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Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion
Neurodevelopmental disorders, such as ASD and ADHD, affect males about three to four times more often than females. 16p11.2 hemideletion is a copy number variation that is highly associated with neurodevelopmental disorders. Previous work from our lab has shown that a mouse model of 16p11.2 hemidele...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974415/ https://www.ncbi.nlm.nih.gov/pubmed/29844452 http://dx.doi.org/10.1038/s41398-018-0157-z |
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author | Kumar, Vinod Jangir Grissom, Nicola M. McKee, Sarah E. Schoch, Hannah Bowman, Nicole Havekes, Robbert Kumar, Manoj Pickup, Stephen Poptani, Harish Reyes, Teresa M. Hawrylycz, Mike Abel, Ted Nickl-Jockschat, Thomas |
author_facet | Kumar, Vinod Jangir Grissom, Nicola M. McKee, Sarah E. Schoch, Hannah Bowman, Nicole Havekes, Robbert Kumar, Manoj Pickup, Stephen Poptani, Harish Reyes, Teresa M. Hawrylycz, Mike Abel, Ted Nickl-Jockschat, Thomas |
author_sort | Kumar, Vinod Jangir |
collection | PubMed |
description | Neurodevelopmental disorders, such as ASD and ADHD, affect males about three to four times more often than females. 16p11.2 hemideletion is a copy number variation that is highly associated with neurodevelopmental disorders. Previous work from our lab has shown that a mouse model of 16p11.2 hemideletion (del/+) exhibits male-specific behavioral phenotypes. We, therefore, aimed to investigate with magnetic resonance imaging (MRI), whether del/+ animals also exhibited a sex-specific neuroanatomical endophenotype. Using the Allen Mouse Brain Atlas, we analyzed the expression patterns of the 27 genes within the 16p11.2 region to identify which gene expression patterns spatially overlapped with brain structural changes. MRI was performed ex vivo and the resulting images were analyzed using Voxel-based morphometry for T1-weighted sequences and tract-based spatial statistics for diffusion-weighted images. In a subsequent step, all available in situ hybridization (ISH) maps of the genes involved in the 16p11.2 hemideletion were aligned to Waxholm space and clusters obtained by sex-specific group comparisons were analyzed to determine which gene(s) showed the highest expression in these regions. We found pronounced sex-specific changes in male animals with increased fractional anisotropy in medial fiber tracts, especially in those proximate to the striatum. Moreover, we were able to identify gene expression patterns spatially overlapping with male-specific structural changes that were associated with neurite outgrowth and the MAPK pathway. Of note, previous molecular studies have found convergent changes that point to a sex-specific dysregulation of MAPK signaling. This convergent evidence supports the idea that ISH maps can be used to meaningfully analyze imaging data sets. |
format | Online Article Text |
id | pubmed-5974415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59744152018-05-30 Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion Kumar, Vinod Jangir Grissom, Nicola M. McKee, Sarah E. Schoch, Hannah Bowman, Nicole Havekes, Robbert Kumar, Manoj Pickup, Stephen Poptani, Harish Reyes, Teresa M. Hawrylycz, Mike Abel, Ted Nickl-Jockschat, Thomas Transl Psychiatry Article Neurodevelopmental disorders, such as ASD and ADHD, affect males about three to four times more often than females. 16p11.2 hemideletion is a copy number variation that is highly associated with neurodevelopmental disorders. Previous work from our lab has shown that a mouse model of 16p11.2 hemideletion (del/+) exhibits male-specific behavioral phenotypes. We, therefore, aimed to investigate with magnetic resonance imaging (MRI), whether del/+ animals also exhibited a sex-specific neuroanatomical endophenotype. Using the Allen Mouse Brain Atlas, we analyzed the expression patterns of the 27 genes within the 16p11.2 region to identify which gene expression patterns spatially overlapped with brain structural changes. MRI was performed ex vivo and the resulting images were analyzed using Voxel-based morphometry for T1-weighted sequences and tract-based spatial statistics for diffusion-weighted images. In a subsequent step, all available in situ hybridization (ISH) maps of the genes involved in the 16p11.2 hemideletion were aligned to Waxholm space and clusters obtained by sex-specific group comparisons were analyzed to determine which gene(s) showed the highest expression in these regions. We found pronounced sex-specific changes in male animals with increased fractional anisotropy in medial fiber tracts, especially in those proximate to the striatum. Moreover, we were able to identify gene expression patterns spatially overlapping with male-specific structural changes that were associated with neurite outgrowth and the MAPK pathway. Of note, previous molecular studies have found convergent changes that point to a sex-specific dysregulation of MAPK signaling. This convergent evidence supports the idea that ISH maps can be used to meaningfully analyze imaging data sets. Nature Publishing Group UK 2018-05-29 /pmc/articles/PMC5974415/ /pubmed/29844452 http://dx.doi.org/10.1038/s41398-018-0157-z Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Kumar, Vinod Jangir Grissom, Nicola M. McKee, Sarah E. Schoch, Hannah Bowman, Nicole Havekes, Robbert Kumar, Manoj Pickup, Stephen Poptani, Harish Reyes, Teresa M. Hawrylycz, Mike Abel, Ted Nickl-Jockschat, Thomas Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title | Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title_full | Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title_fullStr | Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title_full_unstemmed | Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title_short | Linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
title_sort | linking spatial gene expression patterns to sex-specific brain structural changes on a mouse model of 16p11.2 hemideletion |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974415/ https://www.ncbi.nlm.nih.gov/pubmed/29844452 http://dx.doi.org/10.1038/s41398-018-0157-z |
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