2021
DOI: 10.1038/s41598-021-85543-5
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A 3D analysis of growth trajectory and integration during early human prenatal facial growth

Abstract: Significant shape changes in the human facial skeleton occur in the early prenatal period, and understanding this process is critical for studying a myriad of congenital facial anomalies. However, quantifying and visualizing human fetal facial growth has been challenging. Here, we applied quantitative geometric morphometrics (GM) to high-resolution magnetic resonance images of human embryo and fetuses, to comprehensively analyze facial growth. We utilized non-linear growth estimation and GM methods to assess i… Show more

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Cited by 8 publications
(14 citation statements)
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“…The 3D imaging techniques which can be applied to embryos are CT and MRI. MRI is a favorable device for human fetal samples, as used in previous studies 32 35 . However, a spatial resolution of 40 µm is provided by 7 Tesla MRI, which is not minute enough to observe individual embryonic organs.…”
Section: Introductionmentioning
confidence: 99%
“…The 3D imaging techniques which can be applied to embryos are CT and MRI. MRI is a favorable device for human fetal samples, as used in previous studies 32 35 . However, a spatial resolution of 40 µm is provided by 7 Tesla MRI, which is not minute enough to observe individual embryonic organs.…”
Section: Introductionmentioning
confidence: 99%
“…Either types of data can be used in GM [10][11][12] and the latter is often used for the visualization of GM results. [13][14][15][16] Surface data represent "data on the object's surface," and are constructed as polygons. Surface data can be created by regional segmentation from volumetric data by stacking contours extracted from…”
Section: Preparation Of Image Datamentioning
confidence: 99%
“…Red arrows indicate relative outward and forward growth, while blue arrows indicate relative inward in backward growth in specific areas of the fetal skull. Reprinted with permission from Katsube et al 15 grown", [30][31][32] which is important for the pathogenesis of congenital facial anomalies. Cartilages in the cranial base or nasal septum have played an important role in facial development.…”
Section: Integration Among Organsmentioning
confidence: 99%
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