Modelling cerebrovascular pathology and the spread of amyloid beta in Alzheimer’s disease

Alzheimer’s disease (AD) is characterized in part by the accumulation and spread of amyloid beta proteins in the brain. Recent experiments have revealed that amyloid beta oligomers induce microvascular mural cells to contract, thereby constricting capillaries and increasing resistance to blood flow. Conversely, hypoperfusion promotes amyloid beta production and hinders its clearance, hence creating a pathogenic positive feedback loop. Here, we develop a mathematical model that combines protein–capillary interaction with the prion-like behaviour of amyloid beta. For sufficiently strong interaction, we find that healthy and diseased steady states, both stable, can exist simultaneously, implying that pathogenic protein seeds must exceed a critical threshold in order to trigger disease outbreak. We explore the consequences of this bistability for disease propagation through the brain’s structural connectome network. Finally, in a first attempt to model the AD two-hit vascular hypothesis mathematically, we describe how spatially localized deficits in blood supply, e.g. due to embolic stroke or atherosclerosis of the leptomeningeal vessels, may trigger disease outbreak and propagation.

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Publication Details

Journal
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
Published
2025-04-01
DOI
https://doi.org/10.1098/rspa.2024.0548
Citations
5
Primary Topic
Alzheimer's disease research and treatments
Type
article
Field-Weighted Citation Impact
5.82

Funders

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article

Modelling cerebrovascular pathology and the spread of amyloid beta in Alzheimer’s disease

Alain Goriely, Travis Thompson, Sylvie Lorthois, Hadrien Oliveri et al.
5 citations
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
Alzheimer's disease research and treatments
5.82
article

Modelling cerebrovascular pathology and the spread of amyloid beta in Alzheimer’s disease

Alain Goriely, Travis Thompson, Sylvie Lorthois, Hadrien Oliveri, Andrew Ahern
article en
5 citations

Abstract

Alzheimer’s disease (AD) is characterized in part by the accumulation and spread of amyloid beta proteins in the brain. Recent experiments have revealed that amyloid beta oligomers induce microvascular mural cells to contract, thereby constricting capillaries and increasing resistance to blood flow. Conversely, hypoperfusion promotes amyloid beta production and hinders its clearance, hence creating a pathogenic positive feedback loop. Here, we develop a mathematical model that combines protein–capillary interaction with the prion-like behaviour of amyloid beta. For sufficiently strong interaction, we find that healthy and diseased steady states, both stable, can exist simultaneously, implying that pathogenic protein seeds must exceed a critical threshold in order to trigger disease outbreak. We explore the consequences of this bistability for disease propagation through the brain’s structural connectome network. Finally, in a first attempt to model the AD two-hit vascular hypothesis mathematically, we describe how spatially localized deficits in blood supply, e.g. due to embolic stroke or atherosclerosis of the leptomeningeal vessels, may trigger disease outbreak and propagation.

Proceedings of the Royal Society A Mathematical Physical and Engineering SciencesVol. 481(2311)
Texas Tech University (US), Centre National de la Recherche Scientifique (FR), Université Toulouse III - Paul Sabatier (FR), Université Fédérale de Toulouse Midi-Pyrénées (FR), Institut National Polytechnique de Toulouse (FR), University of Oxford (GB), Max Planck Institute for Plant Breeding Research (DE)
Engineering and Physical Sciences Research Council
Openalex Percentile: Top 4%
Alzheimer's disease research and treatments
5.82
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