Modelling glioma progression, mass effect and intracranial pressure in patient anatomy.
brain deformation
glioma
intracranial pressure
patient-specific modelling
tumour mass effect
Journal
Journal of the Royal Society, Interface
ISSN: 1742-5662
Titre abrégé: J R Soc Interface
Pays: England
ID NLM: 101217269
Informations de publication
Date de publication:
03 2022
03 2022
Historique:
entrez:
23
3
2022
pubmed:
24
3
2022
medline:
31
3
2022
Statut:
ppublish
Résumé
Increased intracranial pressure is the source of most critical symptoms in patients with glioma, and often the main cause of death. Clinical interventions could benefit from non-invasive estimates of the pressure distribution in the patient's parenchyma provided by computational models. However, existing glioma models do not simulate the pressure distribution and they rely on a large number of model parameters, which complicates their calibration from available patient data. Here we present a novel model for glioma growth, pressure distribution and corresponding brain deformation. The distinct feature of our approach is that the pressure is directly derived from tumour dynamics and patient-specific anatomy, providing non-invasive insights into the patient's state. The model predictions allow estimation of critical conditions such as intracranial hypertension, brain midline shift or neurological and cognitive impairments. A diffuse-domain formalism is employed to allow for efficient numerical implementation of the model in the patient-specific brain anatomy. The model is tested on synthetic and clinical cases. To facilitate clinical deployment, a high-performance computing implementation of the model has been publicly released.
Identifiants
pubmed: 35317645
doi: 10.1098/rsif.2021.0922
pmc: PMC8941421
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
20210922Subventions
Organisme : NCI NIH HHS
ID : P30 CA062203
Pays : United States
Organisme : NCI NIH HHS
ID : U54 CA217378
Pays : United States
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