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Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease
Human middle temporal gyrus (MTG) is a vulnerable brain region in early Alzheimer’s disease (AD), but little is known about the molecular mechanisms underlying this regional vulnerability. Here we utilize the 10 × Visium platform to define the spatial transcriptomic profile in both AD and control (C...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773466/ https://www.ncbi.nlm.nih.gov/pubmed/36544231 http://dx.doi.org/10.1186/s40478-022-01494-6 |
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author | Chen, Shuo Chang, Yuzhou Li, Liangping Acosta, Diana Li, Yang Guo, Qi Wang, Cankun Turkes, Emir Morrison, Cody Julian, Dominic Hester, Mark E. Scharre, Douglas W. Santiskulvong, Chintda Song, Sarah XueYing Plummer, Jasmine T. Serrano, Geidy E. Beach, Thomas G. Duff, Karen E. Ma, Qin Fu, Hongjun |
author_facet | Chen, Shuo Chang, Yuzhou Li, Liangping Acosta, Diana Li, Yang Guo, Qi Wang, Cankun Turkes, Emir Morrison, Cody Julian, Dominic Hester, Mark E. Scharre, Douglas W. Santiskulvong, Chintda Song, Sarah XueYing Plummer, Jasmine T. Serrano, Geidy E. Beach, Thomas G. Duff, Karen E. Ma, Qin Fu, Hongjun |
author_sort | Chen, Shuo |
collection | PubMed |
description | Human middle temporal gyrus (MTG) is a vulnerable brain region in early Alzheimer’s disease (AD), but little is known about the molecular mechanisms underlying this regional vulnerability. Here we utilize the 10 × Visium platform to define the spatial transcriptomic profile in both AD and control (CT) MTG. We identify unique marker genes for cortical layers and the white matter, and layer-specific differentially expressed genes (DEGs) in human AD compared to CT. Deconvolution of the Visium spots showcases the significant difference in particular cell types among cortical layers and the white matter. Gene co-expression analyses reveal eight gene modules, four of which have significantly altered co-expression patterns in the presence of AD pathology. The co-expression patterns of hub genes and enriched pathways in the presence of AD pathology indicate an important role of cell–cell-communications among microglia, oligodendrocytes, astrocytes, and neurons, which may contribute to the cellular and regional vulnerability in early AD. Using single-molecule fluorescent in situ hybridization, we validated the cell-type-specific expression of three novel DEGs (e.g., KIF5A, PAQR6, and SLC1A3) and eleven previously reported DEGs associated with AD pathology (i.e., amyloid beta plaques and intraneuronal neurofibrillary tangles or neuropil threads) at the single cell level. Our results may contribute to the understanding of the complex architecture and neuronal and glial response to AD pathology of this vulnerable brain region. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01494-6. |
format | Online Article Text |
id | pubmed-9773466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97734662022-12-23 Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease Chen, Shuo Chang, Yuzhou Li, Liangping Acosta, Diana Li, Yang Guo, Qi Wang, Cankun Turkes, Emir Morrison, Cody Julian, Dominic Hester, Mark E. Scharre, Douglas W. Santiskulvong, Chintda Song, Sarah XueYing Plummer, Jasmine T. Serrano, Geidy E. Beach, Thomas G. Duff, Karen E. Ma, Qin Fu, Hongjun Acta Neuropathol Commun Research Human middle temporal gyrus (MTG) is a vulnerable brain region in early Alzheimer’s disease (AD), but little is known about the molecular mechanisms underlying this regional vulnerability. Here we utilize the 10 × Visium platform to define the spatial transcriptomic profile in both AD and control (CT) MTG. We identify unique marker genes for cortical layers and the white matter, and layer-specific differentially expressed genes (DEGs) in human AD compared to CT. Deconvolution of the Visium spots showcases the significant difference in particular cell types among cortical layers and the white matter. Gene co-expression analyses reveal eight gene modules, four of which have significantly altered co-expression patterns in the presence of AD pathology. The co-expression patterns of hub genes and enriched pathways in the presence of AD pathology indicate an important role of cell–cell-communications among microglia, oligodendrocytes, astrocytes, and neurons, which may contribute to the cellular and regional vulnerability in early AD. Using single-molecule fluorescent in situ hybridization, we validated the cell-type-specific expression of three novel DEGs (e.g., KIF5A, PAQR6, and SLC1A3) and eleven previously reported DEGs associated with AD pathology (i.e., amyloid beta plaques and intraneuronal neurofibrillary tangles or neuropil threads) at the single cell level. Our results may contribute to the understanding of the complex architecture and neuronal and glial response to AD pathology of this vulnerable brain region. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40478-022-01494-6. BioMed Central 2022-12-21 /pmc/articles/PMC9773466/ /pubmed/36544231 http://dx.doi.org/10.1186/s40478-022-01494-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chen, Shuo Chang, Yuzhou Li, Liangping Acosta, Diana Li, Yang Guo, Qi Wang, Cankun Turkes, Emir Morrison, Cody Julian, Dominic Hester, Mark E. Scharre, Douglas W. Santiskulvong, Chintda Song, Sarah XueYing Plummer, Jasmine T. Serrano, Geidy E. Beach, Thomas G. Duff, Karen E. Ma, Qin Fu, Hongjun Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title | Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title_full | Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title_fullStr | Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title_full_unstemmed | Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title_short | Spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in Alzheimer’s disease |
title_sort | spatially resolved transcriptomics reveals genes associated with the vulnerability of middle temporal gyrus in alzheimer’s disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9773466/ https://www.ncbi.nlm.nih.gov/pubmed/36544231 http://dx.doi.org/10.1186/s40478-022-01494-6 |
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