Causal inference methods to study gastric tube use in amyotrophic lateral sclerosis. (3rd October 2017)
- Record Type:
- Journal Article
- Title:
- Causal inference methods to study gastric tube use in amyotrophic lateral sclerosis. (3rd October 2017)
- Main Title:
- Causal inference methods to study gastric tube use in amyotrophic lateral sclerosis
- Authors:
- McDonnell, Erin
Schoenfeld, David
Paganoni, Sabrina
Atassi, Nazem - Abstract:
- 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% ( p < 0.001) and had no effect on QOL ( p = 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.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% ( p < 0.001) and had no effect on QOL ( p = 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. Clinicaltrials.gov 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. … (more)
- Is Part Of:
- Neurology. Volume 89:Number 14(2017)
- Journal:
- Neurology
- Issue:
- Volume 89:Number 14(2017)
- Issue Display:
- Volume 89, Issue 14 (2017)
- Year:
- 2017
- Volume:
- 89
- Issue:
- 14
- Issue Sort Value:
- 2017-0089-0014-0000
- Page Start:
- Page End:
- Publication Date:
- 2017-10-03
- Subjects:
- Neurology -- Periodicals
Neurology -- Periodicals
Neurologie -- Périodiques
616.8 - Journal URLs:
- http://www.mdconsult.com/public/search?search_type=journal&j_sort=pub_date&j_issn=0028-3878 ↗
http://www.mdconsult.com/about/journallist/192093418-5/about0nz0.html ↗
http://www.neurology.org ↗
http://journals.lww.com ↗ - DOI:
- 10.1212/WNL.0000000000004534 ↗
- Languages:
- English
- ISSNs:
- 0028-3878
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6081.500000
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