logo SBA

ETD

Archivio digitale delle tesi discusse presso l’Università di Pisa

Tesi etd-05072024-093653


Tipo di tesi
Tesi di laurea magistrale
Autore
NUTI, ALESSIA
URN
etd-05072024-093653
Titolo
Transport in the cerebral perivascular spaces: validation of 1D against 2D numerical simulations
Dipartimento
INGEGNERIA DELL'INFORMAZIONE
Corso di studi
INGEGNERIA BIOMEDICA
Relatori
relatore Prof. Vozzi, Giovanni
relatore Prof.ssa Celi, Simona
relatore Prof.ssa Vallet, Alexandra
Parole chiave
  • 1D modelling
  • cerebrospinal fluid
  • computational fluid dynamics
  • dispersion
  • neurodegenerative diseases
  • perivascular space
  • validation
Data inizio appello
31/05/2024
Consultabilità
Non consultabile
Data di rilascio
31/05/2094
Riassunto
Neurodegenerative diseases (NDs) represent a growing concern in healthcare. NDs are characterized by the accumulation of neurotoxic proteins, causing a decline in brain function. The clearance of these proteins through the cerebrospinal fluid (CSF) is promising, particularly through the perivascular space (PVS), a narrow channel between the blood vessel and the surrounding brain tissue. The pulsation of the blood vessel is thought to be the main driver of the CSF flow, leading to enhanced transport through dispersion.
To examine transport within the PVS, 2D and 3D computational models are used, but they are computationally too expensive to simulate transport in a network of PVS. The main objective of this thesis was to validate a 1D numerical model. The validation, against 2D simulations, was done in a parameter space meant to replicate the physiological conditions in mice. The analysis allowed us to determine the enhancement capabilities of dispersion and evaluate the error between the 1D and 2D models. The impact of different parameters, such as the length and thickness of the domain and the amplitude of the oscillations, on the error was assessed showing a good agreement between the two models. The normalized RMSE never exceeded 10%. The 1D model was also tested for a network of PVS, as a possible application, confirming the enhancement potential of transport through dispersion.
File