Cargando…
Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer
Solid tumour tissues are composed of tumour and non-tumour cells, such as stromal cells and immune cells. These non-tumour cells constitute an essential part of the tumour microenvironment (TME), which decrease the tumour purity and play an important role in carcinogenesis, malignancy progression, t...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784737/ https://www.ncbi.nlm.nih.gov/pubmed/35083216 http://dx.doi.org/10.3389/fcell.2021.782529 |
_version_ | 1784638807546527744 |
---|---|
author | Lou, Shenghan Zhang, Jian Yin, Xin Zhang, Yao Fang, Tianyi Wang, Yimin Xue, Yingwei |
author_facet | Lou, Shenghan Zhang, Jian Yin, Xin Zhang, Yao Fang, Tianyi Wang, Yimin Xue, Yingwei |
author_sort | Lou, Shenghan |
collection | PubMed |
description | Solid tumour tissues are composed of tumour and non-tumour cells, such as stromal cells and immune cells. These non-tumour cells constitute an essential part of the tumour microenvironment (TME), which decrease the tumour purity and play an important role in carcinogenesis, malignancy progression, treatment resistance and prognostic assessment. However, the implications of various purity levels in gastric cancer (GC) remain largely unknown. In the present study, we used an in-silico approach to infer the tumour purity of 2,259 GC samples obtained from our hospital and 12 public datasets based on the transcriptomic data. We systematically evaluated the association of tumour purity with clinical outcomes, biological features, TME characteristics and treatment response in GC. We found that tumour purity might be a patient-specific intrinsic characteristic of GC. Low tumour purity was independently correlated with shorter survival time and faster recurrence and significantly associated with mesenchymal, invasive and metastatic phenotypes. Integrating GC purity into a clinical prognostic nomogram significantly improved predictive validity and reliability. In addition, low tumour purity was strongly associated with immune and stromal cell functions. Fibroblasts, endothelial cells and monocytes were markedly enriched in low-purity tumours, serving as robust indicators of a poor prognosis. Moreover, patients with low GC purity may not benefit more from adjuvant chemotherapy. Our findings highlight that tumour purity confers important clinical, biological, microenvironmental and treatment implications for patients with GC. Therefore, a comprehensive evaluation of tumour purity in individual tumours can provide more insights into the molecular mechanisms of GC, facilitate precise classification and clinical prediction and help to develop more effective individualised treatment strategies. |
format | Online Article Text |
id | pubmed-8784737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87847372022-01-25 Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer Lou, Shenghan Zhang, Jian Yin, Xin Zhang, Yao Fang, Tianyi Wang, Yimin Xue, Yingwei Front Cell Dev Biol Cell and Developmental Biology Solid tumour tissues are composed of tumour and non-tumour cells, such as stromal cells and immune cells. These non-tumour cells constitute an essential part of the tumour microenvironment (TME), which decrease the tumour purity and play an important role in carcinogenesis, malignancy progression, treatment resistance and prognostic assessment. However, the implications of various purity levels in gastric cancer (GC) remain largely unknown. In the present study, we used an in-silico approach to infer the tumour purity of 2,259 GC samples obtained from our hospital and 12 public datasets based on the transcriptomic data. We systematically evaluated the association of tumour purity with clinical outcomes, biological features, TME characteristics and treatment response in GC. We found that tumour purity might be a patient-specific intrinsic characteristic of GC. Low tumour purity was independently correlated with shorter survival time and faster recurrence and significantly associated with mesenchymal, invasive and metastatic phenotypes. Integrating GC purity into a clinical prognostic nomogram significantly improved predictive validity and reliability. In addition, low tumour purity was strongly associated with immune and stromal cell functions. Fibroblasts, endothelial cells and monocytes were markedly enriched in low-purity tumours, serving as robust indicators of a poor prognosis. Moreover, patients with low GC purity may not benefit more from adjuvant chemotherapy. Our findings highlight that tumour purity confers important clinical, biological, microenvironmental and treatment implications for patients with GC. Therefore, a comprehensive evaluation of tumour purity in individual tumours can provide more insights into the molecular mechanisms of GC, facilitate precise classification and clinical prediction and help to develop more effective individualised treatment strategies. Frontiers Media S.A. 2022-01-10 /pmc/articles/PMC8784737/ /pubmed/35083216 http://dx.doi.org/10.3389/fcell.2021.782529 Text en Copyright © 2022 Lou, Zhang, Yin, Zhang, Fang, Wang and Xue. 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 | Cell and Developmental Biology Lou, Shenghan Zhang, Jian Yin, Xin Zhang, Yao Fang, Tianyi Wang, Yimin Xue, Yingwei Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title | Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title_full | Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title_fullStr | Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title_full_unstemmed | Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title_short | Comprehensive Characterization of Tumor Purity and Its Clinical Implications in Gastric Cancer |
title_sort | comprehensive characterization of tumor purity and its clinical implications in gastric cancer |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784737/ https://www.ncbi.nlm.nih.gov/pubmed/35083216 http://dx.doi.org/10.3389/fcell.2021.782529 |
work_keys_str_mv | AT loushenghan comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT zhangjian comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT yinxin comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT zhangyao comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT fangtianyi comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT wangyimin comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer AT xueyingwei comprehensivecharacterizationoftumorpurityanditsclinicalimplicationsingastriccancer |