Analysis of donor splice sites in different eukaryotic organisms

We present here a new algorithm for functional site analysis. It is based on four main assumptions: each variation of nucleotide composition makes a different contribution to the overall binding free energy of interaction between a functional site and another molecule; nonfunctioning site-like regions (pseudosites) are absent or rare in genomes; there may be errors in the sample of sites; and nucleotides of different site positions are considered to be mutually dependent. In this algorithm, the site set is divided into subsets, each described by a certain consensus. Donor splice sites of the human protein-coding genes were analyzed. Comparing the results with other methods of donor splice site prediction has demonstrated a more accurate prediction of consensus sequences AG/GU(A,G), G/GUnAG, /GU(A,G)AG, /GU(A,G)nGU, and G/GUA than is achieved by weight matrix and consensus (A,C)AG/GU(A,G)AGU with mismatches. The probability of the first type error, E1, for the obtained consensus set was about 0.05, and the probability of the second type error, E2, was 0.15. The analysis demonstrated that accuracy of the functional site prediction could be improved if one takes into account correlations between the site positions. The accuracy of prediction by using human consensus sequences was tested on sequences from different organisms. Some differences in consensus sequences for the plant Arabidopsis sp., the invertebrate Caenorhabditis sp., and the fungus Aspergillus sp. were revealed. For the yeast Saccharomyces sp. only one conservative consensus, /GUA(U,A,C)G(U,A,C), was revealed (E1 = 0.03, E2 = 0.03). Yeast is a very interesting model to use for analysis of molecular mechanisms of splicing. Received: 14 October 1996 / Accepted: 30 January 1997     

Overlapping alternative donor splice sites in the human genome

Over 50% of donor splice sites in the human genome have a potential alternative donor site at a distance of three to six nucleotides. Conservation of these potential sites is determined by the consensus requirements and by its exonic or intronic location. Several hundred pairs of overlapping sites are confirmed to be alternatively spliced as both sites in a pair are supported by a protein, by a full-length mRNA, or by expressed sequence tags (ESTs) from at least two independent clone libraries. Overlapping sites may clash with consensus requirements. Pairs with a site shift of four nucleotides are the most abundant, despite the frameshift in the protein-coding region that they introduce. The site usage in pairs is usually uneven, and the major site is more frequently conserved in other mammalian genomes. Overlapping alternative donor sites and acceptor sites may have different functional roles: alternative splicing of overlapping acceptor sites leads mainly to microvariations in protein sequences; whereas alternative donor sites often lead to frameshifts and thus either yield major differences in the protein sequence and structure, or generate nonsense-mediated decay-inducing mRNA isoforms likely involved in regulated unproductive splicing pathways.     

Impact of RNA structure on the prediction of donor and acceptor splice sites

Background  

gene identification in genomic DNA sequences by computational methods has become an important task in bioinformatics and computational gene prediction tools are now essential components of every genome sequencing project. Prediction of splice sites is a key step of all gene structural prediction algorithms.     

Synthetic donor and acceptor splice sites function in an RNA polymerase B (II) transcription unit

[This corrects the article on p. 2026 in vol. 3.].     

Cryptic splice sites and split genes

We describe a new program called cryptic splice finder (CSF) that can reliably identify cryptic splice sites (css), so providing a useful tool to help investigate splicing mutations in genetic disease. We report that many css are not entirely dormant and are often already active at low levels in normal genes prior to their enhancement in genetic disease. We also report a fascinating correlation between the positions of css and introns, whereby css within the exons of one species frequently match the exact position of introns in equivalent genes from another species. These results strongly indicate that many introns were inserted into css during evolution and they also imply that the splicing information that lies outside some introns can be independently recognized by the splicing machinery and was in place prior to intron insertion. This indicates that non-intronic splicing information had a key role in shaping the split structure of eukaryote genes.     

Accumulation of GC donor splice signals in mammals

Abstract

The GT dinucleotide in the first two intron positions is the most conserved element of the U2 donor splice signals. However, in a small fraction of donor sites, GT is replaced by GC. A substantial enrichment of GC in donor sites of alternatively spliced genes has been observed previously in human, nematode and Arabidopsis, suggesting that GC signals are important for regulation of alternative splicing. We used parsimony analysis to reconstruct evolution of donor splice sites and inferred 298 GT > GC conversion events compared to 40 GC > GT conversion events in primate and rodent genomes. Thus, there was substantive accumulation of GC donor splice sites during the evolution of mammals. Accumulation of GC sites might have been driven by selection for alternative splicing.

Reviewers

This article was reviewed by Jerzy Jurka and Anton Nekrutenko. For the full reviews, please go to the Reviewers' Reports section.     

Characterization and prediction of alternative splice sites

Human alternative isoform, cryptic, skipped, and constitutive splice sites from the ALTEXTRON database were analysed regarding splice site strength, composition, GC content, position and binding site strength of polypyrimidine tract and branch site. Several features were identified which distinguish alternative isoform and cryptic splice sites, but not skipped splice sites from constitutive ones. These include splice site strength, introns GC content, U2AF35 binding site score, and oligonucleotide frequencies. For the predictive classification of splice sites, pattern recognition models for different splicing factor binding sites and oligonucleotide frequency models (OFMs) were combined using backpropagation networks. 67.45% of acceptor sites and 71.23% of donor sites are correctly classified by networks trained for classification of constitutive and alternative isoform/cryptic splice sites. A web-application for the prediction of alternative splice sites is available at http://es.embnet.org/~mwang/assp.html .     

Alu中剪接位点的研究

对Alu剪接位点双碱基的类型、分布进行了分析,发现非标准剪接（不满足GT-AG规则）占很大优势。而且非标准剪接的分布频率会随不同的染色体而变化,在Alu剪接较多的11、12、17号染色体上分布最多。通过对Alu及其剪接住点碱基关联的计算分析,说明在Alu中剪接位点双碱基的这种异常使用主要是由Alu中二联体的关联压力造成的,从而表明这种重复序列对生命活动的多样化起着重要作用。     

Latent splice sites and stop codons revisited

The accuracy of the data we reported in an RNA Letter to the Editor earlier this year on the possible relationship between stop codons and splicing is questioned by Miriami et al. (this issue). We reply here that we see no inaccuracy in our data presentation and offer a possible explanation for their interpretation.     

Coevolution of genomic intron number and splice sites

Spliceosomal intron numbers and boundary sequences vary dramatically in eukaryotes. We found a striking correspondence between low intron number and strong sequence conservation of 5' splice sites (5'ss) across eukaryotic genomes. The phylogenetic pattern suggests that ancestral 5'ss were relatively weakly conserved, but that some lineages independently underwent both major intron loss and 5'ss strengthening. It seems that eukaryotic ancestors had relatively large intron numbers and 'weak' 5'ss, a pattern associated with frequent alternative splicing in modern organisms.     

Genome-wide evolutionary conservation of N-glycosylation sites

Although posttranslational protein modifications are generally thought to perform important cellular functions, recent studies showed that a large fraction of phosphorylation sites are not evolutionarily conserved. Whether the same is true for other protein modifications, such as N-glycosylation is an open question. N-glycosylation is a form of cotranslational and posttranslational modification that occurs by enzymatic addition of a polysaccharide, or glycan, to an asparagine (N) residue of a protein. Examining a large set of experimentally determined mouse N-glycosylation sites, we find that the evolutionary rate of glycosylated asparagines is significantly lower than that of nonglycosylated asparagines of the same proteins. We further confirm that the conservation of glycosylated asparagines is accompanied by the conservation of the canonical motif sequence for glycosylation, suggesting that the above substitution rate difference is related to glycosylation. Interestingly, when solvent accessibility is considered, the substitution rate disparity between glycosylated and nonglycosylated asparagines is highly significant at solvent accessible sites but not at solvent inaccessible sites. Thus, although the solvent inaccessible glycosylation sites were experimentally identified, they are unlikely to be genuine or physiologically important. For solvent accessible asparagines, our analysis reveals a widespread and strong functional constraint on glycosylation, unlike what has been observed for phosphorylation sites in most studies, including our own analysis. Because the majority of N-glycosylation occurs at solvent accessible sites, our results show an overall functional importance for N-glycosylation.