Spatiotemporal Patterns of White Matter Maturation after Pre-Adolescence: A Diffusion Kurtosis Imaging Study

被引:0
|
作者
Farrher, Ezequiel [1 ]
Grinberg, Farida [1 ,2 ]
Khechiashvili, Tamara [1 ]
Neuner, Irene [1 ,3 ,4 ]
Konrad, Kerstin [4 ,5 ,6 ,7 ]
Shah, N. Jon [1 ,2 ,4 ,7 ]
机构
[1] Forschungszentrum Julich, Inst Neurosci & Med 4, INM 4, D-52425 Julich, Germany
[2] Rhein Westfal TH Aachen, Dept Neurol, D-52074 Aachen, Germany
[3] Rhein Westfal TH Aachen, Dept Psychiat Psychotherapy & Psychosomat, D-52074 Aachen, Germany
[4] JARA BRAIN Translat Med, D-52074 Aachen, Germany
[5] Rhein Westfal TH Aachen, Dept Child & Adolescent Psychiat & Psychotherapy, Child Neuropsychol Sect, D-52074 Aachen, Germany
[6] Forschungszentrum Julich, Inst Neurosci & Med 3, INM 3, D-52425 Julich, Germany
[7] Forschungszentrum Julich, Inst Neurosci & Med 11, INM 11, D-52425 Julich, Germany
基金
美国国家科学基金会;
关键词
brain tissue microstructure; maturation; heterogeneity; heterochronicity; diffusion kurtosis imaging; diffusion MRI; GAUSSIAN WATER DIFFUSION; HUMAN BRAIN; GRAY-MATTER; MICROSTRUCTURAL DEVELOPMENT; FRACTIONAL ANISOTROPY; EXPERIMENTAL-DESIGN; COGNITIVE FUNCTIONS; MEAN DIFFUSIVITY; PROCESSING SPEED; TENSOR;
D O I
10.3390/brainsci14050495
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Diffusion tensor imaging (DTI) enables the assessment of changes in brain tissue microstructure during maturation and ageing. In general, patterns of cerebral maturation and decline render non-monotonic lifespan trajectories of DTI metrics with age, and, importantly, the rate of microstructural changes is heterochronous for various white matter fibres. Recent studies have demonstrated that diffusion kurtosis imaging (DKI) metrics are more sensitive to microstructural changes during ageing compared to those of DTI. In a previous work, we demonstrated that the Cohen's d of mean diffusional kurtosis (dMK) represents a useful biomarker for quantifying maturation heterochronicity. However, some inferences on the maturation grades of different fibre types, such as association, projection, and commissural, were of a preliminary nature due to the insufficient number of fibres considered. Hence, the purpose of this follow-up work was to further explore the heterochronicity of microstructural maturation between pre-adolescence and middle adulthood based on DTI and DKI metrics. Using the effect size of the between-group parametric changes and Cohen's d, we observed that all commissural fibres achieved the highest level of maturity, followed by the majority of projection fibres, while the majority of association fibres were the least matured. We also demonstrated that dMK strongly correlates with the maxima or minima of the lifespan curves of DTI metrics. Furthermore, our results provide substantial evidence for the existence of spatial gradients in the timing of white matter maturation. In conclusion, our data suggest that DKI provides useful biomarkers for the investigation of maturation spatial heterogeneity and heterochronicity.
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页数:27
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