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Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex
Generation of a molecular neuroanatomical map of the human prefrontal cortex reveals novel spatial domains and cell-cell interactions relevant for psychiatric disease. The molecular organization of the human neocortex has been historically studied in the context of its histological layers. However,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949126/ https://www.ncbi.nlm.nih.gov/pubmed/36824961 http://dx.doi.org/10.1101/2023.02.15.528722 |
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author | Huuki-Myers, Louise Spangler, Abby Eagles, Nick Montgomery, Kelsey D. Kwon, Sang Ho Guo, Boyi Grant-Peters, Melissa Divecha, Heena R. Tippani, Madhavi Sriworarat, Chaichontat Nguyen, Annie B. Ravichandran, Prashanthi Tran, Matthew N. Seyedian, Arta Hyde, Thomas M. Kleinman, Joel E. Battle, Alexis Page, Stephanie C. Ryten, Mina Hicks, Stephanie C. Martinowich, Keri Collado-Torres, Leonardo Maynard, Kristen R. |
author_facet | Huuki-Myers, Louise Spangler, Abby Eagles, Nick Montgomery, Kelsey D. Kwon, Sang Ho Guo, Boyi Grant-Peters, Melissa Divecha, Heena R. Tippani, Madhavi Sriworarat, Chaichontat Nguyen, Annie B. Ravichandran, Prashanthi Tran, Matthew N. Seyedian, Arta Hyde, Thomas M. Kleinman, Joel E. Battle, Alexis Page, Stephanie C. Ryten, Mina Hicks, Stephanie C. Martinowich, Keri Collado-Torres, Leonardo Maynard, Kristen R. |
author_sort | Huuki-Myers, Louise |
collection | PubMed |
description | Generation of a molecular neuroanatomical map of the human prefrontal cortex reveals novel spatial domains and cell-cell interactions relevant for psychiatric disease. The molecular organization of the human neocortex has been historically studied in the context of its histological layers. However, emerging spatial transcriptomic technologies have enabled unbiased identification of transcriptionally-defined spatial domains that move beyond classic cytoarchitecture. Here we used the Visium spatial gene expression platform to generate a data-driven molecular neuroanatomical atlas across the anterior-posterior axis of the human dorsolateral prefrontal cortex (DLPFC). Integration with paired single nucleus RNA-sequencing data revealed distinct cell type compositions and cell-cell interactions across spatial domains. Using PsychENCODE and publicly available data, we map the enrichment of cell types and genes associated with neuropsychiatric disorders to discrete spatial domains. Finally, we provide resources for the scientific community to explore these integrated spatial and single cell datasets at research.libd.org/spatialDLPFC/. |
format | Online Article Text |
id | pubmed-9949126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-99491262023-02-24 Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex Huuki-Myers, Louise Spangler, Abby Eagles, Nick Montgomery, Kelsey D. Kwon, Sang Ho Guo, Boyi Grant-Peters, Melissa Divecha, Heena R. Tippani, Madhavi Sriworarat, Chaichontat Nguyen, Annie B. Ravichandran, Prashanthi Tran, Matthew N. Seyedian, Arta Hyde, Thomas M. Kleinman, Joel E. Battle, Alexis Page, Stephanie C. Ryten, Mina Hicks, Stephanie C. Martinowich, Keri Collado-Torres, Leonardo Maynard, Kristen R. bioRxiv Article Generation of a molecular neuroanatomical map of the human prefrontal cortex reveals novel spatial domains and cell-cell interactions relevant for psychiatric disease. The molecular organization of the human neocortex has been historically studied in the context of its histological layers. However, emerging spatial transcriptomic technologies have enabled unbiased identification of transcriptionally-defined spatial domains that move beyond classic cytoarchitecture. Here we used the Visium spatial gene expression platform to generate a data-driven molecular neuroanatomical atlas across the anterior-posterior axis of the human dorsolateral prefrontal cortex (DLPFC). Integration with paired single nucleus RNA-sequencing data revealed distinct cell type compositions and cell-cell interactions across spatial domains. Using PsychENCODE and publicly available data, we map the enrichment of cell types and genes associated with neuropsychiatric disorders to discrete spatial domains. Finally, we provide resources for the scientific community to explore these integrated spatial and single cell datasets at research.libd.org/spatialDLPFC/. Cold Spring Harbor Laboratory 2023-02-15 /pmc/articles/PMC9949126/ /pubmed/36824961 http://dx.doi.org/10.1101/2023.02.15.528722 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Huuki-Myers, Louise Spangler, Abby Eagles, Nick Montgomery, Kelsey D. Kwon, Sang Ho Guo, Boyi Grant-Peters, Melissa Divecha, Heena R. Tippani, Madhavi Sriworarat, Chaichontat Nguyen, Annie B. Ravichandran, Prashanthi Tran, Matthew N. Seyedian, Arta Hyde, Thomas M. Kleinman, Joel E. Battle, Alexis Page, Stephanie C. Ryten, Mina Hicks, Stephanie C. Martinowich, Keri Collado-Torres, Leonardo Maynard, Kristen R. Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title | Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title_full | Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title_fullStr | Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title_full_unstemmed | Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title_short | Integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
title_sort | integrated single cell and unsupervised spatial transcriptomic analysis defines molecular anatomy of the human dorsolateral prefrontal cortex |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9949126/ https://www.ncbi.nlm.nih.gov/pubmed/36824961 http://dx.doi.org/10.1101/2023.02.15.528722 |
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