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Diving into the Regulatory Landscape of Digital Therapeutics. 潜入数字治疗的监管景观。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-05 DOI: 10.1007/s43441-026-00944-w
Madhumitha Masilamani, Melvin George

Digital therapeutics (DTx) are emerging as a transformative approach in healthcare, offering software-driven, evidence-based interventions for the prevention, management, and treatment of medical conditions such as chronic diseases, mental health disorders, and substance use disorders. Unlike general wellness applications or traditional digital health tools, DTx products are subject to rigorous clinical validation and regulatory scrutiny, ensuring their safety, efficacy, and integration into clinical practice. This manuscript explores the defining characteristics of digital therapeutics, differentiating them from other digital health technologies, and examines their role in patient-centric care. It further investigates global regulatory frameworks, including those in the United States, Europe, and Korea, highlighting the need for harmonized guidelines and structured approval pathways. The paper also discusses the importance of robust clinical trial design, validation methods, and post-market surveillance to support the adoption and reimbursement of DTx. Real-world examples such as EndeavorRx®, reSET, DaylightRx and Somryst illustrate the growing potential of DTx to reshape medical treatment. As digital therapeutics continue to evolve, this review emphasizes the critical need for regulatory agility, evidence-based implementation, and collaborative efforts to fully realize their benefits within modern healthcare systems.

数字疗法(DTx)正在成为医疗保健领域的一种变革性方法,为慢性病、精神健康障碍和物质使用障碍等医疗状况的预防、管理和治疗提供软件驱动的循证干预措施。与一般的健康应用程序或传统的数字健康工具不同,DTx产品需要经过严格的临床验证和监管审查,以确保其安全性、有效性并与临床实践相结合。本文探讨了数字治疗的定义特征,将它们与其他数字健康技术区分开来,并研究了它们在以患者为中心的护理中的作用。它进一步调查了全球监管框架,包括美国、欧洲和韩国的监管框架,强调了统一指导方针和结构化审批途径的必要性。本文还讨论了强大的临床试验设计,验证方法和上市后监督的重要性,以支持DTx的采用和报销。诸如EndeavorRx®、reSET、DaylightRx和Somryst等现实世界的例子说明了DTx在重塑医疗方面不断增长的潜力。随着数字疗法的不断发展,本综述强调了对监管灵活性、循证实施和协作努力的迫切需要,以充分实现其在现代医疗保健系统中的益处。
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引用次数: 0
Applications and Challenges of Artificial Intelligence and Big Data in Drug Regulation. 人工智能与大数据在药品监管中的应用与挑战
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-05 DOI: 10.1007/s43441-026-00946-8
Zhao Liu, Yang Zheng, Jun Fang, Lin Yuan

Artificial intelligence (AI) and big data are increasingly applied in drug regulation and have demonstrated significant potential worldwide. The U.S. Food and Drug Administration (FDA) has developed a relatively comprehensive approach through strategic frameworks, regulatory guidelines, and pilot programs. The European Medicines Agency (EMA) has promoted AI adoption via the Big Data Task Force, DARWIN EU®, and a multi-annual work plan, while Japan, Canada, and other countries have also advanced relevant initiatives and strengthened international cooperation. In China, smart regulation has been incorporated into the "14th Five-Year Plan" and subsequent strategies, with progress in establishing national regulatory data platforms, pharmaceutical traceability systems, and pilot AI applications. Nevertheless, AI in drug regulation remains at an exploratory stage, facing challenges such as limited model reliability and interpretability, insufficient data standards and interoperability, regulatory gaps, and ethical as well as public trust concerns. Future progress will depend on strengthening regulatory standards, enhancing data governance, improving regulatory capacity, and deepening international collaboration to achieve more scientific, intelligent, and efficient drug regulation.

人工智能(AI)和大数据越来越多地应用于药物监管,并在全球范围内显示出巨大的潜力。美国食品和药物管理局(FDA)通过战略框架、监管指南和试点项目制定了相对全面的方法。欧洲药品管理局(EMA)通过大数据工作组、DARWIN EU®和多年工作计划促进了人工智能的采用,而日本、加拿大等国家也推进了相关举措并加强了国际合作。在中国,智能监管已被纳入“十四五”规划及后续战略,在建立国家监管数据平台、药品追溯系统和人工智能试点应用方面取得了进展。尽管如此,人工智能在药品监管方面仍处于探索阶段,面临着模型可靠性和可解释性有限、数据标准和互操作性不足、监管空白以及伦理和公众信任问题等挑战。未来的进展将取决于加强监管标准、加强数据治理、提高监管能力和深化国际合作,以实现更加科学、智能和高效的药品监管。
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引用次数: 0
Systematic Review of Patient Focused Drug Development Meeting Reports for Conditions Affecting Neurodevelopment. 以患者为中心的药物开发会议报告影响神经发育的系统综述。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-05 DOI: 10.1007/s43441-026-00925-z
Cristan Farmer, Victoria Kim, Tanvi Das, Seth Cutler, Heidi Wallis, Audrey Thurm

Background: Researchers of rare diseases affecting neurodevelopment struggle with concept and outcome assessment identification issues that are uniquely associated with developmental concepts but common across conditions. However, the potential to capitalize on the collective commonness of rare disease in order to achieve the large samples often required to create and validate clinical outcome assessments is insufficiently tapped. Identifying synergies in concepts of interest across conditions affecting neurodevelopment may accelerate clinical outcome assessment development for prioritized concepts. We conducted the first systematic review of patient focused drug development (PFDD) meeting reports, to identify concepts prioritized by patients and caregivers across conditions.

Methods: Sixteen reports on rare conditions affecting neurodevelopment were identified. The responses to two survey items, "top three most troublesome symptoms" and "top three ideal treatment targets," were coded into general concepts and the endorsement rates were aggregated across the conditions.

Results: Full consensus about any individual troublesome symptom or treatment target was rare for any condition. Three conditions had no concept that exceeded 30% endorsement. However, for 11 of the 16 conditions, at least 30% of the respondents endorsed the developmental concepts of Communication or Cognitive/Developmental as a most troublesome symptom and as an ideal treatment target.

Conclusions: This empirical support for the shared prioritization of developmental concepts across heterogeneous conditions is an important first step in unifying clinical outcome assessment development efforts to promote clinical trial readiness in rare disease.

背景:影响神经发育的罕见疾病的研究人员与概念和结果评估识别问题作斗争,这些问题与发育概念独特相关,但在各种情况下都很常见。然而,利用罕见病的集体共性来实现创建和验证临床结果评估所需的大样本的潜力还没有充分挖掘。确定在影响神经发育的条件下感兴趣的概念中的协同作用可能会加速优先概念的临床结果评估发展。我们对以患者为中心的药物开发(PFDD)会议报告进行了首次系统回顾,以确定患者和护理人员在不同情况下优先考虑的概念。方法:对16例影响神经发育的罕见疾病进行回顾性分析。对“最棘手的三大症状”和“最理想的三大治疗目标”这两个调查项目的回答被编码成一般概念,并在各个条件下汇总认可率。结果:在任何情况下,对任何个体的麻烦症状或治疗目标的完全共识都是罕见的。三个条件没有概念超过30%的认可。然而,对于16种情况中的11种,至少有30%的受访者赞同沟通或认知/发展的发展概念,认为这是最麻烦的症状,也是理想的治疗目标。结论:这种对跨异质条件下共同优先发展概念的实证支持是统一临床结果评估开发工作以促进罕见病临床试验准备的重要的第一步。
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引用次数: 0
Metformin as an Adjunct in Periodontal Therapy: Mechanistic Insights, Research Evidence and Current Challenges. 二甲双胍在牙周治疗中的辅助作用:机理、研究证据和当前的挑战。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-02 DOI: 10.1007/s43441-026-00945-9
Hamza Alasbily, Muna Saad Elburki

Periodontal disease is a chronic inflammatory disorder that gradually destroys tooth-supporting tissues including the alveolar bone, periodontal ligament, and cementum. In recent years, interest has grown in repurposing metformin, a well-known oral antidiabetic drug, as an adjunct to periodontal therapy. Experimental studies have indicated that metformin can aid periodontal healing by promoting stem cell-driven regeneration, enhancing osteoblast activity, and reducing osteoclast-mediated resorption. Clinical trials have further reported that both systemic and local applications of metformin, when used alongside conventional non-surgical treatment, can improve probing depth, clinical attachment, and radiographic markers of bone recovery. However, the results remain inconsistent across study designs, dosage strategies, and delivery methods, and concerns about safety and long-term outcomes persist. This review examines the potential role of metformin in periodontal therapy, with a focus on its mechanisms of action, clinical and experimental evidence, and the current challenges of its use in periodontology. Overall, metformin shows promise as a host-modulatory and regenerative adjunct in periodontal therapy, warranting further large-scale clinical trials.

牙周病是一种慢性炎症性疾病,它会逐渐破坏牙齿的支撑组织,包括牙槽骨、牙周韧带和牙骨质。近年来,人们对二甲双胍(一种众所周知的口服降糖药)作为牙周治疗的辅助药物的兴趣越来越大。实验研究表明,二甲双胍可以通过促进干细胞驱动的再生、增强成骨细胞活性和减少破骨细胞介导的再吸收来促进牙周愈合。临床试验进一步报道,全身和局部应用二甲双胍,当与传统的非手术治疗一起使用时,可以改善探探深度、临床附着和骨恢复的放射学标记。然而,研究设计、剂量策略和给药方法的结果仍然不一致,对安全性和长期结果的担忧仍然存在。本文综述了二甲双胍在牙周病治疗中的潜在作用,重点介绍了其作用机制、临床和实验证据,以及目前在牙周病学中应用的挑战。总的来说,二甲双胍在牙周治疗中显示出作为宿主调节和再生辅助药物的前景,需要进一步的大规模临床试验。
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引用次数: 0
Physician Perceptions and Intentions in Response to Unsupportive Data for Off-label Uses: An Experimental Study with Primary Care Providers and Oncologists. 医生的看法和意图,以响应非支持数据的标签外使用:一项实验研究,初级保健提供者和肿瘤学家。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2025-11-09 DOI: 10.1007/s43441-025-00887-8
Kathryn J Aikin, Simani M Price, Amie C O'Donoghue, Melanie Chansky, Robert Baskin

Background: Physician awareness of evidence about off-label uses of prescription drugs can affect prescribing decisions. We tested approaches to disclosing unsupportive data about off-label uses and assessed disclosure impact on perceptions and intentions.

Design: Primary care providers (PCPs) and oncologists viewed a brief report describing an off-label use of trazodone for insomnia (PCPs) or imiquimod for lentigo maligna (oncologists) and provided their perceptions of its Usefulness and Importance for prescribing decisions, and Intentions to search for additional information about the off-label use. We tested four variations (plus control) of a disclosure about the existence of unsupportive data for the off-label use: complete brief report (specific information about the off-label use), summary plus citation (specific information about the off-label use), citation (general information about the off-label use), and statement that other data may exist (general information about the off-label use).

Results: Physicians who read any disclosure about the existence of unsupportive data for the off-label use rated the information as more Important for prescribing decisions than those receiving only information about the off-label use (control) (p = 0.01). PCPs reported specific data disclosures were more Useful for prescribing decisions (p < 0.001) than less specific disclosures. Oncologists found all disclosures about unsupportive data Useful but those who read disclosures stating unsupportive data may exist reported greater Intention to search for additional information about the off-label use of the drug (p = 0.03). Frequent off-label prescribing was associated with lower ratings for information Importance for prescribing decisions for both groups (p < 0.05). Prescribing the drug previously was associated with lower ratings of information Importance and Usefulness for prescribing decisions among PCPs (p < 0.001) and greater Intention to search for additional information about the drug (p < 0.001) among oncologists.

Conclusions: Disclosures about unsupportive data for off-label uses are important and useful for prescribing decisions. Physicians who prescribe drugs for off-label uses more frequently or have prescribed the drug previously may discount the importance of the information. Tailoring the specificity of the disclosure to the needs of the audience may increase its effectiveness.

背景:医生对处方药物说明书外使用证据的认识可以影响处方决策。我们测试了披露标签外使用的不支持数据的方法,并评估了披露对感知和意图的影响。设计:初级保健提供者(pps)和肿瘤学家查看了一份简短的报告,该报告描述了曲唑酮治疗失眠(pps)或咪喹莫特治疗恶性lentigo(肿瘤学家)的说明书外使用,并提供了他们对处方决策的有用性和重要性的看法,以及搜索说明书外使用的其他信息的意图。我们测试了关于说明书外使用存在不支持数据的披露的四种变体(加对照):完整的简短报告(关于说明书外使用的具体信息),摘要加引用(关于说明书外使用的具体信息),引用(关于说明书外使用的一般信息),以及可能存在其他数据的声明(关于说明书外使用的一般信息)。结果:与那些只收到说明书外使用信息的医生相比,阅读任何关于说明书外使用存在不支持数据的披露的医生认为这些信息对处方决策更重要(对照)(p = 0.01)。pcp报告的具体数据披露对处方决策更有用(p结论:披露非说明书使用的支持性数据对处方决策是重要和有用的。那些经常开说明书外用药的医生或者以前开过这种药的医生可能会低估这些信息的重要性。根据受众的需要调整披露的特殊性可能会提高其有效性。
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引用次数: 0
Beyond the Data: Addressing Ethical Concerns in Clinical Trials. 超越数据:解决临床试验中的伦理问题。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2026-01-05 DOI: 10.1007/s43441-025-00912-w
Laith Thamer Al-Ameri, Mohammed Shihab Al-Edanni, Zaki Noah Hasan
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引用次数: 0
Regulatory Requirements for Interchangeable Biosimilar Designation. 可互换生物类似药指定的法规要求。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2025-11-16 DOI: 10.1007/s43441-025-00897-6
Praveen J Samy, Morgane C Mouslim, Charles L Bennett, Antonio J Trujillo

Background: In 2019, the US Food and Drug Administration (FDA) finalized guidance for designating interchangeable biosimilars requiring pre-approval phase III clinical trials to evaluate safety when reference and biosimilar formulations are interchanged. In June 2024, Draft FDA Guidance on interchangeability relaxes FDA approval criteria focusing on analytic rather than clinical findings. This study examines US trends in interchangeable biosimilar approvals between 2019 and 2025, manufacturer strategies, and regulatory timelines.

Methods: We used the FDA Purple Book archive (September 2025) to identify interchangeable biosimilars, associated Biologic License Application (BLA) numbers, manufacturers, reference products, and FDA approval dates. FDA submission dates were obtained from FDA approval letters. We analyzed trends by year, manufacturer, product, and product class to assess patterns in approval timing and strategy.

Results: Since 2020, the FDA has approved 26 interchangeable biosimilars, with 19 approved between January 2024 and September 2025. Six are adalimumab biosimilars. Manufacturers employed two strategies: concurrent submission for interchangeability (17 cases) or delayed pursuit (9 cases). Average approval timelines decreased from 798 days for applications dated in 2020 to 364 days for applications dated in 2024. All interchangeable biosimilars completed pre-approval switching studies.

Conclusions: Concurrent interchangeable designation is now the predominant regulatory pathway. The FDA June 2024 Draft Guidance, removing switching studies requirement for interchangeability might cut biosimilar development costs and development timelines. These changes, alongside provider and patient education, could enhance biosimilar uptake and reduce biologic drug costs.

背景:2019年,美国食品和药物管理局(FDA)最终确定了指定可互换生物类似药的指南,要求在参考制剂和生物类似药互换时进行预批准的III期临床试验,以评估安全性。2024年6月,FDA关于互换性的指南草案放宽了FDA批准标准,重点是分析而不是临床发现。本研究考察了2019年至2025年美国可互换生物仿制药批准的趋势、制造商战略和监管时间表。方法:我们使用FDA紫书档案(2025年9月)来识别可互换的生物仿制药、相关的生物许可申请(BLA)编号、制造商、参考产品和FDA批准日期。FDA提交日期来自FDA批准信。我们按年份、制造商、产品和产品类别分析趋势,以评估批准时间和策略的模式。结果:自2020年以来,FDA已批准26种可互换生物仿制药,其中19种在2024年1月至2025年9月期间获得批准。6个是阿达木单抗生物仿制药。制造商采用两种策略:并发提交可互换性(17例)或延迟追索(9例)。平均审批时间从2020年的798天减少到2024年的364天。所有可互换生物仿制药完成了批准前转换研究。结论:并发可互换命名是目前主要的调控途径。FDA 2024年6月指南草案,取消可互换性的切换研究要求可能会降低生物类似药的开发成本和开发时间表。这些变化,加上提供者和患者的教育,可以提高生物类似药的吸收和降低生物药物的成本。
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引用次数: 0
An Industry Perspective on Compassionate Use in Europe: A Call for Change. 从行业角度看欧洲的人道用药:呼吁变革。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2025-12-15 DOI: 10.1007/s43441-025-00902-y
Philipp Schlatter, Nina Heiss, Pedro Franco, Annie O'Keefe Martin, Susan Robson, Ramona Reichenbach

Background: Options for patients to receive unauthorised medicines through compassionate use (CU) in Europe vary greatly. There are two CU pathways: cohort programmes, regulated uniformly by the Regulation across EU member states, and individual patient requests (IPRs) governed by the Directive. The latter allows member states to determine their own laws, resulting in heterogeneous regulatory requirements and challenges in operationalization. Consequently, patients may experience delays in accessing CU medicines depending on their country of residence. To compare CU availability across European countries and formulate recommendations for improvement, we analyzed 8,934 patient requests from 30 European countries.

Methods: An exploratory post-hoc analysis was conducted using pooled collaborative data from 8,934 patient requests provided by Merck KGaA, Novartis, Roche, and Sanofi, tracked from January 1, 2020 to April 30, 2023 across 30 countries. All requests with complete dates for submission, company approval, relevant Ethics Committees or Health Authorities, and shipment dates were included.

Results: While internal company CU approval steps were found to be similar with a median approval time of 5 days (median interquartile range (IQR) of 1 (0-6) for cohorts; median IQR 4 (1-8) for IPRs), the time from company approval until shipment varied between cohort requests (median IQR 5 (1-16) days) and IPRs (median IQR 8 (1-22) days). Challenges experienced included differences in the use of CU terminologies, scope, settings, regulatory, and operational requirements.

Conclusion: Our findings indicate that differing national requirements across Europe lead to operational challenges and inter-country variability in CU implementation posing operational challenges for stakeholders, highlighting the need for improved harmonization.

背景:在欧洲,患者通过同情使用(CU)接受未经批准的药物的选择差别很大。有两种CU途径:由欧盟成员国统一管理的队列项目,以及由指令管理的个体患者请求(ipr)。后者允许成员国确定自己的法律,导致不同的监管要求和操作上的挑战。因此,患者在获得CU药物方面可能会遇到延误,这取决于他们居住的国家。为了比较欧洲各国的CU可用性并提出改进建议,我们分析了来自30个欧洲国家的8,934例患者请求。方法:对默克、诺华、罗氏和赛诺菲提供的8,934例患者请求的汇总协作数据进行了探索性事后分析,追踪时间为2020年1月1日至2023年4月30日,覆盖30个国家。包括所有完整的提交日期、公司批准日期、相关伦理委员会或卫生当局日期和发货日期的请求。结果:虽然公司内部的CU审批步骤相似,中位审批时间为5天(队列的中位四分位数范围(IQR)为1 (0-6);中位数IQR为4(1-8),从公司批准到发货的时间在队列请求(中位数IQR为5(1-16)天)和ipr(中位数IQR为8(1-22)天)之间有所不同。所经历的挑战包括使用CU术语、范围、设置、法规和操作需求方面的差异。结论:我们的研究结果表明,欧洲各国不同的需求导致了CU实施的操作挑战和国家间的差异,给利益相关者带来了操作挑战,突出了改进协调的必要性。
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引用次数: 0
Exploring Additional Strength Biowaiver Perspectives in the ICH M13B Framework for Immediate Release Solid Oral Dosage Forms: Opportunities & Challenges. 探索ICH M13B框架中立即释放固体口服剂型的额外强度生物豁免观点:机遇与挑战。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2025-11-25 DOI: 10.1007/s43441-025-00900-0
Rajkumar Boddu, Arvind Rachapally, Mohammed Shareef Khan, Sohel Mohammed Khan, Frederico S Martins, Anuj Kumar Saini, Sivacharan Kollipara

In generic drug development, achieving bioequivalence followed by biowaivers for additional strengths are crucial for timely market entry. As per regulatory guidance, bioequivalence must be demonstrated for at least one strength-typically the highest, though sometimes a lower strength is chosen due to safety or tolerability concerns. Biowaivers for other strengths can be granted if specific criteria are met, that includes linear pharmacokinetics, same manufacturing process, proportional formulation composition, and similar dissolution profiles under defined conditions. The International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use (ICH) has introduced harmonized guidance, ICH M13B on biowaiver requirements for additional strengths. This guidance is currently under draft stage and shall be finalized soon. In this context, the present review article outlines the biowaiver criteria mentioned in the ICH M13B guidance and compares with that of requirements in European Medicines Agency (EMA) and the United States Food and Drug Administration (USFDA). This review highlights the advantages and challenges of ICH M13B at each stage: pharmacokinetic linearity, formulation proportionality, and dissolution similarity in comparison with existing requirements. Based on the assessment performed in the manuscript, there are challenges and advantages for additional strength biowaivers for USFDA and EMA. Because of the significant changes in dissolution similarity assessments, this review highlights the rationale, risk and benefit in comparison with previous criterion. Overall, this review article summarizes the current understanding and interpretation of ICH M13B against existing biowaiver criteria and provides a way forward for successful regulatory submissions for additional strength biowaivers.

在仿制药开发中,实现生物等效性,然后获得额外优势的生物豁免,对于及时进入市场至关重要。根据监管指南,必须证明至少一种强度的生物等效性-通常是最高的,尽管有时出于安全性或耐受性考虑选择较低的强度。如果满足特定标准,则可以授予其他强度的生物豁免,包括线性药代动力学,相同的制造工艺,比例制剂组成和在规定条件下的相似溶出谱。国际人用药品技术要求协调委员会(ICH)推出了关于额外强度的生物豁免要求的协调指南ICH M13B。该指南目前正处于起草阶段,将很快定稿。在这种情况下,本文概述了ICH M13B指南中提到的生物豁免标准,并与欧洲药品管理局(EMA)和美国食品和药物管理局(USFDA)的要求进行了比较。本综述强调了ICH M13B在每个阶段的优势和挑战:与现有要求相比的药代动力学线性、配方比例性和溶出度相似性。根据手稿中进行的评估,USFDA和EMA的额外强度生物豁免存在挑战和优势。由于溶出度相似性评估的重大变化,本综述强调了与先前标准相比的基本原理、风险和益处。总的来说,这篇综述文章总结了目前对ICH M13B对现有生物豁免标准的理解和解释,并为成功提交额外强度生物豁免的监管申请提供了一条前进的道路。
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引用次数: 0
Digitalizing Risk Minimization Measures in EU: Explorative Co-design Workshops with Expert Stakeholders. 欧盟的数字化风险最小化措施:与专家利益相关者的探索性共同设计研讨会。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2026-03-01 Epub Date: 2025-12-17 DOI: 10.1007/s43441-025-00905-9
Mathias Møllebæk, Amalie Christine Bagger, Kirstine Lund Hansen, Sarah Homewood, Christine Hallgreen

Background: Post-marketing risk minimization measures for medicines, e.g. package leaflets and patient cards, aim to ensure that patients and health care professionals receive timely and relevant medicines safety information. The use of digital technologies for risk minimization is emerging but still limited, despite being central in patients' and healthcare professionals' information access. There is currently limited high-level, strategic discussion about the digitalization of additional risk minimization measures.

Objective: To elicit key expert stakeholders' future visions of digital risk minimization measures in the European Union and to explore possible policy and healthcare implications of future digital risk minimization technologies.

Methods: Co-design workshops were conducted in three EU member states with clinicians, industry representatives, regulators, health information technology developers, and legal experts. Workshop transcripts and visual products were analyzed thematically in two coding cycles.

Results: Digitalizing risk minimization measures will transform roles, responsibilities, and collaborations, as stakeholders revise their remits with digital strategies and forge new collaborations to ensure the effectiveness and sustainability of new digital solutions. Success depends on revised implementation pathways that reflect patients' and healthcare professionals' digital access to medicines information and the diverse information ecosystems across the EU. Patients may gain new roles as active data subjects through remote monitoring, raising new ethical and legal considerations.

Conclusion: Digital risk minimization in the EU offers opportunities for timely, personalized interventions but presents challenges in implementation complexity, healthcare professionals' workload, and patient ethics, warranting more focused policy deliberation and research on digital health.

背景:药品上市后风险最小化措施,如包装传单和患者卡,旨在确保患者和卫生保健专业人员及时获得相关的药品安全信息。将数字技术用于最小化风险正在兴起,但仍然有限,尽管它是患者和医疗保健专业人员获取信息的核心。目前,关于额外风险最小化措施的数字化的高层战略讨论有限。目的:引出关键专家利益相关者对欧盟数字风险最小化措施的未来愿景,并探讨未来数字风险最小化技术可能对政策和医疗保健产生的影响。方法:在三个欧盟成员国与临床医生、行业代表、监管机构、卫生信息技术开发人员和法律专家共同设计研讨会。工作坊记录和视觉产品在两个编码周期中进行主题分析。结果:数字化风险最小化措施将改变角色、责任和合作,因为利益相关者通过数字化战略修改其权限,并建立新的合作,以确保新的数字化解决方案的有效性和可持续性。成功取决于修订后的实施路径,这些路径反映了患者和医疗保健专业人员对药品信息的数字化访问以及整个欧盟的不同信息生态系统。通过远程监控,患者可能获得作为活跃数据主体的新角色,引发新的伦理和法律考虑。结论:欧盟的数字风险最小化为及时、个性化的干预提供了机会,但在实施复杂性、医疗保健专业人员的工作量和患者道德方面提出了挑战,需要对数字健康进行更有针对性的政策审议和研究。
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引用次数: 0
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Therapeutic innovation & regulatory science
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