Skip to main content
Download PDF
  • Research article
  • Open access
  • Published:

Genetic and epigenetic variations contributed by Alu retrotransposition

BMC Genomics volume 12, Article number: 617 (2011) Cite this article

Abstract

Background

De novo retrotransposition of Alu elements has been recognized as a major driver for insertion polymorphisms in human populations. In this study, we exploited Alu-anchored bisulfite PCR libraries to identify evolutionarily recent Alu element insertions, and to investigate their genetic and epigenetic variation.

Results

A total of 327 putatively recent Alu insertions were identified, altogether represented by 1,762 sequence reads. Nearly all such de novo retrotransposition events (316/327) were novel. Forty-seven out of forty-nine randomly selected events, corresponding to nineteen genomic loci, were sequence-verified. Alu element insertions remained hemizygous in one or more individuals in sixteen of the nineteen genomic loci. The Alu elements were found to be enriched for young Alu families with characteristic sequence features, such as the presence of a longer poly(A) tail. In addition, we documented the occurrence of a duplication of the AT-rich target site in their immediate flanking sequences, a hallmark of retrotransposition. Furthermore, we found the sequence motif (TT/AAAA) that is recognized by the ORF2P protein encoded by LINE-1 in their 5'-flanking regions, consistent with the fact that Alu retrotransposition is facilitated by LINE-1 elements. While most of these Alu elements were heavily methylated, we identified an Alu localized 1.5 kb downstream of TOMM5 that exhibited a completely unmethylated left arm. Interestingly, we observed differential methylation of its immediate 5' and 3' flanking CpG dinucleotides, in concordance with the unmethylated and methylated statuses of its internal 5' and 3' sequences, respectively. Importantly, TOMM5's CpG island and the 3 Alu repeats and 1 MIR element localized upstream of this newly inserted Alu were also found to be unmethylated. Methylation analyses of two additional genomic loci revealed no methylation differences in CpG dinucleotides flanking the Alu insertion sites in the two homologous chromosomes, irrespective of the presence or absence of the insertion.

Conclusions

We anticipate that the combination of methodologies utilized in this study, which included repeat-anchored bisulfite PCR sequencing and the computational analysis pipeline herein reported, will prove invaluable for the generation of genetic and epigenetic variation maps.

Background

Repetitive elements constitute over 50% of the human genomic sequence [1]. The most prevalent repeats are the Alu family of SINEs, which comprise approximately 10% of the human genome. A typical Alu element is approximately 300 bp long and contains two almost identical arms separated by an A-rich sequence. The ancestor of the Alu monomer is the 7 SL RNA gene, which encodes the RNA component of the signal recognition particle (SRP) that is involved in the translocation of newly synthesized proteins [2, 3]. Similar to the 7 SL gene, Alu elements with intact promoters - namely A and B boxes - may be transcribed by RNA polymerase III [2, 4]. With the aid of the LINE-encoded retrotransposition machinery, Alu transcripts gain mobility and expand in genomes through a process involving reverse transcription and integration [5].

Alu retrotransposition has been an important molecular evolutionary force reshaping the primate genomes [6]. The expansion of the Alu elements in the primate genomes is dated at least 60 million years ago [7]. Based on their evolutionary history, Alu elements can be classified in three major subfamilies: AluJ, AluS, and AluY [8]. Among them, the youngest Alu elements - AluY and its variants AluYa-g - remain very active, and exhibit the highest rate of retrotransposition in the human genome [9–12]. While several recent studies have shown that LINE-1 elements contribute substantially to the structural variations observed in the human genome [13–15], the retrotransposition rate of Alu elements is ten times higher than that of LINE-1, with an estimated new insertion at every 21 births [16].

Decades of research have demonstrated that Alu elements play important roles in the genome and transcriptome [17–20]. Alu elements may contribute a large number of transcription factor binding sites [21], some of which may serve as enhancers involved in tissue development [22, 23]. In addition, some Alu elements may be expressed and Alu transcription affects nearby gene expression, distal gene expression, and global translation. For instance, the expression of an Alu in the promoter of an epsilon-globin gene was found to negatively regulate globin gene expression by transcriptional interference [24]. Recently, Alu RNA was found to be a modular transacting repressor of mRNA transcription [25]. Interestingly, such transcriptional suppression was found to be specific and limited to certain genes. Alu RNAs also affect translational initiation and were found to form stable, discrete complexes with the double-stranded RNA-activated kinase PKR, and to antagonize PKR activation [26]. Transcription derepression of otherwise active Alu elements, which so often reside within genes, may lead to the formation of double-strand RNA - if in antisense orientation - and ultimately to heterochromatinization and silencing of the gene [27].

One of the key mechanisms controlling Alu expression is DNA methylation. The human genome has approximately 28 million CpG dinucleotides, 7 million of which are found within Alu elements [1]. In most somatic tissues, the CpG dinucleotides within the Alu sequence are heavily methylated to suppress Alu expression [28, 29]. It has been demonstrated that the A and B boxes (5-16 bp, and 75-84 bp from the 5' terminus, respectively) are critical cis-elements for Alu expression. In particular, methylation of the B box is thought to inhibit protein binding and hence block Alu transcription [30]. Albeit not sufficient, demethylation and consequently transcription of Alu elements is required for occurrence of de novo retrotransposition [28]. Methylated CpGs can undergo deamination and thereby lead to mutations that render them unable for retrotransposition [8, 9].

Although much effort has been made to identify structural variations resulting from Alu integration, much less is known with regard to the epigenetic status of newly inserted elements and of their flanking genomic sequences. Here we report the utilization of an Alu-anchored bisulfite PCR strategy to generate methylation maps for thousands of Alu elements in human cerebellum and in ependymomas [31, 32]. In this approach, most of the targeted Alu elements are members of the active AluY subfamilies. In this study, we analyzed the aforementioned datasets to identify newly integrated Alu elements, to investigate sequence characteristics and commonalities of their integration sites, to uncover their methylation statuses, and to determine whether the methylation patterns of the sequences surrounding their integration sites would be altered in the alleles harboring the insertion in individuals hemizygous for the Alu retrotransposon.

Results

Identification of recent Alu insertions

The method developed by Xie and colleagues was initially designed to generate a methylation map for a subset of young Alu elements [32]. The strategy applied a primer targeting CpG-rich Alu repeats to simultaneously amplify thousands of Alu elements and their 5' flanking sequences. Unequivocal mapping of these repeats was therefore achieved through their - most often unique - 5' flanking sequences. Eight Alu libraries were derived with this strategy, six from ependymomas and two from normal brain tissues [31, 32].

In previous studies, a number of sequence reads from these libraries could only be partially mapped to the human reference sequence. In order to determine whether any of these sequence reads corresponded to a novel Alu integration event, i.e. one that was not yet documented in the UCSC database, we designed a computational pipeline to reanalyze these datasets (Figure 1). For 158,591 sequence reads partially mapped in previous studies, we first masked Alu sequences and then selected the ones containing at least 40 bp of 5' flanking sequences. A total of 24,820 sequence reads were thus identified. The Alu flanking sequences were then extracted from these reads and subjected to Megablast against in silico bisulfite converted human reference genome sequence. Unambiguous mapping was achieved for 8,738 sequence reads. As expected, the majority of these reads (79.8%) mapped to genomic sequences adjacent to an Alu element. Further examination of the remaining 1,762 sequences reads (Additional File 1, Table S1) enabled their grouping into 327 clusters according to their genomic coordinates (Additional File 2, Table S2). It is noteworthy that due to the highly stringent mapping criteria applied in our previous studies [31, 32], a few mismatches in the alignments between the reference genomic sequence and the sequences generated from the Alu libraries were sufficient to lead to their classification as "partially mapped" reads.

Figure 1
figure 1

Computational pipeline developed to identify putative Alu insertions from Alu anchored bisulfite PCR libraries.

Full size image

We examined the distribution of the 327 clusters comprised of 1,762 sequences reads in eight Alu-anchored bisulfite PCR libraries (Table 1). Out of 327 clusters, 163 clusters (49.8%) were found to be supported by more than one sequence read and 87 clusters (26.7%) were found to be present in more than one library. Among these 87 clusters, 56 clusters (64.4%) were found in both normal and tumor tissues. This indicates that a majority of these putative insertions are not associated with tumorigenesis and/or cancer progression. In addition, a library derived from a normal brain tissue contributed 159 clusters (48.6% of the total 327 clusters) with 692 sequence reads (39.3% of 1,762 total sequence reads), while a library derived from a relapsed aggressive ependymoma only contributed 16 clusters with 23 sequence reads. Based on the difference in number of sequence reads generated from each library, we normalized - for each library - the number of putative insertions that were identified, to the number of Alu repeats that were successfully mapped to the reference genome. No significant difference was observed in this ratio between normal and tumor tissues (p = 0.34, t-Test).

Table 1 327 clusters comprised in 1,762 sequence reads.
Full size table

To investigate whether these putatively new Alu insertions had been identified in previous studies, we extracted 1,763 and 795 known polymorphic Alu elements from dbSNP (The Single Nucleotide Polymorphism database, NCBI) [33] and dbRIP (Database of Retrotransposon Insertion Polymorphisms) [34], respectively. This analysis revealed that 316 of the 327 clusters were novel, i.e. they corresponded to yet undocumented de novo retrotransposition events. The putative integration sites of 140 of such clusters (42.8%) were found to localize to intronic regions, except for one, which mapped to the 3'-UTR of TOMM40, a gene that codes for the translocase of the mitochondrial outer membrane (TOM) complex. We further analyzed these genes with NCBI's DAVID functional annotation tool to examine whether any specific gene category was more likely to harbor these Alu insertions. One hundred thirty-two genes were found annotated in the NCBI database. Compared to all genes annotated in the human genome, no significant enrichment was identified for this set of 132 genes in terms of biological process, cellular localization or molecular function (Additional File 2, Table S2).

Verification of recent Alu insertions

To validate the evolutionarily recent Alu de novo retrotransposition events identified in this study, we randomly selected twenty-one genomic loci encompassing such putative new Alu insertions. For each genomic locus, we designed primers based on the upstream and downstream sequences surrounding the predicted integration sites. With these primers, the PCR products were expected to be ~120 bp (without Alu insertion) or ~420 bp (with Alu insertion). Due to the diploidy of the human genome, three kinds of PCR results were expected: (1) hemizygous Alu insertion: PCR products of two different sizes were expected, one fragment with the Alu insertion and another without it (spanning ~420 bp and ~120 bp, respectively); (2) homozygous Alu insertion: only one PCR product was expected, this fragment containing an Alu element (spanning ~420 bp); (3) nulizygous Alu insertion: no Alu insertion was present in either homologous chromosome, hence just one small PCR product (spanning ~120 bp) was expected.

The Alu insertions were successfully verified for forty-seven out of forty-nine cases representing nineteen genomic loci (Figure 2). To ensure that the regions amplified by PCR were indeed new Alu insertions, for each locus, PCR products were cloned and sequence-verified. The sequences representing these nineteen genomic loci were submitted to GenBank. Their accession numbers are: [HQ709117, HQ709118, HQ709119, HQ709120, HQ709121, HQ709122, HQ709123, HQ709124, HQ709125, HQ709126, HQ709127, HQ709128, HQ709129, HQ709130, HQ709131, HQ709132, HQ709133, HQ709134, HQ709135]. Fourteen out of the nineteen insertion events were predicted to occur in more than one individual. Interestingly, we found that nine out of these fourteen insertions were hemizygous in all individuals examined - i.e., the Alu insertion only occurred in one of the two homologous chromosomes. The remaining five insertions were hemizygous for some individuals and homozygous for others. From a total of forty-seven Alu insertions, thirty-six were found to be hemizygous and eleven were found to be homozygous. The fact that the majority of the insertions have remained in hemizygosity in the genome may be interpreted as suggestive of their recent evolutionary origin. However, that will remain speculative until populational studies are performed.

Figure 2
figure 2

PCR validation of putative Alu insertions (a-g). The Alu insertions were sorted based on genomic coordinates. The Alu insertions were named AI1 through AI21. N-normal brain tissue DNA; E1, E2, and E3-brain tumor tissue (ependymoma) DNA from different individuals; P and R- ependymoma DNA, P is primary and R is relapsed tumor from the same individual.

Full size image

Genomic features and sequence characteristics of Alu elements and their flanking sequences

It has been shown that polymorphic Alu elements and their flanking sequences may share some distinct sequence features [34, 35]. The Alu transcripts derived from the ones with conserved structure would interact productively with SRP9/15 host proteins and gain the ability to retrotranspose [12]. The AluY subfamily and its variants Yc1, Yc2, Ya5, Ya5a2, Ya8, Yd8, Yb8, and Yb9, are the ones considered to be very active due to the conservation of its structure. To conclude the analysis, we classified the Alu elements identified in this study according to its family of origin. We found that the new insertions identified in this study belong to the relatively recent family of AluY elements or to the subfamilies AluYa5, AluYb8, AluYb9, and AluYg6. It has also been shown that the occurrence of a longer poly(A) tail might facilitate Alu retrotransposition [35]. Our analysis revealed that all twenty-two new Alu insertions that were sequence verified in this study have an A-tail that ranged from 11 to 45 nucleotides, with an average length of 29 bp.

Alu retrotransposition is facilitated by LINE-1 elements. LINE elements encompass two open reading frames, namely ORF1 and ORF2P. ORF1 encodes a non-specific RNA binding protein, and ORF2P encodes an endonuclease and a reverse transcriptase. During the process of retrotransposition ORF2P cleaves genomic DNA at a degenerate consensus sequence (TT/AAAA). Accordingly, the presence of a TT/AAAA sequence motif in the 5'-flanking region seems essential for Alu insertion [5, 36, 37]. The Alu insertion site is generated by a single-strand break that occurs in the target DNA made by ORF2P. The mechanism of Alu insertion is called Target Primed Reverse Transcription (TPRT) [8, 37]. Indeed, we were able to document the occurrence of this sequence motif - either a perfect match or a highly similar sequence - in the 5' flanking regions of all new Alu insertions that were sequence-verified in this study. For the nineteen Alu insertions identified in this study, the characteristic sequence features of Alu and flanking sequences are summarized in Table 2.

Table 2 Sequence features of newly inserted Alu repeats.
Full size table

In addition to the Alu sequence itself, the genomic sequence adjacent to the recent Alu insertions encompass at least two typical sequences. As a hallmark of a recent retrotransposition event, the sequences immediately flanking the Alu elements corresponded to short direct repeats, ranging from 4-17 nucleotides. The insertion mechanism generates direct target site duplications (TSDs) flanking the newly inserted element. These TSDs have variable length and are highly suggestive of LINE mediated endonucleolytic cleavage [12, 38]. Such short direct repeats, also called AT-rich target site duplications, were present in 19 of the sequence-verified genomic loci (Table 2).

Methylation status of recent Alu elements

All sequences generated in our previous studies, encompassing Alu elements and their 5' flanking sequences, were derived from bisulfite converted genomic DNA [31, 32]. Due to the high frequency of C-to-T transitions in CpG dinucleotides of Alu repeats caused by deamination of the methylated cytosines, in the absence of a reference genomic sequence, one cannot determine the methylation status of a novel Alu insertion by this method. Hence, to examine the methylation pattern of the newly integrated Alu elements, we aligned the sequences generated in this study for nineteen of such Alu elements with their bisulfite converted sequences from our previous studies [31, 32] (Additional File 3, Figure S1). Our results showed that the recently inserted Alu elements are heavily methylated, with an average methylation level of 90.7%; this is similar to the average methylation level observed for evolutionarily young non-polymorphic Alu elements [31, 32]. We further examined the methylation status of the two important promoter regions inside the Alu elements, the A and B boxes. Alu elements have a bipartite structure, which is similar to that of tRNA elements. It has been shown that the A box is responsible for determining the strength of the Pol III promoter and the B box is important in enabling transcription [30, 39]. Also, deletion of the B box sequence completely abolished transcription of the elements, while deletion of the A box reduced the efficiency of transcription [40]. In almost all cases, these promoter sequences were methylated (Additional File 3, Figure S1). This result suggests that transcription of most newly inserted Alu elements is suppressed by DNA methylation.

Interestingly, we found one Alu element at chr9:37594172-37594310 with a completely unmethylated 5'-end (AI19, Additional File 3, Figure S1). Since amongst all Alu elements chosen for verification this was the only element found to be unmethylated, and also because only two bisulfite sequence reads had been previously generated for this element [31, 32], we designed bisulfite PCR primers to amplify the entire Alu element including the two flanking CpG dinucleotides (Figure 3). Indeed, the 5'-end of this newly inserted Alu element was found to be completely unmethylated while its 3'-end exhibited some degree of DNA methylation. It is noteworthy that the 5'-flanking CpG site was completely unmethylated, and the 3'-flanking CpG site was completely methylated. Importantly, the 5' terminal nucleotide of this newly inserted Alu element mapped 1,576 bp downstream from a CpG island and 1,674 bp downstream from the transcription start site of the TOMM5 gene. This result suggests that the methylation status of this Alu element is under the influence of the epigenetic environment surrounding its insertion site. Since this Alu insertion was found to be in homozygosity, i.e. it was present in the two homologous chromosomes, we were not able to investigate whether the Alu insertion exerted any influence on the methylation status of CpG dinucleotides flanking the Alu element. To confirm our hypothesis that the methylation of the Alu element is under the influence of the CpG island, we ascertained the methylation status of a fragment (chr9:37592324-37592701) corresponding to the 5' terminal 377 bp of the CpG island, and also of the AluJo element flanking the 3'end (chr9:37594745-37595002) of the newly identified Alu element that was partially methylated. Indeed, we found that this CpG island fragment was completely unmethylated while the AluJo sequence flanking the 3'end of the newly inserted Alu exhibited a methylation level of the order of 40%. Interestingly, this AluJo exhibited a pattern of methylation very similar to the pattern presented by the newly inserted Alu element (Figure 3). There are 3 Alu repeats and 1 MIR element localized between the newly inserted Alu and the CpG island. The methylation levels of these elements are indeed very low (Figure 3).

Figure 3
figure 3

Bisulfite PCR cloning and sequencing to validate methylation status of an unmethylated Alu insertion (chr9:37594172-37594310). Asterisk indicates the CpG dinucleotides that are flanking the Alu element; the scheme shows the relative location of TOMM5 and the CpG island in relation to the Alu AI19 insertion (USCS Genome Bioinformatics). a) methylation status of a downstream AluJo (sequence coordinates: chr9:37594745-37595002) near the newly inserted Alu element; b) newly inserted Alu element and its methylation status; c) methylation status of 2 CpGs upstream of the newly inserted Alu; d), e), f), and g) methylation statuses of 3 Alu repeats and 1 MIR element localized between the newly inserted Alu and the CpG island, respectively, AluSx, AluJo, MIRb, and AluSx; h) methylation status of the 5'end of a CpG island located 1,576 bp (sequence coordinates: chr9:37592324-37592701) upstream from the newly inserted Alu element. Note that the TOMM5 transcription unit is in opposite orientation to that of the newly inserted Alu element. The methylation levels for a, b, c, d, e, f, g, and h were 40%, 33.7%, 79.1%, 4.2%, 0%, 3%, 32%, and 0.6%, respectively.

Full size image

We conducted similar analysis to two other genomic loci, chr10:72605338-72605440 and chr2:48276482-48276601, which were randomly chosen. The Alu insertions on these two loci were found to be in hemizygosity. This allowed us to compare the methylation status of the alleles with and without the Alu insertion (Figure 4). The sequencing results derived from bisulfite-PCR cloning demonstrated that both newly inserted Alu elements were indeed heavily methylated, as anticipated based upon our previously generated high-throughput bisulfite sequencing data (AI10 and AI11, Additional File 3, Figure S1). In addition, for the two genomic loci examined, there was no methylation difference between the alleles with and without the Alu insertion in the two homologous chromosomes, nor was there a difference in the methylation statuses of the CpG dinucleotides flanking the chr2:48276482-48276601 Alu insertion site. Furthermore, the CpG dinucleotide that is immediately downstream of the chr10:72605338-72605440 Alu insertion site was also found to be methylated. Due to the low CpG density of its 5' flanking genomic sequence, no methylation data were derived for the region upstream of chr10:72605338-72605440. To identify methylation differences among samples, we calculated the methylation level of all mapped Alu elements, and also that of the structural variants present in the 19 loci verified. This analysis revealed no methylation differences among tissues (Additional File 4, Table S3).

Figure 4
figure 4

Methylation statuses of two pairs of hemizygous alleles, i.e. before and after Alu insertions. a) chr10:72605338-72605440 locus; b) chr2:48276482-48276601 locus. Schemes on the left side represent the allele not containing the Alu insertion, while the figure on the right side represents the allele in which the Alu element inserted. The blue arrow indicates the probable site of Alu integration; CG and asterisk indicate the CpG dinucleotides that are flanking the Alu element; red bar indicates the Alu element that was inserted.

Full size image

Discussion

Recent studies demonstrated that major structural variants in the human genome are derived from retrotransposons, Alu elements in particular [16, 41]. Due to the extensive sequence homology that exists among young Alu repeats, the identification of such structural variants remains a challenging task. To date, a total of 2,558 polymorphic Alu retrotransposons have been reported to occur in human populations, 1,763 of which have been deposited in dbSNP and 795 in dbRIP. In this study we implemented a computational pipeline to identify recent Alu insertions, and examined the methylation status of the newly inserted Alu retrotransposons and their flanking sequences. At the time we developed this strategy the Genome Sequencer FLX System was the most suitable alternative available, given the greater length of the sequence reads that it generates, and the fact that sequences would encompass an Alu repeat and would be derived from bisulfite-converted genomic DNA. Altogether, the longer reads generated with the FLX System greatly facilitated their mapping back to the reference genome sequence. Notwithstanding this advantage, however, we anticipate that our approach may be adapted to take advantage of competing next generation sequencing platforms that have a higher throughput and that can now generate sufficiently long sequence reads.

Using this strategy a total of 327 putative Alu elements were identified. We found that 42.8% of their insertion sites fell within intronic regions, while one integration site mapped to the 3'-UTR of the TOMM40 gene. TOMM40 is a component of the preprotein translocase complex of the outer mitochondrial membrane, which consists of at least 7 different proteins (TOMM5, TOMM6, TOMM7, TOMM20, TOMM22, TOMM40, and TOMM70). These results are consistent with previous studies indicating that Alu retrotransposons tend to be inserted within intragenic regions [1, 42].

Out of the twenty-one insertion events that were randomly selected for validation analysis, nineteen were successfully verified. A limitation of the Alu-anchored bisulfite PCR approach that needs to be acknowledged is the fact that only 5' flanking sequences are obtained. The right arm of the Alu retrotransposons and their 3' flanking sequences are not represented in the sequence reads that are generated. Hence, in order to design primers for the validation experiments, we used the reference sequence of the human genome as source of putative 3'-flanking sequences for the Alu insertions. Accordingly, it is possible that the two cases that could not be verified may have been caused by the utilization of an incorrect 3' flanking sequence for primer design. Notwithstanding this limitation, the lowest estimated accuracy for the analysis pipeline that we have implemented in this study for the identification of de novo Alu retrotransposition events would be of 90.5% (19/21).

The sequence features (TSD, TT/AAAA cleavage sequence, and A-rich Alu tail) that are typically observed in newly inserted Alu elements constitute hallmarks of retrotransposition [5, 10, 36, 37]. Indeed, further analysis of the aforementioned nineteen PCR-cloned Alu elements and flanking sequences revealed the presence of both the TSD and TT/AAAA sites. Alu A-tails seem to be an important factor to enable Alu element retrotransposition [4, 35]. Roy-Engel et al. reported that the average A-tail length of active Alu elements is 26 [35]. Consistent to their finding, the Alu A-tail sizes of the Alu elements described in this study ranged from 11-45 with an average of 29 bp.

Most cancer genomes are characterized by localized hypermethylation as well as by global hypomethylation [43, 44]. This hypomethylation process may enable transcription and de novo retrotransposition of Alu elements which, in turn, may lead to genome instability [45]. Our previous study demonstrated that the methylation level of Alu elements decreased in ependymomas, and most significantly in recurrent tumors [31]. To examine whether some Alu insertions represented somatic events limited to recurrent ependymomas, which could have occurred in consequence of the loss of DNA methylation, we generated and compared PCR products from ten genomic loci in primary and in recurrent tumors derived from one individual. The same results were obtained in all ten genomic loci. In addition, five of the ten Alu insertions were also found in other individuals. These results suggested that such validated Alu insertions most likely represent germ-line rather than somatic events.

In this study, in addition to identifying structural variants in the genome of 6 individuals, we investigated epigenetic variations that might result from de novo retrotransponsition events. The Alu elements identified in this study were heavily methylated, as it was previously shown by high-throughput bisulfite sequencing and herein validated by cloning and sequencing analyses. The analysis of methylation throughout the mapped Alus and among the 19 loci verified revealed that there were no methylation differences among tissues (Additional File 4, Table S3). This result indicates that at least by the time these DNA samples were obtained most of the newly inserted Alu elements were already transcriptionally repressed. This finding is further supported by the fact that the promoters of the Alu elements, i.e. their A and B boxes, were found to be methylated. However, there was one exception. We found an Alu insertion that was partially unmethylated (chr9:37594172-37594310). Interestingly, the insertion of this Alu element occurred 1,576 bp downstream from a CpG island and 1,674 bp downstream from the transcription start site of TOMM5, a gene encoding the translocase of the outer mitochondrial membrane 5. With a completely unmethylated promoter (both the A box and the B box were unmethylated), it is conceivable that this Alu element may have remained transcriptionally active and hence have served as source for additional retrotransposition events. Another interesting finding was that a CpG island that is upstream of the element - i.e., that of TOMM5 - may be influencing the methylation pattern of this Alu repeat. Indeed, the methylation status of the CpG island was similar to that of the 5' end sequences of this Alu repeat, i.e. both were unmethylated. It would be interesting to explore the functional impact of this particular Alu on the nearby TOMM5 gene. Additionally, 3 Alu repeats and 1 MIR element that are localized between the newly inserted Alu repeat and the CpG island were found to exhibit very low methylation levels. Such striking pattern of DNA methylation may indeed be an indication of the influence exerted by the adjacent CpG island. It is also possible that other epigenetic factors might be affecting the methylation statuses of these Alu elements, such as nucleosome positioning. Two previous studies have reported the influence of nucleosome positioning, within and around Alu element, in Alu activity [46, 47]. Accordingly, it is noteworthy that an AluJo that is localized downstream of this newly inserted Alu exhibits a similar pattern of DNA methylation, i.e. its 5' half is unmethylated while its 3' half is methylated. In our previous study [32], we found that genomic localization has a profound impact on Alu methylation status. In this study, the identification of both methylated and unmethylated Alu elements provided additional support to there being a positional effect on Alu methylation. Last, but not least, it is noteworthy that two of the novel Alu insertions herein reported map within or near genes encoding members of the preprotein translocase complex of the outer mitochondrial membrane, namely TOMM40 and TOMM5, respectively. It is conceivable that given their housekeeping function and ubiquitous expression pattern, hence commonly open chromatin status, these genes may be more vulnerable to uptake de novo retrotransposition events.

To explore the epigenetic impact of Alu insertion on adjacent genomic sequences, we examined the methylation statuses for two loci harboring hemizygous insertions, and - in one case - obtained the methylation patterns of CpG dinucleotides flanking the Alu insertion sites. Both alleles - irrespective of the presence of an inserted element - were found to be heavily methylated, and no significant epigenetic variation was observed in association with the presence of the additional Alu element.

Conclusions

In this work we have identified a few novel Alu insertions sites. We used DNA samples from normal and from tumor tissues, but the data obtained did not show any tissue preference for these insertions. More studies are highly desired to further scrutinize the functional aspects of structural variants in the human genome, including epigenetic variations that might arise in consequence of a de novo retrotransposition event.

Methods

High-throughput bisulfite sequencing datasets for Alu elements

The high-throughput bisulfite sequencing data were derived from Alu-anchored bisulfite PCR libraries derived from tissues samples, including a normal cerebellum, a normal 4th ventricle lining, two primary non-aggressive, two primary aggressive and two recurrent ependymomas [31, 32]. Briefly, genomic DNA is first digested with AluI restriction enzyme, ligated to adaptors and then subjected to bisulfite treatment. Bisulfite treated DNA is amplified with adaptor and Alu-specific primers, the latter targeting a large pool of CpG-rich Alu elements. Thus, each PCR product contains the 5'end of an Alu element and its (most often) unique flanking genomic sequence, which makes it possible for each sequence to be unambiguously mapped to the reference human genome. Primary non-aggressive ependymomas are defined as primary tumors from patient free of disease progression for more than 4 years and primary aggressive ones are defined as primary tumors from patients with recurrent disease within 3 years or deceased of disease.

Computational pipeline for the identification of recent Alu insertions

To identify putatively recent Alu insertions, sequence reads rejected in previous studies were selected. Briefly, after removal of primer and adaptor sequences, sequences greater than 40 bp were aligned to the in silico bisulfite converted reference genome using multiple cycles of MegaBLAST. The word size used in Megablast was set to 100 for the first cycle, it was decreased by 20 for every cycle thereafter until the last, for which the minimum length of best perfect match was set to 40. In addition, the identity percentage cutoff for a significant alignment was set to be 100 for the last cycle and 95 for all other cycles of Megablast [32]. The sequence reads that mapped to genomic loci within 10 bp from an Alu element were considered as a putative recent Alu insertion.

PCR, cloning, and sequencing

For PCR primer design, the original (not bisulfite converted) DNA sequences flanking the predicted Alu insertion sites were extracted from the UCSC reference human genome, based on their genomic coordinates [48]. PCR primers were designed in the region surrounding the Alu insertion sites. PCR reactions were performed using HotStartTaqR Plus Master Mix from QIAGEN. Each reaction was prepared as follows: 12.5 μL of HotStartTaqR mix, 30 ng of DNA, 14 μM of each primer, and enough water for 25 μL. The PCR reactions were performed on a MJ Research machine (model PTC 225). Reactions were subjected to an initial activation step of 95°C for 15 min, then by a denaturation step of 94°C for 1 min, followed by 40 cycles of 1 min at 94°C, 30 s at optimal annealing temperature, and 40 s at 72°C, followed by a final extension step of 10 min at 72°C. PCR product annealing temperatures (Tm) and primers used on each reaction are listed on Additional File 5, Table S4. After reactions were completed the amplified fragments were separated using 1.5% agarose gel electrophoresis that was stained with ethidium bromide and visualized using UV fluorescence system. Running was carried out until a good separation of bands was obtained. After separation in the 1.5% agarose gel the bands were excised off the gel and purified using a gel purification kit from QIAGEN, QIAquickR PCR Purification Kit. The purified PCR products were cloned using the TOPO TA CloningR System from Invitrogen. Sequencing reactions for individual colonies were conducted at the Sequencing Core Facility of the Children's Memorial Research Center of Northwestern University's Feinberg School of Medicine.

Bisulfite PCR

Bisulfite conversion of genomic DNA was performed with EZ DNA Methylation Gold kit (Zymo Research Corporation, Irvine, CA) following the manufacturer's instructions. 300 ng of genomic DNA was treated and eluted with 10 μL of elution solution. After this step, DNA from the chr10:72275361-72275449 genomic locus was amplified using the pair of primers: 5'- GGA TTA AGT TTT TTT TTT GTT T -3' and 5'- CTA CAA AAA AAA ATA ACT CAT A -3'; the chr2:48129974-48130105 genomic locus was amplified using the pair of primers: 5'- CCT TAC CAT TTA AAA ATA AAA AAT CAA -3' and 5'- GTT TAA GAT TTA AAG GAA TGA GTT AG -3'. PCR reactions were prepared using the same reagents and conditions described above. The PCR program used was: activation step of 95°C for 15 min, then by a denaturation step of 94°C for 1 min, followed by 40 cycles of 1 min at 94°C, 30 s at optimal annealing temperature (49°C for locus chr10:72605338-72605440 and 42°C for locus chr2:48276482-48276601), and 40 s at 72°C, followed by a final extension step of 10 min at 72°C. PCR amplified fragments were separated in 1.5% agarose and excised from it as described above.

To amplify the 5'end of the CpG island and the sequence flanking the 3' end of the Alu element (AI19 chr9:37594172-37594310) we used nested PCR. The primers used for the CpG island were: external primers (TOMM5-eFor 5'- AAG TTG GGA GAA TTA GGA TGA TT -3' and TOMM5-eRev 5'- CTA ATT TTT ATA TAA CAA ATA TTA TTA AAA ACA AC -3'), internal primers (TOMM5-iFor 5'- GTA TTT TTA GAG TTA AGG GGT GT -3' and TOMM5-iRev 5'- CAC TTC AAA TCA ACT AAA TCA AAA C -3'). The primers used for the 3'Alu flanking sequence were: external primers (ch9Down-eFor 5'- TTT GTA GTG ATG TTG AAA GTA GTA AGA- 3' and ch9Down-eRev 5'- AAT ATA TAC CTT CCC TTT CCA ACT -3'), internal primers (ch9Down-iFor 5'- TTT ATT TTA GAT TGA GTT TTG TTT TGT -3' and ch9Down-iRev 5'- CTT AAA CCC AAA AAT ATA AAA TTA CAA TAC -3'). The PCR program used was the same mentioned above, the TM temperatures were 51°C for external primers and 50°C for internal primers.

Alu classification

As it was mentioned above, the initial data used for this study were derived from Alu-anchored bisulfite PCR libraries. These libraries were constructed using primers specially designed to target the most recent and active Alu elements, which are the ones that belong to AluY family. To classify the Alu insertions verified in this study within the AluY family, we aligned the sequences generated in this study with those contained in the UCSC Genome browser. From this alignment, the element with the highest score was used to classify a newly identified Alu insertion into the AluY family.

References

  1. Lander ES, Linton LM, Birren B, Nusbaum C, Zody MC, Baldwin J, Devon K, Dewar K, Doyle M, FitzHugh W, et al: Initial sequencing and analysis of the human genome. Nature. 2001, 409 (6822): 860-921. 10.1038/35057062.

    Article  CAS  PubMed  Google Scholar 

  2. Paolella G, Lucero MA, Murphy MH, Baralle FE: The Alu family repeat promoter has a tRNA-like bipartite structure. EMBO J. 1983, 2 (5): 691-696.

    CAS  PubMed  PubMed Central  Google Scholar 

  3. Weiner AM: An abundant cytoplasmic 7 S RNA is complementary to the dominant interspersed middle repetitive DNA sequence family in the human genome. Cell. 1980, 22 (1 Pt 1): 209-218.

    Article  CAS  PubMed  Google Scholar 

  4. Comeaux MS, Roy-Engel AM, Hedges DJ, Deininger PL: Diverse cis factors controlling Alu retrotransposition: what causes Alu elements to die?. Genome Res. 2009, 19 (4): 545-555. 10.1101/gr.089789.108.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Dewannieux M, Esnault C, Heidmann T: LINE-mediated retrotransposition of marked Alu sequences. Nat Genet. 2003, 35 (1): 41-48. 10.1038/ng1223.

    Article  CAS  PubMed  Google Scholar 

  6. Liu GE, Alkan C, Jiang L, Zhao S, Eichler EE: Comparative analysis of Alu repeats in primate genomes. Genome Res. 2009, 19 (5): 876-885. 10.1101/gr.083972.108.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Batzer MA, Deininger PL, Hellmann-Blumberg U, Jurka J, Labuda D, Rubin CM, Schmid CW, Zietkiewicz E, Zuckerkandl E: Standardized nomenclature for Alu repeats. J Mol Evol. 1996, 42 (1): 3-6. 10.1007/BF00163204.

    Article  CAS  PubMed  Google Scholar 

  8. Chen JM, Stenson PD, Cooper DN, Ferec C: A systematic analysis of LINE-1 endonuclease-dependent retrotranspositional events causing human genetic disease. Hum Genet. 2005, 117 (5): 411-427. 10.1007/s00439-005-1321-0.

    Article  CAS  PubMed  Google Scholar 

  9. Batzer MA, Deininger PL: Alu repeats and human genomic diversity. Nat Rev Genet. 2002, 3 (5): 370-379. 10.1038/nrg798.

    Article  CAS  PubMed  Google Scholar 

  10. Roy AM, Carroll ML, Kass DH, Nguyen SV, Salem AH, Batzer MA, Deininger PL: Recently integrated human Alu repeats: finding needles in the haystack. Genetica. 1999, 107 (1-3): 149-161.

    Article  CAS  PubMed  Google Scholar 

  11. Batzer MA, Kilroy GE, Richard PE, Shaikh TH, Desselle TD, Hoppens CL, Deininger PL: Structure and variability of recently inserted Alu family members. Nucleic Acids Res. 1990, 18 (23): 6793-6798. 10.1093/nar/18.23.6793.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Bennett EA, Keller H, Mills RE, Schmidt S, Moran JV, Weichenrieder O, Devine SE: Active Alu retrotransposons in the human genome. Genome Res. 2008, 18 (12): 1875-1883. 10.1101/gr.081737.108.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Iskow RC, McCabe MT, Mills RE, Torene S, Pittard WS, Neuwald AF, Van Meir EG, Vertino PM, Devine SE: Natural mutagenesis of human genomes by endogenous retrotransposons. Cell. 2010, 141 (7): 1253-1261. 10.1016/j.cell.2010.05.020.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Chow JC, Ciaudo C, Fazzari MJ, Mise N, Servant N, Glass JL, Attreed M, Avner P, Wutz A, Barillot E, et al: LINE-1 activity in facultative heterochromatin formation during X chromosome inactivation. Cell. 2010, 141 (6): 956-969. 10.1016/j.cell.2010.04.042.

    Article  CAS  PubMed  Google Scholar 

  15. Beck CR, Collier P, Macfarlane C, Malig M, Kidd JM, Eichler EE, Badge RM, Moran JV: LINE-1 retrotransposition activity in human genomes. Cell. 2010, 141 (7): 1159-1170. 10.1016/j.cell.2010.05.021.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Xing J, Zhang Y, Han K, Salem AH, Sen SK, Huff CD, Zhou Q, Kirkness EF, Levy S, Batzer MA, et al: Mobile elements create structural variation: analysis of a complete human genome. Genome Res. 2009, 19 (9): 1516-1526. 10.1101/gr.091827.109.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Deininger PL, Batzer MA: Alu repeats and human disease. Mol Genet Metab. 1999, 67 (3): 183-193. 10.1006/mgme.1999.2864.

    Article  CAS  PubMed  Google Scholar 

  18. Kolomietz E, Meyn MS, Pandita A, Squire JA: The role of Alu repeat clusters as mediators of recurrent chromosomal aberrations in tumors. "Genes, Chromosomes and Cancer". 2002, 35 (2): 97-112. 10.1002/gcc.10111.

    Article  CAS  Google Scholar 

  19. Roy-Engel AM, El-Sawy M, Farooq L, Odom GL, Perepelitsa-Belancio V, Bruch H, Oyeniran OO, Deininger PL: Human retroelements may introduce intragenic polyadenylation signals. Cytogenet Genome Res. 2005, 110 (1-4): 365-371. 10.1159/000084968.

    Article  CAS  PubMed  Google Scholar 

  20. Callinan PA, Batzer MA: Retrotransposable elements and human disease. Genome Dyn. 2006, 1: 104-115.

    Article  CAS  PubMed  Google Scholar 

  21. Zemojtel T, Kielbasa SM, Arndt PF, Chung HR, Vingron M: Methylation and deamination of CpGs generate p53-binding sites on a genomic scale. Trends Genet. 2009, 25 (2): 63-66. 10.1016/j.tig.2008.11.005.

    Article  CAS  PubMed  Google Scholar 

  22. Sasaki T, Nishihara H, Hirakawa M, Fujimura K, Tanaka M, Kokubo N, Kimura-Yoshida C, Matsuo I, Sumiyama K, Saitou N, et al: Possible involvement of SINEs in mammalian-specific brain formation. Proc Natl Acad Sci USA. 2008, 105 (11): 4220-4225. 10.1073/pnas.0709398105.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Hewitt SM, Fraizer GC, Saunders GF: Transcriptional silencer of the Wilms' tumor gene WT1 contains an Alu repeat. J Biol Chem. 1995, 270 (30): 17908-17912. 10.1074/jbc.270.30.17908.

    Article  CAS  PubMed  Google Scholar 

  24. Wu J, Grindlay GJ, Bushel P, Mendelsohn L, Allan M: Negative regulation of the human epsilon-globin gene by transcriptional interference: role of an Alu repetitive element. Mol Cell Biol. 1990, 10 (3): 1209-1216.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Mariner PD, Walters RD, Espinoza CA, Drullinger LF, Wagner SD, Kugel JF, Goodrich JA: Human Alu RNA is a modular transacting repressor of mRNA transcription during heat shock. Mol Cell. 2008, 29 (4): 499-509. 10.1016/j.molcel.2007.12.013.

    Article  CAS  PubMed  Google Scholar 

  26. Chu WM, Ballard R, Carpick BW, Williams BR, Schmid CW: Potential Alu function: regulation of the activity of double-stranded RNA-activated kinase PKR. Mol Cell Biol. 1998, 18 (1): 58-68.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Tufarelli C, Stanley JA, Garrick D, Sharpe JA, Ayyub H, Wood WG, Higgs DR: Transcription of antisense RNA leading to gene silencing and methylation as a novel cause of human genetic disease. Nat Genet. 2003, 34 (2): 157-165. 10.1038/ng1157.

    Article  CAS  PubMed  Google Scholar 

  28. Yoder JA, Walsh CP, Bestor TH: Cytosine methylation and the ecology of intragenomic parasites. Trends Genet. 1997, 13 (8): 335-340. 10.1016/S0168-9525(97)01181-5.

    Article  CAS  PubMed  Google Scholar 

  29. Rodriguez J, Vives L, Jorda M, Morales C, Munoz M, Vendrell E, Peinado MA: Genome-wide tracking of unmethylated DNA Alu repeats in normal and cancer cells. Nucleic Acids Res. 2008, 36 (3): 770-784.

    Article  CAS  PubMed  Google Scholar 

  30. Kochanek S, Renz D, Doerfler W: Transcriptional silencing of human Alu sequences and inhibition of protein binding in the box B regulatory elements by 5'-CG-3' methylation. FEBS Lett. 1995, 360 (2): 115-120. 10.1016/0014-5793(95)00068-K.

    Article  CAS  PubMed  Google Scholar 

  31. Xie H, Wang M, Bonaldo Mde F, Rajaram V, Stellpflug W, Smith C, Arndt K, Goldman S, Tomita T, Soares MB: Epigenomic analysis of Alu repeats in human ependymomas. Proc Natl Acad Sci USA. 2010, 107 (15): 6952-6957. 10.1073/pnas.0913836107.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Xie H, Wang M, Bonaldo Mde F, Smith C, Rajaram V, Goldman S, Tomita T, Soares MB: High-throughput sequence-based epigenomic analysis of Alu repeats in human cerebellum. Nucleic Acids Res. 2009, 37 (13): 4331-4340. 10.1093/nar/gkp393.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Sherry ST, Ward MH, Kholodov M, Baker J, Phan L, Smigielski EM, Sirotkin K: dbSNP: the NCBI database of genetic variation. Nucleic Acids Res. 2001, 29 (1): 308-311. 10.1093/nar/29.1.308.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Wang J, Song L, Grover D, Azrak S, Batzer MA, Liang P: dbRIP: a highly integrated database of retrotransposon insertion polymorphisms in humans. Hum Mutat. 2006, 27 (4): 323-329. 10.1002/humu.20307.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Roy-Engel AM, Salem AH, Oyeniran OO, Deininger L, Hedges DJ, Kilroy GE, Batzer MA, Deininger PL: Active Alu element "A-tails": size does matter. Genome Res. 2002, 12 (9): 1333-1344. 10.1101/gr.384802.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Feng Q, Moran JV, Kazazian HH, Boeke JD: Human L1 retrotransposon encodes a conserved endonuclease required for retrotransposition. Cell. 1996, 87 (5): 905-916. 10.1016/S0092-8674(00)81997-2.

    Article  CAS  PubMed  Google Scholar 

  37. El-Sawy M, Deininger P: Tandem insertions of Alu elements. Cytogenet Genome Res. 2005, 108 (1-3): 58-62. 10.1159/000080802.

    Article  CAS  PubMed  Google Scholar 

  38. Hagan CR, Sheffield RF, Rudin CM: Human Alu element retrotransposition induced by genotoxic stress. Nat Genet. 2003, 35 (3): 219-220. 10.1038/ng1259.

    Article  CAS  PubMed  Google Scholar 

  39. Liu WM, Maraia RJ, Rubin CM, Schmid CW: Alu transcripts: cytoplasmic localisation and regulation by DNA methylation. Nucleic Acids Res. 1994, 22 (6): 1087-1095. 10.1093/nar/22.6.1087.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Perez-Stable C, Shen CK: Competitive and cooperative functioning of the anterior and posterior promoter elements of an Alu family repeat. Mol Cell Biol. 1986, 6 (6): 2041-2052.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Lupski JR: Retrotransposition and structural variation in the human genome. Cell. 2010, 141 (7): 1110-1112. 10.1016/j.cell.2010.06.014.

    Article  CAS  PubMed  Google Scholar 

  42. Grover D, Mukerji M, Bhatnagar P, Kannan K, Brahmachari SK: Alu repeat analysis in the complete human genome: trends and variations with respect to genomic composition. Bioinformatics. 2004, 20 (6): 813-817. 10.1093/bioinformatics/bth005.

    Article  CAS  PubMed  Google Scholar 

  43. Deng G, Nguyen A, Tanaka H, Matsuzaki K, Bell I, Mehta KR, Terdiman JP, Waldman FM, Kakar S, Gum J, et al: Regional hypermethylation and global hypomethylation are associated with altered chromatin conformation and histone acetylation in colorectal cancer. Int J Cancer. 2006, 118 (12): 2999-3005. 10.1002/ijc.21740.

    Article  CAS  PubMed  Google Scholar 

  44. Roman-Gomez J, Jimenez-Velasco A, Agirre X, Castillejo JA, Navarro G, Garate L, Jose-Eneriz ES, Cordeu L, Barrios M, Prosper F, et al: Promoter hypermethylation and global hypomethylation are independent epigenetic events in lymphoid leukemogenesis with opposing effects on clinical outcome. Leukemia. 2006, 20 (8): 1445-1448. 10.1038/sj.leu.2404257.

    Article  CAS  PubMed  Google Scholar 

  45. Daskalos A, Nikolaidis G, Xinarianos G, Savvari P, Cassidy A, Zakopoulou R, Kotsinas A, Gorgoulis V, Field JK, Liloglou T: Hypomethylation of retrotransposable elements correlates with genomic instability in non-small cell lung cancer. Int J Cancer. 2009, 124 (1): 81-87. 10.1002/ijc.23849.

    Article  CAS  PubMed  Google Scholar 

  46. Englander EW, Howard BH: Nucleosome positioning by human Alu elements in chromatin. J Biol Chem. 1995, 270 (17): 10091-10096. 10.1074/jbc.270.17.10091.

    Article  CAS  PubMed  Google Scholar 

  47. Tanaka Y, Yamashita R, Suzuki Y, Nakai K: Effects of Alu elements on global nucleosome positioning in the human genome. BMC Genomics. 11: 309.

  48. Kuhn RM, Karolchik D, Zweig AS, Trumbower H, Thomas DJ, Thakkapallayil A, Sugnet CW, Stanke M, Smith KE, Siepel A: The UCSC genome browser database: update 2007. Nucleic Acids Res. 2007, D668-673. 35 Database

Download references

Acknowledgements

This study was supported by the Everett/O'Connor Charitable Trust; Dr. Ralph & Marian C. Falk Medical Research Trust; Gus Foundation; The Maeve McNicholas Memorial Foundation and Medical Research Institute Council. We are most grateful to Selva Musa for her outstanding technical support and invaluable contributions to this work.

Author information

Authors and Affiliations

  1. Falk Brain Tumor Center, Cancer Biology and Epigenomics Program, Children's Memorial Research Center, Chicago, IL, 60614-3394, USA

    Alexandre de Andrade, Min Wang, Maria F Bonaldo, Hehuang Xie & Marcelo B Soares

  2. Department of Pediatrics; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60614-3394, USA

    Min Wang, Maria F Bonaldo, Hehuang Xie & Marcelo B Soares

Authors
  1. Alexandre de Andrade
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Min Wang
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Maria F Bonaldo
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Hehuang Xie
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Marcelo B Soares
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding authors

Correspondence to Hehuang Xie or Marcelo B Soares.

Additional information

Authors' contributions

AA designed the study, carried out the experiments, and helped to draft the manuscript. MW participated in the data analysis. MFB participated in the design of the study and helped with the experiments. HX contributed to the conception of the study, participated in the design of the study, and helped to draft the manuscript. MBS contributed to the conception of the study, responsible for coordination of the study, and was responsible for the final editing and revision of the manuscript. All Authors read and approved the final manuscript.

Electronic supplementary material

12864_2011_3835_MOESM1_ESM.XLSX

Additional file 1:Table S1. Putatively recent Alu insertions. Alu insertions identified in eight Alu bisulfite PCR libraries. (XLSX 204 KB)

Additional file 2:Table S2. Clusters of putative Alu insertions. Alu insertions and their gene annotation. (XLSX 36 KB)

12864_2011_3835_MOESM3_ESM.PDF

Additional file 3:Figure S1. Methylation pattern of recent Alu insertions. To determine the methylation status, the sequences corresponding to the first half of Alu elements plus its 5' flanking regions [31, 32] were aligned to the Alu element sequences generated in this study. NC1: Normal cerebellum and NC2: normal 4th ventricle lining tissue; PA1, PA2, PA3, PA4, and PA5: primary ependymoma tumor; RL: ependymoma tumor relapsed from PA3. (PDF 396 KB)

12864_2011_3835_MOESM4_ESM.DOC

Additional file 4:Table S3. Alu methylation level. Methylation levels of mapped and 19 non-mapped Alu elements. (DOC 28 KB)

12864_2011_3835_MOESM5_ESM.DOC

Additional file 5:Table S4. Validation of identified Alu elements. Primers designed for Alu elements validation. (DOC 51 KB)

Authors’ original submitted files for images

Rights and permissions

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

Reprints and permissions

About this article

Cite this article

de Andrade, A., Wang, M., Bonaldo, M.F. et al. Genetic and epigenetic variations contributed by Alu retrotransposition. BMC Genomics 12, 617 (2011). https://doi.org/10.1186/1471-2164-12-617

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/1471-2164-12-617

Keywords

BMC Genomics

ISSN: 1471-2164

Contact us