Literature DB >> 16331173

Subgroup analysis and covariate adjustment in randomized clinical trials of traumatic brain injury: a systematic review.

Adrían V Hernández1, Ewout W Steyerberg, Gillian S Taylor, Anthony Marmarou, J Dik F Habbema, Andrew I R Maas.   

Abstract

OBJECTIVE: Few randomized clinical trials (RCTs) in the field of traumatic brain injury (TBI) have shown a significant treatment benefit. We critically reviewed the use of two types of secondary analyses, covariate adjustment and subgroup analysis, which are common in TBI trials.
METHODS: We performed a systematic review of therapeutic phase III RCTs, including adult patients with acute, moderate-to-severe TBI. Glasgow Outcome Scale (GOS) at > or =3 months as outcome, and > or =50 patients per arm were required. We compared the actual reporting of covariate adjustment and subgroup analyses with the Consolidated Standards of Reporting Trials (CONSORT) recommendations. Likewise, we reviewed six protocols of large multicenter RCTs and compared planned and reported subgroups.
RESULTS: We identified 18 RCTs (n = 6439). Sixteen trials used GOS at 6 months as outcome. Five RCTs reported covariate adjustment. The number of covariates was limited (< or =5), most frequently including age. Many covariates were outcome predictors. Four RCTs reported only adjusted treatment effects as the main efficacy parameter. Eleven RCTs reported subgroup analyses. Several subgroup factors (< or =7, mainly outcome predictors) and outcomes (< or =4) were included. The highest total number of subgroups was 15, and only three RCTs completely pre-specified subgroups. Notably, 10 of 11 RCTs performed inappropriate separate subgroup analyses. Of 11 RCTs, 5 gave subgroups the same emphasis as the overall effect. Reported subgroup analyses were insufficiently described and clearly differed from those planned in the protocol.
CONCLUSION: The reported covariate adjustment and subgroup analyses from TBI trials had several methodological shortcomings. Appropriate performance and reporting of covariate adjustment and subgroup analysis should be considerably improved in future TBI trials because interpretation of treatment benefits may be misleading otherwise.

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Year:  2005        PMID: 16331173     DOI: 10.1227/01.neu.0000186039.57548.96

Source DB:  PubMed          Journal:  Neurosurgery        ISSN: 0148-396X            Impact factor:   4.654


  26 in total

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Review 2.  A mapping review of randomized controlled trials in the spinal cord injury research literature.

Authors:  Amanda McIntyre; Brooke Benton; Shannon Janzen; Jerome Iruthayarajah; Joshua Wiener; Janice J Eng; Robert Teasell
Journal:  Spinal Cord       Date:  2018-06-14       Impact factor: 2.772

3.  SPIRIT 2013 explanation and elaboration: guidance for protocols of clinical trials.

Authors:  An-Wen Chan; Jennifer M Tetzlaff; Peter C Gøtzsche; Douglas G Altman; Howard Mann; Jesse A Berlin; Kay Dickersin; Asbjørn Hróbjartsson; Kenneth F Schulz; Wendy R Parulekar; Karmela Krleza-Jeric; Andreas Laupacis; David Moher
Journal:  BMJ       Date:  2013-01-08

4.  Baseline matters: the importance of covariation for baseline severity in the analysis of clinical trials.

Authors:  Edward V Nunes; Martina Pavlicova; Mei-Chen Hu; Aimee N Campbell; Gloria Miele; Denise Hien; Donald F Klein
Journal:  Am J Drug Alcohol Abuse       Date:  2011-09       Impact factor: 3.829

5.  Association between social influences and drinking outcomes across three years.

Authors:  Robert L Stout; John F Kelly; Molly Magill; Maria E Pagano
Journal:  J Stud Alcohol Drugs       Date:  2012-05       Impact factor: 2.582

6.  Subgroup Analysis of Trials Is Rarely Easy (SATIRE): a study protocol for a systematic review to characterize the analysis, reporting, and claim of subgroup effects in randomized trials.

Authors:  Xin Sun; Matthias Briel; Jason W Busse; Elie A Akl; John J You; Filip Mejza; Malgorzata Bala; Natalia Diaz-Granados; Dirk Bassler; Dominik Mertz; Sadeesh K Srinathan; Per Olav Vandvik; German Malaga; Mohamed Alshurafa; Philipp Dahm; Pablo Alonso-Coello; Diane M Heels-Ansdell; Neera Bhatnagar; Bradley C Johnston; Li Wang; Stephen D Walter; Douglas G Altman; Gordon H Guyatt
Journal:  Trials       Date:  2009-11-09       Impact factor: 2.279

7.  Prediction of two month modified Rankin Scale with an ordinal prediction model in patients with aneurysmal subarachnoid haemorrhage.

Authors:  Roelof Risselada; Hester F Lingsma; Andrew J Molyneux; Richard S C Kerr; Julia Yarnold; Mary Sneade; Ewout W Steyerberg; Miriam C J M Sturkenboom
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Review 8.  Reporting on covariate adjustment in randomised controlled trials before and after revision of the 2001 CONSORT statement: a literature review.

Authors:  Ly-Mee Yu; An-Wen Chan; Sally Hopewell; Jonathan J Deeks; Douglas G Altman
Journal:  Trials       Date:  2010-05-18       Impact factor: 2.279

9.  SPIRIT 2013 Statement: defining standard protocol items for clinical trials.

Authors:  An-Wen Chan; Jennifer M Tetzlaff; Douglas G Altman; Andreas Laupacis; Peter C Gøtzsche; Karmela Krle A-Jerić; Asbjørn Hrobjartsson; Howard Mann; Kay Dickersin; Jesse A Berlin; Caroline J Dore; Wendy R Parulekar; William S M Summerskill; Trish Groves; Kenneth F Schulz; Harold C Sox; Frank W Rockhold; Drummond Rennie; David Moher
Journal:  Rev Panam Salud Publica       Date:  2015-12

Review 10.  Developing a Cognition Endpoint for Traumatic Brain Injury Clinical Trials.

Authors:  Noah D Silverberg; Paul K Crane; Kristen Dams-O'Connor; James Holdnack; Brian J Ivins; Rael T Lange; Geoffrey T Manley; Michael McCrea; Grant L Iverson
Journal:  J Neurotrauma       Date:  2016-06-27       Impact factor: 5.269

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