Back

Quantifying the relationship between time to command-following and outcomes after TBI: the 1% rule

Snider, S. B.; Deng, H.; Hammond, F. M.; Kowalski, R. G.; Walker, W. C.; Zafonte, R. D.; Giacino, J. T.; Puccio, A. M.; Bodien, Y. G.

2024-06-04 neurology
10.1101/2024.06.04.24308423
Show abstract

ImportanceRecovery of command-following after traumatic brain injury (TBI) is an important prognostic indicator, however, the relationship between time to command-following and long-term functional outcome is not clear. ObjectiveEvaluate the association between command-following and outcome 1-year after TBI. Design Cohort study of participants with moderate-severe TBI in the TBI Model Systems (TBIMS) who were followed 1-year post injury, and validation in an independent dataset from the Brain Trauma Research Center (BTRC) database. SettingTBIMS is a multi-center study of participants with moderate-severe TBI treated in an inpatient rehabilitation hospital. The BTRC database is derived from a single US level 1 trauma center and includes patients with severe TBI. ParticipantsTBIMS: N=9,052 (mean{+/-}SD age 38{+/-}18 years, 76% male, 67% white); BTRC: N=228 (mean age 37{+/-}17 years, 76% male, 91% white). Participants did not follow commands on acute hospital admission and survived to discharge. ExposureDays to command-following during hospitalization. Main OutcomeGlasgow Outcome Scale Extended (GOSE) score <4 (i.e., death or dependency) 1-year post TBI. ResultsParticipants in TBIMS were more likely than those in BTRC to follow commands during acute hospitalization (90% vs 63%; p<0.001) and had a shorter median time to command-following (5 vs 9.5 days; p< 0.001). For each additional week without command-following, the odds ratio for death or dependency at 1 year was 1.30 (95% CI: [1.26,1.35]; p<0.001) in TBIMS and 1.49 ([1.15, 1.97]; p=0.003) in BTRC. Time to command-following had an AUC of 0.61 [0.59, 0.63] in TBIMS and 0.65 [0.53, 0.76]) in BTRC. Each additional day without command-following was associated with a 1.18% (1.16%, 1.20%) increase in the proportion of participants with death or dependency at 1-year in TBIMS and 1.05% (0.99%, 1.11%) in BTRC. ConclusionTime to command-following after moderate-severe TBI is associated with 1-year outcomes, but the predictive accuracy of absence of command-following on any single post-injury day is limited. In two independent cohorts, the likelihood of death or dependency increased by [~]1% for each additional day without command-following. Clinicians should be cautious when prognosticating based on the absence of command-following in the first five weeks after TBI.

Matching journals

1
Journal of Neurotrauma
Mary Ann Liebert Inc · based on 11 published papers
#1
223× avg
2
Frontiers in Neurology
Frontiers Media SA · based on 74 published papers
Top 0.9%
21× avg
3
Neurology
Ovid Technologies (Wolters Kluwer Health) · based on 38 published papers
Top 0.3%
39× avg
4
PLOS ONE
Public Library of Science (PLoS) · based on 1737 published papers
Top 55%
8.1%
5
Neurorehabilitation and Neural Repair
SAGE Publications · based on 11 published papers
Top 0.9%
26× avg
6
Stroke
Ovid Technologies (Wolters Kluwer Health) · based on 29 published papers
Top 2%
14× avg
7
Journal of Neurology
Springer Science and Business Media LLC · based on 22 published papers
Top 1%
20× avg
8
Scientific Reports
Springer Science and Business Media LLC · based on 701 published papers
Top 58%
2.6%
9
Brain Communications
Oxford University Press (OUP) · based on 79 published papers
Top 4%
7.7× avg
10
BMC Neurology
Springer Science and Business Media LLC · based on 11 published papers
Top 1%
20× avg
11
Journal of the Neurological Sciences
Elsevier BV · based on 14 published papers
Top 1%
20× avg
12
Stroke: Vascular and Interventional Neurology
Ovid Technologies (Wolters Kluwer Health) · based on 12 published papers
Top 1%
17× avg
13
BMJ Open
BMJ · based on 553 published papers
Top 43%
1.4%
14
Journal of Neurology, Neurosurgery & Psychiatry
BMJ · based on 26 published papers
Top 3%
8.2× avg
15
European Journal of Neurology
Wiley · based on 20 published papers
Top 2%
16× avg
16
Brain and Behavior
Wiley · based on 19 published papers
Top 3%
9.4× avg
17
NeuroImage: Clinical
Elsevier BV · based on 77 published papers
Top 7%
2.1× avg
18
Brain Stimulation
Elsevier BV · based on 27 published papers
Top 2%
7.1× avg
19
PLOS Medicine
Public Library of Science (PLoS) · based on 95 published papers
Top 13%
1.6× avg
20
JAMA Network Open
American Medical Association (AMA) · based on 125 published papers
Top 20%
0.7%
21
Journal of the American Heart Association
Ovid Technologies (Wolters Kluwer Health) · based on 92 published papers
Top 11%
0.7%
22
Journal of Stroke and Cerebrovascular Diseases
Elsevier BV · based on 10 published papers
Top 2%
10× avg
23
NeuroImage
Elsevier BV · based on 36 published papers
Top 4%
3.9× avg