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Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma
The aim of the present study was to identify genes with similar function to that of matrix metalloproteinases (MMPs) in invasive lung adenocarcinoma (AC) and to screen the transcription factors that regulate MMPs. The gene expression dataset GSE2514, including 20 invasive lung AC samples and 19 adja...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6006458/ https://www.ncbi.nlm.nih.gov/pubmed/29928392 http://dx.doi.org/10.3892/ol.2018.8683 |
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author | Li, Weiqing Zhang, Xugang Li, Zhitian Jiang, Fusheng Zhao, Hongwei Wei, Bo |
author_facet | Li, Weiqing Zhang, Xugang Li, Zhitian Jiang, Fusheng Zhao, Hongwei Wei, Bo |
author_sort | Li, Weiqing |
collection | PubMed |
description | The aim of the present study was to identify genes with similar function to that of matrix metalloproteinases (MMPs) in invasive lung adenocarcinoma (AC) and to screen the transcription factors that regulate MMPs. The gene expression dataset GSE2514, including 20 invasive lung AC samples and 19 adjacent normal lung samples, was downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were screened using the limma package in R. Genes with similar function to MMPs were identified by K-means clustering. Their correlations with MMPs were validated using Pearson correlation analysis. The expression of MMPs in lung cancer and normal tissues was evaluated by western blot analysis. Protein-protein interaction (PPI) network and transcriptional regulatory network analyses were performed with Retrieval of Interacting Genes and Database for Annotation, Visualization and Integrated Discovery, respectively. As a result, 269 DEGs were identified between invasive lung AC samples and normal lung samples, including 78 upregulated and 191 downregulated genes. Four MMPs (MMP1, MMP7, MMP9 and MMP12), which were upregulated in lung AC, were clustered into one group with other genes, including NAD(P)H quinone oxidoreductase 1, claudin 3 (CLDN3), S100 calcium-binding protein P, serine protease inhibitor Kazal type 1, collagen type XI α 1 chain, periostin and desmoplakin (DSP), following cluster analysis. Pearson correlation analysis further confirmed correlations between MMP9-CLDN3, MMP9-DSP and MMP12-DSP. PPI network analysis also indicated multiple interactions between MMPs-associated genes. Furthermore, MMPs were commonly regulated by CCAAT/enhancer binding protein α transcription factor. These findings may provide further insight into the mechanisms of MMPs in invasive lung AC. |
format | Online Article Text |
id | pubmed-6006458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-60064582018-06-20 Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma Li, Weiqing Zhang, Xugang Li, Zhitian Jiang, Fusheng Zhao, Hongwei Wei, Bo Oncol Lett Articles The aim of the present study was to identify genes with similar function to that of matrix metalloproteinases (MMPs) in invasive lung adenocarcinoma (AC) and to screen the transcription factors that regulate MMPs. The gene expression dataset GSE2514, including 20 invasive lung AC samples and 19 adjacent normal lung samples, was downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were screened using the limma package in R. Genes with similar function to MMPs were identified by K-means clustering. Their correlations with MMPs were validated using Pearson correlation analysis. The expression of MMPs in lung cancer and normal tissues was evaluated by western blot analysis. Protein-protein interaction (PPI) network and transcriptional regulatory network analyses were performed with Retrieval of Interacting Genes and Database for Annotation, Visualization and Integrated Discovery, respectively. As a result, 269 DEGs were identified between invasive lung AC samples and normal lung samples, including 78 upregulated and 191 downregulated genes. Four MMPs (MMP1, MMP7, MMP9 and MMP12), which were upregulated in lung AC, were clustered into one group with other genes, including NAD(P)H quinone oxidoreductase 1, claudin 3 (CLDN3), S100 calcium-binding protein P, serine protease inhibitor Kazal type 1, collagen type XI α 1 chain, periostin and desmoplakin (DSP), following cluster analysis. Pearson correlation analysis further confirmed correlations between MMP9-CLDN3, MMP9-DSP and MMP12-DSP. PPI network analysis also indicated multiple interactions between MMPs-associated genes. Furthermore, MMPs were commonly regulated by CCAAT/enhancer binding protein α transcription factor. These findings may provide further insight into the mechanisms of MMPs in invasive lung AC. D.A. Spandidos 2018-07 2018-05-10 /pmc/articles/PMC6006458/ /pubmed/29928392 http://dx.doi.org/10.3892/ol.2018.8683 Text en Copyright: © Li et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Li, Weiqing Zhang, Xugang Li, Zhitian Jiang, Fusheng Zhao, Hongwei Wei, Bo Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title | Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title_full | Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title_fullStr | Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title_full_unstemmed | Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title_short | Identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
title_sort | identification of genes associated with matrix metalloproteinases in invasive lung adenocarcinoma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6006458/ https://www.ncbi.nlm.nih.gov/pubmed/29928392 http://dx.doi.org/10.3892/ol.2018.8683 |
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