Danko Jeremic, Juan D Navarro-Lopez, Lydia Jimenez-Diaz
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To achieve this, we developed AlzMeta.app 2.0, a freely accessible web application that enables researchers and clinicians to evaluate the relative and absolute risks and benefits of these therapies in real time, incorporating different prior choices and assumptions of baseline risks of disease progression and adverse events.</p><p><strong>Methods: </strong>We adhered to PRISMA-NMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for reporting of systematic reviews with network meta-analysis) and GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) guidelines for reporting and rating the certainty of evidence. Clinical trial reports (until September 30, 2024) were retrieved from PubMed, Google Scholar, and clinical trial databases (including ClinicalTrials.gov). Studies with <20 sporadic AD patients and a modified Jadad score <3 were excluded. Risk of bias was assessed with the RoB-2 tool. Relative risks and benefits have been expressed as risk ratios and standardized mean differences, with confidence, credible, and prediction intervals calculated for all outcomes. For significant results, the intervention effects were ranked in frequentist and Bayesian frameworks, and their clinical relevance was determined by the absolute risk per 1000 people and number needed to treat (NNT) for a wide range of control responses.</p><p><strong>Results: </strong>Among 7 treatments tested in 21,236 patients (26 studies with low risk of bias or with some concerns), donanemab was the best-ranked treatment on cognitive and functional measures, and it was almost 2 times more effective than aducanumab and lecanemab and significantly more beneficial than other treatments on the global (cognitive and functional) Clinical Dementia Rating Scale-Sum of Boxes (NNT=10, 95% CI 8-16). Special caution is required regarding cerebral edema and microbleeding due to the clinically relevant risks of edema for donanemab (NNT=8, 95% CI 5-16), aducanumab (NNT=10, 95% CI 6-17), and lecanemab (NNT=14, 95% CI 7-31), which may outweigh the benefits.</p><p><strong>Conclusions: </strong>Our results showed that donanemab is more effective and has a safety profile similar to aducanumab and lecanemab, highlighting the need for treatment options with improved safety. 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引用次数: 0
摘要
背景:尽管抗淀粉样蛋白抗体治疗阿尔茨海默病(AD)的批准越来越多,但其临床相关性和风险-收益状况仍不确定。阿尔茨海默病的异质性和有限的长期临床数据使得很难确定选择一种治疗方法的明确理由。目的:这项工作的目的是通过对II期和III期临床试验结果进行传统的配对荟萃分析、频率分析和贝叶斯网络荟萃分析,通过交互式在线荟萃分析方法来评估和比较抗淀粉样蛋白抗体的疗效和安全性。为了实现这一点,我们开发了AlzMeta。App 2.0是一个免费访问的web应用程序,使研究人员和临床医生能够实时评估这些疗法的相对和绝对风险和益处,包括不同的先前选择和疾病进展和不良事件基线风险的假设。方法:我们遵循PRISMA-NMA(系统评价和荟萃分析首选报告项目扩展,用于用网络荟萃分析报告系统评价)和GRADE(推荐、评估、发展和评价分级)指南来报告和评价证据的确定性。临床试验报告(截至2024年9月30日)从PubMed、b谷歌Scholar和临床试验数据库(包括ClinicalTrials.gov)中检索。研究结果:在21236例患者中测试的7种治疗方法(26项低偏倚风险或有一些担忧的研究)中,donanemab是认知和功能测量中排名最高的治疗方法,其有效性几乎是aducanumab和lecanemab的2倍,并且在全球(认知和功能)临床痴呆评定量表-盒和量表(NNT=10, 95% CI 8-16)上显著优于其他治疗方法。由于donanemab (NNT=8, 95% CI 5-16)、aducanumab (NNT=10, 95% CI 6-17)和lecanemab (NNT=14, 95% CI 7-31)的临床相关水肿风险,需要特别注意脑水肿和微出血,这可能超过其益处。结论:我们的研究结果显示,与aducanumab和lecanemab相比,donanemab更有效,并且具有类似的安全性,这突出了对安全性更高的治疗方案的需求。由于频繁的脑水肿和微出血以及COVID-19大流行的影响导致的非盲,可能在纳入的试验中引入了潜在的偏倚。
Clinical Benefits and Risks of Antiamyloid Antibodies in Sporadic Alzheimer Disease: Systematic Review and Network Meta-Analysis With a Web Application.
Background: Despite the increasing approval of antiamyloid antibodies for Alzheimer disease (AD), their clinical relevance and risk-benefit profile remain uncertain. The heterogeneity of AD and the limited availability of long-term clinical data make it difficult to establish a clear rationale for selecting one treatment over another.
Objective: The aim of this work was to assess and compare the efficacy and safety of antiamyloid antibodies through an interactive online meta-analytic approach by performing conventional pair-wise meta-analyses and frequentist and Bayesian network meta-analyses of phase II and III clinical trial results. To achieve this, we developed AlzMeta.app 2.0, a freely accessible web application that enables researchers and clinicians to evaluate the relative and absolute risks and benefits of these therapies in real time, incorporating different prior choices and assumptions of baseline risks of disease progression and adverse events.
Methods: We adhered to PRISMA-NMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for reporting of systematic reviews with network meta-analysis) and GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) guidelines for reporting and rating the certainty of evidence. Clinical trial reports (until September 30, 2024) were retrieved from PubMed, Google Scholar, and clinical trial databases (including ClinicalTrials.gov). Studies with <20 sporadic AD patients and a modified Jadad score <3 were excluded. Risk of bias was assessed with the RoB-2 tool. Relative risks and benefits have been expressed as risk ratios and standardized mean differences, with confidence, credible, and prediction intervals calculated for all outcomes. For significant results, the intervention effects were ranked in frequentist and Bayesian frameworks, and their clinical relevance was determined by the absolute risk per 1000 people and number needed to treat (NNT) for a wide range of control responses.
Results: Among 7 treatments tested in 21,236 patients (26 studies with low risk of bias or with some concerns), donanemab was the best-ranked treatment on cognitive and functional measures, and it was almost 2 times more effective than aducanumab and lecanemab and significantly more beneficial than other treatments on the global (cognitive and functional) Clinical Dementia Rating Scale-Sum of Boxes (NNT=10, 95% CI 8-16). Special caution is required regarding cerebral edema and microbleeding due to the clinically relevant risks of edema for donanemab (NNT=8, 95% CI 5-16), aducanumab (NNT=10, 95% CI 6-17), and lecanemab (NNT=14, 95% CI 7-31), which may outweigh the benefits.
Conclusions: Our results showed that donanemab is more effective and has a safety profile similar to aducanumab and lecanemab, highlighting the need for treatment options with improved safety. Potential bias may have been introduced in the included trials due to unblinding caused by frequent cerebral edema and microbleeds, as well as the impact of the COVID-19 pandemic.
期刊介绍:
The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades.
As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor.
Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.