Evaluation of Neonatal Brain Myelination Using the T1-and T2-Weighted MRI Ratio

被引:37
作者
Soun, Jennifer E. [1 ]
Liu, Michael Z. [1 ]
Cauley, Keith A. [2 ]
Grinband, Jack [1 ]
机构
[1] Columbia Univ, Med Ctr, Dept Radiol, 622 West 168th St,PB 1-301, New York, NY 10032 USA
[2] Geisinger Med Ctr, Dept Radiol, Danville, PA 17822 USA
关键词
HYPOXIC-ISCHEMIC ENCEPHALOPATHY; APPARENT DIFFUSION-COEFFICIENT; NERVOUS-SYSTEM MYELINATION; WHITE-MATTER; INFANT BRAIN; MAGNETIC-RESONANCE; IMAGES; MATURATION; SEGMENTATION; REGISTRATION;
D O I
10.1002/jmri.25570
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
Purpose: To validate the T1- and T2-weighted (T1w/T2w) MRI ratio technique in evaluating myelin in the neonatal brain. Materials and Methods: T1w and T2w MR images of 10 term neonates with normal-appearing brain parenchyma were obtained from a single 1.5 Tesla MRI and retrospectively analyzed. T1w/T2w ratio images were created with a postprocessing pipeline and qualitatively compared with standard clinical sequences (T1w, T2w, and apparent diffusion coefficient [ ADC]). Quantitative assessment was also performed to assess the ratio technique in detecting areas of known myelination (e.g., posterior limb of the internal capsule) and very low myelination (e.g., optic radiations) using linear regression analysis and the Michelson Contrast equation, a measure of luminance contrast intensity. Results: The ratio image provided qualitative improvements in the ability to visualize regional variation in myelin content of neonates. Linear regression analysis demonstrated a significant inverse relationship between the ratio intensity values and ADC values in the posterior limb of the internal capsule and the optic radiations (R-2 = 0.96 and P < 0.001). The Michelson Contrast equation showed that contrast differences between these two regions for the ratio images were 1.6 times higher than T1w, 2.6 times higher than T2w, and 1.8 times higher than ADC (all P < 0.001). Finally, the ratio improved visualization of the corticospinal tract, one of the earliest myelinated pathways. Conclusion: The T1w/T2w ratio accentuates contrast between myelinated and less myelinated structures and may enhance our diagnostic ability to detect myelination patterns in the neonatal brain.
引用
收藏
页码:690 / 696
页数:7
相关论文
共 35 条
[21]  
Liauw L, 2007, AM J NEURORADIOL, V28, P660
[22]   Hypoxic-ischemic encephalopathy: Diagnostic value of conventional MR imaging pulse sequences in term-born neonates [J].
Liauw, Lishya ;
Van der Grond, Jeroen ;
Van den Berg-Huysmans, Annette A. ;
Palm-Meinders, Inge H. ;
Buchem, Mark A. Van ;
Van Wezel-Meijler, Gerda .
RADIOLOGY, 2008, 247 (01) :204-212
[23]  
Michelson A., 1927, STUDIES OPTICS
[24]   Maturation of white matter in the human brain: A review of magnetic resonance studies [J].
Paus, T ;
Collins, DL ;
Evans, AC ;
Leonard, G ;
Pike, B ;
Zijdenbos, A .
BRAIN RESEARCH BULLETIN, 2001, 54 (03) :255-266
[25]   Correlation of Apparent Diffusion Coefficient and Fractional Anisotropy Values in the Developing Infant Brain [J].
Provenzale, James M. ;
Isaacson, Jared ;
Chen, Steven ;
Stinnett, Sandra ;
Liu, Chunlei .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2010, 195 (06) :W456-W462
[26]   Stereotaxic display of brain lesions [J].
Rorden, C ;
Brett, M .
BEHAVIOURAL NEUROLOGY, 2000, 12 (04) :191-200
[27]   Advanced MR techniques in the term-born neonate with perinatal brain injury [J].
Rutherford, MA ;
Ward, P ;
Malamatentiou, C .
SEMINARS IN FETAL & NEONATAL MEDICINE, 2005, 10 (05) :445-460
[28]   Abnormal magnetic resonance signal in the internal capsule predicts poor neurodevelopmental outcome in infants with hypoxic-ischemic encephalopathy [J].
Rutherford, MA ;
Pennock, JM ;
Counsell, SJ ;
Mercuri, E ;
Cowan, FM ;
Dubowitz, LMS ;
Edwards, AD .
PEDIATRICS, 1998, 102 (02) :323-328
[29]   Gray matter myelination of 1555 human brains using partial volume corrected MRI images [J].
Shafee, Rebecca ;
Buckner, Randy L. ;
Fischl, Bruce .
NEUROIMAGE, 2015, 105 :473-485
[30]   Fast robust automated brain extraction [J].
Smith, SM .
HUMAN BRAIN MAPPING, 2002, 17 (03) :143-155