基于RNA-Seq数据识别果蝇剪接位点和可变剪接事件

完整基因结构的预测是当前生命科学研究的一个重要基础课题,其中一个关键环节是剪接位点和各种可变剪接事件的精确识别.基于转录组测序（RNA-seq）数据,识别剪接位点和可变剪接事件是近几年随着新一代测序技术发展起来的新技术策略和方法.本工作基于黑腹果蝇睾丸RNA-seq数据,使用TopHat软件成功识别出39718个果蝇剪接位点,其中有10584个新剪接位点.同时,基于剪接位点的不同组合,针对各类型可变剪接特征开发出计算识别算法,成功识别了8477个可变剪接事件（其中新识别的可变剪接事件3922个）,包括可变供体位点、可变受体位点、内含子保留和外显子缺失4种类型.RT-PCR实验验证了2个果蝇基因上新识别的可变剪接事件,发现了全新的剪接异构体.进一步表明,RNA-seq数据可有效应用于识别剪接位点和可变剪接事件,为深入揭示剪接机制及可变剪接生物学功能提供新思路和新手段.     

In vivo effects on intron retention and exon skipping by the U2AF large subunit and SF1/BBP in the nematode Caenorhabditis elegans

The in vivo analysis of the roles of splicing factors in regulating alternative splicing in animals remains a challenge. Using a microarray-based screen, we identified a Caenorhabditis elegans gene, tos-1, that exhibited three of the four major types of alternative splicing: intron retention, exon skipping, and, in the presence of U2AF large subunit mutations, the use of alternative 3' splice sites. Mutations in the splicing factors U2AF large subunit and SF1/BBP altered the splicing of tos-1. 3' splice sites of the retained intron or before the skipped exon regulate the splicing pattern of tos-1. Our study provides in vivo evidence that intron retention and exon skipping can be regulated largely by the identities of 3' splice sites.     

Tissue-specific splicing regulator Fox-1 induces exon skipping by interfering E complex formation on the downstream intron of human F1gamma gene

Fox-1 is a regulator of tissue-specific splicing, via binding to the element (U)GCAUG in mRNA precursors, in muscles and neuronal cells. Fox-1 can regulate splicing positively or negatively, most likely depending on where it binds relative to the regulated exon. In cases where the (U)GCAUG element lies in an intron upstream of the alternative exon, Fox-1 protein functions as a splicing repressor to induce exon skipping. Here we report the mechanism of exon skipping regulated by Fox-1, using the hF1γ gene as a model system. We found that Fox-1 induces exon 9 skipping by repressing splicing of the downstream intron 9 via binding to the GCAUG repressor elements located in the upstream intron 8. In vitro splicing analyses showed that Fox-1 prevents formation of the pre-spliceosomal early (E) complex on intron 9. In addition, we located a region of the Fox-1 protein that is required for inducing exon skipping. Taken together, our data show a novel mechanism of how RNA-binding proteins regulate alternative splicing.     

中华蜜蜂细胞色素P450基因及其全长转录本的鉴定及分析

【目的】利用纳米孔(nanopore)测序技术鉴定中华蜜蜂Apis cerana cerana工蜂幼虫肠道中细胞色素P450(cytochrome P450, CYP450)基因及其全长转录本,为后续功能研究提供参考信息和基础。【方法】通过Nanopore PromethION平台对中华蜜蜂工蜂4-6日龄幼虫肠道进行转录组测序。利用Guppy软件对原始读段(raw reads)进行质控以得到有效读段(clean reads)。通过识别两端引物鉴定全长转录本序列。使用BLAST工具将上述全长转录本的序列比对到Nr和GO数据库以鉴定CYP450基因及其全长转录本。采用Astalavista软件鉴定基因的可变剪接(alternative splicing, AS)事件。通过RT PCR验证不同类型AS事件的可靠性。【结果】在中华蜜蜂工蜂4-6日龄幼虫肠道中分别测得7 338 627, 7 003 419和7 434 233条原始读段,经质控得到的有效读段数分别为7 289 494, 6 959 880和7 387 756条。鉴定到的非冗余全长转录本总数为48 200条。共鉴定到47个CYP450基因和265条CYP450基因全长转录本。共鉴定到CYP450基因的90次AS事件,包括36次外显子跳跃事件、20次可变5′端剪接位点事件、17次内含子保留事件、9次可变3′端剪接位点事件及8次外显子互斥事件。RT PCR结果证实随机选取的3种AS事件类型真实可靠。【结论】鉴定了中华蜜蜂的CYP450基因及其全长转录本,补充了东方蜜蜂参考基因组的相关注释,并揭示中华蜜蜂CYP450基因可通过多种AS类型产生丰富的剪接体。     

Exploring Splicing Variants and Novel Genes in Sacred Lotus Based on RNA-seq Data

Sacred lotus (Nelumbo nucifera) is a typical aquatic plant, belonging to basal eudicot plant, which is ideal for genome and genetic evolutionary study. Understanding lotus gene diversity is important for the study of molecular genetics and breeding. In this research, public RNA-seq data and the annotated reference genome were used to identify the genes in lotus. A total of 26,819 consensus and 1,081 novel genes were identified. Meanwhile, a comprehensive analysis of gene alternative splicing events was conducted, and a total of 19,983 “internal” alternative splicing (AS) events and 14,070 “complete” AS events were detected in 5,878 and 5,881 multi-exon expression genes, respectively. Observations made from the AS events show the predominance of intron retention (IR) subtype of AS events representing 33%. IR is followed by alternative acceptor (AltA), alternative donor (AltD) and exon skipping (ES), highlighting the universality of the intron definition model in plants. In addition, functional annotations of the gene with AS indicated its relationship to a number of biological processes such as cellular process and metabolic process, showing the key role for alternative splicing in influencing the growth and development of lotus. The results contribute to a better understanding of the current gene diversity in lotus, and provide an abundant resource for future functional genome analysis in lotus.     

Alternative splicing of mutually exclusive exons—A review

Alternative splicing (AS) of pre-mRNAs in higher eukaryotes and several viruses is one major source of protein diversity. Usually, the following major subtypes of AS are distinguished: exon skipping, intron retention, and alternative 3′ and 5′ splice sites. Moreover, mutually exclusive exons (MXEs) represent a rare subtype. In the splicing of MXEs, two (or more) splicing events are not independent anymore, but are executed or disabled in a coordinated manner. In this review, several bioinformatics approaches for analyzing MXEs are presented and discussed. In particular, we revisit suitable definitions and nomenclatures, and bioinformatics tools for finding MXEs, adjacent and non-adjacent MXEs, clustered and grouped MXEs. Moreover, the molecular mechanisms for splicing MXEs proposed in the literature are reviewed and discussed.     

Evidence for splice site pairing via intron definition in Schizosaccharomyces pombe

Schizosaccharomyces pombe pre-mRNAs are generally multi-intronic and share certain features with pre-mRNAs from Drosophila melanogaster, in which initial splice site pairing can occur via either exon or intron definition. Here, we present three lines of evidence suggesting that, despite these similarities, fission yeast splicing is most likely restricted to intron definition. First, mutating either or both splice sites flanking an internal exon in the S. pombe cdc2 gene produced almost exclusively intron retention, in contrast to the exon skipping observed in vertebrates. Second, we were unable to induce skipping of the internal microexon in fission yeast cgs2, whereas the default splicing pathway excludes extremely small exons in mammals. Because nearly quantitative removal of the downstream intron in cgs2 could be achieved by expanding the microexon, we propose that its retention is due to steric occlusion. Third, several cryptic 5' junctions in the second intron of fission yeast cdc2 are located within the intron, in contrast to their generally exonic locations in metazoa. The effects of expanding and contracting this intron are as predicted by intron definition; in fact, even highly deviant 5' junctions can compete effectively with the standard 5' splice site if they are closer to the 3' splicing signals. Taken together, our data suggest that pairing of splice sites in S. pombe most likely occurs exclusively across introns in a manner that favors excision of the smallest segment possible.     

Proteogenomic analysis reveals alternative splicing and translation as part of the abscisic acid response in Arabidopsis seedlings

In eukaryotes, mechanisms such as alternative splicing (AS) and alternative translation initiation (ATI) contribute to organismal protein diversity. Specifically, splicing factors play crucial roles in responses to environment and development cues; however, the underlying mechanisms are not well investigated in plants. Here, we report the parallel employment of short‐read RNA sequencing, single molecule long‐read sequencing and proteomic identification to unravel AS isoforms and previously unannotated proteins in response to abscisic acid (ABA) treatment. Combining the data from the two sequencing methods, approximately 83.4% of intron‐containing genes were alternatively spliced. Two AS types, which are referred to as alternative first exon (AFE) and alternative last exon (ALE), were more abundant than intron retention (IR); however, by contrast to AS events detected under normal conditions, differentially expressed AS isoforms were more likely to be translated. ABA extensively affects the AS pattern, indicated by the increasing number of non‐conventional splicing sites. This work also identified thousands of unannotated peptides and proteins by ATI based on mass spectrometry and a virtual peptide library deduced from both strands of coding regions within the Arabidopsis genome. The results enhance our understanding of AS and alternative translation mechanisms under normal conditions, and in response to ABA treatment.     

水稻NBS-LRR基因选择性剪接的全基因组检测及分析

选择性剪接是促进基因组复杂性和蛋白质组多样性的一种主要机制,但是对水稻NBS-LRR序列选择性剪接的全基因组分析却未见报道。通过隐马尔柯夫模型搜索,从TIGR数据库里得到了855条编码NBS-LRR基序的序列。利用这些序列在KOME、TIGR基因索引及UniProt三个数据库中进行同源搜索,获得同源的完整cDNA序列、假设一致性序列和蛋白质序列。再利用Spidey和SIM4程序把完整cDNA序列和假设一致性序列联配到相应的BAC序列上来预测选择性剪接。蛋白质序列和基因组序列之间的联配使用tBLASTn。在这875个NBS-LRR基因中,119个基因具有选择性剪接现象,其中包括71内含子保留,20个外显子跳跃,25个选择性起始,16个选择性终止,12个5′端的选择性剪接和16个3′端选择性剪接。大多数选择性剪接都为两个和多个转录本所支持。可以通过访问http://www.bioinfor.org查询这些数据。进而通过生物信息学分析剪接边界发现外显子跳跃和内含子保留的‘GT…AG’的规则不如组成型的保守。这暗示了它们是通过不同的调控机制来指导剪接变构体的形成。通过分析内含子保留对蛋白质的影响,发现选择性剪接的蛋白更倾向于改变其C端氨基酸序列。最后对选择性剪接的组织分布和蛋白质定位进行分析,结果表明选择性剪接的最大类的组织分布是根和愈伤组织。超过1/3剪接变构体的蛋白质定位是质膜和细胞质。这些选择性剪接蛋白可能在抗病信号转导中起到重要作用。     

Wilms’ tumor 1-associating protein complex regulates alternative splicing and polyadenylation at potential G-quadruplex-forming splice site sequences

Wilms’ tumor 1-associating protein (WTAP) is a core component of the N6-methyladenosine (m6A)-methyltransferase complex, along with VIRMA, CBLL1, ZC3H13 (KIAA0853), RBM15/15B, and METTL3/14, which generate m6A, a key RNA modification that affects various processes of RNA metabolism. WTAP also interacts with splicing factors; however, despite strong evidence suggesting a role of Drosophila WTAP homolog fl(2)d in alternative splicing (AS), its role in splicing regulation in mammalian cells remains elusive. Here we demonstrate using RNAi coupled with RNA-seq that WTAP, VIRMA, CBLL1, and ZC3H13 modulate AS, promoting exon skipping and intron retention in AS events that involve short introns/exons with higher GC content and introns with weaker polypyrimidine-tract and branch points. Further analysis of GC-rich sequences involved in AS events regulated by WTAP, together with minigene assay analysis, revealed potential G-quadruplex formation at splice sites where WTAP has an inhibitory effect. We also found that several AS events occur in the last exon of one isoform of MSL1 and WTAP, leading to competition for polyadenylation. Proteomic analysis also suggested that WTAP/CBLL1 interaction promotes recruitment of the 3′-end processing complex. Taken together, our results indicate that the WTAP complex regulates AS and alternative polyadenylation via inhibitory mechanisms in GC-rich sequences.