- Open Access
Non-canonical Helitrons in Fusarium oxysporum
© The Author(s). 2016
Received: 22 September 2016
Accepted: 3 December 2016
Published: 9 December 2016
Helitrons are eukaryotic rolling circle transposable elements that can have a large impact on host genomes due to their copy-number and their ability to capture and copy genes and regulatory elements. They occur widely in plants and animals, and have thus far been relatively little investigated in fungi.
Here, we comprehensively survey Helitrons in several completely sequenced genomes representing the F. oxysporum species complex (FOSC). We thoroughly characterize 5 different Helitron subgroups and determine their impact on genome evolution and assembly in this species complex. FOSC Helitrons resemble members of the Helitron2 variant that includes Helentrons and DINEs. The fact that some Helitrons appeared to be still active in FOSC provided the opportunity to determine whether Helitrons occur as a circular intermediate in FOSC. We present experimental evidence suggesting that at least one Helitron subgroup occurs with joined ends, suggesting a circular intermediate. We extend our analyses to other Pezizomycotina and find that most fungal Helitrons we identified group phylogenetically with Helitron2 and probably have similar characteristics.
FOSC genomes harbour non-canonical Helitrons that are characterized by asymmetric terminal inverted repeats, show hallmarks of recent activity and likely transpose via a circular intermediate. Bioinformatic analyses indicate that they are representative of a large reservoir of fungal Helitrons that thus far has not been characterized.
Transposable elements (TEs) are stretches of DNA that are able to copy or move from one site to another in a genome. Autonomous TEs contain one or more sequences coding for proteins that are involved in transposition, combined with TE-specific DNA motifs such as terminal inverted repeats. These motifs are required for transposition. Non-autonomous elements possess the DNA motifs but do not encode a functional transposase. They profit from their autonomous counterparts and often greatly outnumber them.
Helitrons are a family of TEs that encode an Y2-transposase consisting of an N-terminal rolling circle replication initiator (Rep) domain and a C-terminal helicase (Hel) domain. They were first characterized in an in silico analysis of the genomes of A. thaliana, O. sativa and C. elegans , where they were found to have a 5’-TC and 3’-CTRR (where R stands for A or G) motif and a short hairpin at 10–12 nucleotides distance from the 3’ terminus. Recent reports indicate that Helitrons can be divided into two groups: Helitron1 and Helitron2 [2–4]. The motifs that were found upon first discovery of Helitrons are specific to the Helitron1. In contrast Helitron2 TEs are characterized by an asymmetric terminal inverted repeat (ATIR) and a hairpin at both termini. Helentrons cluster phylogenetically with Helitron2 proteins and possess similar termini, but, in addition to the Rep and Hel domains, they possess an endonuclease domain that they obtained through insertion of a retrotransposon [2–6]. DINEs, also known as HINEs, the most abundant TE in Drosophila, are non-autonomous elements derived from Helentrons  (see  for a recent review).
Recent in-depth analyses of a mobile pathogenicity chromosome of the ascomycete Fusarium oxysporum f. sp. lycopersici strain Fol4287 revealed 9 nearly identical genes encoding proteins with a Rep-Hel domain architecture . The Fusarium oxysporum species complex (FOSC) consists of clonal lines of Fusarium oxysporum, a filamentous fungus that colonizes plant roots and occasionally enters the plant’s roots and vascular system, causing wilting or root-rot disease symptoms. Individual pathogenic strains are usually pathogenic to only a small number of related host plants, but the species complex as a whole is a versatile pathogen with great economic impact . Fusarium oxysporum represents an extreme case of a two-speed genome: its chromosomes can be classified as either ‘core’ or ‘lineage specific’ (LS), where core chromosomes are largely syntenic with chromosomes of other Fusarium species, while LS chromosomes are largely absent in other Fusarium species [10–12]. The LS chromosomes are enriched in TEs and in genes involved in pathogenicity. Genomes of 12 strains of this species complex have been sequenced, assembled and annotated , providing an excellent dataset for a thorough study of Helitrons in an ascomycete.
The genomic impact of Helitrons, in terms of copy number as well as in terms of whether Helitrons inserted in or near genes, varies strongly between different species (see  for a recent review). This depends on transposition efficiency and effectiveness of TE silencing, but also on whether we are observing a host genome that experienced a recent Helitron outbreak versus the remnants of past activity. In the latter case we expect for example that Helitron copies that adversely affect coding or regulatory regions or gene regulation have been removed from a population through purifying selection. A factor that is often overlooked is the completeness of genome assembly. Within our FOSC dataset, the genomes are assembled up to different levels of completeness, which allows us to assess the impact of incomplete genome assembly on copy number estimates.
A recent study using a reconstructed ancestral bat Helitron1 sequence provided important insights into the mechanisms underlying transposition and gene capture in canonical Helitrons . First of all, the authors could demonstrate that Helitrons transpose as single stranded DNA. This is congruent with the fact that Helitrons do not cause target site duplications that are associated with double stranded, staggered breaks. Recent biochemical studies show that they transpose via copy-paste rather than cut-and-paste, which explains their high copy number . Helitrons can capture (parts of) genes and thus contribute to the emergence of new genes through combining of different coding and non-coding sequence that have been sequentially captured [4, 6, 7, 14–22]. Grabundzija and others confirmed the ‘end-bypass’ model of gene capture in Helitrons, in which the transposase skips the 3’ terminus and thus includes 3’ flanking DNA sequence in the excised Helitron. Finally, Grabundzija and others demonstrated that canonical Helitrons occur as a circular intermediate , as has been observed previously for the Insertion Sequence IS91 in Escherichia coli . Transposition via a circular intermediate can also explain the presence of multiple tandem insertions of truncated Helitrons that have recently been found in plant centromeres . This indicates that the processes of excision and insertion are decoupled in Helitrons. We extensively survey footprints of past Helitron activity, focussing on putative Helitron self-insertions, to shed light on the transposition process in FOSC Helitrons.
Helitrons are found in a wide range of eukaryotes, including plants, animals, fungi and oomycetes, but have predominantly been described in plants and animals [1, 4–6, 15, 18, 21, 25–37]. We ask whether FOSC Helitrons are relatively unique or whether they represent a larger and relatively unknown reservoir of Pezizomycotina Helitrons. Finally, we study conservation of terminal sequences and ask how the Helitrons we uncovered are related to the two known Helitron families.
FOSC Helitrons divide into two groups and 5 subgroups
To distinguish different subgroups, we inferred a phylogenetic tree for these 63 protein sequences. We found that they divide into two major groups and five subgroups: FoHeli1 and FoHeli2 in group I, and FoHeli3—FoHeli5 in group II (Fig. 1). FoHeli1 is the subgroup identified earlier  and differs from the other subgroups in several respects: (i) they’re found only in the genome of F. oxysporum f. sp. lycopersici Fol4287 (hereafter referred to as Fol4287) among the 12 strains, (ii) they’re found on many different chromosomes, including core chromosomes (Fig. 1, Additional file 2: Table S1) and (iii) there is very little sequence diversity in this subgroup.
FoHeli termini are non-canonical and resemble those of the Helitron2 variant
Within each of the two major groups, the sequences of the termini are very similar: subgroups FoHeli1 and FoHeli2 have “TCAGCC GAA GGCTG AC” and “T[c/a]AGTCC GAA GGA CTT”, respectively, at the 5’ end, where underlined nucleotides indicate the stem of a hairpin. Nucleotides in bold are present as an inverted repeat, that is itself also part of a hairpin, at the 3’ end of the element, 38 (FoHeli2) to 51 (FoHeli1) bp upstream from their 3’ terminus ‘ATATTTT’. The distance between the termini (i.e. the length of the full Helitron transposable element) is quite short: ~6 kb for FoHeli1 and ~5 kb for FoHeli2 (Additional file 2: Table S1). In the other major group, subgroups FoHeli3-FoHeli5 have “TGCCT” and a degenerate hairpin at the 5’ end, and “CTCCTGT” at the 3’ end, combined with an inverted repeat of between 13–16 bp. The distance between termini is much larger in this group, ranging from ~9 to ~11 kb (Additional file 2: Table S1).
In subgroup FoHeli1, two copies are 100% identical from 5’ to 3’ terminus: FoHeli1.11 on chromosome 14 and FoHeli1.15 (FOXG_22121) on chromosome 8. Within this subgroup all copies are more than 99% identical to eachother, from terminus to terminus. This suggests that FoHeli1 has been active relatively recently and may still be active. The other subgroups do contain identical copies, but these lie in regions that are part of large segmental duplications in Fol4287 and are not the result of recent transposition (Additional file 1: Figure S4, ). Only FoHeli2 has two members for which both termini have been identified, that are on the same genome and not interrupted by contigbreaks. FoHeli2.8 (FOXG_14222) and FoHeli2.2 are 98.76% identical from the 5’ to the 3’ terminus. For the other subgroups the period of activity can not be compared based on sequence divergence.
Several FoHelis have multiple predicted Open Reading Frames (ORFs) but most ORFs overlap with the Helitron transposase and are probably the result of gene prediction errors (Fig. 2, Additional file 3: Table S2). FoHeli3 is the only subgroup with a predicted ORF that does not overlap with the gene encoding the transposase. This additional ORF is located upstream from the transposase gene and has an opposite orientation. It has no known domains and only occurs in Helitron TEs (Additional file 3: Table S2). Several plant Helitrons contain one or more genes encoding an RPA-like protein; we found no RPA-like genes in FoHelis. Interestingly, the transposase ORFs in FoHeli4 and FoHeli5 have an inverted orientation when compared to FoHeli3 in the same major group (Fig. 2). This phenomenon has been observed before in Helitron2-like elements: in a Helentron in the fish Danio rerio, a Helentron in the fruit fly Drosophila ananassae and in a Helitron2 in the green alga Chlamydomonas reinhardtii [2, 3].
FOSC genomes contain non-autonomous FoHelis
In plant and animal genomes, the most abundant Helitrons are non-autonomous; they possess the structural terminal features that are needed for transposition, but do not encode a functional transposase. They are typically much shorter than autonomous Helitrons. The fact that we have terminus-to-terminus sequences for each subgroup allowed us to query the 12 FOSC genomes for non-autonomous elements. We found two types of non-autonomous elements in which (part of) the Helitron coding sequence was deleted. Interestingly, these non-autonomous elements all appear to have derived from FoHeli1, and we found them only in genomes in which we could not find a putative autonomous FoHeli1 copy. Moreover, their high sequence similarity and distinct termini suggest they have recently transposed.
The shortest element of the two, named FoHeliNA1, is 830 bp in size. We found this element in low copy number in the genomes of F. oxysporum f. sp. raphani PHW815, F. oxysporum f. sp. vasinfectum, F. oxysporum f. sp. conglutinans PHW808 and F. oxysporum Fo5176 (Additional file 4: Table S3). Its first 27 bp and last 166 bp are, respectively, ~92.5% identical to the 5’ and ~78.2% identical to the 3’ terminus of FoHeli1. The 637 bp between the termini are not similar to any of the Helitrons we had identified before (Additional file 1: Figure S5). The second type of non-autonomous element, named FoHeliNA2, is 1929 bp in size and was found in the genomes of F. oxysporum f.sp. raphani PHW815, F. oxysporum f.sp. vasinfectum, F. oxysporum NRRL 32931 and F. oxysporum f.sp. pisi HDV247, again in low copy number. Its first 1092 and last 837 bp are ~90% identical to FoHeli1 termini (Additional file 1: Figure S6). One copy of FoHeliNA2 has inserted into a putative autonomous FoHeli, namely FoHeli3.3 (FOQG_18559) in Fusarium oxysporum f.sp. raphani PHW815.
Increasing the maximum distance between matching termini allowed us to detect a few full-length Helitrons that were previously unrecognized, mostly because no or an incomplete ORF was predicted. Possibly, these Helitrons have pseudogenized, or the presence of assembly gaps in the coding sequence has hampered the correct prediction of the ORF. We also identified a few cases in which a hAT or a Hornet TE was inserted into a Helitron, truncating the ORF (Additional file 2: Table S1, Additional file 4: Table S3), but found no evidence that these ‘chimeric’ TEs have transposed (Additional file 1: Figure S4).
FoHeli copy number is underestimated due to genome assembly being hampered by the presence of identical FoHeli copies
The presence of non-autonomous Helitrons in genomes that do not have an autonomous version suggests that we may have failed to identify the putative autonomous copies in these genomes. Most FOSC genome sequences are based on short reads generated by second-generation sequencing. The occurrence of multiple, highly similar copies of a long sequence, due to recent gene duplications or recent transposition of TEs, greatly impacts these assemblies. Single reads only cover a small section of the repeated sequence and for those reads that do not contain a portion of unique flanking sequence, it is impossible to infer to which copy they belong. Most assemblers introduce a contig break and assemble all reads that fall completely within the repeated sequence into a single contig with very high coverage [44, 45].
If incomplete genome assembly hampered the detection of Helitrons, we should find partial Helitron copies at the borders of contigs and supercontigs, and some contigs that consist entirely of a Helitron sequence. Indeed, when we query the 12 FOSC genomes with DNA sequences of full-length (terminus-to-terminus) elements, we find that for FoHeli1, FoHeli2 and FoHeli4, most partial copies are located near the edge of a (super)contig (Additional file 5: Table S5). Especially the presence of FoHeli1 and FoHeli2 copies seem to have impaired genome assembly: respectively 82% and 96% of partial copies are located near contig borders, or span entire contigs, compared to 32% to 68% percent of FoHeli3—FoHeli5. Notably, a large fraction of these partial copies are between 80 and 150 bp long, which is what is expected given the read length that was achieved on Illumina platforms at the time these genomes were sequenced.
Conversely, due to incomplete genome assembly, the copy number of Helitrons in FOSC is potentially severely underestimated. If we assume that every Helitron ‘start’ is actually an unrecognized complete (potentially non-autonomous) copy, counting multiple termini as one, we arrive at an upper-bound copy number estimate that is almost ten-fold higher than the number of Helitrons we identified in our initial search (Additional file 5: Table S5). In total we then predict 559 copies in the FOSC, where FoHeli1 and FoHeli2 are most abundant with 115 and 327 copies in all 12 strains, respectively. Notably, FoHeli2 is particularly abundant in strains that are able to infect Arabidopsis (F. oxysporum f. sp. conglutinans PHW808: 95, F. oxysporum Fo5176:147 and F. oxysporum f. sp. raphani PHW815: 54), whereas other subgroups are more evenly distributed among the different strains.
Amplicons with the sequence of FoHeli1 with joined ends suggest presence of a circular intermediate
We tried to confirm the presence of circular Helitrons through multiply-primed Rolling Circle Amplification (RCA)  in which circular templates are overamplified with respect to the linear ‘background’ genome into concatemers. These concatemers can then be digested with an enzyme and run on a gel to produce bands corresponding to the size of the circle. In our experiments we could not detect overamplification of FoHeli1 (Additional file 1: Figure S8), rather we observed bands that most likely correspond to mitochondrial DNA. This can be explained by the extremely low abundance of FoHeli1 circles—caught in the act during DNA isolation- in the genomic DNA. They could easily have been outcompeted by the large amount of mitochondrial DNA during RCA and thus not have been amplified to such an extent that it would result in observable bands. However, when we isolated ~6–7 kb fragments from the gel (corresponding to the size of FoHeli1), we were able to obtain amplicons that correspond to FoHeli1 with closed ends (Additional file 1: Figure S8), thus confirming our previous result.
In M. lucifugus, Drosophila, Rice and Maize, multiple tandem insertions of Helitrons or Helitron-derived elements have been reported [3, 6, 7, 24]. We observed one case in which a FoHeli4 was inserted 2 bp upstream of the 5’ terminal partial sequence another FoHeli4 element (Fig. 3). We considered the possibility that the PCR product was amplified from a tandem insertion of FoHeli1 in the Fol4287 genome that was not assembled correctly, rather than a circular intermediate.
We mapped Illumina sequencing reads of Fol4287 from three different libraries with distinct insert sizes to a constructed sequence corresponding to a tandem insertion of FoHeli1 (see Additional file 1: Figures S9 and S10 for more detail). The mate-pair library, with the largest insert size (5 kb), contained one read that spanned the junction of the two FoHeli1 copies, and a few paired reads that were mapped on either side of this junction. However, mate-pair libraries tend to suffer from contamination with paired-end and overlapping reads and we found no reads either spanning the junction or crossing the junction as pairs in the other two libraries. Hence we conclude that it is unlikely that FoHeli1 occurs as a tandem insertion in Fol4287 (Additional file 1: Figure S9 and Figure S10).
Some FoHelis have multiple 5’ termini
Some Helitrons, including non-autonomous Helitrons and partial Helitron copies, possess multiple termini (Additional file 6: Table S6). Interestingly, different genomes harbor different ‘versions’ of multiple termini. For example, F. oxysporum f.sp. vasinfectum contains partial copies in which the first 73 nucleotides of FoHeli1 are repeated once, whereas copies in F. oxysporum f.sp. conglutinans PHW808 repeat the first 85 nucleotides (Additional file 6: Table S6). F. oxysporum f.sp. cubense II5 contains partial copies of FoHeli1 that contain the first 31 or 65 bp of the 5’ terminus, and combinations thereof. Two tomato infecting strains, F. oxysporum f.sp. lycopersici MN25 and Fol4287, contain partial Helitron copies in which the first 31 nucleotides are duplicated. Helitrons with two or more 5’ termini are found in different locations in the genome. Multiple sequence alignments of these termini, including flanking genomic sequences, show a sharp decline in similarity at Helitron borders, indicating that these copies arose via transposition rather than via segmental duplication (Additional file 1: Figure S11).
Helitrons are found in close proximity to pathogenicity-related genes
As mentioned above, Helitrons are potentially able to capture (parts of) genes and combine them into new transcripts transcripts [6, 18, 20, 25, 26]. Gene capture by Helitrons occurs very frequently in maize, but has rarely been observed to that extent in other species. Hence, pervasive gene capture is not a universal property of Helitrons. We investigated whether genes could have been captured by FoHelis. To this end, we compared all full-length putative autonomous and non-autonomous elements to NCBI’s non-redundant nucleotide database, removing hits that were likely to be misannotated Helitrons rather than captured host genes. This resulted in a list of 27 putative gene capture events, most of which are hypothetical proteins identified in the fungus Metarhizium (Additional file 7: Table S7).
Although we didn’t find evidence that gene capture by FoHelis plays an important role in FOSC evolution, we did note that some Helitrons are located in very close proximity to genes that have been implicated in pathogenicity in FOSC. For example, in the Arabidopsis-infecting strain Fusarium oxysporum Fo5176, a Helitron is found upstream of both SIX9a and SIX9b, homologs of the effector gene SIX9 (Secreted In Xylem 9) encoding a protein identified in the xylem sap of tomato plants infected with Fol4287 . A partial copy of a FoHeli2 is found 167 bp upstream from SIX9a, and a partial copy (the last 34 residues) of FoHeli1 is found 412 bp from SIX9b. Moreover, we find in the same strain a partial copy of a FoHeli1 or FoHeliNA2 located ~2 kb from a homolog of SIX1 (Secreted In Xylem 1) of Fol4287 [47, 48]. Additionally, in the reference strain Fol4287, FoHeli1.6 is located 251 bp upstream from SIX6 (Secreted In Xylem 6). In a race 1 tomato-infecting strain (Fol004) a FoHeli1 is located 156 bp upstream from a gene for a secreted oxidoreductase (ORX1-like) protein (AKC01502.1). Finally, in a melon-infecting isolate (Mel02010), we find a partial copy of a FoHeli1 located 476 bp upstream from a predicted argininosuccinate lyase gene (ARG1, AB045736.1). Deletion of ARG1 leads to a reduction in virulence . All partial copies in these examples lie on the border of the sequence that was submitted to GenBank, hence they could very well be complete copies that have either not been sequenced or not correctly assembled. Ectopic recombination between (almost) identical Helitron sequences can result in deletion of genomic regions. If these regions contain genes that are involved in infection, this may contribute to changes in virulence .
FoHeli elements cluster phylogenetically with Helitron2 proteins
Conservation of terminal features: FoHeli-like termini in other fungi
FoHelis share several features with members of the Helitron2 variant, but none of these members have the exact same terminal sequences as FoHelis . To determine to what extent the exact termini are FOSC-specific we searched a database of 102 Pezizomycotina genomes for Helitrons with FoHeli-like termini (Additional file 8: Table S8). For each subgroup, we find at least one sequence outside FOSC that possesses FoHeli termini (Additional file 9: Table S9). The species in which we find completely conserved FoHelis (i.e. including termini) corresponds to what we would expect given the tree presented above: FoHeli1 is present in Metarhizium anisopliae ARSEF 23 (currently corrected to Metarhizium robertsii), FoHeli4 in Verticillium dahliae VdLs.17 and FoHeli5 in Chaetomium globosum. Fusarium solani has all FoHeli subgroups except FoHeli5. In Metarhizium acridum, we only find 3’ termini, except for one case in which we observe three Helitron copies in tandem. Either a Helitron was inserted into the 5’ end of another Helitron twice (MAC_03224 and MAC_3225 in Additional file 1: Figures S12 and S13), or this is the result of rolling circle replication of single stranded circular DNA. Finally, we find FoHeli2 in F. acuminatum, and FoHeli2, FoHeli3 and FoHeli4 in F. virguliforme, genome sequences for which annotations are not publicly available.
Interestingly, FoHeli1 sequences in F. solani bear hallmarks of Repeat Induced Point (RIP) mutation with a more than 3-fold increase in CpA to TpA and TpG to TpA mutations compared to other G- > A and C- > T mutations (Additional file 1: Figure S14). RIP is hypothesized to function as a genome defence mechanism against duplicated genes and TEs and RIP can at least partially explain why we do not find a large number of proteins with a Hel-Rep domain architecture in F. solani [52, 53].
Detection of non-canonical Helitrons
FoHelis likely represent a large reservoir of Pezizomycotina Helitrons that group phylogenetically with Helitron2 transposons, suggesting that most fungal Helitrons have non-canonical termini (Fig. 5). Indeed, we were able to confirm that Helitrons with FoHeli-like termini also occur in other fungi (Additional file 9: Table S9, Fig. 6). In the case of the FOSC, we would not have detected any Helitrons using conventional approaches based on termini or DNA sequences of canonical Helitrons [5, 18, 20, 39]. Our analyses of predicted putative Helitrons in other fungi suggests that the same may hold true for many other species [38, 40].
Another factor that hampered detection of FoHelis is their size. Genome assemblies based on second generation sequencing data are unlikely to include recently transposed elements of more than 5 kb [44, 45, 54]. Hence the repeat content of genomes that are assembled to different levels of completeness cannot be directly compared [40, 54]. Similarly, non-autonomous elements are often more abundant than their autonomous counterparts [1, 3], which can be explained by the intuitive assumption that shorter sequences are more efficiently transposed. On the other hand, non-autonomous elements are more likely to be assembled in one piece and therefore more easily detected. Hence we may have been overestimating their success as a parasite’s parasite. Improvements in genome assembly through the use of third and fourth generation sequencing technologies will allow us to better estimate and compare the TE repertoires of different genomes, to reconstruct the influence of transposons on genome evolution, but also to gain understanding on (co-) evolution of selfish elements in and across host genomes [19, 55–57].
Self-insertion may have led to composite FoHelis
Detection of circular intermediates
Results from this study indicate that FoHelis, like canonical Helitrons  transpose via a circular intermediate. However, we failed to amplify circular Helitrons using Rolling Circle Amplification, suggesting that we need additional preprocessing steps to enrich our genomic DNA samples for circular DNA other than from mitochondria to find circular Helitrons via this approach (e.g. as in [58, 59]). DNA isolation provides a snapshot of DNA content of a large number of cells and for a Helitron circle to be present, it has to transpose at that exact time. Therefore we expect very few circles to be present in one DNA sample and need extremely sensitive methods to detect them.
Which FoHelis are still active in the FOSC?
In Fol4287, we’ve found two identical copies of FoHeli1 that, judging from their flanking sequences, arose through transposition rather than segmental duplication. Moreover, FoHeli1 is the subgroup we have found most at contig borders in Fol4287 and for which we found a PCR amplicon that could stem from a circular intermediate. This suggests that FoHeli1 is still active in the genome of Fol4287. The other subgroup that appeared to have had a strong impact on genome assembly is FoHeli2 that is predicted to occur in high copynumber in brassicaceae-infecting isolates. In contrast to the genome of Fol4287, the genomes of these isolates have not been assembled with the aid of an optical map. Improved assemblies, combined with detection of putative circular intermediates, may shed light on when FoHeli2 was active in these isolates.
Helitrons have been studied for more than a decade, where the main focus has been on canonical Helitrons, or Helitron1, in plants and animals. Here we present the first study of non-canonical Helitron transposons in Pezizomycotina, shedding light on a Helitron variant in a subphylum that both have been relatively underrepresented in scientific literature on Helitrons. In FOSC, we’ve identified 2 groups with distinct terminal sequences. We presented data suggesting that FOSC Helitrons transpose via a circular intermediate, which has been shown for canonical Helitrons very recently . Importantly, we found that most Pezizomycotina Helitrons are probably non-canonical. The information we provide here will aid in future identifications of Helitrons and thus contribute to a more accurate characterization of transposon repertoires, especially in Pezizomycotina.
Identification of putative autonomous Helitrons in FOSC
We select 35 genes from 10 different strains encoding proteins with a Rep (PF14214) and a Hel (PF05790) domain based on Pfam annotation for the 12 FOSC genomes provided by the Broad Institute [10, 13, 47, 60]. To detect additional copies that were excluded from the gene annotation, we used these 35 proteins as a query in a tblastn search to find homologous regions in the 12 FOSC genomes : sequences were included if the alignment returned by BLAST covered at least 80% of the query with > = 80% identity. These sequences were extended up to 10 kb in each direction and annotated by FgenesH , an online program for gene prediction, using parameters of Fusarium graminearum. We determined the domain architecture for the proteins encoded in these predicted ORFs using hmmscan and the PfamA database, applying default inclusion thresholds. The genes that encode proteins with a Rep (PF14214) and a Hel (PF05790) domain, were considered putative autonomous Helitrons. In this way, we found 28 more Helitrons, bringing our total to 63 (Additional file 2: Table S1). These were subsequently used as queries to search for additional copies using blastn. We found no additional full-length copies. In total, we retrieved 63 Helitron protein sequences in the FOSC (Fig. 1, Additional file 2: Table S1).
Phylogenetic analyses of FOSC Helitrons
To assess how these 63 FOSC Helitrons are clustered into subgroups, we aligned protein sequences using prank  with default settings, trimmed the multiple sequence alignment with trimAl –strictplus  and inferred a tree using PhyML v3.0  with 4 substitution rate categories, estimated proportion of invariable sites and gamma distribution. We run PhyML once to produce bootstrap support (100 bootstraps) and once with aLRT branch support (SH-like). For the tree depicted in Fig. 1, branches that have aLRT-support < 0.9 and/or bootstrap support < 80 were collapsed using a custom python script implementing ete2 . We found that FOSC Helitrons can be divided into 5 subgroups, here designated FoHeli1-FoHeli5 (Fig. 1).
Identification of Helitron termini
If different copies of a transposable element arose through transposition (as opposed to segmental duplication), sequence similarity between the copies extends up to the termini of the transposable elements, but not further. We use this to identify termini for FOSC Helitrons. For each FoHeli subgroup, we add 1–7 kb of flanking sequences to the predicted gene sequences, if possible, i.e. if the Helitron is not to close to the border of a (super)contig. We align these sequences using Clustal Omega  and manually inspect alignments to find the regions where the sequences change from dissimilar to very similar (5’ terminus) or from very similar to dissimilar (3’ terminus). We use this approach to identify termini in Chaetomium globosum as well (Fig. 6). To identify FOSC termini in other fungal species we queried a database of 102 Pezizomycotina genomes with the DNA sequences of FoHeli full elements. We combined all partial hits of the same FoHeli query that are located within close distance (<3 kb), aligned the corresponding region with the query and inspected the alignment to determine whether FoHeli termini were indeed present.
For each subgroup, we reconstructed pre-insertion sites by concatenating 500 bp 5’ flanking sequence of the FoHeli with 500 bp of 3’ flanking sequence of the FoHeli. In some cases the FoHeli resides closer than 500 bp to a supercontig border, then we took as much flanking sequence as we could. We use blastn to search for these pre-insertion sites within the 12 FOSC genomes. We used a custom python script to extract the sequences of BLAST hits that bridge the two flanking sequences, write these sequences to a fastafile and align these with Clustal Omega to confirm the termini we inferred are correct.
Estimation of FoHeli copynumber from partial hits
We expected that the number of Helitrons we found in our initial survey  is an underestimate of the real copynumber as a result of e.g. gaps in the genome assembly or regions of high divergence within Helitrons. We search the 12 FOSC genomes using megablast, with the 41 FOSC terminus-to-terminus Helitron sequences as queries, each with 100 bp of flanking sequence. The resulting blast output was parsed using a Python script. We only considered hits that start after the first 90 and end before the last 90 bp.
Due to low complexity or gaps between the contigs that are represented by ‘N’s, BLAST may produce multiple alignments of a query (sub)sequence and a subject (sub)sequence. To avoid overestimating the number of partial hits because of this, we first merged hits that were less than 200 bp apart in the query, but for which the overlap in the query was <50 bp (to ensure that individual hits represent different parts of the query), and less than 2000 bp apart in the subject (scaffold) sequence, assuming that these multiple hits represent one putative Helitron sequence on the supercontig. Moreover, we merged hits that represented multiple termini.
Identification of putative gene capture events
Helitrons are well-known for their ability to capture (parts of) genes [4, 6, 7, 14–22]. To determine the extent of gene capture in FOSC Helitrons, we search NCBIs non-redundant nucleotide database (nr/nt) using 48 full-length FOSC Helitrons. We use a custom python script to query the Entrez database with the Genbank Identifiers returned by the BLAST search. We select hits that contain a coding sequence and find the corresponding protein sequence. We infer domain architectures for these protein sequences using hmmscan from the hmmer3 package  and the PfamA database (Pfam 27.0)  and select proteins that do not contain a Helitron-like_N (Rep) or PIF1 (Hel) domain. We thus obtain a list of 27 genes that have been (partially) captured by a FOSC Helitron.
DNA isolation, PCR analysis and sequencing
We use PCR to detect circular intermediates of FOSC Helitrons (Fig. 4). Fungal genomic DNA (gDNA) was extracted using the following method: a patch of mycelium was scraped from the margin of a colony and suspended in 400 μl Tris-EDTA buffer (1 M Tris pH 8, 0.5 M EDTA pH 8) together with 300 μl phenol:chloroform (1:1) and approximately 300 μl glass beads (212–300 μm). Cells were mechanically disrupted in a tissuelyser for 30 s. The supernatant (150 μl) was collected after centrifugation (5 min) at maximum speed and mixed with equal volume of chloroform. Again, the supernatant (100 μl) was collected after vortexing and centrifugation (5 min) and kept in -20 °C for further use. 1 μl of genomic DNA was used for PCR experiments. Primers used for amplification of the FoHeli joined ends are listed in Additional file 1: Table S4. The amplified products were resolved electrophoretically in a 1% agarose gel. PCR products were sequenced and analyzed using Seqbuilder.
Rolling circle amplification and downstream analyses
Rolling circle amplification was performed on 80 ng Fol4287, 250 ng Fol4287, 80 ng Fol029, 80 ng Fo5176, 80 ng Fo47, 80 ng of Fom001 genomic DNA and a 5169 bp plasmid spiked into 80 ng of Fo47 genomic DNA, as described by  using phi29 DNA polymerase (#EP0091, Thermo Scientific), inorganic pyrophosphatase (#EF0221, Thermo Scientific) and exo-resistant random primers (#S0181, Thermo Scientific) in a 12.5 h, 20 μL reaction at 30 °C (Additional file 1: Figure S7). The reaction was stopped by elevating the temperature to 65 °C for 10 min. Subsequently, 5 μL of the amplification product was digested with Acc65I, XhoI or EcoRV for 3 h and run on a 1% agarose gel. A band of the expected size (~6–7 kb) was observed and extracted from the gel using a QIAquick Gel Extraction Kit according to the manufacturer’s protocol. 1 μL of the 6–7 kb fragment was used for a regular PCR using primer pairs distributed over the length of FoHeli1 (Additional file 1: Figure S8).
Phylogenetic analyses of FOSC, pezizomycotina and known Helitrons
For the phylogenetic analyses including known Helitron1 and Helitron2 from RepBase (version 19.11), we used custom Python scripts to parse RepBase files for protein sequences of Helitrons. In addition, we obtained Helitron2 sequences described in  from the authors. These include all proteins that reside within Helitron termini, hence also e.g. replication protein A (RPA)-like proteins. We predicted domain architecture for these proteins using hmmscan from the hmmer3 package  and the PfamA database (Pfam 27.0) . We used custom Python scripts and manual curation to determine the final domain architecture of individual proteins: in case of overlapping domain predictions (mostly PIF1 domains that also matched AAA domains), we kept the domain with the highest score (PIF1), or, in cases in which predictions likely correspond to the same domain, we merged overlapping regions that also overlapped in a similar fashion (e.g. no inversions) in the hmm model. In further analyses, we only include protein sequences that contain a Rep and a Hel domain (PF14214 and PF05970). We use hmmsearch from the hmmer3 package  with PF14214 and PF05970 to scan all Pezizomycotina proteomes in our dataset (Additional file 8: Table S8) for proteins that contain both these domains. We constructed two different multiple sequence alignments for this set of proteins. First, we cut out Rep and Hel domains from each protein, removed identical sequences, aligned the domain sequences using hmmalign and concatenated the alignments of both domains. Second, we aligned full protein sequences using Clustal Omega with default settings . We then trimmed this alignment with trimAl (−gappyout), removed identical sequences and used RaxML to infer the phylogeny (options: −f a -N 100 -m PROTGAMMAIWAG -x 1234567 -p 123 (Additional file 1: Figure S12 and Figure S13 and Fig. 5) . Figure 5 shows the Clustal Omega tree, where branches with a bootstrap support of less than 50 trees were collapsed.
For all the putative Helitron proteins in the these trees we predicted whether any domain other than the Rep and Hel domain was present using hmmscan from the hmmer3 package and the PfamA database (Pfam 27.0) [67, 68]. The domain architecture of proteins is summarized in Fig. 5, and shown more elaborately in Additional file 1: Figure S12 and Figure S13. Many putative Helitrons have an N-terminal Helicase domain that is classified in Pfam as either a Herpes_Helicase, an UvrD_C_2 or a Viral_helicase_1 domain (Additional file 1: Figure S12 and Figure S13). However, when we overlay the conserved Hel motifs I-VI in FoHelis (Additional file 1: Figure S2) to the automated Pfam domain prediction, we find that only motifs I until IV/V lie in the predicted Hel domain, whereas the other two motifs (V and VI) lie in the predicted N-terminal Helicase. This means that the automated prediction of both the Hel and the N-terminal Helicase is probably incorrect and that the predicted N-terminal Helicase domains are actually part of the Hel domain.
The autors are very grateful to Frank Takken for useful discussions. The genome sequencing and annotation for 11 strains were supported by the National Research Initiative Competitive Grants Program Grant no. 2008-35604-18800 and MASR-2009-04374 from the USDA National Institute of Food and Agriculture.
Biju V.C. is supported by the Erasmus Mundus External Cooperation Window 15 (EMECW15). Like Fokkens is supported by a Horizon grant from the Netherlands Genomics Iniative. The genome sequencing and annotation for 11 strains were supported by the National Research Initiative Competitive Grants Program Grant no. 2008-35604-18800 and MASR-2009-04374 from the USDA National Institute of Food and Agriculture.
Availability of data and materials
FOSC Helitron sequences have been submitted to RepBase. FOSC genome sequences can be downloaded from GenBank: Fusarium oxysporum f. sp. lycopersici 4287, accession number GCA_000149955.2; Fusarium oxysporum f. sp. lycopersici MN25, accession number GCA_000259975.2; Fusarium oxysporum f. sp. pisi HDV247, accession number GCA_000260075.2; Fusarium oxysporum f. sp. radicis-lycopersici 26381, accession number GCA_000260155.3; Fusarium oxysporum f. sp. vasinfectum 25433, accession number GCA_000260175.2; Fusarium oxysporum f. sp. cubense tropical race 4 54006, accession number GCA_000260195.2; Fusarium oxysporum f. sp. conglutinans race 2 54008, accession number GCA_000260215.2; Fusarium oxysporum f. sp. raphani 54005, accession number GCA_000260235.2; Fusarium oxysporum f. sp. melonis 26406, accession number GCA_000260495.2; Fusarium oxysporum Fo47, accession number GCA_000271705.2; Fusarium oxysporum FOSC 3-a, accession number GCA_000271745.2; Fusarium oxysporum Fo5176, accession number GCA_000222805.1.
BVC designed and performed PCR experiments and bioinformatic analyses and assisted in writing the manuscript, PvD performed RCA experiments, LF designed and performed bioinformatic analyses and wrote the manuscript, MR and BJC Cornelissen assisted in experimental design and writing the manuscript. All authors read and approved the final manuscript.
The authors declare that they have no competing interests.
Consent for publication
Ethics approval and consent to participate
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