Deep Sequencing and Microarray Hybridization Identify Conserved and Species-Specific MicroRNAs during Somatic Embryogenesis in Hybrid Yellow Poplar

Background

To date, several studies have indicated a major role for microRNAs (miRNAs) in regulating plant development, but miRNA-mediated regulation of the developing somatic embryo is poorly understood, especially during early stages of somatic embryogenesis in hardwood plants. In this study, Solexa sequencing and miRNA microfluidic chips were used to discover conserved and species-specific miRNAs during somatic embryogenesis of hybrid yellow poplar (Liriodendron tulipifera×L. chinense).

Methodology/Principal Findings

A total of 17,214,153 reads representing 7,421,623 distinct sequences were obtained from a short RNA library generated from small RNAs extracted from all stages of somatic embryos. Through a combination of deep sequencing and bioinformatic analyses, we discovered 83 sequences with perfect matches to known miRNAs from 33 conserved miRNA families and 273 species-specific candidate miRNAs. MicroRNA microarray results demonstrated that many conserved and species-specific miRNAs were expressed in hybrid yellow poplar embryos. In addition, the microarray also detected another 149 potential miRNAs, belonging to 29 conserved families, which were not discovered by deep sequencing analysis. The biological processes and molecular functions of the targets of these miRNAs were predicted by carrying out BLAST search against Arabidopsis thaliana GenBank sequences and then analyzing the results with Gene Ontology.

Conclusions

Solexa sequencing and microarray hybridization were used to discover 232 candidate conserved miRNAs from 61 miRNA families and 273 candidate species-specific miRNAs in hybrid yellow poplar. In these predicted miRNAs, 64 conserved miRNAs and 177 species-specific miRNAs were detected by both sequencing and microarray hybridization. Our results suggest that miRNAs have wide-ranging characteristics and important roles during all stages of somatic embryogenesis in this economically important species.     

Identification and analyses of miRNA genes in allotetraploid Gossypium hirsutum fiber cells based on the sequenced diploid G. raimondii genome

The plant genome possesses a large number of microRNAs（miRNAs）mainly 21-24 nucleotides in length.They play a vital role in regulation of target gene expression at various stages throughout the whole plant life cycle.Here we sequenced and analyzed～10 million non-coding RNAs（ncRNAs）derived from fiber tissue of the allotetraploid cotton（Gossypium hirsutum）1 days post-anthesis using ncRNA-seq technology.In terms of distinct reads,24 nt ncRNA is by far the dominant species,followed by 21 nt and 23 nt ncRNAs. Using ab initio prediction,we identified and characterized a total of 562 candidate miRNA gene loci on the recently assembled D₅ genome of the diploid cotton G.raimondii.Of all the 562 predicted miRNAs,22 were previously discovered in cotton species and 187 had sequence conservation and homology to homologous miRNAs of other plant species.Nucleotide bias analysis showed that the 9th and 1 st positions were significantly conserved among different types of miRNA genes.Among the 463 putative miRNA target genes,most significant up/down-regulation occurred in 10-20 days post-anthesis,indicating that miRNAs played an important role during the elongation and secondary cell wall synthesis stages of cotton fiber development.The discovery of new miRNA genes will help understand the mechanisms of miRNA generation and regulation in cotton.     

油棕（Elaeis guineensis）中果皮发育过程中miRNA的表达动态分析

以CTAB法提取油棕（Elaeis guineensis）中果皮5个不同发育时期（G1～G5）的小RNA。从前期研究获得的油棕小RNA测序数据库中筛选12个候选miRNA,实时荧光定量PCR法（qRT-PCR）检测其在果实发育过程中的表达量变化,并进一步对显著差异表达的miRNA进行靶基因预测。结果表明：中果皮5个不同发育时期小RNA的OD260/OD280比值在1.7～2.0之间;浓度分别是289、364、476、213、390 ng/μL;qRT-PCR检测结果显示,12个候选miRNA在5个发育时期均显著性差异表达,特别是在中果皮发育第4个时期（G4）和第5个时期（G5）表达量极显著增高,其中miR395和miR156在第4个时期表达量最高;miR395和miR528在发育第5时期表达量最高;靶基因预测结果显示差异表达的部分miRNA,其靶基因可能参与了脂肪酸代谢通路,如磷脂酸磷酸脂酶和磷脂酶D。本研究筛选的与脂肪酸代谢相关的miRNA为今后油棕脂肪酸代谢调控通路研究提供了可能的线索。     

Discovery and profiling of novel and conserved microRNAs during flower development in Carya cathayensis via deep sequencing

Hickory (Carya cathayensis Sarg.) is an economically important woody plant in China, but its long juvenile phase delays yield. MicroRNAs (miRNAs) are critical regulators of genes and important for normal plant development and physiology, including flower development. We used Solexa technology to sequence two small RNA libraries from two floral differentiation stages in hickory to identify miRNAs related to flower development. We identified 39 conserved miRNA sequences from 114 loci belonging to 23 families as well as two novel and ten potential novel miRNAs belonging to nine families. Moreover, 35 conserved miRNA*s and two novel miRNA*s were detected. Twenty miRNA sequences from 49 loci belonging to 11 families were differentially expressed; all were up-regulated at the later stage of flower development in hickory. Quantitative real-time PCR of 12 conserved miRNA sequences, five novel miRNA families, and two novel miRNA*s validated that all were expressed during hickory flower development, and the expression patterns were similar to those detected with Solexa sequencing. Finally, a total of 146 targets of the novel and conserved miRNAs were predicted. This study identified a diverse set of miRNAs that were closely related to hickory flower development and that could help in plant floral induction.     

Identification of miRNAs and Their Target Genes in Peach (Prunus persica L.) Using High-Throughput Sequencing and Degradome Analysis

MicroRNAs play critical roles in various biological and metabolic processes. The function of miRNAs has been widely studied in model plants such as Arabidopsis and rice. However, the number of identified miRNAs and related miRNA targets in peach (Prunus persica) is limited. To understand further the relationship between miRNAs and their target genes during tissue development in peach, a small RNA library and three degradome libraries were constructed from three tissues for deep sequencing. We identified 117 conserved miRNAs and 186 novel miRNA candidates in peach by deep sequencing and 19 conserved miRNAs and 13 novel miRNAs were further evaluated for their expression by RT-qPCR. The number of gene targets that were identified for 26 conserved miRNA families and 38 novel miRNA candidates, were 172 and 87, respectively. Some of the identified miRNA targets were abundantly represented as conserved miRNA targets in plant. However, some of them were first identified and showed important roles in peach development. Our study provides information concerning the regulatory network of miRNAs in peach and advances our understanding of miRNA functions during tissue development.     

胡杨无性系幼苗响应盐胁迫的miRNA表达差异研究

植物miRNA在调控基因表达、细胞周期、生物体发育、抗逆等方面起重要作用。为研究胡杨(Populus euphratica Oliv.)的耐盐机制,以1年生胡杨无性系幼苗为材料,构建具有空间代表性的盐胁迫胡杨cDNA文库,利用二代测序技术测定NaCl胁迫下和正常培养条件下胡杨叶和根miRNA表达情况。结果表明,不同的miRNA之间表达量存在明显差异,表达丰度最高的miRNA有miR156、miR157、miR165、miR166和miR167等,合计占总表达量的90%以上。胡杨根部存在特异表达的miRNA,在整个耐盐调控机制中发挥着生理调节、分子调控和信号传导等极为重要的作用。盐处理样品中发现大量响应盐胁迫的miRNA,对这些转录因子进行靶基因预测和注释后,发现很多盐胁迫响应的miRNA与NAC和SPL等重要转录因子家族相关,与前人的结论一致,另外还发现许多miRNA的调控对象是ATP酶和激素响应因子。     

蒙古沙冬青保守microRNAs的鉴定及靶基因预测

蒙古沙冬青(Ammopiptanthus mongolicus)是生长在荒漠中的木本植物, 对于我国西北部干旱、半干旱区域的植被维护与恢复具有重要价值。蒙古沙冬青对干旱、低温等多种逆境具有较高的耐受性, 是研究林木耐受逆境生理与分子机制的合适材料。MicroRNA(miRNA)是一类长度约为21个核苷酸的内源性非编码小分子RNA, 在植物生长发育和逆境应答等生物学过程中发挥着重要的调控作用。目前, 许多植物物种的miRNAs已经获得鉴定, 但未见蒙古沙冬青miRNAs的相关报道。文章应用高通量测序和生物信息学分析方法对蒙古沙冬青幼苗保守miRNAs的类型、表达丰度以及靶基因进行了分析和预测。共鉴定了10个家族的19种保守miRNAs, 其表达丰度介于55~1920269个拷贝之间。通过在线软件psRNATarget预测了其中14个保守miRNAs的靶基因。对于这些靶基因的功能分析表明, 蒙古沙冬青的保守miRNA主要通过转录调控、激素信号途径、物质代谢和胁迫应答等生物学过程参与植物生长发育和环境响应。     

High-throughput sequence analysis of small RNAs in skotomorphogenic seedlings of Brassica rapa ssp. rapa

Skotomorphogenic development is the process by which seedlings adapt to a stressful dark environment. Such metabolic responses to abiotic stresses in plants are known to be regulated in part by microRNAs (miRNAs); however, little is known about the involvement of miRNAs in the regulation of skotomorphogenesis. To identify miRNAs at the genome-wide level in skotomorphogenic seedlings of turnip (Brassica rapa subsp. rapa), an important worldwide root vegetable, we used Solexa sequencing to sequence a small RNA library from seedlings grown in the dark for 4 days. Deep sequencing showed that the small RNAs (sRNAs) were predominantly 21 to 24 nucleotides long. Specifically, 13,319,035 reads produced 359,531 unique sRNAs including rRNA, tRNA, miRNA, small nuclear RNA (snRNA), small nucleolar RNA (snoRNA), and unannotated sRNAs. Sequence analysis identified 96 conserved miRNAs belonging to 36 miRNA families and 576 novel miRNAs. qRT-PCR confirmed that the miRNAs were expressed during skotomorphogenesis similar to the trends shown by the Solexa sequencing results. A total of 2013 potential targets were predicted, and the targets of BrmiR157, BrmiR159 and BrmiR160 were proved to be regulated by miRNA-guided cleavage. These results show that specific regulatory miRNAs are present in skotomorphogenic seedlings of turnip and may play important roles in growth, development, and response to dark environment.