马蔺根系响应Cd胁迫的miRNA高通量测序分析

为了解Cd胁迫下马蔺﹝Iris lactea var. chinensis ( Fisch.) Koidz.〕根系miRNA的表达模式,采用高通量测序法对100μmol·L-1 Cd胁迫0(CK)和24 h(Cd)后马蔺根系的sRNA文库(分别为CK和Cd文库)进行分析,筛选出显著差异表达的miRNA,并对这些miRNA的靶基因功能进行预测;在此基础上,采用qRT-PCR技术对部分miRNA及其靶基因的表达模式进行验证。结果表明：在CK和Cd文库中,未注释的sRNA序列较多,分别占各自sRNA特异序列总数的86.4%和80.5%;在已注释的sRNA序列中,miRNA所占比例最低(分别为0.3%和0.5%),而rRNA所占比例最高(分别为9.4%和11.8%);2个文库中的sRNA长度主要为21~24 nt,且均以21 nt为最多。从Cd胁迫下马蔺根系sRNA中共筛选出32个显著差异表达的miRNA,其中20个miRNA表达量下调(分别属于miR165、miR166、miR167、miR168、miR390和miR396家族),12个miRNA表达量上调。功能预测结果表明：这些miRNA靶基因的功能主要集中在生物学过程、细胞组分和分子功能3个方面;而从KEGG通路富集分析看,富集在核糖体、氨基酸生物合成和碳代谢3个通路上的差异表达miRNA的靶基因数分别为122、88和82个。 qRT-PCR验证结果表明：在CK和Cd文库间,11个差异表达miRNA及8个靶基因的相对表达量均有显著差异(P<0.05);其中,11个miRNA相对表达量的上调和下调趋势与上述筛选结果一致,并且miRNA相对表达量上调时,其靶基因的相对表达量下调,反之亦然,说明Cd胁迫条件下马蔺根系的miRNA负调控其靶基因的表达,并且这些靶基因主要参与编码转录因子、HD-ZIP蛋白和信号蛋白等过程。     

Identification and comparative analysis of the miRNA expression profiles from four tissues of Micropterus salmoides using deep sequencing

In the present study, four small RNA libraries were constructed from an M. salmoides population and sequenced using deep sequencing technology. A total of 9,888,822; 8,519,365; 20,566,198; and 15,762,254 raw reads representing 666,097; 755,711; 978,923; and 840,175 unique sequences were obtained from the spleen, liver, kidney, and muscle libraries, respectively. As a result, 509 known miRNAs belonging to 143 families and 1157 novel miRNAs were identified. The miRNAs displayed diverse expression levels among the four libraries, among which most of the known miRNAs were expressed at higher levels than the novel miRNAs. Furthermore, stem-loop qRT-PCR was applied to validate and profile the expression of the differentially expressed miRNAs in the four different tissues, which revealed that some miRNAs showed tissue specific expression. The identification of miRNAs in M. salmoides will provide new information and enhance our understanding of the functions of miRNAs in regulating biological processes.     

Integrated analysis of miRNA and mRNA expression profiles in response to gut microbiota depletion in the abdomens of female Bactrocera dorsalis

Insect gut microbiota has been reported to participate in regulating host multiple biological processes including metabolism and reproduction. However, the corresponding molecular mechanisms remain largely unknown. Recent studies suggest that microRNAs (miRNAs) are involved in complex interactions between the gut microbiota and the host. Here, we used next-generation sequencing technology to characterize miRNA and mRNA expression profiles and construct the miRNA–gene regulatory network in response to gut microbiota depletion in the abdomens of female Bactrocera dorsalis. A total of 3016 differentially expressed genes (DEGs) and 18 differentially expressed miRNAs (DEMs) were identified. Based on the integrated analysis of miRNA and mRNA sequencing data, 229 negatively correlated miRNA–gene pairs were identified from the miRNA–mRNA network. Gene ontology enrichment analysis indicated that DEMs could target several genes involved in the metabolic process, oxidation–reduction process, oogenesis, and insulin signaling pathway. Finally, real-time quantitative polymerase chain reaction further verified the accuracy of RNA sequencing results. In conclusion, our study provides the profiles of miRNA and mRNA expressions under antibiotics treatment and provides an insight into the roles of miRNAs and their target genes in the interaction between the gut microbiota and its host.     

Changing expression profiles of mRNA,lncRNA, circRNA,and miRNA in lung tissue reveal the pathophysiological of bronchopulmonary dysplasia (BPD) in mouse model

New perinatal care technologies have improved the survival rate of preterm neonates, but the prevalence of bronchopulmonary dysplasia (BPD), one of the most intractable problems in neonatal intensive care unit (NICU), remains unchanged. In present study, high-throughput sequencing (HTS) was performed to detect the expression profiles of long noncoding RNAs (lncRNAs), messenger RNAs (mRNAs), circular RNAs (circRNAs), and microRNAs (miRNAs) in hyperoxia-induced BPD mouse model. Significant differentially expressed RNAs were selected and clustered between the BPD group and the control group. The results revealed that expressions of 1778 lncRNAs, 1240 mRNAs, 97 circRNAs, and 201 miRNAs were significantly altered in the BPD group. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were performed to predict the potential functions of differentially expressed RNAs. lncRNA-mRNA and circRNA-miRNA coexpression networks were constructed to detect their association with the pathogenesis of BPD. Our study provides a systematic perspective on the potential function of RNAs during BPD.     

Subtyping glioblastoma by combining miRNA and mRNA expression data using compressed sensing-based approach

In the clinical practice, many diseases such as glioblastoma, leukemia, diabetes, and prostates have multiple subtypes. Classifying subtypes accurately using genomic data will provide individualized treatments to target-specific disease subtypes. However, it is often difficult to obtain satisfactory classification accuracy using only one type of data, because the subtypes of a disease can exhibit similar patterns in one data type. Fortunately, multiple types of genomic data are often available due to the rapid development of genomic techniques. This raises the question on whether the classification performance can significantly be improved by combining multiple types of genomic data. In this article, we classified four subtypes of glioblastoma multiforme (GBM) with multiple types of genome-wide data (e.g., mRNA and miRNA expression) from The Cancer Genome Atlas (TCGA) project. We proposed a multi-class compressed sensing-based detector (MCSD) for this study. The MCSD was trained with data from TCGA and then applied to subtype GBM patients using an independent testing data. We performed the classification on the same patient subjects with three data types, i.e., miRNA expression data, mRNA (or gene expression) data, and their combinations. The classification accuracy is 69.1% with the miRNA expression data, 52.7% with mRNA expression data, and 90.9% with the combination of both mRNA and miRNA expression data. In addition, some biomarkers identified by the integrated approaches have been confirmed with results from the published literatures. These results indicate that the combined analysis can significantly improve the accuracy of classifying GBM subtypes and identify potential biomarkers for disease diagnosis.     

室内饲养与野外采集的松墨天牛幼虫microRNA表达谱比较分析

【目的】昆虫随着生长环境的变化常常会有不同的生物学特性,其表观遗传调控机制研究值得关注。松墨天牛是松树萎焉病中松材线虫的媒介昆虫,但松墨天牛在实验室饲养和野外的不同条件下,其形态及发育速率有较大的区别,其表观遗传响应机制并不明确。通过比较分析microRNA表达谱揭示室内饲养和野外采集松墨天牛幼虫之间的差异,以期为松墨天牛幼虫的表观遗传研究提供参考。【方法】使用illumina Hi Seq 2000平台进行microRNA高通量测序,得到了实验室饲养和野外采集松墨天牛老熟幼虫的表皮、中肠microRNA库。鉴定保守microRNA和预测新microRNA,并对microRNA进行差异表达分析、靶基因预测、靶基因GO注释和KEGG功能富集分析。【结果】在室内饲养的松墨天牛表皮、中肠中分别鉴定出16、14个microRNA;在野外生存的天牛表皮、中肠中均鉴定出13个microRNA。与表皮相比,中肠的miRNA的表达量更高。与野外采集相比,在室内饲养天牛的microRNA表达量更高。17个microRNA表达量在室内饲养与野外采集的天牛之间有显著差异,比如novel-mir-62127、novel-mir-184731、novel-mir-290819等有明显上调,novel-mir-251851等明显下调。差异表达的miRNA的靶基因的功能主要富集在氨基糖代谢、几丁质代谢等糖代谢和甘油磷脂代谢、脂肪酸代谢等脂代谢过程。【结论】室内饲养和野外采集松墨天牛老熟幼虫的microRNA库存在明显差异,且不同的组织microRNA表达谱存在明显差异,提示经历室内恒定培养条件的松墨天牛具有表观遗传调控特征,为进一步研究松墨天牛发育、代谢的microRNA调控机制奠定了基础。     

利用水稻原生质体快速分析miRNA靶标RNA

与转基因方法相比,基因瞬时表达系统在基因表达研究上具有快速便捷的特点。为检验水稻mi RNA与靶标基因之间的调控关系,将MIRNA基因与GFP/靶标序列融合基因(或GFP/靶标突变序列融合基因)构建在同一瞬时表达载体上,并转化水稻原生质体,通过观察含有GFP/靶标序列融合基因和GFP/靶标突变序列融合基因的载体之间的荧光强度差异,以及通过q RT-PCR方法检测靶标和非靶标m RNA水平差异来验证mi RNA对靶标基因的调控。用osa MIR156和osa MIR397及其靶标序列对实验设计方法进行验证,荧光显微观察和q RT-PCR检测证明,osami R156和osami R397能降低相应靶标序列GFP融合基因的转录物水平和GFP荧光水平。此种水稻原生质体瞬时表达方法用于在体内进行大规模mi RNA靶标基因检测。由于其他近缘单子叶植物很可能与水稻有近似的小RNA加工系统,因此对于其他单子叶植物mi RNA功能研究也将有很好的应用前景。     

Integrated analysis of mutations,miRNA and mRNA expression in glioblastoma

Background  

Glioblastoma arises from complex interactions between a variety of genetic alterations and environmental perturbations. Little attention has been paid to understanding how genetic variations, altered gene expression and microRNA (miRNA) expression are integrated into networks which act together to alter regulation and finally lead to the emergence of complex phenotypes and glioblastoma.     

Integrated analyses of zebrafish miRNA and mRNA expression profiles identify miR-29b and miR-223 as potential regulators of optic nerve regeneration

Background

Unlike mammals, zebrafish have the ability to regenerate damaged parts of their central nervous system (CNS) and regain functionality of the affected area. A better understanding of the molecular mechanisms involved in zebrafish regeneration may therefore provide insight into how CNS repair might be induced in mammals. Although many studies have described differences in gene expression in zebrafish during CNS regeneration, the regulatory mechanisms underpinning the differential expression of these genes have not been examined.

Results

We used microarrays to analyse and integrate the mRNA and microRNA (miRNA) expression profiles of zebrafish retina after optic nerve crush to identify potential regulatory mechanisms that underpin central nerve regeneration. Bioinformatic analysis identified 3 miRNAs and 657 mRNAs that were differentially expressed after injury. We then combined inverse correlations between our miRNA expression and mRNA expression, and integrated these findings with target predictions from TargetScan Fish to identify putative miRNA-gene target pairs. We focused on two over-expressed miRNAs (miR-29b and miR-223), and functionally validated seven of their predicted gene targets using RT-qPCR and luciferase assays to confirm miRNA-mRNA binding. Gene ontology analysis placed the miRNA-regulated genes (eva1a, layna, nefmb, ina, si:ch211-51a6.2, smoc1, sb:cb252) in key biological processes that included cell survival/apoptosis, ECM-cytoskeleton signaling, and heparan sulfate proteoglycan binding,

Conclusion

Our results suggest a key role for miR-29b and miR-223 in zebrafish regeneration. The identification of miRNA regulation in a zebrafish injury model provides a framework for future studies in which to investigate not only the cellular processes required for CNS regeneration, but also how these mechanisms might be regulated to promote successful repair and return of function in the injured mammalian brain.

Electronic supplementary material

The online version of this article (doi:10.1186/s12864-015-1772-1) contains supplementary material, which is available to authorized users.     

Proteomic analysis of rice seedlings during cold stress

Low temperature is one of the important environmental changes that affect plant growth and agricultural production. To investigate the responses of rice to cold stress, changes in protein expression were analyzed using a proteomic approach. Two-week-old rice seedlings were exposed to 5 degrees C for 48 h, then total crude proteins were extracted from leaf blades, leaf sheaths and roots, separated by 2-DE and stained with CBB. Of the 250-400 protein spots from each organ, 39 proteins changed in abundance after cold stress, with 19 proteins increasing, and 20 proteins decreasing. In leaf blades, it was difficult to detect the changes in stress-responsive proteins due to the presence of an abundant protein, ribulose bisphosphate carboxylase/oxygenase large subunit (RuBisCO LSU), which accounted for about 50% of the total proteins. To overcome this problem, an antibody-affinity column was prepared to trap RuBisCO LSU, and the remaining proteins in the flow through from the column were subsequently separated using 2-DE. As a result, slight changes in stress responsive proteins were clearly displayed, and four proteins were newly detected after cold stress. From identified proteins, it was concluded that proteins related to energy metabolism were up-regulated, and defense-related proteins were down-regulated in leaf blades, by cold stress. These results suggest that energy production is activated in the chilling environment; furthermore, stress-related proteins are rapidly up-regulated, while defense-related proteins disappear, under long-term cold stress.     

Naive and primed murine pluripotent stem cells have distinct miRNA expression profiles

Over the last years, the microRNA (miRNA) pathway has emerged as a key component of the regulatory network of pluripotency. Although clearly distinct states of pluripotency have been described in vivo and ex vivo, differences in miRNA expression profiles associated with the developmental modulation of pluripotency have not been extensively studied so far. Here, we performed deep sequencing to profile miRNA expression in naive (embryonic stem cell [ESC]) and primed (epiblast stem cell [EpiSC]) pluripotent stem cells derived from mouse embryos of identical genetic background. We developed a graphical representation method allowing the rapid identification of miRNAs with an atypical profile including mirtrons, a small nucleolar RNA (snoRNA)-derived miRNA, and miRNAs whose biogenesis may differ between ESC and EpiSC. Comparison of mature miRNA profiles revealed that ESCs and EpiSCs exhibit very different miRNA signatures with one third of miRNAs being differentially expressed between the two cell types. Notably, differential expression of several clusters, including miR290-295, miR17-92, miR302/367, and a large repetitive cluster on chromosome 2, was observed. Our analysis also showed that differentiation priming of EpiSC compared to ESC is evidenced by changes in miRNA expression. These dynamic changes in miRNAs signature are likely to reflect both redundant and specific roles of miRNAs in the fine-tuning of pluripotency during development.     

Integrating miRNA and mRNA expression profiles in response to heat stress-induced injury in rat small intestine

The molecular mechanisms underlying the pathophysiology of heat stress in the small intestine remain undefined. Furthermore, little information is available concerning changes in microRNA (miRNA) expression following heat stress. The present study sought to evaluate miRNA and mRNA expression profiles in the rat small intestine in response to heat stress. Male Sprague-Dawley rats were subjected to 2?h of heat stress daily for ten consecutive days. Rats were sacrificed at specific time points immediately following heat treatment, and morphological changes in the small intestine were determined. The miRNA and mRNA expression profiles from sample of small intestine were evaluated by microarray analysis. Heat stress caused pronounced morphological damage in the rat small intestine, most severe within the jejunum after 3?days of heat treatment. A mRNA microarray analysis found 270 genes to be up-regulated and 122 genes down-regulated (P?≤?0.01, ≥2.0-fold change) in the jejunum after heat treatment. A miRNA microarray analysis found 18 miRNAs to be up-regulated and 11 down-regulated in the jejunum after heat treatment (P?≤?0.05). Subsequent bioinformatic analyses of the differentially expressed mRNAs and miRNAs were carried out to integrate miRNA and mRNA expression and revealed that alterations in mRNA following heat stress were negatively correlated with miRNA expression. These findings significantly advance our understanding of the regulatory mechanisms underlying the pathophysiology of heat stress-induced injury in the small intestine, specifically with regard to miRNAs.     

水稻糙米重金属Cd含量的QTL分析

镉(Cd²⁺)是一种分布较广泛、毒性较强的一种重金属, 文章利用韭菜青×IR26杂交衍生的一个重组自交系群体(Recombinant inbred lines, RIL)及构建的SSR分子遗传图谱, 对控制糙米中Cd²⁺含量的QTL进行分析, 为选育籽粒中Cd²⁺低吸收或低积累的水稻品种提供参考。结果表明, 在Cd²⁺胁迫(5 mg/kg)处理条件下, 共检测到2个与糙米Cd²⁺含量有关的QTLs, 分别位于水稻第11染色体上的标记RM6288-RM6544和RM167-RM5704之间, 其中qCCBR-11a对表型贡献率为11.17%, 加性效应0.089; qCCBR-11b对表型变异贡献率为7.66%, 加性效应0.075。相关分析显示, 糙米Cd²⁺含量与株高、每穗总粒数、每穗实粒数、结实率和千粒重等产量性状的相关性均不显著, 糙米中Cd²⁺含量是一个相对独立、由基因控制的遗传性状。     

miRDOA:集数据存储与在线分析于一体的综合型microRNA数据库

miRNA(microRNA)是一类小的非编码RNA,普遍存在于动物、植物等多个物种中,研究表明在原生生物以及病毒中也有miRNA。miRNA在生物的成长、发育、细胞凋亡、神经紊乱、癌症等多个方面都起到至关重要的作用,miRNA还可作为Biomarker应用于癌症等疾病的诊断和治疗。miRDOA (miRNA Database and Online Analysis)数据库存储了二百多个物种的miRNA相关信息,提供了基本的浏览和搜索功能。用户可以通过物种来浏览miRNA相关数据,也可以通过miRNA、靶基因或者序列进行检索。除此之外,miRDOA还提供了在线分析模块,主要对高通量测序数据进行初步分析,在此基础上,添加了靶基因预测、表达谱数据差异分析,以及在线BLAST功能。miRDOA是一个完全免费的开源的数据库网站,并实时更新。