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Pediatric-Specific Drug Loss Issue in Japan: Comparison of Pediatric Development Status Between Japan and the United States. 日本的儿科专用药物流失问题:日本与美国儿科发展状况的比较。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-23 DOI: 10.1007/s43441-024-00714-6
Ryohei Osako, Naoki Matsumaru, Katsura Tsukamoto

Background: The lack of label information for the pediatric population has been a global issue, leading to the introduction of several countermeasures by major health authorities. Despite various efforts by Japanese health authorities, some drugs are approved only for adults in Japan, while the United States (US) label includes information on pediatric usage for the same drugs. This suggests a potential for pediatric-specific drug loss in Japan, where overall drug loss has recently become a major concern.

Methods: In this study, we compared the pediatric usage status between Japan and the US, focusing on the indications approved in both countries.

Results: Of the 404 indications, 70 (17.3%) and 102 (25.2%) included pediatric usage in Japan and the US, respectively. The proportion of indications, including pediatric usage, was significantly higher in the US than in Japan (χ2 test, p < 0.001). Multivariate analysis of indications for pediatric usage in the US demonstrated that simultaneous development with adults (odds ratio (OR), 24.9; 95% confidence interval (CI), 6.79-91.1) and Japan-first development (OR, 31.5; 95% CI, 2.59-384) were significantly affecting the inclusion of pediatric usage in Japan.

Conclusions: Our results suggest that there was pediatric-specific drug loss in Japan compared to that in the US. The multivariate analysis demonstrated that US-first development and non-simultaneous development had a negative impact on the inclusion of pediatric usage in Japan; however, pediatric assessment request was not a significant factor. Further frameworks to promote pediatric drug development should be introduced in Japan to address pediatric-specific drug loss issues.

背景:缺乏针对儿童群体的标签信息一直是一个全球性问题,导致主要卫生机构采取了多项对策。尽管日本卫生当局做出了各种努力,但有些药物在日本仅被批准用于成人,而美国的标签上却包含了相同药物的儿科用法信息。这表明日本存在儿科专用药物流失的可能性,而在日本,药物的整体流失最近已成为一个主要问题:在这项研究中,我们比较了日本和美国的儿科用药情况,重点是两国批准的适应症:结果:在 404 个适应症中,日本和美国分别有 70 个(17.3%)和 102 个(25.2%)包含儿科用药。美国包括儿科用药在内的适应症比例明显高于日本(χ2检验,p 结论:我们的结果表明,在美国和日本,儿科用药的适应症比例明显高于日本(χ2检验,p):我们的结果表明,与美国相比,日本存在儿科特异性药物流失。多变量分析表明,美国优先开发和非同步开发对日本儿科用药的纳入有负面影响;然而,儿科评估要求并不是一个重要因素。日本应进一步引入促进儿科药物开发的框架,以解决儿科特有的药物流失问题。
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引用次数: 0
Pharmaceutical Company's Choices of Indication for the First Clinical Projects in Oncological Drug Development in the United States. 制药公司对美国肿瘤药物开发首个临床项目适应症的选择。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-31 DOI: 10.1007/s43441-024-00718-2
Can Wu, Shunsuke Ono

We analyzed factors shaping the choice of the lead indication (i.e., cancer type) in the first clinical development projects of new oncological drugs in the United States (US), and how the type of pharmaceutical company is related to this choice. We selected 576 new clinical development projects in the US since 2000 for analysis. These projects were characterized according to three potential perspectives detected by multiple correspondence analysis: the morbidity of the cancer type which corresponds to market size of each cancer type, the company's previous experience with the cancer type, and the company's attitude to development risks. Mega firms tend to choose cancer types with higher morbidity (and large-market), previously experienced cancer types, while diverse small firms choose both major and rare cancers and both high- and low-risk projects, indicating that different sizes of firms utilize different development entry patterns. Common tendencies concerning the choice of lead indication were found across all companies. Cancer types the company had developed and launched in the past were more likely to be chosen; cancer types with high five-year survival rates and those with high competition were less likely to be chosen. The study showed that pharmaceutical companies seem to enter clinical development from cancer types where they can demonstrate their strengths and advantages through experience, depending on each cancer type's different market sizes and development difficulties. The results could provide clues for considering what support measures and incentives are appropriate to balance the efficiency of industrial development and the fulfillment of society's unmet medical needs.

我们分析了影响美国肿瘤新药首个临床开发项目中主导适应症(即癌症类型)选择的因素,以及制药公司类型与这一选择的关系。我们选择了自 2000 年以来美国的 576 个新临床开发项目进行分析。我们根据多重对应分析发现的三个潜在视角对这些项目进行了特征描述:癌症类型的发病率(与每种癌症类型的市场规模相对应)、公司在癌症类型方面的以往经验以及公司对开发风险的态度。大型企业倾向于选择发病率较高(和市场规模大)的癌症类型,以及以前有经验的癌症类型,而多样化的小型企业则既选择主要癌症,也选择罕见癌症,既选择高风险项目,也选择低风险项目,这表明不同规模的企业采用不同的开发进入模式。所有公司在选择先导适应症方面都有共同倾向。公司过去开发并上市的癌症类型更有可能被选中;五年生存率高的癌症类型和竞争激烈的癌症类型被选中的可能性较小。研究表明,制药公司似乎会根据每种癌症类型的不同市场规模和开发难度,从能够通过经验证明自身实力和优势的癌症类型进入临床开发。研究结果可为考虑采取何种适当的支持措施和激励机制来平衡产业发展的效率和满足社会未满足的医疗需求提供线索。
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引用次数: 0
Abstract Versus Concrete Risk Identification in Clinical Research in Japan: Randomized and Prospective Pilot Research on the Effect of Risk Reduction Activities in a Risk-Based Approach. 日本临床研究中的抽象与具体风险识别:基于风险的方法中降低风险活动效果的随机和前瞻性试点研究。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-28 DOI: 10.1007/s43441-024-00702-w
Hidenobu Kondo, Shih-Wei Chiu, Yukikazu Hayashi, Naoto Takahashi, Takuhiro Yamaguchi

Background: The risk-based approach (RBA) of clinical trial was first introduced in 2011-2012. RBA necessitates implementing risk reduction activities that are proportionate to risk in order to reduce avoidable quality issues. However, there is no consistent methodology or research for identifying and evaluating risks and planning risk reduction activities. We aimed to evaluate risk reduction activities and their effects by using two risk identification and evaluation methods.

Methods: Among the risk identification and evaluation methods, we selected one method with the lowest number of categories for identifying risks [risk assessment form (RAF)] and one with the highest number [risk assessment tool (RAT)]. Each method was used to identify and evaluate risks in and plan risk reduction activities for the research on ponatinib blood concentration and treatment outcome in patients with chronic phase chronic myelogenous leukemia. RAF and RAT can identify risk using abstract questions and a list of concrete risks, respectively. The sites were randomized into two groups to implement planned risk reduction activities using RAF and RAT and to compare the mean of errors and protocol deviation per subject visit between the two groups.

Results: The mean of errors per subject visit and the mean of protocol deviation per subject visit were lower in the RAF group than in the RAT group.

Conclusions: Our study indicates that risk reductions can be successfully implemented by using a method to identify and evaluate risks in a small number of abstract categories that are critical to quality of clinical research.

背景:基于风险的临床试验方法(RBA)于 2011-2012 年首次引入。基于风险的方法要求实施与风险相称的降低风险活动,以减少可避免的质量问题。然而,目前还没有一致的方法或研究来识别和评估风险并规划风险降低活动。我们旨在通过两种风险识别和评估方法来评估风险降低活动及其效果:在风险识别和评估方法中,我们选择了一种风险识别类别最少的方法[风险评估表(RAF)]和一种类别最多的方法[风险评估工具(RAT)]。这两种方法分别用于识别和评估慢性期慢性髓性白血病患者的泊纳替尼血药浓度和治疗效果研究中的风险,并规划风险降低活动。RAF 和 RAT 可分别使用抽象问题和具体风险清单来识别风险。研究机构被随机分为两组,利用 RAF 和 RAT 实施有计划的降低风险活动,并比较两组受试者每次就诊的错误平均值和方案偏差:结果:RAF 组受试者每次就诊的误差平均值和方案偏差平均值均低于 RAT 组:我们的研究表明,通过使用一种方法来识别和评估对临床研究质量至关重要的少数抽象类别的风险,可以成功降低风险。
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引用次数: 0
Expert Consensus Recommendations on a Biosimilars Value Framework for the Gulf Cooperation Council Countries. 关于海湾合作委员会国家生物仿制药价值框架的专家共识建议。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-30 DOI: 10.1007/s43441-024-00716-4
Khalid A Alnaqbi, Ahmed Al-Jedai, Mohamed Farghaly, Mohammed A Omair, Anas Hamad, Fatemah M A Abutiban, Ali Al Shirawi, Hanan Al Rayes, Sarah Aldallal, Sahar Fahmy, Steven Simoens

Objective: This paper aims to develop a biosimilar value framework with local stakeholders in Gulf Cooperation Council (GCC) countries.

Methods: A convenience sample of ten key opinion leaders from the United Arab Emirates, Kingdom of Saudi Arabia, Kuwait, Oman and Qatar participated in an expert panel meeting in November 2022 that examined factors positively influencing biosimilar adoption in these countries. The discussion was structured around a conceptual biosimilar value framework and an overview of biosimilar policies as derived from a targeted review of the peer-reviewed and grey literature.

Results: The expert panel agreed on a biosimilar value framework for the GCC countries that is founded on trust, cost savings and contextual considerations. They emphasized the importance of launching educational initiatives that build trust in and expand knowledge of all stakeholders about biosimilars. This also includes making stakeholders aware of the various value propositions of biosimilars as an instrument to produce, for example, cost savings. Finally, they stressed that biosimilar adoption is influenced by contextual factors such as incentives and implementation efforts.

Conclusion: Our proposed biosimilars value framekwork is the first set of recommendations in the Arab countries designed to help policymakers and decision-makers promote biosimilar adoption, both in high-income GCC countries and in low- and middle-income countries.

目的本文旨在与海湾合作委员会(GCC)国家的当地利益相关者共同制定生物仿制药价值框架:2022 年 11 月,来自阿拉伯联合酋长国、沙特阿拉伯王国、科威特、阿曼和卡塔尔的 10 位关键意见领袖参加了一次专家小组会议,会议探讨了对这些国家采用生物仿制药产生积极影响的因素。讨论围绕生物仿制药价值概念框架和生物仿制药政策概述展开,该框架和概述来自对同行评审和灰色文献的针对性审查:专家小组就海湾合作委员会国家的生物仿制药价值框架达成了一致意见,该框架建立在信任、成本节约和环境因素的基础上。他们强调了开展教育活动的重要性,以建立所有利益相关者对生物仿制药的信任并扩大他们对生物仿制药的了解。这还包括让利益相关方了解生物仿制药的各种价值主张,例如作为节约成本的工具。最后,他们强调,生物仿制药的采用受到激励措施和实施力度等环境因素的影响:我们提出的生物仿制药价值框架是阿拉伯国家的第一套建议,旨在帮助政策制定者和决策者促进生物仿制药的采用,无论是在高收入的海湾合作委员会国家,还是在中低收入国家。
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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 : 2025-01-01 Epub 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。
{"title":"An Analysis of the Food and Drug Administration Manufacturer and User Facility Device Experience Database for MAGnetic Expansion Control Spinal Rods.","authors":"Jack Filan, Andrew Bowey, Thomas Joyce","doi":"10.1007/s43441-024-00724-4","DOIUrl":"10.1007/s43441-024-00724-4","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":23084,"journal":{"name":"Therapeutic innovation & regulatory science","volume":" ","pages":"31-40"},"PeriodicalIF":2.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11706908/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142628617","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
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 : 2025-01-01 Epub 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
Comparison of Borrowing Methods for Incorporating Historical Data in Single-Arm Phase II Clinical Trials. 单臂 II 期临床试验中纳入历史数据的借用方法比较。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-11-21 DOI: 10.1007/s43441-024-00723-5
Sara Urru, Michela Verbeni, Danila Azzolina, Ileana Baldi, Paola Berchialla

Background: Over the last few years, many efforts have been made to leverage historical information in clinical trials. Incorporating historical data into current trials allows for a more efficient design, smaller studies, or shorter duration and may potentially increase the relative amount of information on efficacy and safety. Despite these advantages, it is crucial to select external data sources appropriately to avoid introducing potential bias into the new study. This is where borrowing methods become useful. We illustrate and compare the latest methods of borrowing historical data in a single-arm phase II clinical trial setting, examining their impact on statistical power and type I error.

Methods: We implemented static and dynamic versions of the power prior method, incorporating overlapping coefficient and loss functions and meta-analytic predictive priors. These methods were compared with standard and pooling approaches, in which none or all historical data are used.

Results: Dynamic borrowing methods achieve lower type I error inflation than pooling. The power prior approach, integrated with overlapping coefficient, allowed for measuring the similarity of the subjects considering their baseline characteristics, thus the likelihood of the data contains information about both confounders and outcome. Using a discounting function to estimate the power parameter guarantees the similarity of historical information and current trial data.

Conclusion: We provided a comprehensive overview of borrowing methods, encompassing frequentist and Bayesian approaches as well as static and dynamic technique, to guide researchers in selecting the most appropriate strategy.

背景:在过去几年中,人们为在临床试验中利用历史资料做出了许多努力。将历史数据纳入当前的试验可以提高设计效率、缩小研究规模或缩短持续时间,并有可能增加疗效和安全性方面的相对信息量。尽管有这些优势,但关键是要适当选择外部数据源,以避免在新研究中引入潜在偏差。这就是借鉴方法的用武之地。我们说明并比较了在单臂 II 期临床试验中借用历史数据的最新方法,考察了它们对统计能力和 I 型误差的影响:方法:我们采用了静态和动态版本的功率先验方法,其中包含了重叠系数和损失函数以及元分析预测先验。我们将这些方法与标准方法和汇集方法进行了比较,在汇集方法中,不使用或全部使用历史数据:结果:动态借用法的 I 类错误膨胀率低于集合法。功率先验方法与重叠系数相结合,可以衡量受试者基线特征的相似性,因此数据的可能性包含了混杂因素和结果的信息。使用贴现函数估算功率参数可保证历史信息与当前试验数据的相似性:我们全面概述了借用方法,包括频数法和贝叶斯法以及静态和动态技术,以指导研究人员选择最合适的策略。
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引用次数: 0
Pharmacometrics-Enhanced Bayesian Borrowing for Pediatric Extrapolation - A Case Study of the DINAMO Trial. 用于儿科外推的药物计量学增强贝叶斯借法--DINAMO 试验案例研究。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-07 DOI: 10.1007/s43441-024-00707-5
Martin Oliver Sailer, Dietmar Neubacher, Curtis Johnston, James Rogers, Matthew Wiens, Alejandro Pérez-Pitarch, Igor Tartakovsky, Jan Marquard, Lori M Laffel

Bayesian borrowing analyses have an important role in the design and analysis of pediatric trials. This paper describes use of a prespecified Pharmacometrics Enhanced Bayesian Borrowing (PEBB) analysis that was conducted to overcome an expectation for reduced statistical power in the pediatric DINAMO trial due to a greater than expected variability in the primary endpoint. The DINAMO trial assessed the efficacy and safety of an empagliflozin dosing regimen versus placebo and linagliptin versus placebo on glycemic control (change in HbA1c over 26 weeks) in young people with type 2 diabetes (T2D). Previously fitted pharmacokinetic and exposure-response models for empagliflozin and linagliptin based on available historical data in adult and pediatric patients with T2D were used to simulate participant data and derive the informative component of a Bayesian robust mixture prior distribution. External experts and representatives from the U.S. Food and Drug Administration provided recommendations to determine the effective sample size of the prior and the weight of the informative prior component. Separate exposure response-based Bayesian borrowing analyses for empagliflozin and linagliptin showed posterior mean and 95% credible intervals that were consistent with the trial results. Sensitivity analyses with a full range of alternative weights were also performed. The use of PEBB in this analysis combined advantages of mechanistic modeling of pharmacometric differences between adults and young people with T2D, with advantages of partial extrapolation through Bayesian dynamic borrowing. Our findings suggest that the described PEBB approach is a promising option to optimize the power for future pediatric trials.

贝叶斯借鉴分析在儿科试验的设计和分析中发挥着重要作用。本文介绍了预先指定的药物计量学增强贝叶斯借用(PEBB)分析的使用情况,该分析是为了克服儿科DINAMO试验中因主要终点的变异性大于预期而导致的统计能力下降的预期而进行的。DINAMO试验评估了恩格列净给药方案相对于安慰剂和利拉利汀相对于安慰剂对2型糖尿病(T2D)年轻人血糖控制(26周内HbA1c的变化)的有效性和安全性。根据现有的成人和儿童 T2D 患者的历史数据,利用先前拟合的安格列净和利拉利汀的药代动力学和暴露-反应模型模拟受试者数据,并得出贝叶斯稳健混合先验分布的信息成分。外部专家和美国食品和药物管理局的代表提供了建议,以确定先验的有效样本大小和信息先验成分的权重。对恩格列净和利拉利汀分别进行了基于暴露反应的贝叶斯借方分析,结果显示后验均值和95%可信区间与试验结果一致。此外,还使用各种备选权重进行了敏感性分析。在这项分析中使用 PEBB,既结合了对成人和年轻 T2D 患者的药效学差异进行机理建模的优势,又结合了通过贝叶斯动态借法进行部分外推的优势。我们的研究结果表明,所描述的 PEBB 方法是优化未来儿科试验功率的一种有前途的选择。
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引用次数: 0
Open Innovation and Regulatory Challenges in New Modality Development: The Pivotal Role of Contract Development and Manufacturing Organisations in Advancing Antibody Drugs. 新模式开发中的开放式创新和监管挑战:合同开发和制造组织在推动抗体药物发展中的关键作用。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-01-01 Epub Date: 2024-10-28 DOI: 10.1007/s43441-024-00701-x
Hiromu Yoshiura, Yayoi Kawata, Shintaro Sengoku

Background: Ensuring regulatory-compliant manufacturing capability is an essential challenge for new treatment modalities, but its internalisation is not easy for pharmaceutical companies, especially start-ups. This study examines the functions and requirements of contracted development and manufacturing organisations (CDMOs) using the development process of antibody medicines as a case study.

Methods: Utilizing PubMed, Cortellis and Patent Integration databases, this study delves into publication and contractual trends in monoclonal antibody drugs (mAbs) development, alongside an analysis of patent filings by CDMOs, offering a comprehensive overview of the evolving landscape in mAbs innovation.

Results: In the early stages of mAbs development, dedicated bio firms (DBFs) led R&D with superior drug discovery technology but lacked manufacturing capability, which was complemented by CDMOs. This collaboration was an opportunity for CDMOs to expand their capabilities beyond manufacturing technology into antibody drug candidate discovery and structural optimisation technology. From mid-development onwards, it established a technology platform based on these capabilities and developed and established partnerships with existing pharmaceutical companies, including mega pharma.

Conclusions: The impact of institutions and regulations on the innovation process was assessed during this development process. These findings are expected to provide valuable insights into the innovation system for new modalities.

背景:确保符合法规要求的制造能力是新治疗模式面临的一项基本挑战,但对于制药公司,尤其是新成立的公司来说,内部化并非易事。本研究以抗体药物的开发过程为例,探讨了合同开发和制造组织(CDMO)的职能和要求:本研究利用 PubMed、Cortellis 和 Patent Integration 数据库,深入研究了单克隆抗体药物(mAbs)开发过程中的出版和合同趋势,同时分析了 CDMO 的专利申请情况,从而全面概述了 mAbs 创新领域不断变化的格局:在 mAbs 开发的早期阶段,专业生物公司 (DBF) 凭借卓越的药物发现技术领导研发工作,但缺乏制造能力,CDMO 对此进行了补充。这种合作为 CDMO 提供了一个机会,使其能力从制造技术扩展到抗体候选药物的发现和结构优化技术。从开发中期开始,该公司建立了基于这些能力的技术平台,并与现有制药公司(包括大型制药公司)发展和建立了合作伙伴关系:结论:在这一开发过程中,对制度和法规对创新过程的影响进行了评估。这些发现有望为新模式的创新体系提供有价值的见解。
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引用次数: 0
Call for Papers: The Inflation Reduction Act and Its Impact on Innovation, Access, and Affordability. 征文:通货膨胀减少法案及其对创新、获取和负担能力的影响。
IF 2 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2024-12-07 DOI: 10.1007/s43441-024-00721-7
Gregory Daniel
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Therapeutic innovation & regulatory science
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