基于转录组测序技术进行静原鸡差异miRNA与mRNA的关联分析

为探究静原鸡肌肉组织肌苷酸沉积过程的分子调控机制,本研究以静原鸡胸肌和腿肌组织作为试验材料,通过转录组测序技术,利用生物信息学分析方法筛选出差异表达miRNA及其靶基因.分析结果表明,静原鸡胸肌和腿肌组织的比较组合中有39个差异表达miRNAs(19个显著上调,20个显著下调).通过miRNA-mRNA互作网络分析可知,一个miRNA可以靶向多个mRNA参与调控多个靶基因的表达.GO富集分析表明,候选靶基因的功能主要富集于三个分支的单一生物过程、细胞内和结构分子活性等.KEGG通路注释表明,候选靶基因显著富集到碳代谢、蛋白酶体通路和氨基酸的生物合成等通路中.选取4个差异表达miRNA的与肌苷酸合成和代谢相关的候选靶基因(POLR2C,GMPR,IMPDH2和APRT)进行实时荧光定量PCR验证,结果表明,定量结果与转录组测序结果趋势一致.该研究结果为阐明地方鸡种肌苷酸特异性沉积过程中miRNA介导的靶基因与肉品风味的关系及其表达分析提供理论依据.     

胃癌多药耐药相关microRNA的筛选和鉴定

目的:研究胃癌多药耐药相关microRNA并对其进行鉴定、靶基因预测和预测靶基因的生物信息学分析。方法:运用microRNA芯片对胃癌多药耐药细胞SGC7901/ADR和其亲本细胞SGC7901进行microRNA表达谱分析;采用实时定量PCR的方法对差异表达的miRNA进行验证;再运用生物信息学方法对差异表达的miRNA进行靶基因预测;再对预测的靶基因进行GO和KEGG通路分析。结果:与SGC7901相比SGC7901/ADR表达上调超过2倍的miRNA有6个,表达下调超过2倍的有11个。实时定量PCR对共同差异表达的microRNA进行验证显示与芯片结果的一致性。对这17个差异表达的miRNA进行靶基因预测,再对预测得到的靶基因进行GO和KEGG通路分析显示预测的靶基因参与了肿瘤相关通路、MAPK通路、Focal Adhesion通路等。结论:我们初步筛选得到了胃癌多药耐药相关miRNA并对其进行了生物信息学分析,为进一步地探索miRNA在胃癌多药耐药中的作用及其分子机制奠定了基础。     

家蚕5龄幼虫精巢和卵巢microRNA芯片及转录组比较分析

【目的】本研究旨在通过对家蚕Bombyx mori 5龄幼虫精巢和卵巢组织微小RNA (microRNA, miRNA)基因芯片及转录组进行分析,找到参与家蚕性腺发育相关的miRNA分子及可能的靶基因。【方法】采用新一代高通量测序平台对家蚕5龄幼虫精巢和卵巢(分别定义为Test和Control)进行miRNA基因芯片检测及转录组测序分析,根据P＜0.05且log₂(fold change, FC)≥2的标准,通过比较筛选出Test vs Control的差异表达miRNA;根据q≤0.05且|log₂(fold change)|≥1的标准,通过比较筛选出Test vs Control的差异表达基因 (differentially expressed genes, DEGs);随机选取8个上调和12个下调差异表达miRNA,对其表达及其预测的5个靶基因进行qRT-PCR验证;对DEGs以及差异表达miRNA的靶基因进行KEGG通路富集分析。【结果】从精巢和卵巢样本中(Test vs Control)分别鉴定出68个差异表达miRNA和3 991个DEGs,其中上调和下调miRNA分别为36和32个,上调和下调DEGs分别为2 033和1 958个。差异表达miRNA的qRT PCR验证结果均与芯片数据一致。KEGG通路富集分析结果显示DEGs在新陈代谢及核糖体的信号通路显著富集。对差异表达miRNA在DEGs中的可能靶基因进行预测,结果找到了4组表达趋势相反的miRNA与靶基因：分别是bmo-miR-2774a与LOC101745556;bmo-miR-92b与LOC101735954以及bmo-miR-3266与LOC733130和LOC778467;1组表达趋势一致的miRNA与靶基因：bmo-miR-3321与LOC101744895。5个靶基因的qRT-PCR验证结果与转录组测序结果一致。【结论】本研究获得了家蚕5龄幼虫精巢和卵巢转录组及miRNA芯片数据,筛选并验证了4组差异表达和1组一致表达miRNA及潜在靶基因,为探究家蚕精巢和卵巢发育差异奠定了基础。     

microRNA在先天性心脏病继发性肺动脉高压肺组织内变化的实验研究

近年来发现多种miRNA在心血管系统中发挥了极其重要的作用。应用microRNA(miRNA)芯片技术对miRNA在先天性心脏病相关肺动脉高压(pulmonary arterial hypertension,PAH)肺组织内的变化进行研究。收集室间隔缺损(ventricular septal defect,VSD)合并重度PAH(PAH组,n=6)和不伴PAH患者肺组织(对照组,n=6)。分别提取总RNA,然后采用miRNA芯片进行miRNA表达谱差异分析,并对结果进行实时定量PCR验证。和对照组相比,PAH组miRNA表达谱中共有78个差异表达位点,其中有62个上调,16个下调。提示miRNA参与了先天性心脏病继发性肺动脉高压的调节作用,可能成为预防和逆转PAH的新靶点。     

青年羊驼耳部和背部皮肤组织中miRNA差异表达研究

羊驼是毛用型经济动物,其耳部和背部的毛发品质和生长速度存在差异.MicroRNA(miRNA)是新发现的一类在转录后水平调控基因表达的非编码RNA分子,为比较miRNA在羊驼耳部和背部皮肤的表达差异,从而探讨miRNA在羊驼皮肤和毛囊发育过程中的调控作用,本实验提取羊驼皮肤总RNA,制备了羊驼皮肤miRNA芯片,通过与Affymetrix多物种miRNA芯片跨物种杂交对耳部和背部皮肤的miRNA进行筛选,并通过实时荧光定量PCR进行了验证,同时利用在线生物信息软件预测miRNA靶基因.结果显示,羊驼耳部和背部皮肤中高表达差异2倍以上的miRNA有39个,实时荧光定量PCR检测let-7b和miR-24在2个部位皮肤中的差异表达量与miRNA基因芯片结果一致;预测到let-7b和miR-24的靶基因中包含有与毛囊生长发育和毛发品质相关的基因,提示这些miRNA可能参与羊驼皮肤和毛囊的生长发育、更新以及毛发品质的调控.     

家蚕miRNA Novel-31~*上调溶血素基因的表达

【目的】Novel-31*是在家蚕质型多角体病毒(Bombyx mori cytoplasmic polyhedrosis virus,Bm CPV)感染的家蚕中发现的一个差异表达miRNA。本研究旨在验证Novel-31*对其靶基因表达的调控作用,以便进一步研究miRNA及其靶基因在昆虫免疫调节中的作用。【方法】用生物信息学方法预测Novel-31*的靶基因,荧光定量PCR分析Novel-31*及其靶基因在家蚕感染Bm CPV后不同时间点的表达变化;构建miRNA慢病毒表达载体和靶基因慢病毒表达载体,转染293T细胞,同时合成Novel-31*mimics转染家蚕培养细胞Bm N,使用荧光定量PCR检测Novel-31*对靶基因表达的调控作用。【结果】生物信息学方法预测发现,溶血素基因是Novel-31*的靶基因,其结合位点位于溶血素基因的5'UTR区域。荧光定量PCR分析表明,Novel-31*及溶血素基因在感染Bm CPV的家蚕血淋巴细胞中呈现明显的上调表达。荧光定量PCR检测表明,在Novel-31*慢病毒表达载体和溶血素基因5'UTR慢病毒表达载体转染的293T细胞中和在转染Novel-31*mimics的家蚕Bm N细胞中,溶血素基因都上调表达。【结论】溶血素基因是miRNA Novel-31*的靶基因,Novel-31*与溶血素基因5'UTR结合,上调溶血素基因的表达。     

胆囊结石患者血清microRNA表达谱及其意义

目的:建立胆囊结石患者与健康人的血清microRNA(miRNA)表达谱,并分析其差异miRNA功能。方法:收集解放军总医院诊治的胆囊结石患者的血清(试验组)及健康人的血清(对照组),采用miRNA测序技术,建立胆囊结石患者的miRNA表达谱,并通过qPCR技术验证其差异miRNA,利用生物信息学技术预测其差异miRNA的生物功能。定量资料以x±s描述,两组数据间比较采用t检验。结果:试验组与对照组miRNA表达谱序列分别为14 899 245和11 783 121个,miRNA种类分别为686和633个,其差异表达miRNA为16个,均为下调。GO分析显示差异miRNA的靶基因在细胞过程上富集于细胞转化、生物调节和代谢过程等,在细胞组成上富集于细胞成分和细胞器成分等,在分子功能上富集于结合和活性催化等;KEGG功能分析显示差异miRNA的靶基因主要参与环腺苷酸、催产素、生物节律等代谢通路。利用qPCR方法验证miR-1228、miR-1249、miR-3614和miR-766在2组间差异趋势与测序结果基本一致,其中miR-1228、miR-3614和miR-766在2组间存在统计学差异,而miR-1249无统计学差异。结论:血清中的差异miRNA在胆囊结石的形成中可能发挥重要作用,其对胆囊结石疾病的防治具有重要意义。     

大鼠肝纤维化相关microRNA及其候选靶基因的筛选

microRNAs (miRNAs)是一类功能性非编码RNA,在多种生物过程中具有重要作用.然而,miRNA的表达模式、调控网络以及参与肝纤维化的miRNA仍有待阐明.为了探讨与肝纤维化相关的miRNA及其靶基因的功能,为临床肝纤维化治疗提供理论依据,本研究前期已采用胆管结扎法(BDL)建立大鼠胆汁淤积性肝纤维化模型.从大鼠肝脏中提取总RNA,应用基因芯片技术对胆汁淤积性肝纤维化肝组织中miRNA和mRNA表达谱进行综合分析;结合生物信息方法分析在胆汁淤积性肝纤维化中差异表达miRNA可能的靶基因;实时荧光定量PCR技术检测TGF-β1处理人肝星状细胞LX-2细胞中miR-29a-3p、miR-194-5p和miR-22-3p相对表达水平.结果 表明,与正常肝组织相比,纤维化肝组织中有48个差异表达miRNA (FC＞2,P＜0.05),其中36个上调,12个下调;筛选出18个预测靶基因参与与纤维化相关的生物过程;TGF-β1处理LX-2细胞中miR-29a-3p、miR-194-5p和miR-22-3p相对表达水平显著下调(P＜0.05).本研究筛选的差异表达miRNAs通过调节靶基因的表达在肝纤维化中可能发挥重要作用,将为miRNA在肝纤维化中的作用提供新的见解.     

利用表达谱芯片数据筛选不同表达丰度的内参基因

目的基于表达谱芯片的检测结果,筛选多个内参基因,用于小家鼠肝脏组织中具有不同表达丰度基因的定量检测。方法应用表达谱芯片技术,完成小鼠肝脏组织的表达谱检测;依据基因表达丰度将基因分为3组,并进一步通过变异系数(coefficient of variation,CV)组内筛选候选内参基因;采用实时荧光定量PCR技术(realtime quantitative polymerase chain reaction,q PCR)和ge Norm软件确定内参基因。结果表达谱芯片成功采集超过60000个小鼠肝脏组织中转录本的表达量数据,并将之分为低、中、高3个组合。最终筛选了低表达Casp2和Lrrc14、中表达Nrd1和Trpc4ap、高表达Atp5a1和Clu,共6个内参基因。结论基于表达谱芯片数据筛选的6个内参基因,可适用于q PCR技术准确定量小家鼠肝组织转录组中不同表达丰度基因的表达量。     

MicroRNAs Are Involved in Homocysteine-Induced Cardiac Remodeling

Elevated level of homocysteine (Hcy) called hyperhomocysteinemia (HHcy) is one of the major risk factors for chronic heart failure. Although the role of Hcy in cardiac remodeling is documented, the regulatory mechanism involved therein is still nebulous. MicroRNAs (miRNAs) and dicer have been implicated in regulation of cardiovascular diseases. Dicer is the only known enzyme involved in miRNA maturation. We investigated the involvement of dicer and miRNA in Hcy-induced cardiac remodeling. HL-1 cardiomyocytes were cultured in different doses of Hcy. Total RNA was isolated and RT-PCR and real-time PCR was performed for dicer, MMP-2,-9, TIMP-1,-3, and NOX-4. MiRNA microarray was used for analyzing the differential expression of miRNAs. Individual miRNA assay was also done. Western blotting was used to assess the MMP-9 expression in HHcy cardiomyocytes. The RT-PCR results suggest that dicer expression is enhanced in HHcy cardiomyocytes suggesting its involvement in cardiac remodeling caused due to high dose of Hcy. On the other hand, high dose of Hcy increased NOX-4 expression, a marker for oxidative stress. Additionally, HHcy cardiomyocytes showed elevated levels of MMP-2,-9 and TIMP-1,-3, and reduced expression of TIMP-4, suggesting cardiac remodeling due to oxidative stress. The miRNA microarray assay revealed differential expression of 11 miRNAs and among them miR-188 show dramatic downregulation. These findings suggest that dicer and miRNAs especially miR-188 are involved in Hcy-induced cardiac remodeling.     

Cloning and characterization of miRNAs from maize seedling roots under low phosphorus stress

MicroRNAs (miRNAs) are a class of small, non-coding regulatory RNAs that regulate gene expression by guiding target mRNA cleavage or translational inhibition in plants and animals. In this study, a small RNA library was constructed to identify conserved miRNAs as well as novel miRNAs in maize seedling roots under low level phosphorus stress. Twelve miRNAs were identified by high throughput sequencing of the library and subsequent analysis, two belong to conserved miRNA families (miRNA399b and miRNA156), and the remaining ten are novel and one of latter is conserved in gramineous species. Based on sequence homology, we predicted 125 potential target genes of these miRNAs and then expression patterns of 7 miRNAs were validated by semi-RT-PCR analysis. MiRNA399b, Zma-miR3, and their target genes (Zmpt1 and Zmpt2) were analyzed by real-time PCR. It is shown that both miRNA399b and Zma-miR3 are induced by low phosphorus stress and regulated by their target genes (Zmpt1 and Zmpt2). Moreover, Zma-miR3, regulated by two maize inorganic phosphate transporters as a newly identified miRNAs, would likely be directly involved in phosphate homeostasis, so was miRNA399b in Arabidopsis and rice. These results indicate that both conserved and maize-specific miRNAs play important roles in stress responses and other physiological processes correlated with phosphate starvation, regulated by their target genes. Identification of these differentially expressed miRNAs will facilitate us to uncover the molecular mechanisms underlying the progression of maize seedling roots development under low level phosphorus stress.     

Identification of miRNAs and Their Target Genes Using Deep Sequencing and Degradome Analysis in Trifoliate Orange [<Emphasis Type="Italic">Poncirus trifoliate</Emphasis> (L.) Raf]

To identify novel as well as conserved miRNAs in citrus, deep sequencing of small RNA library combined with microarray was performed in precocious trifoliate orange (an early flowering mutant of trifoliate orange, Poncirus trifoliata L. Raf.), resulting in the obtainment of a total of 114 conserved miRNAs belonging to 38 families and 155 novel miRNAs. The miRNA star sequences of 39 conserved miRNAs and 27 novel miRNAs were also discovered among newly identified miRNAs, providing additional evidence for the existence of miRNAs. Through degradome sequencing, 172 and 149 genes were identified as targets of conserved miRNAs and novel miRNAs, respectively. GO and KEGG annotation revealed that high ranked miRNA-target genes were those implicated in biological and metabolic processes. To characterize those miRNAs expressed at the juvenile and adult development stages of citrus, further analysis on the expression profiles of these miRNAs through hybridizing the commercial microarray and real-time PCR was performed. The results revealed that some miRNAs were down-regulated at adult stage compared with juvenile stage. Detailed comparison of the expression patterns of some miRNAs and corresponding target genes revealed the negative correlation between them, while few of them are positively correlated.