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建议修改中风试验结果的呈现方式。

Suggested modification of presentation of stroke trial results.

机构信息

1 Department of Radiology and Clinical Neurosciences, University of Calgary, Calgary, Canada.

2 Altair Biostatistics, Mooresville, USA.

出版信息

Int J Stroke. 2018 Oct;13(7):669-672. doi: 10.1177/1747493018778122. Epub 2018 May 15.

Abstract

The modified Rankin Scale (mRS) at 90 days after stroke onset has become the preferred outcome measure in acute stroke trials, including recent trials of interventional therapies. Reporting the range of modified Rankin Scale scores as a paired horizontal stacked bar graph (colloquially known as "Grotta bars") has become the conventional method of visualizing modified Rankin Scale results. Grotta bars readily illustrate the levels of the ordinal modified Rankin Scale in which benefit may have occurred. However, complementing the available graphical information by including additional features to convey statistical significance may be advantageous. We propose a modification of the horizontal stacked bar graph with illustrative examples. In this suggested modification, the line joining the segments of the bar graph (e.g. modified Rankin Scale 1-2 in treatment arm to modified Rankin Scale 1-2 in control arm) is given a color and thickness based on the p-value of the result at that level (in this example, the p-value of modified Rankin Scale 0-1 vs. 2-6)-a thick green line for p-values <0.01, thin green for p-values of 0.01 to <0.05, gray for 0.05 to <0.10, thin red for 0.10 to <0.90, and thick red for p-values ≥0.90 or outcome favoring the control group. Illustrative examples from four recent trials (ESCAPE, SWIFT-PRIME, IST-3, ASTER) are shown to demonstrate the range of significant and non-significant effects that can be captured using this proposed method. By formalizing a display of outcomes which includes statistical tests of all possible dichotomizations of the Rankin scale, this approach also encourages pre-specification of such hypotheses. Prespecifying tests of all six dichotomizations of the Rankin scale provides all possible statistical information in an a priori fashion. Since the result of our proposed approach is six distinct dichotomized tests in addition to a primary test, e.g. of the ordinal Rankin shift, it may be prudent to account for multiplicity in testing by using dichotomized p-values only after adjustment, such as by the Bonferroni or Hochberg-Holm methods. Whether p-values are nominal or adjusted may be left to the discretion of the presenter as long as the presence or absence is clearly stated in the statistical methods. Our proposed modification results in a visually intuitive summary of both the size of the effect-represented by the matched bars and their connecting segments-as well as its statistical relevance.

摘要

改良后的 Rankin 量表(mRS)在卒中发病后 90 天已成为急性卒中试验中的首选结局测量指标,包括最近的介入治疗试验。以配对水平堆叠条形图(俗称“Grotta 条形图”)报告改良 Rankin 量表评分范围已成为可视化改良 Rankin 量表结果的常规方法。Grotta 条形图可直观地显示可能发生获益的改良 Rankin 量表的有序水平。然而,通过包括附加特征来补充可用的图形信息以传达统计学意义可能是有利的。我们提出了一种水平堆叠条形图的修改,并用示例来说明。在这种建议的修改中,连接条形图各段的线(例如,治疗组中的改良 Rankin 量表 1-2 到对照组中的改良 Rankin 量表 1-2)根据该水平的结果的 p 值赋予颜色和厚度(在本例中,改良 Rankin 量表 0-1 与 2-6 的 p 值)-p 值小于 0.01 时为粗绿色线,p 值为 0.01 到小于 0.05 时为细绿色线,p 值为 0.05 到小于 0.10 时为灰色线,p 值为 0.10 到小于 0.90 时为细红线,p 值大于 0.90 或结果有利于对照组时为粗红线。显示了来自四项最近试验(ESCAPE、SWIFT-PRIME、IST-3、ASTER)的示例,以说明可以使用这种建议的方法捕获的显著和非显著效果的范围。通过正式显示对 Rankin 量表的所有可能二分法的统计检验的结果,这种方法还鼓励对这些假设进行预先指定。预先指定 Rankin 量表的所有六种二分法的检验以先验的方式提供了所有可能的统计信息。由于我们提出的方法的结果是除了主要检验(例如,有序 Rankin 移位)之外的六个不同的二分化检验,因此通过调整(例如,Bonferroni 或 Hochberg-Holm 方法)仅在调整后使用二分化 p 值进行检验的多重性可能是明智的。只要在统计方法中清楚地说明存在或不存在,p 值是名义值还是调整值可以由演示者自行决定。我们提出的修改结果是对效果大小的直观总结-由匹配的条形图及其连接段表示-以及其统计学相关性。

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