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Updated: Jul 1, 2026

Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
Published on: May 27, 2022
Pathway-level proteomics identifies subcellular trafficking dysregulation as a molecular signature in severe
Logan R Van Nynatten1,2,3, David Tweddell4, Mark Daley4,5
1Division of Critical Care Medicine, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada. Logan.VanNynatten@lhsc.on.ca.
Background:
Traumatic brain injury (TBI) remains a leading cause of death and disability worldwide in intensive care units, yet no targeted neuroprotective therapies exist despite over 300 clinical trials. This therapeutic failure stems partly from biological heterogeneity and the limitations of single-biomarker approaches that cannot capture the multifaceted pathophysiology of secondary brain injury. Systems biology approaches examining dysregulated pathways rather than isolated proteins may reveal candidate endotypes suitable for patient stratification and identify potential therapeutic targets.
Methods:
We conducted an exploratory, case-control study, in adult critically-ill patients comparing 10 severe TBI (sTBI) patients (median GCS 5.5) with 10 age-and sex-matched healthy controls. Plasma samples were collected upon admission to the ICU, within 24 h of injury. High-throughput proximity extension assays quantified 1196 plasma proteins, identifying multiple differentially expressed proteins. Gene set enrichment analysis interrogated Reactome pathways and Gene Ontology terms. Protein-protein interaction networks were constructed using the STRING database, and associations between enriched pathways and clinical variables were examined.
Results:
We identified 348 significantly differentially abundant proteins between groups. Gene set enrichment analysis revealed 19 enriched Reactome pathways and 12 Gene Ontology terms, predominantly reflecting immune activation, inflammation, cellular stress responses, and intracellular trafficking. Strikingly, membrane trafficking pathways, including clathrin-mediated endocytosis and Golgi transport, emerged as significantly enriched, representing an underrecognized mechanism in sTBI pathophysiology. Protein-protein interaction analysis identified four functional clusters, with IL6 and IL10 as densely connected hub proteins coordinating inflammatory responses. Membrane trafficking pathways were associated with clinical outcomes including both length of hospital and intensive care unit stay, as well as need for neurosurgical intervention, in sTBI patients.
Conclusions:
By profiling the expression of 1196 plasma proteins in parallel, this study provides one of the most comprehensive proteomic characterizations of critically-ill adults with severe traumatic brain injury to date. Systems biology analyses suggest that sTBI may trigger coordinated pathway-level dysregulation extending beyond inflammation to include subcellular trafficking machinery. The association between membrane trafficking pathways and clinical outcomes suggests these may represent a candidate molecular endotype with prognostic relevance. These hypothesis-generating findings support pathway-based approaches for patient stratification and therapeutic targeting in sTBI, though validation in larger cohorts is required.
Insights
Severe traumatic brain injury (sTBI) involves complex pathway dysregulation beyond inflammation, including membrane trafficking. These pathways correlate with clinical outcomes, suggesting potential for patient stratification and novel therapeutic targets in TBI.
Area of Science:
- Neuroscience
- Proteomics
- Systems Biology
Background:
- Severe traumatic brain injury (sTBI) is a major cause of death and disability.
- Existing neuroprotective therapies have failed due to biological heterogeneity and single-biomarker limitations.
- Systems biology offers a promising approach to understand complex TBI pathophysiology.
Purpose of the Study:
- To comprehensively characterize plasma proteomic profiles in severe TBI.
- To identify dysregulated biological pathways in sTBI.
- To explore the association between these pathways and clinical outcomes.
Main Methods:
- Exploratory case-control study comparing 10 sTBI patients with 10 healthy controls.
- Plasma protein quantification using high-throughput proximity extension assays (1196 proteins).
- Pathway analysis (Reactome, Gene Ontology) and protein-protein interaction network construction.
Main Results:
- Identified 348 differentially abundant proteins and enriched pathways related to immune activation, inflammation, and cellular stress.
- Discovered significant enrichment of membrane trafficking pathways (e.g., clathrin-mediated endocytosis, Golgi transport).
- Found associations between membrane trafficking pathways and clinical outcomes (hospital/ICU stay, neurosurgery need).
Conclusions:
- This study provides a comprehensive proteomic characterization of sTBI.
- sTBI involves coordinated pathway-level dysregulation, including subcellular trafficking.
- Membrane trafficking pathways may serve as prognostic biomarkers and therapeutic targets in sTBI.
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