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Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes

Despite the connection of secretory cells to distinct mucus‐containing colon cancer histological subtypes and the interaction of secretory cells with immune cells in the pathogenesis of intestinal inflammatory diseases, whether the secretory cell signatures are associated with tumor microenvironment...

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Autores principales: Zhou, Rui, Li, Lingbo, Xi, Shaoyan, Zhang, Yue, Liu, Zhihong, Zeng, Dongqiang, Sun, Huiying, Wu, Jianhua, Wang, Ling, Shi, Min, Bin, Jianping, Liao, Yulin, Liao, Wangjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980301/
https://www.ncbi.nlm.nih.gov/pubmed/36349418
http://dx.doi.org/10.1002/1878-0261.13338
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author Zhou, Rui
Li, Lingbo
Xi, Shaoyan
Zhang, Yue
Liu, Zhihong
Zeng, Dongqiang
Sun, Huiying
Wu, Jianhua
Wang, Ling
Shi, Min
Bin, Jianping
Liao, Yulin
Liao, Wangjun
author_facet Zhou, Rui
Li, Lingbo
Xi, Shaoyan
Zhang, Yue
Liu, Zhihong
Zeng, Dongqiang
Sun, Huiying
Wu, Jianhua
Wang, Ling
Shi, Min
Bin, Jianping
Liao, Yulin
Liao, Wangjun
author_sort Zhou, Rui
collection PubMed
description Despite the connection of secretory cells to distinct mucus‐containing colon cancer histological subtypes and the interaction of secretory cells with immune cells in the pathogenesis of intestinal inflammatory diseases, whether the secretory cell signatures are associated with tumor microenvironment (TME) heterogeneity and can aid in colon cancer patient classification have not been investigated. Here, by performing the principal component analysis and consensus clustering analysis, we identified four distinct expression patterns based on secretory cell signatures which were significantly associated with different clinical behaviors, TME landscape, pathway activation, genomic mutations, and DNA methylation characteristics. Subsequently, a ‘SCS score’ model was constructed. The high SCS score indicated a pattern of ‘secretory cell subtype 2’, which was characterized by stromal infiltration and activation, and predicted poor prognosis and low sensitivity to fluorouracil‐based chemotherapy and immunotherapy, but high sensitivity to PI3K catalytic subunit inhibitors. In conclusion, our study comprehensively uncovered the tumor heterogeneity related to secretory cell signature expression patterns. Moreover, the SCS score can supplement routine histopathological assessments to guide personalized therapeutic strategies in colon cancer patients.
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spelling pubmed-99803012023-03-03 Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes Zhou, Rui Li, Lingbo Xi, Shaoyan Zhang, Yue Liu, Zhihong Zeng, Dongqiang Sun, Huiying Wu, Jianhua Wang, Ling Shi, Min Bin, Jianping Liao, Yulin Liao, Wangjun Mol Oncol Research Articles Despite the connection of secretory cells to distinct mucus‐containing colon cancer histological subtypes and the interaction of secretory cells with immune cells in the pathogenesis of intestinal inflammatory diseases, whether the secretory cell signatures are associated with tumor microenvironment (TME) heterogeneity and can aid in colon cancer patient classification have not been investigated. Here, by performing the principal component analysis and consensus clustering analysis, we identified four distinct expression patterns based on secretory cell signatures which were significantly associated with different clinical behaviors, TME landscape, pathway activation, genomic mutations, and DNA methylation characteristics. Subsequently, a ‘SCS score’ model was constructed. The high SCS score indicated a pattern of ‘secretory cell subtype 2’, which was characterized by stromal infiltration and activation, and predicted poor prognosis and low sensitivity to fluorouracil‐based chemotherapy and immunotherapy, but high sensitivity to PI3K catalytic subunit inhibitors. In conclusion, our study comprehensively uncovered the tumor heterogeneity related to secretory cell signature expression patterns. Moreover, the SCS score can supplement routine histopathological assessments to guide personalized therapeutic strategies in colon cancer patients. John Wiley and Sons Inc. 2022-11-22 /pmc/articles/PMC9980301/ /pubmed/36349418 http://dx.doi.org/10.1002/1878-0261.13338 Text en © 2022 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Zhou, Rui
Li, Lingbo
Xi, Shaoyan
Zhang, Yue
Liu, Zhihong
Zeng, Dongqiang
Sun, Huiying
Wu, Jianhua
Wang, Ling
Shi, Min
Bin, Jianping
Liao, Yulin
Liao, Wangjun
Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title_full Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title_fullStr Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title_full_unstemmed Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title_short Expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
title_sort expression pattern of secretory‐cell‐related transcriptional signatures in colon adenocarcinomas defines tumor microenvironment characteristics and correlates with clinical outcomes
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980301/
https://www.ncbi.nlm.nih.gov/pubmed/36349418
http://dx.doi.org/10.1002/1878-0261.13338
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