Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784899885845184512 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9980301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhourui expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT lilingbo expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT xishaoyan expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT zhangyue expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT liuzhihong expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT zengdongqiang expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT sunhuiying expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT wujianhua expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT wangling expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT shimin expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT binjianping expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT liaoyulin expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes AT liaowangjun expressionpatternofsecretorycellrelatedtranscriptionalsignaturesincolonadenocarcinomasdefinestumormicroenvironmentcharacteristicsandcorrelateswithclinicaloutcomes |