Diffusion Tensor Based White Matter Tract Atlases for Pediatric Populations.

DTI MRI computational atlas infant neuroimaging pediatric white matter tracts

Journal

Frontiers in neuroscience
ISSN: 1662-4548
Titre abrégé: Front Neurosci
Pays: Switzerland
ID NLM: 101478481

Informations de publication

Date de publication:
2022
Historique:
received: 31 10 2021
accepted: 27 01 2022
entrez: 11 4 2022
pubmed: 12 4 2022
medline: 12 4 2022
Statut: epublish

Résumé

Diffusion Tensor Imaging (DTI) is a non-invasive neuroimaging method that has become the most widely employed MRI modality for investigations of white matter fiber pathways. DTI has proven especially valuable for improving our understanding of normative white matter maturation across the life span and has also been used to index clinical pathology and cognitive function. Despite its increasing popularity, especially in pediatric research, the majority of existing studies examining infant white matter maturation depend on regional or white matter skeleton-based approaches. These methods generally lack the sensitivity and spatial specificity of more advanced functional analysis options that provide information about microstructural properties of white matter along fiber bundles. DTI studies of early postnatal brain development show that profound microstructural and maturational changes take place during the first two years of life. The pattern and rate of these changes vary greatly throughout the brain during this time compared to the rest of the life span. For this reason, appropriate image processing of infant MR imaging requires the use of age-specific reference atlases. This article provides an overview of the pre-processing, atlas building, and the fiber tractography procedures used to generate two atlas resources, one for neonates and one for 1- to 2-year-old populations.

Identifiants

pubmed: 35401073
doi: 10.3389/fnins.2022.806268
pmc: PMC8985548
doi:

Types de publication

Journal Article

Langues

eng

Pagination

806268

Subventions

Organisme : NIMH NIH HHS
ID : K01 MH122779
Pays : United States
Organisme : NICHD NIH HHS
ID : P50 HD103573
Pays : United States

Informations de copyright

Copyright © 2022 Short, Jang, Steiner, Stephens, Girault, Styner and Gilmore.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

PLoS One. 2013 Sep 12;8(9):e73821
pubmed: 24069234
Magn Reson Imaging. 2012 Nov;30(9):1323-41
pubmed: 22770690
Neuroreport. 2003 Oct 27;14(15):1887-90
pubmed: 14561914
Neuroimage. 2009 Mar;45(1 Suppl):S133-42
pubmed: 19059345
Neuroimage. 2019 Jan 15;185:865-880
pubmed: 29625234
Neuroimage. 2010 Nov 1;53(2):460-70
pubmed: 20600970
Proc SPIE Int Soc Opt Eng. 2018 Feb;10574:
pubmed: 29780197
Neuroimage. 2011 Feb 14;54(4):2750-63
pubmed: 20969966
Neuroimage. 2009 Mar 1;45(1):52-9
pubmed: 19059346
Am J Psychiatry. 2010 Sep;167(9):1083-91
pubmed: 20516153
Int J Dev Neurosci. 2013 Nov;31(7):512-24
pubmed: 23796902
Neuroimage. 2012 Sep;62(3):1499-509
pubmed: 22713673
Int J Dev Neurosci. 2017 Feb;56:42-51
pubmed: 27988340
PLoS One. 2011 Apr 14;6(4):e18746
pubmed: 21533194
Med Image Anal. 2015 Oct;25(1):22-36
pubmed: 25980388
Hum Brain Mapp. 2010 Sep;31(9):1348-58
pubmed: 20108226
Proc SPIE Int Soc Opt Eng. 2016 Feb 27;9784:
pubmed: 27065227
Twin Res Hum Genet. 2012 Jun;15(3):336-50
pubmed: 22856369
Cortex. 2008 Sep;44(8):953-61
pubmed: 18614162
IEEE Trans Med Imaging. 2016 Dec;35(12):2568-2577
pubmed: 27392345
JAMA Psychiatry. 2018 May 1;75(5):505-513
pubmed: 29617515
Neuroimage. 2016 Jan 15;125:456-478
pubmed: 26499811
IEEE Trans Med Imaging. 2001 Nov;20(11):1131-9
pubmed: 11700739
Front Neuroinform. 2014 Jan 30;8:4
pubmed: 24523693
Hum Brain Mapp. 2019 Mar;40(4):1195-1210
pubmed: 30353962
Neuroimage. 2008 Jan 1;39(1):62-79
pubmed: 17919935
Front Hum Neurosci. 2019 Dec 17;13:434
pubmed: 31920593
Proc SPIE Int Soc Opt Eng. 2013 Mar 13;8669:
pubmed: 24386543
Neuroimage. 2012 Feb 1;59(3):2255-65
pubmed: 21985910
Front Neurosci. 2016 May 19;10:220
pubmed: 27242423
Eur Radiol. 2012 Jul;22(7):1413-26
pubmed: 22434420
Psychiatry Res Neuroimaging. 2016 Jul 30;253:43-53
pubmed: 27254086
Neuroimage. 2019 Jan 15;185:825-835
pubmed: 29654875
Mol Autism. 2017 Mar 4;8:8
pubmed: 28316772
Front Neuroinform. 2014 Jan 09;7:51
pubmed: 24409141
Dev Sci. 2017 Mar;20(2):
pubmed: 26490257
Neuroimage. 2015 May 1;111:123-35
pubmed: 25700954
Neuroimage Clin. 2014 Sep 26;7:792-8
pubmed: 25844309
Neuroimage. 2019 Jan 15;185:836-850
pubmed: 29655938
Neuroimage. 2017 Feb 15;147:841-851
pubmed: 27725314
Hum Brain Mapp. 2010 Aug;31(8):1174-82
pubmed: 20063301
Schizophr Res. 2019 Aug;210:107-114
pubmed: 31182322
Cereb Cortex. 2020 Nov 3;30(12):6152-6168
pubmed: 32591808
Brain Struct Funct. 2019 Dec;224(9):3159-3169
pubmed: 31520254
Neuroimage. 2012 Jul 2;61(3):542-57
pubmed: 22510254
Magn Reson Imaging. 2015 Apr;33(3):276-85
pubmed: 25460331
Neuroimage. 2012 Jan 2;59(1):306-18
pubmed: 21803162
Neuroimage. 2006 Jul 1;31(3):1116-28
pubmed: 16545965

Auteurs

Sarah J Short (SJ)

Department of Educational Psychology, University of Wisconsin-Madison, Madison, WI, United States.
Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, United States.
Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Dae Kun Jang (DK)

Center for Healthy Minds, University of Wisconsin-Madison, Madison, WI, United States.

Rachel J Steiner (RJ)

Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Rebecca L Stephens (RL)

Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Jessica B Girault (JB)

Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Martin Styner (M)

Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

John H Gilmore (JH)

Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

Classifications MeSH