Computational identification of protein coding potential of conserved sequence tags through cross-species evolutionary analysis

The identification of conserved sequence tags (CSTs) through comparative genome analysis may reveal important regulatory elements involved in shaping the spatio-temporal expression of genetic information. It is well known that the most significant fraction of CSTs observed in human–mouse comparisons correspond to protein coding exons, due to their strong evolutionary constraints. As we still do not know the complete gene inventory of the human and mouse genomes it is of the utmost importance to establish if detected conserved sequences are genes or not. We propose here a simple algorithm that, based on the observation of the specific evolutionary dynamics of coding sequences, efficiently discriminates between coding and non-coding CSTs. The application of this method may help the validation of predicted genes, the prediction of alternative splicing patterns in known and unknown genes and the definition of a dictionary of non-coding regulatory elements.     

The random versus fragile breakage models of chromosome evolution: a matter of resolution

Conserved synteny––the sharing of at least one orthologous gene by a pair of chromosomes from two species––can, in the strictest sense, be viewed as sequence conservation between chromosomes of two related species, irrespective of whether coding or non-coding sequence is examined. The recent sequencing of multiple vertebrate genomes indicates that certain chromosomal segments of considerable size are conserved in gene order as well as underlying non-coding sequence across all vertebrates. Some of these segments lost genes or non-coding sequence and/or underwent breakage only in teleost genomes, presumably because evolutionary pressure acting on these regions to remain intact were relaxed after an additional round of whole genome duplication. Random reporter insertions into zebrafish chromosomes combined with computational genome-wide analysis indicate that large chromosomal areas of multiple genes contain long-range regulatory elements, which act on their target genes from several gene distances away. In addition, computational breakpoint analyses suggest that recurrent evolutionary breaks are found in “fragile regions” or “hotspots”, outside of the conserved blocks of synteny. These findings cannot be accommodated by the random breakage model and suggest that this view of genome and chromosomal evolution requires substantial reassessment.     

Targeted enrichment beyond the consensus coding DNA sequence exome reveals exons with higher variant densities

Background  

Enrichment of loci by DNA hybridization-capture, followed by high-throughput sequencing, is an important tool in modern genetics. Currently, the most common targets for enrichment are the protein coding exons represented by the consensus coding DNA sequence (CCDS). The CCDS, however, excludes many actual or computationally predicted coding exons present in other databases, such as RefSeq and Vega, and non-coding functional elements such as untranslated and regulatory regions. The number of variants per base pair (variant density) and our ability to interrogate regions outside of the CCDS regions is consequently less well understood.     

Nucleotide sequence determination of guinea-pig casein B mRNA reveals homology with bovine and rat alpha s1 caseins and conservation of the non-coding regions of the mRNA.

Nucleotide sequence analysis of cloned guinea-pig casein B cDNA sequences has identified two casein B variants related to the bovine and rat alpha s1 caseins. Amino acid homology was largely confined to the known bovine or predicted rat phosphorylation sites and within the 'signal' precursor sequence. Comparison of the deduced nucleotide sequence of the guinea-pig and rat alpha s1 casein mRNA species showed greater sequence conservation in the non-coding than in the coding regions, suggesting a functional and possibly regulatory role for the non-coding regions of casein mRNA. The results provide insight into the evolution of the casein genes, and raise questions as to the role of conserved nucleotide sequences within the non-coding regions of mRNA species.     

Recognition of unknown conserved alternatively spliced exons

The split structure of most mammalian protein-coding genes allows for the potential to produce multiple different mRNA and protein isoforms from a single gene locus through the process of alternative splicing (AS). We propose a computational approach called UNCOVER based on a pair hidden Markov model to discover conserved coding exonic sequences subject to AS that have so far gone undetected. Applying UNCOVER to orthologous introns of known human and mouse genes predicts skipped exons or retained introns present in both species, while discriminating them from conserved noncoding sequences. The accuracy of the model is evaluated on a curated set of genes with known conserved AS events. The prediction of skipped exons in the approximately 1% of the human genome represented by the ENCODE regions leads to more than 50 new exon candidates. Five novel predicted AS exons were validated by RT-PCR and sequencing analysis of 15 introns with strong UNCOVER predictions and lacking EST evidence. These results imply that a considerable number of conserved exonic sequences and associated isoforms are still completely missing from the current annotation of known genes. UNCOVER also identifies a small number of candidates for conserved intron retention.     

Genomic sequence comparison of the human and mouse adenosine deaminase gene regions

A challenge for mammalian genetics is the recognition of critical regulatory regions in primary gene sequence. One approach to this problem is to compare sequences from genes exhibiting highly conserved expression patterns in disparate organisms. Previous transgenic and transfection analyses defined conserved regulatory domains in the mouse and human adenosine deaminase (ADA) genes. We have thus attempted to identify regions with comparable similarity levels potentially indicative of critical ADA regulatory regions. On the basis of aligned regions of the mouse and human ADA gene, using a 24-bp window, we find that similarity overall (67.7%) and throughout the noncoding sequences (67.1%) is markedly lower than that of the coding regions (81%). This low overall similarity facilitated recognition of more highly conserved regions. In addition to the highly conserved exons, ten noncoding regions >100 bp in length displayed >70% sequence similarity. Most of these contained numerous 24-bp windows with much higher levels of similarity. A number of these regions, including the promoter and the thymic enhancer, were more similar than several exons. A third block, located near the thymic enhancer but just outside of a minimally defined locus control region, exhibited stronger similarity than the promoter or thymic enhancer. In contrast, only fragmentary similarity was exhibited in a region that harbors a strong duodenal enhancer in the human gene. These studies show that comparative sequence analysis can be a powerful tool for identifying conserved regulatory domains, but that some conserved sequences may not be detected by certain functional analyses as transgenic mice. Received: 27 March 1998 / Accepted: 22 September 1998     

Exon creation and establishment in human genes

Background

A large proportion of species-specific exons are alternatively spliced. In primates, Alu elements play a crucial role in the process of exon creation but many new exons have appeared through other mechanisms. Despite many recent studies, it is still unclear which are the splicing regulatory requirements for de novo exonization and how splicing regulation changes throughout an exon's lifespan.

Results

Using comparative genomics, we have defined sets of exons with different evolutionary ages. Younger exons have weaker splice-sites and lower absolute values for the relative abundance of putative splicing regulators between exonic and adjacent intronic regions, indicating a less consolidated splicing regulation. This relative abundance is shown to increase with exon age, leading to higher exon inclusion. We show that this local difference in the density of regulators might be of biological significance, as it outperforms other measures in real exon versus pseudo-exon classification. We apply this new measure to the specific case of the exonization of anti-sense Alu elements and show that they are characterized by a general lack of exonic splicing silencers.

Conclusions

Our results suggest that specific sequence environments are required for exonization and that these can change with time. We propose a model of exon creation and establishment in human genes, in which splicing decisions depend on the relative local abundance of regulatory motifs. Using this model, we provide further explanation as to why Alu elements serve as a major substrate for exon creation in primates. Finally, we discuss the benefits of integrating such information in gene prediction.