2020年代及以后临床试验的元分析:需要改变范式
1Department of Health Outcomes and Bioinformatics, College of Medicine, University of Florida, Gainesville, Florida 32605, United States of America.
Journal of clinical and translational research
|August 11, 2023
概括
主流的元分析方法有缺陷,可能会产生不正确的公共卫生建议. 比率估计为分析随机临床试验提供了一个严格的替代方案,提高了研究准确性.
科学领域:
- 生物统计学 生物统计学
- 临床试验 临床试验
- 翻译科学 翻译科学
背景情况:
- 一篇经过同行评审的元分析方法文章数学证明了主流随机效应方法是有缺陷的.
- 这些有缺陷的方法可能会导致错误的公共卫生建议,因为微妙的,未经证实的统计假设.
- 这篇文章强调了未披露的假设与沉默的电视广告相似,掩盖了潜在的并发症.
研究的目的:
- 为临床和翻译科学家提供更清晰的解释元分析缺陷.
- 要证明主流方法中的关键假设是错误的,如果最初的假设成立.
- 引入比率估计作为对元分析的严格替代方案.
主要方法:
- 在元分析中,将单个研究视为来自研究概念宇宙的随机样本.
- 使用比率估计来估计相对风险和平均差异.
- 预测样本值以估计宇宙的价值,以便进行可靠的分析.
主要成果:
- 通过两个例子,证明主流方法对主要治疗选择的不利影响.
- 展示了研究权重和估计之间的独立性的核心假设是不支持的.
- 提供了反对主流元分析实践有效性的证据.
结论:
- 在随机临床试验的元分析中,没有使用主流方法的理由.
- 未来的元分析应该避免采用主流方法来防止可能有害的公共卫生政策建议.
- 临床研究人员必须积极确保元分析的良好研究实践.
相关概念视频
Clinical Trials
6.9K
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...
6.9K
Clinical Trials: Overview
3.0K
Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
3.0K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
148
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
148
Study Designs in Epidemiology
269
Epidemiological study designs are fundamental tools for investigating the distribution, determinants, and control of health conditions in populations. They help researchers understand the relationships between exposures and outcomes, and they broadly fall into two categories: "observational" and "experimental" studies.
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
269
Hazard Ratio
158
The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
For example, in a clinical trial...
158
Preclinical Development: Overview
4.5K
Preclinical development consists of a series of tests that ensure the safety and efficacy of a new therapeutic compound before it is tested in humans. There are four main phases to this process. First, safety pharmacology tests are conducted to ensure the drug does not produce any acutely harmful effects. These tests examine parameters such as bronchoconstriction, cardiac dysrhythmias, blood pressure changes, and ataxia. Next, preliminary toxicological testing is performed to determine the...
4.5K


