Cargando…

miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis

BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a highly aggressive malignancy. The aims of the present study were to screen the critical miRNA and corresponding target genes that related to development of ESCC by weighted gene correlation network analysis (WGCNA) and investigate the functi...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Wanpeng, Fu, Sengwang, Lin, Xiaolu, Zheng, Jinhui, Pu, Juan, Gu, Yun, Deng, Weijun, Liu, Yanyan, He, Zhongxiang, Liang, Wei, Wang, Chengshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6799829/
https://www.ncbi.nlm.nih.gov/pubmed/31686859
http://dx.doi.org/10.2147/OTT.S220823
_version_ 1783460375420731392
author Wang, Wanpeng
Fu, Sengwang
Lin, Xiaolu
Zheng, Jinhui
Pu, Juan
Gu, Yun
Deng, Weijun
Liu, Yanyan
He, Zhongxiang
Liang, Wei
Wang, Chengshi
author_facet Wang, Wanpeng
Fu, Sengwang
Lin, Xiaolu
Zheng, Jinhui
Pu, Juan
Gu, Yun
Deng, Weijun
Liu, Yanyan
He, Zhongxiang
Liang, Wei
Wang, Chengshi
author_sort Wang, Wanpeng
collection PubMed
description BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a highly aggressive malignancy. The aims of the present study were to screen the critical miRNA and corresponding target genes that related to development of ESCC by weighted gene correlation network analysis (WGCNA) and investigate the functions by experimental validation. METHODS: Datasets of mRNA and miRNA expression data were downloaded from GEO. The R software was used for data preprocessing and differential expression gene analysis. The differentially expressed protein-coding genes (DEGs) and miRNAs (DEMs) were selected (FDR <0.05 or |Fold Change (FC)| >1.5). Meanwhile, 81 expression data of ESCC patients in TCGA combined with clinic information were applied by WGCNA to create networks. The correlational analyses between each module and clinical parameters were conducted, and enrichment analyses of GO and KEGG were subsequently performed. Then, a series of experiments were conducted in ESCC cells by use of miRNA mimics. RESULTS: In total, 4,023 DEGs and 328 DEMs were screened. After checking good genes and samples, 3,841 genes (3,696 DEGs and 145 DEMs) were used for WGCNA. As a consequence, altogether 11 gene modules were found. Among them, the brown modules were found to be strongly inversely associated with pathological grade. Meanwhile, has-mir-92b, the only miRNA in brown module, had a positive correlation with grade and negatively correlated with potential target gene (KFL4 and DCS2) in the same module. Furthermore, an increased expression of miR-92b-3p and down-regulated KLF4 and DSC2 protein was detected in the ESCC clinical samples. Up-regulated miR-92b-3p shortened G0/G1 phase and promote ESCC cells invasion and migration. Furthermore, we verified that DSC2 and KFL4 was target genes of miR-92b-3p by luciferase report assay. CONCLUSION: WGCNA is an efficient approach to system biology. By this procedure, miR-92b-3p was identified as an ESCC-promoting gene by target KLF4 and DCS2.
format Online
Article
Text
id pubmed-6799829
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-67998292019-11-04 miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis Wang, Wanpeng Fu, Sengwang Lin, Xiaolu Zheng, Jinhui Pu, Juan Gu, Yun Deng, Weijun Liu, Yanyan He, Zhongxiang Liang, Wei Wang, Chengshi Onco Targets Ther Original Research BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a highly aggressive malignancy. The aims of the present study were to screen the critical miRNA and corresponding target genes that related to development of ESCC by weighted gene correlation network analysis (WGCNA) and investigate the functions by experimental validation. METHODS: Datasets of mRNA and miRNA expression data were downloaded from GEO. The R software was used for data preprocessing and differential expression gene analysis. The differentially expressed protein-coding genes (DEGs) and miRNAs (DEMs) were selected (FDR <0.05 or |Fold Change (FC)| >1.5). Meanwhile, 81 expression data of ESCC patients in TCGA combined with clinic information were applied by WGCNA to create networks. The correlational analyses between each module and clinical parameters were conducted, and enrichment analyses of GO and KEGG were subsequently performed. Then, a series of experiments were conducted in ESCC cells by use of miRNA mimics. RESULTS: In total, 4,023 DEGs and 328 DEMs were screened. After checking good genes and samples, 3,841 genes (3,696 DEGs and 145 DEMs) were used for WGCNA. As a consequence, altogether 11 gene modules were found. Among them, the brown modules were found to be strongly inversely associated with pathological grade. Meanwhile, has-mir-92b, the only miRNA in brown module, had a positive correlation with grade and negatively correlated with potential target gene (KFL4 and DCS2) in the same module. Furthermore, an increased expression of miR-92b-3p and down-regulated KLF4 and DSC2 protein was detected in the ESCC clinical samples. Up-regulated miR-92b-3p shortened G0/G1 phase and promote ESCC cells invasion and migration. Furthermore, we verified that DSC2 and KFL4 was target genes of miR-92b-3p by luciferase report assay. CONCLUSION: WGCNA is an efficient approach to system biology. By this procedure, miR-92b-3p was identified as an ESCC-promoting gene by target KLF4 and DCS2. Dove 2019-10-14 /pmc/articles/PMC6799829/ /pubmed/31686859 http://dx.doi.org/10.2147/OTT.S220823 Text en © 2019 Wang et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Wang, Wanpeng
Fu, Sengwang
Lin, Xiaolu
Zheng, Jinhui
Pu, Juan
Gu, Yun
Deng, Weijun
Liu, Yanyan
He, Zhongxiang
Liang, Wei
Wang, Chengshi
miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title_full miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title_fullStr miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title_full_unstemmed miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title_short miR-92b-3p Functions As A Key Gene In Esophageal Squamous Cell Cancer As Determined By Co-Expression Analysis
title_sort mir-92b-3p functions as a key gene in esophageal squamous cell cancer as determined by co-expression analysis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6799829/
https://www.ncbi.nlm.nih.gov/pubmed/31686859
http://dx.doi.org/10.2147/OTT.S220823
work_keys_str_mv AT wangwanpeng mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT fusengwang mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT linxiaolu mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT zhengjinhui mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT pujuan mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT guyun mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT dengweijun mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT liuyanyan mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT hezhongxiang mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT liangwei mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis
AT wangchengshi mir92b3pfunctionsasakeygeneinesophagealsquamouscellcancerasdeterminedbycoexpressionanalysis