内,该拟议规则的公布引发了大量的公众反应,包括普遍情绪、主要关切和建议。本评论分析了这些关注点,尤其侧重于 DTC 测试,并提出了建议,包括重新评估 FDA 对混合 DTC 测试的执法自由裁量权、倡导对临床监督的明确指导,以及优先采用基于风险的执法方法。此外,加强有关 DTC 检测风险的公众教育对于保障公众健康至关重要。
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引用次数: 0
Efficiency of eSource Direct Data Capture in Investigator-Initiated Clinical Trials in Oncology. 肿瘤学研究者发起的临床试验中 eSource 直接数据采集的效率。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-07-02 DOI: 10.1007/s43441-024-00671-0
Hiroko Yaegashi, Yukikazu Hayashi, Makoto Takeda, Shih-Wei Chiu, Haruhiko Nakayama, Hiroyuki Ito, Atsushi Takano, Masahiro Tsuboi, Koji Teramoto, Hiroyuki Suzuki, Tatsuya Kato, Hiroshi Yasui, Fumitaka Nagamura, Yataro Daigo, Takuhiro Yamaguchi

Background: Clinical trials have become larger and more complex. Thus, eSource should be used to enhance efficiency. This study aimed to evaluate the impact of the multisite implementation of eSource direct data capture (DDC), which we define as eCRFs for direct data entry in this study, on efficiency by analyzing data from a single investigator-initiated clinical trial in oncology.

Methods: Operational data associated with the targeted study conducted in Japan was used to analyze time from data occurrence to data entry and data finalization, and number of visits to the site and time spent at the site by clinical research associates (CRAs). Additionally, simulations were performed on the change in hours at the clinical sites during the implementation of eSource DDC.

Results: No difference in time from data occurrence to data entry was observed between the DDC and the transcribed data fields. However, the DDC fields could be finalized 4 days earlier than the non-DDC fields. Additionally, although no difference was observed in the number of visits for source data verification (SDV) by CRAs, a comparison among sites that introduced eSource DDC and those that did not showed that the time spent at the site for SDV was reduced. Furthermore, the simulation results indicated that even a small amount of data to be collected or a small percentage of DDC-capable items may lead to greater efficiency when the number of subjects per site is significant.

Conclusions: The implementation of eSource DDC may enhance efficiency depending on the study framework and type and number of items to be collected.

背景:临床试验的规模越来越大,也越来越复杂。因此,应使用 eSource 来提高效率。本研究旨在通过分析一项由研究者发起的肿瘤学临床试验的数据,评估多站点实施 eSource 直接数据采集(DDC)对效率的影响:方法:使用在日本开展的目标研究的相关操作数据,分析从数据发生到数据录入和数据最终完成的时间,以及临床研究助理(CRA)访问现场的次数和在现场花费的时间。此外,还对实施 eSource DDC 期间临床研究机构的工作时间变化进行了模拟:结果:DDC 和转录数据字段从数据发生到数据录入的时间没有差异。但是,DDC 字段比非 DDC 字段提前 4 天完成。此外,虽然在 CRA 进行源数据验证(SDV)的访问次数上没有发现差异,但对引入 eSource DDC 和未引入 eSource DDC 的站点进行比较后发现,在站点进行 SDV 所花费的时间有所减少。此外,模拟结果表明,当每个站点的受试者数量较多时,即使需要收集的数据量较少或支持 DDC 的项目比例较低,也能提高效率:实施 eSource DDC 可能会提高效率,这取决于研究框架以及需要收集的项目类型和数量。
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引用次数: 0
Correction: Advanced Regenerative Medicines for Rare Diseases: A Review of Industry Sponsors Investment Motivations. 更正:治疗罕见病的先进再生药物:行业赞助商投资动机回顾。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 DOI: 10.1007/s43441-024-00699-2
Ubaka Ogbogu, Anja Nel
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引用次数: 0
Capacity Assessment of the National Medicines Regulatory Authority in a Low -Income Country. 低收入国家国家药品管理局的能力评估。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-04 DOI: 10.1007/s43441-024-00683-w
Fawzi Thomas, Onome T Abiri, Thomas A Conteh, Olufunsho Awodele

Background: Access to medical products of the required efficacy, quality and safety is essential for everyone's health and wellbeing. To achieve this milestone, every country needs a robust and strong performing National Regulatory Authority (NRA) that is independent and outcome oriented. With the help of the World Health Organization (WHO), the global benchmarking tool is the gold standard used to assess the regulatory capacity of NRAs.

Objectives: This study assessed the capacity of the National Medicines Regulatory Authority in Sierra Leone to perform its regulatory functions.

Methods: This descriptive cross-sectional study used both qualitative and quantitative approaches. A self-administered questionnaire was used for the quantitative approach, and the qualitative aspect consisted of a desk review looking at key regulatory documents such as laws, regulations, policies, guidelines, standard operating procedures and reports. The data collection tool used was the WHO global benchmarking tool (GBT) for "Evaluation of National Regulatory System of Medical Product Version VI.

Results: The majority of the participants had a postgraduate degree (60%), and 72% had over 10 years of experience working at the NRA. Out of 251 sub-indicators assessed, 85 (34%) sub-indicators were fully implemented. Of the eight (8) functions assessed, sub-indicators related to clinical trial oversight and vigilance were the most implemented, with 67% and 62%, respectively. Of the 9 indicators assessed, 79% of the sub-indicators that are related to quality and risk management were implemented. The results of this study showed that PBSL operates at maturity level 1. The absence of laws and regulations that give PBSL the mandate to perform its regulatory functions was a major challenge even though other indicators were met. The study reported other challenges toward effective functioning, including but not limited to a lack of sufficient staff, weak enforcement of the sale of medicines and a poorly equipped quality control laboratory.

背景:获得具有所需疗效、质量和安全性的医疗产品对每个人的健康和福祉都至关重要。要实现这一里程碑,每个国家都需要有一个独立且以结果为导向的、稳健而强大的国家监管机构(NRA)。在世界卫生组织(WHO)的帮助下,全球基准工具成为评估国家药品监管局监管能力的黄金标准:本研究评估了塞拉利昂国家药品管理局履行监管职能的能力:这项描述性横断面研究采用了定性和定量两种方法。定量方法采用自填式调查问卷,定性方法包括案头审查关键监管文件,如法律、法规、政策、指南、标准操作程序和报告。所使用的数据收集工具是世界卫生组织的全球基准工具(GBT)"医疗产品国家监管体系评估第六版":大多数参与者拥有研究生学位(60%),72%的参与者拥有 10 年以上的国家药品监管局工作经验。在所评估的 251 项子指标中,有 85 项子指标(34%)得到了全面实施。在所评估的 8 项职能中,与临床试验监督和警惕性有关的次级指标的实施率最高,分别为 67% 和 62%。在评估的 9 项指标中,与质量和风险管理有关的次级指标有 79% 得到了落实。研究结果表明,PBSL 的运作成熟度为 1 级。尽管其他指标均已达到,但缺乏授权 PBSL 履行监管职能的法律法规仍是一大挑战。该研究报告还指出了在有效运作方面面临的其他挑战,包括但不限于缺乏足够的工作人员、药品销售执法不力以及质量控制实验室设备简陋。
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引用次数: 0
A Global Industry Survey on Post-Approval Change Management and Use of Reliance. 关于批准后变更管理和使用可靠性的全球行业调查。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-23 DOI: 10.1007/s43441-024-00681-y
Andrew Deavin, Aliyah Hossain, Isabelle Colmagne-Poulard, Kum Cheun Wong, Mónica Perea-Vélez, Sonia Cappellini, Susanne Ausborn, Sylvie Meillerais, Céline Bourguignon

Post-approval changes (PACs) to the control and manufacturing processes of medicines and vaccines are routinely undertaken and critical to enable both innovation and secure sustained supply. In a world of global supply chains, the existence of divergent national PAC requirements (with additional countries introducing new requirements with potential differences) and other factors including document preparation and response timelines, can lead to long delays in approval (of up to 3-5 years) increasing the risk of disruption and shortages.We undertook an Industry survey in 2023 to assess implementation of ICH Q12, PAC procedures (change categorisation and review timelines) and use of reliance mechanisms across different countries (9 selected ICH Members and 19 Observers). Although this survey revealed limited implementation of Q12 in ICH Member countries, when comparing the data collected with those of a previous survey performed in 2020, we observed a broader adoption of risk-based approaches to variation categorisation (in all countries). This, however, was not reflected in improved timelines for approval.With regards to ICH Q12 adoption, the uptake of Post-Approval Change Management Protocols (PACMPs) was unchanged (with only one country reporting in-use) and implementation gaps were evident for Established Conditions (EC) and the Product Life Cycle Management document (PLCM). The survey found greater awareness of ICH Q12 and its tools compared to 2020, potentially illustrating the positive impact of training efforts. This illustrates the challenges being faced to broaden its implementation and use globally.In the same Industry survey, we also assessed PAC processes across different international countries. Long unpredictable timelines were the major concern across the countries surveyed together with limited capacity of the regulators. Four different CMC changes were selected and categorized by the respondents according to current knowledge of national classifications and timelines in the selected countries and compared with a reference classification and timeline from the European Medicines Agency and the World Health Organisation. This highlighted the lack of harmonisation of many countries with EU/WHO requirements, especially within the ICH Observer group.Last, this survey showed that some use of unilateral forms of reliance to Reference Authorities for PACs is starting. This is a mechanism all countries can employ, regardless of convergence of requirements and expertise, to enhance capacity building and reduce duplication of reviews, streamline variations approval, whilst accelerating patient access to innovation and securing supply.

对药品和疫苗的控制和生产流程进行批准后变更 (PAC) 是一项例行工作,对于实现创新和确保持续供应至关重要。我们在 2023 年开展了一项行业调查,以评估 ICH Q12、PAC 程序(变更分类和审查时限)的实施情况以及不同国家(9 个选定的 ICH 成员和 19 个观察员)对依赖机制的使用情况。虽然此次调查显示 ICH 成员国对 Q12 的实施有限,但将收集到的数据与 2020 年进行的上一次调查的数据进行比较时,我们发现(所有国家)更广泛地采用了基于风险的变更分类方法。关于 ICH Q12 的采用情况,批准后变更管理规程 (PACMP) 的采用率没有变化(只有一个国家报告正在使用),既定条件 (EC) 和产品生命周期管理文件 (PLCM) 的实施差距明显。调查发现,与 2020 年相比,人们对 ICH Q12 及其工具的认识有所提高,这可能说明了培训工作的积极影响。在同一项行业调查中,我们还评估了不同国家的 PAC 流程。在同一项行业调查中,我们还评估了不同国际国家的 PAC 流程。在接受调查的国家中,不可预测的冗长时间表以及监管机构的有限能力是主要问题。受访者根据目前对所选国家分类和时间表的了解,选择了四种不同的 CMC 更改并进行了分类,然后与欧洲药品管理局和世界卫生组织的参考分类和时间表进行了比较。最后,本次调查显示,一些国家开始采用单边形式依赖 PAC 参考机构。无论要求和专业知识是否趋同,所有国家都可以采用这种机制来加强能力建设,减少重复审查,简化变异审批,同时加快患者对创新药物的使用并确保供应。
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引用次数: 0
Publisher Correction: Capacity Assessment of the National Medicines Regulatory Authority in a Low -Income Country. 出版商更正:低收入国家国家药品管理局的能力评估。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 DOI: 10.1007/s43441-024-00687-6
Fawzi Thomas, Onome T Abiri, Thomas A Conteh, Olufunsho Awodele
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引用次数: 0
Estimand Framework and Statistical Considerations for Integrated Analysis of Clinical Trial Safety Data. 临床试验安全性数据综合分析的估计值框架和统计考虑因素。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-31 DOI: 10.1007/s43441-024-00691-w
Katarina Hedman, George Kordzakhia, Hongjian Li, Per Nyström

Background: Safety analyses play a pivotal role in drug development, ensuring the protection of patients while advancing innovative pharmaceuticals to market. A single study generally does not have sufficient sample size to evaluate all important safety events with reasonable precision and may not cover the full target population for the investigational treatment. Integrated analyses (pooled or meta-analysis) over several studies may be helpful in that regard. But without a structured conscious workflow accompanied with appropriate statistical methods for the integrated analysis, this can easily take a route compromising the interpretation.

Methods: In this article we apply the ICH estimand framework to clinical trial integration and summarize respective critical statistical assumptions to ensure the integrated analyses are interpretable.

Results: The estimand framework is valuable for developing principles for a deeper understanding of the critical statistical aspects of planning an integrated safety analysis. Our principles address the clinical question of interest, estimand and estimation. Special focus was given to the criteria for inclusion and exclusion of the component studies in the integrated analysis, and to integration of estimates pertaining to signal detection.

Conclusion: Performing an integrated analysis and its preparatory steps calls for a good understanding of the clinical question of interest and its estimand, care and sound practice, to enable interpretation and avoid introducing unnecessary bias. It is valuable to use the estimand framework not only for efficacy evaluations, but also for safety evaluations in clinical trials and for integrated safety analyses.

背景:安全性分析在药物开发过程中起着举足轻重的作用,它能确保对患者的保护,同时将创新药物推向市场。单项研究通常没有足够的样本量来合理精确地评估所有重要的安全性事件,而且可能无法涵盖研究治疗的全部目标人群。在这方面,对多项研究进行综合分析(集合分析或荟萃分析)可能会有所帮助。但是,如果没有一个结构化的有意识的工作流程,同时没有适当的统计方法来进行综合分析,这就很容易影响解释:在本文中,我们将 ICH 估计指标框架应用于临床试验整合,并总结了各自的关键统计假设,以确保整合分析具有可解释性:结果:"估计值 "框架对于制定原则以深入理解规划综合安全性分析的关键统计方面很有价值。我们的原则涉及感兴趣的临床问题、估算和估算。我们特别关注了在综合分析中纳入和排除组成部分研究的标准,以及与信号检测有关的估算的整合:结论:进行综合分析及其准备步骤需要充分了解相关临床问题及其估计指标、谨慎和合理的做法,以便进行解释并避免引入不必要的偏差。使用估计值框架不仅对疗效评价有价值,对临床试验中的安全性评价和综合安全性分析也有价值。
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引用次数: 0
Insights into Early Interactions on Innovative Developments with European Regulators. 与欧洲监管机构就创新发展进行早期互动的启示。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-30 DOI: 10.1007/s43441-024-00686-7
David W Uster, Valentina Cordo', Emmanuel Cormier, Falk Ehmann

Introduction: The European Medicines Agency Innovation Task Force (ITF) acts as early point of contact for medicine and technology developers to enable innovation during early drug development stages through ITF briefing meetings.

Aim: To reflect on the current pace of innovation and to assess the potential of ITF stakeholder interactions, a comprehensive analysis of the ITF briefing meetings held between 2021 and 2022 was conducted with a focus on individual questions raised by the developers and the related feedback provided by the European regulators.

Methods: Questions raised during ITF briefing meetings were extracted and categorised into main and sub-categories, revealing different themes across the whole medicine development process such as manufacturing technologies, pre-clinical developments, and clinically relevant questions.

Results: There was positive feedback from regulators who gave initial guidance in 85% of the answers, provided concrete examples in 20% of the answers and recommended to continue discussions through additional regulatory procedures in 22% of the answers.

Conclusion: This analysis frames the content and the type of topics discussed during ITF briefing meetings. Moreover, it describes the type of regulatory feedback provided to medicine developers and identified potential for improvement of these early interactions. Therefore, this analysis emphasises the role of ITF briefing meetings in fostering innovation in medicine.

简介:目的:为了反思当前的创新步伐并评估 ITF 利益相关者互动的潜力,我们对 2021 年至 2022 年期间举行的 ITF 简报会进行了全面分析,重点关注开发人员提出的个别问题以及欧洲监管机构提供的相关反馈:方法:提取 ITF 简报会上提出的问题,并将其分为大类和小类,揭示了整个药品开发过程中的不同主题,如制造技术、临床前开发和临床相关问题:结果:监管机构给予了积极的反馈,在 85% 的答复中提供了初步指导,在 20% 的答复中提供了具体实例,在 22% 的答复中建议通过额外的监管程序继续讨论:本分析报告概括了 ITF 简报会讨论的内容和主题类型。此外,它还描述了向药品开发商提供的监管反馈类型,并确定了这些早期互动的改进潜力。因此,本分析强调了 ITF 简报会在促进医药创新方面的作用。
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引用次数: 0
Delta Inflation, Optimism Bias, and Uncertainty in Clinical Trials. 临床试验中的德尔塔膨胀、乐观偏差和不确定性。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-09-06 DOI: 10.1007/s43441-024-00697-4
Charles C Liu, Peiwen Wu, Ron Xiaolong Yu

The phenomenon of delta inflation, in which design treatment effects tend to exceed observed treatment effects, has been documented in several therapeutic areas. Delta inflation has often been attributed to investigators' optimism bias, or an unwarranted belief in the efficacy of new treatments. In contrast, we argue that delta inflation may be a natural consequence of clinical equipoise, that is, genuine uncertainty about the relative benefits of treatments before a trial is initiated. We review alternative methodologies that can offer more direct evidence about investigators' beliefs, including Bayesian priors and forecasting analysis. The available evidence for optimism bias appears to be mixed, and can be assessed only where uncertainty is expressed explicitly at the trial design stage.

德尔塔膨胀现象是指设计的治疗效果往往超过观察到的治疗效果,这种现象在多个治疗领域都有记录。德尔塔膨胀通常被归咎于研究者的乐观偏差,或对新疗法疗效的无端相信。与此相反,我们认为德尔塔膨胀可能是临床等效的自然结果,即在试验开始之前,治疗的相对效益确实存在不确定性。我们回顾了可提供有关研究者信念的更直接证据的替代方法,包括贝叶斯先验和预测分析。关于乐观偏倚的现有证据似乎好坏参半,只有在试验设计阶段明确表达不确定性时才能对其进行评估。
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引用次数: 0
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Therapeutic innovation & regulatory science
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