Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients.


Journal

NeuroImage
ISSN: 1095-9572
Titre abrégé: Neuroimage
Pays: United States
ID NLM: 9215515

Informations de publication

Date de publication:
01 02 2021
Historique:
received: 20 08 2020
revised: 29 09 2020
accepted: 16 11 2020
pubmed: 23 11 2020
medline: 10 3 2021
entrez: 22 11 2020
Statut: ppublish

Résumé

We aimed to link macro- and microstructure measures of brain white matter obtained from diffusion MRI with effective connectivity measures based on a propagation of cortico-cortical evoked potentials induced with intrasurgical direct electrical stimulation. For this, we compared streamline lengths and log-transformed ratios of streamlines computed from presurgical diffusion-weighted images, and the delays and amplitudes of N1 peaks recorded intrasurgically with electrocorticography electrodes in a pilot study of 9 brain tumor patients. Our results showed positive correlation between these two modalities in the vicinity of the stimulation sites (Pearson coefficient 0.54±0.13 for N1 delays, and 0.47±0.23 for N1 amplitudes), which could correspond to the neural propagation via U-fibers. In addition, we reached high sensitivities (0.78±0.07) and very high specificities (0.93±0.03) in a binary variant of our comparison. Finally, we used the structural connectivity measures to predict the effective connectivity using a multiple linear regression model, and showed a significant role of brain microstructure-related indices in this relation.

Identifiants

pubmed: 33221443
pii: S1053-8119(20)31052-1
doi: 10.1016/j.neuroimage.2020.117567
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

117567

Informations de copyright

Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.

Auteurs

Patryk Filipiak (P)

INRIA, Université Côte d'Azur, France. Electronic address: patryk.filipiak@inria.fr.

Fabien Almairac (F)

Service de Neurochirurgie, CHU de Nice, Université Côte d'Azur, France.

Théodore Papadopoulo (T)

INRIA, Université Côte d'Azur, France.

Denys Fontaine (D)

Service de Neurochirurgie, CHU de Nice, Université Côte d'Azur, France.

Lydiane Mondot (L)

Service de Radiologie, CHU de Nice, Université Côte d'Azur, France.

Stéphane Chanalet (S)

Service de Radiologie, CHU de Nice, Université Côte d'Azur, France.

Rachid Deriche (R)

INRIA, Université Côte d'Azur, France.

Maureen Clerc (M)

INRIA, Université Côte d'Azur, France.

Demian Wassermann (D)

INRIA, Université Côte d'Azur, France; INRIA, CEA, Université Paris-Saclay, France.

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