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.

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]

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

Bulai, Iulia Martina
;
Ferraresso, Francesco;Gladiali, Francesca
2025-01-01

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.
2025
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]
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11388/384409
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 2
social impact