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心血管随机试验中具有潜在临床意义的益处是否被误解?对统计学显著性、临床意义及作者结论的系统审视。

Are potentially clinically meaningful benefits misinterpreted in cardiovascular randomized trials? A systematic examination of statistical significance, clinical significance, and authors' conclusions.

作者信息

Allan G Michael, Finley Caitlin R, McCormack James, Kumar Vivek, Kwong Simon, Braschi Emelie, Korownyk Christina, Kolber Michael R, Lindblad Adriennne J, Babenko Oksana, Garrison Scott

机构信息

Evidence-Based Medicine, Department of Family Medicine - Research Program, University of Alberta, 6-10 University Terrace, Edmonton, AB, T6G 2T4, Canada.

Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada.

出版信息

BMC Med. 2017 Mar 20;15(1):58. doi: 10.1186/s12916-017-0821-9.

Abstract

BACKGROUND

While journals and reporting guidelines recommend the presentation of confidence intervals, many authors adhere strictly to statistically significant testing. Our objective was to determine what proportions of not statistically significant (NSS) cardiovascular trials include potentially clinically meaningful effects in primary outcomes and if these are associated with authors' conclusions.

METHODS

Cardiovascular studies published in six high-impact journals between 1 January 2010 and 31 December 2014 were identified via PubMed. Two independent reviewers selected trials with major adverse cardiovascular events (stroke, myocardial infarction, or cardiovascular death) as primary outcomes and extracted data on trial characteristics, quality, and primary outcome. Potentially clinically meaningful effects were defined broadly as a relative risk point estimate ≤0.94 (based on the effects of ezetimibe) and/or a lower confidence interval ≤0.75 (based on the effects of statins).

RESULTS

We identified 127 randomized trial comparisons from 3200 articles. The primary outcomes were statistically significant (SS) favoring treatment in 21% (27/127), NSS in 72% (92/127), and SS favoring control in 6% (8/127). In 61% of NSS trials (56/92), the point estimate and/or lower confidence interval included potentially meaningful effects. Both point estimate and confidence interval included potentially meaningful effects in 67% of trials (12/18) in which authors' concluded that treatment was superior, in 28% (16/58) with a neutral conclusion, and in 6% (1/16) in which authors' concluded that control was superior. In a sensitivity analysis, 26% of NSS trials would include potential meaningful effects with relative risk thresholds of point estimate ≤0.85 and/or a lower confidence interval ≤0.65.

CONCLUSIONS

Point estimates and/or confidence intervals included potentially clinically meaningful effects in up to 61% of NSS cardiovascular trials. Authors' conclusions often reflect potentially meaningful results of NSS cardiovascular trials. Given the frequency of potentially clinical meaningful effects in NSS trials, authors should be encouraged to continue to look beyond significance testing to a broader interpretation of trial results.

摘要

背景

虽然期刊和报告指南建议呈现置信区间,但许多作者仍严格坚持进行具有统计学意义的检验。我们的目的是确定在无统计学意义(NSS)的心血管试验中,主要结局包含潜在临床意义效应的比例,以及这些效应是否与作者的结论相关。

方法

通过PubMed检索2010年1月1日至2014年12月31日期间在六种高影响力期刊上发表的心血管研究。两名独立评审员选择以主要不良心血管事件(中风、心肌梗死或心血管死亡)作为主要结局的试验,并提取有关试验特征、质量和主要结局的数据。潜在的临床意义效应被广泛定义为相对风险点估计值≤0.94(基于依泽替米贝的效应)和/或较低置信区间≤0.75(基于他汀类药物的效应)。

结果

我们从3200篇文章中识别出127项随机试验比较。主要结局具有统计学意义(SS)且支持治疗的占21%(27/127),无统计学意义(NSS)的占72%(92/127),具有统计学意义且支持对照的占6%(8/127)。在61%的无统计学意义试验(56/92)中,点估计值和/或较低置信区间包含潜在的有意义效应。在作者得出治疗更优结论的试验中,67%(12/18)的试验点估计值和置信区间均包含潜在的有意义效应;在得出中性结论的试验中,这一比例为28%(16/58);在得出对照更优结论的试验中,这一比例为6%(1/16)。在一项敏感性分析中,当相对风险阈值为点估计值≤0.85和/或较低置信区间≤0.65时,26%的无统计学意义试验将包含潜在的有意义效应。

结论

在高达61%的无统计学意义的心血管试验中,点估计值和/或置信区间包含潜在的临床意义效应。作者的结论通常反映了无统计学意义的心血管试验的潜在有意义结果。鉴于无统计学意义试验中潜在临床意义效应的频率,应鼓励作者继续超越显著性检验,对试验结果进行更广泛的解读。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0362/5357813/46b67f4d5336/12916_2017_821_Fig1_HTML.jpg

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