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Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma
Laryngeal cancer (LC) is a malignant tumor that occurs in the head and neck. Laryngeal cancer is one of the most common cancers of the neck and head, and its prognosis has always been poor. The incidence of LC increased gradually and showed an early rising trend. Laryngeal cancer is rarely studied i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857365/ https://www.ncbi.nlm.nih.gov/pubmed/36701711 http://dx.doi.org/10.1097/MD.0000000000032548 |
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author | Han, Xue Cheng, Xiaowen Dai, Kaiqi Bao, Wenyu Ding, Ran Wan, Yufeng |
author_facet | Han, Xue Cheng, Xiaowen Dai, Kaiqi Bao, Wenyu Ding, Ran Wan, Yufeng |
author_sort | Han, Xue |
collection | PubMed |
description | Laryngeal cancer (LC) is a malignant tumor that occurs in the head and neck. Laryngeal cancer is one of the most common cancers of the neck and head, and its prognosis has always been poor. The incidence of LC increased gradually and showed an early rising trend. Laryngeal cancer is rarely studied in relation to immunity, Malignant tumors will change the state of the human body in various ways to adapt to their own survival and avoid the immune system. This study aims to explore the immune molecular mechanism of laryngeal cancer through bioinformatics analysis. The gene expression data was downloaded for 3 microarray datasets: GSE27020, GSE59102, and GSE51985. CIBERSORT algorithm was performed to evaluate immune cell infiltration in tissues between LC and healthy control (HC). Differentially expressed genes (DEGs) were screened. Functional correlation of DEGs were analyzed by Gene Ontology, Gene Set Enrichment Analysis and Kyoto encyclopedia of genes and genomes. Candidate biomarkers were identified by cytoHubba of Cytoscape. Spearman correlations between the above biomarkers and infiltrating immune cells were explored using R software analysis. The immune cell types of LC and HC were significantly different. Twenty-one DEGs were obtained by cross-screening. The function of DEGs is closely related to the number of immune cells. Five central genes (TNNT3, TNNI2, Desmin, matrix metallopeptidase 9 and cytotoxic T lymphocyte antigen 4) were screened. The HUB gene was demonstrated to have the ability to diagnose LC and HC with good specificity and sensitivity. The correlation between immune cells and biomarkers showed that hub gene was positively correlated with macrophages and dendritic cells, and negatively correlated with CD4 + T cell. TNNT3, TNNI2, Desmin, matrix metallopeptidase 9 and cytotoxic T lymphocyte antigen 4 can be used as diagnostic biomarker for LC. Macrophages, dendritic cells and CD4 + T cell may participate in the occurrence and development of LC. |
format | Online Article Text |
id | pubmed-9857365 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-98573652023-01-24 Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma Han, Xue Cheng, Xiaowen Dai, Kaiqi Bao, Wenyu Ding, Ran Wan, Yufeng Medicine (Baltimore) 6000 Laryngeal cancer (LC) is a malignant tumor that occurs in the head and neck. Laryngeal cancer is one of the most common cancers of the neck and head, and its prognosis has always been poor. The incidence of LC increased gradually and showed an early rising trend. Laryngeal cancer is rarely studied in relation to immunity, Malignant tumors will change the state of the human body in various ways to adapt to their own survival and avoid the immune system. This study aims to explore the immune molecular mechanism of laryngeal cancer through bioinformatics analysis. The gene expression data was downloaded for 3 microarray datasets: GSE27020, GSE59102, and GSE51985. CIBERSORT algorithm was performed to evaluate immune cell infiltration in tissues between LC and healthy control (HC). Differentially expressed genes (DEGs) were screened. Functional correlation of DEGs were analyzed by Gene Ontology, Gene Set Enrichment Analysis and Kyoto encyclopedia of genes and genomes. Candidate biomarkers were identified by cytoHubba of Cytoscape. Spearman correlations between the above biomarkers and infiltrating immune cells were explored using R software analysis. The immune cell types of LC and HC were significantly different. Twenty-one DEGs were obtained by cross-screening. The function of DEGs is closely related to the number of immune cells. Five central genes (TNNT3, TNNI2, Desmin, matrix metallopeptidase 9 and cytotoxic T lymphocyte antigen 4) were screened. The HUB gene was demonstrated to have the ability to diagnose LC and HC with good specificity and sensitivity. The correlation between immune cells and biomarkers showed that hub gene was positively correlated with macrophages and dendritic cells, and negatively correlated with CD4 + T cell. TNNT3, TNNI2, Desmin, matrix metallopeptidase 9 and cytotoxic T lymphocyte antigen 4 can be used as diagnostic biomarker for LC. Macrophages, dendritic cells and CD4 + T cell may participate in the occurrence and development of LC. Lippincott Williams & Wilkins 2023-01-20 /pmc/articles/PMC9857365/ /pubmed/36701711 http://dx.doi.org/10.1097/MD.0000000000032548 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. |
spellingShingle | 6000 Han, Xue Cheng, Xiaowen Dai, Kaiqi Bao, Wenyu Ding, Ran Wan, Yufeng Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title | Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title_full | Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title_fullStr | Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title_full_unstemmed | Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title_short | Identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
title_sort | identification of immunocell infiltrates and effective diagnostic biomarkers in laryngeal carcinoma |
topic | 6000 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857365/ https://www.ncbi.nlm.nih.gov/pubmed/36701711 http://dx.doi.org/10.1097/MD.0000000000032548 |
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