Kinetic Model with Feedback Cycle for Age-Dependent Amyloid Beta Accumulation in Mice

Amyloid beta (Aβ) is believed to play a key role in Alzheimer's disease (AD), whose causes, progression, diagnosis, and treatment nonetheless remain poorly understood despite decades of research. Recent studies suggest that Aβ in its various forms participates in multiple mutual feedback loops ("vicious cycles") including tauopathy, oxidative stress, inflammation, calcium dysregulation, excitotoxicity, and probably many others, eventually leading to neurodegeneration and cognitive decline. Here, as an initial quantitative step toward modeling this vast complexity, we explore a simple kinetic model of a coupled feedback vicious cycle for Aβ buildup based on literature data for Tg2576 mice. The model is used to examine the efficacy of various hypothetical therapeutic approaches, either singly or in combination, to mitigate Aβ buildup. While our computational results support the possible efficacy of combination interventions, they also suggest caution, inasmuch as clear synergy is not found. This kinetic approach highlights the essential importance of the vicious cycle of positive feedback in a quantitative model.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2025-09-10
DOI
https://doi.org/10.3390/ijms26188803
Primary Topic
Alzheimer's disease research and treatments
Type
article
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article

Kinetic Model with Feedback Cycle for Age-Dependent Amyloid Beta Accumulation in Mice

Michael E. Kellman, Vivian Tyng
International Journal of Molecular Sciences
Alzheimer's disease research and treatments
article

Kinetic Model with Feedback Cycle for Age-Dependent Amyloid Beta Accumulation in Mice

Michael E. Kellman, Vivian Tyng
article en

Abstract

Amyloid beta (Aβ) is believed to play a key role in Alzheimer's disease (AD), whose causes, progression, diagnosis, and treatment nonetheless remain poorly understood despite decades of research. Recent studies suggest that Aβ in its various forms participates in multiple mutual feedback loops ("vicious cycles") including tauopathy, oxidative stress, inflammation, calcium dysregulation, excitotoxicity, and probably many others, eventually leading to neurodegeneration and cognitive decline. Here, as an initial quantitative step toward modeling this vast complexity, we explore a simple kinetic model of a coupled feedback vicious cycle for Aβ buildup based on literature data for Tg2576 mice. The model is used to examine the efficacy of various hypothetical therapeutic approaches, either singly or in combination, to mitigate Aβ buildup. While our computational results support the possible efficacy of combination interventions, they also suggest caution, inasmuch as clear synergy is not found. This kinetic approach highlights the essential importance of the vicious cycle of positive feedback in a quantitative model.

International Journal of Molecular SciencesVol. 26(18)
University of Oregon (US)
Openalex Percentile: Top 70%
Alzheimer's disease research and treatments
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Kinetic Model with Feedback Cycle for Age-Dependent Amyloid Beta Accumulation in Mice — Michael E. Kellman, Vivian Tyng · International Journal of Molecular Sciences (2025) | TGRS Research Map | TGRS