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Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex

We used the 10x Genomics Visium platform to define the spatial topography of gene expression in the six-layered human dorsolateral prefrontal cortex (DLPFC). We identified extensive layer-enriched expression signatures, and refined associations to previous laminar markers. We overlaid our laminar ex...

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Autores principales: Maynard, Kristen R., Collado-Torres, Leonardo, Weber, Lukas M., Uytingco, Cedric, Barry, Brianna K., Williams, Stephen R., Catallini, Joseph L., Tran, Matthew N., Besich, Zachary, Tippani, Madhavi, Chew, Jennifer, Yin, Yifeng, Kleinman, Joel E., Hyde, Thomas M., Rao, Nikhil, Hicks, Stephanie C., Martinowich, Keri, Jaffe, Andrew E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8095368/
https://www.ncbi.nlm.nih.gov/pubmed/33558695
http://dx.doi.org/10.1038/s41593-020-00787-0
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author Maynard, Kristen R.
Collado-Torres, Leonardo
Weber, Lukas M.
Uytingco, Cedric
Barry, Brianna K.
Williams, Stephen R.
Catallini, Joseph L.
Tran, Matthew N.
Besich, Zachary
Tippani, Madhavi
Chew, Jennifer
Yin, Yifeng
Kleinman, Joel E.
Hyde, Thomas M.
Rao, Nikhil
Hicks, Stephanie C.
Martinowich, Keri
Jaffe, Andrew E.
author_facet Maynard, Kristen R.
Collado-Torres, Leonardo
Weber, Lukas M.
Uytingco, Cedric
Barry, Brianna K.
Williams, Stephen R.
Catallini, Joseph L.
Tran, Matthew N.
Besich, Zachary
Tippani, Madhavi
Chew, Jennifer
Yin, Yifeng
Kleinman, Joel E.
Hyde, Thomas M.
Rao, Nikhil
Hicks, Stephanie C.
Martinowich, Keri
Jaffe, Andrew E.
author_sort Maynard, Kristen R.
collection PubMed
description We used the 10x Genomics Visium platform to define the spatial topography of gene expression in the six-layered human dorsolateral prefrontal cortex (DLPFC). We identified extensive layer-enriched expression signatures, and refined associations to previous laminar markers. We overlaid our laminar expression signatures onto large-scale single nuclei RNA sequencing data, enhancing spatial annotation of expression-driven clusters. By integrating neuropsychiatric disorder gene sets, we showed differential layer-enriched expression of genes associated with schizophrenia and autism spectrum disorder, highlighting the clinical relevance of spatially-defined expression. We then developed a data-driven framework to define unsupervised clusters in spatial transcriptomics data, which can be applied to other tissues or brain regions where morphological architecture is not as well-defined as cortical laminae. We lastly created a web application for the scientific community to explore these raw and summarized data to augment ongoing neuroscience and spatial transcriptomics research (http://research.libd.org/spatialLIBD).
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spelling pubmed-80953682021-08-08 Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex Maynard, Kristen R. Collado-Torres, Leonardo Weber, Lukas M. Uytingco, Cedric Barry, Brianna K. Williams, Stephen R. Catallini, Joseph L. Tran, Matthew N. Besich, Zachary Tippani, Madhavi Chew, Jennifer Yin, Yifeng Kleinman, Joel E. Hyde, Thomas M. Rao, Nikhil Hicks, Stephanie C. Martinowich, Keri Jaffe, Andrew E. Nat Neurosci Article We used the 10x Genomics Visium platform to define the spatial topography of gene expression in the six-layered human dorsolateral prefrontal cortex (DLPFC). We identified extensive layer-enriched expression signatures, and refined associations to previous laminar markers. We overlaid our laminar expression signatures onto large-scale single nuclei RNA sequencing data, enhancing spatial annotation of expression-driven clusters. By integrating neuropsychiatric disorder gene sets, we showed differential layer-enriched expression of genes associated with schizophrenia and autism spectrum disorder, highlighting the clinical relevance of spatially-defined expression. We then developed a data-driven framework to define unsupervised clusters in spatial transcriptomics data, which can be applied to other tissues or brain regions where morphological architecture is not as well-defined as cortical laminae. We lastly created a web application for the scientific community to explore these raw and summarized data to augment ongoing neuroscience and spatial transcriptomics research (http://research.libd.org/spatialLIBD). 2021-02-08 2021-03 /pmc/articles/PMC8095368/ /pubmed/33558695 http://dx.doi.org/10.1038/s41593-020-00787-0 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Maynard, Kristen R.
Collado-Torres, Leonardo
Weber, Lukas M.
Uytingco, Cedric
Barry, Brianna K.
Williams, Stephen R.
Catallini, Joseph L.
Tran, Matthew N.
Besich, Zachary
Tippani, Madhavi
Chew, Jennifer
Yin, Yifeng
Kleinman, Joel E.
Hyde, Thomas M.
Rao, Nikhil
Hicks, Stephanie C.
Martinowich, Keri
Jaffe, Andrew E.
Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title_full Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title_fullStr Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title_full_unstemmed Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title_short Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
title_sort transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8095368/
https://www.ncbi.nlm.nih.gov/pubmed/33558695
http://dx.doi.org/10.1038/s41593-020-00787-0
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