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Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy

Magnetic resonance imaging (MRI) of the brain combined with voxel-based morphometry (VBM) revealed changes in gray matter volume (GMV) in various disorders. However, the cellular basis of GMV changes has remained largely unclear. We correlated changes in GMV with cellular metrics by imaging mice wit...

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Autores principales: Asan, Livia, Falfán-Melgoza, Claudia, Beretta, Carlo A., Sack, Markus, Zheng, Lei, Weber-Fahr, Wolfgang, Kuner, Thomas, Knabbe, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7895945/
https://www.ncbi.nlm.nih.gov/pubmed/33608622
http://dx.doi.org/10.1038/s41598-021-83491-8
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author Asan, Livia
Falfán-Melgoza, Claudia
Beretta, Carlo A.
Sack, Markus
Zheng, Lei
Weber-Fahr, Wolfgang
Kuner, Thomas
Knabbe, Johannes
author_facet Asan, Livia
Falfán-Melgoza, Claudia
Beretta, Carlo A.
Sack, Markus
Zheng, Lei
Weber-Fahr, Wolfgang
Kuner, Thomas
Knabbe, Johannes
author_sort Asan, Livia
collection PubMed
description Magnetic resonance imaging (MRI) of the brain combined with voxel-based morphometry (VBM) revealed changes in gray matter volume (GMV) in various disorders. However, the cellular basis of GMV changes has remained largely unclear. We correlated changes in GMV with cellular metrics by imaging mice with MRI and two-photon in vivo microscopy at three time points within 12 weeks, taking advantage of age-dependent changes in brain structure. Imaging fluorescent cell nuclei allowed inferences on (i) physical tissue volume as determined from reference spaces outlined by nuclei, (ii) cell density, (iii) the extent of cell clustering, and (iv) the volume of cell nuclei. Our data indicate that physical tissue volume alterations only account for 13.0% of the variance in GMV change. However, when including comprehensive measurements of nucleus volume and cell density, 35.6% of the GMV variance could be explained, highlighting the influence of distinct cellular mechanisms on VBM results.
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spelling pubmed-78959452021-02-24 Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy Asan, Livia Falfán-Melgoza, Claudia Beretta, Carlo A. Sack, Markus Zheng, Lei Weber-Fahr, Wolfgang Kuner, Thomas Knabbe, Johannes Sci Rep Article Magnetic resonance imaging (MRI) of the brain combined with voxel-based morphometry (VBM) revealed changes in gray matter volume (GMV) in various disorders. However, the cellular basis of GMV changes has remained largely unclear. We correlated changes in GMV with cellular metrics by imaging mice with MRI and two-photon in vivo microscopy at three time points within 12 weeks, taking advantage of age-dependent changes in brain structure. Imaging fluorescent cell nuclei allowed inferences on (i) physical tissue volume as determined from reference spaces outlined by nuclei, (ii) cell density, (iii) the extent of cell clustering, and (iv) the volume of cell nuclei. Our data indicate that physical tissue volume alterations only account for 13.0% of the variance in GMV change. However, when including comprehensive measurements of nucleus volume and cell density, 35.6% of the GMV variance could be explained, highlighting the influence of distinct cellular mechanisms on VBM results. Nature Publishing Group UK 2021-02-19 /pmc/articles/PMC7895945/ /pubmed/33608622 http://dx.doi.org/10.1038/s41598-021-83491-8 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Asan, Livia
Falfán-Melgoza, Claudia
Beretta, Carlo A.
Sack, Markus
Zheng, Lei
Weber-Fahr, Wolfgang
Kuner, Thomas
Knabbe, Johannes
Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title_full Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title_fullStr Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title_full_unstemmed Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title_short Cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
title_sort cellular correlates of gray matter volume changes in magnetic resonance morphometry identified by two-photon microscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7895945/
https://www.ncbi.nlm.nih.gov/pubmed/33608622
http://dx.doi.org/10.1038/s41598-021-83491-8
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