henhao
Sign in
Systems BiologybioRxiv
Preprint

Brain geometry matters in Alzheimer disease progression: a simulation study

Masoud HooreiD, Jeffrey KellingiD, Mahsa Sayadmanesh, Tanmay MitraiD, Marta SchipsiD, Michael Meyer‐HermanniD

PDFDOI

Abstract

The Amyloid cascade hypothesis (ACH) for Alzheimers disease (AD) is modeled over the whole brain tissue with a set of partial differential equations. Our results show that the amyloid plaque formation is critically dependent on the secretion rate of amyloid {beta} (A{beta}), which is proportional to the product of neural density and neural activity. Neural atrophy is similarly related to the secretion rate of A{beta}. Due to a heterogeneous distribution of neural density and brain activity throughout the brain, amyloid plaque formation and neural death occurs heterogeneously in the brain. The geometry of the brain and microglia migration in the parenchyma bring more complexity into the system and result in a diverse amyloidosis and dementia pattern of different brain regions. Although the pattern of amyloidosis in the brain cortex from in-silico results is similar to experimental autopsy findings, they mismatch at the central regions of the brain, suggesting that ACH is not able to explain the whole course of AD without considering other factors, such as tau-protein aggregation or neuroinflammation.

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISPatow '23Alexanderse '22Vogel '20Cabrera-Álv '24Chan '24Rodrigues '17
72% semantic matchNeuroscience
Gustavo Patow, Leon Stefanovski, Petra Ritter+3 more·Alzheimer s Research & Therapy·Dec 5, 2023· 36 citations