A close-up view on ITS2 evolution and speciation - a case study in the Ulvophyceae (Chlorophyta, Viridiplantae)
© Caisová et al; licensee BioMed Central Ltd. 2011
Received: 26 April 2011
Accepted: 20 September 2011
Published: 20 September 2011
The second Internal Transcriber Spacer (ITS2) is a fast evolving part of the nuclear-encoded rRNA operon located between the 5.8S and 28S rRNA genes. Based on crossing experiments it has been proposed that even a single Compensatory Base Change (CBC) in helices 2 and 3 of the ITS2 indicates sexual incompatibility and thus separates biological species. Taxa without any CBC in these ITS2 regions were designated as a 'CBC clade'. However, in depth comparative analyses of ITS2 secondary structures, ITS2 phylogeny, the origin of CBCs, and their relationship to biological species have rarely been performed. To gain 'close-up' insights into ITS2 evolution, (1) 86 sequences of ITS2 including secondary structures have been investigated in the green algal order Ulvales (Chlorophyta, Viridiplantae), (2) after recording all existing substitutions, CBCs and hemi-CBCs (hCBCs) were mapped upon the ITS2 phylogeny, rather than merely comparing ITS2 characters among pairs of taxa, and (3) the relation between CBCs, hCBCs, CBC clades, and the taxonomic level of organisms was investigated in detail.
High sequence and length conservation allowed the generation of an ITS2 consensus secondary structure, and introduction of a novel numbering system of ITS2 nucleotides and base pairs. Alignments and analyses were based on this structural information, leading to the following results: (1) in the Ulvales, the presence of a CBC is not linked to any particular taxonomic level, (2) most CBC 'clades' sensu Coleman are paraphyletic, and should rather be termed CBC grades. (3) the phenetic approach of pairwise comparison of sequences can be misleading, and thus, CBCs/hCBCs must be investigated in their evolutionary context, including homoplasy events (4) CBCs and hCBCs in ITS2 helices evolved independently, and we found no evidence for a CBC that originated via a two-fold hCBC substitution.
Our case study revealed several discrepancies between ITS2 evolution in the Ulvales and generally accepted assumptions underlying ITS2 evolution as e.g. the CBC clade concept. Therefore, we developed a suite of methods providing a critical 'close-up' view into ITS2 evolution by directly tracing the evolutionary history of individual positions, and we caution against a non-critical use of the ITS2 CBC clade concept for species delimitation.
The second Internal Transcriber Spacer (ITS2) is a fast evolving part of the nuclear-encoded rRNA operon, located between 5.8S and 28S rRNA genes. To obtain mature, functional rRNA molecules, the entire rRNA operon is transcribed as a single precursor rRNA, followed by complex excision processes of both ITS regions [1–3]. Similar to introns and non-transcribed spacer regions, the primary sequence of ITS2 appears highly variable, however, the excision process of the ITS2 RNA transcript (briefly termed'ITS2') requires certain secondary structure motifs, which seem to be conserved across most eukaryotes [4–6]. ITS2 usually folds into a clover leaf-like secondary structure with four helices, two of which show additional sequence/structure motifs that again appear to be essential for successful excision of ITS2 from the precursor rRNA molecule. In contrast to Helix1 and Helix 4, which are highly variable in sequence and length, Helix 2 is more conserved and almost always displays at least one pyrimidine-pyrimidine (UxU, UxC, CxC) mismatch [4, 7]. Helix 3 is usually much longer than the other helices, and its apical region shows high sequence conservation, often including a four nucleotide motif (YGGY) [6, 7]. This motif is close to the crucial cleavage site C2 where the degradation process of ITS2, i.e. the formation of the mature 5.8S and 28S rRNA, is initiated by a hitherto unidentified endonuclease [8–11]. Only in a few eukaryotes the ITS2 apparently deviates from these common features [6, 12], or is absent altogether .
The presence of a stable and functionally important RNA secondary structure can be revealed by comparing homologous positions among different organisms, and searching for non-conserved, but co-evolving nucleotides, which maintain base pairing in the RNA transcript, thus indicating the presence of intra-molecular RNA helices [4, 14, 15]. Generally, RNA helices can retain base pairing by two evolutionary processes, double-sided changes (i.e. co-evolution), and single-sided changes. In the former, a substitution on one side of the helix (e.g. G → C), which would disrupt base pairing, can be compensated by changing the nucleotide at the opposite side (i.e. C → G). The whole double-sided change (G-C → C-G) is called Compensatory Base Change (CBC; [4, 14]). The existence of the non-canonical 'wobble' base pair (G-U), which is thermodynamically stable in RNA molecules, allows even single-sided changes that perfectly retain base pairing, and are accordingly named hemi-Compensatory Base Change (hCBC; e.g. G-U → G-C; [15, 16]).
For two reasons ITS2 is thought to be an excellent marker for molecular phylogenetic studies, especially at lower taxonomic levels. Obviously, the highly divergent and fast-evolving ITS2 can discriminate among closely related organisms, which otherwise display almost identical sequences, e.g. in the conserved rRNA genes. This explains the frequent use of ITS2 for calculation of lower-level phylogenetic trees in many eukaryotic lineages [e.g. [17–23]]. In addition, ITS2 data have been used to predict the ability to interbreed successfully, thereby determining the limits between 'biological' species and populations [20, 24, 25]. The latter approach, introduced by Coleman and coworkers, consists basically of a pairwise comparison of ITS2 secondary structures from closely related organisms, considering only compensatory changes within ITS2 helices. Computing presence/absence of even a single Compensatory Base Change (CBC) in the conserved regions of helices 2 and 3 of ITS2 revealed a correlation with incompatibility/ability to sexually cross [25, 26]. In contrast, changes in the less conserved regions (e.g. in helices 1 and 4) as well as hCBCs in the conserved parts did not correlate with interbreeding ability. Thus, Coleman  defined a group of organisms without any CBC in conserved ITS2 regions (i.e. in helices 2 and 3) as a CBC clade, which is distinguished from other CBC clades by at least one CBC in these regions. In addition, a group of organisms producing compatible gametes that can form zygotes was named Z clade . Although members of different CBC clades apparently always fall into different Z clades, which are isolated by reproduction barriers such as inability of gamete fusion or other pre-zygotic isolation mechanisms, it is still possible that the members of the same CBC clade are unable to mate, and thus fall into two or more Z clades [15, 27]. Moreover, a single CBC clade/Z clade is not necessarily equivalent to one 'biological species', defined by its fertile offspring, because a zygote may be unable to develop further due to post-zygotic barriers, e.g. failure to perform meiosis. In summary, a CBC clade corresponds to one or more Z clades, which itself may contain one or more 'biological' species.
Most described species have been defined solely on the basis of structural characters, and may be labeled 'morphospecies'. What is the relation of CBC clades, Z clades, and 'biological' species to previously described morphospecies? Unfortunately, no general rule can be applied here, as e.g. previously recognized by Coleman . As one extreme case, morphologically identical organisms, classified as a single taxonomic species, represent one CBC clade containing multiple Z clades (e.g. Chlamydomonas allensworthii  or are a composite of several CBC clades and even more Z clades (e.g. Pandorina morum . We may designate such cases cryptic species complexes (= type C in ). At the other extreme, morphologically diverse organisms, classified as different species or even genera, can successfully interbreed, and then belong to the same Z clade as well as CBC clade (e.g. Hawaiian silverswords - Argyroxipium, Dubautia, Wilkesia ; and genera of the Altingiaceae - Liquidambar, Altingia ), and may be regarded as hybridization events (= type A in ).
It has nevertheless been concluded that among potential mates, increasing ITS2 divergence is correlated with decreasing potential for mating and zygote formation . Since there is no obvious functional link between ITS2 sequence and the process of gamete fusion, the observed correlation between CBCs and inability to cross has been explained by either similar or faster evolutionary rates of genes that control gamete interactions, compared to the rate of CBC-type changes in conserved ITS2 regions [25, 26].
Therefore, it appears necessary to study the evolution of CBCs in paired ITS2 regions during recent and ancient diversification processes, and to estimate the frequency of these events in relation to mating barriers and the origin of new species. Regarding the first aspect, it is currently unclear whether CBCs usually evolve via two simultaneous changes on both sides of a helix, or instead represent the sum of two changes that occurred at different times, either as a series of two consecutive hCBC-type substitutions, or involving a non-paired intermediate state. It is further unknown whether CBC/hCBC rates and frequencies are similar throughout ITS2 helices, or whether these parameters are unequally distributed among ITS2 base pairs due to CBC/hCBC hotspots or CBC/hCBC silencing. Finally, regarding the importance especially of ITS2 CBCs for molecular taxonomic concepts, it appears surprising that the phylogeny of CBC-type changes usually plays no role in such analyses, whereas in other phylogenetic and taxonomic investigations, application of cladistic principles, i.e. strict distinction between plesiomorphic and apomorphic character states, is a commonality. In fact, CBCs are mostly visualized phenetically, i.e. as a pair-wise comparison between sister species [e.g. [20, 21, 32–35]]. Similarly, the homoplasy background of CBC-type substitutions in ITS2, i.e. presence of reversals, parallelisms, and convergences, has not been analyzed so far.
In the present contribution, we investigated these questions in detail, selecting the green algal order Ulvales (Ulvophyceae, Chlorophyta) as a case study. The Ulvales provide (1) many available ITS2 and 18S rDNA sequences, (2) data from crossing experiments, (3) morphological and taxonomic diversity, and (4) distribution over freshwater, brackish, and marine habitats. We reconstructed a consensus ITS2 secondary structure for the Ulvales, and introduced a new numbering system based on positional homology. By mapping all evolutionary changes that occurred in ITS2 helices across the investigated Ulvales, we found that CBC clades mostly do not correlate with the level of 'biological' species, and are often paraphyletic assemblies (here named CBC grades) rather than genuine monophyletic (holophyletic) clades. Furthermore, our analyses revealed CBCs and hCBCs as clearly independent evolutionary processes, which only rarely occurred in the same ITS2 base pairs, largely characterized different branches in the phylogenetic tree, and displayed different homoplasy background levels. In particular, we found no evidence that would support the hypothesis that CBCs evolved through two consecutive hCBCs.
Folding methods for ITS2
Using another tool for ITS2 secondary structure generation, i.e. 4SALE [39, 40] combined with the ITS2 Database III , resulted in conflicting folding patterns for different taxa, and the only common feature among these folds was the presence of four helices (Additional file 1). However, these helices were often generated from non-homologous sequence regions, and thus could not be compared across taxa. A check of 'template models' from the ITS2 Database III revealed only a few ulvophyte ITS2 folds that, except for some discrepancies in Helix 3, corresponded to our consensus secondary structure model (e.g. ITS2 of Ulva fasciata; Additional file 1). Although most other 'template models' of ulvophytes showed a correctly folded Helix 2, the remaining helices contained several folding errors, as is obvious from clearly homologous sequence motifs in non-comparable secondary structural placements (see Additional file 1).
Consensus secondary structure model of ITS2
The ITS2 showed only moderate length variation across the Ulvales, ranging from 171 (uncultured Urospora AJ626846) up to 205 (Acrochaete sp. EF595429) or 235 nucleotides (Kornmannia; see below). The high degree of secondary structure conservation allowed the unambiguous alignment of most ITS2 positions, and generation of a consensus secondary structure model of the ITS2 in the Ulvales (Figure 1). This model included a variability map, i.e. all positions were classified into different categories: (1) 100% conserved nucleotides, (2) highly conserved positions with only one unique change within the Ulvales, (3) moderately conserved positions with 2-5 changes, (4) variable positions with > 6 changes, (5) expansion segments (regions without length conservation, e.g. terminal loops of helices), and (6) specific insertions, i.e. positions that were present in only some taxa. In addition, comments in Figure 1 provide an overview about taxonomic entities with unique evolutionary changes (categories 2, 3), and with ITS2 length variations (categories 5, 6).
Within the Ulvales, five ITS2 regions were well conserved in primary sequence and secondary structure: (1) the first 2-3 base pairs of Helix 1, (2) the spacer between Helix 1 and Helix 2, (3) the basal part of Helix 2, containing 10 base pairs, (4) the spacer between Helix 2 and Helix 3, and (5) the apical part of Helix 3 (excluding the terminal loop) covering ca. 18-23 base pairs (Figure 1A). The remaining ITS2 motifs, including Helix 4 and the apical part of Helix 1, were much less conserved.
One major subclade of the Ulvales, encompassing the families Capsosiphonaceae and Gomontiaceae (often referred to as Acrosiphonaceae and Ulothrichaceae, respectively) was characterized by an even higher conservation of ITS2 positions, and therefore, a separate consensus secondary structure model was designed for these two families (Figure 1B). Among these families, the consensus model revealed high conservation for several ITS2 regions, which were rather variable among other Ulvales, e.g. the complete Helix 3 (compare Figure 1A and 1B).
One genus, Kornmannia, was exceptional due to the presence of an additional helix, located between Helix 3 and Helix 4, and an unusually long Helix 4 (Figure 1C).
Introduction of a numbering system for ITS2 positions
The ITS2 consensus structure diagram (Figure 1A) provided the opportunity to introduce a novel numbering system of ITS2 nucleotides for unambiguous positional descriptions of base pairs, CBCs, hCBCs, and indels. Figure 1A revealed 129 homologous characters that were present in all Ulvales investigated here. These 129 'universal' characters served as the backbone of the new numbering system. In contrast, non-universal positions (variability categories 5 and 6 in Figure 1A) were labeled with subscript numbers (1, 2, 3...) combined with the 5' -preceding 'universal' nucleotide number (see Figure 1A). For example, 'universal' nt 7 at the 5´end of Helix 1 is followed by two non-universal nucleotides that were present only in Ulvaria and the U. lactuca clade, and these positions were named 71 and 72 (Figure 1A). The additional helix unique for Kornmannia was labeled in the same way (Figure 1C). As universal position number 'one', we arbitrarily designated the first moderately conserved (i.e. category 3) nucleotide of ITS2, since the 5'-end region was non-conserved in sequence and length (labeled 1-1, 1-2 ... 1-6 in Figure 1A).
ITS2 and 18S rDNA phylogeny of the Ulvales
Although both phylogenies cannot be directly compared, the absence of conflicting branching patterns suggested that the phylogenetic signal in ITS2 was sufficient to resolve most relationships among the Ulvales correctly. Among basal branches (family and genus levels) we observed almost no conflict case (exception: Pseudoneochloris). However, overall support values differed considerably between 18S rDNA and ITS2 phylogenies owing to the lower number of aligned ITS2 characters - all basal branches of families gained high support by 18S rDNA data, whereas the corresponding branches in the ITS2 phylogeny were usually non-supported (Additional file 2, Figure 2). The only exception was the family Ulvaceae that gained high support by ITS2 also. At the genus and species level, several possible cases of conflict between 18S rDNA and ITS2 analyses were observed, e.g. relationships among the genera Acrochaete, Umbraulva, Ulvaria and Percursaria. However, a reliable comparison between these phylogenies was not possible due to the non-congruent taxon sampling, and some likely misidentified taxa or presence of contaminations (e.g. 'Blidingia minima' as a member of the family Capsosiphonaceae or Acrochaete spp. growing on 'Umbraulva japonica' as an epiphyte in Figure 2).
Compensatory Base Changes (CBCs) and hemi-Compensatory Base Changes (hCBCs)
All 38 CBCs and 51 hCBCs, including the homoplasious changes, were mapped upon the phylogenetic tree inferred from the ITS2 sequences comparisons (Figures 2, 3), and were assigned to 24 and 41 clades/branches, respectively (colored in Figures 2, 3) where they evolved (the total number of tree branches is: 105 [Figures 2, 3]). Interestingly, CBCs and hCBCs were distributed over both terminal and internal branches on the tree (Figures 2, 3).
CBC clades and CBC grades
For CBC clade-based concepts of species delimitation, either Helix 3 alone (the relatively conserved 30 base pair region in proximity to the GGU motif; ) or the relatively conserved regions of helices 2 and 3 [e.g. ] have been considered as essential. A group of organisms characterized by the absence of any CBCs in these conserved pairing regions of ITS2 has been defined as a CBC clade sensu Coleman [, page 6]. In total 15 H2+3_CBCs were found in the Ulvales (comprising 50 currently accepted species ) and were assigned to 11 branches/clades flagged by blue/red colors in bold in Figure 2. All 15 H2+3_CBCs and their appropriate branches were analyzed for matching the CBC clade definition sensu Coleman . In summary, only two of the 15 H2+3_CBCs were mapped on species-branches within species-rich genera (Acrochaete heteroclada, A. viridis; Figure 2).
Furthermore, it has been revealed that four of 11 branches defined monophyletic CBC clades that differed from all 'outgroup' taxa by the presence of at least one H2+3_CBC (clades shaded in pink in Figure 2; e.g. Monostroma, Acrosiphonia). Other major clades were also characterized by H2+3_CBCs, but contained nested subclades that again gained novel synapomorphic H2+3_CBCs. In these cases, the nested (monophyletic) subclades formed genuine CBC clades, whereas the remaining taxa (major clade minus nested CBC clades) formed non-monophyletic assemblies of organisms, which were not distinguished by any CBC-type difference in helices 2 and 3 (shaded in orange or green colors in Figure 2). In other words, we found the majority of the Ulvales within non-monophyletic groups that clearly failed to meet the classical definition of CBC clades (see above). Because the term CBC clade is restricted to ITS2 clades (i.e. monophyletic lineages) lacking of any H2+3_CBCs among its members , we herein introduce the term 'CBC grade' (orange color in Figure 2), defining a non-monophyletic assemblage of organisms without any H2+3_CBC among its members. Four of five CBC grades were differentiated from all non-members by at least one H2+3_CBC, i.e. delineated from derived taxa (= nested CBC clades) as well as 'outgroup' taxa. As an example, all Ulvaceae to the exclusion of the derived members Acrochaete heteroclada and A. viridis (37 taxa in Figure 2) represented a single paraphyletic CBC grade, well differentiated from other Ulvales by three H2+3_CBCs, and from A. heteroclada and A. viridis by one H2+3_CBC, respectively. Similarly, the Kornmanniaceae formed a CBC grade to the exclusion of Kornmannia, which itself formed a terminal CBC clade.
As an exception, one of the CBC grades [Capsosiphonaceae + Gomontiaceae excluding three nested CBC clades (Acrosiphonia, Monostroma, Collinsiella ) and one nested CBC grade (Gloeotilopsis clade + Ulothrix zonata; Figure 2), 20 taxa marked in green background in Figure 2] was devoid of any synapomorphic CBC in the ITS2 helices. These 20 taxa shared plesiomorphic character states for all ITS2 base pairs in the conserved regions of helices 2 and 3, and represented a 'plesiomorphic CBC grade', merely united by absence of any synapomorphy of the H2+3_CBC type.
CBCs, hCBCs, branch lengths and evolutionary rates
To correlate the frequency of CBCs and hCBCs in ITS2 helices with the evolutionary rates of the branches where they occurred [measured by branch lengths (evolutionary steps), considering base-paired positions exclusively], these parameters were recorded for all 105 branches in the ITS2 phylogeny (Figure 2) and plotted as diagrams (Additional file 6). The majority (79% for CBCs, 58% for hCBCs) of shorter branches (lengths of up to nine evolutionary steps) lacked any CBC and/or hCBC, and thus showed non-compensatory changes exclusively (base pair ⇔ non-pair). Thus, branch lengths appeared neither strictly correlated with the number of CBCs, nor hCBCs. However, when only those branches with one and two CBCs were considered, the number of CBCs seemed weakly correlated with branch lengths up to about 13 evolutionary steps (Additional file 6A). Among the long branches (lengths > 13), the relation to CBCs was unclear due to the low sampling (only three branches), and the 'exceptional' long branch of Bolbocoleon without any CBC. Only the remaining two long branches (Ulvaceae and Kornmannia) showed the highest observed numbers of CBCs (four, respectively), indicating some correlation with branch lengths. This correlation, however, appeared non-linear but instead resembled a hyperbolic saturation curve. To analyze saturation, we calculated the CBC vs. branch length ratio (CBC_R, considering only branches with > 0 CBCs), and clearly found negative correlation between CBC_R (blue squares in Additional file 6A) and branch lengths. As an example, all four evolutionary steps that constituted the short branch of Gloeotilopsis sp. ACOI co-evolved as two CBCs (CBC_R 100%), whereas in Kornmannia, only eight out of 21 (CBC_R 38%) evolutionary steps made up four CBCs.
Regarding hCBCs, the relation to branch lengths was unclear due to the generally low number of hCBCs per branch, i.e. mostly one, rarely two (only seven branches), or three (only Bolbocoleon, Additional file 6B). Among clades with > 0 hCBCs, the hCBC vs. branch length ratio (hCBC_R) was similarly decreasing between the short branches (hCBC_R 33-100%, for branch lengths up to three) and the longer branches where hCBC_R approached 4.8% for Kornmannia (one hCBCs vs. 21 evolutionary steps; blue squares in Additional file 6B), again indicating saturation.
Evolutionary relationship between CBCs and hCBCs, and their parallelisms, convergences, and reversals
When CBCs and hCBCs were mapped upon clades/branches of phylogenetic trees using an exhaustive synapomorphy search, their occurrence was clearly non-correlated with each other (compare Figures 2 and 3). Only 11 branches shared CBCs + hCBCs (branches in blue + red, respectively), whereas 12/29 branches displayed CBCs/hCBCs exclusively (branches in red/green in Figures 2, 3 respectively). Branches with exclusive CBC support (red branches in Figure 2) represented eight terminal branches as well as four internal divergences. Similarly, their hCBC counterparts (green branches in Figure 3) were distributed over 11 terminal and 18 internal branches.
As a result, the homoplasy background underlying CBC-type changes differed profoundly from homoplasy frequences found for hCBCs in the Ulvales. Regarding parallelisms, 16 of 38 total CBCs (42%) evolved as parallelisms, occurring in seven ITS2 base pairs (PAR 1-7), whereas among all 51 hCBC, 38 (75%) represented parallelisms in 14 ITS2 pairs (hPAR 1-14; Additional file 4). The much higher homoplasy level of hCBCs was also mirrored by the remaining homoplasy types. Among the reversals, only two cases of the CBC-type were found, which both occurred in the same highly variable base pair in Helix 1 (8/11; REV 1-2, Additional file 4). In contrast, we found six hCBCs that represented reversals towards the ancestral character state (hREV 1-6; Additional file 4). We even found a twofold switch between ancestral and derived character states via hCBC-type reversals. As a synapomorphy in base pair 58/118, C-G changed to U-G in the genus Ulva, followed by a reversal in one major Ulva subclade (U-G ⇒ C-G = hREV 2) and a more recent second reversal in U. californica AB280867 (C-G ⇒ U-G = hREV 3; Figure 3, Additional file 4). Notably, convergences were confined to the CBC category exclusively, and occurred three times in two ITS2 base pairs (CONV 1-3; Figure 5 and Additional file 4).
Addressing individual base pairs in Figure 6 revealed even more than a non-correlation between CBCs and hCBCs - actually, co-occurrence of CBCs and hCBCs in the same base pair was exceptional. In the Ulvales, only seven base pairs displayed CBCs + hCBCs (pink), whereas 27 pairs either evolved exclusively via CBCs (12, blue) or exclusively via hCBCs (15, red in Figure 6).
In the present contribution we developed a suite of methods to gain 'close-up' insights into ITS2 evolution that may guide future studies of ITS diversification in general. Therefore, we propose a general strategy for studies of ITS evolution and phylogeny, starting with the minimal requirements of the data set. ITS sequences differ from most other molecular markers by their low primary sequence and length conservation, and only the common intra-molecular folding pattern of their RNA transcripts, i.e. their secondary structure, allows comparative investigations. The correctly folded secondary structure is fundamental not only for improving the alignment [43–48], but also for building the alignment itself (especially in case of variable markers such as ITS2) as well as for identifying and detecting synapomorphies. In fact, the secondary structure is a prerequisite for all conclusions derived from the phylogenetic analyses. Even with many available sequences, deciphering the 'genuine' secondary structure is a demanding procedure, since the initial secondary structure folding process of a single ITS2 sequence (e.g. via MFold) often yields several alternative folds, and must be performed with ITS2 sequences from as many closely/distantly related taxa as is possible, to select the common folding pattern, substantiated by occurrence of CBCs and hCBCs [4, 49]. To simplify this analysis, an alternative, standardized procedure has been developed in which a novel ITS2 sequence is automatically compared to > 110.000 sequences in the ITS2 Database III with known secondary structures as a reference [46, 50]. However, for selected ITS2 sequences of the Ulvales, we obtained clearly false folding patterns using the ITS2 Database III. This is especially surprising since the authors described their criteria for how to evaluate the quality of secondary structure models, e.g. presence of four helices with conserved helix length distribution, and a UGGU motif near the 5' site apex of Helix III . However, some of the artificial 'reference' ITS2 structures of the Ulvales were in conflict with these criteria. Moreover, even structures that comply with the standards may often represent artifacts, as shown here for the Ulvales. As a conclusion, the time-consuming manual approach to identify the common ITS2 secondary structure for a selected group of organisms as done here cannot be abbreviated by a semi-automated procedure without significant loss of accuracy.
Fortunately, the ITS2 sequences of the order Ulvales proved to be an almost ideal model for comparative structural and phylogenetic studies. These sequences were unusually well conserved in length, and contained many, almost invariable sequence motifs, which allowed high-quality alignments. Sequence conservation allowed integration of more than 80 ITS2 sequences of the Ulvales, which together represented five families, within a single alignment - so far a unique case in the algae where an ITS2 data set is usually confined to a single family or genus. Furthermore, most ITS2 folds (using MFold or RNAstructure) spontaneously favored the same overall secondary structure, which corresponded well with already known ITS2 features in other green algae [4, 6]. Hallmarks of this common secondary structure, as e.g. the start/end of the four helices, and the spacers between helices, could easily be related to highly conserved sequence motifs in the ITS2 alignment. Even the most highly divergent ITS2 regions that were not alignable by manual sequence comparison showed excellent secondary structure conservation that allowed an unambiguous alignment across all Ulvales, except for the apical parts of the four helices. In consequence, each column in the alignable ITS2 regions represents a single homologous character, which applies not only for the paired positions but also for single-stranded spacer and internal loop regions.
To achieve an Ulvales-wide system to identify and number ITS2-nucleotides as a statement of positional homology, all unambiguously aligned positions were either classified as 'universal', i.e., present across all Ulvales, or 'non-universal', i.e. existing in only some Ulvales and thus being subject to insertion/deletion events. Only the first group of nucleotides were given 'universal' position numbers (1-129), allowing a clear nomenclature of e.g. ITS2 base pairs. These universal positions covered the whole range between invariable, moderately variable, and highly variable characters. To specify the conservation status of individual positions, usually a majority rule consensus is generated across the taxa investigated, e.g. a character that is G in 80 out of 100 taxa is termed '80% conserved' [4, 16, 52]. Here, we instead used the absolute number of changes in the evolution of a given character as a more appropriate measure of its degree of conservation. As an example, both positions of base pair 29/32 changed only once in the evolution of the Ulvales in the common ancestor of a taxon-rich family, the Ulvaceae. Thus, by simple majority rule consensus these characters would be regarded as 'less than 55% conserved', whereas our evolutionary measure (one change) clearly reveals their high conservation.
Following clarification of homology, universality, nomenclature, and the degree of variation of ITS2 characters, summarized in consensus secondary structure diagrams, all character state changes (substitutions) of each position could be investigated in detail to deduce the rules under which ITS2 evolved towards its current diversity. As a method, the previously developed synapomorphy search procedure  automatically generated a complete inventory of all substitutions of ITS2 positions within the Ulvales, and in addition, precisely identified the branches in the phylogenetic tree where these substitutions occurred. Since the most interesting questions regarding ITS2 evolution are related to the paired positions in the double-stranded helices, the resulting list of single-character evolutionary changes was analyzed manually to trace the evolution of all known base pairs for (1) co-evolution by maintaining base pairing via CBC, and (2) single-sided changes retaining pairing via hCBC. The result of this screen is an overview of all recent CBC- or hCBC-type changes underlying terminal branches, as well as changes that characterize basal divergences in the phylogeny of the Ulvales. Especially the latter point marks a difference to other studies where ITS sequences of extant taxa are compared without consideration of evolutionary changes that led to these sequences [53–55].
Are CBC frequencies proportional to the overall sequence divergence? To analyze this question, previous investigators [56, 57] plotted the ITS-distances between pairs of extant taxa against the number of CBCs, and found similar relations: CBC-frequencies (maximally 8-9 CBCs) are increasing from low to medium distance values, while for highly diverging pairs of sequences the number of CBCs is relatively small, indicating saturation. Surprisingly, this distribution was analyzed by linear regression methods and then characterized as 'linear proportional relation' . In the present study, synapomorphy searches revealed all CBCs, and precisely identified the branches on which they occurred. These data allowed a phylogenetic rather than a statistical approach, i.e. by plotting CBC frequencies versus the length (determined for paired sites only) of the respective internal or terminal branch. For the Ulvales, we also found a saturation-type relation between CBC frequencies and branch lengths, with the CBC vs. branch length ratio (CBC_R) being negatively correlated with branch lengths. In their study on Myrtaceae , the authors assumed 'unobserved' substitutions for the distant sequence comparisons, i.e. reversals, as one reason for the low number of observed CBCs, and also noticed that CBCs actually occur at relatively few sites in ITS molecules. We fully confirmed the latter phenomenon - out of 45 'universal' base pairs in ITS2, only 19 pairs underwent CBC-type changes throughout the entire order Ulvales. In other words, the limited number of sites that can per se evolve via CBCs may be the major reason for the unexpectedly low number of CBCs in divergent branches or taxa. As an example, the long branch of Kornmannia (21 substitutions), which could theoretically involve up to 10 CBCs, actually shows CBCs at only four sites. As an alternative explanation for the observed saturation in divergent branches or taxa, a high rate of 'unobserved' CBCs may be assumed, i.e. CBCs, which were immediately reverted towards the ancestral state. However, the synapomorphy analysis/mapping approach performed here allowed precise quantification of CBC-type reversals throughout the Ulvales: among 38 CBCs, we found only two reversals. Therefore, it appears very unlikely that high rates of 'unobserved' CBCs contributed to CBC saturation in the Ulvales. All these data suggest that CBCs represent a complex evolutionary process, which at higher divergence levels is constrained by available sites in ITS2 rather than depending simply on overall sequence divergence.
It is usually assumed that a CBC cannot evolve by two simultaneous substitutions, given the low evolutionary rates of most paired positions in ITS2 [57, 58]. Instead, a CBC may have evolved by two single-sided changes within a short time, and usually, the 'wobble' pair (G-U) is assumed as intermediate, suggesting the series A-U ⇔ G-U ⇔ G-C that represents two consecutive hCBCs [58–64]. As an alternative scenario, the intermediate stage may comprise mismatching nucleotides (e.g. A-U ⇔ AxC ⇔ G-C). Although the '2x hCBC → CBC' scenario seems attractive, it only applies for one case of CBC (A-U ⇔ G-C), and not to any of the remaining observed CBC categories (e.g. A-U ⇔ U-A/U-G/C-G). A popular approach to address this question is to determine frequencies of the respective changes. In the Ulvales, hCBCs of the A-U ⇔ G-U type as well as the G-U ⇔ G-C type were observed at high numbers, suggesting that in fact CBCs may have evolved via two subsequent hCBC-steps. However, such a summarizing view of overall substitution rates, which is often applied as the only source of evidence [e.g. ], can be misleading for two reasons. First, these hCBCs may have occurred at different positions (see below), and second, even if these hCBCs referred to the same ITS base pair, they may have evolved independently in organisms that do not form a phyletic series. In fact, our synapomorphy analysis readily revealed that almost all pairs of hCBCs, which could theoretically form a 2-step CBC, occurred in different ITS2 positions, and already this spatial separation within the ITS2 molecule makes any causal relation between CBCs and hCBCs highly unlikely. Only in a single case, both hCBCs required for a full 2-step CBC mapped upon the same ITS2 position in Helix 1 (Figure 7). However, the respective taxa were unrelated to each other, highlighting that both hCBCs emerged as independent evolutionary events that did not converge towards a CBC. The simple formula 2x hCBC → CBC can at best be regarded as an exceptional scenario, which, however, could not be demonstrated in the Ulvales. In contrast to the misleading conclusions derived from statistical methods, the specific reconstruction of the phylogenetic history of ITS2 base pairs via synapomorphy analysis resolved this question.
Are CBCs and hCBCs equally distributed over ITS2 positions, or can one recognize distinct positional preferences? In fact, only seven pairs in the entire ITS2 molecule displayed both CBCs and hCBCs, whereas all remaining pairs appeared 'specialized' to either category of change. Already this simple observation is difficult to reconcile with the notion that the majority of CBCs followed a '2x hCBC → CBC' pathway.
Taken together, a hCBC appears to be a stable substitution, suggesting that the 'wobble' pair (G-U) is not at a disadvantage compared with 'canonical' base pairs [63, 65, 66]. In other words, when a canonical pair underwent a hCBC that lead to G-U, there was no selection pressure in favor of an immediate second hCBC restoring a canonical pair. In the Ulvales, we found similar preferences for both directions of hCBCs: 23 hCBCs of the canonical → 'wobble' pair type, and a comparable number (28) of the 'wobble' → canonical pair type. Comparisons of models of RNA sequence evolution, using ITS data from angiosperms, also suggested absence of strong selection against non-canonical base pairs [57, 64]. Interestingly, the evolutionary behavior of the 'wobble' pair is strongly biased in the Ulvales: we observed only a single hCBC of the G-U/U-G → A-U/U-A type, versus 27 hCBC in the G-U/U-G → G-C/C-G categories. A similar bias has been reported for some angiosperm families [57, 64]. It seems attractive to explain such a bias in substitution rates by unequal frequencies of G-C/C-G (31/32%) and A-U/U-A pairs (8/7% in the Ulvales), as e.g. done by . However, this conclusion is illegitimate (see below), and we favor another explanation, regarding functional constraints underlying a 'wobble' pair (for specific features of G-U, see [e.g. [66–69]]. The thermodynamic stability of A-U/U-A is more or less comparable to G-U/U-G, whereas the G-C/C-G pairs contribute much more to the stability of a helix [58, 66, 70, 71]. Thus, G-U/U-G → A-U/U-A changes may be comparatively neutral compared to G-U/U-G → G-C/C-G changes, which may be under positive selection in the Ulvales. As a suggestion, exchanges towards G-C/C-G pairs could improve ITS2 folding stability  when an organism is undergoing specialization to habitats with higher temperatures, and perhaps, the fast-evolving hCBC pathways (G-U/U-G → G-C/C-G) allow rapid ecological adaptation processes, in contrast to two-step CBC-type changes.
How did double-sided CBCs in ITS2 actually evolve? We favor a 2-step scenario that involves a non-pair as a short-living intermediate, i.e. N-N → N×N → N-N. In contrast to the '2x hCBC → CBC' scenario, this pathway holds for all CBC categories (22; blue arrows in Figure 7). At least for base pairs under functional constraints, it should be assumed that any spontaneous single-sided substitution leading to a non-pair is disadvantageous, with impaired ITS2 folding and excision characteristics . This event will usually lead to strongly reduced fitness or even extinction of the mutant genotype [65, 72]. Alternatively, mutants may escape extinction by intragenomic rRNA homogenization, which reverts the mutation and thus restores ITS2 functions and fitness . With respect to extant organisms, extinction of mutants as well as rRNA homogenization processes cannot be readily investigated. However, we may be able to recognize selection against non-pairs in the double-stranded backbone of ITS2 helices, by comparison of non-compensating changes (N-N ⇔ N×N) versus overall frequencies of CBCs and hCBCs . In fact, disruption of pairs (N-N → N×N) and restoration of pairing (N×N → N-N) both occurred at much lower frequencies (ca. 19 and 10 cases, respectively, within the Ulvales; uncertain cases in highly variable pairs were ignored) than CBCs and hCBCs (38 and 51 cases, respectively). Several of the conserved pairs even evolved exclusively by compensating changes, without any non-pairs. In the apical part of Helix 3, however, we found a few 'exceptional' positions that were almost universally paired, but evolved towards non-pairs within suprageneric clades (e.g. pair 79/101) or even whole families (pairs 68/109 - Ulvaceae, 75/105 - Kornmanniaceae and Bolbocoleonaceae, 84/97- Ulvaceae). How is it possible that the mismatch status remained stable over long periods of time? All these 'exceptional' non-pairs are surrounded by several conserved pairs, which, we suspect, in combination lead to strong thermodynamic stability of this helix . Therefore, a few isolated non-pairs in Helix 3 do apparently not reduce fitness and viability of the respective organisms, since e.g. the three families listed above belong to the ecologically most successful green algae in marine and coastal environments [42, 76].
Our data regarding Helix 2 provide the strongest evidence of selection against mismatch pairs - among 10 universal base pairs, nine were invariably double-stranded in all Ulvales and evolved exclusively by CBCs and hCBCs. Only the most variable pair 30/31 located just before the expansion region showed a few cases of mismatch. It should be noted that the two- dimensional shape of Helix 2 is regarded as a highly conserved 'hallmark' of the ITS2 core structure, i.e. a basal stem comprising about five base pairs, followed by a short internal loop (bulge) consisting of 1-2 pyrimidine-pyrimidine mismatches, and an apical stem+loop region [4, 43]. Experimental changes of this secondary structure by mutagenesis leads to failure in ITS2 excision at the transcript level, and especially, introduction of even one additional non-pair in the stem region is sufficient to prevent efficient pre-RNA processing . This corresponds well with our investigations in the Ulvales - such a change is perhaps not viable. However, only the basal pair of Helix 2 is invariant in the order, whereas all remaining pairs evolved at moderate rates, and - except pair 30/31 - lacked changes that interrupt base pairing. Although it might initially seem paradoxical, we assume that especially in these cases CBCs may have originated via non-paired intermediate steps, which in most cases were rapidly eliminated by natural selection (extinction). As a rare event, a lethal mismatch pair regained the essential base pairing by a second substitution, which must have occurred within a short time frame. As an example, the C-G → G-C CBC in pair 23/38 in Helix 2 may have evolved via short-living CxC or GxG mismatch state.
To substantiate our hypothesis that in ITS2 CBCs and hCBCs follow different evolutionary rules, we further investigated their homoplasious changes, i.e. parallelisms, convergences, and reversals. Fortunately, the problem to distinguish these three types of homoplasy was readily achieved by our approach of direct mapping of all substitutions in ITS2 base pairs, in contrast to indirect statistical methods, e.g. calculating a homoplasy index [15, 18]. As a first insight, parallelisms seem to be the most frequent case of homoplasy in ITS2, followed by reversals and convergences. Interestingly, parallelisms and especially reversals occurred much more frequently in the hCBC category. Considering the only slightly higher number of hCBCs (51) versus CBCs (38), we observed twice the number of parallelisms (38 versus 16), and even a threefold increase of hCBC-type reversals (6 versus 2; Figure 6). The remaining homoplasy category, i.e. convergence, shows the opposite tendency: we found five cases of CBC-type convergences, but no such event among hCBCs (Figure 6). This appears surprising, since there are only two possible pathways for hCBC-type convergences (A-U → G-U ← G-C, and U-A → U-G ← C-G), and most of these individual substitutions happened rather frequently (Figure 7). However, all these individual substitutions referred to different base pairs in ITS2, and therefore did not contribute to any hCBC-type convergence. What is the reason for the higher rate of CBC-type convergences? The explanation may be the higher number of possible pathways, since every base pair can directly originate via CBCs from four other pairs (Figure 7). As an example, A-U can theoretically evolve from G-C, U-A, U-G, or C-G. Notably, all these changes were found in the Ulvales (Figure 7) and in some cases referred to the same ITS2 position, thus leading to the observed CBC-type convergences (Additional file 4).
Since CBCs and hCBCs showed clear positional preferences (see above), it is not surprising that their homoplasies are also spatially separated in the ITS2 molecule. Among 17 homoplasious positions, only two showed CBC- as well as hCBC homoplasies (Figure 6). Interestingly, the most conservative regions of the ITS2, i.e. the conserved parts of Helix 2 and 3, were both characterized by very low frequencies of CBC-type homoplasies accompanied by unusually high rates of hCBC homoplasies (Figure 6). This phenomenon might explain why several authors have restricted their conclusions to (1) these conserved parts of ITS2, and (2) to CBCs. Obviously, most CBCs in the conserved regions are non-homoplasious changes, and thus offer informative molecular signatures, which unambiguously characterize taxa and clades (including CBC clades). In contrast, hCBC are usually considered as taxonomically meaningless (genotypes differing by one hCBC may even be able to mate), and this is mirrored by e.g. elevated homoplasy levels even in the conserved regions, and very high substitution rates.
Can we explain the observed substitution rates of CBCs and hCBCs in the ITS2 with empirical frequencies of the respective base pairs? It might appear logical to assume that a high frequency of a given base pair should correlate with a high rate of substitutions leading to that base pair. Within the Ulvales, G-C and C-G are the most frequently occurring base pairs in ITS2 (31 and 32%, respectively), whereas the four remaining pairs were comparatively rare, each counting for only 7-8% (Figure 7). Assuming a frequency-substitution rate correlation, we should observe the highest substitution rates for 'frequent ⇔ frequent' CBCs (G-C ⇔ C-G), lower rates for 'frequent ⇔ rare' interchanges (e.g. C-G ⇔ U-A), and the lowest substitution rates for the category 'rare ⇔ rare' (e.g. U-A ⇔ A-U). Our data clearly reject such a correlation, and rather show almost complete independence between frequency and substitution rates. For example, a direct 'rare → rare' CBC (U-A → A-U) shows the same rate as C-G → G-C from the 'frequent → frequent' category. Clearly, the highest observed substitution rates were found among the 'frequent ⇔ rare' interchanges, and this holds for the highest CBC-rates (C-G ⇔ U-A) as well as the highest hCBC rates (C-G → U-G, G-U → G-C).
How can we explain that substitution rates are obviously independent of frequencies? First, several base pairs in ITS2 are essential for proper secondary structure folding, and thus are under strict functional constraints. Not surprisingly, several strong G-C and C-G pairs contribute to ITS2 stability, and thus are conserved or even invariant, as shown in the ITS2 secondary structure diagram (Figure 1), explaining the unexpectedly low number of observed changes. However, there is also a general reason why frequencies cannot be correlated with substitution rates - observed frequencies apply to sequences of extant taxa only, whereas substitution rates refer to ancient as well as recent evolutionary changes. This means, that a single early occurring change, mapped upon a deep branch in the phylogenetic tree, will affect several descendent taxa and will thus considerably influence the base pair frequency distribution among recent taxa. In contrast, a recent substitution, mapped upon shallow or terminal branches, changes the base pair frequency of only few or even single taxa, with almost no effect on the observed overall frequencies.
As an example, in the Ulvales and also in angiosperms , the 'wobble' pairs G-U/U-G display much higher substitution rates with G-C/C-G than with A-U/U-A (see above).  argued that this bias in substitution rates is simply the result of the several fold higher frequencies of G-C/C-G versus A-U/U-A. For the above-mentioned reasons, this argument is inconclusive, and we instead propose functional constraints under adaptive processes as a possible explanation for the observed bias (see above).
What is the significance of ITS2 for taxonomy and species definition in the Ulvales? So far, the ITS2 molecule has only rarely been used as marker for phylogenetic analyses in the Ulvales, except in studies of single genera (Acrochaete - ; Acrosiphonia - ; Blidingia - [e.g. [79, 80]]; Collinsiella/Monostroma - ; Gloeotilopsis - ; Ulva - [e.g. [23, 83–88]]; Ulvaria - ; Urospora - . As a first surprise, ITS2 proved to be well alignable across the entire order due to its high structural conservation and low sequence length divergence, and thus allowed reconstructions of the phylogenetic branching pattern even above the level of the sampled families. To test whether the ITS2 tree is accurate, it was compared with a phylogeny derived from 18S rDNA data that covered a similar, albeit not identical, set of taxa, and this comparison revealed only a few conflicting branching patterns (see Results). Thus, ITS2 is an exceptionally informative phylogenetic marker in the Ulvales (see also ), especially with respect to the relatively low number of alignable positions, and in future should be analyzed in combination with congruent data sets of other genes.
However, the most spectacular evolutionary aspect regarding ITS2 concerns its potential to predict sexual compatibility (intercrossing) among closely related organisms, thereby defining the level of 'biological' species. One of the most recent proposals is that any CBC in the ITS2 is informative, and when two ITS2 sequences differ by at least one CBC, they likely represent two species . Although the predicted ITS2 secondary structure in the Ulvales shows a high degree of conservation, we found it very difficult, sometimes impossible or at least subjective to align the highly variable regions (red circles surrounded by green line in Figure 1). Applying the proposal by Müller et al. , variations in ITS2 lengths (as is observed in many taxa) would automatically result in the recognition of more species, an untenable situation. We therefore favour the more conservative proposal by Coleman [25, 26] which refers to the presence of at least one CBC between two organisms in the conserved regions of ITS2 predicting a failure to sexually cross, i.e. these organisms represent two different species. Ideally, CBCs should have evolved at (1) approximately the same rate in sister lineages, and (2) at approximately the same or slightly slower rates than genes that control gamete compatibility. As a consequence, the 'first' CBCs should appear at about the same time, associated with shallow divergences in the phylogenetic tree, and should define several parallel clades (CBC clades sensu Coleman) that might correspond to 'biological' species. In this scenario, those branches where 'first' CBCs occurred could be connected by a single vertical line as e.g. shown in a cartoon phylogenetic tree . In the Ulvales, we found that none of these 'ideal' assumptions is fulfilled.
Clearly, many 'first' CBCs in the Ulvales are not associated with shallow branches at the level of 'biological' species, but instead mapped upon deep divergences representing the levels of genera, families, or even higher taxonomic levels. Only a few taxonomic species were equivalent to single CBC clades, e.g. Collinsiella tuberculata. Most CBC clades (sensu Coleman) within the Ulvales are therefore based on deep-branching CBCs, and each of them contains up to about 30 taxonomic species in several genera. Analysis concentrating on the ITS2 region of the Volvocaeae revealed a remarkable correspondence between CBC clade, Z clade and species (e.g. Gonium pectorale), . Is it, therefore, possible that each of these comprehensive CBC clades in fact represents only a single species, containing a diverging population of several morphotypes that are still able to cross? Unfortunately, the crossing capability of most species of the Ulvales analyzed here has not been investigated, but the limited evidence available may already address this question. Species of Ulva are well separated from each other by gametic mating barriers, as e.g. studied in detail for the same strains of U. ohnoi, U. reticulata and U. fasciata that were investigated here . These three species form one of many subclades within the large CBC clade sensu Coleman that includes the entire genus Ulva as well as most other members of the family Ulvaceae. Further observations regarding morphological organization [e.g. [76, 93–100]], ultrastructural characterization - e.g. presence/absence of scales on zoospores/aplanospores/gametes [82, 101–113] and type of habitat e.g. [42, 76] in other Ulvales lead to the same conclusion. For example, the macroalgae Protomonostroma (foliose, marine) and Capsosiphon (tubular thallus, marine), as well as the branched filamentous Chamaetrichon (square-shaped scales on zoospores, freshwater) and several unbranched filamentous microalgae (e.g. Urospora, no scales, marine) are not differentiated by a CBC in the highly conserved regions of helices 2 and 3.
In summary, genes controlling gamete compatibility as well as genes involved in structural differentiation apparently evolved much faster than most CBCs in the ITS2 of the Ulvales.
The scattered, non-synchronous distribution of CBCs has another, unexpected consequence. Several major CBC clades, which are based on ancient CBC events, contain nested CBC clades that originated by more recent CBCs. Thus, only the latter category is monophyletic, whereas the major CBC clades, deeply rooted in the phylogenetic tree, usually form paraphyletic groupings, here termed CBC grades. In the Ulvales, only a few taxa fall into one of the four 'genuine' CBC clades, whereas most taxa are distributed among five comprehensive CBC grades. In other words, the absence of a CBC in the highly conserved regions of helices 2 and 3 does not imply the presence of a monophyletic group nor is indicative of a close relationship (i.e. at the species level) among the taxa that share this trait. It remains to be determined whether non-synchronization of 'first' CBCs and thus predominance of CBC grades is a special feature of the Ulvales, or is widely distributed among eukaryotes.
Mapping all CBCs on the phylogenetic tree is the only method to distinguish between 'genuine' CBC clades and CBC grades. Coleman  already mapped CBCs in helices 2 and 3 of ITS2 upon the phylogeny of Pandorina isolates, similar to our approach, and to our knowledge this is still the only published reference. Although most members of Pandorina analyzed formed CBC (monophyletic) clades, the tree revealed the presence of CBC grades that contained isolates which are less closely related to each other than isolates that are excluded from the grade - because of the presence of a specific CBC (e.g. PmU879 + PmNoz3923/PmKiev). Unfortunately, ITS2 comparisons including CBC-concepts are commonly performed in a more simple way, i.e. by pairwise comparison between two taxa [e.g. [22, 34, 53, 54, 114–118]]. This 'phenetic' approach usually does not consider the phylogenetic history of CBC-type substitutions (plesiomorphic vs. apomorphic), and for different reasons it can lead to wrong conclusions (see Results). In the case of distantly related taxa, pairwise comparison is always impaired by the possibility of homoplasious changes. All homoplasy types (parallelisms, convergences, reversals) can lead to similar or even identical sequences in unrelated organisms. Even in the case of sister taxa, pairwise comparison of ITS2 CBCs is illegitimate unless the character state in their last common ancestor is taken into consideration. The discrepancy between a phenetic vs. a phylogenetic approach was highlighted here for two sister species of Acrochaete (Figure 4). In one base pair located in the conserved part of Helix 2, A. viridis and A. heteroclada seem to differ by a single hCBC only (A-U vs. G-U), resulting from pairwise comparison. However, the ancestral state of this pair in their last common ancestor was G-C, and thus, A. viridis evolved via CBC (G-C → A-U), whereas its sister species differs from the ancestor by one hCBC (G-C → G-U). Phenetic pairwise comparison would therefore predict possible mating ability, whereas the phylogenetic analysis resolves A. viridis as a separate species, likely unable to mate with its sister species.
Our case study in the Ulvales demonstrated several discrepancies in the generally accepted assumptions underlying ITS2 evolution and taxonomic concepts based on ITS2 characters. We hope that this study will stimulate others to investigate ITS2 data in greater detail by directly tracing the evolutionary history of individual characters instead of relying on indirect statistical methods only. As soon as such 'close-up' views on ITS2 evolution are available for other groups of eukaryotes, it may be possible to re-evaluate the significance of ITS2 sequence variations for evolution, taxonomy, and speciation processes in eukaryotes in general.
The present study of the green algal order Ulvales revealed novel and surprising insights into processes underlying ITS2 evolution and the taxonomic significance of ITS2 characters. 1) Many CBC clades sensu Coleman are paraphyletic. The CBC clades sensu Coleman are not stable over time, since later evolving CBCs result in new CBC clades which are nested in their 'parent CBC clades' thus changing the status of the former towards paraphyletic grades, here germed CBC grades. 2) The occurrence of CBCs is not restricted to terminal branches and CBC clades are therefore not indicative of recent speciation events. Instead, mapping of CBCs upon the ITS2 phylogeny reveals spreading of CBCs over both deep and terminal divergences. Most terminal, species-level branches are not associated with CBC events, demonstrating that the genes, which control speciation processes via gametic compatibility evolved considerably faster than the conserved parts of helices 2 and 3 of ITS2. 3) Phenetics can be misleading. Phenetic comparison of ITS2 base pairs between two taxa can lead to false conclusions when the phylogeny of the organisms is ignored. Therefore, it is essential to map CBCs on the phylogenetic tree in order to determine the evolutionary history of the respective base pair, including homoplasious changes. 4) Hemi-CBCs do not contribute to CBCs. Throughout the ITS2 phylogeny of the Ulvales, not a single base pair revealed a CBC that represented a two-fold hCBC event of the pathway U-A ⇔ U-G ⇔ C-G, although the individual hCBC events occurred with high frequencies. As a general conclusion, evolutionary divergences characterized by CBCs are mostly not characterized by hCBC, and vice versa. Similarly, ITS2 positions showing CBC-type changes are usually different from base pairs evolving via hCBCs. We conclude that CBCs likely evolved via short-lived non-paired intermediates.
Although the conclusions of this study were derived from ITS2 data of only a single group of algae (Ulvales, Chlorophyta, Viridiplantae), they may well apply to other eukaryotes. Concepts of species delimitation based on presence/absence of CBCs in ITS2 should be applied only after careful analysis of ITS2 evolution and phylogeny.
Cultures, DNA extraction, amplification and sequencing
The investigated strains (taxa in bold in Additional file 7 and Figure 2) were obtained from Sammlung von Algenkulturen, University of Göttingen, Germany (SAG) , the Culture Collection of Algae at The University of Texas at Austin (UTEX) , the Coimbra Collection of Algae (ACOI) , and the Provasoli-Guillard National Center for Culture of Marine Phytoplancton (CCMP) . Two strains from the Culture Collection of Soil Algae at the Institute of Soil Biology, Czech Republic (ISBAL), Gloeotilopsis paucicellularis ISBAL 177 and Gloeotilopsis sp. ISBAL 1052, have been deposited in the Culture Collection of Algae at the University of Cologne, Germany (CCAC; M3283, M3284)  after purification by isolation of zoospores. Cultures were grown in Waris-H medium  under the following conditions: temperature: 16°C, photoperiod: 14 hours L/10 hours D, and light intensity: 10 - 30 μmol m-2 s-1 (measured by Light Meter Li-Cor, LI-250A)
Total genomic DNA was extracted using the DNeasy Plant Mini Kit (QIAGEN) and subsequently used for gene amplification by polymerase chain reaction (PCR) and direct sequencing , for primers, see Additional file 8. Twelve newly determined ITS2 sequences are available under accession numbers from HE575887 to HE575898 (Additional file 7, taxa in bold).
Taxon sampling and alignments of ITS2 and 18S rDNA
GenBank database searches and Blast queries revealed about 150 published ITS2 sequences belonging to the order Ulvales. Sequences containing obvious data errors as well as redundant and partial ITS2 sequences were excluded. Finally, 74 published and 12 newly determined ITS2 sequences were subjected to manual alignment, using SeaView 4.1 . The alignment was guided by secondary structures of the ITS2 RNA transcripts (see below).
For the 18S rDNA analyses, 74 sequences were selected as guided by the taxon sampling in the ITS2 alignment. 18S rDNA sequences were aligned manually according to the conserved rRNA secondary structure.
Consensus ITS2 secondary structure diagram, variability map and nucleotide numbering system
ITS2 secondary structures of all investigated taxa were predicted by comparing RNA folding patterns of complete ITS2 sequences and, if necessary, of single helices, using MFold and RNAstructure. Both methods usually resulted in several alternative foldings for the same ITS2 sequence. The 'true' folding pattern corresponded to the secondary structure model of , and was well supported by CBCs and hCBCs, revealed by comparisons among related taxa. To obtain a consensus secondary structure of ITS2 including a variability map, a majority rule consensus sequence at 70% threshold level was calculated via SeaView 4.1 from the ITS2 alignment, and manually displayed as an ITS2 secondary structure diagram (Adobe Illustrator). For each position, the variability category, i.e. the total number of evolutionary changes, was determined by loading sequence data and a ML treefile with PAUP 4.0b10 , selecting the Parsimony optimality criterion, and using the 'Describe trees' command with the 'list of changes' option. In addition, expansion segments with length variations across taxa as well as 'non-universal' insertions characterizing only single taxa were specially marked (see Figure 1). 129 'universal' positions, which were unambiguously aligned and present in all Ulvales, were used to introduce an ITS2 nucleotide numbering system (see Results).
Four different methods were performed for phylogenetic analyses: Maximum Likelihood (ML), Distance (Neighbor Joining, NJ), Maximum Parsimony (MP), and Bayesian analyses (MrBayes). The appropriate model of sequence evolution including model parameters was calculated using Akaike Information Criterion (AIC) with ModelTest 3.7 , and resulted in GTR+G as the best model for the ITS2 data set and in GTR+I+G for 18S rRNA analyses. These models were used for all analyses in this study except MP. Analyses were calculated by PAUP 4.0b10 (ML, NJ, MP) and MrBayes 3.1.2 . Tree topologies were gained by heuristic searches under the ML criterion, starting with trees obtained by sequential taxon addition or by NJ. 100 ML bootstrap replicates were constrained towards 3000 rearrangements per replicate. MP and NJ bootstrap analyses (1000 replicates) were not constrained.
For Bayesian analyses, two MCMC chains with 2000000 generations were used and 65000 generations were discarded as 'burn in' after estimation with Tracer 1.4 ; convergence indicated by a standard deviation between the two MCMC chains below 0.05. Bootstrap values below 50% as well as Bayesian posterior probability below 0.95 were omitted. To determine simple branch lengths (i.e. number of evolutionary steps), we opened ITS2 data and the ML tree of the ITS2 analysis in PAUP, selected the MP criterion (character state optimization: 'DELTRAN'), and displayed the tree by using the 'show branch lengths' option. By excluding all non-paired positions from the alignment, branch lengths referred to double-stranded positions only.
Mapping of synapomorphic CBCs, hCBCs, and non-compensating substitutions
In order to trace all ITS2 substitutions in the phylogeny of the Ulvales, we applied a modified synapomorphy search. The ITS2 alignment was reduced towards paired (double-stranded) positions, opened with PAUP together with the ML tree file, and screened for synapomorphies as described previously [52, 130]. In the resulting 'list of synapomorphies', every character was investigated separately using the 'show reconstructions' option, irrespective of whether it evolved in a homoplasious (e.g. with convergent changes) or non-homoplasious manner. For every change in a given position, the paired position (according to the consensus structure diagram, Figure 1) was screened for presence/absence of a compensatory base change.
This study was supported by the University of Cologne. We would like to thank Ing. Alena Lukešová, CSc. for providing strains M3283, M3284, and an anonymous reviewer for valuable comments on the manuscript.
- Pöll G, Braun T, Jakovljevic J, Neueder A, Jakob S, Woolford JL, Tschochner H, Milkereit P: rRNA maturation in yeast cells depleted of large ribosomal subunit proteins. PLoS One. 2009, 4 (12): e8249-10.1371/journal.pone.0008249.PubMedPubMed CentralView ArticleGoogle Scholar
- Thomson E, Tollervey D: The final step in 5.8S rRNA processing is cytoplasmic in Saccharomyces cerevisiae. Molecular and Cellular Biology. 2010, 30 (4): 976-984. 10.1128/MCB.01359-09.PubMedView ArticleGoogle Scholar
- Zakrzewska-Placzek M, Souret FF, Sobczyk GJ, Green PJ, Kufel J: Arabidopsis thaliana XRN2 is required for primary cleavage in the pre-ribosomal RNA. Nucleic Acids Research. 2010, 38 (13): 4487-4502. 10.1093/nar/gkq172.PubMedPubMed CentralView ArticleGoogle Scholar
- Mai JC, Coleman AW: The internal transcribed spacer 2 exhibits a common secondary structure in green algae and flowering plants. Journal of Molecular Evolution. 1997, 44 (3): 258-271. 10.1007/PL00006143.PubMedView ArticleGoogle Scholar
- Joseph N, Krauskopf E, Vera MI, Michot B: Ribosomal internal transcribed spacer 2 (ITS2) exhibits a common core of secondary structure in vertebrates and yeast. Nucleic Acids Research. 1999, 27 (23): 4533-4540. 10.1093/nar/27.23.4533.PubMedPubMed CentralView ArticleGoogle Scholar
- Coleman AW: Pan-eukaryote ITS2 homologies revealed by RNA secondary structure. Nucleic Acids Research. 2007, 35 (10): 3322-3329. 10.1093/nar/gkm233.PubMedPubMed CentralView ArticleGoogle Scholar
- Schultz J, Maisel S, Gerlach D, Müller T, Wolf M: A common core of secondary structure of the internal transcribed spacer 2 (ITS2) throughout the Eukaryota. RNA. 2005, 11 (4): 361-364. 10.1261/rna.7204505.PubMedPubMed CentralView ArticleGoogle Scholar
- Geerlings TH, Vos JC, Raue HA: The final step in the formation of 25S rRNA in Saccharomyces cerevisiae is performed by 5 '-> 3 ' exonucleases. RNA. 2000, 6 (12): 1698-1703. 10.1017/S1355838200001540.PubMedPubMed CentralView ArticleGoogle Scholar
- Côté CA, Greer CL, Peculis BA: Dynamic conformational model for the role of ITS2 in pre-rRNA processing in yeast. RNA. 2002, 8 (6): 786-797. 10.1017/S1355838202023063.PubMedPubMed CentralView ArticleGoogle Scholar
- Fromont-Racine M, Senger B, Saveanu C, Fasiolo F: Ribosome assembly in eukaryotes. Gene. 2003, 313: 17-42.PubMedView ArticleGoogle Scholar
- Babiano R, de la Cruz J: Ribosomal protein L35 is required for 27SB pre-rRNA processing in Saccharomyces cerevisiae. Nucleic Acids Research. 2010, 38 (15): 5177-5192. 10.1093/nar/gkq260.PubMedPubMed CentralView ArticleGoogle Scholar
- Coleman AW, van Oppen MJH: Secondary structure of the rRNA ITS2 region reveals key evolutionary patterns in acroporid corals. Journal of Molecular Evolution. 2008, 67 (4): 389-396. 10.1007/s00239-008-9160-y.PubMedView ArticleGoogle Scholar
- Peyretaillade E, Biderre C, Peyret P, Duffieux F, Méténier G, Gouy M, Michot B, Vivaré CP: Microsporidian Encephalitozoon cuniculi, a unicellular eukaryote with an unusual chromosomal dispersion of ribosomal genes and a LSU rRNA reduced to the universal core. Nucleic Acids Research. 1998, 26 (15): 3513-3520. 10.1093/nar/26.15.3513.PubMedPubMed CentralView ArticleGoogle Scholar
- Gutell RR, Larsen L, Woese CR: Lessons from an evolving rRNA: 16S and 23S rRNA structures from a comparative perspective. Microbiological Reviews. 1994, 58 (1): 10-26.PubMedPubMed CentralGoogle Scholar
- Coleman AW: Comparison of Eudorina/Pleodorina ITS sequences of isolates from nature with those from experimental hybrids. American Journal of Botany. 2002, 89 (9): 1523-1530. 10.3732/ajb.89.9.1523.PubMedView ArticleGoogle Scholar
- Coleman AW: ITS2 is a double-edged tool for eukaryote evolutionary comparisons. Trends in Genetics. 2003, 19 (7): 370-375. 10.1016/S0168-9525(03)00118-5.PubMedView ArticleGoogle Scholar
- Coleman AW, Vacquier VD: Exploring the phylogenetic utility of ITS sequences for animals: A test case for abalone (Haliotis). Journal of Molecular Evolution. 2002, 54 (2): 246-257. 10.1007/s00239-001-0006-0.PubMedView ArticleGoogle Scholar
- Young I, Coleman AW: The advantages of the ITS2 region of the nuclear rDNA cistron for analysis of phylogenetic relationships of insects: a Drosophila example. Molecular Phylogenetics and Evolution. 2004, 30 (1): 236-242. 10.1016/S1055-7903(03)00178-7.PubMedView ArticleGoogle Scholar
- Archibald JK, Mort ME, Crawford DJ, Kelly JK: Life history affects the evolution of reproductive isolation among species of Coreopsis (Asteraceae). Evolution. 2005, 59 (11): 2362-2369.PubMedView ArticleGoogle Scholar
- Coleman AW: Paramecium aurelia revisited. J Eukaryot Microbiol. 2005, 52 (1): 68-77. 10.1111/j.1550-7408.2005.3327r.x.PubMedView ArticleGoogle Scholar
- Ahvenniemi P, Wolf M, Lehtonen MJ, Wilson P, German-Kinnari M, Valkonen JPT: Evolutionary diversification indicated by compensatory base changes in ITS2 secondary structures in a complex fungal species, Rhizoctonia solani. Journal of Molecular Evolution. 2009, 69 (2): 150-163. 10.1007/s00239-009-9260-3.PubMedView ArticleGoogle Scholar
- Mullineux T, Hausner G: Evolution of rDNA ITS1 and ITS2 sequences and RNA secondary structures within members of the fungal genera Grosmannia and Leptographium. Fungal Genetics and Biology. 2009, 46 (11): 855-867. 10.1016/j.fgb.2009.08.001.PubMedView ArticleGoogle Scholar
- Kraft LGK, Kraft GT, Waller RF: Investigations into southern Australian Ulva (Ulvophyceae, Chlorophyta) taxonomy and molecular phylogeny indicate both cosmopolitanism and endemic cryptic species. Journal of Phycology. 2010, 46 (6): 1257-1277. 10.1111/j.1529-8817.2010.00909.x.View ArticleGoogle Scholar
- Fabry S, Köhler A, Coleman AW: Intraspecies analysis: comparison of ITS sequence data and gene intron sequence data with breeding data for a worldwide collection of Gonium pectorale. Journal of Molecular Evolution. 1999, 48 (1): 94-101. 10.1007/PL00006449.PubMedView ArticleGoogle Scholar
- Coleman AW: The significance of a coincidence between evolutionary landmarks found in mating affinity and a DNA sequence. Protist. 2000, 151 (1): 1-9. 10.1078/1434-4610-00002.PubMedView ArticleGoogle Scholar
- Coleman AW: Is there a molecular key to the level of "biological species" in eukaryotes? A DNA guide. Molecular Phylogenetics and Evolution. 2009, 50 (1): 197-203. 10.1016/j.ympev.2008.10.008.PubMedView ArticleGoogle Scholar
- Angeler DG, Schagerl M, Coleman AW: Phylogenetic relationships among isolates of Eudorina species (Volvocales, Chlorophyta) inferred from molecular and biochemical data. Journal of Phycology. 1999, 35 (4): 815-823. 10.1046/j.1529-8817.1999.3540815.x.View ArticleGoogle Scholar
- Coleman AW, Jaenicke L, Starr RC: Genetics and sexual behavior of the pheromone producer Chlamydomonas allensworthii (Chlorophyceae). Journal of Phycology. 2001, 37 (2): 345-349. 10.1046/j.1529-8817.2001.037002345.x.View ArticleGoogle Scholar
- Coleman AW: Biogeography and speciation in the Pandorina/Volvulina (Chlorophyta) superclade. Journal of Phycology. 2001, 37 (5): 836-851. 10.1046/j.1529-8817.2001.01043.x.View ArticleGoogle Scholar
- Baldwin BG, Kyhos DW, Dvorak J, Carr GD: Chloroplast DNA evidence for a North-American origin of the Hawaiian silversword alliance (Asteraceae). Proceedings of the National Academy of Sciences of the United States of America. 1991, 88 (5): 1840-1843. 10.1073/pnas.88.5.1840.PubMedPubMed CentralView ArticleGoogle Scholar
- Wu W, Zhou RC, Huang YL, Boufford DE, Shi SH: Molecular evidence for natural intergeneric hybridization between Liquidambar and Altingia. Journal of Plant Research. 2010, 123 (2): 231-239. 10.1007/s10265-009-0275-z.PubMedView ArticleGoogle Scholar
- Amato A, Kooistra WHCF, Ghiron JHL, Mann DG, Pröschold T, Montresor M: Reproductive isolation among sympatric cryptic species in marine diatoms. Protist. 2007, 158 (2): 193-207. 10.1016/j.protis.2006.10.001.PubMedView ArticleGoogle Scholar
- Casteleyn G, Chepurnov VA, Leliaert F, Mann DG, Bates SS, Lundholm N, Rhodes L, Sabbe K, Vyverman W: Pseudo-nitzschia pungens (Bacillariophyceae): A cosmopolitan diatom species?. Harmful Algae. 2008, 7 (2): 241-257. 10.1016/j.hal.2007.08.004.View ArticleGoogle Scholar
- Pröschold T, Bock C, Luo W, Krienitz L: Polyphyletic distribution of bristle formation in Chlorellaceae: Micractinium, Diacanthos, Didymogenes and Hegewaldia gen. nov (Trebouxiophyceae, Chlorophyta). Phycological Research. 2010, 58 (1): 1-8. 10.1111/j.1440-1835.2009.00552.x.View ArticleGoogle Scholar
- Škaloud P, Peksa O: Evolutionary inferences based on ITS rDNA and actin sequences reveal extensive diversity of the common lichen alga Asterochloris (Trebouxiophyceae, Chlorophyta). Molecular Phylogenetics and Evolution. 2010, 54 (1): 36-46. 10.1016/j.ympev.2009.09.035.PubMedView ArticleGoogle Scholar
- MFold. [http://mfold.rna.albany.edu/?q=mfold/RNA-Folding-Form]
- RNAstructure. [http://rna.urmc.rochester.edu/RNAstructure.html]
- Reuter JS, Mathews DH: RNAstructure: software for RNA secondary structure prediction and analysis. BMC Bioinformatics. 2010, 11: 129-10.1186/1471-2105-11-129.PubMedPubMed CentralView ArticleGoogle Scholar
- 4SALE. [http://4sale.bioapps.biozentrum.uni-wuerzburg.de/]
- Seibel PN, Müller T, Dandekar T, Wolf M: Synchronous visual analysis and editing of RNA sequence and secondary structure alignments using 4SALE. BMC Research Notes. 2008, 1: 91-10.1186/1756-0500-1-91.PubMedPubMed CentralView ArticleGoogle Scholar
- ITS2 Database III. [http://its2.bioapps.biozentrum.uni-wuerzburg.de]
- Index Nominum Algarum [INA]. [http://ucjeps.berkeley.edu/INA.html]
- Goertzen LR, Cannone JJ, Gutell RR, Jansen RK: ITS secondary structure derived from comparative analysis: implications for sequence alignment and phylogeny of the Asteraceae. Molecular Phylogenetics and Evolution. 2003, 29 (2): 216-234. 10.1016/S1055-7903(03)00094-0.PubMedView ArticleGoogle Scholar
- Aguilar C, Sánchez JA: Phylogenetic hypotheses of gorgoniid octocorals according to ITS2 and their predicted RNA secondary structures. Molecular Phylogenetics and Evolution. 2007, 43 (3): 774-786. 10.1016/j.ympev.2006.11.005.PubMedView ArticleGoogle Scholar
- LaRue B, Gaudreau C, Bagre HO, Charpentier G: Generalized structure and evolution of ITS1 and ITS2 rDNA in black flies (Diptera: Simuliidae). Molecular Phylogenetics and Evolution. 2009, 53 (3): 749-757. 10.1016/j.ympev.2009.07.032.PubMedView ArticleGoogle Scholar
- Schultz J, Wolf M: ITS2 sequence-structure analysis in phylogenetics: A how-to manual for molecular systematics. Molecular Phylogenetics and Evolution. 2009, 52 (2): 520-523. 10.1016/j.ympev.2009.01.008.PubMedView ArticleGoogle Scholar
- Trizzino M, Audisio P, Antonini G, De Biase A, Mancini E: Comparative analysis of sequences and secondary structures of the rRNA internal transcribed spacer 2 (ITS2) in pollen beetles of the subfamily Meligethinae (Coleoptera, Nitidulidae): potential use of slippage-derived sequences in molecular systematics. Molecular Phylogenetics and Evolution. 2009, 51 (2): 215-226. 10.1016/j.ympev.2008.11.004.PubMedView ArticleGoogle Scholar
- Keller A, Forster F, Müller T, Dandekar T, Schultz J, Wolf M: Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees. Biology Direct. 2010, 5: (1)-View ArticleGoogle Scholar
- Gutell RR, Lee JC, Cannone JJ: The accuracy of ribosomal RNA comparative structure models. Current Opinion in Structural Biology. 2002, 12 (3): 301-310. 10.1016/S0959-440X(02)00339-1.PubMedView ArticleGoogle Scholar
- Schultz J, Müller T, Achtziger M, Seibel PN, Dandekar T, Wolf M: The internal transcribed spacer 2 database - a web server for (not only) low level phylogenetic analyses. Nucleic Acids Research. 2006, 34 (Supplement 2): W704-W707.PubMedPubMed CentralView ArticleGoogle Scholar
- Wolf M, Achtziger M, Schultz J, Dandekar T, Müller T: Homology modeling revealed more than 20,000 rRNA internal transcribed spacer 2 (ITS2) secondary structures. RNA. 2005, 11 (11): 1616-1623. 10.1261/rna.2144205.PubMedPubMed CentralView ArticleGoogle Scholar
- Marin B, Palm A, Klingberg M, Melkonian M: Phylogeny and taxonomic revision of plastid-containing euglenophytes based on SSU rDNA sequence comparisons and synapomorphic signatures in the SSU rRNA secondary structure. Protist. 2003, 154 (1): 99-145. 10.1078/143446103764928521.PubMedView ArticleGoogle Scholar
- Ruhl MW, Wolf M, Jenkins TM: Compensatory base changes illuminate morphologically difficult taxonomy. Molecular Phylogenetics and Evolution. 2010, 54 (2): 664-669. 10.1016/j.ympev.2009.07.036.PubMedView ArticleGoogle Scholar
- Fawley MW, Fawley KP, Hegewald E: Taxonomy of Desmodesmus serratus (Chlorophyceae, Chlorophyta) and related taxa on the basis of morphological and DNA sequence data. Phycologia. 2011, 50 (1): 23-56. 10.2216/10-16.1.View ArticleGoogle Scholar
- Krienitz L, Bock C, Dadheech PK, Pröschold T: Taxonomic reassessment of the genus Mychonastes (Chlorophyceae, Chlorophyta) including the description of eight new species. Phycologia. 2011, 50 (1): 89-106. 10.2216/10-15.1.View ArticleGoogle Scholar
- Müller T, Philippi N, Dandekar T, Schultz J, Wolf M: Distinguishing species. RNA. 2007, 13 (9): 1469-1472. 10.1261/rna.617107.PubMedPubMed CentralView ArticleGoogle Scholar
- Biffin E, Harrington MG, Crisp MD, Craven LA, Gadek PA: Structural partitioning, paired-sites models and evolution of the ITS transcript in Syzygium and Myrtaceae. Molecular Phylogenetics and Evolution. 2007, 43 (1): 124-139. 10.1016/j.ympev.2006.08.013.PubMedView ArticleGoogle Scholar
- Engelen S, Tahi F: Predicting RNA secondary structure by the comparative approach: how to select the homologous sequences. BMC Bioinformatics. 2007, 8: 464-10.1186/1471-2105-8-464.PubMedPubMed CentralView ArticleGoogle Scholar
- Rousset F, Pélandakis M, Solignac M: Evolution of compensatory substitutions through G•U intermediate state in Drosophila rRNA. Proceedings of the National Academy of Sciences of the United States of America. 1991, 88 (22): 10032-10036. 10.1073/pnas.88.22.10032.PubMedPubMed CentralView ArticleGoogle Scholar
- Tillier ERM, Collins RA: High apparent rate of simultaneous compensatory base-pair substitutions in ribosomal RNA. Genetics. 1998, 148 (4): 1993-2002.PubMedPubMed CentralGoogle Scholar
- Chen Y, Carlini DB, Baines JF, Parsch J, Braverman JM, Tanda S, Stephan W: RNA secondary structure and compensatory evolution - Proceedings of Fukuoka International Symposium on Population Genetics. Genes & Genetic Systems. 1999, 74 (6): 271-286. 10.1266/ggs.74.271.View ArticleGoogle Scholar
- McCutchan TF, Rathore D, Li J: Compensatory evolution in the human malaria parasite Plasmodium ovale. Genetics. 2004, 166 (1): 637-640. 10.1534/genetics.166.1.637.PubMedPubMed CentralView ArticleGoogle Scholar
- Haag ES: Compensatory vs. pseudocompensatory evolution in molecular and developmental interactions. Genetica. 2007, 129 (1): 45-55.PubMedView ArticleGoogle Scholar
- Harrington MG, Biffin E, Gadek PA: Comparative study of the evolution of nuclear ribosomal spacers incorporating secondary structure analyzes within Dodonaeoideae, Hippocastanoideae and Xanthoceroideae (Sapindaceae). Molecular Phylogenetics and Evolution. 2009, 50 (2): 364-375. 10.1016/j.ympev.2008.11.010.PubMedView ArticleGoogle Scholar
- Morosyuk SV, SantaLucia JJr, Cunningham PR: Structure and function of the conserved 690 hairpin in Escherichia coli 16 S ribosomal RNA. III. Functional analysis of the 690 loop. Journal of Molecular Biology. 2001, 307 (1): 213-228. 10.1006/jmbi.2000.4432.PubMedView ArticleGoogle Scholar
- Varani G, McClain WH: The G•U wobble base pair. EMBO reports. 2000, 1 (1): 18-23. 10.1093/embo-reports/kvd001.PubMedPubMed CentralView ArticleGoogle Scholar
- Gautheret D, Konings D, Gutell RR: G•U base pairing motifs in ribosomal RNA. RNA. 1995, 1 (8): 807-814.PubMedPubMed CentralGoogle Scholar
- Mokdad A, Krasovska MV, Šponer J, Leontis NB: Structural and evolutionary classification of G/U wobble basepairs in the ribosome. Nucleic Acids Research. 2006, 34 (5): 1326-1341. 10.1093/nar/gkl025.PubMedPubMed CentralView ArticleGoogle Scholar
- Gagnon MG, Steinberg SV: The adenosine wedge: A new structural motif in ribosomal RNA. RNA. 2010, 16 (2): 375-381. 10.1261/rna.1550310.PubMedPubMed CentralView ArticleGoogle Scholar
- Strazewski P, Biala E, Gabriel K, McClain WH: The relationship of thermodynamic stability at a G•U recognition site to tRNA aminoacylation specificity. RNA. 1999, 5 (11): 490-1494.View ArticleGoogle Scholar
- Xia T, Mathews DH, Turner DH: Thermodynamics of RNA secondary structure formation. Prebiotic chemistry, molecular fossils, nucleosides, and RNA. Edited by: Söll DG, Nishimura S, Moore PB. 1999, New York: Elsevier, 21-47.Google Scholar
- Kern AD, Kondrashov FA: Mechanisms and convergence of compensatory evolution in mammalian mitochondrial tRNAs. Nature Genetics. 2004, 36 (11): 1207-1212. 10.1038/ng1451.PubMedView ArticleGoogle Scholar
- Kimura M: The role of compensatory neutral mutations in molecular evolution. Journal of Genetics. 1985, 64 (1): 7-19. 10.1007/BF02923549.View ArticleGoogle Scholar
- Polanco C, González AI, de la Fuente Á, Dover GA: Multigene family of ribosomal DNA in Drosophila melanogaster reveals contrasting patterns of homogenization for IGS and ITS spacer regions: A possible mechanism to resolve this paradox. Genetics. 1998, 149 (1): 243-256.PubMedPubMed CentralGoogle Scholar
- Dixon MT, Hillis DM: Ribosomal RNA secondary structure: compensatory mutations and implications for phylogenetic analysis. Molecular Biology and Evolution. 1993, 10 (1): 256-267.PubMedGoogle Scholar
- Algaebase. [http://www.algaebase.org/]
- Bown P, Plumb J, Sánchez-Baracaldo P, Hayes P, Brodie J: Sequence heterogeneity of green (Chlorophyta) endophytic algae associated with a population of Chondrus crispus (Gigartinaceae, Rhodophyta). European Journal of Phycology. 2003, 38 (2): 153-163. 10.1080/0967026031000095525.View ArticleGoogle Scholar
- Sussmann AV, Mable BK, DeWreede RE, Berbee ML: Identification of green algal endophytes as the alternate phase of Acrosiphonia (Codiolales, Chlorophyta) using ITS1 and ITS2 ribosomal DNA sequence data. Journal of Phycology. 1999, 35 (3): 607-614. 10.1046/j.1529-8817.1999.3530607.x.View ArticleGoogle Scholar
- Woolcott GW, Iima M, King RJ: Speciation within Blidingia minima (Chlorophyta) in Japan: Evidence from morphology, ontogeny, and analyses of nuclear rDNA its sequence. Journal of Phycology. 2000, 36 (1): 227-236. 10.1046/j.1529-8817.2000.99034.x.View ArticleGoogle Scholar
- Lindstrom SC, Hanic LA, Golden L: Studies of the green alga Percursaria dawsonii (=Blidingia dawsonii comb. nov., Kornmanniaceae, Ulvales) in British Columbia. Phycological Research. 2006, 54 (1): 40-56. 10.1111/j.1440-1835.2006.00407.x.View ArticleGoogle Scholar
- O´Kelly CJ, Wysor B, Bellows WK: Collinsiella (Ulvophyceae, Chlorophyta) and other ulotrichalean taxa with shell-boring sporophytes form a monophyletic clade. Phycologia. 2004, 43 (1): 41-49. 10.2216/i0031-8884-43-1-41.1.View ArticleGoogle Scholar
- Friedl T: Evolution of the polyphyletic genus Pleurastrum (Chlorophyta): inferences from nuclear-encoded ribosomal DNA sequences and motile cell ultrastructure. Phycologia. 1996, 35: 456-469. 10.2216/i0031-8884-35-5-456.1.View ArticleGoogle Scholar
- Blomster J, Maggs CA, Stanhope MJ: Molecular and morphological analysis of Enteromorpha intestinalis and E. compressa (Chlorophyta) in the British Isles. Journal of Phycology. 1998, 34 (2): 319-340. 10.1046/j.1529-8817.1998.340319.x.View ArticleGoogle Scholar
- Tan IH, Blomster J, Hansen G, Leskinen E, Maggs CA, Mann DG, Sluiman HJ, Stanhope MJ: Molecular phylogenetic evidence for a reversible morphogenetic switch controlling the gross morphology of two common genera of green seaweeds, Ulva and Enteromorpha. Molecular Biology and Evolution. 1999, 16 (8): 1011-1018.PubMedView ArticleGoogle Scholar
- Blomster J, Bäck S, Fewer DP, Kiirikki M, Lehvo A, Maggs CA, Stanhope MJ: Novel morphology in Enteromorpha (Ulvophyceae) forming green tides. American Journal of Botany. 2002, 89 (11): 1756-1763. 10.3732/ajb.89.11.1756.PubMedView ArticleGoogle Scholar
- Hayden HS, Blomster J, Maggs CA, Silva PC, Stanhope MJ, Waaland JR: Linnaeus was right all along: Ulva and Enteromorpha are not distinct genera. European Journal of Phycology. 2003, 38 (3): 277-294. 10.1080/1364253031000136321.View ArticleGoogle Scholar
- Shimada S, Hiraoka M, Nabata S, Iima M, Masuda M: Molecular phylogenetic analyses of the Japanese Ulva and Enteromorpha (Ulvales, Ulvophyceae), with special reference to the free-floating Ulva. Phycological Research. 2003, 51 (2): 99-108. 10.1111/j.1440-1835.2003.tb00176.x.View ArticleGoogle Scholar
- Liu F, Pang SJ, Xu N, Shan TF, Sun S, Hu XA, Yang JQ: Ulva diversity in the Yellow Sea during the large-scale green algal blooms in 2008-2009. Phycological Research. 2010, 58 (4): 270-279. 10.1111/j.1440-1835.2010.00586.x.View ArticleGoogle Scholar
- Woolcott GW, King RJ: Ulvaria (Ulvales, Chlorophyta) in eastern Australia: Morphology, anatomy and ontogeny compared with molecular data. Botanica Marina. 1998, 41 (1): 63-76. 10.1515/botm.1998.41.1-6.63.Google Scholar
- Lindstrom SC, Hanic LA: The phylogeny of North American Urospora (Ulotrichales, Chlorophyta) based on sequence analysis of nuclear ribosomal genes, introns and spacers. Phycologia. 2005, 44 (2): 194-201. 10.2216/0031-8884(2005)44[194:TPONAU]2.0.CO;2.View ArticleGoogle Scholar
- Buchheim MA, Keller A, Koetschan C, Förster F, Merget B, Wolf M: Internal transcribed spacer 2 (nu ITS2 rRNA) sequence-structure phylogenetics: towards an automated reconstruction of the green algal tree of life. PLoS One. 2011, 6 (2): e16931-10.1371/journal.pone.0016931.PubMedPubMed CentralView ArticleGoogle Scholar
- Hiraoka M, Shimada S, Uenosono M, Masuda M: A new green-tide-forming alga, Ulva ohnoi Hiraoka et Shimada sp. nov. (Ulvales, Ulvophyceae) from Japan. Phycological Research. 2004, 51 (1): 17-29.View ArticleGoogle Scholar
- Vischer W: Über einige kritische Gattungen und die Systematik der Chaetophorales. Beihefte zum Botanischen Centralblatt. 1933, 51: 1-100.Google Scholar
- Fritsch FE: The structure and reproduction of the algae. 1956, Cambridge, England: Cambridge Univ. Press, 1:Google Scholar
- Whitford LA: Heterodictyon planctonicum L. Whitford and Chlorosaccus fluidus Luther: Further notes and corrections. Transactions of the American Microscopical Society. 1960, 79 (2): 227-229. 10.2307/3224089.View ArticleGoogle Scholar
- Kornmann P, Sahling P-H: Zur Taxonomie und Entwicklung der Monostroma-Arten von Helgoland. Helgoland Marine Research. 1962, 8 (3): 302-320.Google Scholar
- Bliding C: A critical survey of European taxa in Ulvales. Part I. Capsosiphon, Percursaria, Blidingia, Enteromorpha. Opera Botanica. 1963, 8 (3): 1-160.Google Scholar
- Bliding C: A critical survey of European taxa in Ulvales. Part II. Ulva, Ulvaria, Monostroma, Kornmannia. Botaniska Notiser. 1968, 121 (3): 535-629.Google Scholar
- Kornmann P: Advances in marine phycology on the basis of cultivation. Helgoland Marine Research. 1970, 20: (1-4):39-61.Google Scholar
- Kornmann P: Codiolophyceae, a new class of Chlorophyta. Helgoland Marine Research. 1973, 25 (1): 1-13.Google Scholar
- Mattox KR, Stewart KD: Observations on the zoospores of Pseudendoclonium basiliense and Trichosarcina polymorpha (Chlorophyceae). Canadian Journal of Botany. 1973, 51 (7): 1425-1430. 10.1139/b73-178.View ArticleGoogle Scholar
- Moestrup Ø: Ultrastructure of the scale-covered zoospores of the green alga Chaetosphaeridium, a possible ancestor of the higher plants and bryophytes. Biological Journal of the Linnean Society. 1974, 6 (2): 111-125. 10.1111/j.1095-8312.1974.tb00717.x.View ArticleGoogle Scholar
- Moestrup Ø: On the phylogenetic validity of the flagellar apparatus in green algae and other chlorophyll A and B containing plants. Biosystems. 1978, 10 (1-2): 117-144. 10.1016/0303-2647(78)90035-7.PubMedView ArticleGoogle Scholar
- Swanson JA, Floyd GL: Fine structure of the zoospores and thallus of Blidingia minima. Transactions of the American Microscopical Society. 1978, 97 (4): 549-558. 10.2307/3226170.View ArticleGoogle Scholar
- Sluiman HJ, Roberts KR, Stewart KD, Mattox KR: Comparative cytology and taxonomy of the Ulvaphyceae. I. The zoospore of Ulothrix zonata (Chlorophyta). Journal of Phycology. 1980, 16 (4): 537-545. 10.1111/j.1529-8817.1980.tb03071.x.View ArticleGoogle Scholar
- Robenek H, Melkonian M: Comparative ultrastructure of eyespot membranes in gametes and zoospores of the green alga Ulva lactuca (Ulvales). Journal of Cell Science. 1981, 50 (1): 149-164.PubMedGoogle Scholar
- Hoops HJ, Floyd GL, Swanson JA: Ultrastructure of the biflagellate motile cells of Ulvaria oxysperma (Kütz.) Bliding and phylogenetic relationships among ulvaphycean algae. American Journal of Botany. 1982, 69 (1): 150-159. 10.2307/2442841.View ArticleGoogle Scholar
- Floyd GL, O´Kelly CJ: Motile cell ultrastructure and the circumscription of the orders Ulotrichales and Ulvales (Ulvophyceae, Chlorophyta). American Journal of Botany. 1984, 71 (1): 111-120. 10.2307/2443630.View ArticleGoogle Scholar
- O´Kelly CJ, Floyd GL, Dube MA: The fine structure of motile cells in the genera Ulvaria and Monostroma, with special reference to the taxonomic position of Monostroma oxyspermum (Ulvophyceae, Chlorophyta). Plant Systematics and Evolution. 1984, 144 (3-4): 179-199. 10.1007/BF00984132.View ArticleGoogle Scholar
- Watanabe S, Floyd GL: Ultrastructure of the motile cells of the prostrate filamentous green algae Protoderma sarcinoidea and Chamaetrichon capsulatum. Plant Systematics and Evolution. 1992, 179 (1-2): 73-87. 10.1007/BF00938020.View ArticleGoogle Scholar
- Leonardi PI, Correa JA, Cáceres EJ: Ultrastructure and taxonomy of the genus Endophyton (Ulvales, Ulvophyceae). European Journal of Phycology. 1997, 32 (2): 175-183.View ArticleGoogle Scholar
- Nakayama T, Inouye I: Ultrastructure of the biflagellate gametes of Collinsiella cava (Ulvophyceae, Chlorophyta). Phycological Research. 2000, 48 (2): 63-73. 10.1111/j.1440-1835.2000.tb00198.x.View ArticleGoogle Scholar
- Watanabe S, Kuroda N, Maiwa F: Phylogenetic status of Helicodictyon planctonicum and Desmochloris halophila gen. et comb. nov. and the definition of the class Ulvophyceae (Chlorophyta). Phycologia. 2001, 40 (5): 421-434. 10.2216/i0031-8884-40-5-421.1.View ArticleGoogle Scholar
- Hoef-Emden K: Revision of the genus Cryptomonas (Cryptophyceae) II: incongruences between the classical morphospecies concept and molecular phylogeny in smaller pyrenoid-less cells. Phycologia. 2007, 46 (4): 402-428. 10.2216/06-83.1.View ArticleGoogle Scholar
- Krüger D, Gargas A: Secondary structure of ITS2 rRNA provides taxonomic characters for systematic studies - a case in Lycoperdaceae (Basidiomycota). Mycological Research. 2008, 112 (3): 316-330. 10.1016/j.mycres.2007.10.019.PubMedView ArticleGoogle Scholar
- Miller TL, Adlard RD, Bray RA, Justine J-L, Cribb TH: Cryptic species of Euryakaina n. g. (Digenea: Cryptogonimidae) from sympatric lutjanids in the Indo-West Pacific. Systematic parasitology. 2010, 77 (3): 185-204. 10.1007/s11230-010-9266-7.PubMedView ArticleGoogle Scholar
- Schmitt S, Hentschel U, Zea S, Dandekar T, Wolf M: ITS-2 and 18S rRNA gene phylogeny of Aplysinidae (Verongida, Demospongiae). Journal of Molecular Evolution. 2005, 60 (3): 327-336. 10.1007/s00239-004-0162-0.PubMedView ArticleGoogle Scholar
- Wiemers M, Keller A, Wolf M: ITS2 secondary structure improves phylogeny estimation in a radiation of blue butterflies of the subgenus Agrodiaetus (Lepidoptera: Lycaenidae: Polyommatus). BMC Evolutionary Biology. 2009, 9: 300-10.1186/1471-2148-9-300.PubMedPubMed CentralView ArticleGoogle Scholar
- Sammlung von Algenkulturen, University of Göttingen, Germany (SAG). [http://sagdb.uni-goettingen.de/]
- Culture Collection of Algae at The University of Texas at Austin (UTEX). [http://web.biosci.utexas.edu/utex/]
- Coimbra Collection of Algae (ACOI). [http://acoi.ci.uc.pt/]
- Provasoli-Guillard National Center for Culture of Marine Phytoplancton (CCMP). [https://ccmp.bigelow.org/]
- Culture Collection of Algae at the University of Cologne, Germany (CCAC). [http://www.ccac.uni-koeln.de/]
- McFadden GI, Melkonian M: Use of Hepes buffer for microalgal culture media and fixation for electron microscopy. Phycologia. 1986, 25 (4): 551-557. 10.2216/i0031-8884-25-4-551.1.View ArticleGoogle Scholar
- SeaView 4.1. [http://pbil.univ-lyon1.fr/software/seaview.html]
- Swofford DL: PAUP*. Phylogenetic Analysis Using Parsimony (*and Other Methods). Version 4. 2000, Sunderland, Massachusetts: Sinauer AssociatesGoogle Scholar
- Posada D: jModelTest: phylogenetic model averaging. Molecular Biology and Evolution. 2008, 25 (7): 1253-1256. 10.1093/molbev/msn083.PubMedView ArticleGoogle Scholar
- Ronquist F, Huelsenbeck JP: MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics. 2003, 19 (12): 1572-1574. 10.1093/bioinformatics/btg180.PubMedView ArticleGoogle Scholar
- Tracer 1.4. [http://tree.bio.ed.ac.uk/software/tracer/]
- Marin B, Nowack ECM, Melkonian M: A plastid in the making: Evidence for a second primary endosymbiosis. Protist. 2005, 156 (4): 425-432. 10.1016/j.protis.2005.09.001.PubMedView ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.