Voxelwise and Regional Brain Apparent Diffusion Coefficient Changes on MRI from Birth to 6 Years of Age

被引:21
作者
Sotardi, Susan [1 ,6 ]
Gollub, Randy L. [2 ,3 ]
Bates, Sara, V [4 ]
Weiss, Rebecca [4 ]
Murphy, Shawn N. [5 ]
Grant, P. Ellen [7 ]
Ou, Yangming [7 ,8 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02115 USA
[2] Harvard Med Sch, Massachusetts Gen Hosp, Dept Psychiat, Boston, MA 02115 USA
[3] Harvard Med Sch, Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02115 USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Div Newborn Med, Dept Pediat, Boston, MA 02115 USA
[5] Harvard Med Sch, Massachusetts Gen Hosp, Lab Comp Sci, Boston, MA 02115 USA
[6] Childrens Hosp Philadelphia, Dept Radiol, Philadelphia, PA 19104 USA
[7] Harvard Med Sch, Boston Childrens Hosp, Fetal Neonatal Neuroimaging & Dev Sci Ctr, 300 Longwood Ave, Boston, MA 02115 USA
[8] Harvard Med Sch, Boston Childrens Hosp, Computat Hlth Informat Program, 300 Longwood Ave, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
WHITE-MATTER; DEFORMABLE REGISTRATION; TERM; ASYMMETRY; VALUES; CHILDREN; NEWBORNS; LANGUAGE; INFANTS; ATLASES;
D O I
10.1148/radiol.2020202279
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: A framework for understanding rapid diffusion changes from 0 to 6 years of age is important in the detection of neurodevelopmental disorders. Purpose: To quantify patterns of normal apparent diffusion coefficient (ADC) development from 0 to 6 years of age. Materials and Methods: Previously constructed age-specific ADC atlases from 201 healthy full-term children (108 male; age range, 0-6 years) with MRI scans acquired from 2006 to 2013 at one large academic hospital were analyzed to quantify four patterns: ADC trajectory, rate of ADC change, age of ADC maturation, and hemispheric asymmetries of maturation ages. Patterns were quantified in whole-brain, segmented regional, and voxelwise levels by fitting a two-term exponential model. Hemispheric asymmetries in ADC maturation ages were assessed using t tests with Bonferroni correction. Results: The posterior limb of the internal capsule (mean ADC: left hemisphere, 1.18 x 10(3) mu m(2)/sec; right hemisphere, 1.17 x 10(3) mu m(2)/sec), anterior limb of the internal capsule (left, 1.11 x 10(3) mu m(2)/sec; right, 1.09 x 10(3) mu m(2)/sec), vermis (1.26 x 10(3) mu m(2)/sec), thalami (left, 1.17 3103mm2/sec; right, 1.15 x 10(3) mu m(2)/sec), and basal ganglia (left, 1.26 x 10(3) mu m(2)/sec; right, 1.23 x 10(3) mu m(2)/secc) demonstrate low initial ADC values, indicating an earlier prenatal time course of development. ADC maturation was completed between 1.3 and 2.4 years of age, depending on the region. The vermis and left thalamus matured earliest (1.3 years). The frontolateral gray matter matured latest (right, 2.3 years; left, 2.4 years). ADC maturation occurred earlier in the left hemisphere (P<.001) in several regions, including the frontal (mean +/- standard deviation) (left, 2.16 years +/- 0.29; right, 2.19 years +/- 0.31), temporal (left, 1.93 years +/- 0.22; right, 1.99 years +/- 0.22), and parietal (left, 1.92 years +/- 0.30; right, 2.03 years +/- 0.28) white matter. Maturation occurred earlier in the right hemisphere (P<.001) in several regions, including the thalami (left, 1.63 years +/- 0.32; right, 1.45 years +/- 0.33), basal ganglia (left, 1.79 years +/- 0.31; right, 1.70 years +/- 0.37), and hippocampi (left, 1.93 years +/- 0.34; right, 1.78 years +/- 0.33). Conclusion: Normative apparent diffusion coefficient developmental patterns on diffusion-weighted MRI scans were quantified in children aged 0 to 6 years. This work provides knowledge about early brain development and may guide the detection of abnormal patterns of maturation. (C) RSNA, 2020
引用
收藏
页码:415 / 424
页数:10
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