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Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study
BACKGROUND: Lung cancer is a leading cause of morbidity diseases worldwide, but the key mechanisms of lung cancer remain elusive. This study aims to integrate of GSE 118370 and GSE 32863 profile and identify the key genes and pathway involved in human lung adenocarcinoma. METHODS: R software (RStudi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581154/ https://www.ncbi.nlm.nih.gov/pubmed/33120770 http://dx.doi.org/10.1097/MD.0000000000022727 |
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author | Hua, Peiyan Zhang, Yan Jin, Chengyan Zhang, Guangxin Wang, Bin |
author_facet | Hua, Peiyan Zhang, Yan Jin, Chengyan Zhang, Guangxin Wang, Bin |
author_sort | Hua, Peiyan |
collection | PubMed |
description | BACKGROUND: Lung cancer is a leading cause of morbidity diseases worldwide, but the key mechanisms of lung cancer remain elusive. This study aims to integrate of GSE 118370 and GSE 32863 profile and identify the key genes and pathway involved in human lung adenocarcinoma. METHODS: R software (RStudio, Version info: R 3.2.3, Forrester, USA) were utilized to find the differentially expressed genes. All the differentially expressed genes were analyzed by gene ontology, kyoto encyclopedia of genes and genomes. Protein-protein interaction networks were constructed by STRING database and analyzed by Cytohubber and Module. The cancer genome atlas database was used to verification the expression of hub genes. Quantitative reverse transcription-PCR was used to verify the bio-information results. RESULTS: Sixty-four lung adenocarcinoma and 64 adjacent normal tissues were used for integration analysis. Five hundred ninety-nine co-expression genes were locked. Biological processes mainly enriched in angiogenesis. Cellular component focused on extracellular exosome and molecular function aimed on protein disulfide isomerase activity. Cytohubber analysis showed that GNG11, FPR2, P4HB, PIK3R1, CDC20, ADCY4, TIMP1, IL6, CXC chemokine ligand (CXCL)12, and GAS6 acted as the hub genes during lung adenocarcinoma. Module analysis presented Chemokine signaling pathway was a key pathway. Quantitative reverse transcription-PCR showed that the expression level of GNG11, FPR2, PIK3R1, ADCY4, IL6, CXCL12, and GAS6 were significantly decreased and P4HB, CDC20 and TIMP1 were increased in human adenocarcinoma tissues (P < .05). The cancer genome atlas online analysis showed GNG11 was not associated with survival. CONCLUSIONS: This study firstly reported GNG11 acting as a hub gene in adenocarcinoma. GNG11 could be used as a biomarker for human adenocarcinoma. Chemokine signaling pathway might play important roles in lung adenocarcinoma. |
format | Online Article Text |
id | pubmed-7581154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-75811542020-10-30 Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study Hua, Peiyan Zhang, Yan Jin, Chengyan Zhang, Guangxin Wang, Bin Medicine (Baltimore) 7100 BACKGROUND: Lung cancer is a leading cause of morbidity diseases worldwide, but the key mechanisms of lung cancer remain elusive. This study aims to integrate of GSE 118370 and GSE 32863 profile and identify the key genes and pathway involved in human lung adenocarcinoma. METHODS: R software (RStudio, Version info: R 3.2.3, Forrester, USA) were utilized to find the differentially expressed genes. All the differentially expressed genes were analyzed by gene ontology, kyoto encyclopedia of genes and genomes. Protein-protein interaction networks were constructed by STRING database and analyzed by Cytohubber and Module. The cancer genome atlas database was used to verification the expression of hub genes. Quantitative reverse transcription-PCR was used to verify the bio-information results. RESULTS: Sixty-four lung adenocarcinoma and 64 adjacent normal tissues were used for integration analysis. Five hundred ninety-nine co-expression genes were locked. Biological processes mainly enriched in angiogenesis. Cellular component focused on extracellular exosome and molecular function aimed on protein disulfide isomerase activity. Cytohubber analysis showed that GNG11, FPR2, P4HB, PIK3R1, CDC20, ADCY4, TIMP1, IL6, CXC chemokine ligand (CXCL)12, and GAS6 acted as the hub genes during lung adenocarcinoma. Module analysis presented Chemokine signaling pathway was a key pathway. Quantitative reverse transcription-PCR showed that the expression level of GNG11, FPR2, PIK3R1, ADCY4, IL6, CXCL12, and GAS6 were significantly decreased and P4HB, CDC20 and TIMP1 were increased in human adenocarcinoma tissues (P < .05). The cancer genome atlas online analysis showed GNG11 was not associated with survival. CONCLUSIONS: This study firstly reported GNG11 acting as a hub gene in adenocarcinoma. GNG11 could be used as a biomarker for human adenocarcinoma. Chemokine signaling pathway might play important roles in lung adenocarcinoma. Lippincott Williams & Wilkins 2020-10-23 /pmc/articles/PMC7581154/ /pubmed/33120770 http://dx.doi.org/10.1097/MD.0000000000022727 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. http://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), 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. http://creativecommons.org/licenses/by-nc/4.0 |
spellingShingle | 7100 Hua, Peiyan Zhang, Yan Jin, Chengyan Zhang, Guangxin Wang, Bin Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title | Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title_full | Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title_fullStr | Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title_full_unstemmed | Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title_short | Integration of gene profile to explore the hub genes of lung adenocarcinoma: A quasi-experimental study |
title_sort | integration of gene profile to explore the hub genes of lung adenocarcinoma: a quasi-experimental study |
topic | 7100 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7581154/ https://www.ncbi.nlm.nih.gov/pubmed/33120770 http://dx.doi.org/10.1097/MD.0000000000022727 |
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