Normal Growth, Sexual Dimorphism, and Lateral Asymmetries at Fetal Brain MRI

被引:27
作者
Machado-Rivas, Fedel [1 ,2 ]
Gandhi, Jasmine [1 ,2 ]
Choi, Jungwhan John [1 ,2 ]
Velasco-Annis, Clemente [1 ]
Afacan, Onur [1 ,2 ]
Warfield, Simon K. [1 ,2 ]
Gholipour, Ali [1 ,2 ]
Jaimes, Camilo [1 ,2 ]
机构
[1] Boston Childrens Hosp, Dept Radiol, 300 Longwood Ave, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Radiol, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
TRAJECTORIES;
D O I
10.1148/radiol.211222
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: Tools in image reconstruction, motion correction, and segmentation have enabled the accurate volumetric characterization of fetal brain growth at MRI. Purpose: To evaluate the volumetric growth of intracranial structures in healthy fetuses, accounting for gestational age (GA), sex, and laterality with use of a spatiotemporal MRI atlas of fetal brain development. Materials and Methods: T2-weighted 3.0-T half-Fourier acquired single-shot turbo spin-echo sequence MRI was performed in healthy fetuses from prospectively recruited pregnant volunteers from March 2013 to May 2019. A previously validated section-to-volume reconstruction algorithm was used to generate intensity-normalized superresolution three-dimensional volumes that were registered to a fetal brain MRI atlas with 28 anatomic regions of interest. Atlas-based segmentation was performed and manually refined. Labels included the bilateral hippocampus, amygdala, caudate nucleus, lentiform nucleus, thalamus, lateral ventricle, cerebellum, cortical plate, hemispheric white matter, internal capsule, ganglionic eminence, ventricular zone, corpus callosum, brainstem, hippocampal commissure, and extra-axial cerebrospinal fluid. For fetuses younger than 31 weeks of GA, the subplate and intermediate zones were delineated. A linear regression analysis was used to determine weekly age-related change adjusted for sex and laterality. Results: The final analytic sample consisted of 122 MRI scans in 98 fetuses (mean GA, 29 weeks 6 5 [range, 20-38 weeks]). All structures had significant volume growth with increasing GA (P,.001). Weekly age-related change for individual structures in the brain parenchyma ranged from 2.0% (95% CI: 0.9, 3.1; P <=.001) in the hippocampal commissure to 19.4% (95% CI: 18.7, 20.1; P <=.001) in the cerebellum. The largest sex-related differences were 22.1% higher volume in male fetuses for the lateral ventricles (95% CI: 10.9, 34.4; P,.001). There was rightward volumetric asymmetry of 15.6% for the hippocampus (95% CI: 14.2, 17.2; P <=.001) and leftward volumetric asymmetry of 8.1% for the lateral ventricles (95% CI: 3.7, 12.2; P <=.001). Conclusion: With use of a spatiotemporal MRI atlas, volumetric growth of the fetal brain showed complex trajectories dependent on structure, gestational age, sex, and laterality. (C) RSNA, 2021
引用
收藏
页码:162 / 170
页数:9
相关论文
共 19 条
[1]   Cerebral lateral ventricular asymmetry: Is this a normal ultrasonographic finding in the fetal brain? [J].
Achiron, R ;
Yagel, S ;
Rotstein, Z ;
Inbar, O ;
Mashiach, S ;
Lipitz, S .
OBSTETRICS AND GYNECOLOGY, 1997, 89 (02) :233-237
[2]   Simultaneous Truth and Performance Level Estimation Through Fusion of Probabilistic Segmentations [J].
Akhondi-Asl, Alireza ;
Warfield, Simon K. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2013, 32 (10) :1840-1852
[3]   Complex Trajectories of Brain Development in the Healthy Human Fetus [J].
Andescavage, Nickie N. ;
du Plessis, Adre ;
McCarter, Robert ;
Serag, Ahmed ;
Evangelou, Iordanis ;
Vezina, Gilbert ;
Robertson, Richard ;
Limperopoulos, Catherine .
CEREBRAL CORTEX, 2017, 27 (11) :5274-5283
[4]   Normative fetal brain growth by quantitative in vivo magnetic resonance imaging [J].
Clouchoux, Cedric ;
Guizard, Nicolas ;
Evans, Alan Charles ;
du Plessis, Adre Jacques ;
Limperopoulos, Catherine .
AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2012, 206 (02) :173.e1-173.e8
[5]   Mapping White Matter Microstructure in the One Month Human Brain [J].
Dean, D. C., III ;
Planalp, E. M. ;
Wooten, W. ;
Adluru, N. ;
Kecskemeti, S. R. ;
Frye, C. ;
Schmidt, C. K. ;
Schmidt, N. L. ;
Styner, M. A. ;
Goldsmith, H. H. ;
Davidson, R. J. ;
Alexander, A. L. .
SCIENTIFIC REPORTS, 2017, 7
[6]   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
[7]   Magnetic Resonance Imaging of the Newborn Brain: Automatic Segmentation of Brain Images into 50 Anatomical Regions [J].
Gousias, Ioannis S. ;
Hammers, Alexander ;
Counsell, Serena J. ;
Srinivasan, Latha ;
Rutherford, Mary A. ;
Heckemann, Rolf A. ;
Hajnal, Jo V. ;
Rueckert, Daniel ;
Edwards, A. David .
PLOS ONE, 2013, 8 (04)
[8]   Normative volume measurements of the fetal intra-cranial compartments using 3D volume in utero MR imaging [J].
Jarvis, Deborah A. ;
Finney, Chloe R. ;
Griffiths, Paul D. .
EUROPEAN RADIOLOGY, 2019, 29 (07) :3488-3495
[9]   Fast Volume Reconstruction From Motion Corrupted Stacks of 2D Slices [J].
Kainz, Bernhard ;
Steinberger, Markus ;
Wein, Wolfgang ;
Kuklisova-Murgasova, Maria ;
Malamateniou, Christina ;
Keraudren, Kevin ;
Torsney-Weir, Thomas ;
Rutherford, Mary ;
Aljabar, Paul ;
Hajnal, Joseph V. ;
Rueckert, Daniel .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (09) :1901-1913
[10]   DEVELOPMENTAL HISTORY OF THE TRANSIENT SUBPLATE ZONE IN THE VISUAL AND SOMATOSENSORY CORTEX OF THE MACAQUE MONKEY AND HUMAN BRAIN [J].
KOSTOVIC, I ;
RAKIC, P .
JOURNAL OF COMPARATIVE NEUROLOGY, 1990, 297 (03) :441-470