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Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer
The stromal and immune cells that form the tumor microenvironment serve a key role in the aggressiveness of tumors. Current tumor-centric interpretations of cancer transcriptome data ignore the roles of stromal and immune cells. The aim of the present study was to investigate the clinical utility of...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5835954/ https://www.ncbi.nlm.nih.gov/pubmed/29541203 http://dx.doi.org/10.3892/ol.2018.7855 |
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author | Liu, Wei Ye, Hua Liu, Ying-Fu Xu, Chao-Qun Zhong, Yue-Xian Tian, Tian Ma, Shi-Wei Tao, Huan Li, Ling Xue, Li-Chun He, Hua-Qin |
author_facet | Liu, Wei Ye, Hua Liu, Ying-Fu Xu, Chao-Qun Zhong, Yue-Xian Tian, Tian Ma, Shi-Wei Tao, Huan Li, Ling Xue, Li-Chun He, Hua-Qin |
author_sort | Liu, Wei |
collection | PubMed |
description | The stromal and immune cells that form the tumor microenvironment serve a key role in the aggressiveness of tumors. Current tumor-centric interpretations of cancer transcriptome data ignore the roles of stromal and immune cells. The aim of the present study was to investigate the clinical utility of stromal and immune cells in tissue-based transcriptome data. The ‘Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data’ (ESTIMATE) algorithm was used to probe diverse cancer datasets and the fraction of stromal and immune cells in tumor tissues was scored. The association between the ESTIMATE scores and patient survival data was asessed; it was indicated that the two scores have implications for patient survival, metastasis and recurrence. Analysis of a colorectal cancer progression dataset revealed that decreased levels immune cells could serve an important role in cancer progression. The results of the present study indicated that trasncriptome-derived stromal and immune scores may be a useful indicator of cancer prognosis. |
format | Online Article Text |
id | pubmed-5835954 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-58359542018-03-14 Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer Liu, Wei Ye, Hua Liu, Ying-Fu Xu, Chao-Qun Zhong, Yue-Xian Tian, Tian Ma, Shi-Wei Tao, Huan Li, Ling Xue, Li-Chun He, Hua-Qin Oncol Lett Articles The stromal and immune cells that form the tumor microenvironment serve a key role in the aggressiveness of tumors. Current tumor-centric interpretations of cancer transcriptome data ignore the roles of stromal and immune cells. The aim of the present study was to investigate the clinical utility of stromal and immune cells in tissue-based transcriptome data. The ‘Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data’ (ESTIMATE) algorithm was used to probe diverse cancer datasets and the fraction of stromal and immune cells in tumor tissues was scored. The association between the ESTIMATE scores and patient survival data was asessed; it was indicated that the two scores have implications for patient survival, metastasis and recurrence. Analysis of a colorectal cancer progression dataset revealed that decreased levels immune cells could serve an important role in cancer progression. The results of the present study indicated that trasncriptome-derived stromal and immune scores may be a useful indicator of cancer prognosis. D.A. Spandidos 2018-04 2018-01-25 /pmc/articles/PMC5835954/ /pubmed/29541203 http://dx.doi.org/10.3892/ol.2018.7855 Text en Copyright: © Liu et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Liu, Wei Ye, Hua Liu, Ying-Fu Xu, Chao-Qun Zhong, Yue-Xian Tian, Tian Ma, Shi-Wei Tao, Huan Li, Ling Xue, Li-Chun He, Hua-Qin Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title | Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title_full | Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title_fullStr | Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title_full_unstemmed | Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title_short | Transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
title_sort | transcriptome-derived stromal and immune scores infer clinical outcomes of patients with cancer |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5835954/ https://www.ncbi.nlm.nih.gov/pubmed/29541203 http://dx.doi.org/10.3892/ol.2018.7855 |
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