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Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer
Tumor-infiltrating immune cells (TIICs) play essential roles in cancer development and progression. However, the association of TIICs with prognosis in colorectal cancer (CRC) patients remains elusive. Infiltration of TIICs was assessed using ssGSEA and CIBERSORT tools. The association of TIICs with...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6811516/ https://www.ncbi.nlm.nih.gov/pubmed/31681276 http://dx.doi.org/10.3389/fimmu.2019.02368 |
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author | Ye, Lele Zhang, Teming Kang, Zhengchun Guo, Gangqiang Sun, Yongji Lin, Kangming Huang, Qunjia Shi, Xinyu Ni, Zhonglin Ding, Ning Zhao, Kong-Nan Chang, Wenjun Wang, Junjie Lin, Feng Xue, Xiangyang |
author_facet | Ye, Lele Zhang, Teming Kang, Zhengchun Guo, Gangqiang Sun, Yongji Lin, Kangming Huang, Qunjia Shi, Xinyu Ni, Zhonglin Ding, Ning Zhao, Kong-Nan Chang, Wenjun Wang, Junjie Lin, Feng Xue, Xiangyang |
author_sort | Ye, Lele |
collection | PubMed |
description | Tumor-infiltrating immune cells (TIICs) play essential roles in cancer development and progression. However, the association of TIICs with prognosis in colorectal cancer (CRC) patients remains elusive. Infiltration of TIICs was assessed using ssGSEA and CIBERSORT tools. The association of TIICs with prognosis was analyzed in 1,802 CRC data downloaded from the GEO (https://www.ncbi.nlm.nih.gov/geo/) and TCGA (https://portal.gdc.cancer.gov/) databases. Three populations of TIICs, including CD66b+ tumor-associated neutrophils (TANs), FoxP3+ Tregs, and CD163+ tumor-associated macrophages (TAMs) were selected for immunohistochemistry (IHC) validation analysis in 1,008 CRC biopsies, and their influence on clinical features and prognosis of CRC patients was analyzed. Prognostic models were constructed based on the training cohort (359 patients). The models were further tested and verified in testing (249 patients) and validation cohorts (400 patients). Based on ssGSEA and CIBERSORT analysis, the correlation between TIICs and CRC prognosis was inconsistent in different datasets. Moreover, the results with disease-free survival (DFS) and overall survival (OS) data in the same dataset also differed. The high abundance of TIICs found by ssGSEA or CIBERSORT tools can be used for prognostic evaluation effectively. IHC results showed that TANs, Tregs, TAMs were significantly correlated with prognosis in CRC patients and were independent prognostic factors (P(DFS) ≤ 0.001; P(OS) ≤ 0.023). The prognostic predictive models were constructed based on the numbers of TANs, Tregs, TAMs (C-index(DFS&OS) = 0.86; AIC(DFS) = 448.43; AIC(OS) = 184.30) and they were more reliable than traditional indicators for evaluating prognosis in CRC patients. Besides, TIICs may affect the response to chemotherapy. In conclusion, TIICs were correlated with clinical features and prognosis in patients with CRC and thus can be used as markers. |
format | Online Article Text |
id | pubmed-6811516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68115162019-11-03 Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer Ye, Lele Zhang, Teming Kang, Zhengchun Guo, Gangqiang Sun, Yongji Lin, Kangming Huang, Qunjia Shi, Xinyu Ni, Zhonglin Ding, Ning Zhao, Kong-Nan Chang, Wenjun Wang, Junjie Lin, Feng Xue, Xiangyang Front Immunol Immunology Tumor-infiltrating immune cells (TIICs) play essential roles in cancer development and progression. However, the association of TIICs with prognosis in colorectal cancer (CRC) patients remains elusive. Infiltration of TIICs was assessed using ssGSEA and CIBERSORT tools. The association of TIICs with prognosis was analyzed in 1,802 CRC data downloaded from the GEO (https://www.ncbi.nlm.nih.gov/geo/) and TCGA (https://portal.gdc.cancer.gov/) databases. Three populations of TIICs, including CD66b+ tumor-associated neutrophils (TANs), FoxP3+ Tregs, and CD163+ tumor-associated macrophages (TAMs) were selected for immunohistochemistry (IHC) validation analysis in 1,008 CRC biopsies, and their influence on clinical features and prognosis of CRC patients was analyzed. Prognostic models were constructed based on the training cohort (359 patients). The models were further tested and verified in testing (249 patients) and validation cohorts (400 patients). Based on ssGSEA and CIBERSORT analysis, the correlation between TIICs and CRC prognosis was inconsistent in different datasets. Moreover, the results with disease-free survival (DFS) and overall survival (OS) data in the same dataset also differed. The high abundance of TIICs found by ssGSEA or CIBERSORT tools can be used for prognostic evaluation effectively. IHC results showed that TANs, Tregs, TAMs were significantly correlated with prognosis in CRC patients and were independent prognostic factors (P(DFS) ≤ 0.001; P(OS) ≤ 0.023). The prognostic predictive models were constructed based on the numbers of TANs, Tregs, TAMs (C-index(DFS&OS) = 0.86; AIC(DFS) = 448.43; AIC(OS) = 184.30) and they were more reliable than traditional indicators for evaluating prognosis in CRC patients. Besides, TIICs may affect the response to chemotherapy. In conclusion, TIICs were correlated with clinical features and prognosis in patients with CRC and thus can be used as markers. Frontiers Media S.A. 2019-10-17 /pmc/articles/PMC6811516/ /pubmed/31681276 http://dx.doi.org/10.3389/fimmu.2019.02368 Text en Copyright © 2019 Ye, Zhang, Kang, Guo, Sun, Lin, Huang, Shi, Ni, Ding, Zhao, Chang, Wang, Lin and Xue. http://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 | Immunology Ye, Lele Zhang, Teming Kang, Zhengchun Guo, Gangqiang Sun, Yongji Lin, Kangming Huang, Qunjia Shi, Xinyu Ni, Zhonglin Ding, Ning Zhao, Kong-Nan Chang, Wenjun Wang, Junjie Lin, Feng Xue, Xiangyang Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title | Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title_full | Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title_fullStr | Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title_full_unstemmed | Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title_short | Tumor-Infiltrating Immune Cells Act as a Marker for Prognosis in Colorectal Cancer |
title_sort | tumor-infiltrating immune cells act as a marker for prognosis in colorectal cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6811516/ https://www.ncbi.nlm.nih.gov/pubmed/31681276 http://dx.doi.org/10.3389/fimmu.2019.02368 |
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