- 1Genomic Microbiology, Institute of General Microbiology, Kiel University, Kiel, Germany
- 2Max Planck-Genome-Centre Cologne, Max Planck Institute for Plant Breeding Research, Cologne, Germany
- 3Department of Biology, Dalhousie University, Halifax, NS, Canada
Ferredoxins are iron–sulfur proteins essential for a wide range of organisms because they are an electron transfer mediator involved in multiple metabolic pathways. In phytoplankton, these proteins are active in the mature chloroplasts, but the petF gene, encoding for ferredoxin, has been found either to be in the chloroplast genome or transferred to the nuclear genome as observed in the green algae and higher plant lineage. We experimentally determined the location of the petF gene in 12 strains of Thalassiosira covering three species using DNA sequencing and qPCR assays. The results showed that petF gene is located in the nuclear genome of all confirmed Thalassiosira oceanica strains (CCMP0999, 1001, 1005, and 1006) tested. In contrast, all Thalassiosira pseudonana (CCMP1012, 1013, 1014, and 1335) and Thalassiosira weissflogii (CCMP1010, 1049, and 1052) strains studied retained the gene in the chloroplast genome, as generally observed for Bacillariophyceae. Our evolutionary analyses further extend the dataset on the localization of the petF gene in the Thalassiosirales. The realization that the petF gene is nuclear-encoded in the Skeletonema genus allowed us to trace the petF gene transfer back to a single event that occurred within the paraphyletic genus Thalassiosira. Phylogenetic analyses revealed the need to reassess the taxonomic assignment of the Thalassiosira strain CCMP1616, since the genes used in our study did not cluster within the T. oceanica lineage. Our results suggest that this strains’ diversification occurred prior to the ferredoxin gene transfer event. The functional transfer of petF genes provides insight into the evolutionary processes leading to chloroplast genome reduction and suggests ecological adaptation as a driving force for such chloroplast to nuclear gene transfer.
Introduction
Diatoms are widely recognized as some of the most ecologically successful eukaryotes on the planet (Armbrust, 2009), accounting for approximately 40% of the global net primary production (Nelson et al., 1995; Field et al., 1998). Although diatoms are widely investigated, the reason for their immense success is still not fully understood. The ecological success of diatoms has often been attributed to their functional plasticity allowing them to dominate in very diverse environments, from nutrient-rich coastal areas to Fe-depleted, high-nutrient, low-chlorophyll (HNLC) oceanic regions (Strzepek and Harrison, 2004). Iron (Fe) is known to limit the growth of diatoms in large areas of the oceans (Moore et al., 2004; Boyd et al., 2007), notably in (HNLC) regions where in situ Fe addition experiments have triggered large diatom blooms (Chisholm et al., 2001; Boyd et al., 2007). Although genetic adaptation can manifest itself on various levels, part of the adaptation mechanism in Thalassiosira oceanica (a diatom extremely tolerant to Fe-limitation) is related to the tight regulation of the stoichiometric composition of the components of the photosystem I (PSI) and II (PSII) and the intermediate electron carrier proteins (Strzepek and Harrison, 2004). Ferredoxin, as the first electron acceptor and an Fe-containing enzyme, will therefore play an important role in regulating the redox poise of the chloroplast electron transfer chain (Hanke and Mulo, 2013). In addition to the plasticity in T. oceanica’s photosynthetic architecture allowing a reduction in the Fe-rich PSI relative to PSII, replacement of cytochrome C6 with plastocyanin, a protein that does not contain Fe (Peers and Price, 2006), allows for further reduction in the cellular Fe quota. Similarly, the replacement of the Fe-containing protein PetF by flavodoxin (Fld1A) was observed in many diatoms in Fe-limited growth conditions (LaRoche et al., 1995; McKay et al., 1997).
While the evolutionary origin of plastid in photosynthetic eukaryotes has been firmly attributed to primary endosymbiosis of a cyanobacterium (Martin et al., 2002; Kleine et al., 2009), the complex plastids of diatoms and many other microalgae result from the secondary endosymbiosis of eukaryotic red algae harboring functional plastids (Archibald, 2009; Zimorski et al., 2014). Massive transfer of genetic content from the ancestral plastid genome to the host genome (termed endosymbiotic gene transfer) characterized the evolution following the endosymbiosis event resulting in major genomic modifications of both the nuclear and plastid genomes. In fact, the photosynthetic apparatus of diatoms involves more than 700 genes coordinated by the plastid and nuclear genomes. However, modern chloroplast genomes host only about 200 of these genes (Kleffmann et al., 2004). The remaining photosynthetic proteins are encoded in the nuclear genome, synthesized in the cytoplasm and imported in the plastid by complex import systems that have co-evolved with N-terminal targeting sequences (Garg and Gould, 2016). The coordinated regulation of chloroplast and nuclear encoded genes in variable environmental conditions is essential to ensure photosynthetic function. Although transfer events that take place on an evolutionary timescale are generally studied by a comparative genomic approach, experimental studies with transgenic plants have demonstrated that the frequency of gene transfer from the chloroplast to the nuclear genome is higher than previously thought (Stegemann et al., 2003). In diatoms, plastid genome is subject to frequent internal rearrangements (Oudot-Le Secq et al., 2007) that promote the transfer of organelle-encoded genes to the nuclear genome (Martin et al., 2002; Richly and Leister, 2004; Bock and Timmis, 2008; Sheppard and Timmis, 2009; Sabir et al., 2014). Further, the multiple endosymbiotic events together with special features of centromeres in diatoms may have provided an ecologically driven mechanism for remodelling of the chloroplast and nuclear genomes (Diner et al., 2017). In T. oceanica (Husdedt) Hasle & Heimdal CCMP1005 (Sunda and Huntsman, 1995; Strzepek and Harrison, 2004), a species with a true haploid nuclear genome (Lommer et al., 2012), the petF gene encoding for the ferredoxin protein PetF was functionally transferred from the chloroplast to the nuclear genome (Lommer et al., 2010). This is unusual because the petF gene is commonly found in the chloroplast genome of most diatoms including the closely related coastal species Thalassiosira pseudonana and Thalassiosira weissflogii (Grunow) G. Fryxell & Hasle (Gueneau et al., 1998; Lommer et al., 2012). The fact that T. oceanica maintains a higher growth rate under Fe limitation than T. pseudonana and T. weissflogii (Sunda et al., 1991; Maldonado and Price, 1996; Strzepek and Harrison, 2004) is interesting in regard to the petF gene transfer. Furthermore, it was established that the petJ gene, encoding for cytochrome C6, was transferred from the chloroplast genome to the nuclear genome in diatoms and that this transfer happened early in the evolution of diatoms, dating back to the separation between Leptocylindrus and all other diatoms (Ruck et al., 2014). It is speculated that some gene modifications such as deletions, inversions duplication, or other forms of adaptation could be evolutionary responses to environmental stress. For example, the presence of both fld1A and petF protein-coding gene in the nuclear genome may have originated as a response to Fe stress and possibly gave some diatoms an ecological advantage through time. It was also previously hypothesized that the functional transfer of the petF gene may provide T. oceanica an additional advantage to tolerate Fe limitation (Lommer et al., 2010). Here, we used quantitative polymerase chain reaction (qPCR) to determine whether the petF gene transfer to the nuclear genome was generally detectable across all strains of T. oceanica in addition to CCMP1005, for which such a transfer has been confirmed (Lommer et al., 2010). We also investigated whether the petF transfer to the nuclear genome is scattered throughout other isolated strains of the Thalassiosira genus. A common gene transfer at the origin of multiple strains could indicate for a shared benefit for the evolution of Thalassiosira genus. We cultivated and screened five strains of T. oceanica (CCMP0999, 1001, 1005, 1006, and 1616), four of T. pseudonana (CCMP1012, 1013, 1014, and 1335), and three of T. weissflogii (CCMP1010, 1049, and 1052) to determine the localization of the petF gene. The results established that the petF gene transfer is unique to T. oceanica. The experimental approach was complemented by phylogenetic reconstructions including homologs obtained from publicly available databases to extend the number of potential transferred petF genes by considering additional species from Thalassiosirales.
Materials and Methods
Strains and Cultures
A total of 12 strains from three Thalassiosira species (Table 1) were obtained from the National Center for Marine Algae and Microbiota (NCMA formerly CCMP1) and were cultured in sterile f/2 artificial seawater medium (Guillard and Ryther, 1962; Kester et al., 1967; Guillard, 1975). Each strain was cultured in duplicate at its optimal temperature and light conditions (Table 1) and was harvested in late exponential phase reached within 7 to 15 days. Cells were collected by filtration on polycarbonate filters (Durapore® 47 mm, Millipore, Darmstadt, Germany) with pore sizes compatible to the algae’s size. Cells from each filter were resuspended in a small volume of sterile medium and centrifuged at 11,000 rpm for 10 min at 4°C to concentrate the cells in pellets, which were thereafter flash frozen in liquid nitrogen and stored at −80°C until DNA extraction was performed.
Table 1. Tested Thalassiosira strains environmental details (n/a = not available, Env. T = environmental temperature).
Nucleic Acid Extraction
Total nucleic acid was extracted using the DNeasy Plant mini kits from Qiagen® (Qiagen, Hilden, Germany) following the standard manufacturer’s protocol, with minor modifications. Changes to the protocol included a 10-s sonication of the cell pellets following the addition of lysis buffer, the washing step with AW buffer was done twice, and the rinsing step with 500 μl of 96% ethanol was done thrice as recommended to increase yield. DNA was eluted in 250 μl of elution buffer and was finally sheared using a sterile hypodermic needle (30 gauge) attached to a sterile 1-ml syringe. DNA amounts were determined by micro-volume spectrophotometer nanodrop ND-1000 (PeqLab GmbH, Erlangen, Germany) as the mean of triplicate measurements, and quality of the DNA was tested using the automated electrophoresis system ExperionTM DNA-12K analysis kit from Bio-Rad Laboratories (Hercules, California, United States). All samples were kept at −80°C until further analysis.
Quantitative Polymerase Chain Reaction
Gene transfer was assessed by comparing the threshold cycle (Ct) values of reference single-copy genes of known compartmental locations, either chloroplastic or nuclear, with the Ct values of the petF gene (chloroplastic, petFCP; or nuclear, petFNUC). The presence of multiple chloroplasts in Thalassiosira spp. results in multiple copies of chloroplast genomes; and because the chloroplast genome copies are naturally enriched in comparison with the nuclear genome, single-copy chloroplast-encoded genes are easily separated from single-copy nuclear-encoded genes. Single-copy genes located in the nuclear genome of eukaryotic diploid cells are present in two copies per cell, while genes located in the chloroplast genome have several copies.
Quantitative polymerase chain reaction was performed with SYBR green master mix on the ABI Prism® SDS 7000 (Applied Biosystems by Life TechnologiesTM, CA, United States) to determine the location of the gene of interest petF, by comparing its Ct value with single-copy gene of reference. Following our previous work (Lommer et al., 2010), it was established that to accurately determine the location of the petF gene, two reference genes were necessary for comparison. The first selected gene was the translation elongation factor 1 alpha (tef1a), established as a single-copy gene by screening diverse phylogenetically unrelated genomes; this gene has a nuclear location and is used for normalization of the Ct values. The rbcS gene, encoding for the small subunit Ribulose-1,5-bisphosphate carboxylase oxygenase or RuBisCO, was selected as the single-copy chloroplast gene used to characterize the chloroplast location. The 18S rRNA gene was also amplified with general primers for all Thalassiosira strains used in the study to confirm that all strains belonged to the Thalassiosira genus. The qPCR reactions (25 μl) were composed of 12.5 μl of Platinum SYBRgreen® (Invitrogen by Life TechnologiesTM, Carlsbad, CA, United States), 0.5 μl of 10 μM forward and reverse primers each, 6.5 μl of PCR-H2O, and 5 μl of sheared gDNA template. The reactions were carried out with cycling conditions of 2 min at 50°C, 2 min at 95°C, 40 cycles of (15 s at 95°C and 30 s at 60°C), 15 s at 95°C followed by a dissociation stage of 20 s at 60°C, and a final extension of 15 s at 95°C. Triplicates of two independent biological samples per strain and no-template controls were run for each primer pair. The designed primer sets (Primer Express v2.0 by Applied Biosystems by Life TechnologiesTM, Carlsbad, CA, United States) were tested and optimized (Supplementary Table S2; Lommer et al., 2010) to detect these specific genes (amplicon of approximately 100 bp) with high amplification efficiency (>95%). The amplification efficiency of individual primer pairs was evaluated by using the LinReg program2 on amplification curves from assays with equal DNA amounts from diverse Thalassiosira oceanica, Thalassiosira pseudonana, and Thalassiosira weissflogii. Relative gene copy number was assessed using Ct, where each Ct was equal to a two-fold concentration difference. The mean Ct values of triplicate reactions of the two biological replicates at a threshold level of 0.2 were used to compare the values of the gene of interest to the ones of the genes of reference. The petF copy number was compared with the Ct values of either the rbcS or tef1a gene. The Ct values are presented as the mean Ct values of the triplicate values of both biological replicates for each strain studied. To obtain a clear gene location, the gene copy number was calculated by normalizing Ct value from the gene of interest to the Ct values of tef1a and was thereafter used to calculate the relative gene copy numbers with the formula 2ΔCt, where the concentration fold difference is represented by ΔCt = Ct(gene of reference) − Ct(gene of interest) (Pitti et al., 1998; Pelham et al., 2006). The tef1a gene was compared with itself, as it is known to be single-copy gene and thus yielded the standardized value of 1.
petF, 18S, and ITS2 PCR
The petF, 18S rRNA, and internal transcribed spacer (ITS2) regions were prepared for sequencing using standard PCR composed of 2.5 μl of 10× DreamTaq buffer (Fermentas, Life Science, Thermo Fisher Scientific, Waltham, MA, United States), 1.25 μl of dNTP’s 10 mM, 2.5 μl of each 10 mM primers (Supplementary Table S2; Eurofins, Ebersberg, Germany), 0.25 μl of 5 U/μl of DreamTaqTM DNA polymerase (Fermentas, Life Science, Thermo Fisher Scientific, Waltham, MA, United States). Template DNA for petF/18S rRNA gene amplification was 3 μl of DNA template and 13 μl of PCR water, while 1.5 μl of DNA template with 14.5 μl of PCR water was used for the ITS2 amplification. The petF PCR was carried out with cycling conditions of 30 s at 95°C, 30 cycles (30 s at 95°C, 30 s at 53°C for T. oceanica and at 55.8°C for T. pseudonana/T. weissflogii), 15 s at 72°C, and a final extension of 1 min at 72°C. The 18S rRNA gene was amplified as for petF except with an annealing temperature of 53°C for 30 s. The ITS2 regions were treated with modified ITS cycling conditions as described in Kumar and Shukla (2005) with cycling conditions of 10 min at 95°C, 10 cycles (1 min at 95°C and 1 min at 55°C), 1.5 min at 72°C, and 10 min at 72°C. Different primers were used to assure maximum amplification efficiency of each species (Supplementary Table S2). The size of the PCR products was thereafter verified by electrophoresis on a 1.3% agarose gel to assure presence and amplification of the DNA fragment. Positive samples were sequenced.
Sequencing
Standard 3730xl Sanger sequencing (Applied Biosystems by Life TechnologiesTM, Carlsbad, CA) of the petF gene, the 18S rRNA, and the ITS1–5.8S–ITS2 region was carried out (Supplementary Table S2). Consensus sequences of ITS1–5.8S–ITS2 per strain were obtained using SEQUENCHER 5.4.13, MI, United States). Representatives of the Sanger 18S and petF sequences were determined with an automatic approach, as follows: the Sanger raw sequencing results for the 18S and petF were mapped to Thalassiosira reference sequences (18S accessions: AAFD02000029.651044.652838, AGNL01025219.4749.6540, and FJ600728.1.1764; petF accessions: YP_874492.1, YP_009093409.1, and EJK54785.1) via local BLAST (Version: 2.2.28+, also tested with the more recent version 2.10.1+, “blastn -task blastn -e-value 1e-5 -max_target_seqs 1” and “blastx -e-value 1e-5 -max_target_seqs 1” for the 18S and petF, respectively; Altschul et al., 1997); and the first best hit aligned region on each query sequence was extracted. If multiple sequences per species were obtained, they were further combined using the CAP3 assembly tool (Version 02/10/15; Huang and Madan, 1999); the longest resulting sequence exhibiting similarity to one of the reference sequences was picked for phylogenetic reconstructions. In case of petF, the reference sequences were further used to determine the reading frame for translation into amino acid sequences via the EMBOSS transeq tool (Version 6.6.0.0; Rice et al., 2000). The final sequences for phylogenetics are deposited in National Center for Biotechnology Information (NCBI) and have the following accession numbers: MN809232–MN809243 for the ITS1–5.8S–ITS2, MN807452–MN807463 for the 18S, and finally, MN846055–MN846066 for the petF.
Phylogenetics
The PetF protein sequences from the genus Thalassiosira and related species were obtained from the NCBI databases (including target peptide sequences; May 2018; Supplementary Figure S1). The downloaded sequences were used as query for similarity searches to find additional protein homologs of species annotated as Thalassiosirales in the marine microbial eukaryote transcriptome project (MMETSP; Keeling et al., 2014). Best BLAST hits (e-value cutoff 10–10) were extracted to determine candidate homologs and to define a representative protein sequence set. In some cases, amino acids were removed at the end or the beginning as likely incorrectly predicted N- or C-termini as revealed by multiple sequence alignments (see below). Here, we noticed that some protein sequences were not starting with methionine residues, while covering more than the full length of the NCBI Thalassiosira reference sequences (see above). We trimmed them from the start until the occurrence of the first “M” residue. Further, one “X” residue was trimmed from the C-terminus to adjust it to the other sequence ends for the same genus (see Supplementary Figure S1 for details on trimmed residues). Two distinct petF homologs found for Minutocellus polymorphus were discarded because we were not able to differentiate clearly if they represented two diversified gene copies or contamination by another diatom species (accessions: CAMPEP_0197733592 and CAMPEP_0197725580). All sequence alignments were reconstructed using MAFFT tool v7.123b (options: “–maxiterate 1000 –localpair”; Katoh and Standley, 2013). First, the NCBI homologs were aligned, followed by the gradual addition of homologs derived from MMETSP and from the Sanger sequencing via the “–add” and “–addFragments” alignment options, respectively. Finally, phylogenetic trees were produced from alignments using IQ-TREE 1.5.5 with 1,000 non-parametric bootstrap replicates and the ModelFinder function enabled (Inferred model of substitution: WAG+G4; Nguyen et al., 2015). An alternative phylogeny without target peptides was reconstructed after removal of the first 48 alignment columns that were found to cover potential target peptide sequences. The 18S phylogeny of the species sequence set corresponding to the PetF proteins was obtained from the SILVA sequences database (May 2018; Quast et al., 2013) and from sequences provided by the MMETSP project for individual eukaryotic transcriptomes. The 18S of Conticribra weissflogiopsis (accession: KT347147.1.3358) was additionally included because it was found to be the most closely related to the 18S of T. oceanica CCMP1616 as determined by the SILVA webservice “Search and classify” tool (min. identity: 0.95; number of neighbors: 1). Phylogenies for the 18S sequences were reconstructed with MAFFT and IQ-TREE applying the same parameters as for the PetF proteins (inferred model of substitution: TIM3+F+R2). First, the 18S sequences from databases were aligned with the “–maxiterate 1000 –localpair –adjustdirection” options of MAFFT, and Sanger sequencing results were added (MAFFT; options: “–addFragments”). The ITS1–5.8S–ITS2 phylogeny was produced directly from the consensus sequences (inferred model of substitution: HKY+F+G4) with Phaeodactylum tricornutum as the outgroup (accession: EF553458.1). Alignments and phylogenetic trees were uploaded to FigShare (figshare.com; doi: 10.6084/m9.figshare.12783209. To determine if the petF gene is encoded on plastid genomes of other algae, the GenBank annotations of all 2,670 RefSeq plastid genomes (May 2018; O’Leary et al., 2016) were downloaded and searched for petF genes (string search: “gene = PetF”). Algal taxa known to harbor plastids of green algal origin (i.e., ‘Viridiplantae,’ ‘Euglenozoa,’ ‘Rhizaria,’ and ‘Lepidodinium’) were excluded (Supplementary Table S1).
Results
Transfer of petF Gene Was Uniquely Found in the Thalassiosira oceanica Strains
We applied a qPCR assay on multiple strains of three Thalassiosira spp., namely, Thalassiosira oceanica, Thalassiosira pseudonana, and Thalassiosira weissflogii. Examples of the results obtained for petFNUC and petFCP localization are presented in Figure 1 where the petF location is determined by comparing its gene copy number with the gene copy numbers of the nuclear and chloroplast reference genes from the same DNA extract. Details of the location of the petF gene for each strain and associated statistical tests are presented in Table 2. None of the no-template controls run for each strains had a signal. Within T. oceanica, five strains (CCMP0999, 1001, 1005, 1006, and 1616) were tested; and in all strains except CCMP1616, the petF gene copy number corresponded more closely to the copy number of the nuclear gene tef1a rather than to the copy number of the chloroplast-encoded rbcS gene, corroborating transfer to the nuclear genome (Figure 2 and Table 2). In CCMP0999 and 1005, the estimated copy numbers for the petF gene were statistically significantly different than both rbcS and petF gene copy numbers. However, the difference was much greater with rbcS, thus supporting a transfer of the petF gene to the nuclear genome, as demonstrated in Lommer et al. (2010). The qPCR results were not conclusive for T. oceanica CCMP1616 because the gene could not be amplified by any of the primers used for all of the other Thalassiosira strains from this study. The CCMP1616 strain originated from the Mediterranean Sea, whereas the four other strains were isolated from the open waters of the North Atlantic. Based on the qPCR assays, the strains of T. pseudonana (CCMP1012, 1013, 1014, and 1335) and T. weissflogii (CCMP1010 and 1049) were all confirmed to have retained the petF gene in the chloroplast genome (Figure 2 and Table 2). The qPCR assays conducted for T. weissflogii CCMP1052 resulted in petF gene copy numbers that were significantly different to both reference genes; however, the petF and rbcS (chloroplast) relative copy numbers are much higher than the gene copy number of tef1a (nuclear), suggesting that the petF is located in the chloroplast in keeping with the location for this species.
Figure 1. Experimental amplification curves (qPCR) for petF, tef1a, and rbcS genes using whole genomic DNA from (A) Thalassiosira oceanica (e.g., CCMP1006) and (B) Thalassiosira weissflogii (e.g., CCMP1049), demonstrating examples of petF transfer to the nuclear genome and chloroplast genome retention, respectively. (B) Arrowhead of rbcS is pointing at the group of lines slightly to the left, while the petF arrowhead is pointing to the group of lines to the right.
Table 2. petF location status (Status) based on relative copy numbers (Copy #) ±SE and paired two-sample t-test for means Ct values ( Ct) of amplification curves ±SD, where mean Ct values are from triplicate qPCRs of two biological replicates.
Figure 2. Relative gene copy number of the gene of interest petF in comparison with the genes of reference with either a chloroplastic (rbcS) or nuclear location (tef1a). These values were obtained using 2ΔCt ± SE for (A) Thalassiosira oceanica, (B) Thalassiosira pseudonana, and (C) Thalassiosira weissflogii. The standard error on the mean Ct values is overlapping in all the cases where the differences were not significant and is not overlapping when these values are significantly different (Table 2), as expected for such significance and thus confirms the gene location highlighted via qPCR. Amplification for Thalassiosira oceanica CCMP1616 failed with all primers.
Phylogenetic Affiliation of the Thalassiosira Strains
The petF gene transfers determined via the qPCR assays were further analyzed in the context of the phylogenetic relationships within the Thalassiosirales. Maximum likelihood trees of the ITS2 region, the PetF proteins, and the 18S rRNA gene were constructed for each experimentally studied strain and their closely related species. The highly intraspecific discriminating sequences of the ITS2 region were sequenced to provide a more refined classification of the strains within the Thalassiosira genus and to confirm their detailed taxonomic relationship (Amato et al., 2007; Moniz and Kaczmarska, 2009; Sorhannus et al., 2010). Classification on the basis of the ITS2 indicated a clear separation of the three Thalassiosira species studied where T. oceanica and T. weissflogii formed a monophyletic clade (Supplementary Figure S2). However, the ITS2 sequences from strains of the same species were nearly identical and therefore could not be distinguished on the sole basis of the diversity of their ITS2 region. T. oceanica CCMP1616 was the only outlier, which appeared to branch deeply in comparison with the other T. oceanica strains.
The phylogenetic reconstruction of PetF amino acid sequences showed that, with the exception of T. pseudonana CCMP1616 and T. weissflogii CCMP1052, the experimentally cultured strains of T. oceanica, T. pseudonana, and T. weissflogii grouped with petF genes from annotated genome sequences of the corresponding species (Figure 3). Here, we extended our analysis by including additional petF homologs from the genera Thalassiosira and Skeletonema obtained via transcriptome assemblies from the marine microbial transcriptome project (Marine Microbial Eukaryotes Transcriptome Project; MMETSP; Keeling et al., 2014). In the resulting phylogenetic tree (Figure 3), T. pseudonana and T. weissflogii CCMP1052 formed a close monophyletic relationship, albeit without bootstrap value support. Two strains of T. weissflogii were placed next to two database homologs for this species and one other member of Thalassiosirales (Roundia cardiophora). However, branch lengths here were zero, and there was no monophyletic clade that united all of the four taxonomic units of T. weissflogii. One strain of T. weissflogii (CCMP1052) grouped with T. pseudonana, while the T. pseudonana clade itself is a sister group to remaining species of the genus Thalassiosira. The latter comprised a highly supported monophyletic subclade (bootstrap support 92%) containing multiple Skeletonema spp., Thalassiosira spp., and four of the experimentally cultivated T. oceanica strains (CCMP0999, 1001, 1005, and 1006). As expected from the ITS2 phylogenetic tree results (Supplementary Figure S2), the PetF amino acid sequence of T. oceanica CCMP1616 formed a separate branch (Figure 3) from the other T. oceanica strains. The elevated evolutionary rates (i.e., branch lengths) estimated from the tree branch lengths connecting the root with T. oceanica CCMP1616 (0.09 substitutions per site) compared with the branch distance of T. oceanica CCMP1616 to its sister clade comprising the other isolates of T. oceanica and the genus Skeletonema (0.18 substitutions per site) indicate for an evolutionary transition. As previously observed (Groussman et al., 2015), most of the recovered petF transcript homologs of the mixed Thalassiosira–Skeletonema clade coded for a target peptide at the N-terminus (Supplementary Figure S1), indicating plastid-targeted proteins encoded in the nuclear genome and synthesized in the cytoplasm (Gould et al., 2008). Target peptides were not identified for the PetF amino acid sequences of Thalassiosira punctigera or Thalassiosira sp. strain NH16, but their N-termini appeared incomplete as they were derived from transcriptome rather than genome sequences and lacked the methionine start codon. The observed differences in evolutionary rates cannot be explained by the presence or absence of target peptides as demonstrated by another reconstructed PetF phylogeny after removal of alignment columns covering potential target peptide sequences (Supplementary Figure S3). The complete PetF amino acid sequence is short (roughly 100 amino acids long) and on its own not suitable to uncover detailed phylogenetic relationships. To validate the results regarding petF and to obtain a large-scale resolution of the Thalassiosira taxon, an 18S rRNA phylogenetic tree was reconstructed based on sequences obtained from the species and strains used in this study (Figure 4), together with additional species from public databases. The resulting phylogeny showed three distinct and highly supported clades formed by each of the species of interest in our study plus additional species of the order Thalassiosirales. Although the overall 18S rRNA phylogeny resembled that obtained for PetF, the differences in varying branch lengths of the clades were not observed as in the PetF tree. Nucleotide substitutions in rRNA genes and amino acid substitutions in proteins are not expected to behave the same. However, the overall relative branch lengths considering the same clades should be comparable. This suggests that the differences in evolutionary rates observed for trees of the 18S rRNA genes and the PetF proteins were not simply caused by overall difference in genome evolution for the different species compared. Another notable difference between the 18S and PetF topologies was the monophyletic grouping of the additional Thalassiosira species, other than T. pseudonana, T. weissflogii, or T. oceanica. The only sequence not clustering according to its currently assigned taxonomy was T. oceanica CCMP1616. This strain formed a clade with another species (Conticribra weissflogiopsis) within the Thalassiosirales. Although this grouping was not supported by the bootstrap analysis, these results suggest that T. oceanica CCMP1616 is more related to other species within the order Thalassiosirales than to other strains classified as T. oceanica.
Figure 3. Phylogenetic tree of ferredoxin (PetF) protein sequences of experimentally cultured Thalassiosira (colored) where Thalassiosira weissflogii CCMP1052 clusters within the Thalassiosira pseudonana cluster and Thalassiosira oceanica CCMP1616 outside the T. oceanica cluster, resulting in unresolved positions of these strains. Bootstrap values above 70 are presented in this tree, and the outgroup root clade contains Rhizosolenia imbricata, Coscinodiscus radiatus, and Chaetoceros simplex. The ★ symbol marks a putative petF gene transfer event. For details on the sequences added from public databases, see Supplementary Figure S1.
Figure 4. Interspecific phylogenetic tree of genus Thalassiosira based on 18S gene sequences from databases and all experimentally tested strains sequenced (colored) with one clade containing Rhizosolenia imbricata, Coscinodiscus radiates, and Chaetoceros calcitrans as outgroup root. Parametric bootstraps values above 70 are presented at the branches. The ★ symbol marks the putative event of petF gene transfer to the nuclear genome. Further symbols at the tree leaves indicate the availability of evidences on the location of the petF gene considering at least one representative of the same species. T: Target peptide present or absent indicating nuclear or plastid gene location, respectively. C: Gene present or absent from the chloroplast genome annotations indicating plastid or nuclear gene location, respectively. E: Experimentally verified plastid location based on qPCR. Evidences available for Thalassiosira oceanica were not applied to T. oceanica CCMP1616, as it does not form a monophyletic clade with the other strains of the same species. Dashed lines shown for C. calcitrans denote evidences based on a different species of the same genus (=Coscinodiscus radiatus).
petF Genes of Algal Plastid Genomes
All available genome annotations of plastids sequences for petF (RefSeq, May 2018; Pruitt et al., 2012) were searched to find additional petF gene transfer events in the evolution of diatoms and other algae (Supplementary Table S1). Here, we interpreted the absence of the petF gene in the plastid genome as supporting evidence for functional transfer to the nuclear genome. For the 21 diatoms (Bacillariophyta) plastid genomes available for screening, only T. oceanica CCMP1005 lacked a plastid-encoded petF gene (Lommer et al., 2010). Furthermore, we considered the complete 43 species set available for the Stramenopiles taxon with plastid genomes of diatoms and other photosynthetic eukaryotes. In addition to T. oceanica CCMP1005, we found that petF was missing in the plastid genomes of two members of Pelagomonadales (Aureococcus anophagefferens and Aureoumbra lagunensis) as well as in Pleurocladia lacustris. Based on our assumptions on the distinct taxonomic classes assigned to those species (Supplementary Table S1), only the two Pelagophyceae here would form a monophyletic group. All other species share a last common ancestor (LCA) with species from the same class that have a plastid-encoded petF gene. Thus, as we do not expect the petF gene to be transferred from the nucleus to the plastid genome, the most parsimonious explanation for the current observation would lead to at least three independent petF gene transfers (i.e., once in each of the classes Pelagophyceae, Coscinodiscophyceae, and Phaeophyceae). In order to obtain a broader sense on the petF gene location, we searched 146 plastid genomes representing other eukaryotic groups beyond the Stramenopiles taxon; only green plants were excluded as the petF gene is generally known to have been transferred to the nuclear genome (the Plantae Chlorophyta group; Martin et al., 1998, 2002). A petF annotation was not found in any of the plastid genomes of the searched (Supplementary Table S1) Haptophyceae, non-photosynthetic Apicomplexa, two closely related photosynthetic species of Chromerida (Chromera velia and Chromerida sp. RM11), and one species of Rhodophyta (Platysiphonia delicata).
Discussion
Phylogenetic Classification
Our phylogenetic analyses confirm that all of the Thalassiosirales species studied here clustered together in one monophyletic group, supporting one common ancestor within the diatoms (Sabir et al., 2014). Our phylogenetic representations (Figures 3, 4) showed that the Skeletonema genus is nested within Thalassiosira as supported by previous studies (Medlin et al., 1993; Alverson et al., 2007; Chappell et al., 2013; McQuaid et al., 2018), indicating that the genus Thalassiosira is paraphyletic. The branch length between species in the phylogenetic trees presented (Supplementary Figure S2, Figures 3, 4) can be considered to represent genetic differences. While the tree topologies provide contradictory evidences on the exact relationship of the three species (T. pseudonana, T. weissflogii, and T. oceanica), their level of genetic divergence (Figures 3, 4) is congruent with previous demonstration that T. pseudonana and T. weissflogii are more closely related to each other than to T. oceanica (Luddington et al., 2012). This observation coupled with our knowledge of the distinct environmental conditions in which these species are detected (Table 1) reinforces the hypothesis that environmental factors influenced diatom speciation (Whittaker et al., 2012) and were possibly key for speciation in the Thalassiosira genus. The relative branching in the rooted phylogenies (Figures 3, 4) indicates that most strains of T. oceanica share a more recent LCA with the genus Skeletonema (and some additional Thalassiosira species) than the LCA shared with either T. pseudonana or T. weissflogii. Thus, this indicates that the LCA of T. oceanica and the Skeletonema lineage diversified after the LCA shared with T. pseudonana or T. weissflogii. It should be noted that the available genetic information for most species of the genus Thalassiosira is still scarce, and therefore our analyses were limited to the available species, leaving a degree of uncertainty regarding the complete phylogenetic relationship within the genus Thalassiosira.
We question the taxonomic identity of the strain classified as T. oceanica CCMP1616, after the petF gene failed to amplify with the primers used for the other T. oceanica strains (Figure 2). The classification of this strain with the well-established eukaryotic barcoding region ITS2 (Supplementary Figure S2; Coleman, 2003, 2009; Sorhannus et al., 2010; Caisova et al., 2011; Senapin et al., 2011; Whittaker et al., 2012) showed that CCMP1616 is unlikely to belong to the T. oceanica species because it is not part of the highly supported monophyletic T. oceanica clade. The 18S phylogeny further indicates that it instead stands as an independent neighbor of the other Thalassiosira clades, which cluster well according to their assigned species (Figure 4). Instead, our results suggest that the CCMP1616 strain may more likely be affiliated to Conticribra weissflogiopsis. We further compared our results with the 5.8S and ITS phylogenetic trees drawn by von Dassow et al. (2008), confirming that most tested strains formed clusters within their respective monophyletic groups as previously established, except for T. oceanica CCMP1616. Another study also used ITS2 to differentiate shifts in Thalassiosira spp. compositions and identified T. oceanica CCMP1616 as a different species, although it is morphologically similar to T. oceanica (Chappell et al., 2013). The results thus support that T. oceanica CCMP1616 is not part of the T. oceanica monophyletic group and was most likely misclassified (von Dassow et al., 2008). However, only further genomic analysis will reveal whether strain CCMP1616 belongs to T. oceanica or another species.
Gene Transfer
The petF gene is typically found in the chloroplast of the Rhodophyta, Glaucophyta, Cryptophyta, and Bacillariophyceae (diatoms), whereas some other groups, Alveolata, Chlorophyta, and Streptophyta, have this gene in their nuclear genome (Martin et al., 2002; Lommer et al., 2010). The groups with nuclear petF have smaller chloroplast genomes ranging from ∼30 to 100 protein genes versus ≈ ≥ 140 for the ones that retained petF in the chloroplast (Kleffmann et al., 2004; Lommer et al., 2010). This gene content reduction is believed to result from gene loss during gene transfer causing genomic rearrangements or just by the transfer of the genes themselves (Lommer et al., 2010; Leister, 2005). Indeed, when insertion of organellar DNA to the nucleus happens, major restructuring is expected to follow (Timmis et al., 2004; Leister, 2005). Stramenopiles (including Bacillariophyceae) typically have a petFCP. However, it was previously discovered that in T. oceanica CCMP1005, a diatom with the typically large chloroplast genomic content of Stramenopiles (≈ 140 chloroplastic genes), the petF gene was relocated in the nuclear genome and replaced by orf127 in the chloroplast genome (Lommer et al., 2010). It was suspected that the gene transfer may have been facilitated by the intrinsic features of the petFCP gene flanking regions. Large-scale chloroplast genome reduction should also benefit from an improved regulation of the transferred genes (Woodson and Chory, 2008) because it is known that the transfer process could possibly keep the genes in both places, creating a duplicate gene. The latter would raise a more complicated management of gene expression regulation and the protein level control as well (Oudot-Le Secq et al., 2007; Woodson and Chory, 2008). It is speculated that the relocation of petF could be connected to the intermittent regulation and use of fld1A and petF (LaRoche et al., 1995; McKay et al., 1999; Lommer et al., 2010; Whitney et al., 2011). Indeed, when Fe is limited, fld1A is up-regulated in many species of diatoms to support a continued efficient control of electron transfer for photosynthesis (LaRoche et al., 1995). It was demonstrated that gene relocation from the chloroplast to the nucleus increases with environmental stress, particularly with heat in plants (Wang et al., 2012). The association between higher heat and gene transfer is further supported by the suggestion that open chromatin regions, sites where such transfers may happen, have increased accessibility when cells are subjected to temperature stress (Wang and Timmis, 2013). A similar scenario can be envisioned for unicellular algae, especially for diatoms that inhabit marine oligotrophic surface waters subject to stress caused by high light intensities and nutrient limitation. However, this type of plastid-to-nucleus transfer is only possible in organisms containing multiple plastids (Diner et al., 2017). Furthermore, the genomic DNA released by chloroplast lysis is considered a very important source for nuclear genome renewal or adaptation (Lommer et al., 2010; Diner et al., 2017). The genomic analysis of the petF gene transfer in different species is valuable by shedding light on the possible evolutionary processes that such chloroplast-to-nucleus transfers and their regulation imply. Indeed, Woodson and Chory (2008) argued that plastid-to-nucleus gene transfers are advantageous because, when achieved as demonstrated for T. oceanica, they allow simpler genome regulation. The possible logistical challenges of controlling separated genome systems (organellar versus nuclear) by the cell are therefore avoided. The results from the qPCR assays and phylogenetic trees, together with the presence or absence of target peptide in the ferredoxin amino acid sequences, showed that the petF gene of all T. oceanica strains tested (except CCMP1616) was located in the nuclear genome, whereas the petF gene of all tested T. pseudonana and T. weissflogii strains was located in the chloroplast genome. The location of the petF gene in three strains (T. oceanica CCMP1005, T. pseudonana CCMP1014, and T. weissflogii CCMP1052) based on qPCR results was further clarified by the PetF phylogenetic tree that showed that these three strains clustered within their respective group (Figure 3). Further confirming the transfer to the nuclear genomes, the petF genes of several strains within this monophyletic clade (T. oceanica and Skeletonema sp.; Supplementary Figure S1) contained DNA sequences coding for a target peptide needed to target the protein to the chloroplast after it is synthesized in the cytoplasm. Although the full gene sequence for the petF was not available for all of the species we studied, the presence of target peptides in the pre-PetF protein is an additional confirmation of transfer from the plastid to the nuclear genome. Furthermore, mutation rates of nuclear genomes are expected to be at least twice as high as the mutations rates of plastid genomes (Wolfe et al., 1987; Smith, 2015), which is congruent with a recent study on the diatom Phaeodactylum tricornutum (Krasovec et al., 2019).
The increase in the number of amino acid replacements represented by the length of the branches at the beginning of the T. oceanica CCMP1616 branch (with respect to the clade including Thalassiosira punctigera and Thalassiosira sp. strain NH16) suggests that the petF gene transfer happened there (Figure 3). This increased evolutionary rate is congruent with the petF gene relocation to the nucleus. Therefore, the 18S rRNA gene and petF phylogenetic trees support a scenario where the petF gene transfer took place before diversification of the members of this clade from the species of T. oceanica and the genus Skeletonema (Figures 3, 4). In conclusion, we were able to trace the petF gene transfer back in the ancestry of the genus Thalassiosira after speciation from the common ancestors with T. pseudonana and T. weissflogii. The gene arrangement of these two species was reported to represent the ancestry of the Thalassiosirales order (Sabir et al., 2014) and reinforced our findings on the functional transfer of petF. The change in the evolutionary rate further suggests that CCMP1616 diverged prior to the transfer event (Figure 3). Given the basal positioning in relation to the transferred homologs, one could speculate that CCMP1616 may represent an intermediate state, where the petF was transferred to the nucleus but not yet affected by the evolutionary rate of the nucleus. The inclusion of the Skeletonema genus and other species of the genus Thalassiosira in our results strengthens the previous observations on petF being transferred in the Thalassiosira genus and being more ancient than previously reported (Lommer et al., 2010; Lommer et al., 2012). The petF gene was first found to have a nuclear homolog in the Chlorophyta-Plantae group after differentiation from their cyanobacterial ancestor (Martin et al., 1998). We confirm additional independent loss events amongst diatoms and other organism groups. Episodic evolution via multiple loss or independent acquisition is common in diatom adaptation (Theriot et al., 2015; Diner et al., 2017), as also seen with the psb28 gene (Jiroutova et al., 2010). The search in plastid genome annotations (Supplementary Table S1) highlighted the absence of the petF genes from several plastid genomes (Haptophyceae, non-photosynthetic Apicomplexa, Chromera velia, Chromerida sp. RM11, and Platysiphonia delicata). This absence suggests that the petF gene transfer from the chloroplast to the nucleus may have happened several times in evolutionary history. This aspect reinforces the hypothesis that the petF gene transfer occurred following environmental pressure and adaptation to different biogeochemical conditions, e.g., Fe limitation for phytoplankton (Chisholm et al., 2001; Moore et al., 2004; Boyd et al., 2007). In conclusion, these results indicate that although the transfer of petF to the nucleus is not essential to sustain a photosynthetic lifestyle, repeated endosymbiotic gene transfer of the petF supports an evolutionary benefit for photosynthetic eukaryotes.
Organellar DNA transfers were demonstrated to be continuously in progress and more frequent than anticipated (Fujita et al., 2008; Kleine et al., 2009) even if only a handful of research proved such transfer (chloroplast to nucleus in transgenic tobacco plant and mitochondrion to nucleus in yeast (Thorsness and Fox, 1990; Huang et al., 2003; Stegemann et al., 2003). Further evidences showed that high temperature could be the driving condition for functional gene transfer (Wang et al., 2012). Indeed, temperature stress was connected to the increased accessibility of chromatin regions, which were identified as the regions where successful organelle-to-nucleus transfers take place (Wang and Timmis, 2013). In the present Thalassiosira spp. case, the investigated species thrive in two different environmental temperatures. Thalassiosira oceanica grows in warmer water of 22–26°C, as does some Skeletonema species (e.g., Skeletonema costatum and Skeletonema ardens Yan et al., 2002; Kaeriyama et al., 2011), whereas T. pseudonana and T. weissflogii grow in 11–16°C water. This difference, but mostly the increase of temperature initially experienced by T. oceanica and possibly by some Skeletonema species, might have created the type of stress related to the improved accessibility of chromatin. Temperature and the exposition to different Fe concentration could have led to the functional petF transfer in T. oceanica and may have contributed to T. oceanica being remarkably tolerant to low Fe concentration compared with the other two Thalassiosira species studied here (Lommer et al., 2012). The reasons for successful organellar gene transfer are still unknown and need to be further investigated; however, some connections to ecological advantages through evolution are made. This capacity to adapt or even just to acclimate to a new environment will directly influence the composition of marine communities and their effect on the oceanic ecosystems (OceanStudiesBoard, 2010). Diatoms are well known for their ability to adapt successfully to new environmental conditions (von Dassow et al., 2008); and since one of the most successful diatom classes is Thalassiosira (Round, 1990; Kaczmarska et al., 2006), their response to environmental triggers to form great blooms in any oceanic water around the globe must be understood to predict their response to major environmental changes (e.g., ocean acidification and CO2 sequestration).
Conclusion
The present study shows that although the taxonomic assignment of cultured strains within three species of the Thalassiosira genus was confirmed, the taxonomy of the strain CCMP1616 could not be confidently assigned to Thalassiosira oceanica. Within these three closely related species (T. oceanica, Thalassiosira pseudonana, and Thalassiosira weissflogii), only T. oceanica diversified after the functional petF gene transfer from chloroplast to nuclear genome. It also demonstrates that the simple qPCR assay designed for this study is an appropriate tool for determining such gene transfer in closely related species and strains for which complete genome information is not available, thus providing insight into the evolutionary processes of chloroplast genome reduction. Our results showed that the petF transfer did not occur in T. pseudonana and T. weissflogii and confirms that the petF gene transfer happened after the differentiation of these three species. Moreover, additional species of the genus Thalassiosira and the genus Skeletonema expand the species exhibiting nuclear-encoded petF genes. The petF gene transfer occurred only once in the evolution of diatoms, but multiple times considering other closely related photosynthetic lineages. We speculate that the high tolerance of T. oceanica to severe Fe limitation and its ability to grow at higher temperature than other Thalassiosirales may be drivers for such transfer and that elevated temperatures might have increased the accessibility of chromatin, promoting the exchange of DNA as suggested by Wang and Timmis (2013). This hypothesis further supports that the functional transfer of the petF gene to the nuclear genome in T. oceanica may have originated from T. oceanica’s preference for higher temperature, coupled with chronically low Fe concentrations in warm, oligotrophic surface waters.
Data Availability Statement
The datasets generated for this study can be found in the NCBI, MN809232-MN809243 for ITS1-5.8S-ITS2, MN807452-MN807463 for 18S, and MN846055-MN846066 for PetF. Alignments and phylogenetic trees were uploaded to FigShare (figshare.com; doi: 10.6084/m9.figshare.12783209).
Author Contributions
A-SR and JLR designed the experiments conducted by A-SR. CW designed and performed the phylogenetics analyses. All authors analyzed and interpreted the data. A-SR and CW wrote the manuscript with contribution by JLR.
Funding
This work was supported by BMBF project BIOACID (D10/1.1.2) and DFG grant RO3128/6-1 to JLR.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
We thank T. Klüver and B. Weigel for their help with the laboratory culturing of the algae as well as M. Lommer for fruitful discussion about this work. Finally, we would like to acknowledge two reviewers whose comments significantly improved our manuscript.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2020.523689/full#supplementary-material
Supplementary Figure S1 | Peptide homologs showing target peptide at the N-terminus typically found for plastid-targeted proteins encoded on the nucleus. A label indicates if the target peptide is suspected to be present; for sequences 8 & 9 information about the targeting peptide is missing. If protein sequences from public databases were modified for the alignment, the legend exhibits information on the details (See ‘Note:’).
Supplementary Figure S2 | ITS2 phylogenetic tree of experimentally cultured Thalassiosira (colored) with Phaeodactylum tricornutum as outgroup root; where only bootstraps values above 70 are presented.
Supplementary Figure S3 | Phylogenetic tree of ferredoxin (PetF) protein sequences without target peptides where experimentally cultured Thalassiosira strains are colored. Parametric bootstraps values above 70 are presented at the branches. The outgroup root clade contains Rhizosolenia imbricata, Coscinodiscus radiatus, and Chaetoceros simplex. For details on the sequences added from public databases see Supplementary Figure S1.
Supplementary Table S1 | Representation of the petF gene in plastid genomes of algae not considering green plants.
Supplementary Table S2 | Oligonucleotides primers used for qPCR analysis 1 (gray shading) and for Sanger sequencing.
Abbreviations
Ct, threshold cycle; Fe, iron; ITS, internal transcribed spacer; LCA, last common ancestor; petF, ferredoxin; petFCP, chloroplastic genome petF; petFNUC, nuclear genome petF; qPCR, quantitative polymerase chain reaction; rbcS, small subunit of Ribulose-1,5-bisphosphate carboxylase oxygenase or RuBisCO; tef1a, translation elongation factor 1 alpha; iron, Fe.
Footnotes
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Keywords: ferredoxin, gene transfer, Thalassiosira genus, T. pseudonana, T. weissflogii, PETF, T. oceanica, phylogenetics
Citation: Roy A-S, Woehle C and LaRoche J (2020) The Transfer of the Ferredoxin Gene From the Chloroplast to the Nuclear Genome Is Ancient Within the Paraphyletic Genus Thalassiosira. Front. Microbiol. 11:523689. doi: 10.3389/fmicb.2020.523689
Received: 30 December 2019; Accepted: 07 September 2020;
Published: 02 October 2020.
Edited by:
Jackie L. Collier, Stony Brook University, United StatesReviewed by:
Daniel Tamarit, Wageningen University & Research, NetherlandsGwenael Piganeau, UMR7232 Biologie Intégrative des Organismes Marins (BIOM), France
Copyright © 2020 Roy, Woehle and LaRoche. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Alexandra-Sophie Roy, c3JveUBpZmFtLnVuaS1raWVsLmRl; Julie LaRoche, anVsaWUubGFyb2NoZUBkYWwuY2E=