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A Regulatory Perspective on a UK Federated Data Network for Medicines and Medical Devices: Lessons from a 'Study-A-Thon'. 英国联邦药品和医疗器械数据网络的监管视角:来自“研究马拉松”的经验教训。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-08-19 DOI: 10.1007/s43441-025-00854-3
Helen P Booth, John Connelly, Daniel Dedman, Katherine Donegan, Alison Cave

Internationally, medical regulators are seeking to make better use of real-world data (RWD) to support their decision making. While the UK National Health Service collects population-wide cradle-to-grave data, challenges remain around siloing, interoperability and access to data across different care settings. In 2023, a `Study-A-Thon' was held to explore how mobilisation of a UK distributed data network might be used to generate real-world evidence (RWE) for regulatory purposes by increasing availability of RWD in a timely manner. Two research questions focusing on high-priority data gaps (medical devices and secondary care prescribing) were selected as case studies to support this work. This paper summarises details of the Study-A-Thon and discusses key learnings for the UK's Medicines and Healthcare products Regulatory Agency (MHRA), UK stakeholders and international partners to reflect on when developing and implementing RWD strategies. Shortcomings of the data are discussed, such as a lack of follow-up for patients across care settings and the need to develop common data models to capture relevant information on medical product utilisation. The importance of local data and clinical expertise for success is highlighted, from encouraging better data collection at point of care through to appropriate interpretation of results. Successful delivery of results for both studies supports the view that, with further development, a UK federated data model could enhance national regulatory decision-making across the product lifecycle.

在国际上,医疗监管机构正在寻求更好地利用真实世界数据(RWD)来支持其决策。虽然英国国家卫生服务系统收集了全国人口从摇篮到坟墓的数据,但在不同护理环境中的数据孤岛化、互操作性和访问方面仍然存在挑战。2023年,举办了一场“Study-A-Thon”活动,探讨如何通过及时提高RWD的可用性,利用英国分布式数据网络的动员来生成用于监管目的的真实世界证据(RWE)。两个重点关注高优先级数据缺口(医疗设备和二级保健处方)的研究问题被选为案例研究来支持这项工作。本文总结了研究马拉松的细节,并讨论了英国药品和保健产品监管机构(MHRA)、英国利益相关者和国际合作伙伴在制定和实施RWD战略时反思的关键经验。讨论了数据的缺点,例如缺乏对患者在整个护理环境中的随访,以及需要开发通用数据模型以获取医疗产品使用情况的相关信息。从鼓励在护理点更好地收集数据到适当地解释结果,强调了当地数据和临床专业知识对成功的重要性。两项研究结果的成功交付支持了这样一种观点,即随着进一步的发展,英国联合数据模型可以增强整个产品生命周期的国家监管决策。
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引用次数: 0
BOP2-Comb: Bayesian Optimal Phase II Design for Optimizing Doses and Assessing Contribution of Components in Drug Combinations. BOP2-Comb:贝叶斯优化第二期设计,用于优化剂量和评估药物组合中各成分的贡献。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-08-19 DOI: 10.1007/s43441-025-00860-5
Xiaohan Chi, Ying Yuan, Ruitao Lin

Background: Personalized cancer treatment using combination therapies offers substantial therapeutic benefits over single-agent treatments in most cancers. However, unmet clinical needs and increasing market competition pressure drug developers to quickly optimize combination doses and clearly demonstrate the contribution of each component when developing and evaluating new combination treatments.

Methods: We propose a Bayesian optimal phase II drug-combination (BOP2-Comb) design that optimizes the combination dose and evaluates the proof-of-concept as well as the contribution of each component in two seamless stages. Our optimal calibration scheme minimizes the total trial sample size while controlling incorrect decision rates at nominal levels. This calibration procedure is Monte Carlo simulation-free and provides a theoretical guarantee of false-positive control.

Results: We demonstrate the superior finite-sample operating characteristics of the proposed design through extensive simulations, achieving reduced sample sizes and improved control of both correct and incorrect decision rates compared to existing approaches. To illustrate its utility, we apply the BOP2-Comb design to redesign a real phase II trial evaluating the combination therapy of bevacizumab and lomustine.

Conclusions: The BOP2-Comb design provides a valuable framework for designing future randomized phase II trials of combination therapies, particularly when both dose optimization and assessment of component contributions are required.

背景:在大多数癌症中,使用联合治疗的个性化癌症治疗比单药治疗提供了实质性的治疗益处。然而,未满足的临床需求和日益激烈的市场竞争迫使药物开发人员在开发和评估新的联合治疗时快速优化联合剂量并清楚地展示每种成分的贡献。方法:我们提出了一个贝叶斯优化二期联合药物(BOP2-Comb)设计,优化联合剂量,评估概念验证以及每个成分在两个无缝阶段的贡献。我们的最佳校准方案最小化总试验样本量,同时在标称水平上控制不正确的决策率。该校准过程不需要蒙特卡罗模拟,为误报控制提供了理论保证。结果:与现有方法相比,我们通过广泛的模拟证明了所提出设计的优越有限样本操作特性,实现了减少样本量和改进对正确和错误决策率的控制。为了说明其效用,我们应用BOP2-Comb设计重新设计了一个评估贝伐单抗和洛莫司汀联合治疗的真实II期试验。结论:BOP2-Comb设计为设计未来联合治疗的随机II期试验提供了一个有价值的框架,特别是在需要剂量优化和成分贡献评估时。
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引用次数: 0
Regulatory Experiences with the Use of Multiple Imputation for Missing Data in a Phase 3 Confirmatory Trial. 在3期验证性试验中对缺失数据使用多重归算的监管经验。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-10-10 DOI: 10.1007/s43441-025-00872-1
Mouna Sassi-Sayadi, Pierre Verweij, Peter Cornelisse

The Mixed Model for Repeated Measures (MMRM) is widely used in clinical trials, however, its reliance on the Missing at Random (MAR) assumption and the exclusion of subjects lacking post-baseline data have been points of scrutiny, particularly due to misalignment with the Intent-to-Treat (ITT) principle. This paper presents an application of Multiple Imputation (MI) to address missing data in a hypertension clinical trial and discusses the subsequent interactions with regulatory authorities requesting additional analyses predominantly based on a Missing not at Random (MNAR) assumption. While MNAR-based approaches have been traditionally used for sensitivity analyses, we present an example demonstrating that regulatory agencies are increasingly expecting their integration into primary analyses.

重复测量混合模型(MMRM)广泛用于临床试验,然而,它对随机缺失(MAR)假设的依赖以及对缺乏基线后数据的受试者的排除一直是审查的重点,特别是由于与意向治疗(ITT)原则不一致。本文介绍了多重输入(MI)的应用,以解决高血压临床试验中缺失的数据,并讨论了随后与监管机构的互动,要求主要基于非随机缺失(MNAR)假设进行额外的分析。虽然基于mnar的方法传统上用于敏感性分析,但我们提出的一个例子表明,监管机构越来越期望将其整合到初级分析中。
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引用次数: 0
Exploring Diabetes Clinical Trial Participation: A Diverse Group Interview Study. 探索糖尿病临床试验参与:一项不同的小组访谈研究。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-08-30 DOI: 10.1007/s43441-025-00867-y
Deborah A Taira, Kauilaonālani Tengan, Julia Takata, Cody Porter, Mona Shing Ranken, Tetine L Sentell, Todd B Seto

Background: Clinical trial participation is critical for ensuring new medical treatments are safe and effective for all populations. Native Hawaiian (NH), Pacific Islander (PI), and Filipino individuals experience a disproportionate burden of type 2 diabetes yet remain underrepresented in clinical trials. The primary objective was to generate insights into the motivations, barriers, and communication preferences around clinical trial participation among hospitalized patients from diverse racial/ethnic backgrounds, particularly groups that have been historically underrepresented in research.

Methods: We conducted in-person, semi-structured interviews with 56 hospitalized patients at a medical center in Hawai'i. Participants ranked reasons for joining or not joining a clinical trial and responded to open-ended questions. Quantitative data were summarized descriptively. Qualitative responses were analyzed using Rapid Qualitative Analysis and organized by race/ethnicity.

Results: While 84% expressed willingness to join a trial, most had never been asked. NH participants prioritized helping their community and accessing new treatments. PI participants emphasized helping their doctor and advancing science. Filipino participants valued new treatments and contributing to science. White participants ranked financial incentives and community benefit. Major barriers included concerns about unknown medication risks, lack of understanding, and mistrust-particularly among PI and Filipino participants. Many NH and PI participants noted that helping family members was a key motivator. Across all groups, preferred communication strategies included physician referrals, text messaging, and physical mail.

Conclusion: Tailored recruitment strategies emphasizing family and community benefits, involvement of trusted local providers, and culturally relevant communication may enhance clinical trial participation among underrepresented populations with type 2 diabetes.

背景:临床试验的参与对于确保新的医学治疗对所有人群安全有效至关重要。夏威夷原住民(NH)、太平洋岛民(PI)和菲律宾人经历了不成比例的2型糖尿病负担,但在临床试验中仍未得到充分代表。主要目的是深入了解来自不同种族/民族背景的住院患者参与临床试验的动机、障碍和沟通偏好,特别是历史上在研究中代表性不足的群体。方法:我们对夏威夷一家医疗中心的56名住院患者进行了面对面的半结构化访谈。参与者对参加或不参加临床试验的原因进行排序,并回答开放式问题。定量数据进行描述性总结。使用快速定性分析对定性反应进行分析,并按种族/民族组织。结果:虽然84%的人表示愿意参加试验,但大多数人从未被要求参加试验。NH参与者优先考虑帮助他们的社区和获得新的治疗方法。PI参与者强调帮助他们的医生和推进科学。菲律宾参与者重视新的治疗方法和对科学的贡献。白人参与者对经济激励和社区利益进行了排名。主要障碍包括对未知药物风险的担忧、缺乏理解和不信任——特别是在PI和菲律宾参与者中。许多NH和PI参与者指出,帮助家庭成员是一个关键的动力。在所有人群中,首选的沟通策略包括医生推荐、短信和实体邮件。结论:量身定制的招募策略强调家庭和社区利益,值得信赖的当地提供者的参与,以及文化相关的交流,可以提高代表性不足的2型糖尿病患者的临床试验参与。
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引用次数: 0
Implementation of Established Conditions and Use of Quality by Design Principles during Drug Development: Status in the US, EU, and Japan. Data from a Survey Conducted by the Japan Pharmaceutical Manufacturers Association (JPMA). 药物开发过程中既定条件的实施和质量设计原则的使用:美国、欧盟和日本的现状。数据来自日本药品制造商协会(JPMA)的一项调查。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-08-21 DOI: 10.1007/s43441-025-00856-1
Yoshio Nakayama, Sonoko Yamauchi, Kozue Shimizume, Akinobu Nakanishi, Maki Masuyama, Yasuyo Ozaki, Koji Nakamura, Makoto Fujikawa, Masatsugu Kobayashi, Yuji Kashitani

The JPMA conducted a survey among its member companies regarding the use of Established Conditions (ECs) under ICH Q12. ECs can be set by companies that develop new drugs using the Quality by Design (QbD) approach defined in ICH Q8 and have an effective Pharmaceutical Quality System (PQS) as per ICH Q10. The survey revealed that while the use of QbD has increased, surpassing 70% in Japan since 2021, the adoption of ECs in New Drug Application (NDA) submissions remains low due to a lack of legal framework and internal understanding. More companies were using ECs in post-approval changes (PACs) compared to NDA submissions. The survey also found that companies prefer the existing systems in each region when determining the change category during change initiation. While Europe and the US believe that risk assessment of changes and ECs are consistent with an effective PQS, Japan perceives a mismatch between change assessment and predetermined change categories at the time of approval. This results in Japan willing to have an option applying the risk assessment at change control to reporting category evaluation. Considering these circumstances, it is anticipated that the use of ECs will gradually expand, primarily in PACs. The discrepancies in change procedures among countries may hinder a stable supply, so Japan should consider introducing change guidelines similar to those in Europe and the US to facilitate a hybrid approach to approvals that can accommodate the expanded use of ECs.

JPMA对其成员公司进行了一项关于ICH Q12下既定条件(ec)使用的调查。ec可以由使用ICH Q8中定义的质量设计(QbD)方法开发新药并具有ICH Q10中有效的药品质量体系(PQS)的公司设定。调查显示,虽然QbD的使用有所增加,自2021年以来在日本超过70%,但由于缺乏法律框架和内部理解,ECs在新药申请(NDA)提交中的采用仍然很低。与NDA提交相比,更多的公司在批准后变更(pac)中使用ec。调查还发现,在变更启动过程中确定变更类别时,公司更倾向于每个地区的现有系统。虽然欧洲和美国认为变更和ec的风险评估与有效的PQS是一致的,但日本认为在批准时变更评估与预定变更类别之间存在不匹配。这导致日本愿意选择将变更控制中的风险评估应用于报告类别评估。考虑到这些情况,预期共同体的使用将逐渐扩大,主要是在pac。各国之间变更程序的差异可能会阻碍稳定的供应,因此日本应考虑引入类似于欧洲和美国的变更指南,以促进混合审批方式,以适应ec的扩大使用。
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引用次数: 0
Future-Proofing European Pharmaceutical Regulatory and Market Access Practices Based on EU Learnings from the COVID-19 Pandemic: Insights from Multi-Stakeholder Interviews. 基于欧盟从COVID-19大流行中学到的经验,面向未来的欧洲药品监管和市场准入实践:来自多方利益相关者访谈的见解。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-09-06 DOI: 10.1007/s43441-025-00855-2
Zilke Claessens, Grace Beirne, Catherine Decouttere, Nico Vandaele, Liese Barbier, Isabelle Huys

Introduction: During the COVID-19 pandemic, regulatory and market access actions were taken to expedite the market entry of COVID-19 medicines. This study aims to (i) capture multi-stakeholder views on these actions, and (ii) provide recommendations for future-proofing routine and health-emergency frameworks.

Methods: Semi-structured interviews were conducted with policy makers/advisors (i.e. regulators, HTA assessors, and payers), and pharmaceutical industry representatives across Europe to elicit their perspectives on marketing authorisation and market access practices during the COVID-19 pandemic. Interviews were transcribed ad verbatim and transcripts analysed via the thematic framework method.

Results: The interviews (n = 16) resulted in an overview of stakeholder-perceived benefits and limitations for four key regulatory advice or authorisation procedures (i.e. emergency task force, rapid scientific advice, rolling review, conditional marketing authorisation) and one market access procedure (i.e. joint procurement) applied during the COVID-19 pandemic. Highlighted benefits of the procedures relate to a reduction in timelines, enhanced collaboration and alignment, procedural flexibilities, and often a combination of these. Challenges are linked to inefficient allocation of time and resources for both industry representatives and policymakers/advisors and decreased transparency in certain procedures. In addition, several recommendations for the optimisation of both the routine and health-emergency healthcare framework were proposed. Emphasis is placed on the need for enhanced interaction and alignment between industry representatives and policymakers/advisors but also within stakeholder groups, development of more pragmatic and flexible procedures, and application of clear and transparent eligibility criteria for facilitating actions.

Conclusion: This study provides an overview of the perceptions from regulatory, and market access practices during COVID-19, highlighting how these experiences can inform regulatory and market access practices both in routine times and during health emergencies. Taking stock of stakeholder reflections and lessons learned are valuable for improving preparedness and responsiveness in future health crises.

导言:在2019冠状病毒病大流行期间,采取了监管和市场准入行动,加快了COVID-19药物的市场准入。本研究旨在(i)收集多方利益攸关方对这些行动的看法,以及(ii)为未来的常规和突发卫生事件框架提供建议。方法:对欧洲各地的政策制定者/顾问(即监管机构、HTA评估人员和支付方)和制药行业代表进行了半结构化访谈,以了解他们对2019冠状病毒病大流行期间上市许可和市场准入实践的看法。采访被逐字记录下来,并通过主题框架方法对记录进行分析。结果:访谈(n = 16)概述了在COVID-19大流行期间应用的四种关键监管咨询或授权程序(即紧急工作组、快速科学咨询、滚动审查、有条件上市许可)和一种市场准入程序(即联合采购)的利益相关者认为的好处和局限性。这些程序的突出好处与缩短时间、增强协作和一致性、程序灵活性以及通常是这些优点的组合有关。挑战与行业代表和政策制定者/顾问的时间和资源分配效率低下以及某些程序透明度降低有关。此外,还提出了一些建议,以优化常规和突发卫生保健框架。重点是需要加强行业代表与决策者/顾问之间以及利益相关者群体之间的互动和协调,制定更务实和灵活的程序,以及应用明确和透明的资格标准以促进行动。结论:本研究概述了COVID-19期间监管和市场准入实践的看法,强调了这些经验如何为日常工作和突发卫生事件期间的监管和市场准入实践提供信息。总结利益攸关方的思考和吸取的经验教训,对于改进对未来卫生危机的准备和反应能力是很有价值的。
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引用次数: 0
Beyond REMS & PDMPs: A Proposed Framework for Next-Generation Opioid Regulation. 超越REMS和PDMPs:下一代阿片类药物监管的拟议框架。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-10-16 DOI: 10.1007/s43441-025-00882-z
Aysha Rana, Kavetha Ram

This paper proposes a next-generation regulatory framework for opioid analgesics that integrates real-world data, adaptive licensing and labelling, and community-driven surveillance to overcome the shortcomings of traditional, static regulatory approaches. The framework is built on four pillars: first, an AI-augmented surveillance system that combines clinical data with social determinants of health to dynamically identify high-risk areas; second, adaptive licensing with evolving labels that use continuous real-world data submissions to update risk-benefit profiles in near-real time; third, pharmacist-led surveillance networks employing secure, automated reporting systems to enhance early detection of misuse; and fourth, the incorporation of harm reduction metrics through partnerships with community organizations and non-traditional data sources. This dynamic, process-oriented approach enables timely regulatory adjustments, ensures better alignment with FDA's REMS and post-marketing requirements (PMRs), and addresses ethical concerns related to AI bias and patient privacy. By proposing a framework under the FDA's Opioid Data Initiative, this paper aims to provide actionable recommendations for policymakers and stakeholders to mitigate opioid misuse and improve public health outcomes.

本文提出了阿片类镇痛药的下一代监管框架,该框架整合了真实世界的数据、适应性许可和标签以及社区驱动的监督,以克服传统的静态监管方法的缺点。该框架建立在四个支柱上:首先,一个人工智能增强的监测系统,将临床数据与健康的社会决定因素相结合,以动态识别高风险地区;其次,采用不断发展的标签的自适应许可,使用连续的真实数据提交来近乎实时地更新风险收益概况;第三,由药剂师领导的监测网络,采用安全的自动报告系统,以加强对滥用的早期发现;第四,通过与社区组织和非传统数据来源的合作,纳入减少伤害的指标。这种动态的、以流程为导向的方法能够及时进行监管调整,确保更好地符合FDA的REMS和上市后要求(pmr),并解决与人工智能偏见和患者隐私相关的道德问题。通过在FDA阿片类药物数据倡议下提出一个框架,本文旨在为政策制定者和利益相关者提供可操作的建议,以减轻阿片类药物滥用并改善公共卫生结果。
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引用次数: 0
Risk of Venous Thromboembolism with Pemafibrate in Dyslipidemia: A Nationwide, Retrospective, Cohort Study Using a Japanese Claims Database. 使用培马布特治疗血脂异常的静脉血栓栓塞风险:一项使用日本索赔数据库的全国性、回顾性、队列研究。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-01-01 Epub Date: 2025-10-23 DOI: 10.1007/s43441-025-00883-y
Kenichiro Ikeda, Mika Tada, Shun Nakano, Takuma Tsushio, Yoshinari Watanabe, Sara Minamikawa, Chieko Ishiguro, Kenji Yokoyama, Kenji Fujisawa, Masaya Tanahashi, Hideki Suganami, Atsushi Kasano

Aims: The study aimed to assess whether pemafibrate, a selective peroxisome proliferator-activated receptor α modulator, increases the risk of venous thromboembolism (VTE) in real-world clinical practice in Japan.

Methods: In this retrospective cohort study, we utilized a claims database with data from December 2017 to July 2023. The exposed group consisted of patients with dyslipidemia using pemafibrate, while the control group included patients not using fibrate drugs. Each exposed patient was randomly matched with five control patients at a 1:5 ratio using time-matching. The primary endpoint was the number of days until the first occurrence of VTE, which was defined using ICD-10 codes and anticoagulant prescription records. We used a Cox proportional hazards model with standardized mortality ratio weight (SMRW) to estimate the adjusted hazard ratio (HR) and 95% confidence interval (CI) for the exposed group relative to the control group.

Results: The study included 23,195 patients in the exposed group and 115,975 in the control group. In the full analysis population, 46.6% of patients were women, with a median age of 70.0 years and a median BMI of 23.6. VTE occurred in 1.2% (286/23,195) of the exposed group and 2.0% (2297/115,975) of the control group, with an incidence rate of 0.95 and 1.33 per 100 person-years, respectively. There was no significant increase in the risk of VTE in the exposed group (HR, 0.925; 95%CI, 0.809-1.058).

Conclusions: We found no increase in VTE risk associated with pemafibrate in clinical practice in Japan.

目的:本研究旨在评估在日本临床实践中,选择性过氧化物酶体增殖物激活受体α调节剂——保哌颤酯是否会增加静脉血栓栓塞(VTE)的风险。方法:在这项回顾性队列研究中,我们使用了2017年12月至2023年7月的索赔数据库。暴露组为使用贝特类药物的血脂异常患者,对照组为不使用贝特类药物的患者。每名暴露患者与5名对照患者按1:5的时间匹配随机配对。主要终点是首次发生静脉血栓栓塞的天数,使用ICD-10代码和抗凝处方记录定义。我们使用带有标准化死亡率权重(SMRW)的Cox比例风险模型来估计暴露组相对于对照组的调整风险比(HR)和95%置信区间(CI)。结果:该研究包括暴露组23,195例患者和对照组115,975例患者。在全部分析人群中,46.6%的患者为女性,中位年龄为70.0岁,中位BMI为23.6。暴露组VTE发生率为1.2%(286/23,195),对照组为2.0%(2297/115,975),发病率分别为0.95 / 100人-年和1.33 / 100人-年。暴露组静脉血栓栓塞风险无显著升高(HR, 0.925; 95%CI, 0.809-1.058)。结论:在日本的临床实践中,我们没有发现静脉血栓栓塞风险的增加与培纤颤相关。
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引用次数: 0
Insights Informing Strategies for Optimizing the Collection of Clinical Trial Data. 洞察告知优化临床试验数据收集策略。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-12-29 DOI: 10.1007/s43441-025-00899-4
Kenneth Getz, Emily Botto, Ana Calduch Arques, Laura Galuchie, Natalia Camargo Sanmiguel, Nicole Sheetz, Zachary Smith

Although past research has quantified the proportion and types of procedures that support clinical trial endpoints, little is known about the volume and nature of data collected by these procedures and their impact on participant and site burden. In response, Tufts CSDD and 15 TransCelerate Biopharma sponsor companies convened to update benchmarks and gather new insights into opportunities to optimize clinical trial data collection. In all, 105 multi-therapeutic protocols with a primary completion date after 2018 were analyzed. Data volume by study and by participant were analyzed and procedures were categorized into core, standard and non-core based on the endpoints they supported. Study results show that total data volume continues to grow with 5.9 million datapoints now collected on average per phase III protocol, up 11% annually since 2020. Non-core procedures comprise 17.8% of total phase II and 16.2% of total phase III procedures per protocol, a downward trend from the proportion of non-core procedures observed in 2020. Nearly half (46%) of phase II and 35% of phase III non-core procedures gather data for exploratory and future use purposes. On average, 6.6% and 12.6% of procedures supporting core and standard endpoints from phase II and phase III protocols are deemed non-essential (i.e., procedures determined by the clinical team or protocol authors as being performed in excess of the number of times required to demonstrate a clinical outcome), and their associated data represents 8.2% to 17.1% of the total datapoints collected. Combined, nearly one-third of all procedures and datapoints collected per protocol is classified as non-core or are non-essential procedures supporting core standard/required endpoints with more than half of this data associated with clinical and patient-reported questionnaires. As much as 30% of participant and site burden is associated with non-core procedures or are non-essential procedures supporting core, standard/required endpoints. The implications of these results and potential strategies to simplify protocol designs and lower site and participant burden, including reduction in the volume of data collected by non-core and non-essential procedures, are discussed.

尽管过去的研究已经量化了支持临床试验终点的程序的比例和类型,但对这些程序收集的数据的数量和性质及其对参与者和现场负担的影响知之甚少。为此,Tufts CSDD和15家transelerate Biopharma赞助公司召开会议,更新基准,并收集新的见解,以优化临床试验数据收集。总共分析了105个主要完成日期在2018年之后的多治疗方案。按研究和参与者的数据量进行分析,并根据其支持的终点将程序分为核心,标准和非核心。研究结果显示,总数据量持续增长,目前平均每个III期协议收集590万个数据点,自2020年以来每年增长11%。非核心程序占每个方案第二阶段总程序的17.8%和第三阶段总程序的16.2%,与2020年观察到的非核心程序比例相比呈下降趋势。近一半(46%)的II期和35%的III期非核心程序收集数据用于探索性和未来使用目的。平均而言,支持II期和III期方案核心终点和标准终点的6.6%和12.6%的程序被认为是非必要的(即,临床团队或方案作者确定的程序被执行的次数超过了证明临床结果所需的次数),其相关数据占收集的总数据点的8.2%至17.1%。总的来说,每个方案收集的所有程序和数据点中有近三分之一被归类为非核心程序或支持核心标准/所需终点的非必要程序,其中一半以上的数据与临床和患者报告的问卷相关。多达30%的参与者和站点负担与非核心过程或支持核心、标准/所需端点的非必要过程有关。讨论了这些结果的含义以及简化协议设计和降低场地和参与者负担的潜在策略,包括减少非核心和非必要程序收集的数据量。
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引用次数: 0
Safety Comparison of Risk of Liver Dysfunction between Generic and Brand Statin Drugs Marketed in Japan: A Cohort Study Using MID-NET®. 在日本上市的仿制药和品牌他汀类药物肝功能障碍风险的安全性比较:一项使用MID-NET®的队列研究
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-12-27 DOI: 10.1007/s43441-025-00904-w
Hotaka Maruyama, Yuki Kinoshita, Takashi Ando, Jun Okui, Maki Komamine, Kazuhiro Kajiyama, Naoya Horiuchi, Yoshiaki Uyama

To verify safety profiles of generic statins in a real-world setting, the risk of liver dysfunction as a common adverse event was compared between generic and brand drugs. A new user cohort design was employed in which patients prescribed one of six statins (atorvastatin, simvastatin, pitavastatin, pravastatin, fluvastatin, or rosuvastatin) in Japan between January 1, 2014 and March 31, 2022 were identified in the MID-NET® database. Adjusted hazard ratios (aHRs) for generic drugs compared with their corresponding brand drug for the occurrence of first liver dysfunction were estimated using high-dimensional propensity score-weighted Cox models. Among the six statins, no increased trends in aHRs were observed in the primary analysis, except for atorvastatin. The primary analysis showed an aHR of 2.08 (95% confidence interval [CI]: 1.20-3.63) for atorvastatin. In an additional analysis with shorter follow-up periods, aHRs for atorvastatin gradually approached 1.00 (1.74 [95% CI: 0.94-3.22] within 360 days, 1.65 [95% CI: 0.84-3.25] within 180 days, 1.49 [95% CI: 0.73-3.01] within 90 days, and 1.33 [95% CI: 0.60-2.96] within 30 days). Results suggest that risks of liver dysfunction by generic statins are similar to those for brand drugs, facilitating our understanding about the safety of generic drugs. The aHR for atorvastatin was inconsistent between the primary and additional analyses, which suggests that the observed increased risk of generic atorvastatin may be affected by other factors and does not necessarily indicate a different safety profile between generic and brand drugs.

为了验证仿制他汀类药物在现实世界中的安全性,比较了仿制药和品牌药之间肝功能障碍的风险。采用新的用户队列设计,在2014年1月1日至2022年3月31日期间,在MID-NET®数据库中确定了在日本服用六种他汀类药物(阿托伐他汀、辛伐他汀、匹伐他汀、普伐他汀、氟伐他汀或瑞舒伐他汀)中的一种的患者。采用高维倾向评分加权Cox模型估计仿制药与相应品牌药发生首次肝功能障碍的校正风险比(aHRs)。在六种他汀类药物中,除阿托伐他汀外,初步分析未观察到ahr增加的趋势。初步分析显示,阿托伐他汀的aHR为2.08(95%可信区间[CI]: 1.20-3.63)。在另一项随访时间较短的分析中,阿托伐他汀的ahr逐渐接近1.00(360天内1.74 [95% CI: 0.94-3.22], 180天内1.65 [95% CI: 0.84-3.25], 90天内1.49 [95% CI: 0.73-3.01], 30天内1.33 [95% CI: 0.60-2.96])。结果表明,仿制药与品牌药的肝功能障碍风险相似,有助于我们对仿制药安全性的认识。阿托伐他汀的aHR在主要分析和附加分析之间不一致,这表明观察到的阿托伐他汀仿制药风险增加可能受到其他因素的影响,并不一定表明仿制药和品牌药之间存在不同的安全性。
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Therapeutic innovation & regulatory science
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