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Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma
Rationale: The biology of the pancreatic ductal adenocarcinoma (PDAC) is heterogenous, but how heterogenity of the tumor microenvironment contributes to disparate patient outcomes remains essentially unstudied. Methods: A strategy employing multiplex digital spatial profiling (mplxDSP) technology wa...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274743/ https://www.ncbi.nlm.nih.gov/pubmed/35836806 http://dx.doi.org/10.7150/thno.73222 |
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author | Han, Song Fu, Dongtao Tushoski, Gerik W Meng, Lingsong Herremans, Kelly M. Riner, Andrea N. Geoge, Thomas J. Huo, Zhiguang Hughes, Steven J. |
author_facet | Han, Song Fu, Dongtao Tushoski, Gerik W Meng, Lingsong Herremans, Kelly M. Riner, Andrea N. Geoge, Thomas J. Huo, Zhiguang Hughes, Steven J. |
author_sort | Han, Song |
collection | PubMed |
description | Rationale: The biology of the pancreatic ductal adenocarcinoma (PDAC) is heterogenous, but how heterogenity of the tumor microenvironment contributes to disparate patient outcomes remains essentially unstudied. Methods: A strategy employing multiplex digital spatial profiling (mplxDSP) technology was employed to evaluate the nature and dynamics of microenvironment components including cancer associated fibroblasts (CAFs) and infiltrating immune cells at the single-cell level based upon their spatial relationship within the tumor. Results: We report that myofibroblasts directly adjacent to PDAC tumors comparatively overexpress genes (BATF3, IL12B, ITGB8, CD4 and IFNAR1), constructing pathways prone to stimulating an adaptive immune response. Markers of innate immune cells (Natural Killer cells, Dendritic Cells and macrophages) are predominant in CD45+ cells immediately adjacent to PDAC tumor, however, the checkpoint protein CTLA4 is also overwhelmingly expressed, fostering tolerance. Finaly, mRNA profiling of adjacent CAFs identified clusters of genes that correlate with survival. Conclusion: CAFs and leukocytes in close proximity to PDAC significantly differ from those remote from the tumor, providing insight into microenvironment influence on immune tolerance mediated through relative populations of leukocytes and subsets of CAFs and monocytes. mRNA expression profiling of CAFs adjacent to PDAC cells may hold promise for prognostication. |
format | Online Article Text |
id | pubmed-9274743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-92747432022-07-13 Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma Han, Song Fu, Dongtao Tushoski, Gerik W Meng, Lingsong Herremans, Kelly M. Riner, Andrea N. Geoge, Thomas J. Huo, Zhiguang Hughes, Steven J. Theranostics Research Paper Rationale: The biology of the pancreatic ductal adenocarcinoma (PDAC) is heterogenous, but how heterogenity of the tumor microenvironment contributes to disparate patient outcomes remains essentially unstudied. Methods: A strategy employing multiplex digital spatial profiling (mplxDSP) technology was employed to evaluate the nature and dynamics of microenvironment components including cancer associated fibroblasts (CAFs) and infiltrating immune cells at the single-cell level based upon their spatial relationship within the tumor. Results: We report that myofibroblasts directly adjacent to PDAC tumors comparatively overexpress genes (BATF3, IL12B, ITGB8, CD4 and IFNAR1), constructing pathways prone to stimulating an adaptive immune response. Markers of innate immune cells (Natural Killer cells, Dendritic Cells and macrophages) are predominant in CD45+ cells immediately adjacent to PDAC tumor, however, the checkpoint protein CTLA4 is also overwhelmingly expressed, fostering tolerance. Finaly, mRNA profiling of adjacent CAFs identified clusters of genes that correlate with survival. Conclusion: CAFs and leukocytes in close proximity to PDAC significantly differ from those remote from the tumor, providing insight into microenvironment influence on immune tolerance mediated through relative populations of leukocytes and subsets of CAFs and monocytes. mRNA expression profiling of CAFs adjacent to PDAC cells may hold promise for prognostication. Ivyspring International Publisher 2022-06-27 /pmc/articles/PMC9274743/ /pubmed/35836806 http://dx.doi.org/10.7150/thno.73222 Text en © The author(s) 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/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Han, Song Fu, Dongtao Tushoski, Gerik W Meng, Lingsong Herremans, Kelly M. Riner, Andrea N. Geoge, Thomas J. Huo, Zhiguang Hughes, Steven J. Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title | Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title_full | Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title_fullStr | Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title_full_unstemmed | Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title_short | Single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
title_sort | single-cell profiling of microenvironment components by spatial localization in pancreatic ductal adenocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9274743/ https://www.ncbi.nlm.nih.gov/pubmed/35836806 http://dx.doi.org/10.7150/thno.73222 |
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