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Corpus Callosum Remodeling in Glioma: Constancy of Fiber Density and Anisotropy in MRI

Published online by Cambridge University Press:  13 April 2021

Vikas Pareek
Affiliation:
National Neuroimaging Facility, National Brain Research Centre, Manesar, Haryana, India Center for Cognitive and Brain Sciences, Indian Institute of Technology Gandhinagar, Gujarat, India
Subhadip Paul
Affiliation:
National Neuroimaging Facility, National Brain Research Centre, Manesar, Haryana, India Institute of Psychiatry, Psychology & Neuroscience, King’s College, London, U.K School of Biological Sciences, Ramakrishna Mission Vivekananda Education and Research Institute (RKMVERI), P.O. Belur Math, Dist. Howrah, West Bengal, India
Prasun K. Roy*
Affiliation:
Computational Neuroscience & Neuroimaging Laboratory, School of Bio-Medical Engineering, Indian Institute of Technology (I.I.T.), B.H.U., Varanasi, U.P., India Centre for Tissue Engineering, Indian Institute of Technology (I.I.T.), B.H.U., Varanasi, U.P., India
*
Correspondence to: Prasun K. Roy, Computational Neuroscience & Neuroimaging Laboratory, School of Bio-Medical Engineering, Indian Institute of Technology (I.I.T.), B.H.U., Varanasi, 122005, U.P., India. Email: pkroy.bme@iitbhu.ac.in
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Abstract:

Corpus callosum (CC) is the primary fiber system bridging the cerebral hemispheres and is of critical importance for glioma migration which downgrades the prognosis. Here we present the specific pattern of CC restructuring in glioma patients. We probe that the magnetic resonance imaging-based fiber count decrease can be a ready noninvasive indicator of glioma aggressivity and prognosis. We find that to maintain the callosal neural transmission efficiency, the optimum architectural density of white matter fibers remains unchanged, even though there is gross fiber loss. This adaptation occurs by CC’s isotonic restructuration, a protective compensatory behavior for maintaining CC’s optimal functional efficiency despite malignant infiltration.

Résumé :

RÉSUMÉ :

Restructuration du corps calleux dans des cas de gliome : constance de la densité des fibres et anisotropie observées lors d’examens d’IRM.

Le corps calleux (CC) constitue le principal faisceau de fibres réunissant les deux hémisphères cérébraux. Il est en cela d’une importance capitale dans la migration des cellules associées aux gliomes, lesquelles affectent négativement le pronostic des patients. Nous voulons présenter ici un modèle spécifique de restructuration du CC chez des patients atteints de gliomes. Pour ce faire, nous avons exploré la possibilité qu’une diminution de la quantité de fibres observée par IRM puisse représenter un indicateur non-invasif de l’agressivité d’un gliome et d’un pronostic. Nous avons ainsi observé que le maintien de l’efficacité de la transmission neuronale du CC se traduit par une densité constitutive optimale et inchangée des fibres de la matière blanche même si cela s’accompagne d’une perte nette de fibres. Cette adaptation est survenue grâce à une restructuration isotonique du CC, comportement compensateur protecteur qui permet de maintenir l’efficacité fonctionnelle optimale du CC en dépit de l’infiltration de cellules malignes.

Information

Type
Brief Communication
Copyright
© The Author(s), 2021. Published by Cambridge University Press on behalf of Canadian Neurological Sciences Federation
Figure 0

Table 1: Demographic particulars and site-specific details about the glioma site of the subjects

Figure 1

Figure 1: Image analysis pipeline and Methodology of the Imaging Analysis procedure. (i) Image analysis pipeline: (a) Preprocessing DTI images, and (b) Post-Processing of Preprocessed DTI images for Diffusivity Indices estimation, Corpus Callosum Volume estimation, and performing Probabilistic tractography. (ii) Methodology of the Imaging Analysis procedure: (a) Diffusion-Weighted Image of the brain showing the tumour; (b) For the glioma lesion, the Tumour Mask (red) is constructed from the FA map; (c) Fiber tractography is formulated and visualized for the Corpus Callosum (blue); (d) Creation of the Corpus Callosum’s region of interest (red) for the waypoint mask (mid-sagittal view). The volume (in ml) derived from this mask is shown as the numerical value.

Figure 2

Table 2. Corpus callosum (CC) volume and fiber count for healthy individuals and glioma subjects

Figure 3

Table 3: Statistical differences and p values for fiber density, diffusivity indices, and anisotropic measurements (radial diffusivity, mean diffusivity, and fractional Anisotropy)

Figure 4

Figure 2: Comparison of Corpus Callosum parameters in glioma subjects and healthy individuals: Diffusivity indices and Anisotropy measurements: (A) Mean Diffusivity (MD), (B) Radial Diffusivity(RD), and (C) Fractional Anisotropy (FA) (p-value summary, ns: >0.05, *: <0.05).