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Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer

BACKGROUND: Since interferon regulatory factor (IRF) family functions in immune response to viral infection, its role in colorectal cancer (CRC) has not been inspected before. This study tries to investigate members of IRF family using bioinformatics approaches in aspect of differential expressions,...

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Autores principales: Chen, Yan-Jie, Luo, Shu-Neng, Dong, Ling, Liu, Tao-Tao, Shen, Xi-Zhong, Zhang, Ning-Ping, Liang, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8422700/
https://www.ncbi.nlm.nih.gov/pubmed/34488791
http://dx.doi.org/10.1186/s12967-021-03054-3
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author Chen, Yan-Jie
Luo, Shu-Neng
Dong, Ling
Liu, Tao-Tao
Shen, Xi-Zhong
Zhang, Ning-Ping
Liang, Li
author_facet Chen, Yan-Jie
Luo, Shu-Neng
Dong, Ling
Liu, Tao-Tao
Shen, Xi-Zhong
Zhang, Ning-Ping
Liang, Li
author_sort Chen, Yan-Jie
collection PubMed
description BACKGROUND: Since interferon regulatory factor (IRF) family functions in immune response to viral infection, its role in colorectal cancer (CRC) has not been inspected before. This study tries to investigate members of IRF family using bioinformatics approaches in aspect of differential expressions, biological function, tumor immune infiltration and clinical prognostic value for patients with CRC. METHODS: Transcriptome profiles data, somatic mutations and clinical information of CRC were obtained from COAD/READ dataset of The Cancer Genome Atlas (TCGA) as a training set. Gene expression data (GSE17536 and GSE39582) were downloaded from the Gene Expression Omnibus as a validating set. A random forest algorithm was used to score the risk for every case. Analyzing gene and function enrichment, constructing protein–protein interaction and noncoding RNA network, identifying hub-gene, characterizing tumor immune infiltration, evaluating differences in tumor mutational burden (TMB) and sensitivity to chemotherapeutics or immunotherapy were performed by a series of online tools and R packages. Immunohistochemical (IHC) examinations were carried out validation in tissue samples. RESULTS: Principal-component analysis (PCA) suggested that the transcript expression levels of nine members of IRF family differed between normal colorectum and CRC. The risk score constructed by IRF family not only acted as an independent factor for predicting survival in CRC patients with different biological processes, signaling pathways and TMB, but also indicated different immunotherapy response with diverse immune and stromal cells infiltration. IRF3 and IRF7 were upregulated in CRC and suggested a shorter survival time in patients with CRC. Differentially expressed members of IRF family exhibited varying degrees of immune cell infiltration. IHC analysis showed a positive association between IRF3 and IRF7 expression and tumor-infiltrating immune cells, including CD4(+) T cell and CD68(+) macrophages. CONCLUSIONS: On account of differential expression, IRF family members can help to predict both response to immunotherapy and clinical prognosis of patients with CRC. Our bioinformatic investigation not only gives a preliminary picture of the genetic features as well as tumor microenvironment, but it may provide a clue for further experimental exploration and verification on IRF family members in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03054-3.
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spelling pubmed-84227002021-09-09 Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer Chen, Yan-Jie Luo, Shu-Neng Dong, Ling Liu, Tao-Tao Shen, Xi-Zhong Zhang, Ning-Ping Liang, Li J Transl Med Research BACKGROUND: Since interferon regulatory factor (IRF) family functions in immune response to viral infection, its role in colorectal cancer (CRC) has not been inspected before. This study tries to investigate members of IRF family using bioinformatics approaches in aspect of differential expressions, biological function, tumor immune infiltration and clinical prognostic value for patients with CRC. METHODS: Transcriptome profiles data, somatic mutations and clinical information of CRC were obtained from COAD/READ dataset of The Cancer Genome Atlas (TCGA) as a training set. Gene expression data (GSE17536 and GSE39582) were downloaded from the Gene Expression Omnibus as a validating set. A random forest algorithm was used to score the risk for every case. Analyzing gene and function enrichment, constructing protein–protein interaction and noncoding RNA network, identifying hub-gene, characterizing tumor immune infiltration, evaluating differences in tumor mutational burden (TMB) and sensitivity to chemotherapeutics or immunotherapy were performed by a series of online tools and R packages. Immunohistochemical (IHC) examinations were carried out validation in tissue samples. RESULTS: Principal-component analysis (PCA) suggested that the transcript expression levels of nine members of IRF family differed between normal colorectum and CRC. The risk score constructed by IRF family not only acted as an independent factor for predicting survival in CRC patients with different biological processes, signaling pathways and TMB, but also indicated different immunotherapy response with diverse immune and stromal cells infiltration. IRF3 and IRF7 were upregulated in CRC and suggested a shorter survival time in patients with CRC. Differentially expressed members of IRF family exhibited varying degrees of immune cell infiltration. IHC analysis showed a positive association between IRF3 and IRF7 expression and tumor-infiltrating immune cells, including CD4(+) T cell and CD68(+) macrophages. CONCLUSIONS: On account of differential expression, IRF family members can help to predict both response to immunotherapy and clinical prognosis of patients with CRC. Our bioinformatic investigation not only gives a preliminary picture of the genetic features as well as tumor microenvironment, but it may provide a clue for further experimental exploration and verification on IRF family members in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-021-03054-3. BioMed Central 2021-09-06 /pmc/articles/PMC8422700/ /pubmed/34488791 http://dx.doi.org/10.1186/s12967-021-03054-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chen, Yan-Jie
Luo, Shu-Neng
Dong, Ling
Liu, Tao-Tao
Shen, Xi-Zhong
Zhang, Ning-Ping
Liang, Li
Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title_full Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title_fullStr Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title_full_unstemmed Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title_short Interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
title_sort interferon regulatory factor family influences tumor immunity and prognosis of patients with colorectal cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8422700/
https://www.ncbi.nlm.nih.gov/pubmed/34488791
http://dx.doi.org/10.1186/s12967-021-03054-3
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