Cargando…

Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography

Population averaged diffusion atlases can be utilized to characterize complex microstructural changes with less bias than data from individual subjects. In this study, a fetal diffusion tensor imaging (DTI) atlas was used to investigate tract‐based changes in anisotropy and diffusivity in vivo from...

Descripción completa

Detalles Bibliográficos
Autores principales: Machado‐Rivas, Fedel, Afacan, Onur, Khan, Shadab, Marami, Bahram, Velasco‐Annis, Clemente, Lidov, Hart, Warfield, Simon K., Gholipour, Ali, Jaimes, Camilo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559496/
https://www.ncbi.nlm.nih.gov/pubmed/34487404
http://dx.doi.org/10.1002/hbm.25653
_version_ 1784592774220218368
author Machado‐Rivas, Fedel
Afacan, Onur
Khan, Shadab
Marami, Bahram
Velasco‐Annis, Clemente
Lidov, Hart
Warfield, Simon K.
Gholipour, Ali
Jaimes, Camilo
author_facet Machado‐Rivas, Fedel
Afacan, Onur
Khan, Shadab
Marami, Bahram
Velasco‐Annis, Clemente
Lidov, Hart
Warfield, Simon K.
Gholipour, Ali
Jaimes, Camilo
author_sort Machado‐Rivas, Fedel
collection PubMed
description Population averaged diffusion atlases can be utilized to characterize complex microstructural changes with less bias than data from individual subjects. In this study, a fetal diffusion tensor imaging (DTI) atlas was used to investigate tract‐based changes in anisotropy and diffusivity in vivo from 23 to 38 weeks of gestational age (GA). Healthy pregnant volunteers with typically developing fetuses were imaged at 3 T. Acquisition included structural images processed with a super‐resolution algorithm and DTI images processed with a motion‐tracked slice‐to‐volume registration algorithm. The DTI from individual subjects were used to generate 16 templates, each specific to a week of GA; this was accomplished by means of a tensor‐to‐tensor diffeomorphic deformable registration method integrated with kernel regression in age. Deterministic tractography was performed to outline the forceps major, forceps minor, bilateral corticospinal tracts (CST), bilateral inferior fronto‐occipital fasciculus (IFOF), bilateral inferior longitudinal fasciculus (ILF), and bilateral uncinate fasciculus (UF). The mean fractional anisotropy (FA) and mean diffusivity (MD) was recorded for all tracts. For a subset of tracts (forceps major, CST, and IFOF) we manually divided the tractograms into anatomy conforming segments to evaluate within‐tract changes. We found tract‐specific, nonlinear, age related changes in FA and MD. Early in gestation, these trends appear to be dominated by cytoarchitectonic changes in the transient white matter fetal zones while later in gestation, trends conforming to the progression of myelination were observed. We also observed significant (local) heterogeneity in within‐tract developmental trajectories for the CST, IFOF, and forceps major.
format Online
Article
Text
id pubmed-8559496
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher John Wiley & Sons, Inc.
record_format MEDLINE/PubMed
spelling pubmed-85594962021-11-08 Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography Machado‐Rivas, Fedel Afacan, Onur Khan, Shadab Marami, Bahram Velasco‐Annis, Clemente Lidov, Hart Warfield, Simon K. Gholipour, Ali Jaimes, Camilo Hum Brain Mapp Research Articles Population averaged diffusion atlases can be utilized to characterize complex microstructural changes with less bias than data from individual subjects. In this study, a fetal diffusion tensor imaging (DTI) atlas was used to investigate tract‐based changes in anisotropy and diffusivity in vivo from 23 to 38 weeks of gestational age (GA). Healthy pregnant volunteers with typically developing fetuses were imaged at 3 T. Acquisition included structural images processed with a super‐resolution algorithm and DTI images processed with a motion‐tracked slice‐to‐volume registration algorithm. The DTI from individual subjects were used to generate 16 templates, each specific to a week of GA; this was accomplished by means of a tensor‐to‐tensor diffeomorphic deformable registration method integrated with kernel regression in age. Deterministic tractography was performed to outline the forceps major, forceps minor, bilateral corticospinal tracts (CST), bilateral inferior fronto‐occipital fasciculus (IFOF), bilateral inferior longitudinal fasciculus (ILF), and bilateral uncinate fasciculus (UF). The mean fractional anisotropy (FA) and mean diffusivity (MD) was recorded for all tracts. For a subset of tracts (forceps major, CST, and IFOF) we manually divided the tractograms into anatomy conforming segments to evaluate within‐tract changes. We found tract‐specific, nonlinear, age related changes in FA and MD. Early in gestation, these trends appear to be dominated by cytoarchitectonic changes in the transient white matter fetal zones while later in gestation, trends conforming to the progression of myelination were observed. We also observed significant (local) heterogeneity in within‐tract developmental trajectories for the CST, IFOF, and forceps major. John Wiley & Sons, Inc. 2021-09-06 /pmc/articles/PMC8559496/ /pubmed/34487404 http://dx.doi.org/10.1002/hbm.25653 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Machado‐Rivas, Fedel
Afacan, Onur
Khan, Shadab
Marami, Bahram
Velasco‐Annis, Clemente
Lidov, Hart
Warfield, Simon K.
Gholipour, Ali
Jaimes, Camilo
Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title_full Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title_fullStr Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title_full_unstemmed Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title_short Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
title_sort spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559496/
https://www.ncbi.nlm.nih.gov/pubmed/34487404
http://dx.doi.org/10.1002/hbm.25653
work_keys_str_mv AT machadorivasfedel spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT afacanonur spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT khanshadab spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT maramibahram spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT velascoannisclemente spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT lidovhart spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT warfieldsimonk spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT gholipourali spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography
AT jaimescamilo spatiotemporalchangesindiffusivityandanisotropyinfetalbraintractography