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Optimal control of monomers and oligomers degradation in an Alzheimer’s disease model

Academic Article
Publication Date:
2025
Short description:
Optimal control of monomers and oligomers degradation in an Alzheimer’s disease model / Bulai, Iulia Martina; Ferraresso, Francesco; Gladiali, Francesca. - In: JOURNAL OF MATHEMATICAL BIOLOGY. - ISSN 0303-6812. - 91:3(2025). [10.1007/s00285-025-02256-3]
abstract:
The aggregation and accumulation of oligomers of misfolded A-amyloids in the human brain is one of the possible causes for the onset of the Alzheimer’s disease in the early stage. We introduce and study a new ODE model for the evolution of Alzheimer’s disease based on the interaction between monomers, proto-oligomers, and oligomers of A amyloid protein in a small portion of the human brain, based upon biochemical processes such as polymerization, depolymerization, fragmentation and concatenation. We further introduce the possibility of controlling the evolution of the system via a treatment that targets the monomers and/or the oligomers. We observe that a combined optimal treatment on both monomers and oligomers induces a substantial decrease of the oligomer concentration at the final stage. A single treatment on oligomers performs better than a single treatment on monomers. These results shed a light on the effectiveness of immunotherapy using anti-A antibodies, targeting monomers or oligomers. Several numerical simulations show how the oligomer concentration evolves without treatment, with single monomer/oligomer treatment, or with a combined treatment.
Iris type:
1.1 Articolo in rivista
Keywords:
Alzheimer disease; Monomer degradation; ODEs; Oligomer degradation; Optimal control
List of contributors:
Bulai, Iulia Martina; Ferraresso, Francesco; Gladiali, Francesca
Authors of the University:
GLADIALI Francesca Maria
Handle:
https://iris.uniss.it/handle/11388/384409
Published in:
JOURNAL OF MATHEMATICAL BIOLOGY
Journal
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