Cargando…
Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing
INTRODUCTION: Colorectal cancer (CRC) is a heterogeneous disease caused by molecular changes, as driver mutations, gene methylations, etc., and influenced by tumor microenvironment (TME) pervaded with immune cells with both pro- and anti-tumor effects. The studying of interactions between the immune...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586664/ https://www.ncbi.nlm.nih.gov/pubmed/37869102 http://dx.doi.org/10.3389/fonc.2023.1206482 |
_version_ | 1785123193832341504 |
---|---|
author | Holubekova, Veronika Loderer, Dusan Grendar, Marian Mikolajcik, Peter Kolkova, Zuzana Turyova, Eva Kudelova, Eva Kalman, Michal Marcinek, Juraj Miklusica, Juraj Laca, Ludovit Lasabova, Zora |
author_facet | Holubekova, Veronika Loderer, Dusan Grendar, Marian Mikolajcik, Peter Kolkova, Zuzana Turyova, Eva Kudelova, Eva Kalman, Michal Marcinek, Juraj Miklusica, Juraj Laca, Ludovit Lasabova, Zora |
author_sort | Holubekova, Veronika |
collection | PubMed |
description | INTRODUCTION: Colorectal cancer (CRC) is a heterogeneous disease caused by molecular changes, as driver mutations, gene methylations, etc., and influenced by tumor microenvironment (TME) pervaded with immune cells with both pro- and anti-tumor effects. The studying of interactions between the immune system (IS) and the TME is important for developing effective immunotherapeutic strategies for CRC. In our study, we focused on the analysis of expression profiles of inflammatory and immune-relevant genes to identify aberrant signaling pathways included in carcinogenesis, metastatic potential of tumors, and association of Kirsten rat sarcoma virus (KRAS) gene mutation. METHODS: A total of 91 patients were enrolled in the study. Using NGS, differential gene expression analysis of 11 tumor samples and 11 matching non-tumor controls was carried out by applying a targeted RNA panel for inflammation and immunity genes containing 475 target genes. The obtained data were evaluated by the CLC Genomics Workbench and R library. The significantly differentially expressed genes (DEGs) were analyzed in Reactome GSA software, and some selected DEGs were used for real-time PCR validation. RESULTS: After prioritization, the most significant differences in gene expression were shown by the genes TNFRSF4, IRF7, IL6R, NR3CI, EIF2AK2, MIF, CCL5, TNFSF10, CCL20, CXCL11, RIPK2, and BLNK. Validation analyses on 91 samples showed a correlation between RNA-seq data and qPCR for TNFSF10, RIPK2, and BLNK gene expression. The top differently regulated signaling pathways between the studied groups (cancer vs. control, metastatic vs. primary CRC and KRAS positive and negative CRC) belong to immune system, signal transduction, disease, gene expression, DNA repair, and programmed cell death. CONCLUSION: Analyzed data suggest the changes at more levels of CRC carcinogenesis, including surface receptors of epithelial or immune cells, its signal transduction pathways, programmed cell death modifications, alterations in DNA repair machinery, and cell cycle control leading to uncontrolled proliferation. This study indicates only basic molecular pathways that enabled the formation of metastatic cancer stem cells and may contribute to clarifying the function of the IS in the TME of CRC. A precise identification of signaling pathways responsible for CRC may help in the selection of personalized pharmacological treatment. |
format | Online Article Text |
id | pubmed-10586664 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105866642023-10-20 Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing Holubekova, Veronika Loderer, Dusan Grendar, Marian Mikolajcik, Peter Kolkova, Zuzana Turyova, Eva Kudelova, Eva Kalman, Michal Marcinek, Juraj Miklusica, Juraj Laca, Ludovit Lasabova, Zora Front Oncol Oncology INTRODUCTION: Colorectal cancer (CRC) is a heterogeneous disease caused by molecular changes, as driver mutations, gene methylations, etc., and influenced by tumor microenvironment (TME) pervaded with immune cells with both pro- and anti-tumor effects. The studying of interactions between the immune system (IS) and the TME is important for developing effective immunotherapeutic strategies for CRC. In our study, we focused on the analysis of expression profiles of inflammatory and immune-relevant genes to identify aberrant signaling pathways included in carcinogenesis, metastatic potential of tumors, and association of Kirsten rat sarcoma virus (KRAS) gene mutation. METHODS: A total of 91 patients were enrolled in the study. Using NGS, differential gene expression analysis of 11 tumor samples and 11 matching non-tumor controls was carried out by applying a targeted RNA panel for inflammation and immunity genes containing 475 target genes. The obtained data were evaluated by the CLC Genomics Workbench and R library. The significantly differentially expressed genes (DEGs) were analyzed in Reactome GSA software, and some selected DEGs were used for real-time PCR validation. RESULTS: After prioritization, the most significant differences in gene expression were shown by the genes TNFRSF4, IRF7, IL6R, NR3CI, EIF2AK2, MIF, CCL5, TNFSF10, CCL20, CXCL11, RIPK2, and BLNK. Validation analyses on 91 samples showed a correlation between RNA-seq data and qPCR for TNFSF10, RIPK2, and BLNK gene expression. The top differently regulated signaling pathways between the studied groups (cancer vs. control, metastatic vs. primary CRC and KRAS positive and negative CRC) belong to immune system, signal transduction, disease, gene expression, DNA repair, and programmed cell death. CONCLUSION: Analyzed data suggest the changes at more levels of CRC carcinogenesis, including surface receptors of epithelial or immune cells, its signal transduction pathways, programmed cell death modifications, alterations in DNA repair machinery, and cell cycle control leading to uncontrolled proliferation. This study indicates only basic molecular pathways that enabled the formation of metastatic cancer stem cells and may contribute to clarifying the function of the IS in the TME of CRC. A precise identification of signaling pathways responsible for CRC may help in the selection of personalized pharmacological treatment. Frontiers Media S.A. 2023-10-05 /pmc/articles/PMC10586664/ /pubmed/37869102 http://dx.doi.org/10.3389/fonc.2023.1206482 Text en Copyright © 2023 Holubekova, Loderer, Grendar, Mikolajcik, Kolkova, Turyova, Kudelova, Kalman, Marcinek, Miklusica, Laca and Lasabova https://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 | Oncology Holubekova, Veronika Loderer, Dusan Grendar, Marian Mikolajcik, Peter Kolkova, Zuzana Turyova, Eva Kudelova, Eva Kalman, Michal Marcinek, Juraj Miklusica, Juraj Laca, Ludovit Lasabova, Zora Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title | Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title_full | Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title_fullStr | Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title_full_unstemmed | Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title_short | Differential gene expression of immunity and inflammation genes in colorectal cancer using targeted RNA sequencing |
title_sort | differential gene expression of immunity and inflammation genes in colorectal cancer using targeted rna sequencing |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586664/ https://www.ncbi.nlm.nih.gov/pubmed/37869102 http://dx.doi.org/10.3389/fonc.2023.1206482 |
work_keys_str_mv | AT holubekovaveronika differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT lodererdusan differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT grendarmarian differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT mikolajcikpeter differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT kolkovazuzana differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT turyovaeva differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT kudelovaeva differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT kalmanmichal differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT marcinekjuraj differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT miklusicajuraj differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT lacaludovit differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing AT lasabovazora differentialgeneexpressionofimmunityandinflammationgenesincolorectalcancerusingtargetedrnasequencing |