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XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment
Single-cell RNA sequencing (scRNA-seq) of tissues has revealed remarkable heterogeneity of cell types and states but does not provide information on the spatial organization of cells. To better understand how individual cells function within an anatomical space, we developed XYZeq, a workflow that e...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059935/ https://www.ncbi.nlm.nih.gov/pubmed/33883145 http://dx.doi.org/10.1126/sciadv.abg4755 |
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author | Lee, Youjin Bogdanoff, Derek Wang, Yutong Hartoularos, George C. Woo, Jonathan M. Mowery, Cody T. Nisonoff, Hunter M. Lee, David S. Sun, Yang Lee, James Mehdizadeh, Sadaf Cantlon, Joshua Shifrut, Eric Ngyuen, David N. Roth, Theodore L. Song, Yun S. Marson, Alexander Chow, Eric D. Ye, Chun Jimmie |
author_facet | Lee, Youjin Bogdanoff, Derek Wang, Yutong Hartoularos, George C. Woo, Jonathan M. Mowery, Cody T. Nisonoff, Hunter M. Lee, David S. Sun, Yang Lee, James Mehdizadeh, Sadaf Cantlon, Joshua Shifrut, Eric Ngyuen, David N. Roth, Theodore L. Song, Yun S. Marson, Alexander Chow, Eric D. Ye, Chun Jimmie |
author_sort | Lee, Youjin |
collection | PubMed |
description | Single-cell RNA sequencing (scRNA-seq) of tissues has revealed remarkable heterogeneity of cell types and states but does not provide information on the spatial organization of cells. To better understand how individual cells function within an anatomical space, we developed XYZeq, a workflow that encodes spatial metadata into scRNA-seq libraries. We used XYZeq to profile mouse tumor models to capture spatially barcoded transcriptomes from tens of thousands of cells. Analyses of these data revealed the spatial distribution of distinct cell types and a cell migration-associated transcriptomic program in tumor-associated mesenchymal stem cells (MSCs). Furthermore, we identify localized expression of tumor suppressor genes by MSCs that vary with proximity to the tumor core. We demonstrate that XYZeq can be used to map the transcriptome and spatial localization of individual cells in situ to reveal how cell composition and cell states can be affected by location within complex pathological tissue. |
format | Online Article Text |
id | pubmed-8059935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-80599352021-05-04 XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment Lee, Youjin Bogdanoff, Derek Wang, Yutong Hartoularos, George C. Woo, Jonathan M. Mowery, Cody T. Nisonoff, Hunter M. Lee, David S. Sun, Yang Lee, James Mehdizadeh, Sadaf Cantlon, Joshua Shifrut, Eric Ngyuen, David N. Roth, Theodore L. Song, Yun S. Marson, Alexander Chow, Eric D. Ye, Chun Jimmie Sci Adv Research Articles Single-cell RNA sequencing (scRNA-seq) of tissues has revealed remarkable heterogeneity of cell types and states but does not provide information on the spatial organization of cells. To better understand how individual cells function within an anatomical space, we developed XYZeq, a workflow that encodes spatial metadata into scRNA-seq libraries. We used XYZeq to profile mouse tumor models to capture spatially barcoded transcriptomes from tens of thousands of cells. Analyses of these data revealed the spatial distribution of distinct cell types and a cell migration-associated transcriptomic program in tumor-associated mesenchymal stem cells (MSCs). Furthermore, we identify localized expression of tumor suppressor genes by MSCs that vary with proximity to the tumor core. We demonstrate that XYZeq can be used to map the transcriptome and spatial localization of individual cells in situ to reveal how cell composition and cell states can be affected by location within complex pathological tissue. American Association for the Advancement of Science 2021-04-21 /pmc/articles/PMC8059935/ /pubmed/33883145 http://dx.doi.org/10.1126/sciadv.abg4755 Text en Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Lee, Youjin Bogdanoff, Derek Wang, Yutong Hartoularos, George C. Woo, Jonathan M. Mowery, Cody T. Nisonoff, Hunter M. Lee, David S. Sun, Yang Lee, James Mehdizadeh, Sadaf Cantlon, Joshua Shifrut, Eric Ngyuen, David N. Roth, Theodore L. Song, Yun S. Marson, Alexander Chow, Eric D. Ye, Chun Jimmie XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title | XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title_full | XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title_fullStr | XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title_full_unstemmed | XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title_short | XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment |
title_sort | xyzeq: spatially resolved single-cell rna sequencing reveals expression heterogeneity in the tumor microenvironment |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059935/ https://www.ncbi.nlm.nih.gov/pubmed/33883145 http://dx.doi.org/10.1126/sciadv.abg4755 |
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