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Barmak Modrek

Publications and source records attributed to Barmak Modrek.

6 recordsLinked to original sources

Evidence for a subpopulation of conserved alternative splicing events under selection pressure for protein reading frame preservation.

Recently there has been much interest in assessing the role of alternative splicing in evolution. We have sought to measure functional selection pressure on alternatively spliced single-exon skips, by calculating the fraction that are an exact multiple of 3 nt in length and therefore preserve protein reading-frame in both the exon-inclusion and exon-skip splice forms. The frame-preservation ratio (defined as the number of exons that are an exact multiple of three in length, divided by the number of exons that are not) was slightly above random for both constitutive exons and alternatively spliced exons as a whole in human and mouse. However, orthologous exons that were observed to be alternatively spliced in the expressed sequence tag data from two or more organisms showed a substantially increased bias to be frame-preserving. This effect held true only for exons within the protein coding region, and not the untranslated region. In five animal genomes (human, mouse, rat, zebrafish, Drosophila), we observed an association between these conserved alternative splicing events and increased selection pressure for frame-preservation. Surprisingly, this effect became stronger as a function of decreasing exon inclusion level: for alternatively spliced exons that were included in a majority of the gene's transcripts, the frame-preservation bias was no higher than that of constitutive exons, whereas for alternatively spliced exons that were included in only a minority of the gene's transcripts, the frame-preservation bias increased nearly 20-fold. These data indicate that a subpopulation of modern alternative splicing events was present in the common ancestors of these genomes, and was under functional selection pressure to preserve the protein reading frame.

Alternative Splicing↗

ASAP: the Alternative Splicing Annotation Project.

Recently, genomics analyses have demonstrated that alternative splicing is widespread in mammalian genomes (30-60% of genes reported to have multiple isoforms), and may be one of their most important mechanisms of functional regulation. However, by comparison with other genomics data such as genome annotation, SNPs, or gene expression, there exists relatively little database infrastructure for the study of alternative splicing. We have constructed an online database ASAP (the Alternative Splicing Annotation Project) for biologists to access and mine the enormous wealth of alternative splicing information coming from genomics and proteomics. ASAP is based on genome-wide analyses of alternative splicing in human (30 793 alternative splice relationships found) from detailed alignment of expressed sequences onto the genomic sequence. ASAP provides precise gene exon-intron structure, alternative splicing, tissue specificity of alternative splice forms, and protein isoform sequences resulting from alternative splicing. Moreover, it can help biologists design probe sequences for distinguishing specific mRNA isoforms. ASAP is intended to be a community resource for collaborative annotation of alternative splice forms, their regulation, and biological functions. The URL for ASAP is http://www.bioinformatics.ucla.edu/ASAP.

Alternative Splicing↗

Alternative splicing in the human, mouse and rat genomes is associated with an increased frequency of exon creation and/or loss.

One of the most interesting opportunities in comparative genomics is to compare not only genome sequences but additional phenomena, such as alternative splicing, using orthologous genes in different genomes to find similarities and differences between organisms. Recently, genomics studies have suggested that 40-60% of human genes are alternatively spliced and have catalogued up to 30,000 alternative splice relationships in human genes. Here we report an analysis of 9,434 orthologous genes in human and mouse, which indicates that alternative splicing is associated with a large increase in frequency of recent exon creation and/or loss. Whereas most exons in the mouse and human genomes are strongly conserved in both genomes, exons that are only included in alternative splice forms (as opposed to the constitutive or major transcript form) are mostly not conserved and thus are the product of recent exon creation or loss events. A similar comparison of orthologous exons in rat and human validates this pattern. Although this says nothing about the complex question of adaptive benefit, it does indicate that alternative splicing in these genomes has been associated with increased evolutionary change.

Alternative Splicing↗

Genome-wide detection of tissue-specific alternative splicing in the human transcriptome.

We have developed an automated method for discovering tissue-specific regulation of alternative splicing through a genome-wide analysis of expressed sequence tags (ESTs). Using this approach, we have identified 667 tissue-specific alternative splice forms of human genes. We validated our muscle-specific and brain-specific splice forms for known genes. A high fraction (8/10) were reported to have a matching tissue specificity by independent studies in the published literature. The number of tissue-specific alternative splice forms is highest in brain, while eye-retina, muscle, skin, testis and lymph have the greatest enrichment of tissue-specific splicing. Overall, 10-30% of human alternatively spliced genes in our data show evidence of tissue-specific splice forms. Seventy-eight percent of our tissue-specific alternative splices appear to be novel discoveries. We present bioinformatics analysis of several tissue-specific splice forms, including automated protein isoform sequence and domain prediction, showing how our data can provide valuable insights into gene function in different tissues. For example, we have discovered a novel kidney-specific alternative splice form of the WNK1 gene, which appears to specifically disrupt its N-terminal kinase domain and may play a role in PHAII hypertension. Our database greatly expands knowledge of tissue-specific alternative splicing and provides a comprehensive dataset for investigating its functional roles and regulation in different human tissues.

Alternative Splicing↗

A genomic view of alternative splicing.

Recent genome-wide analyses of alternative splicing indicate that 40-60% of human genes have alternative splice forms, suggesting that alternative splicing is one of the most significant components of the functional complexity of the human genome. Here we review these recent results from bioinformatics studies, assess their reliability and consider the impact of alternative splicing on biological functions. Although the 'big picture' of alternative splicing that is emerging from genomics is exciting, there are many challenges. High-throughput experimental verification of alternative splice forms, functional characterization, and regulation of alternative splicing are key directions for research. We recommend a community-based effort to discover and characterize alternative splice forms comprehensively throughout the human genome.

Alternative Splicing↗

Assessing the impact of alternative splicing on domain interactions in the human proteome.

We have constructed a database of alternatively spliced protein forms (ASP), consisting of 13,384 protein isoform sequences of 4422 human genes (www.bioinformatics.ucla.edu/ASP). We identified fifty protein domain types that were selectively removed by alternative splicing at much higher frequencies than average (p-value < 0.01). These include many well-known protein-interaction domains (e.g., KRAB; ankyrin repeats; Kelch) including some that have been previously shown to be regulated functionally by alternative splicing (e.g., collagen domain). We present a number of novel examples (Kruppel transcription factors; Pbx2; Enc1) from the ASP database, illustrating how this pattern of alternative splicing changes the structure of a biological pathway, by redirecting protein interaction networks at key switch points. Our bioinformatics analysis indicates that a major impact of alternative splicing is removal of protein-protein interaction domains that mediate key linkages in protein interaction networks. ASP expands the available dataset of human alternatively spliced protein forms from 1989 human genes (SwissProt release 42) to 5413 (nonredundant set, ASP + SwissProt), a nearly 3-fold increase. ASP will enhance the existing pool of protein sequences that are searched by mass spectroscopy software during the identification of peptide fragments.

Alternative Splicing↗