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Updated: Aug 5, 2026

Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
Published on: May 27, 2022
Integrated Multi-Omics Identifies Core Molecular Targets in Cerebral Venous Sinus Thrombosis-Induced Brain Injury
Xiaohong Qin1,2, Haoran Lu1,2, Zhibiao Chen1,2
1Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan 430060, China.
Abstract:
Background: Cerebral venous sinus thrombosis (CVST) is a critical cause of brain injury and intracranial hypertension. However, its underlying molecular mechanisms remain poorly understood, limiting the development of targeted therapies. This study aims to systematically identify key molecular targets and signaling pathways involved in CVST-induced brain lesions using multi-omics approaches in a modified rat model of CVST. Methods: An optimized rat CVST model was established. Cortical tissues were collected from Sham-operated, 2-day post-CVST, and 7-day post-CVST groups for transcriptomic, proteomic, and single-cell transcriptomic sequencing. Bioinformatics analyses were performed to identify differentially expressed genes/proteins, followed by functional enrichment, protein-protein interaction network construction, and hub-gene screening. Further investigations included drug enrichment analysis, molecular docking, and molecular dynamics, as well as the prediction of competing endogenous RNA networks, transcription factor analysis, and expression profiling of potential edema-related therapeutic targets. Results: Multi-omics analyses revealed dynamic changes in gene and protein expression in the brain after CVST, along with associated pathways involved in immune inflammatory responses and tissue repair. Integrative analysis identified 12 core genes (Cd44, Cd40, Sdc1, Myd88, Icam1, Stat3, Jak2, Ptgs2, Aldh1a1, Hspb1, Pxdn, and Casp3). Single-cell RNA sequencing validated their expression and delineated cell-type specificity. Molecular docking hinted at the high binding potential of glucocorticoids such as dexamethasone and methylprednisolone to several core targets (JAK2, PTGS2, and CD44), with all docked complexes showing binding energies below -8.2 kcal/mol. Further molecular dynamics simulations indicated that methylprednisolone forms a stable complex with CD44, driven primarily by van der Waals and electrostatic interactions. Additionally, dynamic levels of several potential edema-related targets (Kcnn4, Piezo1, Trpv4, and Atp1a2) were observed. Conclusions: In summary, by applying integrated multi-omics profiling to a modified rat model, this study systematically mapped the molecular landscape of CVST-induced brain injury. A number of candidate targets and signaling pathways emerged from our analysis, along with several compounds of potential therapeutic interest. Collectively, these results provide a basis for further investigation into the mechanisms underlying CVST and for the design of novel treatment approaches.
Insights
This study reveals key molecular targets and pathways in cerebral venous sinus thrombosis (CVST) brain injury using multi-omics. Glucocorticoids show potential therapeutic binding to identified targets like JAK2 and CD44.
Area of Science:
- Neuroscience
- Molecular Biology
- Bioinformatics
Background:
- Cerebral venous sinus thrombosis (CVST) causes significant brain injury and intracranial hypertension.
- The molecular mechanisms underlying CVST remain poorly understood, hindering targeted therapy development.
- This study addresses the need for comprehensive molecular insights into CVST-induced brain lesions.
Purpose of the Study:
- To systematically identify key molecular targets and signaling pathways in CVST-induced brain injury.
- To utilize multi-omics approaches for a detailed molecular landscape analysis.
- To explore potential therapeutic targets and compounds for CVST treatment.
Main Methods:
- Established an optimized rat model of cerebral venous sinus thrombosis (CVST).
- Employed transcriptomic, proteomic, and single-cell RNA sequencing on cortical tissues.
- Conducted comprehensive bioinformatics analyses, including network construction, molecular docking, and molecular dynamics simulations.
Main Results:
- Identified 12 core genes (e.g., CD44, JAK2, CASP3) and associated pathways in immune response and tissue repair.
- Single-cell sequencing confirmed gene expression and cell-type specificity.
- Molecular docking suggested glucocorticoids (dexamethasone, methylprednisolone) bind effectively to JAK2, PTGS2, and CD44; methylprednisolone showed stable complex formation with CD44.
Conclusions:
- Integrated multi-omics profiling provides a systematic molecular map of CVST-induced brain injury.
- Identified novel candidate targets and signaling pathways offer a basis for further research.
- Potential therapeutic compounds, including glucocorticoids, warrant further investigation for CVST treatment.