An intronic signal for alternative splicing in the human genome

An important level at which the expression of programmed cell death (PCD) genes is regulated is alternative splicing. Our previous work identified an intronic splicing regulatory element in caspase-2 (casp-2) gene. This 100-nucleotide intronic element, In100, consists of an upstream region containing a decoy 3' splice site and a downstream region containing binding sites for splicing repressor PTB. Based on the signal of In100 element in casp-2, we have detected the In100-like sequences as a family of sequence elements associated with alternative splicing in the human genome by using computational and experimental approaches. A survey of human genome reveals the presence of more than four thousand In100-like elements in 2757 genes. These In100-like elements tend to locate more frequent in intronic regions than exonic regions. EST analyses indicate that the presence of In100-like elements correlates with the skipping of their immediate upstream exons, with 526 genes showing exon skipping in such a manner. In addition, In100-like elements are found in several human caspase genes near exons encoding the caspase active domain. RT-PCR experiments show that these caspase genes indeed undergo alternative splicing in a pattern predicted to affect their functional activity. Together, these results suggest that the In100-like elements represent a family of intronic signals for alternative splicing in the human genome.     

中华猕猴桃基因组可变剪接事件鉴定及分析

可变剪接使一个基因能产生多种m RNA成熟体,极大地增加蛋白多样性.采用中华猕猴桃基因组数据做参考数据,利用中华猕猴桃叶片和果实3个不同发育时期(未成熟、半成熟和成熟期)的转录组数据,从中华猕猴桃基因组(39040个基因)中共鉴定出11651个基因(占总基因数的29%)对应的32180个可变剪接事件.在可变剪接不同类型中,内含子保留类型的发生频率最高,占50%以上;3′可变位点类型频率约为5′端可变类型的2倍.GO富集分析结果表明,可变剪接的基因主要富集于酶调控及核苷酸结合相关功能的GO类别中,而组织特有可变剪接基因功能富集热点与组织的重要功能关联,叶片多为肌动蛋白及微管相关;未成熟果实与双组分信号系统相关;半成熟果实多与磷脂合成过程相关;成熟果实多与信号传递过程相关.另外,55.6%的维生素合成相关基因发生可变剪接事件,显著高于基因组水平的29.6%,暗示着可变剪接参与维生素合成相关基因代谢过程中的重要作用.通过对中华猕猴桃全基因组可变剪接的分析,为解析中华猕猴桃基因组及进一步开展相关分子育种工作提供依据.     

Bioinformatics analysis of alternative splicing

Over the past few years, the analysis of alternative splicing using bioinformatics has emerged as an important new field, and has significantly changed our view of genome function. One exciting front has been the analysis of microarray data to measure alternative splicing genome-wide. Pioneering studies of both human and mouse data have produced algorithms for discerning evidence of alternative splicing and clustering genes and samples by their alternative splicing patterns. Moreover, these data indicate the presence of alternative splice forms in up to 80 per cent of human genes. Comparative genomics studies in both mammals and insects have demonstrated that alternative splicing can in some cases be predicted directly from comparisons of genome sequences, based on heightened sequence conservation and exon length. Such studies have also provided new insights into the connection between alternative splicing and a variety of evolutionary processes such as Alu-based exonisation, exon creation and loss. A number of groups have used a combination of bioinformatics, comparative genomics and experimental validation to identify new motifs for splice regulatory factors, analyse the balance of factors that regulate alternative splicing, and propose a new mechanism for regulation based on the interaction of alternative splicing and nonsense-mediated decay. Bioinformatics studies of the functional impact of alternative splicing have revealed a wide range of regulatory mechanisms, from NAGNAG sites that add a single amino acid; to short peptide segments that can play surprisingly complex roles in switching protein conformation and function (as in the Piccolo C2A domain); to events that entirely remove a specific protein interaction domain or membrane anchoring domain. Common to many bioinformatics studies is a new emphasis on graph representations of alternative splicing structures, which have many advantages for analysis.     

Genome wide identification and classification of alternative splicing based on EST data

MOTIVATION: Alternative splicing is currently seen to explain the vast disparity between the number of predicted genes in the human genome and the highly diverse proteome. The mapping of expressed sequences tag (EST) consensus sequences derived from the GeneNest database onto the genome provides an efficient way of predicting exon-intron boundaries, gene structure and alternative splicing events. However, the alternative splicing events are obscured by a large number of putatively artificial exon boundaries arising due to genomic contamination or alignment errors. The current work describes a methodology to associate quality values to the predicted exon-intron boundaries. High quality exon-intron boundaries are used to predict constitutive and alternative splicing ranked by confidence values, aiming to facilitate large-scale analysis of alternative splicing and splicing in general. RESULTS: Applying the current methodology, constitutive splicing is observed in 33,270 EST clusters, out of which 45% are alternatively spliced. The classification derived from the computed confidence values for 17 of these splice events frequently correlate (15/17) with RT-PCR experiments performed for 40 different tissue samples. As an application of the confidence measure, an evaluation of distribution of alternative splicing revealed that majority of variants correspond to the coding regions of the genes. However, still a significant fraction maps to non-coding regions, thereby indicating a functional relevance of alternative splicing in untranslated regions. AVAILABILITY: The predicted alternative splice variants are visualized in the SpliceNest database at http://splicenest.molgen.mpg.de     

Prediction and Computer Analysis of the Exon–Intron Structure of Human Genes

This review of the original works on computer analysis of the human genome considers (i) the development of methods to predict the exon–intron structure of genes and (ii) analysis of alternative splicing. Prediction of the gene structure is based on homology between the gene product and a known protein or between the genomic sequences of the gene and its homolog from another organism. The methods were tested and proved highly efficient. Human gene splicing was analyzed with original methods and EST databases. Genes with alternative splicing were for the first time shown to account for no less than 35% of total genes. Alternative splicing was compared for the human and mouse genomes. Species-specific isoforms were demonstrated for 50% of alternatively spliced genes (25% of total genes).     

Prediction and computer analysis of the exon-intron structure of human genes

This review of the original works on computer analysis of the human genome considers the development of methods to predict the exon-intron structure of genes and analysis of alternative splicing. Prediction of the gene structure is based on homology between the gene product and a known protein or between the genomic sequences of the gene and its homolog from another organism. The methods were tested and proved highly efficient. Human gene splicing was analyzed with original methods and EST databases. Genes with alternative splicing were for the first time shown to account for no less than 35% total genes. Alternative splicing was compared for the human and mouse genomes. Species-specific isoforms were demonstrated for 50% alternatively spliced genes (25% total genes).     

AVATAR: a database for genome-wide alternative splicing event detection using large scale ESTs and mRNAs

In the past years, identification of alternative splicing (AS) variants has been gaining momentum. We developed AVATAR, a database for documenting AS using 5,469,433 human EST sequences and 26,159 human mRNA sequences. AVATAR contains 12000 alternative splicing sites identified by mapping ESTs and mRNAs with the whole human genome sequence. AVATAR also contains AS information for 6 eukaryotes. We mapped EST alignment information into a graph model where exons and introns are represented with vertices and edges, respectively. AVATAR can be queried using, (1) gene names, (2) number of identified AS events in a gene, (3) minimal number of ESTs supporting a splicing site, etc. as search parameters. The system provides visualized AS information for queried genes.

Availability     

Alternatively spliced human genes by exon skipping--a database (ASHESdb)

Alternative splicing of mRNA allows many gene products with different functions to be produced from a single coding sequence. Exon skipping is the most commonly known alternative splicing mechanism. A comprehensive database of alternative splicing by exon skipping is made available for the human genome data. 1,229 human genes are identified to exhibit alternative splicing by exon skipping. Availability: http://sege.ntu.edu.sg/wester/ashes/.     

Genomic splice-site analysis reveals frequent alternative splicing close to the dominant splice site

Alternative pre-mRNA splicing may be the most efficient and widespread mechanism to generate multiple protein isoforms from single genes. Here, we describe the genomic analysis of one of the most frequent types of alternative pre-mRNA splicing, alternative 5'- and 3'-splice-site selection. Using an EST-based alternative splicing database recording >47,000 alternative splicing events, we determined the frequency and location of alternative 5'- and 3'-splice sites within the human genome. The most common alternative splice sites used in the human genome are located within 6 nucleotides (nt) of the dominant splice site. We show that the EST database overrepresents alternative splicing events that maintain the reading frame, thus supporting the concept that RNA quality-control steps ensure that mRNAs that encode for potentially harmful protein products are destroyed and do not serve as templates for translation. The most frequent location for alternative 5'-splice sites is 4 nt upstream or downstream from the dominant splice site. Sequence analysis suggests that this preference is a consequence of the U1 snRNP binding sequence at the 5'-splice site, which frequently contains a GU dinucleotide 4 nt downstream from the dominant splice site. Surprisingly, approximately 50% of duplicated 3'-YAG splice junctions are subject to alternative splicing. This high probability of alternative 3'-splice-site activation in close proximity of the dominant 3'-splice site suggests that the second step of the splicing may be prone to violate splicing fidelity.     

Conditional knockout mice to study alternative splicing in vivo

Analysis of genomes has revealed that the total number of human genes is comparable to those of simpler organisms, and thus, the number of genes does not correlate with the complexity and functional diversity of different organisms. Multiple mechanisms, including alternative splicing, are believed to contribute to the molecular complexity in higher eukaryotes. Given the fact that more than half of human genes undergo alternative splicing, however, little is known about the biological relevance of most alternative splicing events and their regulatory mechanisms. Recent work has highlighted the power of reverse genetic approaches in addressing regulated splicing in animal models. Here, we focus on the conditional knockout approach adapted for splicing research with the intention to provide a general guide to the generation of mouse models to study regulated splicing in development and disease.