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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
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.
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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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