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Ventral intermediate nucleus structural connectivity-derived segmentation: anatomical reliability and variability

Academic Article
Publication Date:
2021
abstract:
The Ventral intermediate nucleus (Vim) of thalamus is the most targeted structure for the treatment of drug-refractory tremors. Since methodological differences across existing studies are remarkable and no gold-standard pipeline is available, in this study, we tested different parcellation pipelines for tractography-derived putative Vim identification. Thalamic parcellation was performed on a high quality, multi-shell dataset and a downsampled, clinical-like dataset using two different diffusion signal modeling techniques and two different voxel classification criteria, thus implementing a total of four parcellation pipelines. The most reliable pipeline in terms of inter-subject variability has been picked and parcels putatively corresponding to motor thalamic nuclei have been selected by calculating similarity with a histology-based mask of Vim. Then, spatial relations with optimal stimulation points for the treatment of essential tremor have been quantified. Finally, effect of data quality and parcellation pipelines on a volumetric index of connectivity clusters has been assessed. We found that the pipeline characterized by higher-order signal modeling and threshold-based voxel classification criteria was the most reliable in terms of inter-subject variability regardless data quality. The maps putatively corresponding to Vim were those derived by precentral and dentate nucleus-thalamic connectivity. However, tractography-derived functional targets showed remarkable differences in shape and sizes when compared to a ground truth model based on histochemical staining on seriate sections of human brain. Thalamic voxels connected to contralateral dentate nucleus resulted to be the closest to literature-derived stimulation points for essential tremor but at the same time showing the most remarkable inter-subject variability. Finally, the volume of connectivity parcels resulted to be significantly influenced by data quality and parcellation pipelines. Hence, caution is warranted when performing thalamic connectivity-based segmentation for stereotactic targeting.
Iris type:
14.a.1 Articolo su rivista
Keywords:
Cerebellum, Cerebral cortex, dMRI, Thalamus, Tractography
List of contributors:
Bertino, S.; Basile, G. A.; Bramanti, A.; Ciurleo, R.; Tisano, A.; Anastasi, G. P.; Milardi, D.; Cacciola, A.
Authors of the University:
CACCIOLA Alberto
MILARDI Demetrio
TISANO Adriana
Handle:
https://iris.unime.it/handle/11570/3211845
Full Text:
https://iris.unime.it//retrieve/handle/11570/3211845/445548/1-s2.0-S1053811921007928-main.pdf
Published in:
NEUROIMAGE
Journal
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https://www.sciencedirect.com/science/article/pii/S1053811921007928
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