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

dc.contributor.authorRosberg Aylin
dc.contributor.authorTuulari Jetro J
dc.contributor.authorKumpulainen Venla
dc.contributor.authorLukkarinen Minna
dc.contributor.authorPulli Elmo P
dc.contributor.authorSilver Eero
dc.contributor.authorCopeland Anni
dc.contributor.authorSaukko Ekaterina
dc.contributor.authorSaunavaara Jani
dc.contributor.authorLewis John D
dc.contributor.authorKarlsson Linnea
dc.contributor.authorKarlsson Hasse
dc.contributor.authorMerisaari Harri
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=lastenpsykiatrian tutkimuskeskus|en=Research Centre for Child Psychiatry|
dc.contributor.organizationfi=lastentautioppi|en=Paediatrics and Adolescent Medicine|
dc.contributor.organizationfi=psykiatria|en=Psychiatry|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.16217176722
dc.contributor.organization-code1.2.246.10.2458963.20.40612039509
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code1.2.246.10.2458963.20.83706093164
dc.contributor.organization-code2607008
dc.contributor.organization-code2607316
dc.converis.publication-id176586914
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/176586914
dc.date.accessioned2022-10-28T13:01:03Z
dc.date.available2022-10-28T13:01:03Z
dc.description.abstractDiffusion 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.
dc.format.pagerange4984
dc.format.pagerange4994
dc.identifier.eissn1097-0193
dc.identifier.jour-issn1065-9471
dc.identifier.olddbid179136
dc.identifier.oldhandle10024/162230
dc.identifier.urihttps://www.utupub.fi/handle/11111/36751
dc.identifier.urlhttp://dx.doi.org/10.1002%2Fhbm.26064
dc.identifier.urnURN:NBN:fi-fe2022102463054
dc.language.isoen
dc.okm.affiliatedauthorRosberg, Aylin
dc.okm.affiliatedauthorTuulari, Jetro
dc.okm.affiliatedauthorKumpulainen, Venla
dc.okm.affiliatedauthorLukkarinen, Minna
dc.okm.affiliatedauthorPulli, Elmo
dc.okm.affiliatedauthorSilver, Eero
dc.okm.affiliatedauthorCopeland, Anni
dc.okm.affiliatedauthorSaukko, Ekaterina
dc.okm.affiliatedauthorSaunavaara, Jani
dc.okm.affiliatedauthorKarlsson, Linnea
dc.okm.affiliatedauthorKarlsson, Hasse
dc.okm.affiliatedauthorMerisaari, Harri
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3124 Neurology and psychiatryen_GB
dc.okm.discipline3124 Neurologia ja psykiatriafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherWILEY
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1002/hbm.26064
dc.relation.ispartofjournalHuman Brain Mapping
dc.relation.issue16
dc.relation.volume43
dc.source.identifierhttps://www.utupub.fi/handle/10024/162230
dc.titleTest-retest reliability of diffusion tensor imaging scalars in 5-year-olds
dc.year.issued2022

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