Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI
Background: Cognitive dysfunction adversely effects multiple functional outcomes and social roles after TBI. We hypothesize that chronic systemic inflammation exacerbates cognitive deficits post-injury and diminishes functional cognition and quality of life (QOL). Yet few studies have examined relat...
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Elsevier
2021-02-01
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Series: | Brain, Behavior, & Immunity - Health |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2666354620301502 |
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Article |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kristen A. Milleville Nabil Awan Dominic Disanto Raj G. Kumar Amy K. Wagner |
spellingShingle |
Kristen A. Milleville Nabil Awan Dominic Disanto Raj G. Kumar Amy K. Wagner Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI Brain, Behavior, & Immunity - Health Traumatic brain injury Cognitive dysfunction Inflammation Inflammatory load score Biomarker Neuropsychological deficits |
author_facet |
Kristen A. Milleville Nabil Awan Dominic Disanto Raj G. Kumar Amy K. Wagner |
author_sort |
Kristen A. Milleville |
title |
Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI |
title_short |
Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI |
title_full |
Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI |
title_fullStr |
Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI |
title_full_unstemmed |
Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBI |
title_sort |
early chronic systemic inflammation and associations with cognitive performance after moderate to severe tbi |
publisher |
Elsevier |
series |
Brain, Behavior, & Immunity - Health |
issn |
2666-3546 |
publishDate |
2021-02-01 |
description |
Background: Cognitive dysfunction adversely effects multiple functional outcomes and social roles after TBI. We hypothesize that chronic systemic inflammation exacerbates cognitive deficits post-injury and diminishes functional cognition and quality of life (QOL). Yet few studies have examined relationships between inflammation and cognition after TBI. Associations between early chronic serum inflammatory biomarker levels, cognitive outcomes, and QOL 6-months and 12-months after moderate-to-severe TBI were identified using unweighted (uILS) and weighted (wILS) inflammatory load score (ILS) formation. Methods: Adults with moderate-to-severe TBI (n = 157) completed neuropsychological testing, the Functional Impairment Measure Cognitive Subscale (FIM-Cog) and self-reported Percent Back to Normal scale 6 months (n = 139) and 12 months (n = 136) post-injury. Serial serum samples were collected 1–3 months post-TBI. Cognitive composite scores were created as equally weighted means of T-scores derived from a multidimensional neuropsychological test battery. Median inflammatory marker levels associated with 6-month and 12-month cognitive composite T-scores (p < 0.10) were selected for ILS formation. Markers were quartiled, and quartile ranks were summed to generate an uILS. Marker-specific β-weights were derived using penalized ridge regression, multiplied by standardized marker levels, and summed to generate a wILS. ILS associations with cognitive composite scores were assessed using multivariable linear regression. Structural equation models assessed ILS influences on functional cognition and QOL using 12-month FIM-Cog and Percent Back to Normal scales. Results: ILS component markers included: IL-1β, TNF-α, sIL-4R, sIL-6R, RANTES, and MIP-1β. Increased sIL-4R levels were positively associated with overall cognitive composite T-scores in bivariate analyses, while remaining ILS markers were negatively associated with cognition. Multivariable receiver operator curves (ROC) showed uILS added 14.98% and 31.93% relative improvement in variance captured compared to the covariates only base model (age, sex, education, Glasgow Coma Scale score) when predicting cognitive composite scores at 6 and 12 months, respectively; wILS added 33.99% and 36.87% relative improvement in variance captured. Cognitive composite mediated wILS associations with FIM-Cog scores at 12 months, and both cognitive composite and FIM-Cog scores mediated wILS associations with QOL. Conclusions: Early chronic inflammatory burden is associated with cognitive performance post-TBI. wILS explains greater variance in cognitive composite T-scores than uILS. Linking inflammatory burden associated with cognitive deficits to functional outcome post-TBI demonstrates the potential impact of immunotherapy interventions aimed at improving cognitive recovery post-TBI. |
topic |
Traumatic brain injury Cognitive dysfunction Inflammation Inflammatory load score Biomarker Neuropsychological deficits |
url |
http://www.sciencedirect.com/science/article/pii/S2666354620301502 |
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doaj-2a3e5b5719f440ab8ecb301f7438de6a2021-06-10T04:58:00ZengElsevierBrain, Behavior, & Immunity - Health2666-35462021-02-0111100185Early chronic systemic inflammation and associations with cognitive performance after moderate to severe TBIKristen A. Milleville0Nabil Awan1Dominic Disanto2Raj G. Kumar3Amy K. Wagner4Department of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USADepartment of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA; Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, USADepartment of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA; Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, USADepartment of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, USADepartment of Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh, USA; Department of Neuroscience, University of Pittsburgh, USA; Clinical and Translational Science Institute, University of Pittsburgh, USA; Safar Center for Resuscitation Research, University of Pittsburgh, USA; Center for Neuroscience, University of Pittsburgh, USA; Corresponding author. Department of Physical Medicine and Rehabilitation, 3471 Fifth Avenue Suite 910, Kaufman Bldg., University of Pittsburgh, Pittsburgh, PA, 15213, USA.Background: Cognitive dysfunction adversely effects multiple functional outcomes and social roles after TBI. We hypothesize that chronic systemic inflammation exacerbates cognitive deficits post-injury and diminishes functional cognition and quality of life (QOL). Yet few studies have examined relationships between inflammation and cognition after TBI. Associations between early chronic serum inflammatory biomarker levels, cognitive outcomes, and QOL 6-months and 12-months after moderate-to-severe TBI were identified using unweighted (uILS) and weighted (wILS) inflammatory load score (ILS) formation. Methods: Adults with moderate-to-severe TBI (n = 157) completed neuropsychological testing, the Functional Impairment Measure Cognitive Subscale (FIM-Cog) and self-reported Percent Back to Normal scale 6 months (n = 139) and 12 months (n = 136) post-injury. Serial serum samples were collected 1–3 months post-TBI. Cognitive composite scores were created as equally weighted means of T-scores derived from a multidimensional neuropsychological test battery. Median inflammatory marker levels associated with 6-month and 12-month cognitive composite T-scores (p < 0.10) were selected for ILS formation. Markers were quartiled, and quartile ranks were summed to generate an uILS. Marker-specific β-weights were derived using penalized ridge regression, multiplied by standardized marker levels, and summed to generate a wILS. ILS associations with cognitive composite scores were assessed using multivariable linear regression. Structural equation models assessed ILS influences on functional cognition and QOL using 12-month FIM-Cog and Percent Back to Normal scales. Results: ILS component markers included: IL-1β, TNF-α, sIL-4R, sIL-6R, RANTES, and MIP-1β. Increased sIL-4R levels were positively associated with overall cognitive composite T-scores in bivariate analyses, while remaining ILS markers were negatively associated with cognition. Multivariable receiver operator curves (ROC) showed uILS added 14.98% and 31.93% relative improvement in variance captured compared to the covariates only base model (age, sex, education, Glasgow Coma Scale score) when predicting cognitive composite scores at 6 and 12 months, respectively; wILS added 33.99% and 36.87% relative improvement in variance captured. Cognitive composite mediated wILS associations with FIM-Cog scores at 12 months, and both cognitive composite and FIM-Cog scores mediated wILS associations with QOL. Conclusions: Early chronic inflammatory burden is associated with cognitive performance post-TBI. wILS explains greater variance in cognitive composite T-scores than uILS. Linking inflammatory burden associated with cognitive deficits to functional outcome post-TBI demonstrates the potential impact of immunotherapy interventions aimed at improving cognitive recovery post-TBI.http://www.sciencedirect.com/science/article/pii/S2666354620301502Traumatic brain injuryCognitive dysfunctionInflammationInflammatory load scoreBiomarkerNeuropsychological deficits |