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Assessment of the Change of a Continuous Variable as a Function of its Initial Value
JAMA Cardiology ( IF 14.8 ) Pub Date : 2021-11-01 , DOI: 10.1001/jamacardio.2021.3025
Christian Funck-Brentano 1, 2
Affiliation  

To the Editor Marcusa et al1 have examined the influence of baseline low-density lipoprotein cholesterol (LDL-C) levels on percentage LDL-C reduction with statins, ezetimibe, and PCSK9 inhibition. Using this mode of calculation, they report a higher percentage reduction in LDL-C with evolocumab in patients with lower baseline LDL-C levels, compared with a less marked percentage LDL-C reduction with simvastatin at lower baseline LDL-C levels and no significant reduction of LDL-C levels with ezetimibe at lower baseline values.1 However, the use of percentage changes might be misleading since it is influenced by absolute baseline values, eg, a 30% reduction from 100 mg/dL (to convert to millimoles per liter, multiply by 0.0259) converts to 70 mg/dL, a 30 mg/dL absolute reduction, whereas a 30% reduction from 70 mg/dL converts to 49 mg/dL, a 21 mg/dL absolute reduction. More importantly, assessing the change of a parameter as a function of its baseline value is subject to bias because baseline values are used to calculate percentage changes.2,3 An analysis of the slope and intercept of the regression lines between LDL-C levels under treatment and baseline LDL-C levels using both linear and log scales, as promoted by MacGregor et al,2 seems more appropriate and might yield different results. This mode of analysis and of graphical display would allow a better comparison of evolocumab, simvastatin, and ezetimibe.



中文翻译:


评估连续变量的变化作为其初始值的函数



致编辑Marcusa 等人1研究了他汀类药物、依折麦布和 PCSK9 抑制作用对基线低密度脂蛋白胆固醇 (LDL-C) 水平对 LDL-C 降低百分比的影响。使用这种计算模式,他们报告说,在基线 LDL-C 水平较低的患者中,evolocumab 降低 LDL-C 的百分比更高,而在基线 LDL-C 水平较低的情况下,辛伐他汀降低 LDL-C 的百分比不太显着,且没有显着差异。依折麦布可将 LDL-C 水平降低至较低的基线值。 1然而,使用百分比变化可能会产生误导,因为它受到绝对基线值的影响,例如,从 100 mg/dL(转换为毫摩尔每升,乘以 0.0259)减少 30% 转换为 70 mg/dL,绝对减少 30 mg/dL,而从 70 mg/dL 减少 30% 转换为 49 mg/dL,绝对减少 21 mg/dL。更重要的是,将参数的变化评估为其基线值的函数会存在偏差,因为基线值用于计算百分比变化。 2 ,3正如 MacGregor 等人所提倡的,使用线性和对数尺度对治疗下 LDL-C 水平与基线 LDL-C 水平之间的回归线的斜率和截距进行分析, 2似乎更合适,并且可能会产生不同的结果。这种分析和图形显示模式可以更好地比较 evolocumab、辛伐他汀和依折麦布。

更新日期:2021-11-08
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