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Human white matter myelination rate slows down at birth

View ORCID ProfileMareike Grotheer, David Bloom, View ORCID ProfileJohn Kruper, View ORCID ProfileAdam Richie-Halford, Stephanie Zika, Vicente A. Aguilera González, Jason D. Yeatman, Kalanit Grill-Spector, View ORCID ProfileAriel Rokem
doi: https://doi.org/10.1101/2023.03.02.530800
Mareike Grotheer
aDepartment of Psychology, Philipps-Universität Marburg, Marburg 35039, Germany
bCenter for Mind, Brain and Behavior – CMBB, Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Marburg 35039, Germany
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  • For correspondence: grotheer@stanford.edu
David Bloom
cDepartment of Psychology, University of Washington, Seattle, WA 98105, USA
deScience Institute, University of Washington, Seattle, WA 98105, USA
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John Kruper
cDepartment of Psychology, University of Washington, Seattle, WA 98105, USA
deScience Institute, University of Washington, Seattle, WA 98105, USA
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Adam Richie-Halford
cDepartment of Psychology, University of Washington, Seattle, WA 98105, USA
deScience Institute, University of Washington, Seattle, WA 98105, USA
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Stephanie Zika
aDepartment of Psychology, Philipps-Universität Marburg, Marburg 35039, Germany
bCenter for Mind, Brain and Behavior – CMBB, Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Marburg 35039, Germany
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Vicente A. Aguilera González
aDepartment of Psychology, Philipps-Universität Marburg, Marburg 35039, Germany
bCenter for Mind, Brain and Behavior – CMBB, Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Marburg 35039, Germany
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Jason D. Yeatman
eDepartment of Psychology, Stanford University, Stanford, CA 94305, USA
fWu Tsai Neurosciences Institute, Stanford University, CA 94305, USA
gGraduate School of Education, Stanford University, Stanford, CA 94305, USA
hDivision of Developmental-Behavioral Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA
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Kalanit Grill-Spector
eDepartment of Psychology, Stanford University, Stanford, CA 94305, USA
fWu Tsai Neurosciences Institute, Stanford University, CA 94305, USA
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Ariel Rokem
cDepartment of Psychology, University of Washington, Seattle, WA 98105, USA
deScience Institute, University of Washington, Seattle, WA 98105, USA
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  • ORCID record for Ariel Rokem
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Abstract

The formation of myelin, the fatty sheath that insulates nerve fibers, is critical for healthy brain function. A fundamental open question is what is the impact of being born on myelin growth. To address this question, we evaluated a large (n=300) cross-sectional sample of newborns from the Developing Human Connectome Project (dHCP). First, we developed new software for the automated identification of 20 white matter bundles in individuals that is well-suited for large samples. Next, we fit linear models that quantify T1w/T2w, a myelin-sensitive imaging contrast, increases along bundles. We found faster growth of T1w/T2w along the lengths of all bundles before birth than right after birth. Further, in a separate longitudinal sample of preterm infants (N=34), we found lower T1w/T2w at term-equivalent age than in full-term peers. By applying the linear models fit on the cross-section sample to the longitudinal sample of preterm infants, we find that their delay in T1w/T2w growth is well explained by the amount of time preterm infants spend developing in utero and ex utero. These results suggest that being born slows the rate of myelin growths. This reduction in the rate of myelin growth at birth, in turn, explains lower myelin content in individuals born preterm, and could account for long-term cognitive, neurological, and developmental consequences of preterm birth. We hypothesize that closely matching the environment of infants born preterm to what they would have experienced in the womb may reduce delays in myelin growth and hence improve developmental outcomes.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted March 02, 2023.
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Human white matter myelination rate slows down at birth
Mareike Grotheer, David Bloom, John Kruper, Adam Richie-Halford, Stephanie Zika, Vicente A. Aguilera González, Jason D. Yeatman, Kalanit Grill-Spector, Ariel Rokem
bioRxiv 2023.03.02.530800; doi: https://doi.org/10.1101/2023.03.02.530800
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Human white matter myelination rate slows down at birth
Mareike Grotheer, David Bloom, John Kruper, Adam Richie-Halford, Stephanie Zika, Vicente A. Aguilera González, Jason D. Yeatman, Kalanit Grill-Spector, Ariel Rokem
bioRxiv 2023.03.02.530800; doi: https://doi.org/10.1101/2023.03.02.530800

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