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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2018
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.
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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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