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Comparison of Product Features and Clinical Trial Designs for the DTx Products with the Indication of Insomnia Authorized by Regulatory Authorities. 监管机构授权的失眠症适应症 DTx 产品功能和临床试验设计比较。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-21 DOI: 10.1007/s43441-024-00684-9
Takashi Hosono, Yuki Niwa, Masuo Kondoh

Background: Digital therapeutics (DTx) have attracted attention as the substitutes or add-ons to conventional pharmacotherapy and the number of DTx products authorized with the regulatory reviews of the clinical evidence is increasing. Insomnia is one of the major targets of the DTx due to the benefit from cognitive behavioral interventions and several products have been launched in the market with regulatory reviews. However, common features of the products and the clinical evidence required by each regulatory agency have not been investigated.

Methods: In this study, we identified the DTx products with the primary indication of insomnia authorized with regulatory reviews of clinical evidence by literature and website searches, and investigated the common features of the products and of the study designs for the pivotal clinical trials.

Results: The total of 6 DTx products were identified. The components of cognitive behavioral therapy for insomnia (CBT-I) were identified as common features of the products. All the pivotal clinical trials were randomized, parallel-group, blind studies against insomnia patients. No products have been authorized in multiple countries regardless of the similarity of the features of the products and of the study designs for the pivotal clinical trials.

Conclusions: Our study revealed that the components of CBT-I and gold standard design in pivotal clinical trials were adopted in all the DTx products for insomnia authorized with reviews of clinical evidence. At the same time, our findings suggest the needs of internationally harmonized regulatory review and authorization system to facilitate the early patient access to the promising DTx products.

背景:数字疗法(DTx)作为传统药物疗法的替代品或附加疗法备受关注,经临床证据监管审查授权的 DTx 产品数量也在不断增加。由于认知行为干预的益处,失眠症是 DTx 的主要治疗目标之一。然而,尚未对这些产品的共同特点以及各监管机构所需的临床证据进行调查:在这项研究中,我们通过文献和网站搜索,确定了主要适应症为失眠的 DTx 产品,并对这些产品的共同特点和关键临床试验的研究设计进行了调查:结果:共发现了 6 种 DTx 产品。结果:共发现了 6 种 DTx 产品,这些产品的共同特点是都含有失眠认知行为疗法(CBT-I)的成分。所有关键临床试验都是针对失眠患者进行的随机、平行分组、盲法研究。无论产品的特征和关键临床试验的研究设计是否相似,都没有产品在多个国家获得授权:我们的研究表明,所有通过临床证据审查获得授权的治疗失眠症的 DTx 产品都采用了 CBT-I 的组成部分和关键临床试验中的黄金标准设计。同时,我们的研究结果表明,有必要建立国际统一的监管审查和授权制度,以方便患者尽早获得前景广阔的DTx产品。
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引用次数: 0
A Framework for the Use and Likelihood of Regulatory Acceptance of Single-Arm Trials 单臂试验的使用和监管机构接受的可能性框架
IF 1.5 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-16 DOI: 10.1007/s43441-024-00693-8
Disha Subramaniam, Colin Anderson-Smits, Rebecca Rubinstein, Sydney T. Thai, Rose Purcell, Cynthia Girman

Background

Single-arm clinical trials (SAT) are common in drug and biologic submissions for rare or life-threatening conditions, especially when no therapeutic options exist. External control arms (ECAs) improve interpretation of SATs but pose methodological and regulatory challenges.

Objective

Through narrative reviews and expert input, we developed a framework for considerations that might influence regulatory use and likelihood of regulatory acceptance of an SAT, identifying non-oncology first indication approvals as an area of interest. We systematically analyzed FDA and EMA approvals using SATs as pivotal evidence. The framework guided outcome abstraction on regulatory responses.

Methods

We examined all non-oncology FDA and EMA drug and biologic approvals for first indications from 2019 to 2022 to identify those with SAT as pivotal safety or efficacy evidence. We abstracted outcomes, key study design features, regulator responses to SAT and (where applicable) ECA design, and product label content.

Results

Among 20 SAT-based FDA approvals and 17 SAT-based EMA approvals, most common indications were progressive rare diseases with high unmet need/limited therapeutic options and a natural history without spontaneous improvement. Of the types of comparators, most were natural history cohorts (45% FDA; 47% EMA) and baseline controls (40% FDA; 47% EMA). Common critiques were of non-contemporaneous ECAs, subjective endpoints, and baseline covariate imbalance between arms.

Conclusion

Based on recent FDA and EMA approvals, the likelihood of regulatory success for SATs with ECAs depends on many design, analytic, and data quality considerations. Our framework is useful in early drug development when considering SAT strategies for evidence generation.

背景单臂临床试验(SAT)在罕见或危及生命的药物和生物制剂申报中很常见,尤其是在没有治疗方案的情况下。通过叙述性综述和专家意见,我们建立了一个框架,用于考虑可能影响监管机构使用单臂临床试验以及监管机构接受单臂临床试验的可能性,并将非肿瘤学首次适应症批准作为一个关注领域。我们系统分析了 FDA 和 EMA 将 SAT 作为关键证据的批准情况。方法我们研究了 2019 年至 2022 年 FDA 和 EMA 批准的所有非肿瘤学药物和生物制剂的首次适应症,以确定那些将 SAT 作为关键安全性或有效性证据的药物。结果在 20 项基于 SAT 的 FDA 批准和 17 项基于 SAT 的 EMA 批准中,最常见的适应症是渐进性罕见病,具有高需求未获满足/治疗选择有限的特点,且自然病史无自发改善。在比较对象类型中,大多数是自然病史队列(45% FDA;47% EMA)和基线对照(40% FDA;47% EMA)。常见的批评意见包括非同期ECA、主观终点以及两臂间基线协变量不平衡。结论根据最近FDA和EMA的批准情况,带有ECA的SAT在监管方面取得成功的可能性取决于许多设计、分析和数据质量方面的考虑因素。我们的框架对早期药物开发中考虑 SAT 证据生成策略非常有用。
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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 : 2024-09-16 DOI: 10.1007/s43441-024-00699-2
Ubaka Ogbogu, Anja Nel
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引用次数: 0
Latest Developments in “Adaptive Enrichment” Clinical Trial Designs in Oncology 肿瘤学 "适应性强化 "临床试验设计的最新进展
IF 1.5 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-13 DOI: 10.1007/s43441-024-00698-3
Yue Tu, Lindsay A. Renfro

As cancer has become better understood on the molecular level with the evolution of gene sequencing techniques, considerations for individualized therapy using predictive biomarkers (those associated with a treatment’s effect) have shifted to a new level. In the last decade or so, randomized “adaptive enrichment” clinical trials have become increasingly utilized to strike a balance between enrolling all patients with a given tumor type, versus enrolling only a subpopulation whose tumors are defined by a potential predictive biomarker related to the mechanism of action of the experimental therapy. In this review article, we review recent innovative design extensions and adaptations to adaptive enrichment designs proposed during the last few years in the clinical trial methodology literature, both from Bayesian and frequentist perspectives.

随着基因测序技术的发展,人们对癌症的分子水平有了更深入的了解,利用预测性生物标志物(与治疗效果相关的生物标志物)进行个体化治疗的考虑也提升到了一个新的高度。在过去十年左右的时间里,随机 "适应性富集 "临床试验得到了越来越多的应用,以便在招募所有特定肿瘤类型的患者与只招募其肿瘤由与实验疗法作用机制相关的潜在预测性生物标志物定义的亚群之间取得平衡。在这篇综述文章中,我们将从贝叶斯和频数主义的角度,回顾过去几年临床试验方法学文献中提出的适应性富集设计的最新创新设计扩展和调整。
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引用次数: 0
Advanced Regenerative Medicines for Rare Diseases: A Review of Industry Sponsors Investment Motivations 治疗罕见病的先进再生药物:产业赞助商投资动机综述
IF 1.5 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-10 DOI: 10.1007/s43441-024-00690-x
Ubaka Ogbogu, Anja Nel

Despite regulatory changes designed to stimulate investment in therapies for rare diseases, many of these conditions lack government-approved treatments. Advanced regenerative medicines, which are therapies and clinical interventions aimed at healing or replacing damaged or defective human cells, tissues, and organs, offer great promise for addressing many rare diseases. A major challenge facing advanced regenerative medicines for rare diseases is securing financial support to assist in bringing a therapy to market. This paper describes the factors cited by pharmaceutical industry players globally for sponsoring the development of advanced regenerative medicines for rare diseases. The paper examines the motivations of 53 sponsors that meet the latter criteria. The motivations behind investments were broadly similar amongst sponsors and map closely onto regulatory requirements for clinical development and marketing authorization of advanced therapeutic products, including the presence of accelerated or attenuated pathways for regulatory approval, use for indications with high unmet medical needs, and/or that have advantages over existing therapies, and robust preclinical data. Other factors include availability of investment incentives and opportunities for off-label use in the post-approval stages.

尽管监管法规的变化旨在刺激对罕见病疗法的投资,但许多罕见病仍缺乏政府批准的治疗方法。先进的再生医学是旨在治疗或替代受损或有缺陷的人体细胞、组织和器官的疗法和临床干预措施,为治疗许多罕见病带来了巨大希望。治疗罕见病的先进再生医学面临的一大挑战是如何获得资金支持,以帮助将疗法推向市场。本文介绍了全球制药业赞助开发罕见病先进再生药物的因素。本文研究了符合后一种标准的 53 家赞助商的动机。各赞助商的投资动机大致相同,并与先进治疗产品的临床开发和上市授权的监管要求密切相关,包括监管审批存在加速或减弱途径、用于未满足医疗需求较高的适应症,和/或与现有疗法相比具有优势,以及临床前数据强劲。其他因素还包括是否有投资激励措施,以及在批准后阶段的标示外使用机会。
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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 : 2024-09-06 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
Adopting a Framework for Rapid Real-World Data Analyses in Safety Signal Assessment. 在安全信号评估中采用快速真实世界数据分析框架。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-06 DOI: 10.1007/s43441-024-00694-7
Lu Wang, Negar Golchin, Stephanie von Klot, Claudia A Salinas, Katrin Manlik, Vaishali Patadia, Mary K Miller, Julius Asubonteng, Rachel McDermott, Julie Barberio, Geoffrey Gipson

The expanding availability of real-world data (RWD) has led to an increase in both the interest and possibilities for using this information in postmarketing safety analyses and signal management. While there is enormous potential value from the safety insights generated through RWD, the analysis preparation, execution, and communication required to reliably deliver the evidence can be time consuming. Since the safety signal assessment process is a regulated and timebound process, any supporting RWD analyses require a rapid turnaround of well-designed and informative results. To address this challenge, a TransCelerate BioPharma working group was formed and developed a framework to help teams responsible for safety signal assessment overcome the challenges of working with RWD rapidly to deliver analyses within regulatory timelines. Here, a previously performed safety assessment was evaluated within the context of the developed framework to illustrate how the framework may be adopted in practice.

随着真实世界数据(RWD)可用性的不断扩大,在上市后安全分析和信号管理中使用这些信息的兴趣和可能性也随之增加。虽然真实世界数据所产生的安全性洞察力具有巨大的潜在价值,但可靠地提供证据所需的分析准备、执行和沟通却非常耗时。由于安全信号评估过程是一个受监管且有时间限制的过程,因此任何支持性的 RWD 分析都需要设计合理且信息丰富的分析结果,并能快速交付。为应对这一挑战,TransCelerate 生物制药工作组成立并开发了一个框架,帮助负责安全信号评估的团队克服与 RWD 快速合作的挑战,在监管时限内交付分析结果。在此,我们根据开发的框架对之前进行的安全性评估进行了评估,以说明如何在实践中采用该框架。
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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 : 2024-09-03 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
The Impact of Serialisation on Operational Efficiency and Productivity in Irish Pharmaceutical Sites. 序列化对爱尔兰制药厂运营效率和生产力的影响。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-01 Epub Date: 2024-05-29 DOI: 10.1007/s43441-024-00662-1
Daniel O' Mahony, Alan Lynch, Olivia McDermott

Technology enabling drug serialisation technology was introduced by regulators to enhance security in pharmaceutical supply chain and protect drugs from infiltration by falsified and substandard medicines. The introduction of systems for serialisation required huge financial outlays manufacturers of pharmaceuticals. This study investigated the impact of serialisation on the operational efficiency and productivity in Irish pharmaceutical sites. A qualitative study was conducted with 11 manufacturing sites in Ireland. The participating companies operated a total of 114 pack-lines, representing approximately 65% of the automated packing lines in the country. The study found that serialisation had a negative effect on packaging production line OEE and line availability and on the individuals cost per unit of packaged pharmaceuticals. The research results estimated that the capital costs of serialisation were four times greater than those estimated by the regulators. There was a 4.1 cents average cost per pack for serialisation with high volume sites reporting an annual cost of serialisation of up to €4.5 m per annum and a 2.7% increase in the average cost of goods sold. A pattern whereby where many pharmaceutical manufacturers are transitioning from smaller batch production and moving toward larger batch production sizes in order to increases efficiencies was identified. The research also proposed the use of a serialisation depreciation factor as a method to determine the impact of serialisation on the cost of goods sold. This is the first study of its kind into the cost of serialisation from a manufacturer's viewpoint and studying the effects of serialisation on productivity, line availability and operational efficiency.

监管机构引入药品序列化技术,是为了加强药品供应链的安全性,防止伪劣药品渗入。引入序列化系统需要制药商投入巨额资金。本研究调查了序列化对爱尔兰制药厂运营效率和生产率的影响。我们对爱尔兰的 11 家制药厂进行了定性研究。参与研究的公司共运营着 114 条包装线,约占全国自动化包装线的 65%。研究发现,序列化对包装生产线的 OEE 和生产线可用性以及包装药品的单位个人成本产生了负面影响。研究结果估计,系列化的资本成本是监管机构估计成本的四倍。序列化的每包平均成本为 4.1 美分,大批量生产基地报告的序列化年成本高达 450 万欧元,平均销售成本增加 2.7%。研究还发现了一种模式,即许多制药商正在从小批量生产向大批量生产过渡,以提高效率。研究还提出了使用系列化折旧系数的方法,以确定系列化对销售成本的影响。这是首次从制造商的角度研究系列化成本,并研究系列化对生产率、生产线可用性和运营效率的影响。
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引用次数: 0
Preventive Effects of Bioabsorbable Anti-Adhesion Barriers on Bowel Obstruction After Colectomy in Colon Cancer Patients: A Retrospective Cohort Study Using an Insurance Claims Database. 生物可吸收抗粘连屏障对结肠癌患者结肠切除术后肠梗阻的预防作用:利用保险理赔数据库进行的回顾性队列研究。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-09-01 Epub Date: 2024-05-06 DOI: 10.1007/s43441-024-00660-3
Risa Iwata, Shuichi Mochizuki, Tomoaki Hasegawa, Kensuke Ishii, Naoki Matsumaru, Katsura Tsukamoto

Purpose: Postoperative adhesions can be prevented by the use of bioabsorbable anti-adhesion barriers. Although the occurrence of postoperative bowel obstruction is an important concern for patients, at the time of approval of anti-adhesion barriers, its effectiveness in preventing postoperative bowel obstruction had not been evaluated. We aimed to retrospectively evaluate the incidence of bowel obstruction after colectomy in patients with colon cancer using an insurance claims database.

Methods: This retrospective cohort study analyzed the data of colon cancer patients (between 2005 and 2017 from a national insurance claims database) who underwent colectomies to compare the proportion of individuals with postoperative bowel obstruction between the barrier and no barrier groups.

Results: Of the 587 patients who met the inclusion criteria, 308 and 279 patients were identified as the barrier and no barrier groups, respectively. The incidence of postoperative bowel obstruction was significantly lower in the barrier group (log-rank test, P = 0.0483). The cumulative incidence of postoperative bowel obstruction 37 months after the initial colectomy was 6.1% and 10.9% in the barrier and no barrier groups, respectively. Moreover, consistent results were obtained in the matched cohort.

Conclusion: In colectomies for patients with colon cancer, the use of anti-adhesion barriers could significantly reduce the incidence of postoperative bowel obstruction. Evaluations using insurance claims databases could provide important information on outcomes following implementation of medical devices.

目的:使用生物可吸收防粘连屏障可预防术后粘连。虽然术后肠梗阻的发生是患者关心的一个重要问题,但在抗粘连屏障获得批准时,尚未对其预防术后肠梗阻的效果进行评估。我们旨在利用保险理赔数据库,对结肠癌患者结肠切除术后肠梗阻的发生率进行回顾性评估:这项回顾性队列研究分析了接受结肠切除术的结肠癌患者的数据(2005 年至 2017 年期间,数据来自国家保险理赔数据库),以比较有屏障组和无屏障组之间术后肠梗阻患者的比例:在符合纳入标准的 587 名患者中,分别有 308 名和 279 名患者被确定为屏障组和无屏障组。屏障组术后肠梗阻发生率明显较低(对数秩检验,P = 0.0483)。首次结肠切除术后 37 个月,屏障组和无屏障组的术后肠梗阻累积发生率分别为 6.1%和 10.9%。此外,在配对队列中也得到了一致的结果:结论:在结肠癌患者的结肠切除术中,使用防粘连屏障可显著降低术后肠梗阻的发生率。使用保险理赔数据库进行的评估可为医疗设备的使用效果提供重要信息。
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引用次数: 0
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