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Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma

BACKGROUND: This study aimed to investigate the gene expression changes associated with carcinoma-associated fibroblasts (CAFs) involving in non-small cell lung carcinoma (NSCLC). METHODS: We downloaded the GEO series GSE22862, which contained matched gene expression values for 15 CAF and normal fib...

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Autores principales: Wu, Xiaofen, Ruan, Lei, Yang, Yi, Mei, Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5322592/
https://www.ncbi.nlm.nih.gov/pubmed/28231844
http://dx.doi.org/10.1186/s40659-017-0108-9
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author Wu, Xiaofen
Ruan, Lei
Yang, Yi
Mei, Qi
author_facet Wu, Xiaofen
Ruan, Lei
Yang, Yi
Mei, Qi
author_sort Wu, Xiaofen
collection PubMed
description BACKGROUND: This study aimed to investigate the gene expression changes associated with carcinoma-associated fibroblasts (CAFs) involving in non-small cell lung carcinoma (NSCLC). METHODS: We downloaded the GEO series GSE22862, which contained matched gene expression values for 15 CAF and normal fibroblasts samples, and series GSE27289 containing SNP genotyping for four matched NSCLC samples. The differentially expressed genes in CAF samples were identified using the limma package in R. Then we performed gene ontology (GO) and pathway enrichment analysis and protein–protein interaction (PPI) network construction using the identified DEGs. Moreover, aberrant cell fraction, ploidy, allele-specific copy number, and loss of heterozygosity (LOH) within CAF cells were analyzed using the allele-specific copy number analysis. RESULTS: We obtained 545 differentially expressed genes between CAF and normal fibroblasts samples. The up-regulated genes are mainly involved in GO terms such as positive regulation of cell migration and extracellular region, while the down-regulated genes participate in the lung development and extracellular region. Multiple genes including bone morphogenetic protein 4 (BMP4) and transforming growth factor, beta 3 (TGFB3) are involved in the TGF-β signaling pathway. Genes including BMP4, TGFBI and matrix Gla protein (MGP) were hub genes. Moreover, no LOH event for BMP4 and MGP was found, that for sphingosine kinase 1 (SPHK1) was 70%, and for TGFBI was 40%. CONCLUSION: Our data suggested that BMP4, MGP, TGFBI, and SPHK1 may be important in CAFs-associated NSCLC, and the abnormal expression and high LOH frequency of them may be used as the diagnosis targets of CAFs in NSCLC.
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spelling pubmed-53225922017-03-01 Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma Wu, Xiaofen Ruan, Lei Yang, Yi Mei, Qi Biol Res Research Article BACKGROUND: This study aimed to investigate the gene expression changes associated with carcinoma-associated fibroblasts (CAFs) involving in non-small cell lung carcinoma (NSCLC). METHODS: We downloaded the GEO series GSE22862, which contained matched gene expression values for 15 CAF and normal fibroblasts samples, and series GSE27289 containing SNP genotyping for four matched NSCLC samples. The differentially expressed genes in CAF samples were identified using the limma package in R. Then we performed gene ontology (GO) and pathway enrichment analysis and protein–protein interaction (PPI) network construction using the identified DEGs. Moreover, aberrant cell fraction, ploidy, allele-specific copy number, and loss of heterozygosity (LOH) within CAF cells were analyzed using the allele-specific copy number analysis. RESULTS: We obtained 545 differentially expressed genes between CAF and normal fibroblasts samples. The up-regulated genes are mainly involved in GO terms such as positive regulation of cell migration and extracellular region, while the down-regulated genes participate in the lung development and extracellular region. Multiple genes including bone morphogenetic protein 4 (BMP4) and transforming growth factor, beta 3 (TGFB3) are involved in the TGF-β signaling pathway. Genes including BMP4, TGFBI and matrix Gla protein (MGP) were hub genes. Moreover, no LOH event for BMP4 and MGP was found, that for sphingosine kinase 1 (SPHK1) was 70%, and for TGFBI was 40%. CONCLUSION: Our data suggested that BMP4, MGP, TGFBI, and SPHK1 may be important in CAFs-associated NSCLC, and the abnormal expression and high LOH frequency of them may be used as the diagnosis targets of CAFs in NSCLC. BioMed Central 2017-02-23 /pmc/articles/PMC5322592/ /pubmed/28231844 http://dx.doi.org/10.1186/s40659-017-0108-9 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Wu, Xiaofen
Ruan, Lei
Yang, Yi
Mei, Qi
Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title_full Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title_fullStr Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title_full_unstemmed Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title_short Analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
title_sort analysis of gene expression changes associated with human carcinoma-associated fibroblasts in non-small cell lung carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5322592/
https://www.ncbi.nlm.nih.gov/pubmed/28231844
http://dx.doi.org/10.1186/s40659-017-0108-9
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