Prenatal to postnatal trajectory of brain growth in complex congenital heart disease

被引:46
作者
Ortinau, Cynthia M. [1 ]
Mangin-Heimos, Kathryn [2 ]
Moen, Joseph [3 ]
Alexopoulos, Dimitrios [4 ]
Inder, Terrie E. [5 ]
Gholipour, Ali [6 ,7 ]
Shimony, Joshua S. [8 ]
Eghtesady, Pirooz [9 ]
Schlaggar, Bradley L. [1 ,4 ,8 ,10 ,11 ]
Smyser, Christopher D. [1 ,4 ,8 ]
机构
[1] Washington Univ, Dept Pediat, St Louis, MO 63130 USA
[2] Washington Univ, Dept Psychol & Brain Sci, St Louis, MO USA
[3] Washington Univ, Div Biostat, St Louis, MO USA
[4] Washington Univ, Dept Neurol, St Louis, MO USA
[5] Brigham & Womens Hosp, Dept Pediat Newborn Med, 75 Francis St, Boston, MA 02115 USA
[6] Boston Childrens Hosp, Dept Radiol, Boston, MA USA
[7] Harvard Med Sch, Dept Radiol, Boston, MA USA
[8] Washington Univ, Mallinckrodt Inst Radiol, St Louis, MO USA
[9] Washington Univ, Div Pediat Cardiothorac Surg, St Louis, MO USA
[10] Washington Univ, Dept Psychiat, St Louis, MO USA
[11] Washington Univ, Dept Neurosci, St Louis, MO USA
基金
美国国家卫生研究院;
关键词
Brain volume; Magnetic resonance imaging; Congenital heart disease; Fetal; VOLUME RECONSTRUCTION; INJURY; SURGERY; MRI; SEGMENTATION; REDUCTION; INFANTS; FETUSES; SIZE; NEURODEVELOPMENT;
D O I
10.1016/j.nicl.2018.09.029
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Altered brain development is a common feature of the neurological sequelae of complex congenital heart disease (CHD). These alterations include abnormalities in brain size and growth that begin prenatally and persist postnatally. However, the longitudinal trajectory of changes in brain volume from the prenatal to postnatal environment have not been investigated. We aimed to evaluate the trajectory of brain growth in a cohort of patients with complex CHD (n = 16) and healthy controls (n = 15) to test the hypothesis that patients with complex CHD would have smaller total brain volume (TBV) prenatally, which would become increasingly prominent by three months of age. Participants underwent fetal magnetic resonance imaging (MRI) at a mean of 32 weeks gestation, a preoperative/neonatal MRI shortly after birth, a postoperative MRI (CHD only), and a 3-month MRI to evaluate the trajectory of brain growth. Three-dimensional volumetric analysis was applied to the MRI data to measure TBV, as well as tissue-specific volumes of the cortical gray matter (CGM), white matter (WM), subcortical (deep nuclear) gray matter (SCGM), cerebellum, and cerebrospinal fluid (CSF). A random coefficients model was used to investigate longitudinal changes in TBV and demonstrated an altered trajectory of brain growth in the CHD population. The estimated slope for TBV from fetal to 3-month MRI was 11.5 cm(3) per week for CHD infants compared to 16.7 cm3 per week for controls (p = 0.0002). Brain growth followed a similar trajectory for the CGM (p < 0.0001), SCGM (p = 0.002), and cerebellum (p = 0.005). There was no difference in growth of the WM (p = 0.30) or CSF (p = 0.085). Brain injury was associated with reduced TBV at 3-month MRI (p = 0.02). After removing infants with brain injury from the model, an altered trajectory of brain growth persisted in CHD infants (p = 0.006). These findings extend the existing literature by demonstrating longitudinal impairments in brain development in the CHD population and emphasize the global nature of disrupted brain growth from the prenatal environment through early infancy.
引用
收藏
页码:913 / 922
页数:10
相关论文
共 43 条
[1]   An Open Source Multivariate Framework for n-Tissue Segmentation with Evaluation on Public Data [J].
Avants, Brian B. ;
Tustison, Nicholas J. ;
Wu, Jue ;
Cook, Philip A. ;
Gee, James C. .
NEUROINFORMATICS, 2011, 9 (04) :381-400
[2]   Neonatal Brain Tissue Classification with Morphological Adaptation and Unified Segmentation [J].
Beare, Richard J. ;
Chen, Jian ;
Kelly, Claire E. ;
Alexopoulos, Dimitrios ;
Smyser, Christopher D. ;
Rogers, Cynthia E. ;
Loh, Wai Y. ;
Matthews, Lillian G. ;
Cheong, Jeanie L. Y. ;
Spittle, Alicia J. ;
Anderson, Peter J. ;
Doyle, Lex W. ;
Inder, Terrie E. ;
Seal, Marc L. ;
Thompson, Deanne K. .
FRONTIERS IN NEUROINFORMATICS, 2016, 10
[3]   New White Matter Brain Injury After Infant Heart Surgery Is Associated With Diagnostic Group and the Use of Circulatory Arrest [J].
Beca, John ;
Gunn, Julia K. ;
Coleman, Lee ;
Hope, Ayton ;
Reed, Peter W. ;
Hunt, Rodney W. ;
Finucane, Kirsten ;
Brizard, Christian ;
Dance, Brieana ;
Shekerdemian, Lara S. .
CIRCULATION, 2013, 127 (09) :971-979
[4]   Brain Injury in Neonates with Complex Congenital Heart Disease: What Is the Predictive Value of MRI in the Fetal Period? [J].
Brossard-Racine, M. ;
du Plessis, A. ;
Vezina, G. ;
Robertson, R. ;
Donofrio, M. ;
Tworetzky, W. ;
Limperopoulos, C. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2016, 37 (07) :1338-1346
[5]   Apparently, size matters ... in congenital heart disease and brain injury [J].
Chai, Paul J. .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2018, 155 (01) :289-290
[6]   Perioperative neonatal brain injury is associated with worse school-age neurodevelopment in children with critical congenital heart disease [J].
Claessens, Nathalie H. P. ;
Algra, Selma O. ;
Ouwehand, Tom L. ;
Jansen, Nicolaas J. G. ;
Schappin, Renske ;
Haas, Felix ;
Eijsermans, Maria J. C. ;
de Vries, Linda S. ;
Benders, Manon J. N. L. .
DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 2018, 60 (10) :1052-+
[7]   Delayed Cortical Development in Fetuses with Complex Congenital Heart Disease [J].
Clouchoux, C. ;
du Plessis, A. J. ;
Bouyssi-Kobar, M. ;
Tworetzky, W. ;
McElhinney, D. B. ;
Brown, D. W. ;
Gholipour, A. ;
Kudelski, D. ;
Warfield, S. K. ;
McCarter, R. J. ;
Robertson, R. L., Jr. ;
Evans, A. C. ;
Newburger, J. W. ;
Limperopoulos, C. .
CEREBRAL CORTEX, 2013, 23 (12) :2932-2943
[8]   Brain Volumetrics, Regional Cortical Thickness and Radiographic Findings in Adults with Cyanotic Congenital Heart Disease [J].
Cordina, Rachael ;
Grieve, Stuart ;
Barnett, Michael ;
Lagopoulos, Jim ;
Malitz, Nathan ;
Celermajer, David S. .
NEUROIMAGE-CLINICAL, 2014, 4 :319-325
[9]   Brain injury and development in newborns with critical congenital heart disease [J].
Dimitropoulos, Anastasia ;
McQuillen, Patrick S. ;
Sethi, Viyeka ;
Moosa, Alisha ;
Chau, Vann ;
Xu, Duan ;
Brant, Rollin ;
Azakie, Anthony ;
Campbell, Andrew ;
Barkovich, A. James ;
Poskitt, Kenneth J. ;
Miller, Steven P. .
NEUROLOGY, 2013, 81 (03) :241-248
[10]   A normative spatiotemporal MRI atlas of the fetal brain for automatic segmentation and analysis of early brain growth [J].
Gholipour, Ali ;
Rollins, Caitlin K. ;
Velasco-Annis, Clemente ;
Ouaalam, Abdelhakim ;
Akhondi-Asl, Alireza ;
Afacan, Onur ;
Ortinau, Cynthia M. ;
Clancy, Sean ;
Limperopoulos, Catherine ;
Yang, Edward ;
Estroff, Judy A. ;
Warfield, Simon K. .
SCIENTIFIC REPORTS, 2017, 7