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Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma
BACKGROUND: Understanding the spatial heterogeneity of the tumor microenvironment (TME) in pancreatic cancer (PC) remains challenging. METHODS: In this study, we performed spatial transcriptomics (ST) to investigate the gene expression features across one normal pancreatic tissue, PC tissue, adjacen...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140349/ https://www.ncbi.nlm.nih.gov/pubmed/37124494 http://dx.doi.org/10.3389/fonc.2023.1112576 |
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author | Ren, Zhangyong Pan, Bing Wang, Fangfei Lyu, Shaocheng Zhai, Jialei Hu, Xiumei Liu, Zhe Li, Lixin Lang, Ren He, Qiang Zhao, Xin |
author_facet | Ren, Zhangyong Pan, Bing Wang, Fangfei Lyu, Shaocheng Zhai, Jialei Hu, Xiumei Liu, Zhe Li, Lixin Lang, Ren He, Qiang Zhao, Xin |
author_sort | Ren, Zhangyong |
collection | PubMed |
description | BACKGROUND: Understanding the spatial heterogeneity of the tumor microenvironment (TME) in pancreatic cancer (PC) remains challenging. METHODS: In this study, we performed spatial transcriptomics (ST) to investigate the gene expression features across one normal pancreatic tissue, PC tissue, adjacent tumor tissue, and tumor stroma. We divided 18,075 spatial spots into 22 clusters with t-distributed stochastic neighbor embedding based on gene expression profiles. The biological functions and signaling pathways involved in each cluster were analyzed with gene set enrichment analysis. RESULTS: The results revealed that KRT13+FABP5+ malignant cell subpopulation had keratinization characteristics in the tumor tissue. Fibroblasts from adjacent tumor tissue exhibited a tumor-inhibiting role such as “B-cell activation” and “positive regulation of leukocyte activation.” The FGG+CRP+ inflammatory cancer-associated fibroblasts replaced the islets in tumor stroma. During PC progression, the damage to pancreatic structure and function was heavier in the pancreatic exocrine (AMYA2+PRSS1+) than in the endocrine (INS+GCG+). CONCLUSION: Our results revealed the spatial heterogeneity of dynamic changes and highlighted the significance of impaired exocrine function in PC. |
format | Online Article Text |
id | pubmed-10140349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101403492023-04-29 Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma Ren, Zhangyong Pan, Bing Wang, Fangfei Lyu, Shaocheng Zhai, Jialei Hu, Xiumei Liu, Zhe Li, Lixin Lang, Ren He, Qiang Zhao, Xin Front Oncol Oncology BACKGROUND: Understanding the spatial heterogeneity of the tumor microenvironment (TME) in pancreatic cancer (PC) remains challenging. METHODS: In this study, we performed spatial transcriptomics (ST) to investigate the gene expression features across one normal pancreatic tissue, PC tissue, adjacent tumor tissue, and tumor stroma. We divided 18,075 spatial spots into 22 clusters with t-distributed stochastic neighbor embedding based on gene expression profiles. The biological functions and signaling pathways involved in each cluster were analyzed with gene set enrichment analysis. RESULTS: The results revealed that KRT13+FABP5+ malignant cell subpopulation had keratinization characteristics in the tumor tissue. Fibroblasts from adjacent tumor tissue exhibited a tumor-inhibiting role such as “B-cell activation” and “positive regulation of leukocyte activation.” The FGG+CRP+ inflammatory cancer-associated fibroblasts replaced the islets in tumor stroma. During PC progression, the damage to pancreatic structure and function was heavier in the pancreatic exocrine (AMYA2+PRSS1+) than in the endocrine (INS+GCG+). CONCLUSION: Our results revealed the spatial heterogeneity of dynamic changes and highlighted the significance of impaired exocrine function in PC. Frontiers Media S.A. 2023-04-14 /pmc/articles/PMC10140349/ /pubmed/37124494 http://dx.doi.org/10.3389/fonc.2023.1112576 Text en Copyright © 2023 Ren, Pan, Wang, Lyu, Zhai, Hu, Liu, Li, Lang, He and Zhao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Ren, Zhangyong Pan, Bing Wang, Fangfei Lyu, Shaocheng Zhai, Jialei Hu, Xiumei Liu, Zhe Li, Lixin Lang, Ren He, Qiang Zhao, Xin Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title | Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title_full | Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title_fullStr | Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title_full_unstemmed | Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title_short | Spatial transcriptomics reveals the heterogeneity and FGG+CRP+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
title_sort | spatial transcriptomics reveals the heterogeneity and fgg+crp+ inflammatory cancer-associated fibroblasts replace islets in pancreatic ductal adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140349/ https://www.ncbi.nlm.nih.gov/pubmed/37124494 http://dx.doi.org/10.3389/fonc.2023.1112576 |
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