Cargando…
The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer
Both epithelial-mesenchymal transition (EMT) and immune regulation are important biological process in malignant tumours. The current research aims to comprehensively explore the potential association between the epithelial-mesenchymal transition (EMT) signature and immune checkpoint signature and i...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919934/ https://www.ncbi.nlm.nih.gov/pubmed/29700419 http://dx.doi.org/10.1038/s41598-018-25002-w |
_version_ | 1783317727356649472 |
---|---|
author | Liang, Jiayu Liu, Zhihong Zou, Zijun Tang, Yongquan Zhou, Chuan Yang, Jian Wei, Xin Lu, Yiping |
author_facet | Liang, Jiayu Liu, Zhihong Zou, Zijun Tang, Yongquan Zhou, Chuan Yang, Jian Wei, Xin Lu, Yiping |
author_sort | Liang, Jiayu |
collection | PubMed |
description | Both epithelial-mesenchymal transition (EMT) and immune regulation are important biological process in malignant tumours. The current research aims to comprehensively explore the potential association between the epithelial-mesenchymal transition (EMT) signature and immune checkpoint signature and its role in predicting the prognosis of clear-cell renal cell carcinoma (ccRCC) patients. EMT-related genes were collected from an experiment-based study and then were investigated using data from the Cancer Genome Atlas. A total of 357 genes were included, and 23 of them that were upregulated and correlated with prognosis were analysed further as core EMT genes in ccRCC. Interestingly, the emerging immune checkpoints CD276, OX40 and TGFB1 were found to be significantly co-expressed with core EMT genes, and TGFB1, CXCR4, IL10, and IL6 were the most important molecules potentially interacting with EMT molecules in our model, as determined from mRNA co-expression and protein-protein interaction network analysis. Additionally, an integrated scoring model based on FOXM1, TIMP1 and IL6 was successfully established to distinguish ccRCC patients with different clinical risks. Our results identified core genes in the EMT-immunophenotyping correlation and evaluated their risk assessment capabilities, providing more potential therapeutic targets and prediction approaches regarding the translational research of treatment and prognosis in ccRCC. |
format | Online Article Text |
id | pubmed-5919934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59199342018-05-01 The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer Liang, Jiayu Liu, Zhihong Zou, Zijun Tang, Yongquan Zhou, Chuan Yang, Jian Wei, Xin Lu, Yiping Sci Rep Article Both epithelial-mesenchymal transition (EMT) and immune regulation are important biological process in malignant tumours. The current research aims to comprehensively explore the potential association between the epithelial-mesenchymal transition (EMT) signature and immune checkpoint signature and its role in predicting the prognosis of clear-cell renal cell carcinoma (ccRCC) patients. EMT-related genes were collected from an experiment-based study and then were investigated using data from the Cancer Genome Atlas. A total of 357 genes were included, and 23 of them that were upregulated and correlated with prognosis were analysed further as core EMT genes in ccRCC. Interestingly, the emerging immune checkpoints CD276, OX40 and TGFB1 were found to be significantly co-expressed with core EMT genes, and TGFB1, CXCR4, IL10, and IL6 were the most important molecules potentially interacting with EMT molecules in our model, as determined from mRNA co-expression and protein-protein interaction network analysis. Additionally, an integrated scoring model based on FOXM1, TIMP1 and IL6 was successfully established to distinguish ccRCC patients with different clinical risks. Our results identified core genes in the EMT-immunophenotyping correlation and evaluated their risk assessment capabilities, providing more potential therapeutic targets and prediction approaches regarding the translational research of treatment and prognosis in ccRCC. Nature Publishing Group UK 2018-04-26 /pmc/articles/PMC5919934/ /pubmed/29700419 http://dx.doi.org/10.1038/s41598-018-25002-w Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liang, Jiayu Liu, Zhihong Zou, Zijun Tang, Yongquan Zhou, Chuan Yang, Jian Wei, Xin Lu, Yiping The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title | The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title_full | The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title_fullStr | The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title_full_unstemmed | The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title_short | The Correlation Between the Immune and Epithelial-Mesenchymal Transition Signatures Suggests Potential Therapeutic Targets and Prognosis Prediction Approaches in Kidney Cancer |
title_sort | correlation between the immune and epithelial-mesenchymal transition signatures suggests potential therapeutic targets and prognosis prediction approaches in kidney cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919934/ https://www.ncbi.nlm.nih.gov/pubmed/29700419 http://dx.doi.org/10.1038/s41598-018-25002-w |
work_keys_str_mv | AT liangjiayu thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT liuzhihong thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT zouzijun thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT tangyongquan thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT zhouchuan thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT yangjian thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT weixin thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT luyiping thecorrelationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT liangjiayu correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT liuzhihong correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT zouzijun correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT tangyongquan correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT zhouchuan correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT yangjian correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT weixin correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer AT luyiping correlationbetweentheimmuneandepithelialmesenchymaltransitionsignaturessuggestspotentialtherapeutictargetsandprognosispredictionapproachesinkidneycancer |