Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR

Abstract Background To examine the clinical value of miR-198-5p in lung squamous cell carcinoma (LUSC). Methods Gene Expression Omnibus (GEO) microarray datasets were used to explore the miR-198-5p expression and its diagnostic value in LUSC. Real-time reverse transcription quantitative polymerase c...

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Main Authors: Yue-ya Liang, Jia-cheng Huang, Rui-xue Tang, Wen-jie Chen, Peng Chen, Wei-luan Cen, Ke Shi, Li Gao, Xiang Gao, An-gui Liu, Xiao-tong Peng, Gang Chen, Su-ning Huang, Ye-ying Fang, Yong-yao Gu
Format: Article
Language:English
Published: BMC 2018-02-01
Series:World Journal of Surgical Oncology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12957-018-1320-y
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record_format Article
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language English
format Article
sources DOAJ
author Yue-ya Liang
Jia-cheng Huang
Rui-xue Tang
Wen-jie Chen
Peng Chen
Wei-luan Cen
Ke Shi
Li Gao
Xiang Gao
An-gui Liu
Xiao-tong Peng
Gang Chen
Su-ning Huang
Ye-ying Fang
Yong-yao Gu
spellingShingle Yue-ya Liang
Jia-cheng Huang
Rui-xue Tang
Wen-jie Chen
Peng Chen
Wei-luan Cen
Ke Shi
Li Gao
Xiang Gao
An-gui Liu
Xiao-tong Peng
Gang Chen
Su-ning Huang
Ye-ying Fang
Yong-yao Gu
Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
World Journal of Surgical Oncology
MiR-198-5p
Expression
Lung squamous cell carcinoma
Target genes
Bioinformatics
author_facet Yue-ya Liang
Jia-cheng Huang
Rui-xue Tang
Wen-jie Chen
Peng Chen
Wei-luan Cen
Ke Shi
Li Gao
Xiang Gao
An-gui Liu
Xiao-tong Peng
Gang Chen
Su-ning Huang
Ye-ying Fang
Yong-yao Gu
author_sort Yue-ya Liang
title Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
title_short Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
title_full Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
title_fullStr Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
title_full_unstemmed Clinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCR
title_sort clinical value of mir-198-5p in lung squamous cell carcinoma assessed using microarray and rt-qpcr
publisher BMC
series World Journal of Surgical Oncology
issn 1477-7819
publishDate 2018-02-01
description Abstract Background To examine the clinical value of miR-198-5p in lung squamous cell carcinoma (LUSC). Methods Gene Expression Omnibus (GEO) microarray datasets were used to explore the miR-198-5p expression and its diagnostic value in LUSC. Real-time reverse transcription quantitative polymerase chain reaction was used to evaluate the expression of miR-198-5p in 23 formalin-fixed, paraffin-embedded (FFPE) LUSC tissues and corresponding non-cancerous tissues. The correlation between miR-198-5p expression and clinic pathological features was assessed. Meanwhile, putative target messenger RNAs of miR-198-5p were identified based on the analysis of differentially expressed genes in the Cancer Genome Atlas (TCGA) and 12 miRNA prediction tools. Subsequently, the putative target genes were sent to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses. Results MiR-198-5p was low expressed in LUSC tissues. The combined standard mean difference (SMD) values of miR-198-5p expression based on GEO datasets were − 0.30 (95% confidence interval (CI) − 0.54, − 0.06) and − 0.39 (95% CI − 0.83, 0.05) using fixed effect model and random effect model, respectively. The sensitivity and specificity were not sufficiently high, as the area under the curve (AUC) was 0.7749 (Q* = 0.7143) based on summarized receiver operating characteristic (SROC) curves constructed using GEO datasets. Based on the in-house RT-qPCR, miR-198-5p expression was 4.3826 ± 1.7660 in LUSC tissues and 4.4522 ± 1.8263 in adjacent normal tissues (P = 0.885). The expression of miR-198-5p was significantly higher in patients with early TNM stages (I-II) than that in cases with advanced TNM stages (III-IV) (5.4400 ± 1.5277 vs 3.5690 ± 1.5228, P = 0.008). Continuous variable-based meta-analysis of GEO and PCR data displayed the SMD values of − 0.26 (95% CI − 0.48, − 0.04) and − 0.34 (95% CI − 0.71, 0.04) based on fixed and random effect models, respectively. As for the diagnostic value of miR-198-5p, the AUC based on the SROC curve using GEO and PCR data was 0.7351 (Q* = 0.6812). In total, 542 genes were identified as the targets of miR-198-5p. The most enriched Gene Ontology terms were epidermis development among biological processes, cell junction among cellular components, and protein dimerization activity among molecule functions. The pathway of non-small cell lung cancer was the most significant pathway identified using Kyoto Encyclopedia of Genes and Genomes analysis. Conclusion The expression of miR-198-5p is related to the TNM stage. Thus, miR-198-5p might play an important role via its target genes in LUSC.
topic MiR-198-5p
Expression
Lung squamous cell carcinoma
Target genes
Bioinformatics
url http://link.springer.com/article/10.1186/s12957-018-1320-y
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spelling doaj-b931a161c0d84fea88c58541e0c594d02020-11-25T00:44:22ZengBMCWorld Journal of Surgical Oncology1477-78192018-02-0116112010.1186/s12957-018-1320-yClinical value of miR-198-5p in lung squamous cell carcinoma assessed using microarray and RT-qPCRYue-ya Liang0Jia-cheng Huang1Rui-xue Tang2Wen-jie Chen3Peng Chen4Wei-luan Cen5Ke Shi6Li Gao7Xiang Gao8An-gui Liu9Xiao-tong Peng10Gang Chen11Su-ning Huang12Ye-ying Fang13Yong-yao Gu14Department of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Radiotherapy, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Radiotherapy, First Affiliated Hospital of Guangxi Medical UniversityDepartment of Pathology, First Affiliated Hospital of Guangxi Medical UniversityAbstract Background To examine the clinical value of miR-198-5p in lung squamous cell carcinoma (LUSC). Methods Gene Expression Omnibus (GEO) microarray datasets were used to explore the miR-198-5p expression and its diagnostic value in LUSC. Real-time reverse transcription quantitative polymerase chain reaction was used to evaluate the expression of miR-198-5p in 23 formalin-fixed, paraffin-embedded (FFPE) LUSC tissues and corresponding non-cancerous tissues. The correlation between miR-198-5p expression and clinic pathological features was assessed. Meanwhile, putative target messenger RNAs of miR-198-5p were identified based on the analysis of differentially expressed genes in the Cancer Genome Atlas (TCGA) and 12 miRNA prediction tools. Subsequently, the putative target genes were sent to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses. Results MiR-198-5p was low expressed in LUSC tissues. The combined standard mean difference (SMD) values of miR-198-5p expression based on GEO datasets were − 0.30 (95% confidence interval (CI) − 0.54, − 0.06) and − 0.39 (95% CI − 0.83, 0.05) using fixed effect model and random effect model, respectively. The sensitivity and specificity were not sufficiently high, as the area under the curve (AUC) was 0.7749 (Q* = 0.7143) based on summarized receiver operating characteristic (SROC) curves constructed using GEO datasets. Based on the in-house RT-qPCR, miR-198-5p expression was 4.3826 ± 1.7660 in LUSC tissues and 4.4522 ± 1.8263 in adjacent normal tissues (P = 0.885). The expression of miR-198-5p was significantly higher in patients with early TNM stages (I-II) than that in cases with advanced TNM stages (III-IV) (5.4400 ± 1.5277 vs 3.5690 ± 1.5228, P = 0.008). Continuous variable-based meta-analysis of GEO and PCR data displayed the SMD values of − 0.26 (95% CI − 0.48, − 0.04) and − 0.34 (95% CI − 0.71, 0.04) based on fixed and random effect models, respectively. As for the diagnostic value of miR-198-5p, the AUC based on the SROC curve using GEO and PCR data was 0.7351 (Q* = 0.6812). In total, 542 genes were identified as the targets of miR-198-5p. The most enriched Gene Ontology terms were epidermis development among biological processes, cell junction among cellular components, and protein dimerization activity among molecule functions. The pathway of non-small cell lung cancer was the most significant pathway identified using Kyoto Encyclopedia of Genes and Genomes analysis. Conclusion The expression of miR-198-5p is related to the TNM stage. Thus, miR-198-5p might play an important role via its target genes in LUSC.http://link.springer.com/article/10.1186/s12957-018-1320-yMiR-198-5pExpressionLung squamous cell carcinomaTarget genesBioinformatics