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Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds

Diffusion tensor imaging (DTI) has provided great insights into the microstructural features of the developing brain. However, DTI images are prone to several artifacts and the reliability of DTI scalars is of paramount importance for interpreting and generalizing the findings of DTI studies, especi...

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Autores principales: Rosberg, Aylin, Tuulari, Jetro J., Kumpulainen, Venla, Lukkarinen, Minna, Pulli, Elmo P., Silver, Eero, Copeland, Anni, Saukko, Ekaterina, Saunavaara, Jani, Lewis, John D., Karlsson, Linnea, Karlsson, Hasse, Merisaari, Harri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582361/
https://www.ncbi.nlm.nih.gov/pubmed/36098477
http://dx.doi.org/10.1002/hbm.26064
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author Rosberg, Aylin
Tuulari, Jetro J.
Kumpulainen, Venla
Lukkarinen, Minna
Pulli, Elmo P.
Silver, Eero
Copeland, Anni
Saukko, Ekaterina
Saunavaara, Jani
Lewis, John D.
Karlsson, Linnea
Karlsson, Hasse
Merisaari, Harri
author_facet Rosberg, Aylin
Tuulari, Jetro J.
Kumpulainen, Venla
Lukkarinen, Minna
Pulli, Elmo P.
Silver, Eero
Copeland, Anni
Saukko, Ekaterina
Saunavaara, Jani
Lewis, John D.
Karlsson, Linnea
Karlsson, Hasse
Merisaari, Harri
author_sort Rosberg, Aylin
collection PubMed
description Diffusion tensor imaging (DTI) has provided great insights into the microstructural features of the developing brain. However, DTI images are prone to several artifacts and the reliability of DTI scalars is of paramount importance for interpreting and generalizing the findings of DTI studies, especially in the younger population. In this study, we investigated the intrascan test–retest repeatability of four DTI scalars: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) in 5‐year‐old children (N = 67) with two different data preprocessing approaches: a volume censoring pipeline and an outlier replacement pipeline. We applied a region of interest (ROI) and a voxelwise analysis after careful quality control, tensor fitting and tract‐based spatial statistics. The data had three subsets and each subset included 31, 32, or 33 directions thus a total of 96 unique uniformly distributed diffusion encoding directions per subject. The repeatability of DTI scalars was evaluated with intraclass correlation coefficient (ICC(3,1)) and the variability between test and retest subsets. The results of both pipelines yielded good to excellent (ICC(3,1) > 0.75) reliability for most of the ROIs and an overall low variability (<10%). In the voxelwise analysis, FA and RD had higher ICC(3,1) values compared to AD and MD and the variability remained low (<12%) across all scalars. Our results suggest high intrascan repeatability in pediatric DTI and lend confidence to the use of the data in future cross‐sectional and longitudinal studies.
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spelling pubmed-95823612022-10-21 Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds Rosberg, Aylin Tuulari, Jetro J. Kumpulainen, Venla Lukkarinen, Minna Pulli, Elmo P. Silver, Eero Copeland, Anni Saukko, Ekaterina Saunavaara, Jani Lewis, John D. Karlsson, Linnea Karlsson, Hasse Merisaari, Harri Hum Brain Mapp Research Articles Diffusion tensor imaging (DTI) has provided great insights into the microstructural features of the developing brain. However, DTI images are prone to several artifacts and the reliability of DTI scalars is of paramount importance for interpreting and generalizing the findings of DTI studies, especially in the younger population. In this study, we investigated the intrascan test–retest repeatability of four DTI scalars: fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) in 5‐year‐old children (N = 67) with two different data preprocessing approaches: a volume censoring pipeline and an outlier replacement pipeline. We applied a region of interest (ROI) and a voxelwise analysis after careful quality control, tensor fitting and tract‐based spatial statistics. The data had three subsets and each subset included 31, 32, or 33 directions thus a total of 96 unique uniformly distributed diffusion encoding directions per subject. The repeatability of DTI scalars was evaluated with intraclass correlation coefficient (ICC(3,1)) and the variability between test and retest subsets. The results of both pipelines yielded good to excellent (ICC(3,1) > 0.75) reliability for most of the ROIs and an overall low variability (<10%). In the voxelwise analysis, FA and RD had higher ICC(3,1) values compared to AD and MD and the variability remained low (<12%) across all scalars. Our results suggest high intrascan repeatability in pediatric DTI and lend confidence to the use of the data in future cross‐sectional and longitudinal studies. John Wiley & Sons, Inc. 2022-09-13 /pmc/articles/PMC9582361/ /pubmed/36098477 http://dx.doi.org/10.1002/hbm.26064 Text en © 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research Articles
Rosberg, Aylin
Tuulari, Jetro J.
Kumpulainen, Venla
Lukkarinen, Minna
Pulli, Elmo P.
Silver, Eero
Copeland, Anni
Saukko, Ekaterina
Saunavaara, Jani
Lewis, John D.
Karlsson, Linnea
Karlsson, Hasse
Merisaari, Harri
Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title_full Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title_fullStr Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title_full_unstemmed Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title_short Test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
title_sort test–retest reliability of diffusion tensor imaging scalars in 5‐year‐olds
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582361/
https://www.ncbi.nlm.nih.gov/pubmed/36098477
http://dx.doi.org/10.1002/hbm.26064
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