ORIGINAL RESEARCH article
Front. Neurosci.
Sec. Neurodevelopment
Volume 19 - 2025 | doi: 10.3389/fnins.2025.1576274
This article is part of the Research TopicOligodendroglia Biology and Pathology: Myelination and BeyondView all 5 articles
Axial and Mean Diffusivity Predict Myelin Density in the Hippocampus of Pigs During Early Brain Development, Independent of Sex
Provisionally accepted- University of Illinois at Urbana-Champaign, Champaign, United States
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In the developmental field, sex differences can alter brain growth and development. Across the literature, sex differences have been reported in overall brain volume, white matter, gray matter and numerous other regions and tracts captured through noninvasive neuroimaging. Growing evidence suggests that sex differences appear at birth and continue through childhood. However, limited work has been completed in translational animal models, such as the domestic pig. Additionally, when using neuroimaging, uncertainties remain about which method best depicts microstructural changes, such as myelination. To address this gap, the present study utilized a total of 24 pigs (11 intact males or boars; 13 females or gilts) that underwent neuroimaging at postnatal day (PND) 29 or 30 to assess overall brain structural anatomy (MPRAGE), microstructural differences using diffusion (DTI), and an estimation of myelin content via myelin water fraction (MWF). On PND 32, brains were collected from all pigs, with the left hippocampus isolated, sectioned, and stained using the Gallyas silver impregnation method to quantify myelin density. Minimal sex differences were observed across neuroimaging modalities, with only myelin content exhibiting sex differences in the hippocampus (𝑃 = 0.022). In the left hippocampus (𝑃 = 0.038), females had a higher MWF value compared with males. This was supported by histologically derived myelin density as assessed by positive pixel percentage, but differences were isolated to one anatomical plane of the hippocampus (𝑃 = 0.024) and not the combined mean value (𝑃 = 0.333). Further regression analysis determined that axial (𝑃 = 0.01) and mean (𝑃 = 0.048) diffusivity measures, but not fractional anisotropy or MWF, were positively correlated with histologically derived myelin density in the left hippocampus, independent of sex. These findings suggest that at four weeks of age, axial and mean diffusivity may better reflect myelin density. Further investigation is required to confirm underlying mechanisms. Overall, minimal sex differences were observed in 4-wk-old domestic pigs, indicating similar brain structure at this early stage of development.
Keywords: axial diffusivity, Domestic pigs, early-life brain development, Hippocampus, Mean diffusivity, Myelin density, Neuroimaging, sex-independent development
Received: 13 Feb 2025; Accepted: 22 Apr 2025.
Copyright: © 2025 Sutkus, Li, Sommer and Dilger. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Ryan N. Dilger, University of Illinois at Urbana-Champaign, Champaign, United States
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