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Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients
BACKGROUND: Non-smoking-related lung adenocarcinoma (LUAD) has its own characteristics. Genetic and microenvironmental differences in smoking and non-smoking LUAD patients were analyzed to elucidate the oncogenesis of non-smoking-related LUAD, which will improve our understanding of the underlying m...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481643/ https://www.ncbi.nlm.nih.gov/pubmed/32953513 http://dx.doi.org/10.21037/tlcr-20-276 |
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author | Sui, Qihai Liang, Jiaqi Hu, Zhengyang Chen, Zhencong Bi, Guoshu Huang, Yiwei Li, Ming Zhan, Cheng Lin, Zongwu Wang, Qun |
author_facet | Sui, Qihai Liang, Jiaqi Hu, Zhengyang Chen, Zhencong Bi, Guoshu Huang, Yiwei Li, Ming Zhan, Cheng Lin, Zongwu Wang, Qun |
author_sort | Sui, Qihai |
collection | PubMed |
description | BACKGROUND: Non-smoking-related lung adenocarcinoma (LUAD) has its own characteristics. Genetic and microenvironmental differences in smoking and non-smoking LUAD patients were analyzed to elucidate the oncogenesis of non-smoking-related LUAD, which will improve our understanding of the underlying molecular mechanism and be of clinical use in the future. METHODS: The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO) databases were used for clinical and genomic information. Various bioinformatics tools were used to analyze differences in somatic mutations, RNA and microRNA (miRNA) expression, immune infiltration, and stemness indices. GO, KEGG, and GSVA analyses were performed with R. A merged protein-protein interaction (PPI) network was constructed and analyzed. A miRNA-differentially expressed gene network was constructed with miRNet. qRT-PCR was used for validation of 4 most significantly differently expressed genes and 2 miRNAs in tumor samples obtained from 20 pairs of non-smoking and smoking patients. RESULTS: Five hundred and one patients with LUAD were obtained, including 210 in the non-smoking group and 292 in the smoking group. A total of 174 significantly altered somatic mutations were detected, including mutations in tumor protein p53 and epidermal growth factor receptor, which were downregulated in non-smoking-related LUAD. At the RNA level, 231 significantly differentially expressed genes were obtained; 124 were upregulated and 107 downregulated in the non-smoking group. GSVA analysis revealed 42 significant pathways. Other functional and enrichment analyses of somatic mutations and RNA expression levels revealed that these genes were significantly enriched in receptor activity regulation and receptor binding. Differences in microenvironments including immune infiltration (e.g., CD8(+) T cells and resting mast cells) and stemness indices were also found between groups. A 79-pair interaction was found between differentially expressed genes and miRNAs, of which miR-335-5p and miR-34a-5p were located in the center. Twenty-one genes, including vitronectin, neurotensin, and neuronatin, were differentially expressed in both non-smoking LUAD patients and DMSO-treated A549 cells. And the different expression of neurotensin, neuronatin, trefoil factor family2, regenerating family member 4, miR-377-5p, miR-34a were verified with the same tendency in our own samples. CONCLUSIONS: Non-smoking LUAD patients, compared to smokers, have different characteristics in terms of somatic mutation, gene, and miRNA expression and the microenvironment, indicating a diverse mechanism of oncogenesis. |
format | Online Article Text |
id | pubmed-7481643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-74816432020-09-17 Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients Sui, Qihai Liang, Jiaqi Hu, Zhengyang Chen, Zhencong Bi, Guoshu Huang, Yiwei Li, Ming Zhan, Cheng Lin, Zongwu Wang, Qun Transl Lung Cancer Res Original Article BACKGROUND: Non-smoking-related lung adenocarcinoma (LUAD) has its own characteristics. Genetic and microenvironmental differences in smoking and non-smoking LUAD patients were analyzed to elucidate the oncogenesis of non-smoking-related LUAD, which will improve our understanding of the underlying molecular mechanism and be of clinical use in the future. METHODS: The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO) databases were used for clinical and genomic information. Various bioinformatics tools were used to analyze differences in somatic mutations, RNA and microRNA (miRNA) expression, immune infiltration, and stemness indices. GO, KEGG, and GSVA analyses were performed with R. A merged protein-protein interaction (PPI) network was constructed and analyzed. A miRNA-differentially expressed gene network was constructed with miRNet. qRT-PCR was used for validation of 4 most significantly differently expressed genes and 2 miRNAs in tumor samples obtained from 20 pairs of non-smoking and smoking patients. RESULTS: Five hundred and one patients with LUAD were obtained, including 210 in the non-smoking group and 292 in the smoking group. A total of 174 significantly altered somatic mutations were detected, including mutations in tumor protein p53 and epidermal growth factor receptor, which were downregulated in non-smoking-related LUAD. At the RNA level, 231 significantly differentially expressed genes were obtained; 124 were upregulated and 107 downregulated in the non-smoking group. GSVA analysis revealed 42 significant pathways. Other functional and enrichment analyses of somatic mutations and RNA expression levels revealed that these genes were significantly enriched in receptor activity regulation and receptor binding. Differences in microenvironments including immune infiltration (e.g., CD8(+) T cells and resting mast cells) and stemness indices were also found between groups. A 79-pair interaction was found between differentially expressed genes and miRNAs, of which miR-335-5p and miR-34a-5p were located in the center. Twenty-one genes, including vitronectin, neurotensin, and neuronatin, were differentially expressed in both non-smoking LUAD patients and DMSO-treated A549 cells. And the different expression of neurotensin, neuronatin, trefoil factor family2, regenerating family member 4, miR-377-5p, miR-34a were verified with the same tendency in our own samples. CONCLUSIONS: Non-smoking LUAD patients, compared to smokers, have different characteristics in terms of somatic mutation, gene, and miRNA expression and the microenvironment, indicating a diverse mechanism of oncogenesis. AME Publishing Company 2020-08 /pmc/articles/PMC7481643/ /pubmed/32953513 http://dx.doi.org/10.21037/tlcr-20-276 Text en 2020 Translational Lung Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Sui, Qihai Liang, Jiaqi Hu, Zhengyang Chen, Zhencong Bi, Guoshu Huang, Yiwei Li, Ming Zhan, Cheng Lin, Zongwu Wang, Qun Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title | Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title_full | Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title_fullStr | Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title_full_unstemmed | Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title_short | Genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
title_sort | genetic and microenvironmental differences in non-smoking lung adenocarcinoma patients compared with smoking patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481643/ https://www.ncbi.nlm.nih.gov/pubmed/32953513 http://dx.doi.org/10.21037/tlcr-20-276 |
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