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用于研究肌萎缩侧索硬化症中胃管使用情况的因果推断方法。

Causal inference methods to study gastric tube use in amyotrophic lateral sclerosis.

作者信息

McDonnell Erin, Schoenfeld David, Paganoni Sabrina, Atassi Nazem

机构信息

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.

出版信息

Neurology. 2017 Oct 3;89(14):1483-1489. doi: 10.1212/WNL.0000000000004534. Epub 2017 Sep 1.

Abstract

OBJECTIVE

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.

METHODS

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.

RESULTS

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.

CONCLUSIONS

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.

CLINICALTRIALSGOV IDENTIFIER

NCT00349622.

CLASSIFICATION OF EVIDENCE

This study provides Class III evidence that for patients with ALS, G-tube placement decreases survival time and does not affect QOL.

摘要

目的

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。

方法

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。

结果

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。

结论

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。

临床试验注册号

NCT00349622。

证据分级

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。

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