Literature DB >> 28469383

A Numerical Handling of the Boundary Conditions Imposed by the Skull on an Inhomogeneous Diffusion-Reaction Model of Glioblastoma Invasion Into the Brain: Clinical Validation Aspects.

Georgios S Stamatakos1, Stavroula G Giatili1.   

Abstract

A novel explicit triscale reaction-diffusion numerical model of glioblastoma multiforme tumor growth is presented. The model incorporates the handling of Neumann boundary conditions imposed by the cranium and takes into account both the inhomogeneous nature of human brain and the complexity of the skull geometry. The finite-difference time-domain method is adopted. To demonstrate the workflow of a possible clinical validation procedure, a clinical case/scenario is addressed. A good agreement of the in silico calculated value of the doubling time (ie, the time for tumor volume to double) with the value of the same quantity based on tomographic imaging data has been observed. A theoretical exploration suggests that a rough but still quite informative value of the doubling time may be calculated based on a homogeneous brain model. The model could serve as the main component of a continuous mathematics-based glioblastoma oncosimulator aiming at supporting the clinician in the optimal patient-individualized design of treatment using the patient's multiscale data and experimenting in silico (ie, on the computer).

Entities:  

Keywords:  boundary value problem; diffusion; glioblastoma multiforme; in silico oncology; inhomogeneous; multiscale cancer modeling; tumor growth

Year:  2017        PMID: 28469383      PMCID: PMC5392020          DOI: 10.1177/1176935116684824

Source DB:  PubMed          Journal:  Cancer Inform        ISSN: 1176-9351


  30 in total

1.  Travelling wave solutions of the reaction-diffusion mathematical model of glioblastoma growth: an Abel equation based approach.

Authors:  Tiberiu Harko; Man Kwong Mak
Journal:  Math Biosci Eng       Date:  2015-02       Impact factor: 2.080

Review 2.  Epidemiology of gliomas.

Authors:  Quinn T Ostrom; Haley Gittleman; Lindsay Stetson; Selene M Virk; Jill S Barnholtz-Sloan
Journal:  Cancer Treat Res       Date:  2015

3.  An advanced discrete state-discrete event multiscale simulation model of the response of a solid tumor to chemotherapy: Mimicking a clinical study.

Authors:  G S Stamatakos; E A Kolokotroni; D D Dionysiou; E Ch Georgiadi; C Desmedt
Journal:  J Theor Biol       Date:  2010-05-31       Impact factor: 2.691

4.  Emergent properties of tumor microenvironment in a real-life model of multicell tumor spheroids.

Authors:  Edoardo Milotti; Roberto Chignola
Journal:  PLoS One       Date:  2010-11-30       Impact factor: 3.240

Review 5.  Glioma invasion in the central nervous system.

Authors:  A Giese; M Westphal
Journal:  Neurosurgery       Date:  1996-08       Impact factor: 4.654

6.  Three-dimensional multispecies nonlinear tumor growth--I Model and numerical method.

Authors:  S M Wise; J S Lowengrub; H B Frieboes; V Cristini
Journal:  J Theor Biol       Date:  2008-03-28       Impact factor: 2.691

7.  Virtual glioblastoma: growth, migration and treatment in a three-dimensional mathematical model.

Authors:  S E Eikenberry; T Sankar; M C Preul; E J Kostelich; C J Thalhauser; Y Kuang
Journal:  Cell Prolif       Date:  2009-05-29       Impact factor: 6.831

8.  Modeling glioma growth and mass effect in 3D MR images of the brain.

Authors:  Cosmina Hogea; Christos Davatzikos; George Biros
Journal:  Med Image Comput Comput Assist Interv       Date:  2007

9.  Exploiting clinical trial data drastically narrows the window of possible solutions to the problem of clinical adaptation of a multiscale cancer model.

Authors:  Georgios S Stamatakos; Eleni C Georgiadi; Norbert Graf; Eleni A Kolokotroni; Dimitra D Dionysiou
Journal:  PLoS One       Date:  2011-03-03       Impact factor: 3.240

10.  From patient-specific mathematical neuro-oncology to precision medicine.

Authors:  A L Baldock; R C Rockne; A D Boone; M L Neal; A Hawkins-Daarud; D M Corwin; C A Bridge; L A Guyman; A D Trister; M M Mrugala; J K Rockhill; K R Swanson
Journal:  Front Oncol       Date:  2013-04-02       Impact factor: 6.244

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  2 in total

1.  Three-dimensional tumor growth in time-varying chemical fields: a modeling framework and theoretical study.

Authors:  Markos Antonopoulos; Dimitra Dionysiou; Georgios Stamatakos; Nikolaos Uzunoglu
Journal:  BMC Bioinformatics       Date:  2019-08-27       Impact factor: 3.169

Review 2.  Navigating Multi-Scale Cancer Systems Biology Towards Model-Driven Clinical Oncology and Its Applications in Personalized Therapeutics.

Authors:  Mahnoor Naseer Gondal; Safee Ullah Chaudhary
Journal:  Front Oncol       Date:  2021-11-24       Impact factor: 6.244

  2 in total

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