You are browsing as a guest. Sign up (or log in) to start making projects!

AD Brain Modeling

  • 1 Devlogs
  • 1 Total hours

Network Diffusion Model for Tau Propagation and Pharmacokinetic Modeling in Alzheimer's Disease

Open comments for this post

48m 48s logged

Alzheimer’s Disease eats away at your brain before symptoms even show up.

AD is driven by a misfolded protein called tau, which essentially clogs up the brain and kills neurons irreversibly. Misfolded tau induces other tau to misfold, essentially spreading across the brain’s connectome like a contact disease.

The thing is, this looks different for everyone–but time is of the essence, and clinicians can’t waste time and money on treatments that might not work when the brain is actively deteriorating.

I’m building TauPropagation, a network diffusion model (or reaction diffusion if I can get someone to help me out) to predict tau propagation throughout the brain in Alzheimer’s disease. Not only will this help clinicians make better treatment decisions, but it also serves as a basis for modeling how drugs (like monoclonal antibodies) might clear tau, which will hopefully be the second branch of this project.

A lot of math and a lot of computer science and a lot of fumbling with biological variables but we’ll make it through.

0
0
2

Delete project?

Are you sure you want to permanently delete this project? This action cannot be undone.

All devlogs, followers, and associated data will be removed.

Followers

Loading…