Dataset Information

Circulating microRNAs, miR-939, miR-595, miR-519d and miR-494, Identify Cirrhotic Patients with HCC.

ABSTRACT: The performance of circulating biomarkers for the diagnosis of hepatocellular carcinoma (HCC) is sub-optimal. In this study we tested circulating microRNAs as biomarkers for HCC in cirrhotic patients by performing a two stage study: a discovery phase conducted by microarray and a validation phase performed by qRT-PCR in an independent series of 118 patients. Beside miRNAs emerged from the discovery phase, miR-21, miR-221, miR-519d were also tested in the validation setting on the basis of literary and tissue findings. Deregulated microRNAs were assayed in HCC-derived cells in the intracellular compartment, cell culture supernatant and exosomal fraction. Serum and tissue microRNA levels were compared in 14 patients surgically treated for HCC. From the discovery study, it emerged that seven circulating microRNAs were differentially expressed in cirrhotic patients with and without HCC. In the validation set, miR-939, miR-595 and miR-519d were shown to differentiate cirrhotic patients with and without HCC. MiR-939 and miR-595 are independent factors for HCC. ROC curves of miR-939, miR-595 and miR-519d displayed that AUC was higher than AFP. An exosomal secretion of miR-519d, miR-21, miR-221 and miR-1228 and a correlation between circulating and tissue levels of miR-519d, miR-494 and miR-21 were found in HCC patients. Therefore, we show that circulating microRNAs deserve attention as non-invasive biomarkers in the diagnostic setting of HCC and that exosomal secretion contributes to discharging a subset of microRNAs into the extracellular compartment.

SUBMITTER: Fornari F

PROVIDER: S-EPMC4624953 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature

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Circulating microRNAs, miR-939, miR-595, miR-519d and miR-494, Identify Cirrhotic Patients with HCC.

Fornari Francesca F Ferracin Manuela M Trerè Davide D Milazzo Maddalena M Marinelli Sara S Galassi Marzia M Venerandi Laura L Pollutri Daniela D Pollutri Daniela D Patrizi Clarissa C Borghi Alberto A Foschi Francesco G FG Stefanini Giuseppe F GF Negrini Massimo M Bolondi Luigi L Gramantieri Laura L

PloS one 20151028 10

The performance of circulating biomarkers for the diagnosis of hepatocellular carcinoma (HCC) is sub-optimal. In this study we tested circulating microRNAs as biomarkers for HCC in cirrhotic patients by performing a two stage study: a discovery phase conducted by microarray and a validation phase performed by qRT-PCR in an independent series of 118 patients. Beside miRNAs emerged from the discovery phase, miR-21, miR-221, miR-519d were also tested in the validation setting on the basis of litera ...[more]

PMID: 26509672

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Project description:BackgroundMounting evidences have demonstrated that HCC patients with or without cirrhosis possess different clinical characteristics, tumor development and prognosis. However, few studies directly investigated the underlying molecular mechanisms between non-cirrhotic HCC and cirrhotic HCC.MethodsThe clinical information and RNA-seq data were downloaded from The Cancer Genome Atlas (TCGA) database. Differentially expressed genes (DEGs) of HCC with or without cirrhosis were obtained by R software. Functional annotation and pathway enrichment analysis were performed by Enrichr. Protein-protein interaction (PPI) network was established through STRING and mapped to Cytoscape to identify hub genes. MicroRNAs were predicted through miRDB database. Furthermore, correlation analysis between selected genes and miRNAs were conducted via starBase database. MiRNAs expression levels between HCC with or without cirrhosis and corresponding normal liver tissues were further validated through GEO datasets. Finally, expression levels of key miRNAs and target genes were validated through qRT-PCR.ResultsBetween 132 non-cirrhotic HCC and 79 cirrhotic HCC in TCGA, 768 DEGs were acquired, mainly involved in neuroactive ligand-receptor interaction pathway. According to the result from gene expression analysis in TCGA, CCL19, CCL25, CNR1, PF4 and PPBP were renamed as key genes and selected for further investigation. Survival analysis indicated that upregulated CNR1 correlated with worse OS in cirrhotic HCC. Furthermore, ROC analysis revealed the significant diagnostic values of PF4 and PPBP in cirrhotic HCC, and CCL19, CCL25 in non-cirrhotic HCC. Next, 517 miRNAs were predicted to target the 5 key genes. Correlation analysis confirmed that 16 of 517 miRNAs were negatively regulated the key genes. By detecting the expression levels of these key miRNAs from GEO database, we found 4 miRNAs have high research values. Finally, potential miRNA-mRNA networks were constructed based on the results of qRT-PCR.ConclusionIn silico analysis, we first constructed the miRNA-mRNA regulatory networks in non-cirrhotic HCC and cirrhotic HCC.

Project description:Extracellular RNA in circulation mediates intercellular communication in normal and pathological processes. One mode of circulating miRNA transport in bodily fluids is within 30-150 nm small extracellular vesicles (sEVs) or exosomes. Uptake of sEVs can regulate gene expression in recipient cells enabling circulating miRNAs to exert paracrine and systemic effects. Complex regional pain syndrome (CRPS) is a debilitating pain disorder characterized by chronic inflammation. Our previous investigations identified a significant decrease of hsa-miR-939 in whole blood from CRPS patients compared to control; we also observed that overexpression of miR-939 can negatively regulate several proinflammatory genes in vitro. Though downregulated in whole blood, miR-939 was significantly upregulated in sEVs isolated from patient serum. Here we investigated miR-939 packaging into sEVs in vitro under inflammation induced by monocyte chemoattractant protein-1 (MCP-1), a chemokine that is upregulated in CRPS patients. Stimulation of THP-1 monocytes by MCP-1 led to elevated levels of miR-939 in sEVs, which was abrogated using inhibitors of exosome secretion. miRNAs loaded into exosomes largely contain short miRNA sequence motifs called EXOmotifs. Mutation analysis of miR-939 showed that EXOmotif is one of the possible cellular mechanisms responsible for packaging miR-939 into sEVs. We confirmed gene expression changes in recipient cells following the uptake of sEVs enriched in miR-939 using RNA sequencing. Additionally, our data from primary immune cell-derived sEVs of CRPS patients and controls demonstrate that while the relative expression of miR-939 is higher in sEVs derived from B cells, T cells and NK cells relative to monocyte-derived sEVs in controls, only the B cell-derived sEVs showed a significantly higher level of miR-939 in CRPS patients. Differential miRNA sorting into exosomes and its functional impact on recipient cells may contribute to the underlying pathophysiology of CRPS.

Dataset Information

Circulating microRNAs, miR-939, miR-595, miR-519d and miR-494, Identify Cirrhotic Patients with HCC.

Publications

Circulating microRNAs, miR-939, miR-595, miR-519d and miR-494, Identify Cirrhotic Patients with HCC.

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