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Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma
BACKGROUND: Although much progress has been made in the diagnosis of early-stage lung adenocarcinoma (ES-LUAD), the prognosis for ES-LUAD patients with rapid recurrence is still poor. Importantly, there is currently no effective and precise method to screen patients who may develop rapid recurrence....
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382661/ https://www.ncbi.nlm.nih.gov/pubmed/32556504 http://dx.doi.org/10.1007/s00432-020-03287-7 |
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author | Liu, Jie Yang, Xiao Zhang, Liang Yang, Bo Rao, Wen Li, Mengxia Dai, Nan Yang, Yuxin Qian, Chengyuan Zhang, Lei Xiao, Hualiang Wang, Dong |
author_facet | Liu, Jie Yang, Xiao Zhang, Liang Yang, Bo Rao, Wen Li, Mengxia Dai, Nan Yang, Yuxin Qian, Chengyuan Zhang, Lei Xiao, Hualiang Wang, Dong |
author_sort | Liu, Jie |
collection | PubMed |
description | BACKGROUND: Although much progress has been made in the diagnosis of early-stage lung adenocarcinoma (ES-LUAD), the prognosis for ES-LUAD patients with rapid recurrence is still poor. Importantly, there is currently no effective and precise method to screen patients who may develop rapid recurrence. Therefore, it is necessary to identify potential differentially expressed genes (DEGs) in ES-LUAD patients with rapid recurrence and non-rapid recurrence. METHODS: Affymetrix GeneChip Human Transcriptome Array was used to identify DEGs between ES-LUAD patients with rapid recurrence and non-rapid recurrence. Rapid recurrence was defined as recurrence-free survival (RFS) ≦ 1 year and non-rapid recurrence was defined as RFS ≧ 3 years. The biological functions of the DEGs were analyzed by GO and KEGG pathway enrichment analyses. The protein–protein interaction (PPI) network of identified DEGs was conducted by STRING and Cytoscape software. The expression level of crucial hub genes and tumor-infiltrating lymphocytes (TILs) was verified by immunohistochemistry (IHC). RESULTS: A total of 416 DEGs were identified between ES-LUAD patients with and without rapid recurrence. The results of GO analysis revealed that 2 of the top 10 categories in the domain of cellular component, 2 of the top 10 in the domain of molecular function, and 9 of the top 10 in the domain of biological process were functionally related to immunity. The results of KEGG analysis showed that 6 of the top 8 pathways were functionally involved in immune regulation and inflammatory response. The PPI network analysis identified ten crucial nodal protein, including EGFR, MMP9, IL-1β, PTGS2, MMP1, and 5 histone proteins, which constituted 25 key interactions. IL-1β and PTGS2 expression were closely related to immunity and IHC analysis further revealed that low expression of IL-1β and PTGS2 is associated with rapid recurrence. Kaplan–Meier analysis further revealed that LUAD patients with lower IL-1β or PTGS2 expression had a worse RFS. When the TIL density of CD3(+), CD4(+), CD8(+) and CD20(+) subsets was less than 20%, ES-LUAD patients have a higher probability of rapid recurrence. CONCLUSION: There were significant differences in the expression of immune-related genes between patients with rapid recurrence and patient with non-rapid recurrence. Immune-related genes such as IL-1β and PTGS2 and TIL density (20%) play important roles in rapid recurrence of ES-LUAD. This study provided a theoretical basis for distinguishing the two types of patients from an immunological perspective. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00432-020-03287-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-7382661 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-73826612020-08-04 Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma Liu, Jie Yang, Xiao Zhang, Liang Yang, Bo Rao, Wen Li, Mengxia Dai, Nan Yang, Yuxin Qian, Chengyuan Zhang, Lei Xiao, Hualiang Wang, Dong J Cancer Res Clin Oncol Original Article – Cancer Research BACKGROUND: Although much progress has been made in the diagnosis of early-stage lung adenocarcinoma (ES-LUAD), the prognosis for ES-LUAD patients with rapid recurrence is still poor. Importantly, there is currently no effective and precise method to screen patients who may develop rapid recurrence. Therefore, it is necessary to identify potential differentially expressed genes (DEGs) in ES-LUAD patients with rapid recurrence and non-rapid recurrence. METHODS: Affymetrix GeneChip Human Transcriptome Array was used to identify DEGs between ES-LUAD patients with rapid recurrence and non-rapid recurrence. Rapid recurrence was defined as recurrence-free survival (RFS) ≦ 1 year and non-rapid recurrence was defined as RFS ≧ 3 years. The biological functions of the DEGs were analyzed by GO and KEGG pathway enrichment analyses. The protein–protein interaction (PPI) network of identified DEGs was conducted by STRING and Cytoscape software. The expression level of crucial hub genes and tumor-infiltrating lymphocytes (TILs) was verified by immunohistochemistry (IHC). RESULTS: A total of 416 DEGs were identified between ES-LUAD patients with and without rapid recurrence. The results of GO analysis revealed that 2 of the top 10 categories in the domain of cellular component, 2 of the top 10 in the domain of molecular function, and 9 of the top 10 in the domain of biological process were functionally related to immunity. The results of KEGG analysis showed that 6 of the top 8 pathways were functionally involved in immune regulation and inflammatory response. The PPI network analysis identified ten crucial nodal protein, including EGFR, MMP9, IL-1β, PTGS2, MMP1, and 5 histone proteins, which constituted 25 key interactions. IL-1β and PTGS2 expression were closely related to immunity and IHC analysis further revealed that low expression of IL-1β and PTGS2 is associated with rapid recurrence. Kaplan–Meier analysis further revealed that LUAD patients with lower IL-1β or PTGS2 expression had a worse RFS. When the TIL density of CD3(+), CD4(+), CD8(+) and CD20(+) subsets was less than 20%, ES-LUAD patients have a higher probability of rapid recurrence. CONCLUSION: There were significant differences in the expression of immune-related genes between patients with rapid recurrence and patient with non-rapid recurrence. Immune-related genes such as IL-1β and PTGS2 and TIL density (20%) play important roles in rapid recurrence of ES-LUAD. This study provided a theoretical basis for distinguishing the two types of patients from an immunological perspective. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00432-020-03287-7) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2020-06-18 2020 /pmc/articles/PMC7382661/ /pubmed/32556504 http://dx.doi.org/10.1007/s00432-020-03287-7 Text en © The Author(s) 2020 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/. |
spellingShingle | Original Article – Cancer Research Liu, Jie Yang, Xiao Zhang, Liang Yang, Bo Rao, Wen Li, Mengxia Dai, Nan Yang, Yuxin Qian, Chengyuan Zhang, Lei Xiao, Hualiang Wang, Dong Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title | Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title_full | Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title_fullStr | Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title_full_unstemmed | Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title_short | Microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
title_sort | microarray analysis of the expression profile of immune-related gene in rapid recurrence early-stage lung adenocarcinoma |
topic | Original Article – Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382661/ https://www.ncbi.nlm.nih.gov/pubmed/32556504 http://dx.doi.org/10.1007/s00432-020-03287-7 |
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