Literature DB >> 35151851

Longitudinal assessment of early-life white matter development with quantitative relaxometry in nonhuman primates.

Jason F Moody1, Nakul Aggarwal2, Douglas C Dean3, Do P M Tromp2, Steve R Kecskemeti4, Jonathan A Oler2, Ned H Kalin2, Andrew L Alexander5.   

Abstract

Alterations in white matter (WM) development are associated with many neuropsychiatric and neurodevelopmental disorders. Most MRI studies examining WM development employ diffusion tensor imaging (DTI), which relies on estimating diffusion patterns of water molecules as a reflection of WM microstructure. Quantitative relaxometry, an alternative method for characterizing WM microstructural changes, is based on molecular interactions associated with the magnetic relaxation of protons. In a longitudinal study of 34 infant non-human primates (NHP) (Macaca mulatta) across the first year of life, we implement a novel, high-resolution, T1-weighted MPnRAGE sequence to examine WM trajectories of the longitudinal relaxation rate (qR1) in relation to DTI metrics and gestational age at scan. To the best of our knowledge, this is the first study to assess developmental WM trajectories in NHPs using quantitative relaxometry and the first to directly compare DTI and relaxometry metrics during infancy. We demonstrate that qR1 exhibits robust logarithmic growth, unfolding in a posterior-anterior and medial-lateral fashion, similar to DTI metrics. On a within-subject level, DTI metrics and qR1 are highly correlated, but are largely unrelated on a between-subject level. Unlike DTI metrics, gestational age at birth (time in utero) is a strong predictor of early postnatal qR1 levels. Whereas individual differences in DTI metrics are maintained across the first year of life, this is not the case for qR1. These results point to the similarities and differences in using quantitative relaxometry and DTI in developmental studies, providing a basis for future studies to characterize the unique processes that these measures reflect at the cellular and molecular level.
Copyright © 2022 The Author(s). Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Longitudinal imaging; Myelination; Neurodevelopment; Nonhuman primate; Quantitative relaxometry; White matter

Mesh:

Year:  2022        PMID: 35151851      PMCID: PMC8940652          DOI: 10.1016/j.neuroimage.2022.118989

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  56 in total

1.  Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm.

Authors:  Y Zhang; M Brady; S Smith
Journal:  IEEE Trans Med Imaging       Date:  2001-01       Impact factor: 10.048

2.  Characterization of white matter fiber bundles with T2* relaxometry and diffusion tensor imaging.

Authors:  Andrea Cherubini; Patrice Péran; Gisela Elisabeth Hagberg; Ambra Erika Varsi; Giacomo Luccichenti; Carlo Caltagirone; Umberto Sabatini; Gianfranco Spalletta
Journal:  Magn Reson Med       Date:  2009-05       Impact factor: 4.668

Review 3.  Delineation of early brain development from fetuses to infants with diffusion MRI and beyond.

Authors:  Minhui Ouyang; Jessica Dubois; Qinlin Yu; Pratik Mukherjee; Hao Huang
Journal:  Neuroimage       Date:  2018-04-12       Impact factor: 6.556

Review 4.  Practical medical applications of quantitative MR relaxometry.

Authors:  Hai-Ling Margaret Cheng; Nikola Stikov; Nilesh R Ghugre; Graham A Wright
Journal:  J Magn Reson Imaging       Date:  2012-10       Impact factor: 4.813

5.  White matter integrity, fiber count, and other fallacies: the do's and don'ts of diffusion MRI.

Authors:  Derek K Jones; Thomas R Knösche; Robert Turner
Journal:  Neuroimage       Date:  2012-07-23       Impact factor: 6.556

6.  MPnRAGE: A technique to simultaneously acquire hundreds of differently contrasted MPRAGE images with applications to quantitative T1 mapping.

Authors:  Steven Kecskemeti; Alexey Samsonov; Samuel A Hurley; Douglas C Dean; Aaron Field; Andrew L Alexander
Journal:  Magn Reson Med       Date:  2015-04-17       Impact factor: 4.668

7.  Multiple sclerosis and the accumulation of iron in the Basal Ganglia: quantitative assessment of brain iron using MRI t(2) relaxometry.

Authors:  A Burgetova; Z Seidl; J Krasensky; D Horakova; M Vaneckova
Journal:  Eur Neurol       Date:  2010-01-30       Impact factor: 1.710

8.  Modeling transformations of neurodevelopmental sequences across mammalian species.

Authors:  Alan D Workman; Christine J Charvet; Barbara Clancy; Richard B Darlington; Barbara L Finlay
Journal:  J Neurosci       Date:  2013-04-24       Impact factor: 6.167

9.  Proton relaxation time of immature brain. II. In vivo measurement of proton relaxation time (T1 and T2) in pediatric brain by MRI.

Authors:  M Masumura
Journal:  Childs Nerv Syst       Date:  1987       Impact factor: 1.475

10.  Genetic and environmental influences of variation in diffusion MRI measures of white matter microstructure.

Authors:  Zhan Luo; Nagesh Adluru; Douglas C Dean; Andrew L Alexander; H Hill Goldsmith
Journal:  Brain Struct Funct       Date:  2021-09-28       Impact factor: 3.270

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