Diffusion magnetic resonance imaging assessment of regional white matter maturation in preterm neonates

被引:9
作者
Kimpton, J. A. [1 ]
Batalle, D. [1 ,2 ]
Barnett, M. L. [1 ]
Hughes, E. J. [1 ]
Chew, A. T. M. [1 ]
Falconer, S. [1 ]
Tournier, J. D. [1 ]
Alexander, D. [3 ,4 ]
Zhang, H. [3 ,4 ]
Edwards, A. D. [1 ]
Counsell, S. J. [1 ]
机构
[1] Kings Coll London, Ctr Developing Brain, Sch Imaging Sci & Biomed Engn, London, England
[2] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Forens & Neurodev Sci, London, England
[3] UCL, Dept Comp Sci, London, England
[4] UCL, Ctr Med Imaging Comp, London, England
基金
英国工程与自然科学研究理事会; 英国医学研究理事会; 英国惠康基金;
关键词
Neonate; Preterm; Tractography; Diffusion magnetic resonance imaging (dMRI); Neurite orientation dispersion and density imaging (NODDI); High-angular resolution diffusion MR imaging (HARDI); HUMAN FETAL; BRAIN-DEVELOPMENT; ORIENTATION DISPERSION; CORPUS-CALLOSUM; CHILDREN BORN; INFANTS; BIRTH; AGE; MRI; MICROSTRUCTURE;
D O I
10.1007/s00234-020-02584-9
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose Diffusion magnetic resonance imaging (dMRI) studies report altered white matter (WM) development in preterm infants. Neurite orientation dispersion and density imaging (NODDI) metrics provide more realistic estimations of neurite architecture in vivo compared with standard diffusion tensor imaging (DTI) metrics. This study investigated microstructural maturation of WM in preterm neonates scanned between 25 and 45 weeks postmenstrual age (PMA) with normal neurodevelopmental outcomes at 2 years using DTI and NODDI metrics. Methods Thirty-one neonates (n = 17 male) with median (range) gestational age (GA) 32(+1) weeks (24(+2)-36(+4)) underwent 3 T brain MRI at median (range) post menstrual age (PMA) 35(+2) weeks (25(+3)-43(+1)). WM tracts (cingulum, fornix, corticospinal tract (CST), inferior longitudinal fasciculus (ILF), optic radiations) were delineated using constrained spherical deconvolution and probabilistic tractography in MRtrix3. DTI and NODDI metrics were extracted for the whole tract and cross-sections along each tract to assess regional development. Results PMA at scan positively correlated with fractional anisotropy (FA) in the CST, fornix and optic radiations and neurite density index (NDI) in the cingulum, CST and fornix and negatively correlated with mean diffusivity (MD) in all tracts. A multilinear regression model demonstrated PMA at scan influenced all diffusion measures, GA and GAxPMA at scan influenced FA, MD and NDI and gender affected NDI. Cross-sectional analyses revealed asynchronous WM maturation within and between WM tracts.). Conclusion We describe normal WM maturation in preterm neonates with normal neurodevelopmental outcomes. NODDI can enhance our understanding of WM maturation compared with standard DTI metrics alone.
引用
收藏
页码:573 / 583
页数:11
相关论文
共 74 条
[1]   Maturation of Thalamic Radiations between 34 and 41 Weeks' Gestation: A Combined Voxel-Based Study and Probabilistic Tractography with Diffusion Tensor Imaging [J].
Aeby, A. ;
Liu, Y. ;
De Tiege, X. ;
Denolin, V. ;
David, P. ;
Baleriaux, D. ;
Kavec, M. ;
Metens, T. ;
Van Bogaert, P. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2009, 30 (09) :1780-1786
[2]   Tract shape modeling detects changes associated with preterm birth and neuroprotective treatment effects [J].
Anblagan, Devasuda ;
Bastin, Mark E. ;
Sparrow, Sarah ;
Piyasena, Chinthika ;
Pataky, Rozalia ;
Moore, Emma J. ;
Serag, Ahmed ;
Wilkinson, Alastair Graham ;
Clayden, Jonathan D. ;
Semple, Scott I. ;
Boardman, James P. .
NEUROIMAGE-CLINICAL, 2015, 8 :51-58
[3]  
BARKOVICH AJ, 1992, AM J NEURORADIOL, V13, P447
[4]   Exploring the multiple-hit hypothesis of preterm white matter damage using diffusion MRI [J].
Barnett, Madeleine L. ;
Tusor, Nora ;
Ball, Gareth ;
Chew, Andrew ;
Falconer, Shona ;
Aljabar, Paul ;
Kimpton, Jessica A. ;
Kennea, Nigel ;
Rutherford, Mary ;
Edwards, A. David ;
Counsell, Serena J. .
NEUROIMAGE-CLINICAL, 2018, 17 :596-606
[5]   Early development of structural networks and the impact of prematurity on brain connectivity [J].
Batalle, Dafnis ;
Hughes, Emer J. ;
Zhang, Hui ;
Tournier, J. -Donald ;
Tusor, Nora ;
Aljabar, Paul ;
Wali, Luqman ;
Alexander, Daniel C. ;
Hajnal, Joseph V. ;
Nosarti, Chiara ;
Edwards, A. David ;
Counsell, Serena J. .
NEUROIMAGE, 2017, 149 :379-392
[6]   Biology of oligodendrocyte and myelin in the mammalian central nervous system [J].
Baumann, N ;
Pham-Dinh, D .
PHYSIOLOGICAL REVIEWS, 2001, 81 (02) :871-927
[7]   Quantitative diffusion tensor MRI fiber tractography of sensorimotor white matter development in premature infants [J].
Berman, JI ;
Mukherjee, P ;
Partridge, SC ;
Miller, SP ;
Ferriero, DM ;
Barkovich, AJ ;
Vigneron, DB ;
Henry, RG .
NEUROIMAGE, 2005, 27 (04) :862-871
[8]   Cognitive and behavioral outcomes of school-aged children who were born preterm - A meta-analysis [J].
Bhutta, AT ;
Cleves, MA ;
Casey, PH ;
Cradock, MM ;
Anand, KJS .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2002, 288 (06) :728-737
[9]   White Matter Changes of Neurite Density and Fiber Orientation Dispersion during Human Brain Maturation [J].
Chang, Yi Shin ;
Owen, Julia P. ;
Pojman, Nicholas J. ;
Thieu, Tony ;
Bukshpun, Polina ;
Wakahiro, Mari L. J. ;
Berman, Jeffrey I. ;
Roberts, Timothy P. L. ;
Nagarajan, Srikantan S. ;
Sherr, Elliott H. ;
Mukherjee, Pratik .
PLOS ONE, 2015, 10 (06)
[10]   Maturation Along White Matter Tracts in Human Brain Using a Diffusion Tensor Surface Model Tract-Specific Analysis [J].
Chen, Zhang ;
Zhang, Hui ;
Yushkevich, Paul A. ;
Liu, Min ;
Beaulieu, Christian .
FRONTIERS IN NEUROANATOMY, 2016, 10