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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 : 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 The FDA June 2024 Draft Guidance, removing switching studies requirement for interchangeability might cut biosimilar development costs and development timelines.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
Improving the Analysis of KCCQ Endpoints in Heart Failure Clinical Trials. 心力衰竭临床试验中KCCQ终点分析的改进。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-10 DOI: 10.1007/s43441-025-00888-7
Robin Myte, John Eriksson, Martin Rensfeldt, Yunyun Jiang, Ayman Al-Shurbaji, Per Nyström

Background: The Kansas City Cardiomyopathy Questionnaire (KCCQ) is frequently used in heart failure (HF) clinical trials to evaluate treatment effects on function and symptoms. However, due to the 0-100 boundedness in KCCQ scores, conventional mean change from baseline analysis can underestimate effects for lower-and overestimate effects for higher-baselines. This study demonstrates key issues with conventional statistical methods for analyzing treatment effects on KCCQ in randomized trials and evaluates alternative statistical methods that appropriately account for 0-100 boundedness of scores.

Methods: We conducted clinical trial simulations and re-analyzed a real HF randomized trial-the PRIORITIZE-HF phase II trial of sodium zirconium cyclosilicate. KCCQ change from baseline was analyzed with conventional ANCOVA models, and compared to methods that account for the 0-100 score boundedness: ANCOVA interaction models, Tobit regression, and Beta regression. Mean treatment effects and extent of bias are summarized by method.

Results: There were clear baseline-dependencies in mean effects for KCCQ score change, both in simulated trials and in PRIORITIZE-HF. In the real trial, the conventional ANCOVA model mean effect on KCCQ-overall summary score was + 2.58 overall while for methods allowing effects to depend on baseline - ANCOVA interaction models and Beta regression - mean effects were over twice as large at baseline = 30 (+ 6.33 to + 6.75) and less than half at baseline = 70 (- 0.31 to + 0.89).

Conclusions: Conventional analyses of treatment effects on overall mean KCCQ score changes lead to misinterpretations in clinical trials, but this can be mitigated by using methods allowing for baseline-dependent effects.

背景:堪萨斯城心肌病问卷(KCCQ)常用于心力衰竭(HF)临床试验,以评估治疗对功能和症状的影响。然而,由于KCCQ分数的0-100有界性,传统的基线平均变化分析可能低估了低基线的影响,而高估了高基线的影响。本研究展示了在随机试验中分析治疗效果对KCCQ的传统统计方法的关键问题,并评估了适当解释0-100分有界性的替代统计方法。方法:我们进行了临床试验模拟,并重新分析了一项真实的HF随机试验-环硅酸锆钠的priority -HF II期试验。使用传统的ANCOVA模型分析KCCQ从基线的变化,并与考虑0-100分有界性的方法:ANCOVA交互模型、Tobit回归和Beta回归进行比较。通过方法总结了平均治疗效果和偏倚程度。结果:在模拟试验和priority - hf试验中,KCCQ评分变化的平均效应有明显的基线依赖性。在实际试验中,传统ANCOVA模型对kccq总体总结评分的平均影响为+ 2.58,而对于允许影响取决于基线- ANCOVA相互作用模型和Beta回归的方法,基线= 30(+ 6.33至+ 6.75)的平均影响超过两倍,基线= 70(- 0.31至+ 0.89)的平均影响不到一半。结论:治疗效果对总体平均KCCQ评分变化的传统分析导致临床试验中的误解,但这可以通过使用允许基线依赖效应的方法来减轻。
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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 : 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
Navigating the Future: Considerations for use of Continuous Glucose Monitoring in Diabetes Trials. 导航未来:糖尿病试验中使用连续血糖监测的考虑。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-07 DOI: 10.1007/s43441-025-00880-1
Anna Kettermann, Gauri Dandi, Jennifer Clark, Yoonhee Kim, Jaejoon Song, Frank Pucino, Eileen Navarro Almario

Background: A continuous glucose monitoring system (CGM) is a digital health technology (DHT) device that measures interstitial glucose. CGMs are used in the management of diabetes. The purpose of this study was to retrospectively assess the quality of CGM data in a clinical trial involving patients with type 1 diabetes.

Methods: CGM data were collected from 461 patients with type 1 diabetes who participated in a 16-week, double-blind phase 3 trial designed to examine the efficacy of prandial (mealtime) insulins. CGM data were collected at three 2 week study time points. The patterns of missing CGM data (due to non-wear, user- and device-related causes) and the relationship between CGM metrics and hemoglobin A1C (HbA1c) were examined using data visualization approaches.

Results: Across the three observation periods, 4.7-6% of CGM observations were missing. Approximately 16% of daily values were missing on days when a new CGM sensor was inserted. For many patients, high glucose variability was associated with low time in range (TIR) and HbA1c >7%. Conversely, low glucose variability was associated with higher TIR.

Conclusions: Our analysis identified the need for adequate documentation indicating the presence of patient- and device-related events (e.g., sensor changes, non-wear time) to address causes of missing CGM data. These causes need to be considered prior to the statistical assessment of such data for research and regulatory purposes. Accurate documentation of post-baseline events is important for the development of research and regulatory standards for the collection and analysis of data acquired from DHTs.

背景:连续血糖监测系统(CGM)是一种测量间质血糖的数字健康技术(DHT)设备。cgm用于糖尿病的管理。本研究的目的是回顾性评估涉及1型糖尿病患者的临床试验中CGM数据的质量。方法:收集461例1型糖尿病患者的CGM数据,这些患者参加了一项为期16周的3期双盲试验,旨在检查餐前胰岛素的疗效。在三个2周的研究时间点收集CGM数据。使用数据可视化方法检查CGM数据丢失模式(由于非磨损、用户和设备相关原因)以及CGM指标与血红蛋白A1C (HbA1c)之间的关系。结果:在三个观察期中,缺失了4.7% -6%的CGM观测值。当插入新的CGM传感器时,约有16%的日值丢失。对于许多患者,高血糖变异性与低时间范围(TIR)和HbA1c bb0 %相关。相反,低血糖变异性与较高的TIR相关。结论:我们的分析确定了需要足够的文件来表明患者和设备相关事件(例如,传感器变化,非磨损时间)的存在,以解决丢失CGM数据的原因。在为研究和监管目的对这些数据进行统计评估之前,需要考虑这些原因。基线后事件的准确记录对于制定收集和分析从dht获得的数据的研究和管理标准非常重要。
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引用次数: 0
Patient Insights into and Satisfaction with Treatment, Management, and Clinical Research of Hereditary Hemochromatosis. 遗传性血色素沉着症患者对治疗、管理及临床研究的认识及满意度。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-07 DOI: 10.1007/s43441-025-00886-9
Sonya Abraham, Soraya Benchikh El Fegoun, Matthieu Marty, Sylvia Herget, Ellyn Getz

Introduction: Hereditary hemochromatosis (HH) is a metabolic disorder characterized by excessive iron absorption, leading to damage of the liver, heart, and pancreas. The patient experience of living with HH has not been extensively described. We therefore aimed to understand the experiences of patients living with HH, including those who are intolerant to currently recommended treatment.

Methods: We consulted eight patients living with HH from North America, Europe, and Oceania, exploring their diagnostic journey and their lives and care management experiences. We also qualitatively assessed patient levels of satisfaction with their current treatment, evaluated their attitudes and views toward clinical research on HH, and identified potential drivers and barriers to clinical trial participation. A thematic approach was used to analyze the data.

Results: Patients were mostly of Northern or Western European ancestry (n = 7) and currently receiving phlebotomy (n = 6). Two patients were receiving iron chelation therapy. Patients ranged in age from their 20s to 70s. The median time since diagnosis was 2 (range 0‒33) years; 2 patients were diagnosed within the past year. Patients expressed varying levels of satisfaction with their treatment, based on experience of side effects (i.e., fainting, extreme fatigue), the emotional toll, needle phobia, treatment logistics, and time burden. Feelings of altruism, connections with the HH community, and the potential for new treatment options were among the motivators to join a clinical trial, while side effects were viewed as the primary barrier.

Conclusion: This research provides insights into the patient experience that can inform treatment management and clinical trial design.

简介:遗传性血色素沉着症(HH)是一种代谢性疾病,其特征是铁吸收过多,导致肝脏、心脏和胰腺损伤。HH患者的生活经历尚未被广泛描述。因此,我们旨在了解HH患者的经历,包括那些对目前推荐的治疗不耐受的患者。方法:我们咨询了来自北美、欧洲和大洋洲的8例HH患者,探讨他们的诊断历程及其生活和护理管理经验。我们还定性地评估了患者对当前治疗的满意度,评估了他们对HH临床研究的态度和观点,并确定了参与临床试验的潜在驱动因素和障碍。采用专题方法分析数据。结果:患者大多是北欧或西欧血统(n = 7),目前正在接受静脉切开术(n = 6)。2例患者接受铁螯合治疗。患者年龄从20多岁到70多岁不等。自诊断以来的中位时间为2年(范围0-33年);2例患者在过去一年内确诊。根据副作用的经历(如晕厥、极度疲劳)、情绪损失、针头恐惧症、治疗后勤和时间负担,患者对治疗表达了不同程度的满意度。利他主义的感觉,与HH社区的联系,以及新治疗方案的潜力是加入临床试验的动机之一,而副作用被视为主要障碍。结论:本研究提供了对患者体验的见解,可以为治疗管理和临床试验设计提供信息。
{"title":"Patient Insights into and Satisfaction with Treatment, Management, and Clinical Research of Hereditary Hemochromatosis.","authors":"Sonya Abraham, Soraya Benchikh El Fegoun, Matthieu Marty, Sylvia Herget, Ellyn Getz","doi":"10.1007/s43441-025-00886-9","DOIUrl":"https://doi.org/10.1007/s43441-025-00886-9","url":null,"abstract":"<p><strong>Introduction: </strong>Hereditary hemochromatosis (HH) is a metabolic disorder characterized by excessive iron absorption, leading to damage of the liver, heart, and pancreas. The patient experience of living with HH has not been extensively described. We therefore aimed to understand the experiences of patients living with HH, including those who are intolerant to currently recommended treatment.</p><p><strong>Methods: </strong>We consulted eight patients living with HH from North America, Europe, and Oceania, exploring their diagnostic journey and their lives and care management experiences. We also qualitatively assessed patient levels of satisfaction with their current treatment, evaluated their attitudes and views toward clinical research on HH, and identified potential drivers and barriers to clinical trial participation. A thematic approach was used to analyze the data.</p><p><strong>Results: </strong>Patients were mostly of Northern or Western European ancestry (n = 7) and currently receiving phlebotomy (n = 6). Two patients were receiving iron chelation therapy. Patients ranged in age from their 20s to 70s. The median time since diagnosis was 2 (range 0‒33) years; 2 patients were diagnosed within the past year. Patients expressed varying levels of satisfaction with their treatment, based on experience of side effects (i.e., fainting, extreme fatigue), the emotional toll, needle phobia, treatment logistics, and time burden. Feelings of altruism, connections with the HH community, and the potential for new treatment options were among the motivators to join a clinical trial, while side effects were viewed as the primary barrier.</p><p><strong>Conclusion: </strong>This research provides insights into the patient experience that can inform treatment management and clinical trial design.</p>","PeriodicalId":23084,"journal":{"name":"Therapeutic innovation & regulatory science","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145460066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Letter To the Editor "Strengthening the Use of International Collaborative Regulatory Assessments and Regulatory Alignment- Implications for Global Convergence". 致编辑的信“加强使用国际合作监管评估和监管一致性-对全球趋同的影响”。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-01 Epub Date: 2025-08-11 DOI: 10.1007/s43441-025-00862-3
Zilin Zhao, Fei Xu, Hejia Wan
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引用次数: 0
Impact of Protocol Amendments, Personnel Experience and Social Determinants of Health on Study Protocol Adherence in Clinical Trials with Combination Products. 方案修订、人员经验和健康的社会决定因素对联合用药临床试验中研究方案依从性的影响
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-01 Epub Date: 2025-08-16 DOI: 10.1007/s43441-025-00859-y
K N Cilley, A O Kaliaev, M A Malikova

Introduction: The amendments to the International Council for Harmonization (ICH) Good Clinical Practice (GCP) E8 guidelines were introduced to enhance clinical trial quality, patient safety, and efficiency through a more patient-centric, risk-based approach. This study investigates the impact of various study risk factors such as protocol amendments, informed consent changes, protocol complexity, and social determinants of health (SDOH) on protocol deviations and patient retention in clinical trials involving combination products.

Methods: A retrospective analysis of 14 clinical trials with 202 enrolled subjects was conducted. Key risk indicators (KRIs) such as protocol amendments, amendments triggering informed consent changes, study staff experience, and clinical trial phase were evaluated for their association with protocol deviations. The analysis also explored the influence of social factors, including age, gender, race, insurance type, and travel distance on protocol adherence.

Results: Study revealed that longer study participation was associated with an increased number of protocol deviations (p = 0.0003), while no significant associations were found between protocol deviations and demographic factors (p = 0.4039 for gender; p = 0.40650 for age), insurance type (p = 0.0640), or complexity scores (p = 0.7798). The findings highlight the importance of effective informed consent processes, study staff training, and risk management strategies to minimize protocol deviations and enhance data integrity in clinical trials.

Conclusion: while larger numbers of participant were associated with more deviations, site preparedness and patient compliance can mitigate these risks, underscoring the need for robust quality management systems in clinical trials.

介绍:对国际协调委员会(ICH)良好临床规范(GCP) E8指南的修订是为了通过更加以患者为中心、基于风险的方法来提高临床试验质量、患者安全性和效率。本研究调查了各种研究风险因素的影响,如方案修订、知情同意变更、方案复杂性和健康的社会决定因素(SDOH)对涉及联合产品的临床试验中方案偏差和患者保留的影响。方法:回顾性分析14项临床试验,纳入202例受试者。评估关键风险指标(KRIs),如方案修订、引发知情同意变更的修订、研究人员经验和临床试验阶段与方案偏差的关系。分析还探讨了社会因素,包括年龄、性别、种族、保险类型和旅行距离对协议遵守的影响。结果:研究显示,参与研究的时间越长,方案偏差的数量越多(p = 0.0003),而方案偏差与人口统计学因素之间没有显著关联(性别p = 0.4039;年龄(P = 0.40650),保险类型(P = 0.0640)或复杂性评分(P = 0.7798)。研究结果强调了有效的知情同意流程、研究人员培训和风险管理策略的重要性,以尽量减少方案偏差并提高临床试验中的数据完整性。结论:虽然更多的参与者与更多的偏差相关,但现场准备和患者依从性可以减轻这些风险,强调临床试验中需要强有力的质量管理体系。
{"title":"Impact of Protocol Amendments, Personnel Experience and Social Determinants of Health on Study Protocol Adherence in Clinical Trials with Combination Products.","authors":"K N Cilley, A O Kaliaev, M A Malikova","doi":"10.1007/s43441-025-00859-y","DOIUrl":"10.1007/s43441-025-00859-y","url":null,"abstract":"<p><strong>Introduction: </strong>The amendments to the International Council for Harmonization (ICH) Good Clinical Practice (GCP) E8 guidelines were introduced to enhance clinical trial quality, patient safety, and efficiency through a more patient-centric, risk-based approach. This study investigates the impact of various study risk factors such as protocol amendments, informed consent changes, protocol complexity, and social determinants of health (SDOH) on protocol deviations and patient retention in clinical trials involving combination products.</p><p><strong>Methods: </strong>A retrospective analysis of 14 clinical trials with 202 enrolled subjects was conducted. Key risk indicators (KRIs) such as protocol amendments, amendments triggering informed consent changes, study staff experience, and clinical trial phase were evaluated for their association with protocol deviations. The analysis also explored the influence of social factors, including age, gender, race, insurance type, and travel distance on protocol adherence.</p><p><strong>Results: </strong>Study revealed that longer study participation was associated with an increased number of protocol deviations (p = 0.0003), while no significant associations were found between protocol deviations and demographic factors (p = 0.4039 for gender; p = 0.40650 for age), insurance type (p = 0.0640), or complexity scores (p = 0.7798). The findings highlight the importance of effective informed consent processes, study staff training, and risk management strategies to minimize protocol deviations and enhance data integrity in clinical trials.</p><p><strong>Conclusion: </strong>while larger numbers of participant were associated with more deviations, site preparedness and patient compliance can mitigate these risks, underscoring the need for robust quality management systems in clinical trials.</p>","PeriodicalId":23084,"journal":{"name":"Therapeutic innovation & regulatory science","volume":" ","pages":"1506-1515"},"PeriodicalIF":1.9,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12579691/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144862486","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
Adaptive Design with Bayesian Informed Interim Decisions: Application To a Randomized Trial of Mechanical Circulatory Support. 贝叶斯知情中期决策的自适应设计:应用于机械循环支持的随机试验。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-01 Epub Date: 2025-08-16 DOI: 10.1007/s43441-025-00861-4
R Mukherjee, N Muehlemann, Y Gao, Gregg W Stone, C Mehta

Background: Cardiovascular and oncology trials increasingly require large sample sizes and long follow-up periods. Several approaches have been developed to optimize sample size including sample size re-estimation based on the promising zone approach. With time-to-event endpoints, methods traditionally used to test for treatment effects are based on proportional hazards assumptions, which may not always hold. We propose an adaptive design wherein using interim data, Bayesian computation of Predictive Power (PP) guides the increase in sample size and/or the minimum follow-up duration.

Methods: PROTECT IV is designed to evaluate mechanical circulatory support device vs. standard of care during high-risk percutaneous coronary intervention with the initial enrolment of 1252 patients and initial minimum follow-up of 12 months. The primary endpoint is the composite rate of all-cause death, stroke, durable left ventricular assist device implant or heart transplant, myocardial infarction or hospitalization for cardiovascular causes. The study will employ an adaptive increase in sample size and/or minimum follow-up at the Interim analysis. The adaptations utilize simulations to choose a new sample size up to 2500 and new minimal follow-up time up to 36 months that provides PP of at least 90%.

Results: Via extensive simulations, we have examined the utility of the proposed design for situations like delayed treatment effect, early benefit only and in general crossing of survival curves. Separate Piece-wise Constant Hazard Models with non-influential (weakly-informative) Gamma-priors are fitted to the interim data for the two treatment arms, free from the proportional hazards assumptions, thus yielding more robust interim decision making. The Bayesian modeling facilitates sampling of future observations from the posterior predictive distributions with the predictive probability of trial success is computed via Monte-Carlo simulations. Simulation results show that the fitting Bayesian Piecewise Exponential models to the interim data along with the use of the posterior predictive distributions lead to more "specific" adaptation rules compared to the frequentist Conditional Power while the overall operating characteristics, type-I error and power, are similar.

Conclusion: For clinical trials with time-to-event endpoints and where crossing of survival curves might be anticipated at the planning stage, flexible modeling along with wholesome use of patient-level data such as the calculation of predictive power as proposed here, may be more robust and efficient in making interim decisions such as sample size increase than the traditional use of the conditional power based on summary statistics and proportional hazards assumption.

背景:心血管和肿瘤试验越来越需要大样本量和长随访期。为了优化样本量,已经开发了几种方法,包括基于有希望带方法的样本量重新估计。对于事件时间端点,传统上用于测试治疗效果的方法是基于比例风险假设,这可能并不总是成立。我们提出了一种自适应设计,其中使用中期数据,贝叶斯预测能力(PP)计算指导样本量的增加和/或最小随访时间。方法:PROTECT IV旨在评估机械循环支持装置与标准护理在高风险经皮冠状动脉介入治疗中的作用,初始入组1252例患者,初始最小随访时间为12个月。主要终点是全因死亡、中风、持久左心室辅助装置植入或心脏移植、心肌梗死或心血管原因住院的综合率。该研究将在中期分析中采用适应性增加样本量和/或减少随访的方法。适应性利用模拟选择新的样本量高达2500,新的最小随访时间长达36个月,提供至少90%的PP。结果:通过广泛的模拟,我们已经检验了所提出的设计在延迟治疗效果、仅早期获益和一般生存曲线交叉等情况下的效用。具有非影响(弱信息)伽玛先验的独立分段恒定风险模型被拟合到两个治疗组的中期数据中,不受比例风险假设的影响,从而产生更稳健的中期决策。贝叶斯模型有助于从后验预测分布中对未来观测值进行抽样,通过蒙特卡罗模拟计算试验成功的预测概率。仿真结果表明,将贝叶斯分段指数模型拟合到中期数据,并使用后验预测分布,与频率条件功率相比,可以获得更“具体”的自适应规则,而总体运行特性,i型误差和功率相似。结论:对于具有时间到事件终点的临床试验,以及在计划阶段可能预期生存曲线交叉的临床试验,灵活的建模以及健康地使用患者水平数据(如本文提出的预测能力计算),在做出临时决策(如样本量增加)时,可能比传统使用基于汇总统计和比例风险假设的条件能力更稳健和有效。
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引用次数: 0
Unlocking Generic Market Access: A Retrospective Analysis of USFDA Paragraph IV Filings (2020-2024). 解锁仿制药市场准入:USFDA第IV段申请(2020-2024)回顾性分析
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-01 Epub Date: 2025-07-14 DOI: 10.1007/s43441-025-00831-w
Kajal Gandhi, Ramesh Joga, M Sowndharya, Gadekar Kailas Vijay, Sonali Waiker, Sravani Yerram, Rajeev Singh Raghuvanshi, Saurabh Srivastava

Purpose: This article aims to explore the implications of Paragraph IV certification on generic drug market entry while innovators' patents are still active. It also examines the challenges posed by patent settlements, the BLOCKING Act, and the FDA's decision-making process regarding generic applications. The objective is to shed light on the complexities of pharmaceutical market dynamics, regulatory practices, and the balance between innovation and accessibility.

Methods: The study involves a detailed analysis of the USFDA's recently published Para IV certification list and application statuses from 2020 to 2024. It reviews litigation trends among top generic manufacturers and scrutinizes the impact of patent disputes on market entry. The study also evaluates the potential effects of the BLOCKING Act on the 180-day exclusivity period and generic drug market dynamics.

Results: The analysis reveals that nearly half of the ANDA applications submitted through Paragraph IV certification are deemed 'Eligible,' with significant portions either deferred or extinguished. A peak in eligible ANDA submissions was observed in 2023. Litigation trends show active patent challenges by leading generic companies like Teva, Apotex, and Actavis. The study highlights the FDA's role in facilitating first ANDA approvals, emphasizing the importance of providing safe and effective generic alternatives.

Conclusion: The study concludes that while the FDA supports generic companies in their application processes, patent litigation remains a significant hurdle, delaying the availability of cost-effective generic drugs. The BLOCKING Act, if enacted, is likely to disrupt the 180-day exclusivity incentive, reducing the predictability and value of generic drug market entry.

目的:本文旨在探讨在创新者专利仍然有效的情况下,第四段认证对仿制药市场准入的影响。它还研究了专利和解、阻断法案和FDA关于仿制药申请的决策过程所带来的挑战。其目的是阐明药品市场动态、监管实践以及创新和可及性之间平衡的复杂性。方法:本研究涉及对USFDA最近公布的2020 - 2024年Para IV认证清单和申请状态进行详细分析。它回顾了顶级仿制药制造商的诉讼趋势,并仔细研究了专利纠纷对市场进入的影响。该研究还评估了阻断法案对180天专有权期和仿制药市场动态的潜在影响。结果:分析显示,通过第四段认证提交的ANDA申请中,近一半被认为是“合格的”,其中很大一部分被推迟或取消。2023年观察到符合条件的ANDA申报量达到峰值。诉讼趋势显示,Teva、Apotex和Actavis等领先的仿制药公司正在积极挑战专利。该研究强调了FDA在促进首次ANDA批准方面的作用,强调了提供安全有效的仿制药替代品的重要性。结论:该研究得出结论,尽管FDA在申请过程中支持仿制药公司,但专利诉讼仍然是一个重大障碍,延迟了具有成本效益的仿制药的可用性。阻断法案如果颁布,可能会破坏180天的排他性激励,降低仿制药市场准入的可预测性和价值。
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引用次数: 0
Statistical Considerations and Challenges with Time-to-Event Analyses for Composite Endpoints in Clinical Trials. 临床试验中复合终点的事件时间分析的统计考虑和挑战。
IF 1.9 4区 医学 Q4 MEDICAL INFORMATICS Pub Date : 2025-11-01 Epub Date: 2025-07-22 DOI: 10.1007/s43441-025-00840-9
Kaiyi Chen, Yu Du, Yuxin Zhu

The use of composite endpoint is a common strategy often employed to enhance statistical power and address the low incidence of individual outcomes, particularly in cardiovascular and kidney outcome studies. By merging multiple clinically relevant events into a single variable, these endpoints negate the need for multiple testing adjustments and augment the event rate, thus enabling studies of reasonable size and duration. However, as underscored by the FDA's guidance, a thorough evaluation of each component's impact is equally important to ensure the clinical relevance of these endpoints. This article delves into controversies surrounding the interpretation of hazard ratios derived from analyzing the composite endpoint and its individual components, exemplified by an observation from the CLEAR outcome trials. It highlights a paradoxical scenario where the combined treatment effect for the composite endpoint appeared less favorable than when assessing individual components separately. Moreover, we did a re-evaluation of the suitability of using Cox proportional hazards model in this context through theoretical investigation and simulation studies.

使用复合终点是一种常用的策略,通常用于增强统计能力和解决个体结局的低发生率,特别是在心血管和肾脏结局研究中。通过将多个临床相关事件合并为单个变量,这些终点消除了多次测试调整的需要,并增加了事件发生率,从而使研究能够合理的规模和持续时间。然而,正如FDA指南所强调的那样,对每个成分的影响进行彻底评估对于确保这些终点的临床相关性同样重要。本文通过CLEAR结局试验的观察结果,深入探讨了围绕分析复合终点及其单独组成部分得出的风险比的解释的争议。它强调了一个矛盾的情况,即复合终点的联合治疗效果似乎不如单独评估单个成分时有利。此外,我们通过理论调查和模拟研究对Cox比例风险模型在此背景下的适用性进行了重新评价。
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引用次数: 0
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Therapeutic innovation & regulatory science
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