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Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study
The prevalence of lung cancer induced by cigarette smoking has increased over time. Long noncoding (lnc) RNAs, regulatory factors that play a role in human diseases, are commonly dysregulated in lung cancer. Cigarette smoking is closely related to changes in lncRNA expression, which can affect lung...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070410/ https://www.ncbi.nlm.nih.gov/pubmed/35529255 http://dx.doi.org/10.1155/2022/7169353 |
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author | Ge, Lei Zhao, Shishun Sun, Jianguo Cheng, Jianhua Wang, Shaokun |
author_facet | Ge, Lei Zhao, Shishun Sun, Jianguo Cheng, Jianhua Wang, Shaokun |
author_sort | Ge, Lei |
collection | PubMed |
description | The prevalence of lung cancer induced by cigarette smoking has increased over time. Long noncoding (lnc) RNAs, regulatory factors that play a role in human diseases, are commonly dysregulated in lung cancer. Cigarette smoking is closely related to changes in lncRNA expression, which can affect lung cancer. Herein, we assess the mechanism of lung cancer initiation induced by smoking. To calculate the impact of smoking on the survival of patients with lung cancer, we extracted data from The Cancer Genome Atlas and Gene Expression Omnibus databases and identified the differentially expressed genes in the lung cancer tissue compared to the normal lung tissue. Genes positively and negatively associated with smoking were identified. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and Cytoscape analyses were performed to determine the function of the genes and the effects of smoking on the immune microenvironment. lncRNAs corresponding to smoking-associated genes were identified, and a smoking-related lncRNA model was constructed using univariate and multivariate Cox analyses. This model was used to assess the survival of and potential risk in patients who smoked. During screening, 562 differentially expressed genes were identified, and we elucidated that smoking affected the survival of patients 4.5 years after the diagnosis of lung cancer. Furthermore, genes negatively associated with smoking were closely associated with immunity. Twelve immune cell types were also found to infiltrate differentially in smokers and nonsmokers. Thus, the smoking-associated lncRNA model is a good predictor of survival and risk in smokers and may be used as an independent prognostic factor for lung cancer. |
format | Online Article Text |
id | pubmed-9070410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-90704102022-05-05 Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study Ge, Lei Zhao, Shishun Sun, Jianguo Cheng, Jianhua Wang, Shaokun Comput Math Methods Med Research Article The prevalence of lung cancer induced by cigarette smoking has increased over time. Long noncoding (lnc) RNAs, regulatory factors that play a role in human diseases, are commonly dysregulated in lung cancer. Cigarette smoking is closely related to changes in lncRNA expression, which can affect lung cancer. Herein, we assess the mechanism of lung cancer initiation induced by smoking. To calculate the impact of smoking on the survival of patients with lung cancer, we extracted data from The Cancer Genome Atlas and Gene Expression Omnibus databases and identified the differentially expressed genes in the lung cancer tissue compared to the normal lung tissue. Genes positively and negatively associated with smoking were identified. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and Cytoscape analyses were performed to determine the function of the genes and the effects of smoking on the immune microenvironment. lncRNAs corresponding to smoking-associated genes were identified, and a smoking-related lncRNA model was constructed using univariate and multivariate Cox analyses. This model was used to assess the survival of and potential risk in patients who smoked. During screening, 562 differentially expressed genes were identified, and we elucidated that smoking affected the survival of patients 4.5 years after the diagnosis of lung cancer. Furthermore, genes negatively associated with smoking were closely associated with immunity. Twelve immune cell types were also found to infiltrate differentially in smokers and nonsmokers. Thus, the smoking-associated lncRNA model is a good predictor of survival and risk in smokers and may be used as an independent prognostic factor for lung cancer. Hindawi 2022-04-30 /pmc/articles/PMC9070410/ /pubmed/35529255 http://dx.doi.org/10.1155/2022/7169353 Text en Copyright © 2022 Lei Ge et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ge, Lei Zhao, Shishun Sun, Jianguo Cheng, Jianhua Wang, Shaokun Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title | Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title_full | Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title_fullStr | Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title_full_unstemmed | Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title_short | Role of Long Noncoding RNAs in Smoking-Induced Lung Cancer: An In Silico Study |
title_sort | role of long noncoding rnas in smoking-induced lung cancer: an in silico study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070410/ https://www.ncbi.nlm.nih.gov/pubmed/35529255 http://dx.doi.org/10.1155/2022/7169353 |
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