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MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database

PURPOSE: RNA and DNA sequencing data are traditionally used to discern intrinsic cellular pathways in cancer pathogenesis, their utility for investigating the tumor microenvironment (TME) has not been fully explored. This study explores the use of sequencing data to investigate immunity within the T...

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Autores principales: Zhang, Peng, Wu, Xiaofang, Basu, Moushumi, Dong, Chen, Zheng, Pan, Liu, Yang, Sandler, Anthony David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675839/
https://www.ncbi.nlm.nih.gov/pubmed/29163537
http://dx.doi.org/10.3389/fimmu.2017.01473
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author Zhang, Peng
Wu, Xiaofang
Basu, Moushumi
Dong, Chen
Zheng, Pan
Liu, Yang
Sandler, Anthony David
author_facet Zhang, Peng
Wu, Xiaofang
Basu, Moushumi
Dong, Chen
Zheng, Pan
Liu, Yang
Sandler, Anthony David
author_sort Zhang, Peng
collection PubMed
description PURPOSE: RNA and DNA sequencing data are traditionally used to discern intrinsic cellular pathways in cancer pathogenesis, their utility for investigating the tumor microenvironment (TME) has not been fully explored. This study explores the use of sequencing data to investigate immunity within the TME. EXPERIMENTAL DESIGN: Here, we use immune cell fraction estimation analysis to determine the immune profiles in the microenvironment of neuroblastoma (NB) based on RNA-seq data in the TARGET database. The correlation between immune cell transcripts and prognosis in pediatric NB is also investigated. RESULTS: In silico analysis revealed a strong inverse correlation between MYCN amplification and leukocyte infiltration. This finding was validated by immunohistochemistry analysis in tumor samples. Moreover, the abundance of CD4 T cells strongly associated with better patient survival regardless of MYCN gene amplification, while those of CD8 T cells, NK or B cells do not. Based on characteristic cytokine expression of CD4 subsets in tumors, the Th2 rather than Th1 levels were associated with better prognosis. CONCLUSION: We found that the in silico analysis of TARGET database reflected tumor immunity and was validated by the immunohistochemical tumor data. Our results reveal the association of MYCN amplification with repressed cellular immunity and the potential prognostic value of infiltrating CD4 T cell transcripts in pediatric NB. This analysis illustrates the potential role of MYCN in NB as a regulator of immune privilege and characterizes the power of in silico analysis for delineating cancer immunology and risk stratification.
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spelling pubmed-56758392017-11-21 MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database Zhang, Peng Wu, Xiaofang Basu, Moushumi Dong, Chen Zheng, Pan Liu, Yang Sandler, Anthony David Front Immunol Immunology PURPOSE: RNA and DNA sequencing data are traditionally used to discern intrinsic cellular pathways in cancer pathogenesis, their utility for investigating the tumor microenvironment (TME) has not been fully explored. This study explores the use of sequencing data to investigate immunity within the TME. EXPERIMENTAL DESIGN: Here, we use immune cell fraction estimation analysis to determine the immune profiles in the microenvironment of neuroblastoma (NB) based on RNA-seq data in the TARGET database. The correlation between immune cell transcripts and prognosis in pediatric NB is also investigated. RESULTS: In silico analysis revealed a strong inverse correlation between MYCN amplification and leukocyte infiltration. This finding was validated by immunohistochemistry analysis in tumor samples. Moreover, the abundance of CD4 T cells strongly associated with better patient survival regardless of MYCN gene amplification, while those of CD8 T cells, NK or B cells do not. Based on characteristic cytokine expression of CD4 subsets in tumors, the Th2 rather than Th1 levels were associated with better prognosis. CONCLUSION: We found that the in silico analysis of TARGET database reflected tumor immunity and was validated by the immunohistochemical tumor data. Our results reveal the association of MYCN amplification with repressed cellular immunity and the potential prognostic value of infiltrating CD4 T cell transcripts in pediatric NB. This analysis illustrates the potential role of MYCN in NB as a regulator of immune privilege and characterizes the power of in silico analysis for delineating cancer immunology and risk stratification. Frontiers Media S.A. 2017-11-03 /pmc/articles/PMC5675839/ /pubmed/29163537 http://dx.doi.org/10.3389/fimmu.2017.01473 Text en Copyright © 2017 Zhang, Wu, Basu, Dong, Zheng, Liu and Sandler. 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) or licensor 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
Zhang, Peng
Wu, Xiaofang
Basu, Moushumi
Dong, Chen
Zheng, Pan
Liu, Yang
Sandler, Anthony David
MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title_full MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title_fullStr MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title_full_unstemmed MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title_short MYCN Amplification Is Associated with Repressed Cellular Immunity in Neuroblastoma: An In Silico Immunological Analysis of TARGET Database
title_sort mycn amplification is associated with repressed cellular immunity in neuroblastoma: an in silico immunological analysis of target database
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675839/
https://www.ncbi.nlm.nih.gov/pubmed/29163537
http://dx.doi.org/10.3389/fimmu.2017.01473
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