Fully automated pipeline for the fiber tractography of the anterior optic pathway in patients with sellar and parasellar tumors and analysis of the microstructural alterations

Compared to conventional morphological MR imaging, diffusion tractography may improve the visualization of the anterior optic pathway (AOP), thus enhancing the understanding of its anatomical relationship with surrounding sellar/parasellar tumors (SPTs). We aimed to develop a diffusion tractography pipeline for automatic and reliable reconstruction of the AOP and to investigate its microstructural alterations in SPT patients. A multishell diffusion protocol (b-values = 0,300,1000,2000 s/mm<sup>2</sup>; 64 maximum gradient directions; 2-mm isotropic voxel) on a 3T scanner, followed by a fully automated pipeline developed in-house to perform the probabilistic tractography, based on multishell-multitissue constrained spherical deconvolution modeling of the signal, was performed. It was first tested retrospectively in 10 healthy controls, then prospectively applied in 25 additional healthy controls and 35 SPTs patients. Microstructural parameters were compared between patients and controls using an along-tract approach. The study included 70 subjects: 35 healthy controls (18 females, mean age 50.7 ± 14.3 years) and 35 patients with SPTs displacing the optic chiasm (18 females; mean age 53.7 ± 16.4 years). The AOP reconstruction was successfully performed in all normal controls and patients. A correct correspondence with surgical inspection was identified in 84.7 % of patients who underwent surgery. Patients had significantly lower mean diffusivity (MD) values at the level of the chiasm (p < 0.01), that correlated with supero-inferior chiasmatic displacement (R = -0.49, p = 0.01). A novel, fully automated diffusion tractography pipeline for the AOP was developed and validated in patients with sellar/parasellar tumors. Reduced MD values at the chiasm level may indicate compression or gliosis in case of displacement.

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Journal
NeuroImage Clinical
Published
2025-01-01
DOI
https://doi.org/10.1016/j.nicl.2025.103827
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Fully automated pipeline for the fiber tractography of the anterior optic pathway in patients with sellar and parasellar tumors and analysis of the microstructural alterations

Sofia Asioli, Caterina Tonon, Raffaele Lodi, Diego Mazzatenta et al.
NeuroImage Clinical
Advanced Neuroimaging Techniques and Applications
article

Fully automated pipeline for the fiber tractography of the anterior optic pathway in patients with sellar and parasellar tumors and analysis of the microstructural alterations

Sofia Asioli, Caterina Tonon, Raffaele Lodi, Diego Mazzatenta, Alessandro Carrozzi, David Neil Manners, Gianfranco Vornetti, Matteo Zoli, Giovanni Sighinolfi, Federica Guaraldi, Elena Cantoni, Laura Ludovica Gramegna
article en

Abstract

Compared to conventional morphological MR imaging, diffusion tractography may improve the visualization of the anterior optic pathway (AOP), thus enhancing the understanding of its anatomical relationship with surrounding sellar/parasellar tumors (SPTs). We aimed to develop a diffusion tractography pipeline for automatic and reliable reconstruction of the AOP and to investigate its microstructural alterations in SPT patients. A multishell diffusion protocol (b-values = 0,300,1000,2000 s/mm<sup>2</sup>; 64 maximum gradient directions; 2-mm isotropic voxel) on a 3T scanner, followed by a fully automated pipeline developed in-house to perform the probabilistic tractography, based on multishell-multitissue constrained spherical deconvolution modeling of the signal, was performed. It was first tested retrospectively in 10 healthy controls, then prospectively applied in 25 additional healthy controls and 35 SPTs patients. Microstructural parameters were compared between patients and controls using an along-tract approach. The study included 70 subjects: 35 healthy controls (18 females, mean age 50.7 ± 14.3 years) and 35 patients with SPTs displacing the optic chiasm (18 females; mean age 53.7 ± 16.4 years). The AOP reconstruction was successfully performed in all normal controls and patients. A correct correspondence with surgical inspection was identified in 84.7 % of patients who underwent surgery. Patients had significantly lower mean diffusivity (MD) values at the level of the chiasm (p < 0.01), that correlated with supero-inferior chiasmatic displacement (R = -0.49, p = 0.01). A novel, fully automated diffusion tractography pipeline for the AOP was developed and validated in patients with sellar/parasellar tumors. Reduced MD values at the chiasm level may indicate compression or gliosis in case of displacement.

NeuroImage ClinicalVol. 47
Istituto delle Scienze Neurologiche di Bologna (IT), Istituti di Ricovero e Cura a Carattere Scientifico (IT), University of Bologna (IT)
Ministero della Salute
Openalex Percentile: Top 79%
Advanced Neuroimaging Techniques and Applications
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