聪明地工作,而不是辛苦地工作:使用人工智能协议分析研究脊柱融合的临床试验所面临的延误。

IF 1.6 4区 医学 Q2 SURGERY
Frontiers in Surgery Pub Date : 2025-03-27 eCollection Date: 2025-01-01 DOI:10.3389/fsurg.2025.1546367
Katia Schiegg, Philipp Khlebnikov, Florian Meer, Joel Kühl, Poorya Amini, Janine Antonov, Emin Aghayev, Stephan Radzanowski, Quentin Haas
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引用次数: 0

摘要

随着年龄的增长,脊柱退行性疾病越来越普遍。如果非侵入性或低侵入性治疗方法不成功,脊柱融合术是常用的治疗方法。每年在世界范围内开展大量的脊柱融合临床试验来研究新技术。然而,大量的试验在完成之前就终止了。研究问题:在本研究中,我们分析了自2010年以来所有脊柱融合临床试验的历史表现。材料和方法:相关试验的识别使用Protocol AI,这是Risklick的软件。它从各种来源收集和更新临床试验数据,包括世界卫生组织的临床试验登记和数据集。协议AI自动提取试验数据,对其进行分类,并在试验阶段对其进行聚类。结果:研究脊柱融合的临床试验早期终止的历史概率约为25%。完成试验的平均试验延迟时间为10.6个月。由于平均预期试验持续时间接近40个月,观察到的延迟意味着已完成试验的预期试验持续时间延长了25%。面临延迟和失败的试验主要报告了患者招募的关键问题。讨论与结论:本研究强调实施严格的风险管理计划和招募计划的重要性,同时建议专业人员在试验过程中实施规范化的入组监测分析。招募政策的改进可以极大地提高该领域内试验的效果,使患者和所有相关利益相关者受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Work smart, not hard: analysis of delays faced by clinical trials investigating spinal fusion using Protocol AI.

Introduction: Degenerative diseases of the spine are increasingly prevalent with age. Spinal fusion is a common treatment if non-invasive or less-invasive treatment approaches have not been successful. Numerous clinical trials on spinal fusion are started every year to investigate novel technologies worldwide. However, a substiantial amount of trials are terminated prior to completion.

Research question: In this study, we analyzed the historical performance of all clinical trials on spinal fusion since 2010.

Material and methods: The identification of related trials was carried out using Protocol AI, which is the Risklick's software. It collects and updates clinical trial data from various sources, including clinical trial registries and datasets from the World Health Organization. Protocol AI has automatically extracted the data on trial, categorized them, and clustered them in trial phases.

Results: The historical probability of early termination for a clinical trial investigating spinal fusion was approximately 25%. The average trial delay for completed trials was 10.6 months. With an average anticipated trial duration approaching 40 months, the observed delay represents an extension of 25% of the anticipated trial duration for completed trials. Trials facing delay and failure predominantly reported critical issues with patient recruitment.

Dicsussion and conclusion: This study emphasizes the importance of implementing a strict risk management plan and recruitment plans, while suggesting professionals to implement standardized enrollment monitoring analyzes during the course of the trial. The amelioration of recruitment policies could substantially maximize the performance of trials within the field, benefiting patients and all stakeholders involved.

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来源期刊
Frontiers in Surgery
Frontiers in Surgery Medicine-Surgery
CiteScore
1.90
自引率
11.10%
发文量
1872
审稿时长
12 weeks
期刊介绍: Evidence of surgical interventions go back to prehistoric times. Since then, the field of surgery has developed into a complex array of specialties and procedures, particularly with the advent of microsurgery, lasers and minimally invasive techniques. The advanced skills now required from surgeons has led to ever increasing specialization, though these still share important fundamental principles. Frontiers in Surgery is the umbrella journal representing the publication interests of all surgical specialties. It is divided into several “Specialty Sections” listed below. All these sections have their own Specialty Chief Editor, Editorial Board and homepage, but all articles carry the citation Frontiers in Surgery. Frontiers in Surgery calls upon medical professionals and scientists from all surgical specialties to publish their experimental and clinical studies in this journal. By assembling all surgical specialties, which nonetheless retain their independence, under the common umbrella of Frontiers in Surgery, a powerful publication venue is created. Since there is often overlap and common ground between the different surgical specialties, assembly of all surgical disciplines into a single journal will foster a collaborative dialogue amongst the surgical community. This means that publications, which are also of interest to other surgical specialties, will reach a wider audience and have greater impact. The aim of this multidisciplinary journal is to create a discussion and knowledge platform of advances and research findings in surgical practice today to continuously improve clinical management of patients and foster innovation in this field.
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