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Testing the Feasibility of a Digital Point of Care Solution for the Trusted Near Real-Time Bidirectional Exchange of Novel and Informative Adverse Event Information. 测试数字医疗点解决方案的可行性,以实现新颖且信息丰富的不良事件信息的可信近实时双向交流。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-17 DOI: 10.1007/s43441-024-00711-9
Greg Powell, Vijay Kara, Daniel Naranjo, Mangesh Kulkarni, Kerri Best-Sule, Trinka Coster, Machaon Bonafede, Shruti Gangadhar, Lee Kallenbach, Andrew Bate

A digital point-of-care solution was implemented to test the feasibility of near-real-time bi-directional communication between pharmacovigilance experts (PVEs) and healthcare professionals (HCPs) for exchanging unique and informative adverse event (AE) information. The solution was implemented in a commercially available electronic health record (EHR) system/platform, no direct contact between PVEs and the HCPs was possible. The Clinical Affairs team of the EHR vendor was used as an intermediary to ensure appropriate information was exchanged while protecting HCP and patient privacy. The study yielded 9 drug-event pairs of interest (AEI), 2 of which were confirmed as AEs by the HCP. On average it took 20.6 h to receive initial AEI information and 58.8 h to receive follow-up information, which represents a 96% reduction in time compared to current methods. Both interactions provided unique data that would not have been collected otherwise leading to the PVE being able to appropriately determine a potential causal association. This study successfully demonstrated the feasibility of using a compliant, bi-directional, digitally enabled clinical communication channel at the point of care to complement existing pharmacovigilance activities.

为了测试药物警戒专家(PVEs)与医疗保健专业人员(HCPs)之间进行近实时双向交流的可行性,我们实施了一种数字化护理点解决方案,以交换独特而翔实的不良事件(AE)信息。该解决方案是在商用电子健康记录(EHR)系统/平台上实施的,PVE 与 HCP 之间不可能直接联系。EHR 供应商的临床事务团队被用作中间人,以确保在交换适当信息的同时保护 HCP 和患者隐私。该研究产生了 9 对药物-相关事件 (AEI),其中 2 对被 HCP 确认为 AE。收到初始 AEI 信息平均需要 20.6 小时,收到后续信息平均需要 58.8 小时,与当前方法相比,时间缩短了 96%。这两次互动都提供了独特的数据,如果没有这些数据,PVE 就无法适当地确定潜在的因果关系。这项研究成功证明了在医疗点使用符合要求的双向数字化临床交流渠道来补充现有药物警戒活动的可行性。
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引用次数: 0
Better Medicines for Children: Lessons Learnt and Share Learnings at the EFGCP Annual Paediatric Conferences. 为儿童提供更好的药物:在 EFGCP 年度儿科会议上吸取经验教训并分享心得。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-13 DOI: 10.1007/s43441-024-00710-w
Solange Corriol-Rohou, Sabine Ingeborg Fürst-Recktenwald, Elin-Haf Davies, Martine Dehlinger-Kremer, Mark A Turner

For many years, the European Forum for Good Clinical Practice (EFGCP) Children Medicines Working Party has organised a Paediatric conference annually. In the past, this event was organised jointly with the European Medicines Agency who was used to host it, along with the Drug Information Association (DIA). This conference is the opportunity for all involved in paediatric drug development, i.e., regulators, HTA bodies, patients' representatives, academia and industry, to share learnings and raise awareness about new regulatory requirements of interest to optimise paediatric drug development. The theme of the 2021 conference was "Challenges and Solutions - the path forward" while in 2022 it focused on "Progress made and Continuing Challenges". Because of the COVID-19 pandemic these two conferences were organised virtually. However, this has not impacted the attendance and value of the conference, since because of a broad and attractive agenda there was a wide stakeholder participation, which provided a compendious overview of the leading issues to improve children's access to innovative medicines.

多年来,欧洲良好临床实践论坛 (EFGCP) 儿童药品工作组每年都会组织一次儿科会议。过去,这项活动是与欧洲药品管理局(European Medicines Agency)和药物信息协会(Drug Information Association,DIA)联合举办的。该会议为所有参与儿科药物开发的人员(即监管机构、HTA 机构、患者代表、学术界和业界)提供了一个分享学习成果和提高对新监管要求认识的机会,这些新监管要求对优化儿科药物开发具有重要意义。2021 年会议的主题是 "挑战与解决方案--前进之路",而 2022 年会议的主题是 "取得的进展与持续的挑战"。由于 COVID-19 大流行,这两次会议都是以虚拟形式举办的。然而,这并没有影响会议的出席率和价值,因为会议议程广泛而有吸引力,利益相关者广泛参与,对改善儿童获得创新药物的主要问题进行了全面概述。
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引用次数: 0
An Analysis of the Food and Drug Administration Manufacturer and User Facility Device Experience Database for MAGnetic Expansion Control Spinal Rods. 食品药品管理局制造商和用户设施设备经验数据库对磁力膨胀控制脊柱杆的分析。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-13 DOI: 10.1007/s43441-024-00724-4
Jack Filan, Andrew Bowey, Thomas Joyce

Background: MAGnetic Expansion Control (MAGEC) rods can prevent repeated lengthening operations for scoliosis patients. However, there have been several Field Safety Notices issued, including a worldwide product recall due to actuator endcap separation. We aimed to review adverse events reported to the Food and Drug Administration (FDA) regarding MAGEC rods, focusing on MAGEC X.

Methods: Reports submitted to the Manufacturer and User Facility Device Experience database in relation to MAGEC devices were accessed and analysed using R Statistical Software. Exclusion criteria included duplicate and literature review reports (n = 54). Free-text data were analysed using inductive content analysis.

Results: 1016 adverse events were reported to 11/30/2023. 99.0% (1006) were submitted by the manufacturer. Reports primarily arose from the UK (465, 45.8%) or US (421, 41.4%). From free-text data the most frequent adverse events were distraction mechanism failure (573), device wear (272), and actuator seal damage (180). Rod fracture (n = 48) was not significantly associated with rod diameter (≤ 5.0 mm or > 5.0 mm), p = 0.736. 234 reports referenced MAGEC X devices; actuator endcap separation was identified in 41.9% (99). Other events include failure of distraction (63), surface damage (31), and rod fracture (15). On 06/30/2020 MAGEC X2 received FDA approval. Twenty reports reference devices manufactured after this date, seven describe distraction mechanism failure; notably there are no reports of endcap separation.

Conclusion: These data represent the largest series of adverse events reported for MAGEC rods, including significant new data regarding MAGEC X. As well as endcap separation, failure of distraction, surface damage, and rod fracture were reported.

背景:磁力膨胀控制(MAGEC)杆可以防止脊柱侧弯患者反复进行延长手术。然而,由于致动器端盖分离,已发布了多份现场安全通告,包括全球范围内的产品召回。我们旨在回顾向美国食品药品管理局(FDA)报告的有关 MAGEC 拉杆的不良事件,重点关注 MAGEC X.Methods:我们使用 R 统计软件访问并分析了提交给制造商和用户设施设备经验数据库的有关 MAGEC 设备的报告。排除标准包括重复报告和文献综述报告(n = 54)。使用归纳内容分析法对自由文本数据进行分析:截至 2023 年 11 月 30 日,共报告了 1016 起不良事件。99.0%(1006 例)由生产商提交。报告主要来自英国(465 例,45.8%)或美国(421 例,41.4%)。从自由文本数据来看,最常见的不良事件是牵引机构故障(573 例)、装置磨损(272 例)和致动器密封损坏(180 例)。杆骨折(n = 48)与杆直径(≤ 5.0 mm 或 > 5.0 mm)无明显关联,p = 0.736。234 份报告提到了 MAGEC X 装置;41.9%(99 份)的报告发现致动器端盖分离。其他事件包括牵引失败(63 例)、表面损伤(31 例)和杆断裂(15 例)。2020 年 6 月 30 日,MAGEC X2 获得 FDA 批准。有 20 份报告提到了该日期之后生产的设备,其中 7 份描述了牵引机制失效;值得注意的是,没有关于内盖分离的报告:这些数据代表了 MAGEC 棒不良事件报告的最大系列,包括有关 MAGEC X 的重要新数据。
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引用次数: 0
Principles for Evaluating the Efficacy and Safety of Ceramic Dental Implants in Japan. 日本评估陶瓷牙科植入物有效性和安全性的原则。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-05 DOI: 10.1007/s43441-024-00713-7
Tomoya Hara, Yuchi Sato, Hiroyuki Tanishiro, Yukimichi Tamaki, Shunsuke Baba, Eiichi Hirose, Bunsaku Yoshida, Kiyoshi Watanabe, Genki Nishikawa, Daiju Okuda, Madoka Murakami, Yuki Niwa, Masuo Kondoh

Recent progress in materials chemistry has resulted in the development of several ceramic materials that are now being used in dental implants. The advantages of ceramic materials over conventional metallic materials are that they do not induce allergic reactions in individuals with metal allergies, they do not interfere with magnetic resonance imaging, and they provide improved esthetics. In addition, some ceramic materials are tougher than metallic materials and less brittle. However, despite these advantages, few ceramic dental implant materials are currently approved for use in Japan. In FY2022, the Ministry of Health, Labour and Welfare of Japan commissioned a project called the "Project for the Development of a Guideline for the Evaluation of Ceramic Dental Implants," the goal of which was to consider how best to facilitate swift clinical development and approval of emerging ceramic dental implant materials. At a meeting of experts from professional societies, related industry organizations, and government agencies, the issues related to evaluation of the efficacy and safety of ceramic implant were discussed. Here, we summarize the outcomes of that meeting as a set of principles for the premarketing evaluation of ceramic dental implant materials in Japan.

材料化学领域的最新进展导致了几种陶瓷材料的开发,目前这些材料已被用于牙科植入物。与传统的金属材料相比,陶瓷材料的优点是不会引起对金属过敏的人的过敏反应,不会干扰磁共振成像,并能提高美观度。此外,一些陶瓷材料比金属材料更坚硬,脆性更低。然而,尽管有这些优点,目前在日本获准使用的陶瓷牙科植入材料却很少。2022 财政年度,日本厚生劳动省委托开展了一项名为 "陶瓷牙科植入体评估指南开发项目 "的计划,其目的是考虑如何以最佳方式促进新兴陶瓷牙科植入体材料的快速临床开发和审批。来自专业学会、相关行业组织和政府机构的专家在会上讨论了与陶瓷种植体的有效性和安全性评估相关的问题。在此,我们将会议成果总结为一套日本陶瓷牙科植入材料上市前评估原则。
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引用次数: 0
Leveraging Real-World Data in Safety Signal Assessment. 在安全信号评估中利用真实世界数据。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-06 DOI: 10.1007/s43441-024-00682-x
Vaishali Patadia, Katrin Manlik, Geoffrey Gipson, Jenna C Willis, Ruth Namuyinga, Rachel McDermott, Anita Shaw, Mary K Miller, Julius Asubonteng, Negar Golchin, Stephanie von Klot

Purpose: TransCelerate BioPharma surveyed its member biopharmaceutical companies to understand current practices and identify opportunities to complement safety signal assessment with rapid real-world data (RWD) analysis.

Methods: A voluntary 30-question questionnaire regarding the use of RWD in safety signal assessment was disseminated to subject matter experts at all TransCelerate member companies in July 2022. Responses were blinded, aggregated, summarized, and presented.

Results: Eighteen of 20 member companies provided responses to the questionnaire. Sixteen (89%) companies reported actively leveraging RWD in their signal assessment processes. Of 18 respondent companies, 8 (44%) routinely use rapid approaches to RWD analysis, 7 (39%) utilize rapid RWD analysis non-routinely or in a pilot setting, 2 (11%) are considering using rapid RWD analysis, and 1 (6%) has no plans to use rapid RWD analysis for their signal assessment. Most companies reported that RWD adds context to and improves quality of signal assessments. To conduct RWD analysis for signal assessment, 16 of 17 (94%) respondent companies utilize or plan to utilize internally available data, 8 (47%) utilize both internal and external data, and 3 (18%) utilize data networks. Respondents identified key challenges to rapidly performing RWD analyses, including data access/availability, time for analysis execution, and uncertainties regarding acceptance of minimal or non-protocolized approaches by health authorities.

Conclusion: Biopharmaceutical companies reported that they see value in the use of rapid RWD analyses for complementing signal assessments. Future work is recommended to offer a framework and process for use of rapid use of RWD analyses in signal assessment.

目的:TransCelerate BioPharma 对其成员生物制药公司进行了调查,以了解当前的做法,并确定利用快速真实世界数据(RWD)分析对安全信号评估进行补充的机会:2022 年 7 月,我们向 TransCelerate 所有成员公司的主题专家分发了一份有关在安全信号评估中使用 RWD 的 30 个问题的自愿问卷。调查结果:20 家成员公司中有 18 家提供了答复:20 家成员公司中有 18 家对问卷进行了回复。16家公司(89%)表示在信号评估流程中积极利用了 RWD。在 18 家受访公司中,8 家公司(44%)例行使用快速 RWD 分析方法,7 家公司(39%)非例行或在试点环境中使用快速 RWD 分析方法,2 家公司(11%)正在考虑使用快速 RWD 分析方法,1 家公司(6%)没有计划在信号评估中使用快速 RWD 分析方法。大多数公司报告说,RWD 增加了信号评估的背景,提高了信号评估的质量。为进行信号评估的 RWD 分析,17 家受访公司中有 16 家(94%)利用或计划利用内部可用数据,8 家(47%)利用内部和外部数据,3 家(18%)利用数据网络。受访者指出了快速执行 RWD 分析所面临的主要挑战,包括数据访问/可用性、执行分析所需的时间,以及卫生当局是否接受最小化或非协议化方法的不确定性:生物制药公司表示,他们认为使用快速 RWD 分析对信号评估具有补充价值。建议今后开展工作,为在信号评估中快速使用 RWD 分析提供框架和流程。
{"title":"Leveraging Real-World Data in Safety Signal Assessment.","authors":"Vaishali Patadia, Katrin Manlik, Geoffrey Gipson, Jenna C Willis, Ruth Namuyinga, Rachel McDermott, Anita Shaw, Mary K Miller, Julius Asubonteng, Negar Golchin, Stephanie von Klot","doi":"10.1007/s43441-024-00682-x","DOIUrl":"10.1007/s43441-024-00682-x","url":null,"abstract":"<p><strong>Purpose: </strong>TransCelerate BioPharma surveyed its member biopharmaceutical companies to understand current practices and identify opportunities to complement safety signal assessment with rapid real-world data (RWD) analysis.</p><p><strong>Methods: </strong>A voluntary 30-question questionnaire regarding the use of RWD in safety signal assessment was disseminated to subject matter experts at all TransCelerate member companies in July 2022. Responses were blinded, aggregated, summarized, and presented.</p><p><strong>Results: </strong>Eighteen of 20 member companies provided responses to the questionnaire. Sixteen (89%) companies reported actively leveraging RWD in their signal assessment processes. Of 18 respondent companies, 8 (44%) routinely use rapid approaches to RWD analysis, 7 (39%) utilize rapid RWD analysis non-routinely or in a pilot setting, 2 (11%) are considering using rapid RWD analysis, and 1 (6%) has no plans to use rapid RWD analysis for their signal assessment. Most companies reported that RWD adds context to and improves quality of signal assessments. To conduct RWD analysis for signal assessment, 16 of 17 (94%) respondent companies utilize or plan to utilize internally available data, 8 (47%) utilize both internal and external data, and 3 (18%) utilize data networks. Respondents identified key challenges to rapidly performing RWD analyses, including data access/availability, time for analysis execution, and uncertainties regarding acceptance of minimal or non-protocolized approaches by health authorities.</p><p><strong>Conclusion: </strong>Biopharmaceutical companies reported that they see value in the use of rapid RWD analyses for complementing signal assessments. Future work is recommended to offer a framework and process for use of rapid use of RWD analyses in signal assessment.</p>","PeriodicalId":23084,"journal":{"name":"Therapeutic innovation & regulatory science","volume":" ","pages":"1062-1070"},"PeriodicalIF":2.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11530550/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141894374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using a Quality Management System and Risk-based Approach in Observational Studies to Obtain Robust Real-World Evidence. 在观察性研究中使用质量管理系统和基于风险的方法,以获得可靠的现实世界证据。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-09-03 DOI: 10.1007/s43441-024-00695-6
Reo Tanoshima, Naoko Inagaki, Manabu Nitta, Soichiro Sue, Sayuri Shimizu, Tatsuya Haze, Kotaro Senuki, Chihiro Sano, Hajime Takase, Makoto Kaneko, Akito Nozaki, Kozo Okada, Kohei Ohyama, Atsushi Kawaguchi, Yusuke Kobayashi, Hideki Oi, Shin Maeda, Yuichiro Yano, Yuji Kumagai, Etsuko Miyagi

The results of observational studies using real-world data, known as real-world evidence, have gradually started to be used in drug development and decision-making by policymakers. A good quality management system-a comprehensive system of process, data, and documentation to ensure quality-is important in obtaining real-world evidence. A risk-based approach is a common quality management system used in interventional studies. We used a quality management system and risk-based approach in an observational study on a designated intractable disease. Our multidisciplinary team assessed the risks of the real-world data study comprehensively and systematically. When using real-world data and evidence to support regulatory decisions, both the quality of the database and the validity of the outcome are important. We followed the seven steps of the risk-based approach for both database selection and research planning. We scored the risk of two candidate databases and chose the Japanese National Database of designated intractable diseases for this study. We also conducted a quantitative assessment of risks associated with research planning. After prioritizing the risks, we revised the research plan and outcomes to reflect the risk-based approach. We concluded that implementing a risk-based approach is feasible for an observational study using real-world data. Evaluating both database selection and research planning is important. A risk-based approach can be essential to obtain robust real-world evidence.

使用真实世界数据进行观察研究的结果被称为真实世界证据,已逐渐开始用于药物开发和决策者的决策。一个良好的质量管理系统--确保质量的流程、数据和文件的综合系统--对于获得真实世界证据非常重要。基于风险的方法是介入研究中常用的质量管理系统。我们在一项针对指定难治性疾病的观察性研究中使用了质量管理系统和基于风险的方法。我们的多学科团队全面系统地评估了真实世界数据研究的风险。在使用真实世界数据和证据支持监管决策时,数据库的质量和结果的有效性都很重要。我们按照基于风险的方法的七个步骤进行数据库选择和研究规划。我们对两个候选数据库进行了风险评分,并选择日本国家指定难治性疾病数据库作为本研究的数据库。我们还对与研究规划相关的风险进行了量化评估。在对风险进行优先排序后,我们修订了研究计划和成果,以反映基于风险的方法。我们的结论是,对于使用真实世界数据的观察性研究来说,实施基于风险的方法是可行的。对数据库选择和研究计划进行评估非常重要。基于风险的方法对于获得可靠的真实世界证据至关重要。
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引用次数: 0
Assessment of the State of Pharmacovigilance in Secondary Hospitals in the Federal Capital Territory of Nigeria, Using WHO Pharmacovigilance Indicators. 使用世界卫生组织药物警戒指标评估尼日利亚联邦首都地区二级医院的药物警戒状况。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-09-24 DOI: 10.1007/s43441-024-00703-9
Augustus Chukwuebuka Ezeodimegwu, Francis Chibuike Iloabuchi, Ifunanya Mary-Ann Onyia, Cynthia Chidubem Eze, Gabriel Ezenri, Princess Chidimma Onyekwuo, Chukwuebuka Vincent Ihemegbulam, Abdulmuminu Isah

Background: The importance of pharmacovigilance (PV) in ensuring drug safety, especially in the detection and prevention of adverse drug reactions (ADRs) is critical. However, PV activities in Nigeria still face many challenges, such as very low spontaneous reporting rates, and inadequate training and funding. This study assessed the state of pharmacovigilance in the federal capital territory of Nigeria (FCT), using WHO pharmacovigilance indicators.

Methods: A cross-sectional questionnaire-based survey was carried out among secondary healthcare facilities in the FCT. The WHO Pharmacovigilance Indicators Questionnaire, which consists of the structural, process and outcome measures, was used to collect data from the focal person for pharmacovigilance at all the consenting facilities. Descriptive statistics were used to summarize all variables. Ethical approval was obtained from the Ethics Review Committee of the FCT development authority.

Results: Of the 14 secondary healthcare facilities in the FCT, 11 agreed to the study (response rate = 84.6%). Among the respondents, 4 (36.4%) were females, and 2 (18.2%) had 9 years of experience in pharmacovigilance. For the core structural indicators, 7 (63.6%) of the facilities had a pharmacovigilance center while only 4 (36.4%) had a copy of the Nigerian pharmacovigilance policy. Regarding financial provisions, 10 (90.9%) hospitals reported that there was no regular financial provision for the center while 10 (90.9%) centers had a standard adverse drug reaction reporting form. For the core process indicators, the mean ± SD of the nine core process indicators ranged from 0.9 ± 3.0 to 75.6 ± 38.6 and the total number of reports in the local database, therapeutic ineffectiveness, and medication error were limited.

Conclusion: The assessment of pharmacovigilance activities in the Federal Capital Territory of Nigeria revealed significant gaps in infrastructure, financial support, and process implementation. Despite the presence of pharmacovigilance centers in the majority of facilities, the lack of consistent financial support and limited adherence to core process indicators highlight the need for enhanced training, resources, and policy enforcement to improve ADR reporting and overall drug safety monitoring. Strengthening these areas is crucial for advancing pharmacovigilance practices and ensuring patient safety in Nigeria.

背景:药物警戒 (PV) 在确保药物安全,特别是在检测和预防药物不良反应 (ADR) 方面至关重要。然而,尼日利亚的药物警戒活动仍面临许多挑战,如自发报告率非常低、培训和资金不足等。本研究采用世界卫生组织的药物警戒指标,对尼日利亚联邦首都区(FCT)的药物警戒状况进行了评估:方法:在联邦首都区的二级医疗机构中开展了一项横向问卷调查。世卫组织药物警戒指标调查表包括结构、过程和结果三方面的衡量指标,调查表用于向所有同意调查的医疗机构的药物警戒协调人收集数据。所有变量均采用描述性统计方法进行总结。研究结果已获得联邦首都直辖区发展局伦理审查委员会的伦理批准:在联邦首都直辖区的 14 家二级医疗机构中,有 11 家同意参与研究(回复率 = 84.6%)。受访者中有 4 位女性(占 36.4%),2 位(占 18.2%)拥有 9 年药物警戒经验。在核心结构指标方面,7 家机构(63.6%)设有药物警戒中心,只有 4 家机构(36.4%)拥有尼日利亚药物警戒政策。在财政拨款方面,10 家(90.9%)医院表示没有为中心提供定期财政拨款,而 10 家(90.9%)中心拥有标准的药物不良反应报告表。在核心流程指标方面,9项核心流程指标的平均值(±SD)从0.9±3.0到75.6±38.6不等,本地数据库中的报告总数、治疗无效和用药错误的报告数量有限:对尼日利亚联邦首都区药物警戒活动的评估显示,该地区在基础设施、财政支持和流程实施方面存在巨大差距。尽管大多数机构都设有药物警戒中心,但由于缺乏持续的财政支持以及对核心流程指标的遵守有限,突出表明需要加强培训、资源和政策执行,以改善药物不良反应报告和整体药物安全监测。加强这些方面的工作对于尼日利亚推进药物警戒实践和确保患者安全至关重要。
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引用次数: 0
Tips for Accelerating BOIN Design. 加速 BOIN 设计的技巧。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-23 DOI: 10.1007/s43441-024-00692-9
Masahiro Kojima, Wu Wende, Henry Zhao

During discussions at the Data Science Roundtable meeting in Japan, there were instances where the adoption of the BOIN design was declined, attributed to the extension of study duration and increased sample size in comparison to the 3 + 3 design. We introduce an accelerated BOIN design aimed at completing a clinical phase I trial at a pace comparable to the 3 + 3 design. Additionally, we introduce how we could have applied the BOIN design within our company, which predominantly utilized the 3 + 3 design for most of its clinical oncology dose escalation trials. The accelerated BOIN design is adaptable by using efficiently designated stopping criterion for the existing BOIN framework. Our approach is to terminate the dose escalation study if the number of evaluable patients treated at the current dose reaches 6 and the decision is to stay at the current dose for the next cohort of patients. In addition, for lower dosage levels, considering a cohort size smaller than 3 may be feasible when there are no safety concerns from non-clinical studies. We demonstrate the accelerated BOIN design using a case study and subsequently evaluate the performance of our proposed design through a simulation study. In the simulation study, the average difference in the percentage of correct MTD selection between the accelerated BOIN design and the standard BOIN design was - 2.43%, the average study duration and the average sample size of the accelerated BOIN design was reduced by 14.8 months and 9.22, respectively, compared with the standard BOIN design.

在日本举行的数据科学圆桌会议的讨论中,有人拒绝采用 BOIN 设计,原因是与 3 + 3 设计相比,研究时间延长,样本量增加。我们介绍了一种加速 BOIN 设计,旨在以与 3+3 设计相当的速度完成临床 I 期试验。此外,我们还介绍了如何在我们公司内部应用 BOIN 设计,我们公司的大部分临床肿瘤学剂量递增试验主要采用 3 + 3 设计。通过在现有的 BOIN 框架中使用有效的指定停止标准,加速 BOIN 设计是可以调整的。我们的方法是,如果在当前剂量下接受治疗的可评估患者人数达到 6 人,则终止剂量升级研究,并决定在下一批患者中继续使用当前剂量。此外,对于低剂量水平,如果非临床研究不存在安全性问题,考虑小于 3 人的队列规模也是可行的。我们通过案例研究展示了加速 BOIN 设计,并随后通过模拟研究评估了我们提出的设计的性能。在模拟研究中,加速 BOIN 设计与标准 BOIN 设计的 MTD 选择正确率平均相差 - 2.43%,与标准 BOIN 设计相比,加速 BOIN 设计的平均研究时间和平均样本量分别缩短了 14.8 个月和 9.22 个月。
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引用次数: 0
Current Application of the Medical Device Single Audit Program (MDSAP) as a Global Regulatory Reliance Framework for the Inspection of Medical Devices. 医疗器械单一审核计划 (MDSAP) 作为医疗器械检查的全球监管依赖框架的当前应用。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-30 DOI: 10.1007/s43441-024-00696-5
Kenichi Ishibashi, Masuo Kondoh, Tetsuya Kusakabe

The globalization and rapid advancements in medical technologies necessitate the harmonization of international regulatory frameworks to ensure the efficient and timely clinical application of medical products, including pharmaceuticals and medical devices. Regulatory reliance, a critical component of this harmonization process, is a powerful tool that provides efficient access for economic entities and regulatory authorities, promoting predictable decision-making and accelerating approvals. The Medical Device Single Audit Program (MDSAP) serves as a regulatory reliance framework for medical device inspections. Implemented by countries including Japan, the United States, Canada, Australia, and Brazil, MDSAP allows third-party certification bodies, recognized by these regulatory authorities, to conduct audits on medical device manufacturers. The outcomes of these audits are shared with the regulatory authorities, who use them for regulatory assessments and decision-making. Since transitioning to its implementation phase in 2017, MDSAP has been widely utilized in various countries. This review provides an overview of the adoption and utilization of MDSAP in major countries, exploring the program's impact on regulatory processes and its potential as a method of regulatory reliance to facilitate timely access to effective and safe medical devices.

随着医疗技术的全球化和快速发展,有必要统一国际监管框架,以确保包括药品和医疗器械在内的医疗产品高效、及时地应用于临床。监管依赖是这一协调过程的重要组成部分,是为经济实体和监管机构提供高效准入、促进可预测决策和加快审批的有力工具。医疗器械单一审核计划 (MDSAP) 是医疗器械检查的监管依赖框架。MDSAP 由日本、美国、加拿大、澳大利亚和巴西等国实施,允许这些监管机构认可的第三方认证机构对医疗器械制造商进行审核。这些审核结果与监管机构共享,监管机构将其用于监管评估和决策。自 2017 年过渡到实施阶段以来,MDSAP 已在各国得到广泛应用。本综述概述了 MDSAP 在主要国家的采用和使用情况,探讨了该计划对监管流程的影响及其作为一种监管依赖方法的潜力,以促进及时获得有效和安全的医疗器械。
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引用次数: 0
On the Application of Artificial Intelligence/Machine Learning (AI/ML) in Late-Stage Clinical Development. 论人工智能/机器学习(AI/ML)在后期临床开发中的应用。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-11-01 Epub Date: 2024-08-21 DOI: 10.1007/s43441-024-00689-4
Karl Köchert, Tim Friede, Michael Kunz, Herbert Pang, Yijie Zhou, Elena Rantou

Whereas AI/ML methods were considered experimental tools in clinical development for some time, nowadays they are widely available. However, stakeholders in the health care industry still need to answer the question which role these methods can realistically play and what standards should be adhered to. Clinical research in late-stage clinical development has particular requirements in terms of robustness, transparency and traceability. These standards should also be adhered to when applying AI/ML methods. Currently there is some formal regulatory guidance available, but this is more directed at settings where a device or medical software is investigated. Here we focus on the application of AI/ML methods in late-stage clinical drug development, i.e. in a setting where currently less guidance is available. This is done via first summarizing available regulatory guidance and work done by regulatory statisticians followed by the presentation of an industry application where the influence of extensive sets of baseline characteristics on the treatment effect can be investigated by applying ML-methods in a standardized manner with intuitive graphical displays leveraging explainable AI methods. The paper aims at stimulating discussions on the role such analyses can play in general rather than advocating for a particular AI/ML-method or indication where such methods could be meaningful.

人工智能/ML 方法在一段时间内被认为是临床开发中的实验工具,而如今它们已被广泛使用。然而,医疗保健行业的利益相关者仍需要回答这些方法究竟能发挥什么作用,以及应遵守哪些标准。后期临床开发阶段的临床研究在稳健性、透明度和可追溯性方面有特殊要求。在应用人工智能/ML 方法时也应遵守这些标准。目前有一些正式的监管指南,但更多是针对设备或医疗软件的研究环境。在此,我们将重点关注人工智能/ML 方法在临床药物开发后期的应用,即在目前指导较少的情况下的应用。为此,我们首先总结了现有的监管指南和监管统计人员所做的工作,然后介绍了一个行业应用案例,在该案例中,可以通过标准化的方式应用 ML 方法,并利用可解释的人工智能方法进行直观的图形显示,从而研究大量基线特征集对治疗效果的影响。本文旨在激发对此类分析所能发挥的一般作用的讨论,而不是提倡使用某种特定的人工智能/ML 方法或此类方法可能有意义的适应症。
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Therapeutic innovation & regulatory science
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