Examination of the human transcriptome reveals higher levels of RNA editing than in any other organism tested to date. This is indicative of extensive double-stranded RNA (dsRNA) formation within the human transcriptome. Most of the editing sites are located in the primate-specific retrotransposed element called Alu. A large fraction of Alus are found in intronic sequences, implying extensive Alu-Alu dsRNA formation in mRNA precursors. Yet, the effect of these intronic Alus on splicing of the flanking exons is largely unknown. Here, we show that more Alus flank alternatively spliced exons than constitutively spliced ones; this is especially notable for those exons that have changed their mode of splicing from constitutive to alternative during human evolution. This implies that Alu insertions may change the mode of splicing of the flanking exons. Indeed, we demonstrate experimentally that two Alu elements that were inserted into an intron in opposite orientation undergo base-pairing, as evident by RNA editing, and affect the splicing patterns of a downstream exon, shifting it from constitutive to alternative. Our results indicate the importance of intronic Alus in influencing the splicing of flanking exons, further emphasizing the role of Alus in shaping of the human transcriptome.
The human genome is crowded with over one million copies of primate-specific retrotransposed elements, termed Alu. A large fraction of Alu elements are located within intronic sequences. The human transcriptome undergoes extensive RNA editing (A-to-I), to higher levels than any other tested organism. RNA editing requires the formation of a double-stranded RNA structure in order to occur. Over 90% of the editing sites in the human transcriptome are found within Alu sequences. Thus, the high level of RNA editing is indicative of extensive secondary structure formation in mRNA precursors driven by intronic Alu-Alu base pairing. Splicing is a molecular mechanism in which introns are removed from an mRNA precursor and exons are ligated to form a mature mRNA. Here, we show that Alu insertions into introns can affect the splicing of the flanking exons. We experimentally demonstrate that two Alu elements that were inserted into the same intron in opposite orientation undergo base-pairing, and consequently shift the splicing pattern of the downstream exon from constitutive inclusion in all mature mRNA molecules to alternative skipping. This emphasizes the impact of Alu elements on the primate-specific transcriptome evolution, as such events can generate new isoforms that might acquire novel functions.
Citation: Lev-Maor G, Ram O, Kim E, Sela N, Goren A, Levanon EY, et al. (2008) Intronic Alus Influence Alternative Splicing. PLoS Genet 4(9): e1000204. https://doi.org/10.1371/journal.pgen.1000204
Editor: Harmit S. Malik, Fred Hutchinson Cancer Research Center, United States of America
Received: January 16, 2008; Accepted: August 20, 2008; Published: September 26, 2008
Copyright: © 2008 Lev-Maor et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This work was supported by the Israel Science Foundation (1449/04 and 40/05), GIF, ICA (through the Ber-Lehmsdorf Memorial Fund), DIP, and EURASNET. EK is a fellow of the Clore Scholars Programme. AG is supported by the Adams Fellowship Program of the Israel Academy of Sciences and Humanities.
Competing interests: The authors have declared that no competing interests exist.
Alternative splicing enhances transcriptomic diversity and presumably leads to speciation and higher organism complexity, especially in mammals –. There are four major types of alternative splicing: exon skipping, which is the most prevalent form in higher vertebrates; alternative 5′ and 3′ splice site (5′ss and 3′ss) selection; and intron retention, which is the rarest form in both vertebrates and invertebrates ,. At least 74% (and probably much more) of human genes that contain introns produce more than one type of mRNA transcript through alternative splicing; however, it is unclear which of these products are biologically functional and which are non-functional products of inaccurate splicing , –. Thus, understanding the changes in the genome that dictate fixation of beneficial alternative splicing events or deleterious events (e.g., mutations leading to genetic disorders or cancer), or aberrant splicing events (noise in the system) is of great interest.
There are three known origins of alternatively spliced exons: 1) exon shuffling, which is a form of gene duplication –; 2) exonization of intronic sequences –; and 3) change in the mode of splicing from constitutive to alternative splicing during evolution ,. One mechanism responsible for the shift from constitutive to alternative splicing is accumulation of mutations in the 5′ splice site region. Here we set out to examine additional mechanisms involved in the transition from constitutive to alternative splicing.
The primate-specific retrotransposons called Alu are ∼280 nucleotides long. These are the most abundant retrotransposed elements in the human genome with about 1.1 million copies ,,. A large fraction of these Alu elements are located within intronic sequences, in both the sense and the antisense orientation relative to the mRNA, and can potentially form long regions of double-stranded RNA (dsRNA) , –. There are indications that extensive secondary structure occurs between Alu elements. The evidence is embedded in analyses of the RNA editing mechanism: The human transcriptome undergoes extensive adenosine to inosine RNA editing ,,. RNA editing is directed by an adenosine deamination mechanism catalyzed by specific adenosine deaminases, termed dsRADs (double-stranded RNA adenosine deaminases) or ADARs ,,. ADARs are required for the formation of the dsRNA molecules that serve as substrates for the deamination process ,. Hence, dsRNA regions formed between two Alus in opposite orientation within 2000 nucleotides of each other may serve as substrates for ADAR –,,,.
More than 90% of known editing sites are found in Alu elements and editing occurs in sense and antisense pairs of Alus but not in flanking non-Alu sequences ,,. Recently, it was shown that a pair of inverted Alus located within the 3′UTR of EGFP mRNA serves as a substrate for A-to-I RNA editing that stabilizes the binding of the p54 protein to the mRNA. This causes nuclear retention of the mRNA and the silencing of EGFP expression . Another example comes from the NARF gene, where formation of Alu-Alu dsRNA and its subsequent editing generates a functional 3′ splice site that is essential for exonization of that intronic Alu; moreover, editing in that Alu eliminates a stop codon and modulates the strength of exonic splicing regulatory sequences (ESRs). Interestingly, the nucleotides surrounding the editing site are important not only for editing of that particular site but also for editing at other sites located downstream in the same exon. It was also shown that the C nucleotide thought to pair with the edited site on the dsRNA is important for editing . There is emerging evidence that the secondary structure of precursor mRNA plays a role in regulation of alternative splicing. However, in most studies the double-stranded structure was made up of only 10–40 base pairs and sequestered exonic or splice site sequences –.
In this study, we have bioinformatically and experimentally evaluated the effects of intronic Alu elements on splicing. We found that different regulatory constraints act on Alu insertions into introns that flank constitutively or alternatively spliced exons. We further demonstrated that two Alu elements which were inserted into introns in opposite orientation have the potential to undergo base-pairing, as evident by RNA editing, and affect the splicing patterns of a downstream exon, by shifting it from constitutive to alternative. Finally, as Alu elements are abundant in introns, the findings we present suggest that the effect of intronic Alu elements on the transcriptome could be substantial, and could result in transcriptomic novelties. The new isoforms could then be subjected to purifying selection which will determine their fixation.
Genome-Wide Analysis of Alus within Intronic Sequences
To examine potential effects of insertion of Alu elements into introns on splicing of the flanking exons, we downloaded data of human introns (hg18) and Alu elements and determined the intersected set using the UCSC genome browser and GALAXY ,. Overall, 730,622 Alu elements that reside within introns and 185,534 introns were extracted. This analysis showed that there are 85,126 introns that contain at least one Alu element; of these, 5009 introns contained at least two Alu elements in opposite orientation. The median length of introns containing at least one Alu element is 3829 base pairs (bp), whereas the median length of introns that do not contain an Alu is 521 bp (for intron length distribution see Figure S1). This suggests that double strand formation as a result of base pairing between two nearby Alu elements in opposite orientation might be common.
Bioinformatic Analysis of Alu-Editing within Intronic Sequences
An antisense Alu and a sense Alu that are within 2000 nucleotides of each other can form dsRNA and be subjected to mRNA editing –,. To examine the configurations of possible Alu-Alu dsRNA we extracted data on 10,113 nucleotides that undergo mRNA editing in the human genome from Levanon et al. . Intersection with data on all Alu elements in the human genome and human RefSeq intronic sequences yielded 953 Alu elements that are embedded in intronic sequences that undergo mRNA editing (see Materials and Methods). For each of the 953 edited Alu elements, the nearest Alu element in the opposite orientation was identified. For the vast majority of edited Alu elements (880 out of the 953; 92%), the closest Alu element in the opposite orientation resided within the same intron, with an average distance of 682 bp from the edited Alu. However, we found 73 cases (8%) where the nearest Alu element in the opposite orientation was in a different intron; in 61 of these cases it is at least 500 bp closer to the edited Alu element than the nearest Alu element in the opposite orientation in the same intron (Figure S2). In these cases, the average distance between the edited Alu and the nearest Alu in the opposite orientation is 1993 bp. In fact, in 43 out of the 61 cases the distance was less than 2000 bp (averaging 1122 bp). This close proximity between the two Alu elements, along with the evidence that at least one of them undergoes editing, suggests that these regions may base pair.
Since in 92% of edited Alu elements, the closest Alu element in the opposite orientation resided within the same intron, we decided to examine the splicing process in these cases. But first, we set to examine the distribution of Alu elements within datasets of exons conserved within human and mouse having different splicing patterns.
Alus More Common in the Flanking Introns of Alternatively Spliced Exons that Changed Their Splicing Pattern after the Primate-Rodent Split
We analyzed three datasets of human-mouse orthologous exons and their flanking introns and exons: 1) conserved constitutively spliced exons (constitutively spliced in both species, 45,553 exons), 2) conserved alternatively spliced exons (alternatively spliced in both species, 596 exons), and 3) exons that are alternatively spliced in human and constitutively spliced in mouse (species-specific alternative exons; 354 exons). Analysis of Alu insertions into introns flanking these exons revealed that species-specific alternative exons exhibited the highest level of Alu insertions, followed by conserved alternative exons; the group with the fewest intronic insertions were conserved constitutively spliced exons. We calculated the density of Alu insertions, namely the number of Alus divided by the total intron length (and then multiplied by 1000 for convenience), in order to control for the fact that different intronic lengths might influence Alu insertion (see Materials and Methods). On average, 0.42 Alu elements were found per 1000 bp within the upstream introns and 0.41 Alu elements were found per 1000 bp within the downstream introns of constitutively spliced exons; 0.49 and 0.44 Alus per 1000 bp were found in the upstream and in the downstream introns of alternatively spliced exons, respectively; and 0.66 and 0.65 Alus were found per 1000 bp in the upstream and in the downstream introns of species-specific alternatively spliced exons, respectively. Thus, the number of Alu elements present in species-specific alternative exons differed significantly from that found in constitutively spliced exons (p-value = 7.16E-10, p-value = 5.22E-09, for upstream and downstream introns, respectively) and also differed from that in the alternatively spliced exons (p-value = 0.000503, p-value = 0.000014, for upstream and downstream introns, respectively).
Furthermore, analysis of the distribution of antisense and sense Alus upstream of conserved constitutively spliced exons revealed a selection against the presence of Alu elements adjacent to exons, specifically, against Alu elements in the antisense orientation (Figure 1). There are significantly fewer antisense Alus compared to sense Alus within 150 bp of constitutively spliced exons (p-value = 0.000012). Examination of the downstream intron did not reveal a significant bias (p-value = 0.056). This implies that a selective pressure exists against insertion of Alus in close proximity upstream to constitutively spliced exons; this bias is stronger against Alus in the antisense orientation than against the sense orientation.
Conserved constitutively spliced exons were analyzed for the differences in the location of antisense and sense Alus within the upstream and downstream introns (left and right panels, respectively). The x-axis is the distance in base pairs from the exon; the y-axis is the number of Alus found within this distance. Antisense Alus are marked in blue and sense Alus are marked in red.
B1 is a rodent-specific retrotransposed element of ∼150 nucleotides that has the same ancestral origin as Alu: the 7SLRNA ,. Like Alus, large numbers of B1 elements (a total of 331,015) reside within intronic sequences . We found 236,036 B1 elements within 177,766 mouse introns that are found in GenBank (see Materials and Methods). In mouse, 70,516 introns (39.6%) contain B1 elements. Overall, there are 1.32 B1 elements per intron. The median length of introns containing at least one B1 element is 3278 bp, whereas the median length of introns that do not contain B1 is 636 bp. These results indicate that Alu and B1 containing introns are substantially longer than other introns.
We observed a significant correlation between the number of insertions of Alu and B1 elements within orthologous introns (Pearson correlation coefficient of 0.73 with p-value <0.0001). Namely, orthologous introns show the same tendencies for Alu and B1 insertion, although these events happened independently after the split of the mouse and human lineages. We then set out to analyze whether insertion of B1 into rodent introns was biased in terms of location and orientation as was the case for Alu in primates. Analysis of B1 insertions within the flanking introns of conserved constitutively spliced exons, conserved alternatively spliced, and species-specific alternatively spliced exons yielded the same trend as that of Alu insertions in human. There was no statistical difference in the density of B1 between conserved constitutively spliced and conserved alternatively spliced exons; however, the upstream introns of the 258 species-specific exons (alternatively spliced in mouse, but constitutive in human) were significantly more enriched with B1 elements than were the upstream introns of conserved constitutively spliced exons (p-value = 0.0012) or constitutively spliced downstream introns (p-value = 0.014). This was also the case when the regions upstream of exons that are alternatively spliced in mouse and constitutively spliced in human were compared to the upstream introns of conserved alternatively spliced exons (p-value = 0.042) but not the downstream introns (p-value = 0.155). Therefore, insertion of retrotransposed elements into intronic sequences is correlated with the mode of splicing of the flanking exons.
Five reports – indicate that de novo Alu insertions into intronic sequences in antisense orientation and in close proximity to the affected exon (between 19–50 nucleotides) cause the downstream exon to shift from constitutive splicing to full exon skipping (three cases) or to alternative splicing (two cases) (Table 1). This effect of Alu elements on adjacent exons may be due to the Alu structure. Alu elements are comprised of two very similar segments, termed left and right arms. When an Alu is located in a gene in the antisense orientation and transcribed it contributes two poly-T stretches to the mRNA precursor. These poly-T regions might act as polypyrimidine tract (PPT) and, in combination with downstream 3′ and 5′ pseudo splice sites, might act as pseudo-exon . Hence, such antisense Alus that act as pseudo-exons might compete with nearby exons for the binding of splicing factors. These five cases of de novo Alu insertions imply that Alus located in close proximity to exons might affect splicing of adjacent exons. This and the finding of de-novo Alu insertions that affect splicing imply that this is an on-going evolutionary process, which may result in novel transcripts that are deleterious and inflict genetic diseases. On the other hand, a shift in the splicing pattern from constitutive to alternative might be advantageous in some cases, and could enable testing new mRNA options without eliminating the old ones. Moreover, such a shift could introduce a premature termination codons enabling the expression of truncated proteins at certain needed times or in specific cell types and could be delicately regulated by the levels of splicing regulatory proteins ,.
In order to determine how many alternatively spliced exons are potentially regulated by the insertion of an antisense Alu, we used the alternative splicing track in the UCSC genome browser ( see also Materials and Methods). In 269 events (∼1.5% out of 17,151 alternatively spliced cassette-exons), an antisense Alu was found within 100 bp upstream of an exon (150 have additional sense Alu within 2000 bp), 491 (∼2.8%) events in which an antisense Alu was found within 150 bp (273 have additional sense Alu within 2000 bp), and 689 (∼4%) events in which an antisense Alu was found within 200 bp (373 have additional sense Alu within 2000 bp). Out of these 689 alternative exons, 525 (76.1%) are conserved between human and mouse (23 events were recorded as alternatively spliced also in mouse alternative splicing track in version mm9). Within the human genome, almost 85% of alternative cassette exon skipping events are conserved in mouse, however only 76% of the cassette exon skipping events that have an adjacent Alu in opposite orientation are conserved within mouse genome. This is statistically significant, implying that there is a bias for Alu in antisense orientation in the regulation of alternative exons within non-conserved alternative splicing events (χ2 test p-value = 1.6×10−8).
Intronic Alus Affect Splicing of Flanking Exons
The above results suggest that stable insertion of Alus into introns is associated with the mode of splicing of the flanking exons—especially the downstream exon—and that most Alu-Alu dsRNA is formed between sequences within the same intron. To test this hypothesis, exon 3 of the human RABL5 gene was analyzed experimentally to examine the connection between intronic Alu and alternative splicing. A minigene containing exons 2 through 4 of the human RABL5 gene (a conserved gene within all vertebrate genomes) was cloned. Exon 3 of RABL5 is alternatively spliced in human and constitutively spliced in mouse, rat, dog, chicken, and zebrafish (see Figure 2 in ). Based on the phylogenetic relationships among the analyzed organisms, we conclude that the alternatively spliced variant is a derived form and the constitutively spliced variant is the ancestral one.
(A) Schematic illustration of the RABL5 minigene containing three exons and two introns. The intronic Alus (1 through 5) are marked by boxes with a point indicating the orientation of the Alu relative to the pre-mRNA. Alu4 is an AluSx inserted between the two arms of AluJo. (B) The indicated wild-type (wt) and mutant plasmids were transfected into 293T cells, total RNA was extracted, and splicing products were separated on a 2% agarose gel after RT-PCR analysis. Lane 1, splicing products of wt RABL5 minigene. Lanes 2–26, splicing products of the indicated mutants. The following abbreviations were used: Δ indicates deletion of the specified Alu element, X 1w3 indicates replacement of Alu1 with Alu3 (i.e., the sequence of Alu3 was inserted instead of that of Alu1 and in the same orientation as Alu3), and 1int specifies replacement of the Alu1 sequence with a non-Alu intronic fragment. The two mRNA isoforms are shown on the right. Numbers on top of the gel indicate percentage of exon inclusion as determined using ImageJ software. PCR products were sequenced.
Six Alus have been inserted into the flanking introns of exon 3 since the last common ancestor of human and mouse: two in the upstream intron and four in the downstream intron (Figure 2A). Alu4, which is located in the downstream intron, resulted from insertion of an Alu within another Alu and will be regarded as one Alu (see also Text S1). The minigene was transfected into 293T cells and the splicing products were examined following RNA extraction and RT-PCR analysis. Exon 3 in the RABL5 minigene is alternatively spliced with approximately 40% inclusion (Figure 2B, lane 1). Removal of all intronic Alus shifted splicing from alternative to constitutive (Figure 2B, compare lanes 1 and 2). This indicates that the insertion of Alus into the flanking introns during primate evolution shifted exon 3 splicing from constitutive to alternative.
Our experiments revealed that the orientation and position of the Alus within the upstream intron affected splicing of exon 3. Deletion of the Alus in the upstream intron, namely Alu1 and Alu2 (Δ1+2), had the same effect as deleting all Alus (Figure 2B, lanes 7 and 2). The same effect was observed if one of the Alus was deleted and the other was replaced with a 270-nucleotide non-Alu intronic sequence (Figure 2B, lanes 18 and 21, see also Text S2). The replacement of each of the intronic Alus with a non-Alu intronic sequence of a similar length eliminated the possibility that the effect observed after deletion related to shortening of the intron.
The Alus in the downstream intron, however, had a little or no effect on splicing (Figure 2B, lane 13). Taken together, it seems that the shift from constitutive to alternative splicing in the lineage leading to human is mediated mainly by Alus 1 and 2. Deletion of Alu1 or replacement with a 270-nucleotide non-Alu intronic sequence resulted in almost complete exon skipping (Figure 2B, lanes 3 and 17, respectively). Replacement or deletion of Alu2 resulted in constitutive exon splicing (lanes 4 and 20).
Interestingly, Alu1 and Alu2 have opposite effects on splicing. Deletion of both Alus has the same effect as deleting only Alu2. Therefore, we concluded that Alu2 is dominant over Alu1. The dominance of Alu2 is also supported by two other observations. First, if all Alus except Alu2 are removed, we observe almost total exon skipping (Figure 2B, lane 14). This indicates that Alu2 is a negative regulator of exon 3 recognition, unless Alu1, which is in opposite orientation to Alu2, is present (compare lanes 13 and 14). Furthermore, deletion or replacement with a 270-nucleotide non-Alu intronic sequence of Alu2 in combination with any additional intronic Alus leads to constitutive splicing (lanes 7, 8, 10, 18–22). In the absence of Alu1 and the presence of Alu2, the dominance of Alu2 over the other Alus is observed, leading to exon skipping (lanes 9, 12, 14, 15, and 16). As expected, in the presence of both Alu1 and Alu2, deletion of Alus from the downstream intron had a marginal effect on splicing (Figure 2B, lanes 5, 6, 11, and 23).
We demonstrated that the antisense orientation of Alu2 is essential for alternative splicing of exon 3. We first noted that the exact Alu family is not an important factor in determining splicing pattern: replacement of Alu1 of the Jo family with the sequence of Alu3 from the Sx family (both Alus are in the sense orientation) did not affect the splicing pattern (Figure 2B, lane 24). Thus, the important factor is the presence of Alu1 in sense orientation. Our analysis showed that only when Alu2 is in the antisense orientation and Alu1 is in the sense orientation is alternative splicing of exon 3 observed (Figure 2B, lanes 25–26). These results indicate that the two Alus in the upstream intron regulate alternative splicing of exon 3, whereas the three downstream intronic Alus have no apparent effect on splicing of that exon. Moreover, Alu2 in the antisense orientation suppressed inclusion of exon 3, whereas Alu1 in the sense orientation antagonized the effect of Alu2.
Formation of Double-Stranded RNA between the Two Intronic Alus
How do the two intronic Alus regulate alternative splicing of exon 3? It is apparent that if Alu2 alone is present in the mRNA precursor, the exon is always skipped. We therefore postulated that in a population of the mRNA precursors that contain both Alu1 and Alu2, the two might form dsRNA formation (Figure 3A). This sequestration leads to exon inclusion; in the fraction of mRNA precursors with no base pairing between Alu1 and Alu2 the exon is skipped. To support this hypothesis, we examined whether RNA editing occurred in intron 2; editing would be indicative of formation of dsRNA. We searched the human EST/cDNA dataset and found five different mRNAs sequences containing intron 2 and comparison with genomic sequence indicated extensive RNA editing in both Alu1 and Alu2 (marked in red in Figure 3B). The region of the editing was found to be in the middle of both Alus. This suggests that these two Alu regions are in a double-stranded form.
(A) Schematic illustration of exons 2 to 3 of the RABL5 gene. Exons are depicted as black boxes; the intronic Alus, derived from AluJo and AluSx, in sense and antisense orientations, respectively, are shown in the middle gray-shaped boxes. The intronic, antisense Alu sequence (AluSx) is 102 nucleotides downstream of the sense AluJo and AluSx is 24 nucleotides upstream of the junction of exon 3. Sense and antisense Alus are expected to form a double-stranded secondary structure, thus allowing RNA editing. (B) Editing sites were inferred from alignment of five cDNAs (accession numbers BC050531, BC038668, BI547904, BI548328, and DB495755) to the human genomic DNA. RNA editing occurs at eight positions within the antisense AluSx and at eleven positions within the sense AluJo. Based on these editing sites, the pairing between the sense and antisense Alu sequences was inferred (upper and lower lines, respectively). The region in which editing occurs starts at the middle of the right arm (position 232 in the AluSx consensus) and ends at the beginning of the left arm of Alu2 (position 101 in the AluSx consensus). Panel B shows only this corresponding region, while the entire Alu-Alu potential dsRNA is shown in Figure S3. (C) To further confirm the editing activity, total RNA was extracted from a neuroblastoma (SH-SY5Y) cell-line and treated with DNaseI, followed by RT-PCR analysis using primers to exon 2 and exon 3, and to intron 2 and exon 3 (lanes 1 and 2, respectively; see also Materials and Methods). The PCR products were sequenced. (D) The upper PCR product shown in panel C lane 2 was cloned and sequenced. The Chromas sequence is shown with the editing sites, found in AluSx, marked by boxes. (E) Editing in Alu2 requires the presence of Alu1. Wild type RABL5 minigene (WT) and a mutant in which Alu1 was deleted (ΔAluJo) were transfected into 293T cells. RNA was extracted, treated with DNase I, and amplified using set of primers flanking Alu2 and designed to amplify only exogenic transcripts. Sequencing chromatograms of four nucleotides in AluSx are shown (this editing site is also marked in green in panel B).
To further confirm the formation of dsRNA, we generated cDNA from a neuroblastoma cell-line using specific primers (Figure 3C). By using primers that hybridize in the exons flanking intron 2, we were able to observe a small population of mRNA molecules that contain intron 2; the majority of mRNAs are spliced (Figure 3C lane 1). We enriched the intron-containing fraction using primers that hybridize within the intron and within the downstream exon (Figure 3C, lane 2). Sequencing of the higher molecular weight PCR product using primer to Alu2 allowed us to identify four editing sites within it (Figure 3D).
To confirm the importance of pairing between Alu1 and Alu2 on editing, we used the ΔAlu1 mutant (see Figure 2 lane 3) that led to a full exon skipping and examined the effect on editing within Alu2. There is one editing site within Alu2 that is dependent on the presence of Alu1; without Alu1 no editing at this site was observed (Figure 3E, the site is also highlighted in green in Figure 3B). The other putative editing sites found in EST/cDNA show relatively low level of editing in the minigene.
The Importance of the Distance between the Intronic Alus and Exon 3
We next set to examine if the distance between exon 3 and the intronic Alus and the distance between Alu1 and Alu2 were important factors in splicing of exon 3. Alu2 is located 24 nucleotides upstream of exon 3. We identified the putative branch site of intron 2 and inserted an 800-nucleotide non-Alu intronic sequence upstream of the branch sequence and downstream of intronic Alu1 and Alu2 (marked B in Figure 4A; see Text S3). This insertion caused a shift from alternative to constitutive inclusion of exon 3 (Figure 4B, compare lane 1 and 2). Only when this insertion was shortened to less than 68 nucleotides did we begin to detect restoration of alternative splicing of exon 3; the level of skipping was further elevated when the inserted sequence was shortened to 56 or to 44 nucleotides (Figure 4B, lanes 3–9). To rule out the possibility that the sequence that was inserted contained intronic splicing regulatory sequences, we designed a fragment of 25 nucleotides free from known splicing regulatory sequences (see Materials and Methods). We inserted this sequence into site B and also duplicated and triplicated this sequence to generate 50 and 75 nucleotides insertions. The longer is the inserted sequence, the higher is the inclusion level (Figure 4B, lanes 10–13). This indicates that the distance between the intronic Alu2 from exon 3 affects the mode of splicing.
(A) A schematic illustration of the genomic region between exons 2 and 3 of RABL5 gene. Arrows marked A and B indicate two positions where an intronic sequence was inserted. (B) An 800-nucleotide intronic sequence was inserted in site B. The 800-nucleotide sequence was gradually shortened to the size shown above each lane. The indicated wt and chimeric plasmids were transfected into human 293T cells, total RNA was collected and examined by RT-PCR analysis (lanes 1–9). Lanes 10–12 show insertions of a different sequence, containing 25 nucleotides without any known splicing regulatory sequences, into the same site. This sequence was duplicated and triplicated to generate 50- and 75-nucleotide inserts. These mutant RABL5 minigenes were examined as above. (C) Similar analysis as in panel B, except that the 800-nucleotide sequence and the shorter sequences were inserted into site A. Spliced products are shown on the right and each PCR product was confirmed by sequencing. Splicing products were separated on a 2% agarose gel. Numbers on top of the gel indicate percentage of exon inclusion as determined using ImageJ software.
We also examined the effect of the distance between Alu1 and Alu2 on the splicing of exon 3. The insertion of the same fragment of 800 nucleotides between the two elements (marked A in Figure 4A) led to substantial reduction in the inclusion level of exon 3, although alternative splicing was still observed (Figure 4C, compare lane 1 and lane 2). We then shortened this sequence, ultimately to 24 nucleotides; when the distance was shorter than 550 nucleotides, almost complete inclusion of exon 3 was observed (Figure 4C lanes 2–9). Our results indicate that the distance between Alu1 and Alu2 is important for maintaining the alternative splicing of exon 3; however, it is not as important as the distance between the intronic Alu elements and exon 3. We also note that increasing the distance between exon 3 and Alu2 leads to exon inclusion, whereas increasing the distance between Alu1 and Alu2 enhances exon skipping.
Alu2 Regulates Alternative Splicing of Exon 3
Figure 2 demonstrates that Alu2 suppresses the inclusion of exon 3. We therefore analyzed the sequence of Alu2 to determine what regions might be critical for this effect. Figure 5A shows the sequence of Alu2 and the mutations made. We deleted each of the two arms of Alu2 separately (Figure 5B, lanes 6 and 8) and mutated putative splicing signals (Figure 5B, lanes 2–5, 9–11). We found that the left arm of Alu2 is involved in the constitutive-to-alternative shift. Deletion of the left arm enhanced inclusion, whereas deletion of the right arm caused only a marginal effect (Figure 5B, compare lanes 1, 6, and 8). Mutations in the putative splicing signals in the right and left arms of Alu2 did not affect the splicing pattern (Figure 5B, lanes 2–5, 9–13). Our results do not support the possibility that the left arm functions as a pseudo-exon that abolishes or reduces selection of the exon 3 by competing with splicing factors (see also ,). However, analysis of this data is not straight forward, because deletion of the entire right arm together with the left-arm-polypyrimidine tract (LPPT), which produced a short Alu2 sequence, caused complete skipping of exon 3 (Figure 5B, lane 7). Insertion of a complementary sequence to the short Alu2 sequence along with its upstream intronic sequence (to complete an Alu-like length of 280 nucleotides), 105bp upstream to the original short Alu2 (mimicking the original distance of Alu2 from Alu1), either in the sense or antisense orientation, did not affect full skipping of exon 3. Deletion of the right arm alone or the LPPT alone had a marginal effect on splicing of exon 3 (Figure 5B, compare lanes 6 and 9 to 7). These results imply that multiple sequences along Alu2 combine to suppress the recognition of exon 3.
(A) The sequence of the antisense Alu2. Mutated putative 5′ss is shown in red. A sequence of 24 nucleotides that was deleted is underlined. Three putative 3′ss that were mutated are in bold and underlined. In yellow are the right and left PPT regions with the downstream AG that were deleted. The green sequence is a stem and loop region of 18 nucleotides that was examined as shown in panel C (referred as ‘A’ region). Underlined in that region are two overlapping SC35 potential binding sites (the gray in the middle indicates the overlap region). (B) The indicated wt and mutant plasmids were transfected into 293T cells, total RNA was extracted, and splicing products were separated on a 2% agarose gel after RT-PCR analysis. Lane 1, splicing products of wt RABL5 minigene. Lanes 2–13, splicing products of the indicated mutants. The two mRNA isoforms are shown on the right. Numbers on top of the gel indicate percentage of exon inclusion, as determined using ImageJ software. (C) The upper part illustrates the putative secondary structure formed by AluJo and AluSx, as predicted using the Vienna secondary structure web site (http://www.tbi.univie.ac.at/RNA). The green arrows in the right panel indicate the start and end positions of the stem and loop structure, marked as ‘A’. The lower part shows the effect of the wt and mutant plasmids that were analyzed, as in panel B. Lane 1, wilt type. Lane 2, elimination of the two SC35 putative binding sites by mutating their overlapping sequence (AA were mutated to CC). Lane 3, deletion of the entire stem-loop ‘A’ sequence. Lane 4, replacement of the ‘A’ sequence by a random sequence lacking putative splicing binding sites. Lane 5, replacement of the loop sequence by a perfect complementary sequence, so that the ‘A’ element is entirely in a stem structure. Lane 6, disruption of the stem part of ‘A’, so that ‘A’ is entirely in a loop structure.
Based on the location of the editing sites shown in figure 3B we concluded that in a large part of the left arm of Alu2 there is no editing, suggesting that this part might not participate in a dsRNA structure. Within the left arm we identified a potential sequence, which is not part of the Alu1-Alu2 putative pairing alignment. This region has the potential to form an internal stem-loop structure (Figure 5C, upper alignments). Deletion of this region, replacement of this sequence with a similar stem-loop structure of a different sequence, creation of fully paired stem structure, or disruption of the stem structure all caused full exon 3 skipping. These results imply that the sequence, rather than the potential secondary structure, of this region is important for the inclusion of exon 3. This sequence contains two putative SC35 binding sites. However, mutations that eliminated these potential binding sites without generating another known splicing regulatory sites had no effect on splicing of exon 3, indicating that this is not the sequence involved in the regulation (Figure 5C, lane 2). There are no other potential binding sites for known splicing regulatory factors in this sequence (based on –). Finally, addition of a potential complementary sequence to Alu1 did not effect splicing of exon 3 (not shown). Although Alu2 functions primarily to inhibit exon 3 selection, the above sequence within Alu2 enhances the inclusion of exon 3. Formation of a duplex between Alu1 and Alu2 is needed in order to present this intronic enhancer sequence properly for its effect on splicing of exon 3.
There are over 0.5 million copies of Alu elements in introns of human protein coding genes , yet their function in regulation of gene expression is largely unknown. Here we show that intronic Alus are not ‘neutral’ elements; they affect splicing of flanking exons. Some of these effects can be directly linked to the shift from constitutive to alternative splicing during primate evolution. The regulation demonstrated here involves both positive and negative effects of Alu element in antisense orientation, in close proximity, and upstream to the regulated exon. This complex regulation causes the downstream exon to shift from constitutive to alternative splicing. There are several examples – of de novo insertions of Alu elements within introns that result in skipping of the adjacent exons. In three of the reported cases, the insertion of the Alu in the antisense orientation caused a total skipping of the adjacent exon.
Exon 3 of RABL5 gene, analyzed in this study, is alternatively spliced in human and constitutively spliced in mouse, rat, dog, chicken, and zebrafish. Six Alus have been inserted into the flanking introns of exon 3 since the last common ancestor of human and mouse. Alu2 was inserted in the antisense orientation just upstream of exon 3 and functions as a negative element that suppresses exon 3 selection. This negative effect is partially reversed by another Alu present in the same intron in the sense orientation. Although we were not able to fully resolve the mechanism by which the two Alus regulate alternative splicing of the downstream exon, we provide evidence that regulation requires the formation of a double-stranded region between the two Alus and a combination of negative and positive sequences located in Alu2. The end result of this complex regulation is a shift from constitutive to alternative splicing of the downstream exon. This results in a new primate-specific mRNA isoform that could acquire novel functions, as well as maintaining the original mRNA. Moreover, such a shift could introduce a premature termination codon resulting in truncated proteins that might have regulatory roles at certain times or in specific cell types as could be delicately determined by the levels of splicing regulatory proteins ,.
Introns in humans are considerably longer than their mouse counterparts, mostly due to the presence of Alu elements . Introns that flank alternatively spliced exons are longer than introns that flank constitutively spliced ones ,. We found a correlation between the splicing pattern of exons and the presence of Alus in the flanking introns. First, alternatively spliced exons are flanked by introns containing more Alus compared with introns flanking constitutively spliced ones, even when controlling for the difference in intron lengths. Second, more Alus are present in human introns than are corresponding mouse B1 elements in the orthologous mouse introns. This second observation correlates with the finding that there are more species-specifically, alternatively spliced exons in human than in mouse (354/612 alternatively spliced events in human and 258/612 alternatively spliced events in mouse; χ2, p –value <0.01).
It was suggested that intron complementarities formed by multiple copies of Alu could help define and increase the splicing efficiency of very large metazoan introns . However, it may be also possible that formation of a long and stable double-stranded structure in the upstream intron, especially near the splice site as in the case studied in this manuscript, reduces the ability of the splicing machinery to properly recognize the downstream exon, leading to slower splicing kinetics or suboptimal exon selection and, thus, to intron retention or exon skipping. Supporting the hypothesis that formation of dsRNA in introns might slow splicing is a recent publication showing that formation of dsRNA during pre-microRNA formation can slow splicing of the intron where the microRNA resides .
Although the effect of intronic retroelements on the splicing of flanking exons is presumably not a general trend that applies to all exons, it is relevant to a certain fraction of alternatively spliced exons (1.5% to 4% of the alternatively skipped exons in human).
Our analysis indicated that the presence of Alu elements is correlated with the mode of splicing of adjacent exons. There is an ‘exclusion zone’ in intron sequences flanking exons, where insertion of Alu elements is presumably under purifying selection. The length of this ‘exclusion zone’ is similar to that of the human-mouse conserved sequences flanking alternatively spliced exons (∼80–150 nucleotides). This is presumably indicative of regions where the presence of intronic splicing regulatory sequences can affect alternative splicing of the adjacent exon ,,,. Alus might be excluded from the proximal intronic sequences flanking constitutively spliced exons because Alus were never inserted into these regions or because Alus were inserted in an equal proportion in all gene regions (intronic and exonic) but we currently observe only those Alus that have escaped purifying selection. The major burst of Alu retroposition took place 50–60 million years ago and has since dropped to a frequency of one new retroposition for every 20–125 new births ,. As some of these insertions were deleterious and thus selected against, we probably detect intronic Alus that are neutral, mildly deleterious, or beneficial to human fitness. Some of these beneficial intronic Alus presumably altered splicing of the flanking exons and resulted in the generation of new isoforms that presented an advantage during primate evolution and were thus fixated in our genome. The research described here sheds light on how Alu elements have shaped the human genome.
Materials and Methods
A dataset of 596 alternatively spliced exons, conserved between human and mouse, was derived from a previously compiled dataset . In addition, 45,553 human-mouse conserved constitutively spliced exons were obtained from Carmel et al. . Species-specific exons (354) were extracted from a dataset of 4,262 human-mouse orthologous exons that are suspected to splice differently in human and mouse based on initial EST analysis . For details of how the datasets were built see .
Human and Mouse Intronic Dataset
Introns and exons for human (Homo sapiens, Build 35.4) and mouse (Mus musculus, Build 34.1) were extracted from the Exon-Intron Database (http://hsc.utoledo.edu/depts/bioinfo/database.html) . These intron sequences were analyzed with RepeatMasker software version 3.1.0  (www.repatmasker.org) using Repbase update files .
Retrotransposed Elements Analysis
Since Alus are primate specific, the distribution was computed only from human flanking introns. The density of Alu elements was calculated per 1000-bp intron length according to the following equation:N = number of Alus within the intron; L = the length of the intron; Alu density = Alu density. For the detection of retrotransposed elements, we used the RepeatMasker (http://www.repeatmasker.org) software version 3.1.0  and Repbase update .
A T-test was used to calculate statistical differences between two populations; for χ2 test with 2×2 contingency table, Fisher's exact test was used.
The Potential Alternatively Skipped Exons under Intronic Alu Regulation
The alternatively skipped exons in the human genome (build hg18) were extracted by downloading the knownAlt table from UCSC genome browser . The presence or absence of Alu within the upstream intron was determined using RepeatMasker tables downloaded from UCSC. The conservation of these introns was analyzed using MAF pairwise alignments between the human genome (build hg18) and the mouse genome (build mm9) downloaded from UCSC genome browser. The intersections between these tables were done using the Galaxy sever .
Bioinformatic Analysis of Alu Editing within Intronic Sequences
We extracted data of on 10,113 nucleotides that undergo mRNA editing in the human genome from Levanon et al. . The UCSC genome browser  was then used to extract data of all Alu elements in the human genome (build hg18) using the RepeatMasker  annotations, and to extract human RefSeq intronic sequences. Intersection of these three datasets yielded 953 Alu elements that are embedded in intronic sequences and undergo mRNA editing.
The RABL5 (RAB member RAS oncogene family-like 5) minigene was generated by amplifying a human genomic fragment using PCR reaction. Each primer contained an additional sequence encoding a restriction enzyme. The PCR product was restriction digested and inserted into the pEGFP-C3 plasmid (Clontech) and sequenced to confirm that the desired construct was obtained. The RABL5 minigene, contains exons 2 through 4 (2.7 kb). The intron replacements with the RABL5 Alu1, Alu2, and Alu3 were done by PCR opening of the plasmid lacking the specific Alu (#1, #2 or #3) and ligation with a fragment of 270 intronic-nucleotides taken from a PCR amplification directed to the IKBKAP gene intron number 20 (primer forward, 5′AGAATCGTGACACTCATCATATAAAGGAGG3′; and primer reverse, 5′CAAAACATTAGTATAGATCTTTCCAATACA3′). The 800-nucleotide insertion1 was taken from PCR amplification directed to the IMP gene intron number 11 (primer forward, 5′ATCACTCTGCACTTTCTCCCAT3′; primer reverse 5′ACCATGTCCACTTCATCCAGTTC3′). Insertion2 is a 25-bp sequence, free of any known splicing regulatory elements, that was doubled or tripled into 50-bp and 75-bp sequences, ( 5′CTATCTGATAAGCTGCGAGCAATT3′).
Endogenous PCR amplification was done on a cDNA template originating from a neuroblastoma cell-line (SH-SY5Y). Amplification was performed for 30 cycles, consisting of denaturation for 30 seconds at 94°C, annealing for 45 seconds at 52°C or 56°C, and elongation for 1 minute at 72°C. The products were separated in a 1.5% agarose gel. The upper PCR product was Topo-ligated (Invitrogen) and sequenced. The primers used were: forward (exon 2), 5′CAGAATCTTCTGACATCACTG3′; or forward (intron 2), 5′GTGAGCCCTGACAAATCTGTGT3′; and reverse (exon 3) 5′GTTGCTGGTAACATGCGGGTTC3′.
Site-Directed Mutagenesis, Transfection, RNA Isolation, and RT-PCR Amplification
For details see .
Intron length distribution of human introns.
(0.17 MB DOC)
A screen shot created by the UCSC genome browser.
(1.44 MB DOC)
Potential dsRNA of AluJo+ and AluSx-.
(0.51 MB DOC)
270 nucleotides non-Alu intronic sequence from intron 20 of IKBKAP gene.
(0.02 MB DOC)
Conceived and designed the experiments: GLM OR GA. Performed the experiments: GLM OR. Analyzed the data: GLM OR EK NS AG GA. Contributed reagents/materials/analysis tools: GLM GA. Wrote the paper: GLM EK NS EYL GA.
- 1. Graveley BR (2001) Alternative splicing: increasing diversity in the proteomic world. Trends Genet 17: 100–107.BR Graveley2001Alternative splicing: increasing diversity in the proteomic world.Trends Genet17100107
- 2. Mendes Soares LM, Valcarcel J (2006) The expanding transcriptome: the genome as the ‘Book of Sand’. Embo J 25: 923–931.LM Mendes SoaresJ. Valcarcel2006The expanding transcriptome: the genome as the ‘Book of Sand’.Embo J25923931
- 3. Ast G (2004) How did alternative splicing evolve? Nat Rev Genet 5: 773–782.G. Ast2004How did alternative splicing evolve?Nat Rev Genet5773782
- 4. Kim E, Magen A, Ast G (2007) Different levels of alternative splicing among eukaryotes. Nucleic Acids Res 35: 125–131.E. KimA. MagenG. Ast2007Different levels of alternative splicing among eukaryotes.Nucleic Acids Res35125131
- 5. Sugnet CW, Kent WJ, Ares M Jr., Haussler D (2004) Transcriptome and genome conservation of alternative splicing events in humans and mice. Pac Symp Biocomput 66–77.CW SugnetWJ KentM. Ares Jr.D. Haussler2004Transcriptome and genome conservation of alternative splicing events in humans and mice.Pac Symp Biocomput6677
- 6. Johnson JM, Castle J, Garrett-Engele P, Kan Z, Loerch PM, et al. (2003) Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays. Science 302: 2141–2144.JM JohnsonJ. CastleP. Garrett-EngeleZ. KanPM Loerch2003Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays.Science30221412144
- 7. Sorek R, Shamir R, Ast G (2004) How prevalent is functional alternative splicing in the human genome? Trends Genet 20: 68–71.R. SorekR. ShamirG. Ast2004How prevalent is functional alternative splicing in the human genome?Trends Genet206871
- 8. Brosius J (2005) Waste not, want not–transcript excess in multicellular eukaryotes. Trends Genet 21: 287–288.J. Brosius2005Waste not, want not–transcript excess in multicellular eukaryotes.Trends Genet21287288
- 9. Gilbert W (1978) Why genes in pieces? Nature 271: 501.W. Gilbert1978Why genes in pieces?Nature271501
- 10. Kondrashov FA, Koonin EV (2003) Evolution of alternative splicing: deletions, insertions and origin of functional parts of proteins from intron sequences. Trends Genet 19: 115–119.FA KondrashovEV Koonin2003Evolution of alternative splicing: deletions, insertions and origin of functional parts of proteins from intron sequences.Trends Genet19115119
- 11. Letunic I, Copley RR, Bork P (2002) Common exon duplication in animals and its role in alternative splicing. Hum Mol Genet 11: 1561–1567.I. LetunicRR CopleyP. Bork2002Common exon duplication in animals and its role in alternative splicing.Hum Mol Genet1115611567
- 12. Sorek R, Ast G, Graur D (2002) Alu-containing exons are alternatively spliced. Genome Res 12: 1060–1067.R. SorekG. AstD. Graur2002Alu-containing exons are alternatively spliced.Genome Res1210601067
- 13. Makalowski W, Mitchell GA, Labuda D (1994) Alu sequences in the coding regions of mRNA: a source of protein variability. Trends Genet 10: 188–193.W. MakalowskiGA MitchellD. Labuda1994Alu sequences in the coding regions of mRNA: a source of protein variability.Trends Genet10188193
- 14. Singer SS, Mannel DN, Hehlgans T, Brosius J, Schmitz J (2004) From “junk” to gene: curriculum vitae of a primate receptor isoform gene. J Mol Biol 341: 883–886.SS SingerDN MannelT. HehlgansJ. BrosiusJ. Schmitz2004From “junk” to gene: curriculum vitae of a primate receptor isoform gene.J Mol Biol341883886
- 15. Zhang XH, Chasin LA (2006) Comparison of multiple vertebrate genomes reveals the birth and evolution of human exons. Proc Natl Acad Sci U S A 103: 13427–13432.XH ZhangLA Chasin2006Comparison of multiple vertebrate genomes reveals the birth and evolution of human exons.Proc Natl Acad Sci U S A1031342713432
- 16. Sela N, Mersch B, Gal-Mark N, Lev-Maor G, Hotz-Wagenblatt A, et al. (2007) Comparative analysis of transposed element insertion within human and mouse genomes reveals Alu's unique role in shaping the human transcriptome. Genome Biol 8: R127.N. SelaB. MerschN. Gal-MarkG. Lev-MaorA. Hotz-Wagenblatt2007Comparative analysis of transposed element insertion within human and mouse genomes reveals Alu's unique role in shaping the human transcriptome.Genome Biol8R127
- 17. Lev-Maor G, Goren A, Sela N, Kim E, Keren H, et al. (2007) The “Alternative” Choice of Constitutive Exons throughout Evolution. PLoS Genet 3: e203.G. Lev-MaorA. GorenN. SelaE. KimH. Keren2007The “Alternative” Choice of Constitutive Exons throughout Evolution.PLoS Genet3e203
- 18. Koren E, Lev-Maor G, Ast G (2007) The emergence of alternative 3′ and 5′ splice site exons from constitutive exons. PLoS Comput Biol 3: e95.E. KorenG. Lev-MaorG. Ast2007The emergence of alternative 3′ and 5′ splice site exons from constitutive exons.PLoS Comput Biol3e95
- 19. Batzer MA, Deininger PL (2002) Alu repeats and human genomic diversity. Nat Rev Genet 3: 370–379.MA BatzerPL Deininger2002Alu repeats and human genomic diversity.Nat Rev Genet3370379
- 20. Xing J, Witherspoon DJ, Ray DA, Batzer MA, Jorde LB (2007) Mobile DNA elements in primate and human evolution. Am J Phys Anthropol Suppl 452–19.J. XingDJ WitherspoonDA RayMA BatzerLB Jorde2007Mobile DNA elements in primate and human evolution.Am J Phys AnthropolSuppl 45219
- 21. Athanasiadis A, Rich A, Maas S (2004) Widespread A-to-I RNA editing of Alu-containing mRNAs in the human transcriptome. PLoS Biol 2: e391.A. AthanasiadisA. RichS. Maas2004Widespread A-to-I RNA editing of Alu-containing mRNAs in the human transcriptome.PLoS Biol2e391
- 22. Blow M, Futreal PA, Wooster R, Stratton MR (2004) A survey of RNA editing in human brain. Genome Res 14: 2379–2387.M. BlowPA FutrealR. WoosterMR Stratton2004A survey of RNA editing in human brain.Genome Res1423792387
- 23. Kim DD, Kim TT, Walsh T, Kobayashi Y, Matise TC, et al. (2004) Widespread RNA editing of embedded alu elements in the human transcriptome. Genome Res 14: 1719–1725.DD KimTT KimT. WalshY. KobayashiTC Matise2004Widespread RNA editing of embedded alu elements in the human transcriptome.Genome Res1417191725
- 24. Levanon EY, Eisenberg E, Yelin R, Nemzer S, Hallegger M, et al. (2004) Systematic identification of abundant A-to-I editing sites in the human transcriptome. Nat Biotechnol 22: 1001–1005.EY LevanonE. EisenbergR. YelinS. NemzerM. Hallegger2004Systematic identification of abundant A-to-I editing sites in the human transcriptome.Nat Biotechnol2210011005
- 25. Morse DP, Aruscavage PJ, Bass BL (2002) RNA hairpins in noncoding regions of human brain and Caenorhabditis elegans mRNA are edited by adenosine deaminases that act on RNA. Proc Natl Acad Sci U S A 99: 7906–7911.DP MorsePJ AruscavageBL Bass2002RNA hairpins in noncoding regions of human brain and Caenorhabditis elegans mRNA are edited by adenosine deaminases that act on RNA.Proc Natl Acad Sci U S A9979067911
- 26. Neeman Y, Levanon EY, Jantsch MF, Eisenberg E (2006) RNA editing level in the mouse is determined by the genomic repeat repertoire. Rna 12: 1802–1809.Y. NeemanEY LevanonMF JantschE. Eisenberg2006RNA editing level in the mouse is determined by the genomic repeat repertoire.Rna1218021809
- 27. Eisenberg E, Nemzer S, Kinar Y, Sorek R, Rechavi G, et al. (2005) Is abundant A-to-I RNA editing primate-specific? Trends Genet 21: 77–81.E. EisenbergS. NemzerY. KinarR. SorekG. Rechavi2005Is abundant A-to-I RNA editing primate-specific?Trends Genet217781
- 28. Bass BL, Nishikura K, Keller W, Seeburg PH, Emeson RB, et al. (1997) A standardized nomenclature for adenosine deaminases that act on RNA. Rna 3: 947–949.BL BassK. NishikuraW. KellerPH SeeburgRB Emeson1997A standardized nomenclature for adenosine deaminases that act on RNA.Rna3947949
- 29. Jepson JE, Reenan RA (2007) RNA editing in regulating gene expression in the brain. Biochim Biophys Acta. JE JepsonRA Reenan2007RNA editing in regulating gene expression in the brain.Biochim Biophys Acta
- 30. Higuchi M, Single FN, Kohler M, Sommer B, Sprengel R, et al. (1993) RNA editing of AMPA receptor subunit GluR-B: a base-paired intron-exon structure determines position and efficiency. Cell 75: 1361–1370.M. HiguchiFN SingleM. KohlerB. SommerR. Sprengel1993RNA editing of AMPA receptor subunit GluR-B: a base-paired intron-exon structure determines position and efficiency.Cell7513611370
- 31. Egebjerg J, Kukekov V, Heinemann SF (1994) Intron sequence directs RNA editing of the glutamate receptor subunit GluR2 coding sequence. Proc Natl Acad Sci U S A 91: 10270–10274.J. EgebjergV. KukekovSF Heinemann1994Intron sequence directs RNA editing of the glutamate receptor subunit GluR2 coding sequence.Proc Natl Acad Sci U S A911027010274
- 32. DeCerbo J, Carmichael GG (2005) SINEs point to abundant editing in the human genome. Genome Biol 6: 216.J. DeCerboGG Carmichael2005SINEs point to abundant editing in the human genome.Genome Biol6216
- 33. Kawahara Y, Nishikura K (2006) Extensive adenosine-to-inosine editing detected in Alu repeats of antisense RNAs reveals scarcity of sense-antisense duplex formation. FEBS Lett 580: 2301–2305.Y. KawaharaK. Nishikura2006Extensive adenosine-to-inosine editing detected in Alu repeats of antisense RNAs reveals scarcity of sense-antisense duplex formation.FEBS Lett58023012305
- 34. Chen LL, DeCerbo JN, Carmichael GG (2008) Alu element-mediated gene silencing. Embo J 27: 1694–1705.LL ChenJN DeCerboGG Carmichael2008Alu element-mediated gene silencing.Embo J2716941705
- 35. Lev-Maor G, Sorek R, Levanon EY, Paz N, Eisenberg E, et al. (2007) RNA-editing-mediated exon evolution. Genome Biol 8: R29.G. Lev-MaorR. SorekEY LevanonN. PazE. Eisenberg2007RNA-editing-mediated exon evolution.Genome Biol8R29
- 36. Buratti E, Dhir A, Lewandowska MA, Baralle FE (2007) RNA structure is a key regulatory element in pathological ATM and CFTR pseudoexon inclusion events. Nucleic Acids Res 35: 4369–4383.E. BurattiA. DhirMA LewandowskaFE Baralle2007RNA structure is a key regulatory element in pathological ATM and CFTR pseudoexon inclusion events.Nucleic Acids Res3543694383
- 37. Smith CW, Valcarcel J (2000) Alternative pre-mRNA splicing: the logic of combinatorial control. Trends Biochem Sci 25: 381–388.CW SmithJ. Valcarcel2000Alternative pre-mRNA splicing: the logic of combinatorial control.Trends Biochem Sci25381388
- 38. Solnick D (1985) Alternative splicing caused by RNA secondary structure. Cell 43: 667–676.D. Solnick1985Alternative splicing caused by RNA secondary structure.Cell43667676
- 39. Glazov EA, Pheasant M, Nahkuri S, Mattick JS (2006) Evidence for control of splicing by alternative RNA secondary structures in Dipteran homothorax pre-mRNA. RNA Biol 3: 36–39.EA GlazovM. PheasantS. NahkuriJS Mattick2006Evidence for control of splicing by alternative RNA secondary structures in Dipteran homothorax pre-mRNA.RNA Biol33639
- 40. Buratti E, Baralle FE (2004) Influence of RNA secondary structure on the pre-mRNA splicing process. Mol Cell Biol 24: 10505–10514.E. BurattiFE Baralle2004Influence of RNA secondary structure on the pre-mRNA splicing process.Mol Cell Biol241050510514
- 41. Buratti E, Muro AF, Giombi M, Gherbassi D, Iaconcig A, et al. (2004) RNA folding affects the recruitment of SR proteins by mouse and human polypurinic enhancer elements in the fibronectin EDA exon. Mol Cell Biol 24: 1387–1400.E. BurattiAF MuroM. GiombiD. GherbassiA. Iaconcig2004RNA folding affects the recruitment of SR proteins by mouse and human polypurinic enhancer elements in the fibronectin EDA exon.Mol Cell Biol2413871400
- 42. Singh NN, Singh RN, Androphy EJ (2007) Modulating role of RNA structure in alternative splicing of a critical exon in the spinal muscular atrophy genes. Nucleic Acids Res 35: 371–389.NN SinghRN SinghEJ Androphy2007Modulating role of RNA structure in alternative splicing of a critical exon in the spinal muscular atrophy genes.Nucleic Acids Res35371389
- 43. Graveley BR (2005) Mutually exclusive splicing of the insect Dscam pre-mRNA directed by competing intronic RNA secondary structures. Cell 123: 65–73.BR Graveley2005Mutually exclusive splicing of the insect Dscam pre-mRNA directed by competing intronic RNA secondary structures.Cell1236573
- 44. Muh SJ, Hovhannisyan RH, Carstens RP (2002) A Non-sequence-specific double-stranded RNA structural element regulates splicing of two mutually exclusive exons of fibroblast growth factor receptor 2 (FGFR2). J Biol Chem 277: 50143–50154.SJ MuhRH HovhannisyanRP Carstens2002A Non-sequence-specific double-stranded RNA structural element regulates splicing of two mutually exclusive exons of fibroblast growth factor receptor 2 (FGFR2).J Biol Chem2775014350154
- 45. Miriami E, Margalit H, Sperling R (2003) Conserved sequence elements associated with exon skipping. Nucleic Acids Res 31: 1974–1983.E. MiriamiH. MargalitR. Sperling2003Conserved sequence elements associated with exon skipping.Nucleic Acids Res3119741983
- 46. Zhang XH, Leslie CS, Chasin LA (2005) Dichotomous splicing signals in exon flanks. Genome Res 15: 768–779.XH ZhangCS LeslieLA Chasin2005Dichotomous splicing signals in exon flanks.Genome Res15768779
- 47. Hiller M, Zhang Z, Backofen R, Stamm S (2007) Pre-mRNA Secondary Structures Influence Exon Recognition. PLoS Genet 3: e204.M. HillerZ. ZhangR. BackofenS. Stamm2007Pre-mRNA Secondary Structures Influence Exon Recognition.PLoS Genet3e204
- 48. Karolchik D, Kuhn RM, Baertsch R, Barber GP, Clawson H, et al. (2007) The UCSC Genome Browser Database: 2008 update. Nucleic Acids Res. D. KarolchikRM KuhnR. BaertschGP BarberH. Clawson2007The UCSC Genome Browser Database: 2008 update.Nucleic Acids Res
- 49. Giardine B, Riemer C, Hardison RC, Burhans R, Elnitski L, et al. (2005) Galaxy: a platform for interactive large-scale genome analysis. Genome Res 15: 1451–1455.B. GiardineC. RiemerRC HardisonR. BurhansL. Elnitski2005Galaxy: a platform for interactive large-scale genome analysis.Genome Res1514511455
- 50. Bass BL (2002) RNA editing by adenosine deaminases that act on RNA. Annu Rev Biochem 71: 817–846.BL Bass2002RNA editing by adenosine deaminases that act on RNA.Annu Rev Biochem71817846
- 51. Kriegs JO, Churakov G, Jurka J, Brosius J, Schmitz J (2007) Evolutionary history of 7SL RNA-derived SINEs in Supraprimates. Trends Genet 23: 158–161.JO KriegsG. ChurakovJ. JurkaJ. BrosiusJ. Schmitz2007Evolutionary history of 7SL RNA-derived SINEs in Supraprimates.Trends Genet23158161
- 52. Shen MR, Batzer MA, Deininger PL (1991) Evolution of the master Alu gene(s). J Mol Evol 33: 311–320.MR ShenMA BatzerPL Deininger1991Evolution of the master Alu gene(s).J Mol Evol33311320
- 53. Ganguly A, Dunbar T, Chen P, Godmilow L, Ganguly T (2003) Exon skipping caused by an intronic insertion of a young Alu Yb9 element leads to severe hemophilia A. Hum Genet 113: 348–352.A. GangulyT. DunbarP. ChenL. GodmilowT. Ganguly2003Exon skipping caused by an intronic insertion of a young Alu Yb9 element leads to severe hemophilia A.Hum Genet113348352
- 54. Oldridge M, Zackai EH, McDonald-McGinn DM, Iseki S, Morriss-Kay GM, et al. (1999) De novo alu-element insertions in FGFR2 identify a distinct pathological basis for Apert syndrome. Am J Hum Genet 64: 446–461.M. OldridgeEH ZackaiDM McDonald-McGinnS. IsekiGM Morriss-Kay1999De novo alu-element insertions in FGFR2 identify a distinct pathological basis for Apert syndrome.Am J Hum Genet64446461
- 55. Tighe PJ, Stevens SE, Dempsey S, Le Deist F, Rieux-Laucat F, et al. (2002) Inactivation of the Fas gene by Alu insertion: retrotransposition in an intron causing splicing variation and autoimmune lymphoproliferative syndrome. Genes Immun 3: Suppl 1S66–70.PJ TigheSE StevensS. DempseyF. Le DeistF. Rieux-Laucat2002Inactivation of the Fas gene by Alu insertion: retrotransposition in an intron causing splicing variation and autoimmune lymphoproliferative syndrome.Genes Immun3Suppl 1S6670
- 56. Wallace MR, Andersen LB, Saulino AM, Gregory PE, Glover TW, et al. (1991) A de novo Alu insertion results in neurofibromatosis type 1. Nature 353: 864–866.MR WallaceLB AndersenAM SaulinoPE GregoryTW Glover1991A de novo Alu insertion results in neurofibromatosis type 1.Nature353864866
- 57. Zhang Y, Dipple KM, Vilain E, Huang BL, Finlayson G, et al. (2000) AluY insertion (IVS4-52ins316alu) in the glycerol kinase gene from an individual with benign glycerol kinase deficiency. Hum Mutat 15: 316–323.Y. ZhangKM DippleE. VilainBL HuangG. Finlayson2000AluY insertion (IVS4-52ins316alu) in the glycerol kinase gene from an individual with benign glycerol kinase deficiency.Hum Mutat15316323
- 58. Gal-Mark N, Schwartz S, Ast G (2008) Alternative splicing of Alu exons–two arms are better than one. Nucleic Acids Res 36: 2012–2023.N. Gal-MarkS. SchwartzG. Ast2008Alternative splicing of Alu exons–two arms are better than one.Nucleic Acids Res3620122023
- 59. Lareau LF, Inada M, Green RE, Wengrod JC, Brenner SE (2007) Unproductive splicing of SR genes associated with highly conserved and ultraconserved DNA elements. Nature 446: 926–929.LF LareauM. InadaRE GreenJC WengrodSE Brenner2007Unproductive splicing of SR genes associated with highly conserved and ultraconserved DNA elements.Nature446926929
- 60. McGlincy NJ, Smith CW (2008) Alternative splicing resulting in nonsense-mediated mRNA decay: what is the meaning of nonsense? Trends Biochem Sci. NJ McGlincyCW Smith2008Alternative splicing resulting in nonsense-mediated mRNA decay: what is the meaning of nonsense?Trends Biochem Sci
- 61. Fairbrother WG, Chasin LA (2000) Human genomic sequences that inhibit splicing. Mol Cell Biol 20: 6816–6825.WG FairbrotherLA Chasin2000Human genomic sequences that inhibit splicing.Mol Cell Biol2068166825
- 62. Goren A, Ram O, Amit M, Keren H, Lev-Maor G, et al. (2006) Comparative analysis identifies exonic splicing regulatory sequences–The complex definition of enhancers and silencers. Mol Cell 22: 769–781.A. GorenO. RamM. AmitH. KerenG. Lev-Maor2006Comparative analysis identifies exonic splicing regulatory sequences–The complex definition of enhancers and silencers.Mol Cell22769781
- 63. Fairbrother WG, Yeh RF, Sharp PA, Burge CB (2002) Predictive identification of exonic splicing enhancers in human genes. Science 297: 1007–1013.WG FairbrotherRF YehPA SharpCB Burge2002Predictive identification of exonic splicing enhancers in human genes.Science29710071013
- 64. Wang Z, Rolish ME, Yeo G, Tung V, Mawson M, et al. (2004) Systematic identification and analysis of exonic splicing silencers. Cell 119: 831–845.Z. WangME RolishG. YeoV. TungM. Mawson2004Systematic identification and analysis of exonic splicing silencers.Cell119831845
- 65. Levy A, Sela N, Ast G (2008) TranspoGene and microTranspoGene: transposed elements influence on the transcriptome of seven vertebrates and invertebrates. Nucleic Acids Res 36: D47–52.A. LevyN. SelaG. Ast2008TranspoGene and microTranspoGene: transposed elements influence on the transcriptome of seven vertebrates and invertebrates.Nucleic Acids Res36D4752
- 66. Sironi M, Menozzi G, Comi GP, Bresolin N, Cagliani R, et al. (2005) Fixation of conserved sequences shapes human intron size and influences transposon-insertion dynamics. Trends Genet 21: 484–488.M. SironiG. MenozziGP ComiN. BresolinR. Cagliani2005Fixation of conserved sequences shapes human intron size and influences transposon-insertion dynamics.Trends Genet21484488
- 67. Fox-Walsh KL, Dou Y, Lam BJ, Hung SP, Baldi PF, et al. (2005) The architecture of pre-mRNAs affects mechanisms of splice-site pairing. Proc Natl Acad Sci U S A 102: 16176–16181.KL Fox-WalshY. DouBJ LamSP HungPF Baldi2005The architecture of pre-mRNAs affects mechanisms of splice-site pairing.Proc Natl Acad Sci U S A1021617616181
- 68. Howe KJ, Ares M Jr. (1997) Intron self-complementarity enforces exon inclusion in a yeast pre-mRNA. Proc Natl Acad Sci U S A 94: 12467–12472.KJ HoweM. Ares Jr.1997Intron self-complementarity enforces exon inclusion in a yeast pre-mRNA.Proc Natl Acad Sci U S A941246712472
- 69. Kim YK, Kim VN (2007) Processing of intronic microRNAs. Embo J 26: 775–783.YK KimVN Kim2007Processing of intronic microRNAs.Embo J26775783
- 70. Sorek R, Ast G (2003) Intronic sequences flanking alternatively spliced exons are conserved between human and mouse. Genome Res 13: 1631–1637.R. SorekG. Ast2003Intronic sequences flanking alternatively spliced exons are conserved between human and mouse.Genome Res1316311637
- 71. Sugnet CW, Srinivasan K, Clark TA, O'Brien G, Cline MS, et al. (2006) Unusual intron conservation near tissue-regulated exons found by splicing microarrays. PLoS Comput Biol 2: e4.CW SugnetK. SrinivasanTA ClarkG. O'BrienMS Cline2006Unusual intron conservation near tissue-regulated exons found by splicing microarrays.PLoS Comput Biol2e4
- 72. Deininger P, Batzer MA (1993) Evolution of retroposons. Evol Biol 27: 157–196.P. DeiningerMA Batzer1993Evolution of retroposons.Evol Biol27157196
- 73. Cordaux R, Hedges DJ, Herke SW, Batzer MA (2006) Estimating the retrotransposition rate of human Alu elements. Gene 373: 134–137.R. CordauxDJ HedgesSW HerkeMA Batzer2006Estimating the retrotransposition rate of human Alu elements.Gene373134137
- 74. Carmel I, Tal S, Vig I, Ast G (2004) Comparative analysis detects dependencies among the 5′ splice-site positions. Rna 10: 828–840.I. CarmelS. TalI. VigG. Ast2004Comparative analysis detects dependencies among the 5′ splice-site positions.Rna10828840
- 75. Saxonov S, Daizadeh I, Fedorov A, Gilbert W (2000) EID: the Exon-Intron Database-an exhaustive database of protein-coding intron-containing genes. Nucleic Acids Res 28: 185–190.S. SaxonovI. DaizadehA. FedorovW. Gilbert2000EID: the Exon-Intron Database-an exhaustive database of protein-coding intron-containing genes.Nucleic Acids Res28185190
- 76. Smit AF, Hubley R, Green P (1996) RepeatMasker Open-3.0AF SmitR. HubleyP. Green1996RepeatMasker Open-3.0
- 77. Jurka J, Kapitonov VV, Pavlicek A, Klonowski P, Kohany O, et al. (2005) Repbase Update, a database of eukaryotic repetitive elements. Cytogenet Genome Res 110: 462–467.J. JurkaVV KapitonovA. PavlicekP. KlonowskiO. Kohany2005Repbase Update, a database of eukaryotic repetitive elements.Cytogenet Genome Res110462467
- 78. Ram O, Schwartz S, Ast G (2008) Multifactorial interplay controls the splicing profile of Alu-derived exons. Mol Cell Biol 28: 3513–3525.O. RamS. SchwartzG. Ast2008Multifactorial interplay controls the splicing profile of Alu-derived exons.Mol Cell Biol2835133525