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Li H, Zhao H. Stability and bifurcation analysis of Alzheimer's disease model with diffusion and three delays. CHAOS (WOODBURY, N.Y.) 2023; 33:083121. [PMID: 37549120 DOI: 10.1063/5.0152605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 07/17/2023] [Indexed: 08/09/2023]
Abstract
A reaction-diffusion Alzheimer's disease model with three delays, which describes the interaction of β-amyloid deposition, pathologic tau, and neurodegeneration biomarkers, is investigated. The existence of delays promotes the model to display rich dynamics. Specifically, the conditions for stability of equilibrium and periodic oscillation behaviors generated by Hopf bifurcations can be deduced when delay σ (σ=σ1+σ2) or σ3 is selected as a bifurcation parameter. In addition, when delay σ and σ3 are selected as bifurcation parameters, the stability switching curves and the stable region are obtained by using an algebraic method, and the conditions for the existence of Hopf bifurcations can also be derived. The effects of time delays, diffusion, and treatment on biomarkers are discussed via numerical simulations. Furthermore, sensitivity analysis at multiple time points is drawn, indicating that different targeted therapies should be taken at different stages of development, which has certain guiding significance for the treatment of Alzheimer's disease.
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Affiliation(s)
- Huixia Li
- School of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
- Key Laboratory of Mathematical Modelling and High Performance Computing of Air Vehicles (NUAA), MIIT, Nanjing 211106, China
| | - Hongyong Zhao
- School of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
- Key Laboratory of Mathematical Modelling and High Performance Computing of Air Vehicles (NUAA), MIIT, Nanjing 211106, China
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Disturbance of phylogenetic layer-specific adaptation of human brain gene expression in Alzheimer's disease. Sci Rep 2021; 11:20200. [PMID: 34642398 PMCID: PMC8511061 DOI: 10.1038/s41598-021-99760-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 09/28/2021] [Indexed: 11/08/2022] Open
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative disorder with typical neuropathological hallmarks, such as neuritic plaques and neurofibrillary tangles, preferentially found at layers III and V. The distribution of both hallmarks provides the basis for the staging of AD, following a hierarchical pattern throughout the cerebral cortex. To unravel the background of this layer-specific vulnerability, we evaluated differential gene expression of supragranular and infragranular layers and subcortical white matter in both healthy controls and AD patients. We identified AD-associated layer-specific differences involving protein-coding and non-coding sequences, most of those present in the subcortical white matter, thus indicating a critical role for long axons and oligodendrocytes in AD pathomechanism. In addition, GO analysis identified networks containing synaptic vesicle transport, vesicle exocytosis and regulation of neurotransmitter levels. Numerous AD-associated layer-specifically expressed genes were previously reported to undergo layer-specific switches in recent hominid brain evolution between layers V and III, i.e., those layers that are most vulnerable to AD pathology. Against the background of our previous finding of accelerated evolution of AD-specific gene expression, here we suggest a critical role in AD pathomechanism for this phylogenetic layer-specific adaptation of gene expression, which is most prominently seen in the white matter compartment.
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Arendt T, Morawski M, Gärtner U, Fröhlich N, Schulze F, Wohmann N, Jäger C, Eisenlöffel C, Gertz HJ, Mueller W, Brauer K. Inhomogeneous distribution of Alzheimer pathology along the isocortical relief. Are cortical convolutions an Achilles heel of evolution? Brain Pathol 2016; 27:603-611. [PMID: 27564538 DOI: 10.1111/bpa.12442] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 08/19/2016] [Indexed: 01/01/2023] Open
Abstract
Alzheimer's disease (AD) is neuropathologically characterized by neuritic plaques and neurofibrillary tangles. Progression of both plaques and tangles throughout the brain follows a hierarchical distribution which is defined by intrinsic cytoarchitectonic features and extrinsic connectivity patterns. What has less well been studied is how cortical convolutions influence the distribution of AD pathology. Here, the distribution of both plaques and tangles within subsulcal gyral components (fundi) to components forming their top regions at the subarachnoidal brain surface (crowns) by stereological methods in seven different cortical areas was systematically compared. Further, principle differences in cytoarchitectonic organization of cortical crowns and fundi that might provide the background for regionally selective vulnerability were attempted to identify. It was shown that both plaques and tangles were more prominent in sulcal fundi than gyri crowns. The differential distribution of pathology along convolutions corresponds to subgyral differences in the vascular network, GFAP-positive astrocytes and intracortical and subcortical connectivity. While the precise mechanisms accounting for these differences remain open, the presence of systematic inhomogeneities in the distribution of AD pathology along cortical convolutions indicates that the phylogenetic shaping of the cortex is associated with features that render the human brain vulnerable to AD pathology.
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Affiliation(s)
- Thomas Arendt
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Markus Morawski
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Ulrich Gärtner
- Institute for Anatomy and Cell Biology, Justus-Liebig-University Giessen, Aulweg 123, Giessen, 35385, Germany
| | - Nadine Fröhlich
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Falko Schulze
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Nils Wohmann
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Carsten Jäger
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
| | - Christian Eisenlöffel
- Department of Neuropathology, Universität Leipzig, Liebigstrasse 24, Leipzig, 04103, Germany
| | - Hermann-Josef Gertz
- Department of Psychiatry, Universität Leipzig, Semmelweisstrasse 10, Leipzig, 4103, Germany
| | - Wolf Mueller
- Department of Neuropathology, Universität Leipzig, Liebigstrasse 24, Leipzig, 04103, Germany
| | - Kurt Brauer
- Paul Flechsig Institute of Brain Research, Department of Molecular and Cellular Mechanisms of Neurodegeneration, Universität Leipzig, Liebigstrasse 19, Leipzig, 04103, Germany
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