Identification of differentially expressed miRNAs in differentiating benign from malignant pleural effusion

被引:14
作者
Bao, Quanlei [1 ]
Xu, Yaping [1 ]
Ding, Ming [1 ]
Chen, Ping [1 ]
机构
[1] Jiangsu Univ, Affiliated Hosp, Resp Med Dept, Zhenjiang 212000, Jiangsu, Peoples R China
关键词
Pleural effusion; Tuberculosis pleural effusion; Malignant pleural effusion; miRNA; Receiver operating characteristic; ADENOSINE-DEAMINASE; PROGNOSTIC VALUES; INTERFERON-GAMMA; GROWTH-FACTOR; VEGF; CELLS; PROLIFERATION; ENDOSTATIN; DIAGNOSIS; INVASION;
D O I
10.1186/s41065-020-00119-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Tuberculosis pleural effusion (TPE) and malignant pleural effusion (MPE) are very common clinical complications. Considering the totally different prognosis and clinical treatment of TPE and MPE, the accurate and non-invasive diagnosis are very critical for patients with pleural effusion to initiate efficient management and treatment. However, effective clinical biomarkers were rarely explored to distinguish benign from MPE. The purpose of this study is to identify potential miRNAs which can probably be used to differentiate malignant pleural effusion from TPE. Results A total of 23 significantly differentially expressed miRNAs were identified in MPE, with 18 up-expressed and 5 down-expressed. And the target genes of the miRNAs mainly involved in the biology process of nervous system, cancer, immune system and metabolic process etc. Three high confident target genes, AGO4, FGF9 and LEF1 can be regulated by miR-195-5p, miR-182-5p and miR-34a-5p respectively. And these genes participate in the canonical pathway of regulation of the Epithelial-Mesenchymal and the biological functions of apoptosis, growth of tumor and cell proliferation of tumor cell lines. Further, RT-PCR validation results based on 64 collected individuals showed that the expression levels of the three miRNAs were 2-5 times higher in MPE samples, which were consistent with the microarray results. In addition, ROC curve analysis demonstrated that the combination of the three miRNAs can achieve higher AUC of 0.93 (p-value< 0.0001) to differentiate MPE from TPE. Conclusions The identified miR-195-5p, miR-182-5p and miR-34a-5p can become potential diagnostic biomarkers for MPE with further evidences.
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页数:8
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共 36 条
[1]   MicroRNA and mRNA Features of Malignant Pleural Mesothelioma and Benign Asbestos-Related Pleural Effusion [J].
Ak, Guntulu ;
Tomaszek, Sandra C. ;
Kosari, Farhad ;
Metintas, Muzaffer ;
Jett, James R. ;
Metintas, Selma ;
Yildirim, Huseyin ;
Dundar, Emine ;
Dong, Jie ;
Aubry, Marie Christine ;
Wigle, Dennis A. ;
Thomas, Charles F., Jr. .
BIOMED RESEARCH INTERNATIONAL, 2015, 2015
[2]   Management of malignant pleural effusions [J].
Antony, VB ;
Loddenkemper, R ;
Astoul, P ;
Boutin, C ;
Goldstraw, P ;
Hott, J ;
Panadero, FR ;
Sahn, SA .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2000, 162 (05) :1987-2001
[3]   A tool for design of primers for microRNA-specific quantitative RT-qPCR [J].
Busk, Peter K. .
BMC BIOINFORMATICS, 2014, 15
[4]   miR-195 Inhibits Tumor Progression by Targeting RPS6KB1 in Human Prostate Cancer [J].
Cai, Chao ;
Chen, Qing-Biao ;
Han, Zhao-Dong ;
Zhang, Yan-Qiong ;
He, Hui-Chan ;
Chen, Jia-Hong ;
Chen, Yan-Ru ;
Yang, Sheng-Bang ;
Wu, Yong-Ding ;
Zeng, Yan-Ru ;
Qin, Guo-Qiang ;
Liang, Yu-Xiang ;
Dai, Qi-Shan ;
Jiang, Fu-Neng ;
Wu, Shu-lin ;
Zeng, Guo-Hua ;
Zhong, Wei-De ;
Wu, Chin-Lee .
CLINICAL CANCER RESEARCH, 2015, 21 (21) :4922-4934
[5]   MiR-15a and miR-16-1 cluster functions in human leukemia [J].
Calin, George A. ;
Cimmino, Amelia ;
Fabbri, Muller ;
Ferracin, Manuela ;
Wojcik, Sylwia E. ;
Shimizu, Masayoshi ;
Taccioli, Cristian ;
Zanesi, Nicola ;
Garzon, Ramiro ;
Aqeilan, Rami I. ;
Alder, Hansjuerg ;
Volinia, Stefano ;
Rassenti, Laura ;
Liu, Xiuping ;
Liu, Chang-gong ;
Kipps, Thomas J. ;
Negrini, Massimo ;
Croce, Carlo M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (13) :5166-5171
[6]   Prognostic values of VEGF and IL-8 in malignant pleural effusion in patients with lung cancer [J].
Cheng, Daye ;
Kong, Hong ;
Li, Yunhui .
BIOMARKERS, 2013, 18 (05) :386-390
[7]   MicroRNA-195-5p suppresses glucose uptake and proliferation of human bladder cancer T24 cells by regulating GLUT3 expression [J].
Fei, Xiang ;
Qi, Manlong ;
Wu, Bin ;
Song, Yongsheng ;
Wang, Yueping ;
Li, Tingting .
FEBS LETTERS, 2012, 586 (04) :392-397
[8]   miR-34a as a prognostic marker of relapse in surgically resected non-small-cell lung cancer [J].
Gallardo, Elena ;
Navarro, Alfons ;
Vinolas, Nuria ;
Marrades, Ramon M. ;
Diaz, Tania ;
Gel, Bernat ;
Quera, Angels ;
Bandres, Eva ;
Garcia-Foncillas, Jesus ;
Ramirez, Jose ;
Monzo, Mariano .
CARCINOGENESIS, 2009, 30 (11) :1903-1909
[9]   Meta-analysis of human lung cancer microRNA expression profiling studies comparing cancer tissues with normal tissues [J].
Guan, Peng ;
Yin, Zhihua ;
Li, Xuelian ;
Wu, Wei ;
Zhou, Baosen .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2012, 31
[10]   MicroRNA-182-5p Promotes Cell Invasion and Proliferation by Down Regulating FOXF2, RECK and MTSS1 Genes in Human Prostate Cancer [J].
Hirata, Hiroshi ;
Ueno, Koji ;
Shahryari, Varahram ;
Deng, Guoren ;
Tanaka, Yuichiro ;
Tabatabai, Z. Laura ;
Hinoda, Yuji ;
Dahiya, Rajvir .
PLOS ONE, 2013, 8 (01)