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Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
Published on: May 27, 2022
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Traumatic Brain Injury Biomarkers, Simulations and Kinetics
Celeste Hicks1, Akshima Dhiman2, Chauntel Barrymore2
1Biomedical, Industrial and Human Factors Engineering, Wright State University, 3640 Col. Glen Hwy, Dayton, OH 45435, USA.
Bioengineering (Basel, Switzerland)
|November 10, 2022
Summary
Understanding blood biomarkers for traumatic brain injury (TBI) is crucial. This study analyzes protein structures and bonding energies to predict TBI severity and discover new diagnostic markers.
Area of Science:
- Biomarkers and diagnostics
- Neuroscience
- Computational biology
Background:
- Traumatic brain injury (TBI) diagnosis relies on understanding blood-based biomarkers.
- Biomarkers for mild, moderate, and severe TBI, PTSD, and CTE require further investigation.
- The blood-brain barrier's role and biomarker kinetics post-injury are not fully understood.
Purpose of the Study:
- To review the predictive capabilities of blood-based biomarkers for TBI.
- To understand protein biomarker structure and physical properties for effective TBI prediction.
- To investigate the relationship between biomarker structure, stability, and diagnostic potential.
Main Methods:
- Molecular dynamics simulations using NAMD and VMD to analyze 12 biomarkers.
- Assessment of atomic movement, hydrogen bond energies, and thermodynamic stability.
- Review of existing literature on biomarker kinetics and clinical relevance.
Main Results:
- Identified a lower bound for protein self-dissolution based on hydrogen bonds and energy.
- Hypothesized that biomarkers with higher bonding energy and more bonds may disrupt the blood-brain barrier and remain detectable.
- Analyzed five clinically relevant biomarkers: S100B, GFAP, UCHL1, NF-L, and tau.
Conclusions:
- Biomarker structure and stability are critical for TBI diagnosis.
- Further research into biomarker kinetics and blood-brain barrier interaction is needed.
- This study provides a foundation for discovering new, reliable TBI biomarkers.

