A novel radiological classification system for cerebral gliomas: The Brain-Grid

被引:18
作者
Latini, Francesco [1 ]
Fahlstrom, Markus [2 ]
Berntsson, Shala G. [3 ]
Larsson, Elna-Marie [2 ]
Smits, Anja [3 ,4 ]
Ryttlefors, Mats [1 ]
机构
[1] Uppsala Univ, Dept Neurosci, Neurosurg, Uppsala, Sweden
[2] Uppsala Univ, Dept Surg Sci, Radiol, Uppsala, Sweden
[3] Uppsala Univ, Dept Neurosci, Neurol, Uppsala, Sweden
[4] Univ Gothenburg, Inst Neurosci & Physiol, Dept Clin Neurosci, Sahlgrenska Acad, Gothenburg, Sweden
关键词
LOW-GRADE GLIOMAS; WHITE-MATTER TRACTS; DEFINITION FIBER TRACTOGRAPHY; CENTRAL-NERVOUS-SYSTEM; MATHEMATICAL-MODEL; II GLIOMAS; TUMOR; GROWTH; ATLAS; SURGERY;
D O I
10.1371/journal.pone.0211243
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose Standard radiological/topographical classifications of gliomas often do not reflect the real extension of the tumor within the lobar-cortical anatomy. Furthermore, these systems do not provide information on the relationship between tumor growth and the subcortical white matter architecture. We propose the use of an anatomically standardized grid system (the Brain-Grid) to merge serial morphological magnetic resonance imaging (MRI) scans with a representative tractographic atlas. Two illustrative cases are presented to show the potential advantages of this classification system. Methods MRI scans of 39 patients (WHO grade II and III gliomas) were analyzed with a standardized grid created by intersecting longitudinal lines on the axial, sagittal, and coronal planes. The anatomical landmarks were chosen from an average brain, spatially normalized to the Montreal Neurological Institute (MNI) space and the Talairach space. Major white matter pathways were reconstructed with a deterministic tracking algorithm on a reference atlas and analyzed using the Brain-Grid system. Results In all, 48 brain grid voxels (areas defined by 3 coordinates, axial (A), coronal (C), sagittal (S) and numbers from 1 to 4) were delineated in each MRI sequence and on the tractographic atlas. The number of grid voxels infiltrated was consistent, also in the MNI space. The subcortical insula/basal ganglia (A3-C2-S2) and the fronto-insular region (A3-C2-S1) were most frequently involved. The inferior fronto-occipital fasciculus, anterior thalamic radiation, uncinate fasciculus, and external capsule were the most frequently associated pathways in both hemispheres. Conclusions The Brain-Grid based classification system provides an accurate observational tool in all patients with suspected gliomas, based on the comparison of grid voxels on a morphological MRI and segmented white matter atlas. Important biological information on tumor kinetics including extension, speed, and preferential direction of progression can be observed and even predicted with this system. This novel classification can easily be applied to both prospective and retrospective cohorts of patients and increase our comprehension of glioma behavior.
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页数:20
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