ABSTRACT
Objective:To investigate the regulatory role of defferentially expressed LOC107987438 in the pathogenesis of depressive disorder and provide a theoretical basis for its clinical application in depressive disorder.Methods:Differential expression of LOC107987438 was verified by quantitative real-time polymerase chain reaction(qRT-PCR)in peripheral blood monocular cells(PBMCs)of 60 patients with depressive disorder and 60 health controls. In addition, its diagnostic value was assessed by receiver operating characteristic(ROC)curves. Based on the ceRNA mechanism of lncRNA, the miRDB database was applied to predict the target miRNAs of LOC107987438, and the miRNAs with target score ≥ 80 among them were screened out.The screened miRNAs were then used to predict their potential target mRNAs through four databases which were TargetScan 8.0, miRTarBase, mirDIP and miRPathDB. Moreover, the predicted target mRNAs were annotated for gene ontology(GO)function annotation and tokoyo encyclopedia of genes and genomes(KEGG) pathway enrichment analysis via ClusterProfiler 4.0.5 package of R 4.1.1. Finally, a protein-protein interaction network was constructed using the STRING 11.5 platform to retrieve the interacting genes.Results:The qRT-PCR results showed that normalized expression of LOC107987438 in PBMCs of patients with depressive disorder was higher than that in health controls(depressive disorder: 2.084±1.357, health controls: 1.000±0.660, P<0.001). The ROC curve results showed that the area under curves(AUC)of LOC107987438 was 0.759(95% CI: 0.675-0.842, P<0.05), indicating its high potential diagnostic value. Bioinformatics analysis showed that hsa-miR-4670-3p, hsa-miR-619-3p, hsa-miR-6721-5p and hsa-miR-297 were the miRNAs with high bindings to LOC107987438. The results of KEGG signaling pathway enrichment revealed that hypoxia-inducible factor 1(HIF-1)signaling pathway, phosphatidylinositol 3-kinase-AKT(PI3K-Akt) signaling pathway and erythroblastic oncogene B(ErbB) signaling pathway were closely associated with depressive disorder. Among the top ten key genes screened by the protein-protein interaction network, kirsten rats arcomaviral oncogene homolog(KRAS), androgen receptor(AR), cyclic-AMP response binding protein1(CREB1), insulin-like growth factor 1(IGF1), cyclin-dependent kinase inhibitor 1B(CDKN1B) and calcium/calmodulin-dependent protein kinase type Ⅱ alpha(CAMK2A)were strongly associated with depressive disorder. Conclusion:The establishment of ceRNA regulatory network of LOC107987438 provides a theoretical basis for exploring the pathophysiology of depressive disorders.
ABSTRACT
OBJECTIVES@#Graves' ophthalmopathy (GO) is a multifactorial disease, and the mechanism of non coding RNA interactions and inflammatory cell infiltration patterns are not fully understood. This study aims to construct a competing endogenous RNA (ceRNA) network for this disease and clarify the infiltration patterns of inflammatory cells in orbital tissue to further explore the pathogenesis of GO.@*METHODS@#The differentially expressed genes were identified using the GEO2R analysis tool. The Kyoto encyclopedia of genes and genomes (KEGG) and gene ontology analysis were used to analyze differential genes. RNA interaction relationships were extracted from the RNA interactome database. Protein-protein interactions were identified using the STRING database and were visualized using Cytoscape. StarBase, miRcode, and DIANA-LncBase Experimental v.2 were used to construct ceRNA networks together with their interacted non-coding RNA. The CIBERSORT algorithm was used to detect the patterns of infiltrating immune cells in GO using R software.@*RESULTS@#A total of 114 differentially expressed genes for GO and 121 pathways were detected using both the KEGG and gene ontology enrichment analysis. Four hub genes (SRSF6, DDX5, HNRNPC,and HNRNPM) were extracted from protein-protein interaction using cytoHubba in Cytoscape, 104 nodes and 142 edges were extracted, and a ceRNA network was identified (MALAT1-MIR21-DDX5). The results of immune cell analysis showed that in GO, the proportions of CD8+ T cells and CD4+ memory resting T cells were upregulated and downregulated, respectively. The proportion of CD4 memory resting T cells was positively correlated with the expression of MALAT1, MIR21, and DDX5.@*CONCLUSIONS@#This study has constructed a ceRNA regulatory network (MALAT1-MIR21-DDX5) in GO orbital tissue, clarifying the downregulation of the proportion of CD4+ stationary memory T cells and their positive regulatory relationship with ceRNA components, further revealing the pathogenesis of GO.
Subject(s)
Humans , CD8-Positive T-Lymphocytes , RNA, Long Noncoding/genetics , Algorithms , CD4-Positive T-Lymphocytes , Down-Regulation , Graves Ophthalmopathy/genetics , Gene Regulatory Networks , MicroRNAs/genetics , Serine-Arginine Splicing Factors , PhosphoproteinsABSTRACT
Parasite-derived non-coding RNAs (ncRNAs) not only contribute to life activities of parasites, and microRNA (miRNA), long non-coding RNA (lncRNA), and circular RNA (circRNA) may generate a competitive endogenous RNA (ceRNA) regulatory network with host miRNAs and mRNAs via extracellular vesicles, thereby participating in infection and pathogenic processes. This article presents an overview of characterizing ncRNAs derived from parasites and the cross-species regulatory role of parasite-derived ncRNAs in host gene expression and its underlying mechanisms.
ABSTRACT
Intermittent hypoxia (IH) is an important pathophysiological feature of obstructive sleep apnea (OSA), but its molecular mechanism is still unclear. We aim to investigate the role of endogenous competing endogenous RNA (ceRNA) regulatory network in the development of IH in OSA rats. An intermittent hypoxic rat model of OSA was constructed by hypoxic and reoxygenation cycles. CircRNAs and mRNAs were detected in rat bronchial tissues, and 230 up-regulated and 181 down-regulated circRNAs and 1238 up-regulated and 608 down-regulated mRNAs were analyzed and screened. The results of Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis of the differential circRNAs and mRNAs suggested that they were mainly associated with metabolic pathways and PI3K-Akt signaling pathways. The key circRNAs (the top six circRNAs with the largest differences) were further validated by quantitative real-time polymerase chain reaction (qRT-PCR), chr9:52042693| 52047844 and chr4: 64889575|64899587 were expressed in bronchial tissues consistent with the sequencing results, which were used to further construct the ceRNA regulatory network. Four potential ceRNA regulatory networks were identified by TargetScan and miRanda database, combined with the results of differential circRNA and mRNA. The expression of molecules in the four potential ceRNA regulatory networks was detected by qRT-PCR in bronchial and lung tissues, and the results suggested that the expression of this regulatory network, chr9:52042693|52047844-miR-351-5p-Pten, was consistent with the sequencing results. The findings indicate that chr9:52042693 | 52047844-miR-351-5p-Pten may be involved in the development and progression of obstructive sleep apnea syndrome through a ceRNA mechanism.
ABSTRACT
Objective To explore the role pathway and pattern of the transcription factor myeloma cancer gene (MYC) and its mRNA interaction with microRNA(miRNA, miR) and ciccular RNA(circRNAs) at 0 hour and 6 hour in the rat liver regeneration. Methods The rat 2/3 hepatectomy (partial hepatectomy，PH) model was prepared as described by Higgins, the expression changes of mRNA, miRNA and circRNA together named as competing endogenous RNAs(ceRNA) of remnant liver were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at 0 hour and 6 hours after PH, the ratio value of MYC mRNA showed 0.15±0.03 and 2.36±0.20, miR-540-3p displays 3.00±0.43 and 0.79±0.01, circRNA_04996 showed 1.43±0.43 and 3.14±0.94. At the same time, the four kinds of inflammatory reaction-related genes plasminogen activator urokinase receptor (PLAUR), tumor necrosis factor (TNF), interleukin 1 receptor type 2 (IL1R2), ect, which were prometed in expression by MYC, were down-regulated at 0 hour after PH, but the inflammatory reaction-related genes natriuretic peptide A (NPPA), nuclear receptor subfamily O group B member 2 (NROB2) and peroxisome proliferator activated receptor alpha (PPARA), which were inhibited in expression by MYC, were up-regulated at 0 hour after PH. On the other hand, the three kinds of inflammatory reaction-related genes PLAUR, TNF, IL1R2, ect, which are prometed in expression by MYC, were up-regulated at 6 hours after PH, but the inflammatory reaction-related genes NPPA, NROB2 and PPARA, which were inhibited in expression by MYC, were down-regulated at 6 hours after PH. Conclusion The correlation in expression and role of the miRNA, which are inhibited by circRNAs, MYC, its mRNA is inhibited by miRNAs, and the inflammatory reaction-related genes, which are regulated by MYC, and are helpful for the hepatocyte to be in non-inflammatory reaction state at 0 hour after PH and to be in inflammatory reaction state at 6 hours after PH.
ABSTRACT
Objective To explore the role pathway and pattern of the sex determining region box transcription factor 2 (SOX2) and its mRNA interaction with microRNA(miRNAs, miR) and circular RNA(circRNA) at 0 hour and 2 hours in the rat liver regeneration. Methods The rat 2/3 hepatectomy (partial hepatectomy, PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al, the expression changes of mRNA, miRNA and circRNA [together named as competing endogenous RNAs(ceRNA)] were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at the 0 hour and 2 hours after PH, the ratio value of SOX2 mRNA shows 1.00±0.09 and 2.15±0.48, miR-3558-3p displays 4.53± 0.10 and 0.81±0.16, circRNA_18404 shows 1.24±0.04 and 11.10±0.57, circRNA_18045 displays 1.97±0.47 and 4.44± 0.23. At the same time, the eight kinds of cell dedifferentiation-related genes AT-rich interaction domain 5A (ARID5A), activating transcription factor 3 (ATF3), BTG anti-proliferation factor 2 (BTG2), etc, which are prometed in expression by SOX2, were down-regulated at 0 h after PH, but the cell differentiation-related genes interferon regulatory factor 6 (IRF6) and somatostatin (SST), which are inhibited in expression by SOX2, were up-regulated at 0 hour after PH. On the other hand, the eight kinds of cell dedifferentiation-related genes ARID5A, ATF3, BTG2, etc, which are promoted in expression by SOX2, were up-regulated at 2 hours after PH, but the cell differentiation-related gene SST, which is inhibited in expression by SOX2, was down-regulated, and IRF6 had no meaningful changes in expression at 2 hours after PH. Conclusion The correlation in expression and role of the miRNA, which are inhibited by circRNA, SOX2, its mRNA is inhibited by miRNA, and the cell stem-related genes, which are regulated by SOX2, are helpful for the hepatocyte to be in differentiation state at 0 hour after PH and to be in stem state at 2 hours after PH.
ABSTRACT
[ Abstract] Objective To explore the role pathway and pattern of the Kruppel-like factor 4 (KLF4) and its mRNA interaction with microRNA (miRNAs) and circular RNA (circRNAs) at 0 hour and the 120 th hour in the rat liver regeneration. Methods The rat 2 / 3 hepatectomy (partial hepatectomy, PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al, the expression changes of mRNA, miRNA and circRNA together named as competing endogenous RNA (ceRNA) were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3. 2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at the 0 hour and the 120th hour PH, the ratio value of KLF4 mRNA showed 1. 00±0. 16 and 3. 14±0. 27, miR-881-3p displays 18. 30±1. 44 and 0. 47±0. 02, circRNA_20298 indicated 0. 32±0. 10 and 4. 24±0. 22, circRNA_14826 showed 0. 42±0. 13 and 0. 61±0. 08. At the same time, the four kinds of cell apoptosis-related genes adrenoceptor beta 2 (ADRB2), dimethylarginine dimethylaminohydrolase 2 (DDAH2), annexin A5 (ANXA5), ect, which were promoted in expression by KLF4, were down-regulated at 0 hour after PH, but the cell apoptosis-related genes synuclein gamma (SNCG), glutathione-disulfide reductase (GSR), FYVE, RhoGEF and PH domain containing 4 (FGD4), ect, which were inhibited in expression by KLF4, were up-regulated at 0 hour after PH. On the other hand, the cell apoptosis-related genes ANXA5 and thymosin beta 10 (TMSB10), which are promoted in expression by KLF4, were up-regulated at the 120th hour after PH, but the cell apoptosis-related genes chloride intracellular channel 4 (CLIC4) and ataxin 3 (ATXN3), ect, which were inhibited in expression by KLF4, were down-regulated at the 120th hour after PH. Conclusion The correlation in expression and role of the miRNAs, which are inhibited by circRNAs, KLF4, its mRNA is inhibited by miRNAs, and the cell apoptosis-related genes, which are regulated by KLF4, are helpful for the hepatocyte to be in active state 0 hour after PH and to be in apoptotic state 120-hour after PH.
ABSTRACT
Circular RNAs (circRNAs) are a new class of non-coding RNAs, which have been confirmed to regulate insect gene expression and immune response through multiple manners such as competing endogenous RNA (ceRNA) regulatory network. Currently, function of circRNA in honey bee immune response remains unclear. In this study, PCR and Sanger sequencing were performed to validate the back splicing (BS) site of ame_circ_000115 (in short ac115). RT-qPCR was used to detect the expression profile of ac115 in larval guts of Apis mellifera ligustica stressed by Ascosphaera apis. Dual-luciferase reporter gene assay was conducted to verify the binding relationship between ac115 and ame-miR-13b. Interference of ac115 in larval guts was carried out by feeding specific siRNA, followed by determination of the effect of ac115 interference on expression of six genes relevant to host immune response. The results confirmed the existence of BS site within ac115. Compared with the un-inoculated group, the expression of ac115 in 4-day-old larval gut of the A. apis-inoculated group was up-regulated with extreme significance (P < 0.000 1), while that in 5- and 6-day-old larval guts were significantly up-regulated (P < 0.05). The brightness of specific band for ac115 in 4-, 5- and 6-day-old larval guts of the siRNA-circ_000115-fed group gradually became weak, whereas that of the siRNA-scrambl-fed group was pretty high without obvious variation. Compared with that of the siRNA-scramble-fed group, the expression of ac115 in 4-day-old larval gut of the siRNA-circ_000115-fed group was significantly down-regulated (P < 0.05), whereas that of the 5- and 6-day-old larval guts were down-regulated with extreme significance (P < 0.001). Ame-miR-13b was truly existed and expressed in A. m. ligustica larval guts, and there was true binding relationship between ac115 and ame-miR-13b. Compared with that of the siRNA-scramble-fed group, the expression of antimicrobial peptide genes hymenoptaecin and abaecin in 6-day-old larval gut of the siRNA-circ_000115-fed group was significantly up-regulated (P < 0.05), while that of ecdysone receptor (Ecr) was down-regulated with extreme significance (P < 0.01). These results indicate that ac115 is truly expressed in A. m. ligustica larval guts, BS site truly exists within ac115, and effective interference of ac115 in A. m. ligustica larval guts can be achieved via feeding siRNA. Moreover, ac115 potentially regulates Ecr expression through adsorption of ame-miR-13b and expression of hymenoptaecin and abaecin using a non-ceRNA manner, further participating in host stress-response.
Subject(s)
Animals , Bees/genetics , Larva/metabolism , RNA, Circular/genetics , RNA, Small Interfering/genetics , MicroRNAs/geneticsABSTRACT
Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease caused by inflammatory cells. Various inflammatory cells involved in RA include fibroblast-like synoviocytes, macrophages, CD4+T-lymphocytes, B lymphocytes, osteoclasts and chondrocytes. The close interaction between various inflammatory cells leads to imbalance of immune response and disorder of the expression of mRNA in inflammatory cells. It helps to drive production of pro-inflammatory cytokines and stimulate specific antigen-specific T- and B-lymphocytes to produce autoantibodies which is an important pathogenic factor for RA. Competing endogenous RNA (ceRNA) can regulate the expression of mRNA by competitively binding to miRNA. The related ceRNA network is a new regulatory mechanism for RNA interaction. It has been found to be involved in the regulation of abnormal biological processes such as proliferation, apoptosis, invasion and release of inflammatory factors of RA inflammatory cells. Understanding the ceRNA network in 6 kinds of RA common inflammatory cells provides a new idea for further elucidating the pathogenesis of RA, and provides a theoretical basis for the discovery of new biomarkers and effective therapeutic targets.
Subject(s)
Humans , Arthritis, Rheumatoid/genetics , MicroRNAs/metabolism , Synoviocytes/pathology , Cytokines/metabolism , RNA, Messenger/metabolism , Fibroblasts/pathology , Cell ProliferationABSTRACT
In recent years, there has been an increasing number of studies on long non-coding RNAs (lncRNAs) as a competing endogenous RNA (ceRNA) in melanoma. Different lncRNAs show high or low expression in melanoma, and competitively combine with miRNAs through ceRNA mechanism, affecting the expression of downstream target mRNAs, thereby playing the role of oncogenes or tumor suppressor genes. Understanding the role of lncRNA as ceRNA in melanoma can provide new ideas for the diagnosis and treatment of melanoma in the future.
ABSTRACT
Colon cancer is a common malignant tumor in the world, however, its pathogenesis still needs further research. FEZF1- AS1 is highly expressed in colon cancer and other malignant tumors, and is associated with clinicopathological features and prognosis of colon cancer patients. In addition, FEZF1- AS1 promotes the proliferation, invasion and migration of colon cancer cells, regulates the cell cycle and inhibits apoptosis through various mechanisms, suggesting that FEZF1- AS1 may be a new important molecular biomarker and a potential therapeutic target for colon cancer. This article reviews the advances in the study of function and mechanism of FEZF1- AS1 in colon cancer.
ABSTRACT
Abstract Objective: Long Non-Coding RNAs (LncRNAs) act as an indispensable role in cancer development. The study aimed to investigate the role and mechanism of lncRNA Small Nucleolar RNA Host Gene 1 (SNHG1) in Bladder Cancer (BC) progression. Method: The expression, prognostic value, diagnostic value, and correlation of SNHG1, Enhancer of Zeste 2 polycomb repressive complex 2 subunit (EZH2), and Kruppel Like Factor 2 (KLF2) were analyzed through bioinformatics analysis. The expression was also validated in BC tissues and cell lines. Besides, their regulation and binding were tested via qPCR, Western blot, Dual-Luciferase Reporter Assay (DLRA), Argonaute RISC catalytic component 2-RNA Immunoprecipitation (AGO2-RIP), and Chromatin Immunoprecipitation (ChIP). A xenograft model in nude mice was also established. Results: SNHG1 was significantly overexpressed in BC tissues and cells. Importantly, SNHG1 was associated with poor survival, and ROC curves revealed high diagnostic values. Moreover, by CCK8, wound healing, transwell, and Western blot analysis, SNHG1 knockdown significantly inhibited the proliferation, migration, invasion, and epithelial-mesenchymal transition of BC cells. Additionally, in vivo experiments showed that silencing SNHG1 hindered tumorigenesis and tumor growth. Regarding mechanism, the results of AGO2-RIP, ChIP or DLRA showed that SNHG1 played different roles at diverse subcellular sites. In the cytoplasm, SNHG1 acted as a competing endogenous RNA for miR-137-3p to promote EZH2 expression. In the nucleus, SNHG1 could interact with EZH2 to inhibit KLF2 transcription. Conclusion: Our study elucidated that SNHG1 formed a regulatory network and played an oncogenic role in BC, which provided a novel therapeutic target for BC treatment.
ABSTRACT
Objective:To comprehensively analyze the expression profile of circular RNA (circRNA) and construct competing endogenous RNA (ceRNA) regulatory networks in tuberous sclerosis complex related renal angiomyolipoma (TSC-RAML).Methods:According to the diagnostic criteria of TSC determined by the international consensus group on tuberous sclerosis in 2012, tumor tissues and paired normal renal tissues of 3 patients with TSC-RAML who were diagnosed in our hospital from January 2017 to January 2019 were collected. The circRNA, miRNA and mRNA of 3 paired samples were detected by circRNA, miRNA chip technology and next generation sequencing respectively, and the differential molecules were determined. Gene Ontology(GO) functional enrichment analysis and Kyoto Encyclopedia of genes and genomes(KEGG) pathway enrichment analysis were performed based on differential mRNA molecules and host genes of circRNA. Based on differential circRNA, miRNA and mRNA, up-regulated and down-regulated ceRNA regulatory networks were established.Results:A total of 330 up-regulated and 336 down-regulated differential circRNA, 8 up-regulated and 7 down-regulated miRNA, 800 up-regulated and 1130 down-regulated mRNA were screened. Through GO and KEGG enrichment analysis, many pathways including lipid metabolism, focal adhesion and mineral absorption were abnormally altered. Finally, the up-regualted ceRNA network led by hsa_circ_0092022, hsa_circ_0076859 and hsa_circ_0033388 and down-regulated network led by hsa_circ_0000374, hsa_circ_0000141, hsa_circ_0072665, hsa_circ_0009503 and hsa_circ_0000009 were constructed.Conclusions:There were many differentially expressed circRNA between TSC-RAML and paired normal renal tissues. ceRNA regulatory networks may be involved in the occurrence and development of TSC-RAML.
ABSTRACT
The skeletal muscle is an important part of the animal body, which is closely related to body movement, energy consumption, production performance and its development process is regulated by many factors. The molecular mechanism of skeletal muscle growth and development is not only closely related to animal husbandry production, but also provides a theoretical basis for the treatment of muscle dis-eases, such as amyotrophic muscular dystrophy, and so on. Non-coding RNA (ncRNA) is a kind of RNA without coding ability, in which circular RNA (circRNA), long non-coding RNA (lncRNA) and micro RNA (miRNA) have been proved to play an important role in the development of skeletal muscles. miR-NA can specifically bind to the 3′ untranslated region (3′ UTR) of the target gene through its seed se-quence, so as to inhibit the translation process of the target gene or directly degrade the target gene, and become a prominent participant in a variety of biological processes. Studies have shown that circRNA, ln-cRNA, pseudogenes and mRNA with miRNA response elements (MRE) can competitively combine miRNA to regulate gene expression, forming a competing endogenous RNA (ceRNA) regulatory network model. This hypothesis subverts the previous concept of unidirectional regulation of target genes by miRNA, and endows them with new biological functions in transcriptome, which is of great biological significance. In recent years, it has been found that ceRNA plays an important regulatory role in the growth and development of skeletal muscles. This paper reviews the role of miRNA, lncRNA and circRNA in the proliferation and differentiation of animal skeletal muscle cells, which is an important member of ceRNA mechanism, in order to broaden the research direction of skeletal muscle mechanism and provide new ideas for the development of animal husbandry and the treatment of muscle diseases.
ABSTRACT
Objective@#To investigate the differences and clinical significance of circRNA expression profiles in oral leukoplakia (OLK) tissues and normal oral mucosal (NOM) tissues.@*Methods@# High-throughput sequencing was used to detect differentially expressed circRNAs in 6 pairs of OLK and NOM tissues, and qRT-PCR was used to verify the expression of 10 circRNAs screened in 6 pairs of OLK and NOM tissues. The ring formation of circRNA was verified by RNase R digestion and Sanger sequencing, and the target circHLA-C was further verified by qRT-PCR in 20 pairs of OLK and NOM tissues. CircHLA-C was visualized using the UCSC genome browser (genome.ucsc.edu). The function of differentially expressed circRNAs was analyzed by GO and KEGG enrichment analyses. TargetScan and miRanda predicted the downstream miRNAs and mRNAs of the target circRNAs, and a ceRNA network related to the identified circRNAs was constructed in Cytoscape.@* Results@#Sequencing analysis showed that 366 circRNAs were significantly differentially expressed in OLK tissues, including 65 upregulated and 301 downregulated circRNAs. After qRT-PCR verification, 7 of the 10 screened circRNAs were expressed consistent with the sequencing results. The upregulated circHLA-C was confirmed to be a real circRNA with back-splice junction sites by RNase R digestion and Sanger sequencing. Correlation analysis showed a positive correlation between circHLA-C and the degree of OLK dysplasia. ROC curve analysis suggested that circHLA-C had potential value in diagnosing OLK with high accuracy and specificity.@*Conclusion@#CircRNA was significantly abnormally expressed in OLK tissues, and the upregulation of circHLA-C may be related to the degree of OLK dysplasia, providing guiding value for the diagnosis of OLK in the future.
ABSTRACT
Cervical cancer (CC) patients have a poor prognosis due to the high recurrence rate. However, there are still no effective molecular signatures to predict the recurrence and survival rates for CC patients. Here, we aimed to identify a novel signature based on three types of RNAs [messenger RNA (mRNAs), microRNA (miRNAs), and long non-coding RNAs (lncRNAs)]. A total of 763 differentially expressed mRNAs (DEMs), 46 lncRNAs (DELs), and 22 miRNAs (DEMis) were identified between recurrent and non-recurrent CC patients using the datasets collected from the Gene Expression Omnibus (GSE44001; training) and The Cancer Genome Atlas (RNA- and miRNA-sequencing; testing) databases. A competing endogenous RNA network was constructed based on 23 DELs, 15 DEMis, and 426 DEMs, in which 15 DELs, 13 DEMis, and 390 DEMs were significantly associated with disease-free survival (DFS). A prognostic signature, containing two DELs (CD27-AS1, LINC00683), three DEMis (hsa-miR-146b, hsa-miR-1238, hsa-miR-4648), and seven DEMs (ARMC7, ATRX, FBLN5, GHR, MYLIP, OXCT1, RAB39A), was developed after LASSO analysis. The built risk score could effectively separate the recurrence rate and DFS of patients in the high- and low-risk groups. The accuracy of this risk score model for DFS prediction was better than that of the FIGO (International Federation of Gynecology and Obstetrics) staging (the area under receiver operating characteristic curve: training, 0.954 vs 0.501; testing, 0.882 vs 0.656; and C-index: training, 0.855 vs 0.539; testing, 0.711 vs 0.508). In conclusion, the high predictive accuracy of our signature for DFS indicated its potential clinical application value for CC patients.
Subject(s)
Humans , Female , Uterine Cervical Neoplasms/genetics , MicroRNAs/genetics , RNA, Long Noncoding/genetics , RNA, Messenger , Gene Expression Regulation, Neoplastic , Disease-Free Survival , rab GTP-Binding Proteins , Ubiquitin-Protein Ligases , Neoplasm Recurrence, Local/geneticsABSTRACT
The breast cancer has globally become the leading malignant cancer of female which seriously endangered women’s life and health. The pathogenesis and development mechanisms of breast cancer are still unclear, restricting its diagnosis and treatment. In recent years, it has been found that some long non-coding RNAs (LncRNAs), circular RNAs (circRNAs), pseudogenes possessing microRNA (miRNA) response element (MRE), and mRNAs can compete on binding to miRNA, which plays an important role in the regulation of breast cancer. This type of RNA is called competing endogenous RNA (ceRNA). This article will review the biological function of the development and occurrence mechanisms of different types of ceRNAs in breast cancer genesis.
ABSTRACT
Objective: To investigate the effect of hypoxia on the expression of ephrin A3 (EFNA3) in hepatocellular carcinoma, and the effects of silencing EFNA3 gene expression on migration and invasion abilities of hepatocellular carcinoma cells induced by hypoxia. Methods: The hepatocellular carcinoma HCC-LY10 and MHCC-97L cells were cultured in hypoxic condition for 0, 12, 24 and 48 h, the expression level of EFNA3 mRNA and long non-coding RNA (LncRNA) EFNA3 were detected by real-time fluorescent quantitative PCR, the expression level of EFNA3 and hypoxia inducible factor-1α (HIF-1α) proteins were detected by Western blotting. The HCC-LY10 and MHCC-97L cells were transfected with microRNA (miR)-210-3pmimic and negative control (NC)-mimic by liposome, when cultured in normoxic and hypoxic condition for 48 h, the expression level of miR-210-3p, EFNA3 mRNA and LncRNA EFNA3 were detected by real-time fluorescent quantitative PCR, the expression level of EFNA3 and HIF-1α proteins were detected by Western blotting. The HCC-LY10 and MHCC-97L cells were infected with recombinant lentivirus vector carrying shHIF-1α and shHIF-2α targeting HIF-1α and HIF-2α genes (GV248-shHIF-1α-1, GV248-shHIF-1α-2, GV248-shHIF-2α-1 and GV248-shHIF-2α-2) and negative control plasmid (GV248-NC), when cultured in hypoxic condition for 48 h, the interference efficiency of HIF-1α and HIF-2α were detected by real-time fluorescent quantitative PCR, then the expression level of EFNA3 mRNA and LncRNA EFNA3 in HCC-LY10 and MHCC97L cells HIF-1α and HIF-2α silencing were detected by real-time fluorescent quantitative PCR. The HCC-LY10 and MHCC-97L cells were infected with recombinant lentivirus vector carrying shEFNA3 targeting EFNA3 genes (LVRU6GP-shEFNA3-1 and LVRU6GP-shEFNA3-2) and negative control plasmid (LVRU6GP-NC), the interference efficiency was analyzed by Western blotting. The effects of EFNA3 gene silencing on migration and invasion abilities of HCC-LY10 and MHCC-97L cells under hypoxic condition were evaluated by Transwell assays. Results: Under hypoxic condition, there was no significant change in EFNA3 mRNA level (P > 0.05), whereas EFNA3 protein level and LncRNA EFNA3 level increased significantly (all P 0.05) and down-regulated the protein level of EFNA3 induced by hypoxia (both P 0.05), and decreased the level of LncRNA EFNA3 (both P 0.05). Stably knocking-down EFNA3 significantly inhibits the abilities of migration and invasion of HCC-LY10 and MHCC-97L cells induced by hypoxia (both P < 0.01). Conclusion: The expression level of LncRNA EFNA3 was up-regulated by HIF-1α under hypoxia competitively binding to miR-210-3p to result in the up-regulation of EFNA3 protein level. Knocking-down EFNA3 inhibits the migration and invasion abilities of hepatocellular carcinoma cells under hypoxic condition.
ABSTRACT
@#[Abstract] Objective: To investigate the effect of long non coding RNA (lncRNA) LINC00308 on proliferation, invasion and migration of prostate cancer cells and its related mechanism. Methods: lncRNAs and mRNAs differentially expressed in prostate cancer tissues and adjacent control tissues were screened by gene chip, and LINC00308 and TRIP13 (thyroid hormone receptor interactor13) were identified as the research objects. The effects of LINC00308 on the proliferation, invasion and migration of prostate cancer cells were detected by MTT assay, plate cloning, Transwell and scratch test. The above effects were verified in nude mice xenografts. The effect of LINC00308 on expression of TRIP13 in tumor tissues and cancer cells was detected by Western blotting and immunohistochemistry. Bioinformatics analysis, RIP (RNA immunoprecipitation), qPCR and Double luciferase gene reporter experiments were used to predict and explore the interaction mechanism between miR-361-5p and LINC00308 as well as TRIP13, and plate cloning and Transwell invasion test were used to verify the biological behaviors of cancer cells. Results: Both the microarray results and qPCR confirmed that the expressions of LINC00308 (P<0.01) and TRIP13 (P<0.05) were abnormally high in prostate cancer tissues and four cell lines; cell function test results showed that overexpression of LINC00308 could promote the proliferation, invasion and migration of prostate cancer PC3 cells (all P<0.05), while down-regulation of LINC00308 in prostate cancer cells had the opposite effect. In nude mice. LINC00308 could promote the tumorigenesis of prostate cancer cells in vivo, and increase the expression of TRIP13 both in vivo and in vitro (P<0.05). Bioinformatics analysis, RIP, qPCR and Double luciferase gene reporter results confirmed that miR-361-5p could bind to 3'-UTR of LINC00308 and TRIP13 respectively, and LINC00308 could act as a competing endogenous RNA (ceRNA) by sponging miR-361-5p to regulate the expression of TRIP13. In addition, MTT, plate cloning and Transwell assay confirmed the regulatory interaction among LINC00308 miR-361-5p and TRIP13 from the levels of proliferation, colony formation and invasion in cancer cells. Conclusion: LINC00308, which is abnormally highly expressed in prostate cancer tissues and cells, can inhibit the expression of miR-361-5p and enhance the expression of TRIP13 by exerting its ceRNA function, thus promoting the proliferation, invasion and migration of prostate cancer.
ABSTRACT
@#[ [Abstract] ] Objective: To identify the molecules related to the occurrence, development and prognosis of hepatocellular carcinoma (HCC) by constructing ceRNA regulatory network of HCC. Methods: Data of HCC transcription group were downloaded from TCGA database. We processed the original data into expression matrix of mRNA, lncRNA and miRNA via Perl language. DGEs of RNA and microRNA were extracted and analyzed from the“Edge”package of R language with the threshold of (|log FC|>2.0 and P<0.01). Through the database comparison, the relationship pairs of different lncRNAs-different miRNAs, different miRNAs-different mRNAs were obtained, and then imported them into the Cytoscape software to construct the ceRNA regulatory network diagram. The survival data of three DGEs were collected and analyzed by“survival”package and Kaplan Meier plotter analysis software. The survival curves were drawn and the genes were obtained by survival analysis. Results: The lncRNArelated ceRNA regulatory network of HCC was successfully constructed. Three regulatory pairs of lncRNA-miRNA-mRNA were obtained by analyzing the interaction and regulatory relationship between DGEs via ceRNA network. Among them, one regulatory pathway (CCDC26-hsa-mir-141-EPHA2) was in accordance with ceRNA theory. The prognostic analyses showed that the survival rate of patients with high expression of 14 mRNAs was lower than those with low expression, which could be used as biomarkers of adverse prognosis of HCC. The survival rate of patients with low expression of 1 lncRNA (TSPEAR-AS1) and 2 mRNA (CPEB3 and PROK2) was lower than those with high expression, which may be the protective gene of HCC. Conclusions:Through screening of HCC lncRNA related ceRNA regulatory network,14mRNAswithhighexpressionmaybetherelevant molecules related to poor prognosisofHCC,while1lncRNAand2 mRNAs with low expression may be the molecules related to good prognosis of HCC, providing reference for HCC treatment and prognosis evaluation.