Harry Duckworth, Adriana Azor, Nikolaus Wischmann, Karl Zimmerman, Ilaria Tanini, David Sharp, Mazdak Ghajari
Frontiers in Bioengineering and Biotechnology, 2022
Brain modelling · Past project
FE modelling of cerebral vasculature, microbleeds, and blood-brain barrier damage.
Cerebral vascular injury is a form of TBI in which blood vessels in the brain are damaged, causing intracranial bleeding. We developed FE models of veins and capillaries, the latter at 5-micron resolution from synchrotron imaging, and showed an overlap between large vessel stretches and microbleeds in real-world impacts.
Vascular injuries, including microbleeds and blood-brain barrier damage, are hallmarks of traumatic brain injury. However, there is still limited understanding of the links between mechanical loading of vessels and vascular injury after traumatic brain injuries. FE brain models have rarely incorporated vasculature, limiting their ability to predict vessel response under impact.
In humans, we mapped the venous system from high-resolution MRI, incorporated it into an anatomically detailed brain model, and used the model to predict the location of microbleeds in a sporting head impact. Large axial strains in veins lined up with where microbleeds appeared after the head loading, providing support for the use of the model in further research and to predict microbleeds.
In a rat model of TBI, we added capillary-scale detail from synchrotron imaging, and used the model to predict axial strains in capillaries. The model predictions were compared with the histopathological distribution of blood-brain barrier damage in an experimental model. The work revealed how capillary anatomy interacts with loading distribution to produce blood-brain barrier damage.
Related publications
Harry Duckworth, Adriana Azor, Nikolaus Wischmann, Karl Zimmerman, Ilaria Tanini, David Sharp, Mazdak Ghajari
Frontiers in Bioengineering and Biotechnology, 2022
Harry Duckworth, David Sharp, Mazdak Ghajari
International Journal for Numerical Methods in Biomedical Engineering, 2021
Siamak Farajzadeh Khosroshahi, Xianzhen Yin, Cornelius K. Donat, Aisling McGarry, Maria Yanez Lopez, Nicoleta Baxan, David Sharp, Magdalena Sastre, Mazdak Ghajari
Scientific Reports, 2021
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