McDonnell Erin, Schoenfeld David, Paganoni Sabrina, Atassi Nazem
From the Biostatistics Center (E.M., D.S.) and Neurological Clinical Research Institute (S.P., N.A.), Massachusetts General Hospital; and Harvard Medical School (D.S., S.P., N.A.), Boston, MA.
Neurology. 2017 Oct 3;89(14):1483-1489. doi: 10.1212/WNL.0000000000004534. Epub 2017 Sep 1.
To estimate effects of gastric tube (G-tube) on survival and quality of life (QOL) in people with amyotrophic lateral sclerosis (ALS) correcting for confounding by indication inherent in nonrandomized observational data.
To complement a recent causal inference analysis, which concluded that G-tube placement increases the hazard of death, permanent assisted ventilation, or tracheostomy by 28%, we fit causal inference models on a different sample of 481 patients with ALS enrolled in a recent clinical trial of ceftriaxone. Forward selection identified predictors of G-tube placement. Effects of G-tube on survival and QOL were estimated using structural nested models and marginal structural models, accounting for predictors of G-tube treatment.
Forced vital capacity and the total score and bulbar subscale of the revised ALS Functional Rating Scale best predicted G-tube placement. Correcting for these confounders, G-tube placement decreased survival time by 46% ( < 0.001) and had no effect on QOL ( = 0.078). Sensitivity survival analyses varied in significance, but none revealed a survival benefit.
In the absence of randomization, causal inference methods are necessary to correct for time-varying confounding. G-tube placement may have a negative effect on survival with no QOL-related benefit for people with ALS. A randomized controlled trial is warranted to further evaluate the efficacy of this widely used intervention.
NCT00349622.
This study provides Class III evidence that for patients with ALS, G-tube placement decreases survival time and does not affect QOL.
估计胃造瘘管(G管)对肌萎缩侧索硬化症(ALS)患者生存及生活质量(QOL)的影响,校正非随机观察数据中固有指征的混杂因素。
为补充近期的因果推断分析(该分析得出G管置入使死亡、永久性辅助通气或气管切开的风险增加28%),我们对参加近期头孢曲松临床试验的481例ALS患者的不同样本拟合因果推断模型。向前选择确定了G管置入的预测因素。使用结构嵌套模型和边际结构模型估计G管对生存和QOL的影响,同时考虑G管治疗的预测因素。
用力肺活量、修订的ALS功能评定量表总分及延髓亚量表最能预测G管置入。校正这些混杂因素后,G管置入使生存时间缩短46%(P<0.001),对QOL无影响(P=0.078)。敏感性生存分析的显著性各不相同,但均未显示出生存获益。
在缺乏随机分组的情况下,因果推断方法对于校正随时间变化的混杂因素很有必要。G管置入可能对生存有负面影响,对ALS患者无QOL相关益处。有必要进行一项随机对照试验,以进一步评估这种广泛应用的干预措施的疗效。
NCT00349622。
本研究提供III级证据,表明对于ALS患者,G管置入会缩短生存时间且不影响QOL。