On the analysis and interpretation of outcome measures in stroke clinical trials - Lessons from the SAINT I study of NXY-059 for acute ischemic stroke

被引:43
作者
Koziol, James A. [1 ]
Feng, Anne C. [1 ]
机构
[1] Scripps Res Inst, Dept Mol & Expt Med, La Jolla, CA 92037 USA
关键词
Mann-Whitney statistics; numbers needed to treat or harm;
D O I
10.1161/01.STR.0000241106.81293.2b
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and Purpose-A variety of primary end points have been used in acute stroke trials. We focus on the modified Rankin Scale, a reliable and valid ordinal outcome measure that assesses disability on a 7-point scale. Methods-We provide an abbreviated discussion of analytical methods for ordinal scales, and related effect size measures; we illustrate these methods and their interpretation with outcome data from the SAINT I study of NXY-059 in acute ischemic stroke. Results-The nonparametric Mann-Whitney statistic provides a straightforward method for analysis of the modified Rankin Scale, and incorporates associated measures of effect size. These measures are directly related to the concepts of Number Needed to Treat and Number Needed to Harm. Conclusions-Our re-examination of the outcome data from the SAINT I study provides little evidence for the purported efficacy of NXY-059. More broadly, analysis and interpretation of ordinal outcome scales based on ascribed numerical values to the steps of the scale should be done cautiously. Statistical treatment of multiple primary outcome measures in acute stroke clinical trials should be established before analysis. Lastly, conflating statistical and clinical significance should be avoided.
引用
收藏
页码:2644 / 2647
页数:4
相关论文
共 21 条
[1]   Probabilistic index: an intuitive non-parametric approach to measuring the size of treatment effects [J].
Acion, L ;
Peterson, JJ ;
Temple, S ;
Arndt, S .
STATISTICS IN MEDICINE, 2006, 25 (04) :591-602
[2]   Confidence intervals for the number needed to treat [J].
Altman, DG .
BRITISH MEDICAL JOURNAL, 1998, 317 (7168) :1309-1312
[3]   Using change in the national institutes of health stroke scale to measure treatment effect in acute stroke trials [J].
Bruno, A ;
Saha, C ;
Williams, LS .
STROKE, 2006, 37 (03) :920-921
[4]  
Cohen J., 1988, Statistical Power Analysisfor the Behavioral Sciences, DOI DOI 10.1016/B978-0-12-179060-8.50006-2
[5]   THE NUMBER NEEDED TO TREAT - A CLINICALLY USEFUL MEASURE OF TREATMENT EFFECT [J].
COOK, RJ ;
SACKETT, DL .
BRITISH MEDICAL JOURNAL, 1995, 310 (6977) :452-454
[6]   Focus on research - Stroke and neurovascular protection [J].
del Zoppo, GJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2006, 354 (06) :553-555
[7]   Sensitivity to changes in disability after stroke: A comparison of four scales useful in clinical trials [J].
Dromerick, AW ;
Edwards, DF ;
Diringer, MN .
JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT, 2003, 40 (01) :1-8
[8]  
Efron B., 1993, INTRO BOOTSTRAP, DOI 10.1007/978-1-4899-4541-9
[9]   NXY-059 for acute ischemic stroke [J].
Lees, KR ;
Zivin, JA ;
Ashwood, T ;
Davalos, A ;
Davis, SM ;
Diener, H ;
Grotta, J ;
Lyden, P ;
Shuaib, A ;
Hårdemark, H ;
Wasiewski, WW .
NEW ENGLAND JOURNAL OF MEDICINE, 2006, 354 (06) :588-600
[10]   ANALYZING DATA FROM ORDERED CATEGORIES [J].
MOSES, LE ;
EMERSON, JD ;
HOSSEINI, H .
NEW ENGLAND JOURNAL OF MEDICINE, 1984, 311 (07) :442-448