Email updates

Keep up to date with the latest news and content from Genome Biology and BioMed Central.

Open Access Research

Creation and disruption of protein features by alternative splicing - a novel mechanism to modulate function

Michael Hiller1, Klaus Huse2, Matthias Platzer2 and Rolf Backofen1*

Author Affiliations

1 Institute of Computer Science, Friedrich-Schiller-University Jena, Chair for Bioinformatics, Ernst-Abbe-Platz 2, 07743 Jena, Germany

2 Genome Analysis, Institute of Molecular Biotechnology, Beutenbergstrasse 11, 07745 Jena, Germany

For all author emails, please log on.

Genome Biology 2005, 6:R58  doi:10.1186/gb-2005-6-7-r58


The electronic version of this article is the complete one and can be found online at: http://genomebiology.com/2005/6/7/R58


Received:25 February 2005
Revisions received:19 April 2005
Accepted:9 May 2005
Published:22 June 2005

© 2005 Hiller et al.; licensee BioMed Central Ltd

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Background

Alternative splicing often occurs in the coding sequence and alters protein structure and function. It is mainly carried out in two ways: by skipping exons that encode a certain protein feature and by introducing a frameshift that changes the downstream protein sequence. These mechanisms are widespread and well investigated.

Results

Here, we propose an additional mechanism of alternative splicing to modulate protein function. This mechanism creates a protein feature by putting together two non-consecutive exons or destroys a feature by inserting an exon in its body. In contrast to other mechanisms, the individual parts of the feature are present in both splice variants but the feature is only functional in the splice form where both parts are merged. We provide evidence for this mechanism by performing a genome-wide search with four protein features: transmembrane helices, phosphorylation and glycosylation sites, and Pfam domains.

Conclusion

We describe a novel type of event that creates or removes a protein feature by alternative splicing. Current data suggest that these events are rare. Besides the four features investigated here, this mechanism is conceivable for many other protein features, especially for small linear protein motifs. It is important for the characterization of functional differences of two splice forms and should be considered in genome-wide annotation efforts. Furthermore, it offers a novel strategy for ab initio prediction of alternative splice events.

Background

Alternative splicing is an important post-transcriptional process and mainly contributes to the complexity of a transcriptome and proteome [1-3]. Alternative splicing often produces two or more proteins with functional differences from one gene [4] but can also downregulate the overall protein level by producing targets for nonsense-mediated mRNA decay [5], which is used, for example, in the autoregulation of splicing factors [6]. Furthermore, defects in splicing are the basis for a number of diseases [7].

One major mechanism of alternative splicing to alter protein function is the insertion/deletion of functional units such as protein domains, transmembrane (TM) helices, signal peptides, or coiled-coil regions. Alternative splicing tends to insert/delete complete functional units instead of affecting parts of a unit [8]. Moreover, several protein domains have a tendency to be spliced out in some transcripts [9,10]. Many proteins occur in a soluble as well as a membrane-bound form. When encoded by a single gene, the soluble form can be produced by post-translational ectodomain shedding [11] or alternative splicing of exons that encode the TM helices. Indeed, 40-50% of the alternatively spliced, single-pass TM proteins have a splice form that specifically removes the TM domain [12,13]. Furthermore, protein forms can differ in their affinity to bind ligands [14,15] or in their subcellular location [16].

In this paper, we present a novel mechanism to modulate function and/or subcellular localization of a protein by alternative splicing. Assuming a protein feature is encoded in two parts by two non-consecutive exons, for example, exon 2 and 4, inclusion of exon 3 results in a protein lacking this feature since it is disconnected at the sequence level. In contrast, the skipping of exon 3 leads to a protein with this feature. We provide evidence for this mechanism by considering four protein features: TM helices, phosphorylation and glycosylation sites, and Pfam domains. In general, this mechanism is conceivable for many other protein features and provides a novel strategy for ab initio prediction of alternative splice events.

Results and discussion

In order to find genes that encode a protein feature by two non-consecutive exons, we searched all human RefSeq transcripts for annotated features that span an exon boundary. For these exon pairs, we searched dbEST to find alternative splice events that insert a sequence between them. Thus, we only selected pairs of exons if they had expressed sequence tag (EST)-confirmed, alternative exons between them that are skipped in the given RefSeq. Apart from alternative exons, intron retention or an alternative donor/acceptor site located in the intron can lead to such an insert. We only selected inserts that preserved the open reading frame. Then we evaluated whether the longer transcript (with the insert) still encodes the feature or not. We only considered two exons for small features like TM helices and post-translational modification contexts since it is unlikely that more than two exons encode the feature. For more complex features like Pfam domains, we allowed for the domain to be encoded by more than two exons.

The first protein feature we considered was TM domains. We annotated TM helices in all RefSeq transcripts with the TMHMM program [17]. We found 1,807 TM domains (14% of all TM domains) that are encoded by two exons (Additional data file 1). For ten cases, we found EST evidence for an insert due to alternative splicing. As TM domains are short stretches of hydrophobic amino acids, an insert with polar residues will result in the destruction of the TM helix. Indeed, the evaluation of these ten longer transcripts with TMHMM showed that six clearly lacked the TM domain which, in three cases, leads to a soluble protein (Table 1). An example of the disruption of the single TM domain is depicted for DIABLO in Figure 1a. A more complex example is at the Rhesus blood group antigen gene (RHCE) where the inclusion of two exons resulted in a loss of one TM domain as well as the gain of three others (Figure 1b). The massive reconstruction of TM domains in the respective protein isoforms can have considerable consequences for the orientation of the proteins within the cellular membrane and for their interaction with other membrane components.

Table 1. RefSeq transcripts where, due to alternative splicing, sequence insertion destroys a TM helix

thumbnailFigure 1. TM domain destruction by exon insertion. (a) Exons 2 and 3 of NM_138929 of DIABLO encode a TM domain (shown as blue boxes). This TM domain is destroyed in another transcript (NM_019887) that includes an additional exon. The inserted exon (shown in red) encodes many polar amino acids. (b) Exons 3 and 4 of NM_138617 of RHCE encode a TM domain that is destroyed in NM_138618 by the inclusion of two exons. Interestingly, the two included exons encode three new TM domains. Thus, the skipping of exon 4 and 5 of NM_138618 results in a protein that has only two instead of three TM domains fewer. Exon numbers refer to the respective transcript. TM, transmembrane.

To find further cases of feature disruption by sequence insertion, we applied the procedure to experimentally verified post-translational modification sites. Post-translational modification of proteins plays a role in various important processes. For example, phosphorylation of splicing factors can influence splicing decisions [18] and glycosylation is associated with a modulation of proteolytic resistance and ligand binding [19]. The residue to be modified must be located in a favorable sequence context to be recognized by the enzyme. If this residue is close to an exon boundary, an alternative splice event can change the context to an unfavorable one with the consequence that the modification cannot take place anymore. We inspected the O-GlycBase [19] and Phospho.ELM [20], and found 435 modified residues that are close to 213 different exon-exon junctions. Among them, four exon junctions showed an insert due to alternative splicing. CCL14 has a glycosylated serine at position 26, which is the last residue encoded by exon 1. We found two ESTs (AA612866, Z70293) with an included 48-nucleotide exon between exon 1 and 2. The NetOGlyc [21] score for the serine in the new sequence context dropped from 0.97 to 0.35 (threshold 0.5). Thus, the new context might prevent glycosylation of this residue. For CDK5, an alternative acceptor (BU529114) that inserts nine amino acids upstream of exon 8 alters the context of the phosphorylated serine at position 159 of the protein. The NetPhos [22] scores of both contexts differ (0.93 vs 0.43, threshold 0.5), which indicates that only one context allows recognition by the kinase and, thus, the phosphorylation of the serine. Additionally, we found two examples (MGP and CDK2) where an included exon alters the context of a phosphorylated residue, however, the scores for the new contexts dropped only marginally.

For the fourth feature, we considered functional protein domains using the Pfam database [23]. We found 473 inserts into a Pfam domain and nine of those resulted in a disruption of the Pfam (Table 2). Additionally, using the algorithm described in [24], we found three cases where the skipping of a RefSeq exon creates a new Pfam (Table 2). For example, skipping exon 4 of NM_024565 created the cyclin N-terminal domain (Figure 2a). Since exons 5 to 7 of this transcript encode the cyclin C-terminal domain (PF02984), only the exon skipping variant might perform the function of a cyclin. Moreover, skipping exon 2 of NM_139174 resulted in a new double-stranded RNA binding domain (Figure 2b). Downstream of this domain, the transcript encodes an adenosine-deaminase (editase) domain. Thus, the loss of the RNA binding property might act as a negative regulation of the editase activity. Most Pfam domains fold into three-dimensional structures and we cannot rule out that these 12 domains also adopt the correct folding with the insert. However, using standard cut-off scores, these Pfam domains cannot be found in the longer transcripts since the scores for both individual parts are always below the threshold.

Table 2. RefSeq transcripts with an exon skipping splice form that puts together a new Pfam domain

thumbnailFigure 2. Pfam creation by exon skipping. The alternative exon is shown in red. The two partial Pfam alignments for the RefSeq transcript and the complete alignment for the exon-skipping variant are shown above and below the partial gene structure, respectively. Dashed lines indicate parts of the exon for which a Pfam alignment has been found. (a) NM_024585 has a splice form that skips exon 4 (shown in red), which results in the creation of a new domain. The Pfam scores for the separated parts are far below the threshold score of 17 and, thus, the Pfam is not found for the longer transcript. (b) Skipping exon 2 of NM_139174 results in a new double-stranded RNA binding Pfam.

In general, any EST-based approach is hampered by the bias of publicly available EST databases towards cancer-related tissues or cell lines that may exhibit aberrant splicing [25,26]. Furthermore, a splice form that is only represented by a single EST may be a rare error by the spliceosome. Therefore, we determined the number and tissue source of the ESTs that match both splice variants for the described examples (Additional data file 2). For seven of the 20 examples, only one splice form is represented by a single EST or by cancer-related ESTs. However, the remaining examples are supported by several ESTs as well as ESTs from normal tissue, and in four cases both splice variants are contained in the RefSeq database. Thus, we conclude that the majority of the described examples are real splice variants and not artifacts or aberrant splice events.

Besides the four features investigated here, there are many others that can only function if they are connected on the sequence level. Such functional sites or motifs often have a linear structure and comprise, for example, signal peptides, post-translational cleavage sites and subcellular localization signals as well as sites for protein-protein interaction. Many of these motifs are collected in the Eukaryotic Linear Motif (ELM) database [27]. Such features can lose their function if an insert separates them on the sequence level. For example, splicing at an alternative donor site of the protein kinase C delta leads to an insert of 26 amino acids into a caspase-3 cleavage site and to an isoform that is caspase-insensitive [28]. We have not investigated such features here since only a fraction of them have been experimentally verified and a prediction results in a high number of false positives. With further efforts in verifying and characterizing these features, we expect an increasing number of examples for the proposed mechanism of modulating protein function by alternative splicing. Interestingly, the same principle was recently used to experimentally characterize exon splicing silencers (ESS) [29]. In this study, ESS candidates were inserted in the middle exon of a three-exon minigene. If a candidate ESS acts as a silencer, the middle exon is skipped and only in this case a functional green fluorescent protein is encoded. Furthermore, this mechanism is not restricted to protein features but it is also conceivable for sequence and structural features at the mRNA level. For example, some of the variable first exons of NOS1 together with exon 2, form a hairpin structure that is involved in translational regulation, whereas other alternative first exons do not allow hairpin formation [30].

From an evolutionary viewpoint, this mechanism can be explained in two ways depending on whether the protein feature is ancestral or not. If the feature is ancestral, it means it is initially encoded by two neighboring exons and the inserted part must have appeared in the intronic sequences [31-33]. In this case, the insert simply has the function of a spacer. If the feature is not ancestral, it means the longer splice form is evolutionarily older and, therefore, the alternative exon or splice site must have been converted from a constitutive to an alternative one. This can happen, for example, by the weakening of splice sites or the creation of ESS [34]. Complex features with a high sequence specificity such as Pfam domains are likely to be ancestral. In contrast, small features with a loose sequence motif such as the context of a post-translational modification site can arise just by chance and can therefore be evolutionarily younger.

Not all alternative splice events are represented in EST databases and, thus, the development of non-EST-based methods for ab initio prediction of splice events is a necessary but challenging task. Currently, there is only one method that mainly uses genomic conservation of exons and flanking introns to discriminate between alternative and constitutive exons [35]. Although alternative splicing often deletes functional units, it is very hard to predict such events on the protein level without ESTs. However, a search for protein features that are put together by exon skipping would provide a new way to predict alternative splice events. For that purpose, it has to be assumed that the split feature is unlikely to be encoded by two non-consecutive exons just by chance. Since Pfam domains usually have a high sequence specificity, we tested this assumption for Pfams by skipping 10,962 constitutive exons. We found only four cases (0.036%) where skipping of a constitutive exon results in an additional Pfam domain (Additional data file 3). In contrast, nine of the 473 (1.9%) alternatively spliced inserts into Pfam domains resulted in a loss of the Pfam. The odds ratio of 53 indicates that Pfam domains are unlikely to be encoded by non-consecutive exons just by chance.

Conclusion

Alternative splicing frequently modulates protein function by insertion or deletion of functional units. In this case, the functional difference is directly associated with the sequence of the inserted or deleted part. Here, we provide evidence for an additional mechanism that acts by putting together a feature from two parts encoded by non-consecutive exons. Thus, the functional difference is not related to a specific insert and the two parts of the feature are present on both the long and the short splice form. The general idea is shown in Figure 3.

thumbnailFigure 3. General mechanisms to alter linear protein features by alternative splicing. (a) A widespread mechanism is to skip or include an alternative exon (red box) that encodes a functional unit (indicated by the light bulb). The longer splice form with the alternative exon encodes a protein with this feature, the shorter splice form encodes a protein without this feature. (b) The novel mechanism involves a functional unit that is encoded by two non-consecutive exons (the two parts of the light bulb). In contrast to the mechanism mentioned above, the longer splice form encodes a protein without the functional unit although both parts are present on the protein sequence. The disruption of the unit results in a loss of function. The shorter splice form encodes a protein that puts together both parts of the unit which results in a gain of function (complete light bulb).

Recent alternative splicing databases include the annotation of the functional differences between two protein forms [36]. For this purpose, the novel mechanism described here has to be taken into account since it is obviously not sufficient to inspect the alternative exons in the context of the splice form that includes these exons. The functional difference of the examples shown here can only be found if the complete shorter splice form is investigated simultaneously.

Materials and methods

General procedure

All transcripts were taken from the RefSeq annotations in the UCSC Genome Browser (assembly hg16 with annotation March 2004) [37]. For exon pairs that together encode a protein feature, we extracted a 40-nucleotide context (20 nucleotides from the upstream and 20 nucleotides from the downstream exon) and searched, with BLAST, the human fraction of dbEST (August 2004) [38]. We only kept EST hits with two separate HSPs (high-scoring segment pairs).We discarded splice events that resulted in a frameshift and/or introduced a premature termination codon (PTC) since a frameshift leads to a new protein sequence downstream of the alternative splice site and transcripts with PTCs are frequently degraded by nonsense-mediated mRNA decay. Intron retention events were only included if the EST had a spliced intron up- or downstream. For the insertions, we checked presence of AG-GT splice sites. All splice forms were translated with the insertion and a check was made to see if the insert destroyed the feature.

TM domains

We predicted TM helices with TMHMM for all translated transcripts since, currently, TMHMM was found to be the best-performing TM prediction program [39]. The TM domain location was mapped to the exon structure and we considered a TM helix as encoded by two exons if each exon encoded at least 25% of the domain.

Glycosylation and phosphorylation contexts

We used Phospho.ELM version 2.0 and O-GlycBase v6.00. The SwissProt IDs were converted to RefSeq IDs with the table from the HUGO gene nomenclature committee website [40]. The location of the modified residues was mapped to the exon structure and we retained those close to an exon boundary (<10 amino acid distance for glycosylated and <5 amino acid distance for phosphorylated residues). To compute the scores for the glycosylated serine, we used NetOGlyc 2.0 because the latest version (3.1) is not able to recognize the serine in the annotated context.

Pfam domains

Pfam domains were found with hmmpfam using the 'gathering cutoff' scores as given in the Pfam database (version 14). We considered domains with less than 200 residues that are encoded by two or more exons (each exon encodes at least two residues of the Pfam). Additionally, we used the algorithm described in [24] to find cases where the RefSeq transcript is the longer splice form and a shorter exon skipping variant exists that encodes a new Pfam domain. To confirm such candidate splice forms, we searched dbEST with BLAST and the 40-nucleotide context from the up- and downstream exon.

Test of Pfam domain creation by chance

We compiled a set of 10,962 internal coding exons with a size divisible by three that had at least six ESTs showing their inclusion but no EST indicating their skipping. Those exons were considered to be constitutive. We produced the full-length protein and the shorter protein that corresponds to the hypothetical splice form without such an exon. Then, we used hmmpfam with the gathering cut-offs to search the Pfam database and compared the Pfam family hits for the full-length and the shorter protein.

Additional data files

The following additional data are available with the online version of this paper. Additional data file 1 is a table listing the TM domains that are encoded by two exons. Additional data file 2 contains the number of ESTs/RefSeqs and information about the tissues or libraries for both splice variants of the examples. Additional data file 3 contains the four cases where skipping of a constitutive exon results in a new Pfam domain.

Additional File 1. TM domains that are encoded by two exons

Format: XLS Size: 118KB Download file

This file can be viewed with: Microsoft Excel ViewerOpen Data

Additional File 2. ESTs/RefSeqs and if available their tissue/library source for the described examples

Format: TXT Size: 36KB Download fileOpen Data

Additional File 3. Pfam creation events by skipping of a constitutive exon

Format: TXT Size: 1KB Download fileOpen Data

Acknowledgements

We thank Anke Busch for helpful comments on the manuscript.

References

  1. Graveley BR: Alternative splicing: increasing diversity in the proteomic world.

    Trends Genet 2001, 17:100-107. PubMed Abstract | Publisher Full Text OpenURL

  2. Roberts GC, Smith CWJ: Alternative splicing: combinatorial output from the genome.

    Curr Opin Chem Biol 2002, 6:375-383. PubMed Abstract | Publisher Full Text OpenURL

  3. Hiller M, Huse K, Szafranski K, Jahn N, Hampe J, Schreiber S, Backofen R, Platzer M: Widespread occurrence of alternative splicing at NAGNAG acceptors contributes to proteome plasticity.

    Nat Genet 2004, 36:1255-1257. PubMed Abstract | Publisher Full Text OpenURL

  4. Stamm S, Ben-Ari S, Rafalska I, Tang Y, Zhang Z, Toiber D, Thanaraj TA, Soreq H: Function of alternative splicing.

    Gene 2005, 344:1-20. PubMed Abstract | Publisher Full Text OpenURL

  5. Lewis BP, Green RE, Brenner SE: Evidence for the widespread coupling of alternative splicing and nonsense-mediated mRNA decay in humans.

    Proc Natl Acad Sci USA 2003, 100:189-192. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  6. Wollerton MC, Gooding C, Wagner EJ, Garcia-Blanco MA, Smith CWJ: Autoregulation of polypyrimidine tract binding protein by alternative splicing leading to nonsense-mediated decay.

    Mol Cell 2004, 13:91-100. PubMed Abstract | Publisher Full Text OpenURL

  7. Garcia-Blanco MA, Baraniak AP, Lasda EL: Alternative splicing in disease and therapy.

    Nat Biotechnol 2004, 22:535-546. PubMed Abstract | Publisher Full Text OpenURL

  8. Kriventseva EV, Koch I, Apweiler R, Vingron M, Bork P, Gelfand MS, Sunyaev S: Increase of functional diversity by alternative splicing.

    Trends Genet 2003, 19:124-128. PubMed Abstract | Publisher Full Text OpenURL

  9. Liu S, Altman RB: Large scale study of protein domain distribution in the context of alternative splicing.

    Nucleic Acids Res 2003, 31:4828-4835. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  10. Resch A, Xing Y, Modrek B, Gorlick M, Riley R, Lee C: Assessing the impact of alternative splicing on domain interactions in the human proteome.

    J Proteome Res 2004, 3:76-83. PubMed Abstract | Publisher Full Text OpenURL

  11. Hooper NM, Karran EH, Turner AJ: Membrane protein secretases.

    Biochem J 1997, 321:265-279. PubMed Abstract | Publisher Full Text OpenURL

  12. Xing Y, Xu Q, Lee C: Widespread production of novel soluble protein isoforms by alternative splicing removal of transmembrane anchoring domains.

    FEBS Lett 2003, 555:572-578. PubMed Abstract | Publisher Full Text OpenURL

  13. Cline MS, Shigeta R, Wheeler RL, Siani-Rose MA, Kulp D, Loraine AE: The effects of alternative splicing on transmembrane proteins in the mouse genome.

    Pacific Symposium on Biocomputing: January 6-10 2004; Hawaii 2004, 17-28. OpenURL

  14. Minneman KP: Splice Variants of G protein-coupled receptors.

    Mol Interv 2001, 1:108-116. PubMed Abstract | Publisher Full Text OpenURL

  15. Garcia J, Gerber SH, Sugita S, Sudhof TC, Rizo J: A conformational switch in the Piccolo C(2)A domain regulated by alternative splicing.

    Nat Struct Mol Biol 2004, 11:45-53. PubMed Abstract | Publisher Full Text OpenURL

  16. Kamatkar S, Radha V, Nambirajan S, Reddy RS, Swarup G: Two splice variants of a tyrosine phosphatase differ in substrate specificity, DNA binding, and subcellular location.

    J Biol Chem 1996, 271:26755-26761. PubMed Abstract | Publisher Full Text OpenURL

  17. Krogh A, Larsson B, Heijne Gv, Sonnhammer EL: Predicting transmembrane protein topology with a hidden Markov model: application to complete genomes.

    J Mol Biol 2001, 305:567-580. PubMed Abstract | Publisher Full Text OpenURL

  18. Stamm S: Signals and their transduction pathways regulating alternative splicing: a new dimension of the human genome.

    Hum Mol Genet 2002, 11:2409-2416. PubMed Abstract | Publisher Full Text OpenURL

  19. Gupta R, Birch H, Rapacki K, Brunak S, Hansen JE: O-GLYCBASE version 4.0: a revised database of O-glycosylated proteins.

    Nucleic Acids Res 1999, 27:370-372. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  20. Diella F, Cameron S, Gemund C, Linding R, Via A, Kuster B, Sicheritz-Ponten T, Blom N, Gibson TJ: Phospho.ELM: a database of experimentally verified phosphorylation sites in eukaryotic proteins.

    BMC Bioinformatics 2004, 5:79. PubMed Abstract | BioMed Central Full Text | PubMed Central Full Text OpenURL

  21. Hansen JE, Lund O, Tolstrup N, Gooley AA, Williams KL, Brunak S: NetOglyc: prediction of mucin type O-glycosylation sites based on sequence context and surface accessibility.

    Glycoconj J 1998, 15:115-130. PubMed Abstract | Publisher Full Text OpenURL

  22. Blom N, Gammeltoft S, Brunak S: Sequence and structure-based prediction of eukaryotic protein phosphorylation sites.

    J Mol Biol 1999, 294:1351-1362. PubMed Abstract | Publisher Full Text OpenURL

  23. Bateman A, Coin L, Durbin R, Finn RD, Hollich V, Griffiths-Jones S, Khanna A, Marshall M, Moxon S, Sonnhammer ELL, et al.: The Pfam protein families database.

    Nucleic Acids Res 2004, 32(Database issue):D138-D141. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  24. Hiller M, Backofen R, Heymann S, Busch A, Glaesser TM, Freytag J-C: Efficient prediction of alternative splice forms using protein domain homology.

    In Silico Biol 2004, 4:195-208. PubMed Abstract OpenURL

  25. Sorek R, Shamir R, Ast G: How prevalent is functional alternative splicing in the human genome?

    Trends Genet 2004, 20:68-71. PubMed Abstract | Publisher Full Text OpenURL

  26. Xu Q, Lee C: Discovery of novel splice forms and functional analysis of cancer-specific alternative splicing in human expressed sequences.

    Nucleic Acids Res 2003, 31:5635-5643. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  27. Puntervoll P, Linding R, Gemund C, Chabanis-Davidson S, Mattingsdal M, Cameron S, Martin DMA, Ausiello G, Brannetti B, Costantini A, et al.: ELM server: a new resource for investigating short functional sites in modular eukaryotic proteins.

    Nucleic Acids Res 2003, 31:3625-3630. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  28. Sakurai Y, Onishi Y, Tanimoto Y, Kizaki H: Novel protein kinase C delta isoform insensitive to caspase-3.

    Biol Pharm Bull 2001, 24:973-977. PubMed Abstract | Publisher Full Text OpenURL

  29. Wang Z, Rolish ME, Yeo G, Tung V, Mawson M, Burge CB: Systematic identification and analysis of exonic splicing silencers.

    Cell 2004, 119:831-845. PubMed Abstract | Publisher Full Text OpenURL

  30. Newton DC, Bevan SC, Choi S, Robb GB, Millar A, Wang Y, Marsden PA: Translational regulation of human neuronal nitric-oxide synthase by an alternatively spliced 5'-untranslated region leader exon.

    J Biol Chem 2003, 278:636-644. PubMed Abstract | Publisher Full Text OpenURL

  31. Sorek R, Ast G, Graur D: Alu-containing exons are alternatively spliced.

    Genome Res 2002, 12:1060-1067. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  32. Kondrashov FA, Koonin EV: Evolution of alternative splicing: deletions, insertions and origin of functional parts of proteins from intron sequences.

    Trends Genet 2003, 19:115-119. PubMed Abstract | Publisher Full Text OpenURL

  33. Modrek B, Lee CJ: Alternative splicing in the human, mouse and rat genomes is associated with an increased frequency of exon creation and/or loss.

    Nat Genet 2003, 34:177-180. PubMed Abstract | Publisher Full Text OpenURL

  34. Ast G: How did alternative splicing evolve?

    Nat Rev Genet 2004, 5:773-782. PubMed Abstract | Publisher Full Text OpenURL

  35. Sorek R, Shemesh R, Cohen Y, Basechess O, Ast G, Shamir R: A Non-EST-based method for exon-skipping prediction.

    Genome Res 2004, 14:1617-1623. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  36. Huang H-D, Horng J-T, Lin F-M, Chang Y-C, Huang C-C: SpliceInfo: an information repository for mRNA alternative splicing in human genome.

    Nucleic Acids Res 2005, 33(Database Issue):D80-D85. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  37. Human RefSeq Database [http://hgdownload.cse.ucsc.edu/goldenPath/hg16/database/refGene.txt.gz] webcite

  38. Human Fraction of dbEST [ftp://ftp.ncbi.nlm.nih.gov/blast/db/FASTA/est_human.gz] webcite

  39. Moller S, Croning MD, Apweiler R: Evaluation of methods for the prediction of membrane spanning regions.

    Bioinformatics 2001, 17:646-653. PubMed Abstract | Publisher Full Text OpenURL

  40. SwissProt and RefSeq IDs [http://www.gene.ucl.ac.uk/public-files/nomen/ens1.txt] webcite

    2001.