- Research article
- Open Access
Parallel re-modeling of EF-1α function: divergent EF-1α genes co-occur with EFL genes in diverse distantly related eukaryotes
© Kamikawa et al.; licensee BioMed Central Ltd. 2013
- Received: 26 April 2013
- Accepted: 21 June 2013
- Published: 26 June 2013
Elongation factor-1α (EF-1α) and elongation factor-like (EFL) proteins are functionally homologous to one another, and are core components of the eukaryotic translation machinery. The patchy distribution of the two elongation factor types across global eukaryotic phylogeny is suggestive of a ‘differential loss’ hypothesis that assumes that EF-1α and EFL were present in the most recent common ancestor of eukaryotes followed by independent differential losses of one of the two factors in the descendant lineages. To date, however, just one diatom and one fungus have been found to have both EF-1α and EFL (dual-EF-containing species).
In this study, we characterized 35 new EF-1α/EFL sequences from phylogenetically diverse eukaryotes. In so doing we identified 11 previously unreported dual-EF-containing species from diverse eukaryote groups including the Stramenopiles, Apusomonadida, Goniomonadida, and Fungi. Phylogenetic analyses suggested vertical inheritance of both genes in each of the dual-EF lineages. In the dual-EF-containing species we identified, the EF-1α genes appeared to be highly divergent in sequence and suppressed at the transcriptional level compared to the co-occurring EFL genes.
According to the known EF-1α/EFL distribution, the differential loss process should have occurred independently in diverse eukaryotic lineages, and more dual-EF-containing species remain unidentified. We predict that dual-EF-containing species retain the divergent EF-1α homologues only for a sub-set of the original functions. As the dual-EF-containing species are distantly related to each other, we propose that independent re-modelling of EF-1α function took place in multiple branches in the tree of eukaryotes.
- Differential Gene Loss
- Functional Remodeling
Elongation factor 1α (EF-1α) proteins in eukaryotes and archaebacteria, and their orthologues in bacteria (elongation factor Tu), are GTPases required for the central process of translation [1, 2]. The primary sequence of EF-1α is highly conserved across the tree of life, suggesting that this protein was established in the last universal common ancestor, and inherited by extant organisms . However, genomic and transcriptomic data from diverse organisms have shown that some eukaryotic lineages lack EF-1α, and these lineages instead were found to possess a putative EF-1α-related GTPase . These elongation factor-like (EFL) proteins are believed to perform the same function in translation as EF-1α, as there is no significant functional divergence in the regions that are critical for EF-1α function . The functional equivalence of EFL and EF-1α would explain the mutually exclusive distributions of EFL and EF-1α genes amongst eukaryotes since EF-1α would be functionally redundant in eukaryotes with EFL-mediated translation elongation, and vice versa.
Intensive surveys for EFL genes in phylogenetically diverse eukaryotes revealed a number of groups that have both ‘EF-1α-containing’ and ‘EFL-containing’ species [5–10]. The co-existence of EF-1α-containing and EFL-containing species in a monophyletic group can be explained by the ancestral co-occurrence of EF-1α and EFL, and subsequent losses of either of the two elongation factors in the descendants. Henceforth, we designate the above scenario simply as the ‘differential loss’ hypothesis . Many aspects of this hypothesis are difficult to test experimentally. Nonetheless, dual expression of EF-1α and EFL proteins in Trypanosoma brucei cells, which corresponds to the ancestral state assumed in the differential loss hypothesis, had no apparent impact on cell viability .
It was previously found that examined diatom species were either EF-1α-containing or EFL-containing, except for a single species, Thalassiosira pseudonana, whose genome encodes both EF-1α and EFL genes . According to the differential loss hypothesis described above, the EF-1α/EFL gene data from diatoms can be explained as follows: (1) the ancestral diatom genome was ‘dual-EF-containing,’ (2) the T. pseudonana genome retains the ancestral state, and (3) the EF-1α (or EFL) gene was lost in the extant EFL-containing (or EF-1α-containing) descendants . A similar situation has been proposed for Fungi; although the vast majority of fungal species are either EF-1α-containing or EFL-containing, a single species, Basidiobolus ranarum, was found to be dual-EF-containing . Under the differential loss hypothesis, T. pseudonana and B. ranarum retain the ancestral state of diatom and fungal genomes, respectively.
The differential loss hypothesis is an increasingly popular explanation of the current EF-1α/EFL gene distribution in the tree of eukaryotes. Nevertheless, dual-EF-containing species, which are believed to reflect the ancestral state of their phylogenetic relatives containing either EF-1α or EFL, have, to date, only been described in diatoms and Fungi. In this study, by experimental surveys and data mining in publicly available genome and/or transcriptomic data, four independent lineages—Stramenopiles, Apusomonadida, Goniomonadida, and Fungi—were found to contain at least one dual EF-containing species (11 species were newly identified in total). All EF-1α genes in the dual EF-containing species examined here appear to be divergent, and are transcribed at a much lower level than the co-occurring EFL genes, suggesting that EF-1α has functionally diverged in these species. We propose that the re-modeling of the original EF-1α functions seemingly occurred in several independent branches of the tree of eukaryotes.
EF-1α and EFL homologues isolated/identified in this study
Detonula confervcace CCMP353
Achnanthes kuwaitensis NIES1349
See Additional file 3
Thalassionema nitzschioides NIES534
Asterionella glacialis NIES417
Bolidomonas pacifica CCMP1866
Pythium intermedium MAFF306022
Pythium ultimum DAOM BR144
See Additional file 3
Pythium apleroticum MAFF425515
Goniomonas sp. ATCC PRA68
Goniomonas sp. ATCC 50180
Goniomonas truncata NIES 1373
Goniomonas sp. CCAP 980_1
Spizellomyces punctatus DAOM BR117
See Additional file 3
Subulatomonas sp. strain PCMinv5
Breviata-like biflagellate strain PCbi66
Roombia sp. NY0200
Mantamonas plastica Bass1 (CCAP 1946/1)
Thecamonas trahens ATCC50062
See Additional file 3
microaerophilic cercozoan strain DMV
Goniomonas sp. ATCC 50180
Goniomonas sp. NIES 1374
Pythium spinosum MAFF425453
Pythium intermedium MAFF306022
Pythium uncinulatum MAFF240295
Pythium conidiophorum MAFF245320
Pythium porphyrae MAFF239483
Pythium apleroticum MAFF425515
Pythium echinulatum MAFF425510
Pythium insidiosum CBS119452
See Additional file 3
Spizellomyces punctatus DAOM BR117
See Additional file 3
Thecamonas trahens ATCC50062
See Additional file 3
Capromyxa protea CF08-5 (ATCC PRA-324)
Fabomonas tropica strain NYK3C
Ancyromonas sigmides strain B70 (CCAP 1958/3)
Dual-EF-containing species in diatoms
The majority of diatom species, in which EF-1α/EFL sequences have been characterized to date, appear to possess EFL genes, except for the genomes of Phaeodactylum tricornutum, which encodes only an EF-1α gene, and T. pseudonana, which encodes both EF-1α and EFL genes . In this study, we surveyed EF-1α/EFL genes in diatoms further, and identified five more dual-EF-containing species, indicating that dual-EF-containing species are quite prevalent amongst diatoms. EF-1α transcripts were detected in Detonula confervacea, Achnanthes kuwaitensis, Fragilariopsis cylindrus, Thalassionema nitzschioides, and Asterionella glacialis, all of which were previously considered to be ‘EFL-containing’. In the EF-1α ML tree, all diatom homologues grouped together with an ML bootstrap value (MLBP) of 57% (node A in Figure 1), and this group branches with the EF-1α homologues of the bolidophyte Bolidomonas pacifica. Although the statistical support for the diatom-Bolidomonas affiliation was moderate (MLBP = 75%; node B in Figure 1), this particular affiliation found in the EF-1α phylogeny is consistent with their close (organismal) relationships . Thus we concluded that there had been vertical descent of EF-1α genes in the diatom-Bolidomonas clade. As shown in previous studies e.g., , the updated EFL phylogeny also includes a diatom clade, indicating the vertical descent of EFL genes in this lineage (Figure 2).
Relative copy numbers of EF-1α and EFL transcripts by qRT PCR
Goniomonas sp. ATCC 50108
4.10 × 10-4
(7.63 × 10-5)
4.88 × 10-4
(0.11 × 10-4)
6.36 × 10-4
(9.55 × 10-4)
Dual-EF-containing species in oomycetes
Only EF-1α homologues were identified in well-studied members of the Oomycetes (e.g., Phytophthora infestans, for which a complete genome is available ), but some of us have recently reported EFL genes in Pythium oligandrum and Pythium ultimum. In this study, we resurveyed EF-1α/EFL sequences in 8 members of the genus Pythium, and identified Pythium intermedium, Py. ultimum, and Py. apleroticum as dual-EF-containing. The EF-1α phylogenetic analysis successfully recovered the monophyly of all of oomycetes, suggesting that Py. intermedium, Py. ultimum, and Py. apleroticum vertically inherited their EF-1α genes from a common oomycete ancestor. We suspect that the ML bootstrap support for the oomycete clade in the EF-1α analysis was lowered due to the divergent nature of the Py. intermedium, Py. ultimum, and Py. apleroticum homologues (MLBP = 22%; node C in Figure 1). The EFL phylogeny also robustly unites all oomycete EFL sequences, including those of the three dual-EF-containing Pythium spp. (Figure 2).
k-mer frequencies for EF-1α, EFL, and α-tubulin in transcriptomic data
Dual-EF-containing species in goniomonads
Prior to this study, EF-1α/EFL data were available for only two goniomonad species: EF-1α transcripts were detected in Goniomonas pacifica, while an EFL gene was isolated from Goniomonas amphinema. In this study, we experimentally surveyed EF-1α/EFL sequences in five Goniomonas strains (ATCC 50108, ATCC PRA68, NIES-1373, NIES-1374, and CCAP 980_1). Of these, strain ATCC 50108 appeared to be dual-EF-containing (Table 1). A qRT-PCR assay revealed that EFL transcripts were more abundant than EF-1α transcripts in strain ATCC 50108 (Table 2).
The EF-1α sequences amplified from strains ATCC 50108, ATCC PRA68, NIES-1373, and CCAP 980_1, together with that of G. pacifica, formed a clade in the EF-1α phylogeny (MLBP = 58%; node D in Figure 1). The new EFL homologues from strains NIES 1374 and ATCC 50108 showed a close relationship to the G. amphinema homologue (Figure 2). Both EF-1α and EFL phylogenies suggest vertical inheritance of the genes encoding the two elongation factors in this lineage.
Other dual-EF-containing species in Apusomonadida and Fungi
We detected both EFL and EF-1α sequences in both whole-genome shotgun and transcriptomic data from the apusomonad Thecamonas trahens (http://www.broadinstitute.org/). The EF-1α sequences of two apusomonads, T. trahens and Apusomonas proboscidea, grouped together in the ML tree topology (MLBP = 37%; node E in Figure 1), consistent with their organismal relationship. The large discrepancy in branch length between the two apusomonad sequences is likely responsible for the low ML bootstrap support. In the EFL phylogeny, the T. trahens sequence branched at the base of the diatom-oomycete clade (Figure 2). Unfortunately, the current analysis does not allow us to determine if EFL genes were the result of descent through vertical inheritance in apusomonads, because: (i) only one EFL sequence is known for apusomonads, and (ii) T. trahens and opisthokonts were distant from each other in the EFL phylogeny, in contrast to the close organismal relationship between apusomonads and opisthokonts e.g., .
Our EF-1α/EFL gene survey also identified the genome of the chytridiomycote fungus Spizellomyces punctatus as encoding both kinds of elongation factors. The EF-1α sequences of S. punctatus and B. ranarum bore the well-known Opisthokonta-specific insertion (Additional file 1), and formed a clade with other fungal sequences in the phylogenetic analyses (MLBP = 41%; node F in Figure 1), suggesting that the EF-1α genes of S. punctatus and B. ranarum and those of other fungal species share an exclusive ancestry. Again, the grouping of the two long-branched sequences of S. punctatus and B. ranarum with other fungal sequences did not receive high ML bootstrap support. We are currently unsure whether the extant EFL genes in fungi are the descendents of a single gene in the ancestral fungal species: The monophyly of fungi was not recovered in the ML tree inferred from the EFL alignment (Figure 2), but the approximately unbiased test  failed to reject the alternative hypothesis, in which all fungal EFL sequences were enforced to be monophyletic, at the 5% level (data not shown).
In both T. trahens and S. punctatus there is a large difference in transcriptional levels between EF-1α and EFL genes. In the transcriptomic data of the two species, the k-mer frequency for EFL was much greater than that for EF-1α (Table 3), as seen in other dual-EF-containing species (see above).
New EF-1α/EFL data from other eukaryotes
Our EF-1α/EFL survey successfully revealed that the taxa Katablepharida, Amoebozoa (or a subgroup of Amoebozoa), and Ancyromonadida contain both EFL-containing and EF-1α-containing species. For amoebozoans and ancyromonads, only EF-1α-containing species were known prior to this study (see Figure 1), however, we detected EFL sequences in the amoebozoan Copromyxa protea and the ancyromonad Fabomonas tropica (Table 1). Likewise, the first-surveyed katablepharid Leucocryptos marina was EFL-containing , but a RT-PCR survey of a secondly-surveyed katablepharid, Roombia sp., identified EF-1α transcripts (Table 1).
Several eukaryote lineages include multiple dual-EF-containing species
Finally, it will be of interest to continue surveying dual-EF-containing species, especially within Stramenopiles and Fungi. Kamikawa et al.  postulated that the dual-EF status can be traced back to the ancestral stramenopile species, based on the monophyly of stramenopiles in EF-1α phylogenies (Figure 1), and of diatoms and oomycetes in EFL phylogenies (Figure 2: Note that no EFL homologue has been identified to date in any stramenopile subgroups except diatoms and oomycetes). Thus, we predict that dual-EF-containing species should be found in so-far unsampled stramenopiles. Similarly, S. punctatus and B. ranarum are unlikely to be the sole fungal species with a dual-EF status, given that the most recent common ancestral fungus was proposed to be dual-EF-containing .
Parallel re-modeling of EF-1α function in eukaryotic evolution
In the dual EF-containing diatom T. pseudonana, some of us  proposed that the EF-1α homolog performs only a subset of its original functions, and does not participate in protein synthesis as an elongation factor, for the following reasons. Firstly, in an EF-1α phylogeny, the T. pseudonana homologue was much more divergent than that of a closely related EF-1α-containing species, P. tricornutum, suggesting that the former is under fewer functional constraints than the latter. Secondly, EF-1α transcripts were much less abundant in T. pseudonana than the transcripts of EFL or of an α-tubulin gene. As observed in T. pseudonana, the five dual EF-containing diatoms identified in this study (i.e. A. kuwaitensis, A. glacialis, D. confervacea, F. cylindrus, and T. nitzschioides) appeared to possess divergent EF-1α genes (Figure 1). In each of the five diatoms, the transcriptional level of the EF-1α gene was heavily suppressed compared to that of the co-occurring EFL gene (Table 2). Thus, the five dual-EF-containing diatoms most likely use EFL as the principal elongation factor, while a sub-set of the original EF-1α functions is assigned to the divergent EF-1α. These dual-EF-containing diatoms have most likely re-modeled their EF-1α functions, such that they carry out only the auxiliary roles that the proteins originally performed, such as interactions with cytoskeletal proteins and ubiquitin-dependent protein degradation [1, 21, 22].
It is likely that similar re-modeling of EF-1α function has also occurred in other dual-EF-containing lineages. In the non-diatom dual-EF-containing species, the EF-1α sequences were also divergent (Figure 1), and were transcribed at a low level compared to the co-occurring EFL genes (Tables 2 and 3). These results strongly suggest that dual-EF-containing species in general utilize EF-1α for subsets of the original functions, while EFL participates in translation as a core factor. Significantly, the re-modeling of EF-1α function probably took place separately in Stramenopiles (including diatoms and oomycetes), Goniomonadida, Apusomonadida, and Fungi, as these lineages are distantly related to one another in the organismal phylogeny. Moreover, diatoms (photosynthetic heterokont algae) and oomycetes (non-photosynthetic stramenopiles) may have also re-modeled their EF-1α functions in parallel as they are relatively distantly related within stramenopiles. We also suspect that parallel re-modeling of EF-1α function occurred within Fungi, as S. punctatus and B. ranarum are not particularly close relatives .
We are currently unsure about the precise functions of the divergent EF-1α in the dual-EF-containing species. Under the parallel re-modeling scenario proposed above, the suite of retained EF-1α functions could vary between any of two dual-EF-containing lineages. However, the overall substitution patterns in divergent EF-1α sequences in distantly related dual-EF-containing species are found to be similar to each other (Additional file 2). This observation hints at parallel loss of the same aspects of EF-1α function and retention of a subset of original functions in multiple dual-EF-containing lineages scattered over the tree of eukaryotes. These speculations could be tested more directly by biochemical studies of EF-1α function in selected representatives of these lineages.
According to the differential loss hypothesis for EF-1α/EFL evolution, a dual-EF-containing ancestor likely gave rise to two types of descendants—one containing only EFL and the other containing only EF-1α. Nevertheless, EF-1α/EFL surveys, including this study, have identified an additional type of descendent retaining the ancestral arrangement (i.e. dual-EF-containing) in multiple branches of the tree of eukaryotes. If EF-1α/EFL sequences are surveyed in a broader spectrum of eukaryotes, it is highly likely that the number and diversity of known dual-EF-containing species will grow further.
Curiously, all dual-EF-containing species identified so far appear to retain divergent, low-expressed EF-1α genes (see above), which are analogous to the hypothetical intermediate leading to EFL-containing descendants (Figure 3). We suspect that the multiple functions of the canonical EF-1α may have prevented the dual-EF-containing cells from losing this protein immediately after EFL took over from EF-1α as the core translation factor. The presence of dual-EF-containing species indicates that the adoption of EFL as the dominant core factor in translation does not necessarily lead to the elimination of EF-1α from the entire cellular system.
Curiously, we found little evidence for living analogues of the hypothetical intermediate that led to EF-1α-containing descendants, which would possess a divergent, low-transcribed EFL gene. The presence or absence of dual-EF-containing species, in which a divergent EFL gene is transcribed at lower levels than the co-occurring EF-1α gene, would be crucial to understanding the evolutionary processes that shaped the current EF-1α/EFL gene distribution across the tree of eukaryotes. We need to re-examine EFL sequences in the species currently recognized as ‘EF-1α-containing’ since low-expressed EFL genes might be overlooked in these taxa, especially if genomic or high-coverage transcriptomic data is lacking.
Achnanthes kuwaitensis (NIES-1349), Asterionella glacialis (NIES-417), Thalassionema nitzschioides (NIES-534), Goniomonas amphinema (NIES1371), Goniomonas truncata (NIES-1373), and Goniomonas sp. (NIES-1374) were purchased from the Microbial Culture Collection at the National Institute for Environmental Study in Japan. Detonula confervacea (CCMP353) and Bolidomonas pacifica (CCMP1866) were purchased from the Provasoli-Guillard National Center for Marine Algae and Microbiota. Goniomonas sp. (CCAP 980/1) was purchased from the Culture Collection of Algae and Protozoa. Goniomonas sp. (ATCC PRA-68) and Goniomonas sp. (ATCC 50108) were purchased from American Type Culture Collection. Pythium apleroticum (MAFF425515), Py. conidiophorum (MAFF245320), Py. echinulatum (MAFF425510), Py. intermedium (MAFF306022), Py. porphyrae (MAFF239483), Py. spinosum (MAFF425453), Py. ultimum (MAFF425505), and Py. uncinulatum (MAFF240295) were purchased from the GeneBank (Microorganism Section) at the National Institute of Agrobiological Sciences in Japan. Roombia sp. strain NY0200 was cultivated with bacterial prey in URO-YT medium (Moriya et al. 2000). RNA was extracted from the harvested cells by using an RNeasy Plant Mini kit (QIAGEN), and then subjected to oligo(dT)-primed reverse transcriptase (RT) reactions by using the 3’ rapid amplification of cDNA ends kit (Invitrogen). Each of the two procedures described above was conducted following the corresponding manufacturers’ instructions.
PCR-based survey of EF-1α and EFL transcripts
We amplified EF-1α and/or EFL sequences of Roombia sp., diatoms, Bolidomonas pacifica, and goniomonads (see the previous section) by a two-step procedure: For the first RT-PCR, the combination of one of three forward primers (5′-GGCCACGTGGAYTCNGGNAARTCNAC, 5′-GGCCACGTGGAYAGYGGNAARTCNAC, or 5′-GGCCACGTGGAYGCNGGNAARTCNAC) and a reverse primer (5′-ACGAAATCTCTCTTRTGNCCNGGNGCRTC) were used. These primer sets can amplify the 5′ portions of the transcripts (~250 bp in length) for EF-1α and EFL, as well as other EF-1α-related proteins in a single reaction. For each reaction, amplicons were cloned into pGEMTEasy vector (Promega), and sequenced ≥12 clones to survey EF-1α/EFL sequences. Secondly, the 3′ portions of Roombia, diatom, and goniomonad EF-1α/EFL transcripts were amplified by the 3′ rapid amplification of cDNA ends (RACE) kit (Invitrogen) with exact-match primers based on the nucleotide sequences of the initial amplicons. We amplified the 3′ portion of the EF-1α transcript of B. pacifica by the combination of an exact-match primer (see above) and a degenerate primer, which can anneal to the 3′ portion of EF-1α open reading frame (5′-CAGAATTGCGACAGCNACNGTYTG). Amplicons were cloned and sequenced completely as described above.
From all of the seven species belonging to the oomycete genus Pythium examined in this study, we obtained the amplicons covering most of the EFL-coding region by RT-PCR with a set of primers 5′-AGCCGAGAAGGGTGGTTTCG and 5′-ACAGATAATCTGACCAACACC. The details of cloning and sequencing of the EFL amplicons were same as described above.
We then screened the 5′ portion of EF-1α sequences in the seven Pythium spp. in two separate trials. Firstly, we applied the combinations of primers for EF-1α sequences in phylogenetically diverse eukaryotes; two forward primers (5′-GTGGACGCCGGNAARTCNACNACNAC and 5′-GTGGACGCCGGNAARAGYACNACNAC) and two reverse primers (5′-TCGGCCTGGGANGTNCCNGTNATCAT and 5′-TCGGCCTGGGTNGTNCCNGTNATCAT). The RT-PCR with these ‘universal’ primers succeeded in amplifying the partial EF-1α transcripts in Py. apleroticum. For the second trial, we prepared new degenerate primers, which were more specific to oomycete EF-1α sequences than those used in the first trial: PytEF1aFA, PytEF1aFB, and PytEF1aR (5′-TCGGCAAGACGTCGTWCAAGTAC, 5′-GGTCACCGCGATTTCATCAAGAAC, and 5′-GACNGGNACCGTGCCAATACC, respectively). EF-1α transcripts in the Pythium spp. were surveyed by the hemi-nested RT-PCR, in which the combination of PytEF1aFA and PytEF1aR, and that of PytEF1aFB and PytEF1aR were used for the first and second reactions, respectively. The partial EF-1α transcript in Py. intermedium was amplified in the second trial with the ‘oomycete-oriented’ primers. We could not detect any EF-1α transcripts in the Pythium species examined in this study, other than Py. apleroticum and Py. intermedium. The 3′ portions of Py. apleroticum and Py. intermedium EF-1α transcripts were amplified by the 3′ RACE, followed by cloning and sequencing. The details of the 3′ RACE, and cloning and sequencing of the amplicons were same as described above.
Illumina transcriptomic analyses
We obtained transcriptomic data from the following organisms; two ancyromonads, Ancyromonas sigmides B70 (CCAP 1958/3) and Fabomonas tropica NYK3C, the breviates, Breviata-like biflagellate PCbi66 and Subulatomonas sp. PCMinv5, the mantamonad Mantamonas plastica Bass1 (CCAP 1946/1), the tubulinid amoebozoan Capromyxa protea CF08-5 (ATCC PRA-324), and the microaerophilic cercozoan strain DMV.
A. sigmoides and ‘F. tropica’ were cultivated with bacterial prey (Enterobacter aerogenes) in a mixture of 50% ATCC 802 medium and 50% filtered sterile seawater, and in a mixture of 50% seawater and 50% ddH2O, respectively. Strain PCbi66 was grown in ATCC 1525 medium with bacterial prey (Klebsiella pneumoniae ATCC 23432). Subulatomonas sp. was cultivated with bacterial prey in ATCC 1773 medium made with 50% seawater and 50% ddH2O. M. plastica was grown with bacterial prey (K. pneumoniae ATCC 23432) in a mixture of 50% seawater and 50% ddH2O. C. protea was grown on weak malt yeast agar plates (0.02 g Yeast extract, 0.02 g Malt extract, 0.75 g K2HPO4, 1 L ddH2O, 15 g Agar) with streaks of Escherichia coli as food. Stain DMV was grown in ATCC 802 medium, with bacterial prey (K. pneumoniae ATCC 23432) killed at 65°C for 1 hour.
Total RNA was isolated using Trizol (Tri-reagent) following the protocol supplied by the manufacturer (Sigma). Construction of cDNA libraries and illumina RNAseq was performed by Macrogen (South Korea) for strain PCbi66 and A. sigmoides, by GeneWiz (USA) for ‘F. tropica’, Subulatomonas sp., and M. plastica, and by the Institut de Recherche en Immunologie et Cancérologie (IRIC) of Universite de Montreal (Canada) for C. protea and strain DMV.
Raw sequence read data were filtered based on quality scores with the fastq_quality_filter program of FASTXTOOLS (http://hannonlab.cshl.edu/fastx_toolkit/), using a cutoff filter (a minimum 70% of bases must have quality of 20 or greater). Filtered sequences were then assembled into clusters using the Inchworm assembler of the TRINITY r2001-5-13 package . EF-1α/EFL sequences were identified using basic local alignment search tool (tblastn).
Database search of EFL and EF-1α genes
By using T. pseudonana EFL and EF-1α amino acid sequences as the queries, we performed tblastn searches with E-value cutoff < 10-100. Putative EF-1α/EFL sequences identified by the initial tblastn search were then confirmed by blastp searches with E-value cutoff < 10-100. The reciprocal similarity searches identified both EFL and EF-1α genes in the genomes of T. trahens and S. punctatus from the whole genome shotgun database in NCBI (http://0-www.ncbi.nlm.nih.gov.brum.beds.ac.uk/). Likewise, both EF-1α and EFL genes were detected in the genome databases of the diatom F. cylindrus (http://genome.jgi-psf.org/Fracy1/Fracy1.home.html) and the oomycete Py. ultimum (http://pythium.plantbiology.msu.edu/). For the Illumina RNAseq data of T. trahens, S. punctatus, and Py. ultimum we collected raw sequence data from the NCBI’s Short Reads Archive (SRA), accessions SRR343042, SRR343043, and SRR059026, respectively. These raw data were assembled into clusters using the Inchworm assembler of the TRINITY r2001-5-13 package, as above. We then identified the contigs pertaining to EFL, EF-1α, and α-tubulin through tblastn, and compared the k-mer frequency of each respective contig to compare the relative transcriptional level between the co-occurring EFL and EF-1α genes (Table 3). We provide the amino acid sequences mentioned here as Additional file 3.
EFL and EF-1α amino acid sequences were sampled from the broad spectrum of eukaryotes. Datasets of the two elongation factor families were separately aligned, and then ambiguously aligned positions were excluded before phylogenetic analyses. The final EFL and EF-1α datasets contained 80 sequences with 407 amino acid positions and 79 sequences with 400 amino acid positions, respectively. The two datasets were analyzed using both ML and Bayesian phylogenetic methods. ML analyses were performed using RAxML 7.2.1  under the LG model  incorporating empirical amino acid frequencies and among-site rate variation approximated by a discrete gamma distribution with four categories (LG + Γ + F model). The ML tree was estimated by heuristic searches based on 300 distinct parsimony starting trees. In RAxML bootstrap analyses (1000 replicates), the heuristic tree search was performed from a single parsimony tree per replicate.
The EFL and EF-1α datasets were also subjected to Bayesian analysis using PhyloBayes v.3.3  with the LG + Γ + F model. For the EF-1α analysis, two parallel Markov Chain Monte Carlo (MCMC) runs were run for 63,799 and 63,885 generations, sampling log-likelihoods and every 10 trees (maxdiff = 0.16254; ‘burn-in’ was set as 100 based on the log-likelihood plots). The EFL dataset was analyzed as described above, except two MCMC runs were run for 12,520 and 12,511 generations (maxdiff = 0.113078).
Quantitative reverse transcriptase (qRT) PCR
To normalize the copy numbers of EFL and EF-1α transcripts, we amplified the α-tubulin sequence of Goniomonas sp. ATCC 50108 by RT-PCR with the following degenerate primers: 5′-RGTNGGNAAYGCNTGYTGGGA and 5′-CCATNCCYTCNCCNACRTACCA. To amplify the α-tubulin sequences of diatoms A. kuwaitensis, A. glacialis, and T. nitzschioides, we used a second set of degenerate primers: 5′-GARCTNTAYTGYCTNGARCAYGG and 5′-CGCGCCATNCCYTCNCCNACRTACCA. The α-tubulin sequence of the diatom D. confervacea was amplified by using the following primers: 5′-CGCGCCATNCCYTCNCCNACRTACCA and 5′-CGTAGANAGCCTCGTTGTC. The cloning and sequencing of the α-tubulin amplicons were carried out as described above. Accession nos. for the sequences are AB766056 – AB766059.
Primers and annealing temperatures for qRT PCR
AB766030-AB766059, AB775895, and AB824019.
RK was a research fellow supported by the Japan Society for Promotion of Sciences (JSPS; no. 210528). NY was supported by grants from the Tula Foundation (Centre for Microbial Diversity and Evolution at the University of British Columbia) and the Canadian Institute for Advanced Research, Program in Integrated Microbial Biodiversity (CIfAR IMB program). This work was supported in part by grants from JSPS awarded to RK (no. 24870004), YI (no. 21370031, 23117006) and TH (no. 23405013, 23247038), and by CIfAR IMB program support to AGBS. Work carried out in AJR’s laboratory was supported by grant MOP-62809 from the Canadian Institutes of Health Research. AJR acknowledges support from the Canada Research Chairs Program and the CIfAR IMB program.
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