Literature DB >> 27079222

Alzheimer's disease: a mathematical model for onset and progression.

Michiel Bertsch1, Bruno Franchi2, Norina Marcello3, Maria Carla Tesi2, Andrea Tosin4.   

Abstract

In this article we propose a mathematical model for the onset and progression of Alzheimer's disease based on transport and diffusion equations. We regard brain neurons as a continuous medium and structure them by their degree of malfunctioning. Two different mechanisms are assumed to be relevant for the temporal evolution of the disease: i) diffusion and agglomeration of soluble polymers of amyloid, produced by damaged neurons and ii) neuron-to-neuron prion-like transmission. We model these two processes by a system of Smoluchowski equations for the amyloid concentration, coupled to a kinetic-type transport equation for the distribution function of the degree of malfunctioning of neurons. The second equation contains an integral term describing the random onset of the disease as a jump process localized in particularly sensitive areas of the brain. Our numerical simulations are in good qualitative agreement with clinical images of the disease distribution in the brain which vary from early to advanced stages. © The authors 2016. Published by Oxford University Press on behalf of the Institute of Mathematics and its Applications. All rights reserved.

Entities:  

Keywords:  Alzheimer's disease; Smoluchowski equations; numerical simulations; transport and diffusion equations

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Year:  2017        PMID: 27079222     DOI: 10.1093/imammb/dqw003

Source DB:  PubMed          Journal:  Math Med Biol        ISSN: 1477-8599            Impact factor:   1.854


  14 in total

1.  Stability analysis of a steady state of a model describing Alzheimer's disease and interactions with prion proteins.

Authors:  Mohammed Helal; Angélique Igel-Egalon; Abdelkader Lakmeche; Pauline Mazzocco; Angélique Perrillat-Mercerot; Laurent Pujo-Menjouet; Human Rezaei; Léon M Tine
Journal:  J Math Biol       Date:  2018-08-11       Impact factor: 2.259

Review 2.  Models of Network Spread and Network Degeneration in Brain Disorders.

Authors:  Ashish Raj; Fon Powell
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2018-08-03

Review 3.  Graph Models of Pathology Spread in Alzheimer's Disease: An Alternative to Conventional Graph Theoretic Analysis.

Authors:  Ashish Raj
Journal:  Brain Connect       Date:  2021-05-25

4.  Combined Model of Aggregation and Network Diffusion Recapitulates Alzheimer's Regional Tau-Positron Emission Tomography.

Authors:  Ashish Raj; Veronica Tora; Xiao Gao; Hanna Cho; Jae Yong Choi; Young Hoon Ryu; Chul Hyoung Lyoo; Bruno Franchi
Journal:  Brain Connect       Date:  2021-07-16

5.  Mathematical model on Alzheimer's disease.

Authors:  Wenrui Hao; Avner Friedman
Journal:  BMC Syst Biol       Date:  2016-11-18

Review 6.  The Impact of Mathematical Modeling in Understanding the Mechanisms Underlying Neurodegeneration: Evolving Dimensions and Future Directions.

Authors:  A Lloret-Villas; T M Varusai; N Juty; C Laibe; N Le NovÈre; H Hermjakob; V Chelliah
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2017-01-07

7.  Prion-like spreading of Alzheimer's disease within the brain's connectome.

Authors:  Sveva Fornari; Amelie Schäfer; Mathias Jucker; Alain Goriely; Ellen Kuhl
Journal:  J R Soc Interface       Date:  2019-10-16       Impact factor: 4.118

Review 8.  Mathematical Modeling of Protein Misfolding Mechanisms in Neurological Diseases: A Historical Overview.

Authors:  Felix Carbonell; Yasser Iturria-Medina; Alan C Evans
Journal:  Front Neurol       Date:  2018-02-02       Impact factor: 4.003

9.  Protein-protein interactions in neurodegenerative diseases: A conspiracy theory.

Authors:  Travis B Thompson; Pavanjit Chaggar; Ellen Kuhl; Alain Goriely
Journal:  PLoS Comput Biol       Date:  2020-10-13       Impact factor: 4.475

10.  Mathematical Model Shows How Sleep May Affect Amyloid-β Fibrillization.

Authors:  Masoud Hoore; Sahamoddin Khailaie; Ghazal Montaseri; Tanmay Mitra; Michael Meyer-Hermann
Journal:  Biophys J       Date:  2020-07-22       Impact factor: 4.033

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