Neurodevelopmental patterns of early postnatal white matter maturation represent distinct underlying microstructure and histology.

MRI Neurodevelopment data-driven parcellation histology newborn subplate remnant tissue microstructure topography unsupervised machine learning white matter maturation

Journal

Neuron
ISSN: 1097-4199
Titre abrégé: Neuron
Pays: United States
ID NLM: 8809320

Informations de publication

Date de publication:
07 12 2022
Historique:
received: 19 04 2022
revised: 19 08 2022
accepted: 15 09 2022
pubmed: 16 10 2022
medline: 15 12 2022
entrez: 15 10 2022
Statut: ppublish

Résumé

Cerebral white matter undergoes a rapid and complex maturation during the early postnatal period. Prior magnetic resonance imaging (MRI) studies of early postnatal development have often been limited by small sample size, single-modality imaging, and univariate analytics. Here, we applied nonnegative matrix factorization, an unsupervised multivariate pattern analysis technique, to T

Identifiants

pubmed: 36243003
pii: S0896-6273(22)00859-5
doi: 10.1016/j.neuron.2022.09.020
pmc: PMC9742299
mid: NIHMS1844614
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

4015-4030.e4

Subventions

Organisme : NIA NIH HHS
ID : R01 AG067103
Pays : United States
Organisme : NIH HHS
ID : S10 OD018091
Pays : United States
Organisme : NCRR NIH HHS
ID : S10 RR022984
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH113883
Pays : United States
Organisme : NICHD NIH HHS
ID : P50 HD103525
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

Copyright © 2022 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests A.S. holds equity in TheraPanacea and has received personal compensation for serving on the Alzheimer’s Disease Research Program Scientific Review Committee of the BrightFocus Foundation.

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Auteurs

Arash Nazeri (A)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA. Electronic address: a.nazeri@wustl.edu.

Željka Krsnik (Ž)

Croatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.

Ivica Kostović (I)

Croatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.

Sung Min Ha (SM)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Janja Kopić (J)

Croatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.

Dimitrios Alexopoulos (D)

Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Sydney Kaplan (S)

Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Dominique Meyer (D)

Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Joan L Luby (JL)

Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Barbara B Warner (BB)

Department of Pediatrics, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Cynthia E Rogers (CE)

Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Deanna M Barch (DM)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA; Psychological & Brain Sciences, Washington University School in St. Louis, Saint Louis, MO 63130, USA.

Joshua S Shimony (JS)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Robert C McKinstry (RC)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Jeffrey J Neil (JJ)

Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Christopher D Smyser (CD)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Pediatrics, Washington University School of Medicine, Saint Louis, MO 63110, USA.

Aristeidis Sotiras (A)

Mallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Institute for Informatics, Washington University School of Medicine, Saint Louis, MO 63108, USA. Electronic address: aristeidis.sotiras@wustl.edu.

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