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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Bibliographic Details
Published inHuman brain mapping Vol. 43; no. 16; pp. 4984 - 4994
Main Authors 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
Format Journal Article
LanguageEnglish
Published Hoboken, USA John Wiley & Sons, Inc 01.11.2022
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Summary: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. We investigated the intrascan test‐retest repeatability of diffusion tensor imaging scalars in 5‐year‐old children with two different data preprocessing approaches: a volume censoring pipeline and an outlier replacement pipeline. We applied a region of interest and a voxelwise analysis after careful quality control, tensor fitting, and tract‐based spatial statistics. The results of both pipelines with both analysis pipelines yielded at least good reliability and an overall low variability.
Bibliography:Funding information
Academy of Finland, Grant/Award Numbers: 325292, 308176, 134950, 253270, 2608098; Emil Aaltosen Säätiö; Jane ja Aatos Erkon Säätiö; Juho Vainion Säätiö; Signe ja Ane Gyllenbergin Säätiö; Sigrid Juséliuksen Säätiö; Suomen Aivosäätiö; Suomen Lääketieteen Säätiö; Turunmaa Duodecim Society; Varsinais‐Suomen Rahasto; Varsinais‐Suomen Sairaanhoitopiiri
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ISSN:1065-9471
1097-0193
1097-0193
DOI:10.1002/hbm.26064