Wednesday, January 22, 2025

EPFL: Discover the Beauty of the Brain

I'm beyond excited to share something truly special from my work with the Blue Brain Project!

Over the past decade (2014–2024), I’ve crafted a breathtaking collection of computational neuroscience visuals using Blue Brain Brayns 1.1.0 (up to 2019) and Blue Brain BioExplorer (from 2020 onward). 

All these mesmerizing images and videos are now publicly available under the EPFL/Blue Brain Project CC BY 4.0 License.

You can download the entire collection from my online gallery.

Let’s make the wonders of computational neuroscience accessible to everyone, one incredible visual at a time.

 Dive in and explore!

Thursday, January 2, 2025

EPFL: Modeling of Blood Flow Dynamics in Rat Somatosensory Cortex

Background: 

The cerebral microvasculature forms a dense network of interconnected blood vessels where flow is modulated partly by astrocytes. Increased neuronal activity stimulates astrocytes to release vasoactive substances at the endfeet, altering the diameters of connected vessels.

Methods:

 Our study simulated the coupling between blood flow variations and vessel diameter changes driven by astrocytic activity in the rat somatosensory cortex. We developed a framework with three key components: coupling between the vasculature and synthesized astrocytic morphologies, a fluid dynamics model to compute flow in each vascular segment, and a stochastic process replicating the effect of astrocytic endfeet on vessel radii.

Visualization with NVIDIA Omniverse

Results: 

The model was validated against experimental flow values from the literature across cortical depths. We found that local vasodilation from astrocyte activity increased blood flow, especially in capillaries, exhibiting a layer-specific response in deeper cortical layers. Additionally, the highest blood flow variability occurred in capillaries, emphasizing their role in cerebral perfusion regulation. We discovered that astrocytic activity impacted blood flow dynamics in a localized, clustered manner, with most vascular segments influenced by two to three neighboring endfeet.

Conclusions: 

These insights enhance our understanding of neurovascular coupling and guide future research on blood flow-related diseases.

Link to the publication: https://www.mdpi.com/2227-9059/13/1/72