scholarly journals Genome-wide profiling of miRNA expression patterns in tubal endometriosis

Reproduction ◽  
2019 ◽  
Vol 157 (6) ◽  
pp. 525-534 ◽  
Author(s):  
Hang Qi ◽  
Guiling Liang ◽  
Jin Yu ◽  
Xiaofeng Wang ◽  
Yan Liang ◽  
...  
Keyword(s):  
Pathway Analysis ◽  
Mirna Expression ◽  
Gene Networks ◽  
Target Genes ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Mirna Gene ◽  
Differentially Expressed ◽  
Signal Pathways ◽  
Differentially Expressed Mirnas

MicroRNA (miRNA) expression profiles in tubal endometriosis (EM) are still poorly understood. In this study, we analyzed the differential expression of miRNAs and the related gene networks and signaling pathways in tubal EM. Four tubal epithelium samples from tubal EM patients and five normal tubal epithelium samples from uterine leiomyoma patients were collected for miRNA microarray. Bioinformatics analyses, including Ingenuity Pathway Analysis (IPA), Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, were performed. Quantitative real-time polymerase chain reaction (qRT-PCR) validation of five miRNAs was performed in six tubal epithelium samples from tubal EM and six from control. A total of 17 significantly differentially expressed miRNAs and 4343 potential miRNA-target genes involved in tubal EM were identified (fold change >1.5 and FDR-adjustedPvalue <0.05). IPA indicated connections between miRNAs, target genes and other gynecological diseases like endometrial carcinoma. GO and KEGG analysis revealed that most of the identified genes were involved in the mTOR signaling pathway, SNARE interactions in vesicular transport and endocytosis. We constructed an miRNA-gene-disease network using target gene prediction. Functional analysis showed that the mTOR pathway was connected closely to tubal EM. Our results demonstrate for the first time the differentially expressed miRNAs and the related signal pathways involved in the pathogenesis of tubal EM which contribute to elucidating the pathogenic mechanism of tubal EM-related infertility.

scholarly journals MicroRNA expression patterns associated with hyperfunctioning and non-hyperfunctioning phenotypes in adrenocortical adenomas

2014 ◽  
Vol 170 (4) ◽  
pp. 583-591 ◽  
Author(s):  
David Velázquez-Fernández ◽  
Stefano Caramuta ◽  
Deniz M Özata ◽  
Ming Lu ◽  
Anders Höög ◽  
...  
Keyword(s):  
Mirna Expression ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Gene Mutations ◽  
Mirna Expression Profile ◽  
Differentially Expressed ◽  
Adrenocortical Adenoma ◽  
Tumor Subtypes ◽  
Mirna Expression Profiles ◽  
Differentially Expressed Mirnas

BackgroundThe adrenocortical adenoma (ACA) entity includes aldosterone-producing adenoma (APA), cortisol-producing adenoma (CPA), and non-hyperfunctioning adenoma (NHFA) phenotypes. While gene mutations and mRNA expression profiles have been partly characterized, less is known about the alterations involving microRNA (miRNA) expression.AimTo characterize miRNA expression profile in relation to the subtypes of ACAs.Subjects and methodsmiRNA expression profiles were determined in 26 ACAs (nine APAs, ten CPAs, and seven NHFAs) and four adrenal references using microarray-based screening. Significance analysis of microarrays (SAM) was carried out to identify differentially expressed miRNAs between ACA and adrenal cortices or between tumor subtypes. Selected differentially expressed miRNAs were validated in an extended series of 43 ACAs and ten adrenal references by quantitative RT-PCR.ResultsAn hierarchical clustering revealed separate clusters for APAs and CPAs, while the NHFAs were found spread out within the APA/CPA clusters. When NHFA was excluded, the clustering analysis showed a better separation between APA and CPA. SAM analysis identified 40 over-expressed and three under-expressed miRNAs in the adenomas as compared with adrenal references. Fourteen miRNAs were common among the three ACA subtypes. Furthermore, we found specific miRNAs associated with different tumor phenotypes.ConclusionThe results suggest that miRNA expression profiles can distinguish different subtypes of ACA, which may contribute to a deeper understanding of ACA development and potential therapeutics.

Temporal expression profiles indicate a primary function for microRNA during the peak of DNA replication after rat partial hepatectomy

2011 ◽  
Vol 300 (6) ◽  
pp. R1363-R1372 ◽  
Author(s):  
Nathanael Raschzok ◽  
Wiebke Werner ◽  
Hannes Sallmon ◽  
Nils Billecke ◽  
Christof Dame ◽  
...  
Keyword(s):  
Dna Replication ◽  
Liver Regeneration ◽  
Partial Hepatectomy ◽  
Mirna Expression ◽  
Expression Profiles ◽  
Expression Patterns ◽  
Differentially Expressed ◽  
Nuclear Antigen ◽  
Primary Function ◽  
Differentially Expressed Mirnas

The liver has the unique capacity to regenerate after surgical resection. However, the regulation of liver regeneration is not completely understood. Recent reports indicate an essential role for small noncoding microRNAs (miRNAs) in the regulation of hepatic development, carcinogenesis, and early regeneration. We hypothesized that miRNAs are critically involved in all phases of liver regeneration after partial hepatectomy. We performed miRNA microarray analyses after 70% partial hepatectomy in rats under isoflurane anesthesia at different time points (0 h to 5 days) and after sham laparotomy. Putative targets of differentially expressed miRNAs were determined using a bioinformatic approach. Two-dimensional (2D)-PAGE proteomic analyses and protein identification were performed on specimens at 0 and 24 h after resection. The temporal dynamics of liver regeneration were characterized by 5-bromo- 2-deoxyuridine, proliferating cell nuclear antigen, IL-6, and hepatocyte growth factor. We demonstrate that miRNA expression patterns changed during liver regeneration and that these changes were most evident during the peak of DNA replication at 24 h after resection. Expression of 13 miRNAs was significantly reduced 12–48 h after resection (>25% change), out of which downreguation was confirmed in isolated hepatocytes for 6 miRNAs at 24 h, whereas three miRNAs were significantly upregulated. Proteomic analysis revealed 65 upregulated proteins; among them, 23 represent putative targets of the differentially expressed miRNAs. We provide a temporal miRNA expression and proteomic dataset of the regenerating rat liver, which indicates a primary function for miRNA during the peak of DNA replication. These data will assist further functional studies on the role of miRNAs during liver regeneration.

scholarly journals Chinese Herbal Medicine Formula Shenling Baizhu San Ameliorates High-Fat Diet-Induced NAFLD in Rats by Modulating Hepatic MicroRNA Expression Profiles

2019 ◽  
Vol 2019 ◽  
pp. 1-14
Author(s):  
Maoxing Pan ◽  
Yuanjun Deng ◽  
Chuiyang Zheng ◽  
Huan Nie ◽  
Kairui Tang ◽  
...  
Keyword(s):  
Mirna Expression ◽  
High Fat Diet ◽  
Target Genes ◽  
Expression Profiles ◽  
Differentially Expressed ◽  
High Fat ◽  
Expression Levels ◽  
Qrt Pcr ◽  
Mirna Expression Profiles ◽  
Differentially Expressed Mirnas

Objective. The purpose of present study was to investigate the potential mechanism underlying the protective effect of Shenling Baizhu San (SLBZS) on nonalcoholic fatty liver disease (NAFLD) by microRNA (miRNA) sequencing. Methods. Thirty male Wistar rats were randomly divided into a normal control (NC) group, a high-fat diet (HFD) group, and an SLBZS group. After 12 weeks, the biochemical parameters and liver histologies of the rats were assessed. The Illumina HiSeq 2500 sequencing platform was used to analyse the hepatic miRNA expression profiles. Representative differentially expressed miRNAs were further validated by qRT-PCR. The functions of the differentially expressed miRNAs were analysed by bioinformatics. Results. Our results identified 102 miRNAs that were differentially expressed in the HFD group compared with the NC group. Among those differentially expressed miRNAs, the expression levels of 28 miRNAs were reversed by SLBZS administration, suggesting the modulation effect of SLBZS on hepatic miRNA expression profiles. The qRT-PCR results confirmed that the expression levels of miR-155-5p, miR-146b-5p, miR-132-3p, and miR-34a-5p were consistent with those detected by sequencing. Bioinformatics analyses indicated that the target genes of the differentially expressed miRNAs reversed by SLBZS were mainly related to metabolic pathways. Conclusion. This study provides novel insights into the mechanism of SLBZS in protecting against NAFLD; this mechanism may be partly related to the modulation of hepatic miRNA expression and their target pathways.

scholarly journals MicroRNA expression signatures of atrial fibrillation: The critical systematic review and bioinformatics analysis

2019 ◽  
Vol 245 (1) ◽  
pp. 42-53 ◽  
Author(s):  
Nan-Nan Shen ◽  
Chi Zhang ◽  
Zheng Li ◽  
Ling-Cong Kong ◽  
Xin-Hua Wang ◽  
...  
Keyword(s):  
Atrial Fibrillation ◽  
Systematic Review ◽  
Sensitivity Analysis ◽  
Mirna Expression ◽  
Bioinformatics Analysis ◽  
Detection Method ◽  
Expression Profiles ◽  
Differentially Expressed ◽  
Cochrane Library ◽  
Differentially Expressed Mirnas

Association between microRNA (miRNA) expression signatures and atrial fibrillation has been evaluated with inconsistent findings in different studies. This study aims to identify miRNAs that actually play vital role in pathophysiological process of atrial fibrillation and explore miRNA-targeted genes and the involved pathways. Relevant studies were retrieved from the electronic databases of Embase, Medline, and Cochrane Library to determine the miRNA expression profiles between atrial fibrillation subjects and non-atrial fibrillation controls. Robustness of results was assessed using sensitivity analysis. Subgroup analyses were performed based on species, miRNA detection method, sample source, and ethnicity. Quality assessment of studies was independently conducted according to QUADAS-2. Bioinformatics analysis was applied to explore the potential genes and pathways associated with atrial fibrillation, which were targeted by differentially expressed miRNAs. Form of pooled results was shown as log10 odds ratios (logORs) with 95% confidence intervals (CI), and random-effects model was used. In total, 40 articles involving 283 differentially expressed miRNAs were reported. And 51 significantly dysregulated miRNAs were identified in consistent direction, with 22 upregulated and 29 downregulated. Among above-mentioned miRNAs, miR-223-3p (logOR 6.473; P < 0.001) was the most upregulated, while miR-1-5p (logOR 7.290; P < 0.001) was the most downregulated. Subgroup analysis confirmed 53 significantly dysregulated miRNAs (21 upregulated and 32 downregulated) in cardiac tissue, with miRNA-1-5p and miRNA-223-3p being the most upregulated and downregulated miRNAs, respectively. Additionally, miR-328 and miR-1-5p were highly blood-specific, and miR-133 was animal-specific. In the detection method sub-groups, miRNA-29b and miRNA-223-3p were differentially expressed consistently. Four miRNAs, including miRNA-223-3p, miRNA-21, miRNA-328, and miRNA-1-5p, were consistently dysregulated in both Asian and non-Asian. Results of sensitivity analysis showed that 47 out of 51 (92.16%) miRNAs were dysregulated consistently. Totally, 51 consistently dysregulated miRNAs associated with atrial fibrillation were confirmed in this study. Five important miRNAs, including miR-29b, miR-328, miR-1-5p, miR-21, and miR-223-3p may act as potential biomarkers for atrial fibrillation. Impact statement Atrial fibrillation (AF) is considered as the most common arrhythmia, and it subsequently causes serious complications including thrombosis and heart failure that increase the social burden. The definite mechanisms underlying AF pathogenesis remain complicated and unclear. Many studies attempted to discover the transcriptomic changes using microarray technologies, and the present studies for this hot topic have assessed individual miRNAs profiles for AF. However, results of different articles are controversial and not each reported miRNA is actually associated with the pathogenesis of AF. The present systematic review and meta-analysis identified that 51 consistently dysregulated miRNAs were associated with AF. Of these miRNAs, five miRNAs (miRNA-1-5p, miRNA-328, miRNA-29b, miRNA-21, and miRNA-223-3p) may act as novel biomarkers for AF. The findings could offer a better description of the biological characteristics of miRNAs, meanwhile might serve as new target for the intervention and monitoring AF in future studies.

scholarly journals Pulmonary microRNA profiling in a mouse model of ventilator-induced lung injury

2012 ◽  
Vol 303 (3) ◽  
pp. L199-L207 ◽  
Author(s):  
Katerina Vaporidi ◽  
Eleni Vergadi ◽  
Evangelos Kaniaris ◽  
Maria Hatziapostolou ◽  
Eleni Lagoudaki ◽  
...  
Keyword(s):  
Lung Injury ◽  
Mirna Expression ◽  
Gene Networks ◽  
Target Genes ◽  
Statistical Significance ◽  
Mirna Gene ◽  
Lung Compliance ◽  
Negative Control ◽  
Arterial Oxygen ◽  
Micro Rnas

The aim of this study was to investigate the changes induced by high tidal volume ventilation (HVTV) in pulmonary expression of micro-RNAs (miRNAs) and identify potential target genes and corresponding miRNA-gene networks. Using a real-time RT-PCR-based array in RNA samples from lungs of mice subjected to HVTV for 1 or 4 h and control mice, we identified 65 miRNAs whose expression changed more than twofold upon HVTV. An inflammatory and a TGF-β-signaling miRNA-gene network were identified by in silico pathway analysis being at highest statistical significance ( P = 10−43 and P = 10−28, respectively). In the inflammatory network, IL-6 and SOCS-1, regulated by miRNAs let-7 and miR-155, respectively, appeared as central nodes. In TGF-β-signaling network, SMAD-4, regulated by miR-146, appeared as a central node. The contribution of miRNAs to the development of lung injury was evaluated in mice subjected to HVTV treated with a precursor or antagonist of miR-21, a miRNA highly upregulated by HVTV. Lung compliance was preserved only in mice treated with anti-miR-21 but not in mice treated with pre-miR-21 or negative-control miRNA. Both alveolar-arterial oxygen difference and protein levels in bronchoalveolar lavage were lower in mice treated with anti-miR-21 than in mice treated with pre-miR-21 or negative-control miRNA (DA-a: 66 ± 27 vs. 131 ± 22, 144 ± 10 mmHg, respectively, P < 0.001; protein concentration: 1.1 ± 0.2 vs. 2.3 ± 1, 2.1 ± 0.4 mg/ml, respectively, P < 0.01). Our results show that HVTV induces changes in miRNA expression in mouse lungs. Modulation of miRNA expression can affect the development of HVTV-induced lung injury.

scholarly journals Identification of Differentially Expressed MicroRNAs and Their Potential Target Genes in Adipose Tissue from Pigs with Highly Divergent Backfat Thickness

Animals ◽  
2020 ◽  
Vol 10 (4) ◽  
pp. 624
Author(s):  
Kai Xing ◽  
Xitong Zhao ◽  
Yibing Liu ◽  
Fengxia Zhang ◽  
Zhen Tan ◽  
...  
Keyword(s):  
Target Genes ◽  
Expression Patterns ◽  
Fat Deposition ◽  
Functional Enrichment ◽  
Differentially Expressed ◽  
Backfat Thickness ◽  
P Value ◽  
Sibling Pairs ◽  
Differentially Expressed Mirnas

Fatty traits are very important in pig production. However, the role of microRNAs (miRNAs) in fat deposition is not clearly understood. In this study, we compared adipose miRNAs from three full-sibling pairs of female Landrace pigs, with high and low backfat thickness, to investigate the associated regulatory network. We obtained an average of 17.29 million raw reads from six libraries, 62.27% of which mapped to the pig reference genome. A total of 318 pig miRNAs were detected among the samples. Among them, 18 miRNAs were differentially expressed (p-value < 0.05, |log2fold change| ≥ 1) between the high and low backfat groups; 6 were up-regulated and 12 were down-regulated. Functional enrichment of the predicted target genes of the differentially expressed miRNAs, indicated that these miRNAs were involved mainly in lipid and carbohydrate metabolism, and glycan biosynthesis and metabolism. Comprehensive analysis of the mRNA and miRNA transcriptomes revealed possible regulatory relationships for fat deposition. Negatively correlated mRNA–miRNA pairs included miR-137–PPARGC1A, miR-141–FASN, and miR-122-5p–PKM, indicating these interactions may be key regulators of fat deposition. Our findings provide important insights into miRNA expression patterns in the backfat tissue of pig and new insights into the regulatory mechanisms of fat deposition in pig.

scholarly journals Effect of miR-27b-5p on apoptosis of human vascular endothelial cells induced by simulated microgravity

APOPTOSIS ◽  
2019 ◽  
Vol 25 (1-2) ◽  
pp. 73-91 ◽  
Author(s):  
Yi-Kai Pan ◽  
Cheng-Fei Li ◽  
Yuan Gao ◽  
Yong-Chun Wang ◽  
Xi-Qing Sun
Keyword(s):  
Endothelial Cells ◽  
Western Blot ◽  
Target Gene ◽  
Simulated Microgravity ◽  
Target Genes ◽  
Expression Profiles ◽  
Differentially Expressed ◽  
Luciferase Assay ◽  
Qrt Pcr ◽  
Differentially Expressed Mirnas

AbstractWeightlessness-induced cardiovascular dysfunction can lead to physiological and pathological consequences. It has been shown that spaceflight or simulated microgravity can alter expression profiles of some microRNAs (miRNAs). Here, we attempt to identify the role of miRNAs in human umbilical vein endothelial cells (HUVECs) apoptosis under simulated microgravity. RNA-sequencing and quantitative real-time PCR (qRT-PCR) assays were used to identify differentially expressed miRNAs in HUVECs under simulated microgravity. Then we obtained the target genes of these miRNAs through target analysis software. Moreover, GO and KEGG enrichment analysis were performed. The effects of these miRNAs on HUVECs apoptosis were evaluated by flow cytometry, Western blot and Hoechst staining. Furthermore, we obtained the target gene of miR-27b-5p by luciferase assay, qRT-PCR and Western blot. Finally, we investigated the relationship between this target gene and miR-27b-5p in HUVECs apoptosis under normal gravity or simulated microgravity. We found 29 differentially expressed miRNAs in HUVECs under simulated microgravity. Of them, the expressions of 3 miRNAs were validated by qRT-PCR. We demonstrated that miR-27b-5p affected HUVECs apoptosis by inhibiting zinc fingers and homeoboxes 1 (ZHX1). Our results reported here demonstrate for the first time that simulated microgravity can alter the expression of some miRNAs in HUVECs and miR-27b-5p may protect HUVECs from apoptosis under simulated microgravity by targeting ZHX1.

scholarly journals Construction of miRNA-target networks using microRNA profiles of CVB3-infected HeLa cells

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Hai Lan Yao ◽  
Mi Liu ◽  
Wen Jun Wang ◽  
Xin Ling Wang ◽  
Juan Song ◽  
...  
Keyword(s):  
Hela Cells ◽  
Regulatory Networks ◽  
Cellular Differentiation ◽  
High Throughput Sequencing ◽  
Target Genes ◽  
Expression Profiles ◽  
Differentially Expressed ◽  
Mirna Regulation ◽  
Cvb3 Infection ◽  
Differentially Expressed Mirnas

AbstractMicroRNAs (miRNAs) play an important role in regulating gene expression in multiple biological processes and diseases. Thus, to understand changes in miRNA during CVB3 infection, specific miRNA expression profiles were investigated at 3 h, 6 h, and 9 h postinfection in HeLa cells by small-RNA high-throughput sequencing. Biological implications of 68 differentially expressed miRNAs were analyzed through GO and KEGG pathways. Interaction networks between 34 known highly differentially expressed miRNAs and targets were constructed by mirDIP and Navigator. The predicted targets showed that FAM135A, IKZF2, PLAG1, ZNF148, PHC3, LCOR and DYRK1A, which are associated with cellular differentiation and transcriptional regulation, were recognized by 8 miRNAs or 9 miRNAs through interactional regulatory networks. Seven target genes were confirmed by RT-qPCR. The results showed that the expression of DYRK1A, FAM135A, PLAG1, ZNF148, and PHC3 were obviously inhibited at 3 h, 6 h, and 9 h postinfection. The expression of LCOR did not show a significant change, and the expression of IKZF2 increased gradually with prolonged infection time. Our findings improve the understanding of the pathogenic mechanism of CVB3 infection on cellular differentiation and development through miRNA regulation, which has implications for interventional approaches to CVB3-infection therapy. Our results also provide a new method for screening target genes of microRNA regulation in virus-infected cells.

scholarly journals Role of miRNAs in Sigmoid Colon Cancer: A Search for Potential Biomarkers

Cancers ◽  
2020 ◽  
Vol 12 (11) ◽  
pp. 3311
Author(s):  
Diego Marques ◽  
Layse Raynara Ferreira-Costa ◽  
Lorenna Larissa Ferreira-Costa ◽  
Ana Beatriz Bezerra-Oliveira ◽  
Romualdo da Silva Correa ◽  
...  
Keyword(s):  
Colon Cancer ◽  
Sigmoid Colon ◽  
Cancer Progression ◽  
Target Genes ◽  
Mirna Gene ◽  
Differentially Expressed ◽  
Sigmoid Colon Cancer ◽  
Colon Tissue ◽  
Aberrant Expression ◽  
Differentially Expressed Mirnas

The aberrant expression of microRNAs in known to play a crucial role in carcinogenesis. Here, we evaluated the miRNA expression profile of sigmoid colon cancer (SCC) compared to adjacent-to-tumor (ADJ) and sigmoid colon healthy (SCH) tissues obtained from colon biopsy extracted from Brazilian patients. Comparisons were performed between each group separately, considering as significant p-values < 0.05 and |Log2(Fold-Change)| > 2. We found 20 differentially expressed miRNAs (DEmiRNAs) in all comparisons, two of which were shared between SCC vs. ADJ and SCC vs. SCH. We used miRTarBase, and miRTargetLink to identify target-genes of the differentially expressed miRNAs, and DAVID and REACTOME databases for gene enrichment analysis. We also used TCGA and GTEx databases to build miRNA-gene regulatory networks and check for the reproducibility in our results. As findings, in addition to previously known miRNAs associated with colorectal cancer, we identified three potential novel biomarkers. We showed that the three types of colon tissue could be clearly distinguished using a panel composed by the 20 DEmiRNAs. Additionally, we found enriched pathways related to the carcinogenic process in which miRNA could be involved, indicating that adjacent-to-tumor tissues may be already altered and cannot be considered as healthy tissues. Overall, we expect that these findings may help in the search for biomarkers to prevent cancer progression or, at least, allow its early detection, however, more studies are needed to confirm our results.

Analysis of microRNA Patterns in Hodgkin’s Lymphoma (HL).

Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 474-474
Author(s):  
Alfons Navarro ◽  
Anna Gaya ◽  
Aina Pons ◽  
Pau Abrisqueta ◽  
Bernat Gel ◽  
...  
Keyword(s):  
Lymph Nodes ◽  
Mirna Expression ◽  
Cellular Proliferation ◽  
Clinical Stage ◽  
Expression Patterns ◽  
Differentially Expressed ◽  
Apoptotic Pathway ◽  
Apoptosis Pathway ◽  
Differentially Expressed Mirnas ◽  
Clinical Stages

Abstract Mature microRNAs (miRNA) are recently discovered small RNA molecules of 21–25 nucleotides in length. They act as negative regulators of expression of important genes like those participating in cellular proliferation or apoptosis. There is evidence that miRNA play an important role in carcinogenesis. The objective of this study was to compare the miRNA expression patterns in normal lymph nodes and in lymph nodes from patients with HL. Moreover, we investigated the miRNA pattern of HL depending on Epstein-Barr Virus (EBV) expression. We assessed 156 mature miRNAs by Stem-loop RT-PCR and Real time PCR in ABI PRISM 7500 in 9 normal lymph nodes and 39 patients diagnosed with HL nodular sclerosis subtype (15 EBV+ and 24 EBV-)at a single institution. Patients median age was 27 years (range, 15–52), and clinical stage was I (n=1); II (n=22); III (n=8) and IV (n=8); 41% of the patients reported B symptoms. RNA was obtained in all cases from formalin fixed paraffin embedded tissues. miRNA expression data was normalized to let-7a miRNA and to global median. Relative quantification of miRNA expression was calculated with the 2−ΔΔCt method. The data were presented as log10 of relative quantity of target miRNA. Normal human lymph node tissue was used as calibrator for all samples. Data were analyzed by means of Significant Analysis of Microarrays (SAM), Student’s t-test (with random variance model) and Class prediction methods using BRB Array Tools version 3.4.0 and TIGR Multiexperiment Viewer version 3.1. Of the 156 miRNAs analyzed, 35 were differentially expressed between normal lymph nodes and HL (12 miRNAs were upregulated and 23 downregulated). The most differentially overexpressed miRNAs was miR-216, which inhibits apoptosis pathway. Other differentially expressed miRNAs were miR-140, 204, 19a, 20, 191 and 142-3p, which have been associated to the genesis of hematological and non-hematological malignances. With respect to EBV+ vs. EBV− cases, we found that miR-96 and miR-335 were underexpressed in the EBV+ cases as compared to EBV− (p=0.001). These miRNAs have RNF34 and BIRC2 genes as targets, which have an antiapoptotic function. We also found that miR-138 was more frequently overexpressed in clinical stages I–II versus clinical stages III–IV (p=0.004), and that miR-328 was more frequently overexpressed in stages III–IV (p=0.004). In conclusion, miRNAs might have a role in the pathogenesis of HL. The miRNA pattern is different between the EBV+ and EBV− cases, and the differentially expressed miRNAs seems to be related to the apoptotic pathway.

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