National Institute of Neurological Disorders and Stroke (U.S.)

美国国家神经疾病和中风研究所
  • 文章类型: Journal Article
    中风治疗学术行业圆桌会议(STAIR)在2023年3月22日的STAIRXII会议期间召开了关于急性中风试验注册的会议和研讨会。这个论坛汇集了中风医生和研究人员,国家神经系统疾病和中风研究所的成员,行业代表,和美国食品和药物管理局的成员讨论急性卒中试验的现状和提高纳入的机会。研讨会确定了影响急性卒中试验登记的最相关问题,并讨论了每个试验的潜在行动项目。重点领域包括美国和其他国家的紧急同意;仔细考虑资格标准,以最大限度地提高入学率和代表性;调查员,研究协调员,以及营业时间以外的药剂师可用性;试验热情/平衡;包括合同问题在内的站点启动;站点冠军;尽可能将研究程序纳入标准工作流程;由研究团队使用远程医疗在远程站点集中注册;全球试验;并在可行的情况下参与试验。总之,纳入参与者是急性卒中试验的命脉,也是测试一系列改善患者结局的令人兴奋的新方法的限速步骤.特别是,应努力扩大医学界对紧急同意程序的理解和实施,并采用易于纳入标准工作流程并提高试验效率和执行的设计和流程。与正在考虑的任何单一疗法相比,提高正在进行和未来试验的招募人数的研究和行动将更广泛地改善中风结局。
    The Stroke Treatment Academic Industry Roundtable (STAIR) convened a session and workshop regarding enrollment in acute stroke trials during the STAIR XII meeting on March 22, 2023. This forum brought together stroke physicians and researchers, members of the National Institute of Neurological Disorders and Stroke, industry representatives, and members of the US Food and Drug Administration to discuss the current status and opportunities for improving enrollment in acute stroke trials. The workshop identified the most relevant issues impacting enrollment in acute stroke trials and addressed potential action items for each. Focus areas included emergency consent in the United States and other countries; careful consideration of eligibility criteria to maximize enrollment and representativeness; investigator, study coordinator, and pharmacist availability outside of business hours; trial enthusiasm/equipoise; site start-up including contractual issues; site champions; incorporation of study procedures into standard workflow as much as possible; centralized enrollment at remote sites by study teams using telemedicine; global trials; and coenrollment in trials when feasible. In conclusion, enrollment of participants is the lifeblood of acute stroke trials and is the rate-limiting step for testing an exciting array of new approaches to improve patient outcomes. In particular, efforts should be undertaken to broaden the medical community\'s understanding and implementation of emergency consent procedures and to adopt designs and processes that are easily incorporated into standard workflow and that improve trials\' efficiencies and execution. Research and actions to improve enrollment in ongoing and future trials will improve stroke outcomes more broadly than any single therapy under consideration.
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  • 文章类型: Journal Article
    目的:本研究描述了更新脑瘫(CP)常见数据元素(CDEs)的过程,特别是识别工具,捕捉慢性疼痛对儿童功能的影响。
    方法:通过美国脑瘫和发育医学学会与国家神经疾病和中风研究所(NINDS)之间的合作,CPCDE被开发为神经科学临床研究的数据标准.NINDSCPCDEs1.0版中慢性疼痛的代表性不足。跨学科专业团队采用了多步骤方法。遵循适应的CP慢性疼痛工具评级系统,以及对心理测量特性的回顾,临床效用,并遵守纳入/排除标准,2022年5月,我们在网上发布了一套推荐的疼痛工具,以征询外部公众意见.
    结果:15种慢性疼痛工具符合纳入标准,代表国际功能分类所有组成部分的结构,残疾与健康。
    结论:本文描述了针对儿科人群的第一个疾病特异性疼痛CDE。提出的一组慢性疼痛工具补充并增强了现有儿科CPCDE的适用性。新型CPCDE疼痛工具协调了慢性疼痛的评估,不仅解决慢性疼痛的强度,还有在日常活动中体验它的功能影响。
    OBJECTIVE: This study describes the process of updating the cerebral palsy (CP) common data elements (CDEs), specifically identifying tools that capture the impact of chronic pain on children\'s functioning.
    METHODS: Through a partnership between the American Academy for Cerebral Palsy and Developmental Medicine and the National Institute of Neurological Disorders and Stroke (NINDS), the CP CDEs were developed as data standards for clinical research in neuroscience. Chronic pain was underrepresented in the NINDS CP CDEs version 1.0. A multi-step methodology was applied by an interdisciplinary professional team. Following an adapted CP chronic pain tools\' rating system, and a review of psychometric properties, clinical utility, and compliance with inclusion/exclusion criteria, a set of recommended pain tools was posted online for external public comment in May 2022.
    RESULTS: Fifteen chronic pain tools met inclusion criteria, representing constructs across all components of the International Classification of Functioning, Disability and Health.
    CONCLUSIONS: This paper describes the first condition-specific pain CDEs for a pediatric population. The proposed set of chronic pain tools complement and enhance the applicability of the existing pediatric CP CDEs. The novel CP CDE pain tools harmonize the assessment of chronic pain, addressing not only intensity of chronic pain, but also the functional impact of experiencing it in everyday activities.
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  • 文章类型: Journal Article
    国家神经疾病和中风研究所工作组制定了神经疾病不平等的决定因素,健康,和幸福框架。我们的目标是指导和激发新一代的神经研究,推动该领域设计和测试新的方法,以追求健康公平,人口健康,和社会正义。我们寻求扩大那些希望减少或消除种族的人的视野,社会经济地位,和其他神经疾病的不平等,健康,和福祉来提高我们创造研究的集体能力,programs,以及导致更大的政策,更有影响力,以及神经系统疾病模式的更可持续变化。在这种情况下,我们概述了一个框架,其中包括并突出了“上游”因素,以期提高研究的重点,programmal,以及减少和消除神经健康和福祉不平等的政策努力。我们明确讨论种族主义和其他结构性因素,以澄清社会决定因素不是自然和不可改变的。神经疾病负担不成比例的人群并不是天生的缺陷,尽管一些构建健康不平等的方法暗示了什么。该框架是线性呈现的,但是连接神经系统疾病决定因素的途径,健康,和幸福远比图中箭头所显示的要复杂得多。该框架突出了因果关系的不同层次和规模,包括结构和中介社会决定因素及其对神经健康的影响。我们提供此框架,以完善对神经系统研究结果的解释进行语境化的努力,并为其应用提出新的途径。我们说明了行为和生物因素是如何在社会和经济背景下发生的,作为减少神经系统疾病不平等的干预点的研究不足的因素。考虑到健康的社会和结构决定因素,为实现神经健康公平提供了有希望的新机会。达到社会正义,改善我们的科学。以这种方式扩展我们的工作不仅仅是关于健康公平或社会正义,而是通过增强基础理论和改进研究设计和实施来从根本上提高神经系统研究的质量。
    A National Institute of Neurological Disorders and Stroke working group developed the Determinants of Inequities in Neurological Disease, Health, and Well-being framework. Our goal was to guide and inspire a new generation of neurologic research that pushes the field to design and test new approaches in pursuit of health equity, population health, and social justice. We seek to expand the lens of those looking to reduce or eliminate racial, socioeconomic status, and other inequities in neurologic disease, health, and well-being to improve our collective ability to create research, programs, and policies that lead to larger, more impactful, and more sustainable change in neurologic disease patterns. In this context, we outline a framework that includes and highlights \"upstream\" factors in the hopes of enhancing the focus of research, programmatic, and policy efforts to reduce and eliminate inequities in neurologic health and well-being. We explicitly discuss racism and other structural factors to clarify that social determinants are not natural and unchangeable. Populations with a disproportionate burden of neurologic disease are not inherently deficient, despite what some approaches to framing health inequities imply. The framework is presented linearly, but the pathways linking the determinants of neurologic disease, health, and well-being are far more complex than those demonstrated by the arrows included in the figure. The framework highlights the different levels and scale of causation, including the structural and intermediary social determinants and their impact on neurologic health. We offer this framework to refine efforts to contextualize the interpretation of neurologic research findings and suggest new avenues for their application. We illustrate how behavioral and biological factors occur in a social and economic context, factors that have been understudied as points of intervention to reduce inequities in neurologic disease. Considering social and structural determinants of health provides promising new opportunities to achieve neurologic health equity, reach social justice, and improve our science. Extending our work in this fashion is not simply about health equity or social justice but to fundamentally improve the quality of neurologic research by enhancing underlying theory and improving study design and implementation.
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  • 文章类型: Journal Article
    目标:2020年,美国国家神经疾病和中风研究所(NINDS)领导层要求其咨询委员会审查NINDS在多样性领域的努力,股本,inclusion,和健康不平等。这些努力的一部分涉及侧重于卫生公平培训和卫生公平研究劳动力多样化活动。本文的目的是总结调查结果并就这些培训活动提出建议。
    方法:国家咨询神经疾病和中风委员会神经系统疾病健康差异和不平等工作组的一个小组参与了NINDS在健康公平培训多样性领域的领导。活动包括电视电话会议,与该领域经验丰富的领导人进行多次磋商,独立写作作业,以及作为2021年9月22日至24日举行的NINDSHEADWAY研讨会的一部分的公开公开讨论。
    结果:工作组建议支持两种不同类型的培训活动:一种是为来自历史上代表性不足的背景的科学家设计的,第二种是为从事健康不平等研究的所有背景的科学家设计的。建议支持赠款编写讲习班和建立多机构指导网络,作为潜在的特别高收益活动。工作组建议所有由NINDS支持的调查人员应具有足够的多样性,股本,和纳入培训应做好准备,并有资格指导来自代表性不足的背景的受训者和从事健康差异研究的受训者;不应该对来自代表性不足的背景的既定调查人员征收“多样性税”,以承担所有指导责任。除其他建议外,健康差异研究方面的培训应包括对干预研究的重点,以减轻不平等现象以及社会科学和定性方法。
    结论:在多样性领域有很多工作要做,股本,inclusion,和健康不平等培训,但是我们乐观地认为这里概述的活动,如果全面实施,会让我们走上正确的道路.
    In 2020, the National Institute of Neurological Disorders and Stroke (NINDS) leadership asked its Advisory Council to review NINDS efforts in the domains of diversity, equity, inclusion, and health inequities. Part of these efforts involved a focus on health equity training and health equity research workforce diversification activities. The objective of this article was to summarize the findings and make recommendations regarding these training activities.
    A subgroup of the National Advisory Neurological Disorders and Stroke Council Working Group for Health Disparities and Inequities in Neurological Disorders was engaged to advise NINDS leadership in the domain of diversity in health equity training. Activities included video teleconference meetings, multiple consultations with experienced leaders in the field, independent writing assignments, and an open public discussion as part of the NINDS HEADWAY workshop held on September 22-24, 2021.
    The working group recommends support for 2 distinct types of training activities: one designed for scientists from historically under-represented backgrounds and the second designed for scientists of all backgrounds performing health inequities research. Support for grant writing workshops and establishment of multi-institutional mentorship networks are recommended as potentially especially high-yield activities. The working group recommends that all NINDS-supported investigators should have sufficient diversity, equity, and inclusion training to be prepared and qualified to mentor trainees from under-represented backgrounds and mentor trainees engaged in health disparities research; there should be no \"diversity tax\" placed on established investigators from under-represented backgrounds to shoulder all the mentorship responsibilities. Among other recommendations, training in health disparities research should include a focus on interventional studies to alleviate inequities as well as social science and qualitative methods.
    There is a great deal of work to do in the field of diversity, equity, inclusion, and health inequities training, but we are optimistic that the activities outlined here, if fully implemented, will set us on the right track.
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  • 文章类型: Journal Article
    目标:正如本特刊所详述的那样,美国国家神经疾病和卒中研究所(NINDS)最近开展了一项战略规划工作,以指导该研究所在健康差异和健康公平(HD/HE)研究方面的工作和优先事项.这项工作的一个投入是进行为期5年的纵向,深入分析2016年至2020年期间新资助的NINDS支持的HD/HE研究。这项分析的目标是根据一致的,描述NINDS的投资组合。当代定义和HD/HE学科理论。这需要一部小说的发展,系统,并验证了分析方案。投资组合分析旨在为NINDS召集的专家工作组的建议以及支持高优先级研究的内部努力提供信息,培训,和基础设施的努力。
    方法:NINDS工作人员开发并验证了此HD/HE研究投资组合分析方案。最终,HD/HE项目的特点是他们的疾病焦点,研究人群,所解决的健康公平决定因素,以及正在进行的研究的类型和阶段。对于所有介入研究,进一步评估了干预措施的类型和设置,以及基于证据的社区参与和干预措施可持续性方法的利用。
    结果:从2016年到2020年,共资助了58个新的HD/HE研究项目。此处描述的描述性分析结果有助于提供NINDS的HD/HE研究组合的整体图景,揭示投资组合中的优势和差距,以及未来投资的时机已经成熟。
    结论:NINDS开发了一种标准化的HD/HE研究分类方法,并嵌入了旨在透明的质量控制检查,准确,和可重复的。此HD/HE研究投资组合分析的结果将作为评估NINDS未来研究投资成功的基线。
    As detailed throughout this special issue, the National Institute of Neurological Disorders and Stroke (NINDS) recently undertook a strategic planning effort to guide the Institute\'s efforts and priorities in health disparities and health equity (HD/HE) research. One input into this effort was to conduct a 5-year longitudinal, in-depth analysis of NINDS-supported HD/HE research newly funded between the years 2016 and 2020. The goals of this analysis were to describe NINDS\'s portfolio according to consistent, contemporary definitions and HD/HE disciplinary theory. This required the development of a novel, systematic, and validated analysis protocol. The portfolio analysis was designed to inform the recommendations of an expert working group convened by the NINDS and internal efforts to support high-priority research, training, and infrastructure efforts.
    NINDS staff developed and validated this HD/HE research portfolio analysis protocol. Ultimately, HD/HE projects were characterized by their disease focus, populations of study, the health equity determinant(s) addressed, and the type and phase of research being conducted. For all interventional research, there was further assessment of the type and setting of intervention delivery as well as utilization of evidence-based community engagement and intervention sustainability approaches.
    A total of 58 new HD/HE research projects were funded from 2016 to 2020. The results of the descriptive analysis described here help provide a holistic picture of NINDS\'s HD/HE research portfolio, revealing strengths and gaps in the portfolio as well as opportunities ripe for future investment.
    NINDS developed a standardized HD/HE research categorization methodology with imbedded quality control checks that is intended to be transparent, accurate, and reproducible. The results of this HD/HE research portfolio analysis will serve as a baseline from which to assess the success of NINDS\'s research investments going forward.
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  • 文章类型: Journal Article
    从2016年到2021年,由美国国立卫生研究院/美国国家神经系统疾病和中风研究所资助的美国国立卫生研究院中风试验网络启动了十项多中心随机对照临床试验。需要具有4个关键属性的最佳主题随机化设计:(1)保护治疗分配的随机性,(2)达到期望的治疗分配比例,(3)基线协变量的平衡,(4)易于实施。对于急性中风试验,有必要尽量减少资格评估和开始治疗之间的时间。本文回顾了目前由美国国立卫生研究院/国家神经疾病和中风研究所资助的中风试验网络中的3项试验的随机设计。SATURN(他汀类药物在脑出血中的试验),MOST(多臂优化卒中溶栓试验),和FASTEST(出血性中风的重组因子VIIa试验)。这些试验中使用的随机方法包括最小的足够平衡,块骨灰盒设计,大棒设计,和逐步随机化。回顾了它们的优点和局限性,并与传统的分层置换块设计和最小化进行了比较。
    From 2016 to 2021, the National Institutes of Health Stroke Trials Network funded by National Institutes of Health/National Institute of Neurological Disorders and Stroke initiated ten multicenter randomized controlled clinical trials. Optimal subject randomization designs are demanded with 4 critical properties: (1) protection of treatment assignment randomness, (2) achievement of the desired treatment allocation ratio, (3) balancing of baseline covariates, and (4) ease of implementation. For acute stroke trials, it is necessary to minimize the time between eligibility assessment and treatment initiation. This article reviews the randomization designs for 3 trials currently enrolling in Stroke Trials Network funded by National Institutes of Health/National Institute of Neurological Disorders and Stroke, the SATURN (Statins in Intracerebral Hemorrhage Trial), the MOST (Multiarm Optimization of Stroke Thrombolysis Trial), and the FASTEST (Recombinant Factor VIIa for Hemorrhagic Stroke Trial). Randomization methods utilized in these trials include minimal sufficient balance, block urn design, big stick design, and step-forward randomization. Their advantages and limitations are reviewed and compared with traditional stratified permuted block design and minimization.
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  • 文章类型: Review
    本文根据9月14日举行的第一届儿科意识障碍护理和研究研讨会上的演讲和讨论,介绍了小儿昏迷和意识障碍的范围,2021年。在此,我们回顾了小儿昏迷护理和研究机会的现状,以及经验丰富的研究人员和临床医生的经验。通过主持人的贡献,确定了儿科和新生儿昏迷护理和研究中当前的主要挑战和机遇。JoseI.Suarez,MD,NinaF.Schor,MD,PhD,BethS.Slomine,博士ErikaMolteni,PhD,和Jan-MarinoRamirez,PhD,由VarinaL.Boerwinkle主持,MD,MarkWainwright的概述,MD,以及随后的观众讨论。程序,VarinaL.Boerwinkle执行计划,MD,MarkWainwright,MD,还有MichelleElenaSchober,MD,推动儿科神经重症监护社区优先事项的确定和发展。
    This proceedings article presents the scope of pediatric coma and disorders of consciousness based on presentations and discussions at the First Pediatric Disorders of Consciousness Care and Research symposium held on September 14th, 2021. Herein we review the current state of pediatric coma care and research opportunities as well as shared experiences from seasoned researchers and clinicians. Salient current challenges and opportunities in pediatric and neonatal coma care and research were identified through the contributions of the presenters, who were Jose I. Suarez, MD, Nina F. Schor, MD, PhD, Beth S. Slomine, PhD Erika Molteni, PhD, and Jan-Marino Ramirez, PhD, and moderated by Varina L. Boerwinkle, MD, with overview by Mark Wainwright, MD, and subsequent audience discussion. The program, executively planned by Varina L. Boerwinkle, MD, Mark Wainwright, MD, and Michelle Elena Schober, MD, drove the identification and development of priorities for the pediatric neurocritical care community.
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  • 文章类型: Journal Article
    在2020年底,国家神经疾病和中风研究所,美国国立卫生研究院的一个研究所,完成了为期18个月的战略规划过程,该过程涉及并参与了各种内部和外部生物医学和一般利益相关者。该研究所于2020年12月在线发布并传播了其2021-2026战略计划。现在,实施1年后,这份进度报告介绍了迄今为止的成就,新的举措和机遇,以及我们将用于衡量战略计划实施的未来进展的指标和基准的预览。
    At the end of 2020, the National Institute of Neurological Disorders and Stroke, an institute of the NIH, completed an 18-month-long strategic planning process that involved and engaged diverse internal and external biomedical and general stakeholders. The institute published and disseminated its 2021-2026 Strategic Plan online in December 2020. Now, 1 year into its implementation, this progress report presents accomplishments to date, new initiatives and opportunities, and a preview of the metrics and benchmarks we will use to gauge the future progress of the strategic plan\'s implementation.
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  • 文章类型: Journal Article
    背景:在神经科学中,共享个人层面数据的重要机会未得到充分利用。评论员提出了数据共享的各种障碍,这可能需要解决。调查人员对主要障碍的看法尚不清楚。此外,生物伦理学家对神经科学数据的潜在滥用提出了担忧,尽管讨论受到潜在风险不确定性的阻碍。目前还不清楚敏感数据是如何获得的,以及调查人员是否认为它们是敏感的。
    方法:在1190名活跃NINDS的主要研究者(PI)中传播了一项在线调查,NIMH,或NIH大脑研究通过推进创新神经技术®(BRAIN)倡议资助涉及人类受试者研究。
    结果:397名研究者对调查做出了回应(应答率33%)。大多数调查人员(84%)支持增加去身份识别的分享,个人层面的数据。然而,调查人员认为数据共享存在许多障碍。最大的障碍是:成本和时间;对数据的解释有限,不了解数据收集的背景;缺乏激励措施;数据采集的标准化和规范有限,格式化,和描述;以及数据类型的异构性。文献中描述为敏感的几种类型的数据在神经科学研究中很常见,例如,行为的神经相关性,情感,或决策(71%)和/或预测数据(54%)。尽管大多数研究人员认为他们的研究数据不太可能或极不可能被滥用来伤害个体研究参与者(82%)。大多数人至少稍微担心如果他们的研究数据被滥用对个人的潜在伤害(65%).调查人员拥有更容易重新识别的数据,来自弱势群体的数据,和神经数据更关心误用的可能性和/或误用其研究数据的危害程度。
    结论:我们希望这些数据有助于优先开发工具和策略,以克服数据共享的主要障碍。此外,这些数据提供了关于哪些可能是敏感数据的输入,对此应考虑采取其他保护措施。
    In the neurosciences, significant opportunities for sharing individual-level data are underexploited. Commentators suggest various barriers to data sharing, which may need to be addressed. Investigators\' perspectives on the main barriers are unclear. Furthermore, bioethicists have raised concerns about the potential misuse of neuroscience data, although discussions are hampered by uncertainty about the potential risks. It is unclear how common sensitive data are obtained and whether investigators judge them as sensitive.
    An online survey was disseminated among 1,190 principal investigators (PIs) of active National Institute of Neurological Disorders and Stroke, National Institute of Mental Health, or NIH Brain Research Through Advancing Innovative Neurotechnologies Initiative grants involving human subject research.
    A total of 397 investigators responded to the survey (response rate 33%). Most investigators (84%) support efforts to increase sharing of deidentified individual-level data. However, investigators perceive many barriers to data sharing. The largest barriers were costs and time; limited interpretation of the data without understanding the context of data collection; lack of incentives; limited standardization and norms for data acquisition, formatting, and description; and heterogeneity of data types. Several types of data described as sensitive in the literature are common among neuroscience studies, for example, neural correlates of behavior, emotions, or decision making (71%) and/or predictive data (54%). Although most investigators consider it unlikely or extremely unlikely for their research data to be misused to harm individual research participants (82%), the majority were at least slightly concerned about potential harm to individuals if their research data were misused (65%). Investigators with more easily reidentifiable data, data from vulnerable groups, and neural data were more concerned about the likelihood of misuse and/or magnitude of harm of misuse of their research data.
    We hope these data help prioritize the development of tools and strategies to overcome the main barriers to data sharing. Furthermore, these data provide input on what may be sensitive data for which additional safeguards should be considered.
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  • 文章类型: Journal Article
    NINDSrt-PA卒中研究经常被引用,以支持阿替普酶在症状发作后3小时内用于急性缺血性卒中。已经发表了该试验的多次事后再分析,以调整卒中严重程度的基线失衡。我们进行了选择偏倚风险评估,并重新分析了试验数据,以确定这种基线失衡的病因是否更可能是由于随机机会或随机错误。
    使用Cochrane偏差风险2(ROB2)工具的信号问题进行选择偏差风险评估。根据随机化过程对试验数据进行了四个敏感性分析:评估独特层分配的不平衡;在每个随机化中心对时间层之间的随机化遵守预先指定的限制;评估独特层的基线计算机断层扫描(CT)结果的差异;以及比较每个时间层中分配组之间的基线特征。在调整敏感性分析中确定的基线不平衡后,使用多变量逻辑回归模型比较报告的治疗效果与修正的治疗效果。
    根据ROB2工具的标准,随机化过程产生偏倚的风险较高.敏感性分析发现,16个独特地层中有11个偏离了预期的1:1分配比例。三个随机化中心违反了关于时间层之间分配的最大差异的先验规则。三个独特的阶层在基线CT结果中存在不平衡,在预后上有利于阿替普酶。在91-180分钟时间层中确定了基线特征的四个不平衡,所有预后均偏爱阿替普酶,并且与0-90分钟时间层相比,阿替普酶治疗效果大小更大。调整基线不平衡后,所有报告的治疗效果均降低.七个最初报告的阳性结果中有三个被修改为不重要。
    这种选择偏倚风险评估揭示了NINDSrt-PA卒中研究中选择偏倚的高风险。基于随机化过程进行的敏感性分析支持该评估。试验中的基线不平衡更可能是由于随机错误而不是随机机会。考虑基线失衡的调整分析显示,报告的治疗效果减少,支持试验中存在选择偏倚。应谨慎根据NINDSrt-PA卒中研究报告的原始治疗效果做出治疗决定和指南建议。
    The NINDS rt-PA Stroke Study is frequently cited in support of alteplase for acute ischemic stroke within 3 h of symptom onset. Multiple post-hoc reanalyses of this trial have been published to adjust for a baseline imbalance in stroke severity. We performed a risk of selection bias assessment and reanalyzed trial data to determine if the etiology of this baseline imbalance was more likely due to random chance or randomization errors.
    A risk of selection bias assessment was conducted using signaling questions from the Cochrane Risk of Bias 2 (ROB 2) tool. Four sensitivity analyses were conducted on the trial data based on the randomization process: assessment of imbalances in allocation in unique strata; adherence to a pre-specified restriction on randomization between time strata at each randomization center; assessment of differences in baseline computed tomography (CT) results in unique strata; and comparison of baseline characteristics between allocation groups within each time strata. A multivariable logistic regression model was used to compare reported treatment effects with revised treatment effects after adjustment of baseline imbalances identified in the sensitivity analyses.
    Based on criteria from the ROB 2 tool, the risk of bias arising from the randomization process was high. Sensitivity analyses found 11 of 16 unique strata deviated from the expected 1:1 allocation ratio. Three randomization centers violated an apriori rule regarding a maximum difference in allocation between the time strata. Three unique strata had imbalances in baseline CT results that prognostically favored alteplase. Four imbalances in baseline characteristics were identified in the 91-180-min time stratum that all prognostically favored alteplase and were consistent with a larger alteplase treatment effect size compared to the 0-90-min time stratum. After adjustments for baseline imbalances, all reported treatment effects were reduced. Three out of seven originally positive reported results were revised to non-significant.
    This risk of selection bias assessment revealed a high risk of selection bias in the NINDS rt-PA Stroke Study. Sensitivity analyses conducted based on the randomization process supported this assessment. Baseline imbalances in the trial were more likely due to randomization errors than random chance. Adjusted analyses accounting for baseline imbalances revealed a reduction in reported treatment effects supporting the presence of selection bias in the trial. Treatment decisions and guideline recommendations based on the original treatment effect reported in the NINDS rt-PA Stroke Study should be done cautiously.
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