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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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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. |
format | Online Article Text |
id | pubmed-9582361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
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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