基于数据挖掘分析microRNAs在冠状动脉支架内再狭窄中的调控机制

目的:通过寻找支架内再狭窄相关的循环microRNAs(miRNAs)及其作用靶基因,阐释miRNAs在经皮冠状动脉介入治疗的同时带来的支架内再狭窄(ISR)中的网络调控作用及机制。方法:由美国NCBI的GEO公共数据平台下载GSE60959中的miRNAs芯片数据,通过GeneSpringGX芯片分析软件分析得到ISR患者和对照组之间差异表达的循环miRNAs;采用miRNAs靶基因预测算法TargetScan和miRanda预测差异表达miRNAs的靶基因,通过DAVID平台和KEGG数据库分析得到靶基因所参与的信号通路;用GSE46560的mRNA芯片数据分析得到ISR患者较非ISR患者循环mRNAs差异表达谱,用来验证miRNAs调控ISR所作用的靶基因;采用Cytoscape软件构建基于miRNAs-信号通路、miRNAs-靶基因的共表达网络。结果:与对照组相比,ISR组存在131个差异表达循环miRNAs,其中上调41个。前5个上调miRNAs分别是miR-1183、miR-512-5p、miR-187-5p、miR-144-3p和miR-1225-5p。5个miRNAs的预测靶基因共6587个,信号通路富集分析显示这些基因主要参与的信号通路包括MAPK signaling pathway、ErbB signaling pathway、Wnt signaling pathway、Focal adhesion、Neurotrophin signaling pathway和Regulation of actin cytoskeleton。进一步对mRNAs芯片进行差异分析显示,与对照组相比,ISR患者差异循环mRNAs共171个,其中最可能受上述5个miRNAs调控的基因共43个。构建的共表达网络显示,miR-512-5p是作用靶基因和参与信号通路最多的miRNAs。结论:ISR患者循环miRNAs和mRNAs表达谱均存在改变,多个差异表达miRNAs通过作用于多个靶mRNAs,进而影响多个信号通路的活性,最终对ISR的发生、发展形成网络调控作用。     

卡波氏肉瘤相关病毒编码的miRNAs的研究进展

MicroRNAs(miRNAs)是由内源性基因编码的转录后调节基因表达的小分子RNAs,可与靶基因mRNAs的3'非翻译区互补结合,抑制翻译.最近,在卡波氏肉瘤相关病毒(Kaposi sarcoma-associated herpesvirus,KSHV)的基因组中鉴定出12条miRNAs编码基因,这些病毒的miRNAs可能作用病毒本身,也可能调节宿主细胞的基因表达.然而,对它们的功能仍然所知甚少.主要介绍卡波氏内瘤相关病毒KSHV(HHV8)编码的miRNAs对宿主细胞基因表达的干预,并探讨病毒miRNAs在病毒发病机理中的可能的作用途径.     

急性髓系白血病mRNA与非编码RNA差异表达谱及CeRNA调控网络分析

利用GEO数据库(gene expression omnibus database)通过生物信息学分析方法探讨急性髓系白血病(acute myelogenous leukemia,AML)的发病机制。检索GEO数据库中AML相关芯片数据集GSE142698、GSE142699和GSE96535。利用GEO2R分析得到差异mRNAs、miRNAs以及差异lncRNAs。利用在线生物信息学分析工具DAVID对差异mRNAs进行GO富集分析和KEGG通路分析。利用miRWalk数据库预测AML相关miRNAs的靶向mRNAs,利用Spongescan数据库预测AML相关miRNAs的靶向lncRNAs,构建lncRNA-miRNA-mRNA竞争性内源RNA （competing endogenous RNA,ceRNA）调控网络。共筛选出29个显著差异mRNAs、70个显著差异miRNAs和20 005个显著差异lncRNAs。GO富集分析和KEGG通路分析显示,差异表达基因主要涉及蛋白磷酸化、细胞分裂、细胞增殖的负调控、基因表达的正向调节、周期蛋白依赖的丝氨酸/苏氨酸激酶活性的调节等生物过程以及细胞周期、细胞衰老、癌症通路、PI3K-Akt通路等信号通路。将miRWalk数据库预测的靶向mRNAs与差异mRNAs取交集,Spongescan数据库预测的靶向lncRNAs与差异lncRNAs取交集,分别确定了25个mRNAs、6个lncRNAs参与AML相关ceRNA调控网络的构建。结果表明,lncRNAs可能作为关键的ceRNA,通过调控miRNA和相关靶基因参与AML的发生与发展,研究结果为AML诊断和治疗的分子生物学研究提供了新的依据。     

外泌体源性miRNAs在肺癌发生发展中的作用

外泌体(exosomes)是细胞分泌的纳米级细胞外囊泡.外泌体通过释放其内的生物活性大分子,比如微小RNA(microRNA,miRNA)到受体细胞,从而介导细胞间交流通讯. MiRNAs作为一类主要在转录后水平负向调控靶mRNAs的非编码RNAs,其在外泌体中含量最为丰富.在肺癌中,miRNAs经肿瘤细胞分泌的外泌体转运释放而发挥重要的作用.本文主要讨论了外泌体源性miRNAs在肺癌发生发展的各个阶段,包括血管生成、细胞增殖、侵袭转移、免疫逃逸、耐药等方面的作用,以及其在作为新型肺癌诊断和预后标志物方面的临床价值.     

MicroRNA调控的分子影像研究进展

MicroRNAs(miRNAs)是一类长度约为22个核苷酸的RNA分子,它们通过与靶标mRNAs完全或不完全互补配对,进而导致靶标mRNA的降解或翻译的抑制.大量研究表明,它们在细胞增殖、分化、凋亡和肿瘤形成等广泛的生物学过程中都起着重要的作用.传统检测miRNAs表达的方法主要包括Northern杂交、实时定量PC...     

线粒体相关miRNAs研究进展

线粒体在信号通路转导、能量代谢、维持细胞整体活力等方面均发挥重要作用,其功能障碍会对多个器官造成影响,从而诱发疾病。研究证实,miRNAs(microRNAs)作为重要的转录后调控分子,不仅可以定位于胞质,还可以定位于线粒体,靶向线粒体基因组(mtDNA)编码产物并发挥重要作用。近年来,mtDNA编码的miRNAs的作用机制及核基因组编码miRNAs向线粒体的转位机制成为研究的热点问题,随着研究的不断深入,发现mitomiRNAs不仅可以通过靶向mRNAs发挥作用,还可以通过靶向非编码RNA(如rRNA或tRNA)来发挥作用。在本文中,我们将会对线粒体miRNAs的研究进展作一综述。     

蜜蜂球囊菌的microRNA鉴定及其调控网络分析

【目的】本研究利用small RNA-seq技术对球囊菌的纯培养进行测序,对球囊菌的micro RNAs miRNAs)进行预测、鉴定和分析,进而构建miRNAs-mRNAs的调控网络。【方法】利用Illumina Hiseq Xten平台对球囊菌菌丝与孢子进行测序,通过相关生物信息学软件对球囊菌的miRNAs进行预测和分析,通过茎环(Stem-loop)PCR对部分miRNAs进行鉴定,利用Cytoskype软件构建miRNAs-mRNAs的调控网络。【结果】本研究共获得48268696条clean reads,预测出118个球囊菌的miRNAs,它们的长度分布介于18–25 nt之间,不同长度的mi RNA的首位碱基偏好性差异明显。Stem-loop PCR验证结果显示共有10个miRNAs能够扩增出符合预期的目的片段,说明多数miRNAs可能真实存在。共预测出6529个球囊菌miRNAs的靶基因,其中5725个能够注释到Nr、Swissprot、KOG、GO和KEGG数据库。进一步分析结果显示有24个靶基因注释在MAPK信号通路。Cytoskype软件分析结果显示球囊菌的miRNAs与mRNAs之间存在复杂的调控网络,绝大多数的miRNAs处于调控网络的内部且同时结合多个mRNAs。【结论】本研究率先对球囊菌的miRNAs及miRNAs-mRNAs调控网络进行全面分析,研究结果丰富了对球囊菌miRNAs的认识,为其基础生物学信息提供了有益补充,也为阐明球囊菌致病的分子机理打下了一定基础。     

miRNAs在脊髓损伤中作用的研究进展

脊髓损伤是一个重要的公共卫生难题,脊髓损伤可划分为三个病理生理阶段:原发性损伤期、继发性损伤期和慢性损伤期。基因表达的改变在脊髓损伤中起到了重要作用,miRNAs可以调控转录后所有基因的表达,所以miRNAs是脊髓损伤中一个很具有研究价值的研究对象。miRNAs是20-25碱基组成的非编码RNA,通过与靶mRNAs 3‘UTR结合下调其表达实现的对mRNA翻译进程的调控。miRNAs与中枢神经系统的发育、功能和疾病有密切关系。脊髓损伤后miRNAs通过调节中性粒细胞和炎性反应通路在炎性应答中起到了重要作用;miRNAs在细胞凋亡中表现出了复杂的功能,其表达的改变可能同时刺激和抑制凋亡;miRNAs可通过增强星形胶质细胞肥大和调节胶质瘢痕的进程;miRNAs的下调可能通过促进轴突靶向作用、神经元存活和轴突生长来促进损伤脊髓部位再生进程。目前脊髓损伤仍是现代医学的难题,对神经系统疾病中miRNAs作用的研究,为脊髓损伤治疗提供了一种新的治疗方案,也是将来研究中的热点。     

microRNA及Wnt 信号通路在急性淋巴细胞白血病中的作用研究进展

micro RNAs(mi RNAs)是一种内源性的基因调控元件,参与细胞增殖、分化、凋亡等多种重要生物学过程。在许多实体瘤和血液系统恶性肿瘤中均存在mi RNA异常表达,说明mi RNA可能参与肿瘤的发生及发展。Wnt通路是一条经典的信号通路,其异常激活与多种实体瘤和血液系统恶性肿瘤的发生发展密切相关。急性淋巴细胞白血病(acute lymphoblastic leukemia,ALL)是一种常见的成人血液系统恶性肿瘤,现已发现多种mi RNA在ALL中异常表达,并与发病、治疗效果及预后有关。在ALL中可见Wnt信号通路的异常激活及通路抑制剂的异常失活,并且这些变化与ALL的预后密切相关。本文就mi RNAs和Wnt信号通路在急性淋巴细胞白血病(acute lymphoblastic leukemia,ALL)中的作用相关研究进展作一综述,以提供靶向治疗ALL的新思路。     

Genome-Wide Analysis of Small RNA and Novel MicroRNA Discovery in Human Acute Lymphoblastic Leukemia Based on Extensive Sequencing Approach

Background

MicroRNAs (miRNAs) have been proved to play an important role in various cellular processes and function as tumor suppressors or oncogenes in cancers including leukemia. The identification of a large number of novel miRNAs and other small regulatory RNAs will provide valuable insights into the roles they play in tumorgenesis.

Methodology/Principal Findings

To gain further understanding of the role of miRNAs relevant to acute lymphoblastic leukemia (ALL), we employed the sequencing-by-synthesis (SBS) strategy to sequence small RNA libraries prepared from ALL patients and normal donors. In total we identified 159 novel miRNAs and 116 novel miRNA*s from both libraries. Among the 159 novel miRNAs, 42 were identified with high stringency in our data set. Furthermore, we demonstrated the different expression patterns of 20 newly identified and several known miRNAs between ALL patients and normal donors, suggesting these miRNAs may be associated with ALL and could constitute an ALL-specific miRNA signature. Interestingly, GO “biological process” classifications revealed that a set of significantly abnormally expressed miRNAs are associated with disease relapse, which implies that these dysregulated miRNAs might promote the progression of ALL by regulating genes involved in the pathway of the disease development.

Conclusion/Significance

The study presents a comprehensive picture of the expression of small RNAs in human acute lymphoblastic leukemia and highlights novel and known miRNAs differentially expressed between ALL patients and normal donors. To our knowledge, this is the first study to look at genome-wide known and novel miRNA expression patterns in in human acute lymphoblastic leukemia. Our data revealed that these deregulated miRNAs may be associated with ALL or the onset of relapse.     

Aberrant Expression of Some Circulating miRNAs in Childhood Acute Lymphoblastic Leukemia

Acute lymphoblastic leukemia (ALL) is a heterogeneous cancer commonly affecting children due to dysregulation of miRNA expression. In the current study, authors investigated the expression profile for miRNA-125b-1 and miRNA-203 among childhood ALL. Blood samples were collected from newly diagnosed childhood ALL and healthy control children. The expression profile for candidate miRNAs was detected using quantitative RT-PCR analysis. Statistical analysis were performed using receiver operating characteristic curve (ROC) to examine the diagnostic efficacy of the two miRNA and their levels among ALL clinicopathological factors and phenotypes. The median expression level for miRNA-125b-1 was significantly high in childhood ALL; while miRNA-203 level was significantly low in childhood ALL as compared to control ones. MiRNA-125-1 reported significant increase in T-ALL as compared to other ALL phenotypes. Median miRNA-203 level was high in T-ALL followed by pre-B-ALL although no significant difference was reported. Clinicopathological factors did not emphasize significance with either detected miRNAs. Using ROC curve the diagnostic efficacy was significant with an area under the curve 0.858 for miRNA-125b-1 (83.72, 100%) and 0.878 for miRNA-203 (97.67, 86.96%). The combination of the two key miRNAs revealed absolute sensitivity (100%). MiRNA-125b-1 and miRNA-203 can be useful molecular markers for diagnosis of ALL. Further studies with large cohort are warranted to validate these results.     

miRNA-155 and miRNA-181a as prognostic biomarkers for pediatric acute lymphoblastic leukemia

Mortality rates of acute lymphoblastic leukemia (ALL) have improved over the past 20 years; however, a significant portion of deaths stems from the lack of prognostic biomarkers, which can direct therapy and overcome drug resistance. microRNA-155a (miRNA-155a) and miRNA-181a are two single-stranded miRNAs involved in the pathogenesis of many types of leukemia and lymphoma and is linked to drug resistance. We investigated their expression levels in 55 patients, 45 diagnosed with ALL and 10 as a control group. We found that miRNA-155a and miRNA-181a were significantly upregulated in the ALL group with both being linked to high levels of minimal residual disease and poor prognosis. miRNA-155a cutoff value was significant in discriminating between high- and low-risk ALL patients as well as between ALL patients and healthy controls, miRNA-181a cutoff value, however, was not significant. Both markers levels were significantly downregulated after therapy. We conclude that miR-155 is correlated with poor prognosis in ALL, whereas we couldn’t link miRNA-181a to the prognosis in ALL. Moreover, the marked decrease in their expression after therapy could reflect their impact on disease outcome.     

Association between microRNA-21, microRNA-150, and micro-RNA-451 expression and clinical outcome of patients with acute lymphoblastic leukemia

Background

Acute lymphoblastic leukemia (ALL) occurs owing to the defective maturation, increased proliferation, and lack of differentiation of lymphoid cells. Evaluation of the expression levels of microRNAs (miRNAs) could help in the prognosis and improve the clinical outcome of ALL patients. Given the role of miR-21, miR-150, and miR-451 as oncogenes and tumor suppressors in lymphocytes, this study explored the relation between the expression levels of these miRNAs and the clinical outcomes of ALL patients.

Methods

cDNA synthesis and RT-PCR were performed for peripheral blood samples from 41 patients with ALL, as well as for U937 and Jurkat cell lines to examine the expression of miR-451, miR-150, and miR-21 after miRNA purification. We also performed an epidemiological analysis in which Mann–Whitney and Chi-square tests were used to investigate the relationship between the expression of miRNAs and other clinical and laboratory data. Binary logistic regression models were used to estimate the odds ratio in univariate and multivariate analyses for clinical outcomes.

Results

miR-21 and miR-150 expression was found to be decreased, while miR-451 expression showed no difference compared to the control group. There was a significant relationship between miR-451 expression and hemoglobin (Hb) levels, as well as between miR-150 expression and clinical outcomes of ALL patients.

Conclusion

Increased expression of miR-451 decreased the Hb levels; reduced expression of miR-150 was associated with increased relapse rate in patients. Age, increased WBC, and decreased Hb levels were associated with increased relapse rates in ALL patients. Therefore, miR-150 could be used as a biomarker to determine the clinical outcome of ALL patients.