Diagnostic and Therapeutic Issues in Glioma Using Imaging Data: The Challenge of Numerical Twinning.

connectome functional MRI metabolic MRI numerical twin virtual biopsy

Journal

Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588

Informations de publication

Date de publication:
15 Dec 2023
Historique:
received: 06 11 2023
revised: 28 11 2023
accepted: 11 12 2023
medline: 23 12 2023
pubmed: 23 12 2023
entrez: 23 12 2023
Statut: epublish

Résumé

Glial tumors represent the leading etiology of primary brain tumors. Their particularities lie in (i) their location in a highly functional organ that is difficult to access surgically, including for biopsy, and (ii) their rapid, anisotropic mode of extension, notably via the fiber bundles of the white matter, which further limits the possibilities of resection. The use of mathematical tools enables the development of numerical models representative of the oncotype, genotype, evolution, and therapeutic response of lesions. The significant development of digital technologies linked to high-resolution NMR exploration, coupled with the possibilities offered by AI, means that we can envisage the creation of digital twins of tumors and their host organs, thus reducing the use of physical sampling.

Identifiants

pubmed: 38137775
pii: jcm12247706
doi: 10.3390/jcm12247706
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Auteurs

Rémy Guillevin (R)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Mathieu Naudin (M)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Pierre Fayolle (P)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Clément Giraud (C)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Xavier Le Guillou (X)

Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.
Department of Genetic, University Hospital Center of Poitiers, 86000 Poitiers, France.

Clément Thomas (C)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Guillaume Herpe (G)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Alain Miranville (A)

Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Christine Fernandez-Maloigne (C)

Labcom I3M, University of Poitiers, 86000 Poitiers, France.
XLIM, CNRS UMR 7252, 86000 Poitiers, France.

Luc Pellerin (L)

IRMETIST Laboratory, INSERM U1313, University of Poitiers and University Hospital Center of Poitiers, 86000 Poitiers, France.

Carole Guillevin (C)

Department of Imaging, University Hospital Center of Poitiers, 86000 Poitiers, France.
Labcom I3M, University of Poitiers, 86000 Poitiers, France.
DACTIM-MIS Team, Laboratoire de Mathématiques Appliquées LMA, CNRS UMR 7348, 86021 Poitiers, France.

Classifications MeSH