- Research article
- Open Access
Unraveling reticulate evolution in North American Dryopteris (Dryopteridaceae)
BMC Evolutionary Biology volume 12, Article number: 104 (2012)
The thirteen species of Dryopteris in North America have long been suspected of having undergone a complicated history of reticulate evolution via allopolyploid hybridization. Various explanations for the origins of the allopolyploid taxa have been suggested, and though most lines of evidence have supported the so-called “semicristata” hypothesis, contention over the group’s history has continued in several recent, conflicting studies.
Sequence data from nine plastid and two nuclear markers were collected from 73 accessions representing 35 species of Dryopteris. Sequences from each of the allopolyploids are most closely related to their progenitor species as predicted by the “semicristata” hypothesis. Allotetraploid D. campyloptera appears to be derived from a hybrid between diploid D. expansa and D. intermedia; D. celsa, from diploid D. ludoviciana x D. goldiana; and D. carthusiana and D. cristata, from diploid “D. semicristata” x D. intermedia and D. ludoviciana, respectively. Allohexaploid D. clintoniana appears to be derived from D. cristata x D.goldiana. The earliest estimated dates of formation of the allopolyploids, based on divergence time analyses, were within the last 6 Ma. We found no evidence for recurrent formation of any of the allopolyploids. The sexual allopolyploid taxa are derived from crosses between parents that show intermediate levels of genetic divergence relative to all pairs of potential progenitors. In addition, the four allotetraploids are transgressive with respect to geographic range relative to one or both of their parents (their ranges extend beyond those of the parents), suggesting that ecological advantages in novel habitats or regions may promote long-term regional coexistence of the hybrid taxa with their progenitors.
This study provides the first thorough evaluation of the North American complex of woodferns using extensive sampling of taxa and genetic markers. Phylogenies produced from each of three datasets (one plastid and two nuclear) support the “semicristata” hypothesis, including the existence of a missing diploid progenitor, and allow us to reject all competing hypotheses. This study demonstrates the value of using multiple, biparentally inherited markers to evaluate reticulate complexes, assess the frequency of recurrent polyploidization, and determine the relative importance of introgression vs. hybridization in shaping the histories of such groups.
Hybridization and allopolyploidy are widely recognized as dominant forces shaping the evolutionary histories of many organisms, especially plants [1–3]. These phenomena may distort the patterns of dichotomous branching typically recovered by phylogenetic analyses, and lead to non-bifurcating, or reticulate, evolutionary histories that can be difficult to untangle and interpret . Polyploidization is particularly rampant among ferns, which have fewer barriers to interspecific hybridization than angiosperms [5–7]. As many as 33% of extant leptosporangiate fern species are thought to be the products of recent polyploidization . Reticulate complexes comprising multiple species at various ploidy levels have been identified in many genera over the years, including Asplenium, Equisetum, and Astrolepis, but the most intriguing case of reticulate evolution may be presented by the North American woodfern complex (Dryopteris, Dryopteridaceae).
Dryopteris is a large genus (ca. 225 species) with a nearly cosmopolitan distribution , including thirteen species in North America north of Mexico . This latter assemblage is one of the most widely studied groups of ferns in North America, and has long been thought to involve extensive reticulate evolution via allopolyploid hybridization [12–14]. The group includes seven sexual diploid taxa, five sexual tetraploids, one sexual hexaploid, and 29 sterile hybrids (more than are known from any other fern genus in North America ). Recently, Sessa et al. [16, 17] demonstrated that the North American (NA) sexual taxa are not monophyletic, and that almost all of the diploids are more closely related to Asian, African, or European taxa, from which they have diverged over the last 10 million years (Ma). Among the sexual species, nine have been hypothesized to be part of a “reticulate complex” that has generated much interest in Dryopteris among botanists over the last century [14, 18]. The complex consists of four allotetraploids (D. campyloptera, D. celsa. D. carthusiana, and D. cristata, the latter two also native to Europe), the allohexaploid D. clintoniana, and four putative diploid parents (D. expansa, D. intermedia, D. ludoviciana, and D. goldiana). A fifth North American allotetraploid, D. filix-mas (also native to Europe), is not part of the reticulate complex, though its origins have also proven perplexing .
The parentage of the polyploids in the NA reticulate complex became the subject of intense study and debate beginning early in the 20th century, and various lines of evidence over the years have led to the development of several hypotheses to account for the origins of the allopolyploids (Table 1, Figure 1). Most evidence to date, including morphological and cytological observations, chemotaxonomy, spore morphology, chromatographic analyses, isozyme analyses, plastid restriction site analyses, and phylogenetic analysis of plastid and nuclear DNA sequences, has converged on support for the so-called “semicristata” hypothesis (Figure 1A). This scenario includes the four diploids previously mentioned as parents of the four allotetraploids, but invokes an additional diploid – “D. semicristata” – as a putatively extinct progenitor of two of the latter. The allohexaploid D. clintoniana is hypothesized to have formed by hybridization between the allotetraploid D. cristata and the diploid D. goldiana.
A “missing diploid” is an inconvenient entity for systematists, and so “D. semicristata” has been a source of some skepticism since its existence was first postulated by Stanley Walker in the late 1950s [13, 22]. The base chromosome number in Dryopteris is n = 41  and Walker, in his cytological observations of the hybrid D. x uliginosa, a cross between the tetraploids D. carthusiana and D. cristata, noted that the hybrid showed 41 bivalents and 82 univalents at metaphase, indicating that the two tetraploids shared one genome in common, and each also contained a second, unrelated genome (donated by D. intermedia and D. ludoviciana, respectively, in Walker’s “semicristata” scheme). Cytological studies of additional species and hybrids were unable to attribute the shared genome to an extant taxon, and so the “missing diploid” was postulated to account for it [23, 27]. The existence of the missing taxon has been supported by nearly all subsequent lines of evidence, but attempts have long been made to reinterpret the available data in support of hypotheses that involve only extant parental taxa (Figure 1B–E). Recently Juslen et al.  claimed, based on sequences of the nuclear marker pgiC, that D. ludoviciana is in fact the missing common ancestor of D. carthusiana and D. cristata (Figure 1E). In contrast, Sessa et al.  produced a phylogeny, also based on pgiC sequences, that supported the “semicristata” hypothesis. Plastid sequence data have so far provided support for one of each of the polyploids’ predicted parents in the “semicristata” hypothesis [16, 17], but given that plastids are maternally inherited in ferns [52–54], plastid sequence data are insufficient for conclusive analyses of putative patterns of reticulation in polyploid complexes. Additional sampling of all taxa involved, and of additional, biparentally inherited nuclear markers, was clearly needed in order to resolve the relationships among the species in this group.
Here we present such an analysis for the North American reticulate complex of Dryopteris. Both previous studies that utilized nuclear sequence data [17, 49] included only a single nuclear marker, so that evidence for the role of hybridization vs. introgression was lacking. In this study, we expanded sampling to include all taxa thought to be related to the reticulate complex based on previous analyses, and we present sequence data from the plastid genome and two nuclear markers, pgiC and gapCp, in most cases for multiple accessions. We use these data to unravel the history of the North American reticulate complex and to determine whether the sexual polyploids appear to have arisen via hybridization or introgression, whether such taxa have originated once or multiple times, and whether such origins require the existence of the missing diploid “D. semicristata”.
The plastid dataset included 72 accessions representing 35 Dryopteris species, with two species of Polystichum used as outgroups (Table 2). The data matrix consisted of 7,913 aligned nucleotides, of which 1,825 (23%) were variable and 1,242 (16%) parsimony-informative under maximum parsimony (MP). Statistics for individual regions are given in Table 3. Indels provided an additional 254 characters, of which 104 (41%) were parsimony-informative within Dryopteris. Inclusion of indels in the MP analyses did not significantly alter topology, resolution, or clade support, so data were not included in subsequent maximum likelihood (ML) and Bayesian inference (BI) analyses, as the CIPRES Portal  does not provide a way to model standard (non-nucleotide) characters (see Methods). However, the MP results indicate that additional informative characters provided by the indel data likely would not have led to additional resolution or increased support values. Incongruence length difference (ILD) tests indicated significant conflict between the various regions of the plastid genome (P = 0.01). However, visual analysis of the phylogenies resulting from analyses of the various partitions did not reveal any discordance or conflict between well-supported clades, and so we proceeded with analysis of the combined dataset.
MP analysis identified 185 most-parsimonious trees of length 2817 steps, with CI = 0.72 and CI’ = 0.63. ML analysis in Garli produced a single most likely tree with -ln 27272.94 (Figure 2), and MP bootstrap, ML bootstrap, and BI analyses produced highly congruent consensus topologies that were moderately well resolved (29, 43, and 45 of 72 nodes resolved, respectively; unresolved nodes were concentrated at the tips of the trees, and comprised multiple accessions of one or more species). The backbone of the phylogeny was highly resolved and strongly supported in all analyses, except for one node (indicated with an asterisk in Figure 2), which received strong support only from BI analysis (MP bootstrap/ML bootstrap/BI posterior probability = 65/67/.96). Two accessions of Dryopteris fragrans were strongly supported as sister to each other, and together sister to the rest of Dryopteris. For those species for which multiple accessions were included, sequences for all accessions fell into the same clade, though in several cases accessions from multiple species grouped together with strong support (e.g. D. clintoniana and D. cristata).
The pgiC dataset included 55 accessions representing 33 Dryopteris species and one species of Polystichum (Tables 2 and 3). The data matrix consisted of 744 aligned nucleotides, of which 163 (22%) were variable and 97 (13%) parsimony-informative under MP. As with the plastid dataset, indel data did not significantly increase resolution or clade support, and these data were not included in the ML and BI analyses performed in CIPRES. The number of pgiC copies found per species agreed well with the known ploidy for most taxa, and for species with more than copy we consider the copies to be homeologs. Of the 55 Dryopteris accessions in the pgiC dataset, 30 were from species known to be diploids (Table 2), and 27 of these had one pgiC copy. Diploid D. caucasica, D. chrysocoma, and D. futura were found to have two, three, and three copies, respectively. Fifteen accessions were of tetraploid taxa, and all but three of these had two pgiC copies; D. austriaca and one accession of D. filix-mas each had one, and D. antarctica had three. Four accessions in the pgiC dataset were either triploid or hexaploid species, and these each had three copies, except for D. remota, which had two.
MP analysis of the pgiC matrix identified 558 most-parsimonious trees of length 220 steps, with CI = 0.82 and CI’ = 0.74. ML analysis produced a single best tree with -ln 2433.50 (Figure 3), and MP bootstrap, ML bootstrap, and BI analyses produced highly congruent but poorly resolved consensus topologies: 15, 40, and 25 of 86 nodes resolved, respectively. As with the plastid phylogeny, much of the lack of resolution involved multiple accessions of one or more species (e.g. the clades containing D. carthusiana, D. intermedia, D. campyloptera, and D. expansa in Figure 3). The backbone generally received strong support, except for one node (indicated with an asterisk in Figure 3) which resolved D. fragrans as sister to the rest of the genus, with the latter being split into two well-resolved clades comprising D. goldiana, D. ludoviciana, and their relatives vs. all other species. Although D. fragrans was resolved as sister to the rest of Dryopteris in the best ML topology (and in the plastid analyses), its relationship to the D.goldiana-D. ludoviciana and “all others” clades was ambiguous in all other pgiC analyses, resulting in the lack of support and resolution at this node. In addition, the position of the clade containing D. arguta, D. filix-mas, and D. marginalis was unresolved relative to two other clades containing, respectively, D. remota plus several related taxa, and a large clade containing D. intermedia and D. expansa as well as several North American allopolyploids and taxa from other regions.
For species represented by multiple accessions, sequences from all accessions fell into the same clade, and for taxa with multiple copies of pgiC, separate, well-supported clades generally formed that contained the various copies. A sequence of D. ludoviciana obtained from Genbank, that was the basis for a recent rejection of the “semicristata” hypothesis , was uniquely resolved as sister to a clade containing sequences of D. carthusiana, D. clintoniana, D. cristata, and D. muenchii, as found by Juslen et al. . This placement was different from that of our four accessions of D. ludoviciana, which fell together in a strongly supported clade that also contained D. tokyoensis and several North American allopolyploids (Figure 3), congruent with D. ludoviciana’s placement in our plastid phylogeny.
The gapCp dataset included 52 accessions representing 23 species of Dryopteris and one of Polystichum (Tables 2 and 3). The data matrix consisted of 729 aligned nucleotides, of which 229 (31%) were variable and 144 (19%) parsimony-informative under MP. As with the plastid and pgiC datasets, indel data did not significantly increase resolution or clade support for gapCp, and these data were not included in the ML and BI analyses performed in CIPRES.
As with pgiC, the number of gapCp copies found agreed well with the known ploidy of most taxa, and for species with more than gapCp copy we consider the copies to be homeologs. Of the 52 Dryopteris accessions analyzed, 26 were from known diploid species (Table 2), and 23 of these had one gapCp copy. D. affinis, D. caucasica, and D. chrysocoma were found to have two, three, and two copies, respectively. Twenty accessions were of tetraploid taxa, and all but four had two gapCp copies: for one accession each of D. celsa and D. dilatata, and two of D. cristata, we found only one copy of gapCp. Five accessions were either triploid or hexaploid taxa, and all except D. remota had three gapCp copies; as with pgiC, we only found two copies in D. remota.
MP analysis of the gapCp matrix identified 478 most-parsimonious trees of length 358 steps, with CI = 0.73 and CI’ = 0.64. ML analysis produced a single best tree with -ln 3090.94 (Figure 3), and MP bootstrap, ML bootstrap, and BI analyses produced highly congruent but poorly resolved consensus topologies, with 22, 37, and 31 of 82 nodes resolved, respectively. As with the plastid and pgiC phylogenies, much of the lack of resolution occurred where multiple accessions of one or more species were concentrated, but several nodes along the backbone received lower support than in analyses based on the other markers (indicated with Â§ in Figure 3). D. fragrans was resolved as sister to the rest of the genus, though with only moderate support (MP bootstrap/ML bootstrap/BI posterior probability = 67/74/.55), and within the rest of Dryopteris, relationships between several large clades were generally congruent between analyses but lacking support. The clade containing D. arguta, D. filix-mas, and D. marginalis was resolved in the best ML topology as sister to a clade containing sequences of several polyploid taxa, but this relationship did not receive support from the other analyses. As with pgiC, sequences of species represented by multiple accessions fell into the same clade, and for taxa with multiple copies of gapCp, separate, well-supported clades generally formed that contained the various copies, though often with additional species present.
Divergence time analysis
After 35,000,000 generations, all effective sample size (ESS) values for the divergence time analysis (as viewed in Tracer) were well above the recommended threshold of 200, indicating that parameter space had been sufficiently sampled. The coefficient of variation indicated that the data were not evolving in a clock-like fashion (value above 0.5), and the uncorrelated lognormal (UCLN) model was thus the most appropriate model of rate variation for this set of loci. Cladogenetic events within Dryopteris were estimated as beginning ca. 42 Ma (4), with the divergence between the ancestors of D. fragrans and the rest of the genus. The North American allopolyploids in the reticulate complex diverged from their closest living relatives within the last ca. 7 Ma (Table 4). A clade containing the shared copies of D. carthusiana, D. cristata, and D. clintoniana diverged from its closest diploid relatives ca. 26 Ma. D. filix-mas’s copies diverged from their sister taxa less than ca. 10 Ma.
An ILD test was performed on the data matrix used to generate the reticulation network, and it indicated no significant conflict between gapCp and pgiC for the 20 Dryopteris species using to conduct the reticulation analysis (P = 0.1). The network produced by PADRE identified six genome merger or allopolyploidization events, which correspond to the six allopolyploid species present in North America (Figure 5). For D. filix-mas, D. oreades was identified as one progenitor, but the second genome could not be assigned to any of the taxa included. For the five polyploid members of the reticulate complex, the allopolyploidization events combined genomes of the inferred progenitor taxa as predicted by the “semicristata” hypothesis. D. campyloptera’s two genomes were assigned to D. expansa and D. intermedia, and D. celsa’s to D. goldiana and D. ludoviciana. Two of D. clintoniana’s three genomes were assigned to D. cristata, and the third to D. goldiana. The three polyploids putatively descended from “D. semicristata”, D. clintoniana, D. cristata, and D. carthusiana, shared one genome in common that was not assignable to any single extant diploid taxon. Support for the various relationships from our plastid, nuclear, and reticulation analyses is summarized and superimposed on a representation of the “semicristata” hypothesis in Figure 6.
A histogram of Jukes-Cantor distances based on plastid data for all pairs of diploid species is shown in Figure 7. The pairs of species corresponding to the actual parents of the allopolyploids (shown in black) rank 28, 36, 37, 39, and 70 out of 105, and exhibit an intermediate degree of genetic divergence compared with all potential pairs of diploid parents (P = 0.017).
Allopolyploid origins in the north American reticulate complex
Ever since the first cytological evaluations of the allopolyploid taxa in this complex [13, 21, 51], various lines of evidence have stimulated the development of numerous hypotheses to explain these species’ relationships and parentage (Table 1, Figure 1). Our analyses, which are based on the most extensive sampling of North American Dryopteris taxa and loci to date, unambiguously support the “semicristata” hypothesis as an explanation for this group’s evolutionary history. This hypothesis proposes that D. campyloptera is an allotetraploid hybrid between D. expansa and D. intermedia; D. celsa is an allotetraploid hybrid between D. goldiana and D. ludoviciana; D. clintoniana is an allohexaploid hybrid between D. ludoviciana and tetraploid D. cristata; and D. carthusiana and D. cristata are allotetraploid hybrids with one extinct parent in common (“D. semicristata”), and D. intermedia and D. ludoviciana, respectively, as their second parents (Figure 1A). Our results are congruent with all aspects of this hypothesis (Figure 6), and conflict directly with one or more predictions of each of the competing hypotheses. Despite the interest in this group historically, DNA sequence data were not brought to bear on this question until relatively recently. Sessa et al.  produced a phylogeny based on seven plastid markers that supported the “semicristata” hypothesis, though analysis of a uniparentally inherited marker was insufficient for identifying both parents of the hybrids. Juslen et al.  conducted the first phylogenetic analysis of the group based on nuclear sequence data, and rejected the “semicristata” hypothesis based on the placement of a single accession of D. ludoviciana. Its location in their phylogeny suggested that D. ludoviciana was in fact the missing shared parent of D. cristata and D. carthusiana.
The key difference between the “semicristata” hypothesis and competing explanations for the group’s history is the putative parentage of D. cristata and D. carthusiana. Early cytological analyses of artificial crosses between species (described above) revealed that these two allopolyploids share a genome in common, and the identity of this missing parent is the focal point of debate. The “semicristata” hypothesis [13, 14] posits an extinct species in this role, while other theories have focused on either D. ludoviciana[37, 40, 41] (Figure 1B, C, E) or D. tokyoensis (Figure 1D), based on alternative explanations of cytological observations and chromatographic analyses. Fraser-Jenkins , in reviewing the various studies on the group, rejected each of these species as the missing progenitor based on additional studies and morphological features, but the idea of D. ludoviciana’s involvement persists, as demonstrated by Juslen et al.’s  recent work. The key to untangling this conundrum rests on whether genomes of the three putative descendants of “D. semicristata” can be assigned unequivocally to an extant diploid species (viz., D. ludoviciana, D. tokyoensis, or another taxon); based on our findings, they cannot.
The analyses conducted in the current study unequivocally support the “semicristata” hypothesis and the existence of the missing diploid species. Our plastid data set greatly expands taxon sampling compared to the plastid-based analyses of Sessa et al.  and Juslen et al.  (who included a phylogeny based on trnL-F in their study) by including multiple individuals of each North American species collected from across their geographic ranges in North America (Table 2, Figure 7). Sequences from each of the allopolyploids grouped together in the plastid phylogeny, with the three putative offspring of “D. semicristata” placed together, with strong support, in a clade that also included two apomictic triploid species, D. muenchii and D. remota, but no diploids. The plastid data therefore indicate that these taxa share a maternally-donated genome, with D. cristata having been the maternal donor to D. clintoniana; these two species form a subclade, and the former is predicted to be one parent of the latter in all hypotheses (Table 1). Of the competing explanations, only the “semicristata” scheme would predict these three allopolyploids’ placement in a clade with no additional, extant diploids. The genome they share is, according to all other hypotheses, supposed to have been donated either by D. ludoviciana[37, 40, 41] or D. tokyoensis, but these two species are distantly located in our plastid phylogeny. The two additional allotetraploids in the reticulate complex, D. celsa and D. campyloptera, were each strongly supported in our plastid analyses as sister to one of their putative parents as predicted by the “semicristata” hypothesis: D. ludoviciana for D. celsa, and D. intermedia for D. campyloptera (Figure 6). Both of these relationships are at odds with early explanations for the two tetraploids’ parentage [20, 29], but are congruent with more recent hypotheses, including the “semicristata” scheme and others. The D. intermedia–D. campyloptera clade also includes several Eurasian allopolyploids, several of which have been suggested to be additional carriers of the D. intermedia genome [44, 75].
For pgiC and gapCp, the expected number of gene copies was found for each of the North American species based on their ploidy (Table 2): diploids had one copy of each marker, tetraploids had two, and the hexaploid D. clintoniana had three, although for three tetraploid accessions (two of D. cristata and one of D. celsa), we were only able to isolate one. We consider copies of pgiC and gapCp to be homeologs if a given species has more than one copy for a given locus. Because all species that contained multiple copies of the nuclear loci have been thoroughly documented in the past as being polyploids, and because these species possessed multiple copies of both loci while none of the known diploids did, we are confident that the multiple copies represent homeologs and not just allelic diversity at each of the loci. The pgiC and gapCp phylogenies (Figure 3) concur with the plastid phylogeny on the identity of one parent of each of the allopolyploids (the maternal progenitor). Sets of homeologs from D. carthusiana, D. clintoniana, and D. cristata formed well-supported clades in both topologies that also included D. muenchii and/or D. remota, but no diploid taxa (except the Juslen et al. D. ludoviciana sequence, discussed below). This suggests that these latter two species are additional descendants of “D. semicristata”; they cannot be “D. semicristata” because the ploidy levels of the North American allotetraploids require the missing taxon to be a diploid, which D. muenchii and D. remota are not (Table 2) [62, 76].
The second set of homeologs from each of the allotetraploids grouped with their second proposed parent: D. carthusiana with D. intermedia, and D. cristata with D. ludoviciana. D. clintoniana’s two additional homeologs fell with its inferred paternal progenitor, D. goldiana, and with the paternal copies of its putative mother, D. cristata, and D. cristata’s putative father, D. ludoviciana. This overall pattern is congruent only with the “semicristata” hypothesis. As mentioned above, other hypotheses predict that D. carthusiana should have copies of nuclear markers that are closely related to D. ludoviciana or D. tokyoensis. Instead, homeologs from D. carthusiana, D. cristata, and D. clintoniana fall into a clade without any extant diploid species, as in the plastid phylogeny. Our reticulation network demonstrates this as well, with the shared genome from these three taxa not assigned to a diploid species (Figure 5).
One alternative explanation for D. cristata’s origin has D. goldiana as one of its proposed parents  (Figure 1B), and this is also not supported by our analyses, as D. cristata has no homeologs that are closely related to D. goldiana. We also reject the hypothesis that D. tokyoensis is the missing ancestor  (Figure 1D), as the shared genome is clearly not closely related to D. tokyoensis in any of our phylogenies. However, the pgiC phylogeny did place D. cristata and D. clintoniana as more closely related to D. tokyoensis than to D. ludoviciana, though only with moderate support (Figure 3). D. tokyoensis and D. ludoviciana are known to be quite closely related, however [43, 77], and given the short branch placing the polyploids with D. tokyoensis, it seems more likely that incomplete lineage sorting of this locus between the two closely related diploids is responsible for the observed relationship. The best ML topology used to produce the reticulation network was based on a combined analysis of gapCp and pgiC, and D. cristata was more closely related to D. ludoviciana than to D. tokyoensis in this tree (Figure 5). We also note that one copy of D. aquilinoides appears to be closely related to D. cristata based on our gapCp topologies (Figures 3, 4). This species’ ploidy is unknown, but we infer that it is a tetraploid based on its possession of two copies each of gapCp and pgiC. It may have D. ludoviciana or D. goldiana as one parental species, based on its position in the gapCp and plastid phylogenies (Figures 2, 3 and 4).
In addition to providing evidence for the putative descendants of “D. semicristata”, the gapCp and pgiC phylogenies also fully support the hypothesized parentage of D. celsa and D. campyloptera (Figure 6). The results of the plastid phylogeny are confirmed, with D. intermedia again strongly supported as one parent of D. campyloptera, and D. ludoviciana of D. celsa, and the nuclear phylogenies add D. expansa and D. goldiana as the second parents of each, respectively, with moderate to strong support for all relationships from both analyses. These relationships have not been as contentious historically as the origins of the “D. semicristata” descendants, but our analyses provide the first unequivocal evidence from DNA sequence data in support of these species proposed origins. Our data also support an allotetraploid origin for D. dilatata (= D. austriaca), which has long been thought to represent a cross between D. intermedia and D. expansa[13, 40, 59, 75, 78], making it the European equivalent of D. campyloptera in North America. Such a history is congruent with the analyses presented here.
We sequenced pgiC from four accessions of D. ludoviciana for this study, and also included the D. ludoviciana pgiC sequenced produced by Juslen et al.  that was the basis for their rejection of the “semicristata” hypothesis. As in their study and that of Sessa et al. , this single sequence was placed sister to the clade containing homeologs from D. carthusiana, D. cristata, and D. clintoniana, and it was this placement that led them to claim D. ludoviciana as the source of the shared genome. The position of this sequence is totally different from that of the four new D. ludoviciana accessions included here. The congruence in position of multiple accessions of this species in the current study strongly supports the suggestion of Sessa et al.  that some type of contamination or PCR error may have been involved in the generation of the Juslen et al. sequence; such errors are common in cloning-based studies of single and low-copy nuclear markers , and rejection of a long-standing hypothesis based on a single sequence seems unwise when such errors are possible. Juslen et al.  did not include D. ludoviciana in their trnL-F phylogeny, which would have allowed an independent assessment of that accession’s phylogenetic position based on an unlinked marker. The plastid and gapCp phylogenies presented in the current study are completely congruent with the pgiC phylogeny on the placement of multiple D. ludoviciana accessions, further supporting our contention that the Juslen et al. sequence is the result of error and should not be considered grounds for rejection of the “semicristata” hypothesis.
The addition of a second, unlinked nuclear marker in the current study also allows us, for the first time, to assess the potential role of introgression in shaping the relationships among these taxa. Introgression following polyploidization would be unlikely once a ploidy barrier had been established between allopolyploids and their progenitors , and the congruence in the positions of the allopolyploid homeologs in our gapCp and pgiC phylogenies strongly supports whole genome merger (i.e. allopolyploidization) rather than introgression. The latter would not be expected to produce the identical patterns in unlinked markers  that we observe here. Previous studies of isozymes [45, 46, 82] and chromatography  that demonstrated additivity of numerous compounds in the North American allotetraploids are also consistent with whole-genome merger rather than isolated incidents of introgression in the immediate histories of the hybrids. However, the lack of support along the backbones of our pgiC and gapCp phylogenies, and incongruence between them in the placement of several clades, suggests that deeper coalescent processes – such as ancient hybridization, introgression, or incomplete lineage sorting – may have played a role during the evolution of Dryopteris as a whole. In the pgiC phylogeny, the clade containing D. intermedia and the A homeologs of D. carthusiana and D. campyloptera is sister to the clade containing the B homeologs of D. carthusiana, D. clintoniana and D. cristata (the “semicristata” clade); these two together are sister to a clade containing D. expansa, suggesting that D. intermedia is “D. semicristata”’s closest living diploid relative. Analyses of pgiC for a somewhat different sampling of Dryopteris taxa by Sessa et al.  indicated the same. In the best gapCp ML phylogeny, the D. intermedia/D. carthusiana A clade is sister, with low support, to the D. expansa clade, with the “semicristata” clade more closely related (though with no support) to a clade containing D. marginalis, D. arguta, and D. filix-mas, among others. This latter clade’s placement was unresolved in the pgiC topology. In the Bayesian analysis of gapCp (represented by the chronogram, Figure 4), the “semicristata” clade is equally closely related to the D. intermedia and D. expansa clades, and the D. filix-mas clade is sister to all of them. The plastid data from the current study and Sessa et al.  strongly support D. expansa as the closest living relative of “D. semicristata”. These incongruences between loci and analyses may reflect one or more of the coalescent phenomena mentioned above. Phylogenetic and concordance analyses [83, 84] preferably of dozens of nuclear markers to determine the dominant history of the nuclear genome should be the next step in assessing relationships among the diploids in this group and determining whether the closest living relative of “D semicristata” is D. intermedia or D. expansa.
Although D. filix-mas was not the primary focus of the current study, as it has not played an active role in the North American reticulate complex, its origins have long attracted the attention of systematists and our sequence data may be able to contribute somewhat to the elucidation of its history. It is generally thought to have formed via hybridization and subsequent polyploidization between two separate Eurasian species. The most commonly cited are D. abbreviata and D. caucasica[19, 38], and the currently accepted hypothesis has D. filix-mas as an allotetraploid hybrid of the two (Table 1, Figure 1). There is some taxonomic confusion with regard to these species and other potential progenitor taxa, however, which hinders comprehension of this group . The name D. oreades was cited by Fraser-Jenkins  as replacing the name D. abbreviata, but they are not currently accepted as synonyms for each other, and D. abbreviata is instead an accepted synonym of D. pseudomas. We included one accession each of D. caucasica, D. abbreviata, and D. oreades, but were unable to amplify gapCp from D. abbreviata, or either pgiC or gapCp from D. oreades (a pgiC sequence obtained from GenBank was included for D. oreades in the current study). Despite these limitations, our analyses do support a role for D. oreades/D. abbreviata, as well as D. caucasica, in D. filix-mas’s origins. These species fell together in the plastid phylogeny (Figure 2), along with D. affinis, and the latter also appeared to be closely related to D. filix-mas in both the gapCp and pgiC topologies. D. affinis is known to have both diploid and triploid forms , and may have played some role in the formation of D. filix-mas. Based on these analyses we cannot reject the current hypothesis for this species’ origin; neither can we fully accept it, and the role of D. affinis in particular deserves further study.
One additional complication in understanding D. filix-mas’s history centers on whether the forms of this taxon in North America and Europe are the same. It has been suggested that they are separate evolutionary lineages , and even that eastern and western forms in North America merit separate consideration . The two accessions included here were both collected from western North America, and the next step in understanding D. filix-mas’s origins should begin with thorough sampling of this taxon and all possible progenitors throughout their ranges in North America and Eurasia.
Timing and recurrence of polyploidization events
Recurrent formation of a polyploid occurs when a given species arises repeatedly from separate crosses between different individuals of the same set of parental taxa. This phenomenon is now recognized as prevalent in the evolutionary histories of most polyploid lineages [86, 87], and has been demonstrated for several fern groups, including Asplenium[88, 89], Polystichum, Astrolepis, and Dryopteris (C. Werth, unpublished data, cited by ). Recurrent origins can be inferred when genetic material from different accessions of a polyploid are more closely related to separate individuals from one or more of the parental taxa , though introgression of markers via backcrossing with a progenitor can also lead to multiple genotypes within a polyploid lineage that has had only a single origin . Changes will also accumulate in DNA subsequent to polyploidization due to natural microevolutionary processes, and sequences are thus not expected to be identical between polyploids and progenitors, particularly in more ancient polyploids .
In Dryopteris, Soltis and Soltis  cite unpublished isozyme analyses conducted by the late Charles Werth that supported multiple origins of D. campyloptera and D. cristata, and a single origin of D. carthusiana. Stein et al. , using chloroplast restriction site analyses, found no evidence to support multiple origins of either D. cristata or D. carthusiana. Werth also suggested a single origin for D. celsa based on isozyme analyses . Surprisingly, we found no evidence from our sequence data to support multiple origins of any of the North American allopolyploids. For each species, the sequences of the A and B (and C, in the case of D. clintoniana) homeologs formed groups in which all accessions were each others’ closest relatives, and each group shared a single most recent common ancestor with one inferred diploid parental species, or group of species (Figure 3). No single accession had homeologs that were more similar to one individual of the inferred parental species, and this was the case for both nuclear markers employed here. The divergence time analysis (Figure 4) appears to depict separate origins of several of the allopolyploids, but this is a relict of the analysis, which will always produce a fully-resolved topology even among sequences where there are hard polytomies . One exception is D. campyloptera; for this species, the B homeologs were identical in sequence to each other and to all sequences from the various D. expansa accessions, for both pgiC and gapCp. The sequences of the A homeologs of pgiC were identical to all of the D. intermedia accessions, but the A homeologs of gapCp from the two D. campyloptera accessions each shared a single nucleotide polymorphism with separate individuals of D. intermedia. This is extremely weak evidence for multiple origins, but could reflect independent formation of these two D. campyloptera lineages. We cannot strongly support recurrent origins for this species, but we cannot necessarily rule them out. For the other allopolyploid species our results also do not completely rule out multiple origins, particularly in the case of D. carthusiana and D. cristata, for which we are obviously lacking sequence data from one of the putative parental species. For both of these taxa, however, homeologs representing the second genome, donated by an extant taxon, are also monophyletic (with the exception of sequences from additional putative descendants of the same progenitors, e.g. D. aquilinoides, D. muenchii, D. remota), lending support to a hypothesized single origin (Figures 3, 4). For all of the North American allopolyploids, extensive additional sampling of these species and their progenitors will be essential before recurrent formation can either be confidently confirmed or ruled out. We included only two accessions of D. clintoniana, D. campyloptera, and D. filix-mas, three of D. celsa, and four of D. carthusiana. The likelihood of establishing multiple origins will be greater if sampling is increased, and if increased sampling fails to uncover evidence of multiple origins, it will also increase our confidence in rejecting recurrent formation of these species.
Based on our divergence time analysis (Figure 4), we can estimate the age of first formation of each polyploid species. We infer that the youngest of the splits between a hybrid allopolyploid’s homeologs and its closest relatives serves as an estimate of the maximum age of formation of each allopolyploid  (Table 4). In cases where these nodes are unsupported or poorly resolved in the best ML topology (Figure 3), we rely on the youngest well-supported node and these estimates may thus be older than the actual dates of formation. For D. filix-mas, the divergence time analysis included only those potential progenitors for which we had sequences of gapCp. Our results should therefore be considered inconclusive, but based on the dates of divergence of D. filix-mas’s two homeologs from their closest relatives in our analysis, we infer that it formed within the last 5.3 Ma (Table 4).
For D. carthusiana, D. cristata, and D. clintoniana, the shared maternal, “D. semicristata” lineage split from its closest relatives nearly 26 Ma, and that genome could have been donated to the allotetraploids at any subsequent time. D. carthusiana and D. cristata diverged from each other 12 Ma, but this is not necessarily the date at which they formed. The paternal lineage of D. cristata diverged from its progenitor (D. ludoviciana) within the last 13.7 Ma, and D. cristata could thus have formed any time since 13.7 Ma. The youngest well-supported node at which D. carthusiana diverges from its second parent, D. intermedia, is 11.5 Ma, and we estimate this to be the earliest date of its formation (Table 4). The earliest well-supported divergence of D. clintoniana from its paternal progenitor, D. goldiana, occurred 7.9 Ma, and the nodes at which it diverges from D. cristata date to 13.7 and 7.3 Ma. We thus infer that D. clintoniana formed within the last 7.3 Ma (Table 4). These dates are somewhat older than those found by Sessa et al.  based on divergence time analysis using a plastid dataset, which indicated that D. carthusiana and D. cristata descended from a Eurasian species (the “D. semicristata” lineage) that had diverged from its closest relative ca. 10 Ma, with the polyploids having formed subsequent to that. Following their formation via hybridization and polyploidization, Sessa et al.  inferred that these species arrived separately in North America via a long-distance dispersal event at least 0.4 Ma and a vicariance event at least 2.3 Ma, respectively. D. carthusiana and D. cristata are both widespread in North America (Figure 7A), as well as in Europe and parts of western Asia , and as a result it has often been suggested that “D. semicristata” must have been distributed in Eurasia . However, the second parents of the allopolyploids (D. intermedia and D. ludoviciana) are endemic to North America, which would suggest that “D. semicristata” occurred in the Americas, in close enough proximity to D. intermedia and D. ludoviciana to enable two separate hybridization events to produce the allotetraploids. That D. muenchii and D. remota also appear be descendants of “D. semicristata” based on our analyses adds additional pieces to the biogeographic puzzle, but does not help to resolve it: D. muenchii is endemic to Mexico , and D. remota to Eurasia , supporting respectively an American and a Eurasian range for “D. semicristata”. The most parsimonious explanation would seem to be that “D. semicristata” inhabited a similar range to that of D. carthusiana and D. cristata, and was present in both the Americas and Eurasia, allowing it to form hybrids in both locations.
D. campyloptera diverged from its paternal parent, D. expansa, 4.6 Ma, and from its maternal parent, D. intermedia, 6.9 Ma, and thus we infer that it formed within the last 4.6 Ma (Table 4). For D. campyloptera, which is endemic to North America, our estimate of its earliest formation predates the estimated arrivals of its parental taxa in North America: 4.6 Ma compared to 0.2 and 0.9 Ma for D. intermedia and D. expansa, respectively . However, the 95% HPD intervals on each of the relevant nodes overlap considerably, and the discrepancy in dates does not refute a North American origin for D. campyloptera. The final allotetraploid, D. celsa, diverged from its paternal parent, D. goldiana, 7.9 Ma and from its maternal parent, D. ludoviciana, 4.6 Ma, making its earliest possible date of formation 4.6 Ma (Table 4). One of D. celsa’s parental lineages had arrived on this continent by this time: Sessa et al.  estimated that D. ludoviciana had arrived in North American 5.6 Ma, while D. goldiana arrived ca 2.4 Ma. This suggests that D. celsa, which in endemic to North America, may have formed more recently than 2.4 Ma. Interestingly, the modern ranges of D. celsa’s progenitors do not overlap (Figure 8C), separated today by a ca. 240-km-wide corridor in the southeastern United States [12, 14], and most ferns, including Dryopteris, have mobile spores that can readily disperse over distances similar to this. Within the last 2.4 Ma, the estimated period of D. celsa’s formation, the ranges of many plant species experienced considerable northward and southward shifts during periods of changing climate and glacial advance and retreat . Such movements have been demonstrated for other plant groups (e.g. woody taxa, ), and would have provided extensive opportunities for intermixing of parental populations and formation of D. celsa.
Interestingly, the geographic ranges of the four North American allotetraploids are transgressive relative to the ranges of one or both of their parents (i.e. their ranges extend beyond those of their progenitors) (Figure 8A, C, D). This suggests that the allopolyploids may possess ecological or physiological advantages relative to their progenitors that have allowed them to colonize and persist in novel habitats or regions. In addition, the allotetraploids have all resulted from crosses between parents that display intermediate levels of genetic divergence compared to all potential pairs of progenitors (Figure 7). While a lower limit of inter-specific genetic divergence can be set at zero, there is no generally accepted upper value defining a high degree of divergence. However, species pairs in an intermediate or “goldilocks” zone of divergence would be expected to produce more successful allopolyploid offspring than pairs with either low or high levels of divergence, due to meiotic incompatibilities in the former and failures of fertilization in the latter [99, 100]. Chapman and Burke  and Paun et al.  have reported correlations between genetic distance and polyploid incidence for numerous angiosperm genera, and Stelkens and Seehausen  have found divergence between parental species to be linked with transgressive trait expression across many hybrid eudicots. Such a relationship between genetic divergence and transgressive or advantageous physiological traits has thus far not been demonstrated in ferns, but may underlie the patterns we observe in Dryopteris. Ecological or physiological advantages driven by genetic divergence between parents may initially have allowed newly-formed allopolyploids to escape minority cytotype exclusion  following polyploidization, and over time may have led to stable, regional coexistence between the allopolyploid hybrids and their progenitors.
The current study is the most comprehensive to date on the North American species of Dryopteris, which have long been suspected of having evolved via allopolyploid hybridization. Our analyses support all predictions of the “semicristata” hypothesis first proposed by Stanley Walker [13, 22, 23] for the parentage of the allopolyploids, and we reject several competing explanations for these species’ origins. Phylogenetic analyses of plastid sequence data allowed us to identify one parent of each of the allopolyploids, and our findings support a hypothesis for their parentage that includes the existence of a previously-proposed missing diploid progenitor taxon, “D. semicristata”. Data from two nuclear markers confirm the identities of the second progenitors of each of the allopolyploids, and unambiguously support the “semicristata” hypothesis for their parentage. Copies of both markers from the descendants of “D. semicristata” grouped together in all analyses, and a reticulation network was unable to assign these sequences to an extant species’ genome.
The congruence between the two nuclear topologies presented in the current study confirms that hybridization rather than introgression accounts for the origins of the five allopolyploid species. We found no evidence for introgression between the allopolyploids and their progenitors, which is unsurprising given the difficulty of accomplishing gene flow across a ploidy barrier. However, deeper discordance between the topologies from different markers suggests that coalescent processes such as incomplete lineage sorting or ancient hybridization may have played a role in the evolution of the genus as a whole. Our sequence data failed to uncover evidence of multiple formations for any of the North American allopolyploids, which is surprising given that recurrent formation is now thought to be the norm in many polyploid lineages [86, 87]. Our divergence time analyses established the earliest dates of formations of all of the North American allopolyploids as having occurred within the last ca. 14 Ma.
The current study demonstrates the utility of employing multiple genomic markers for addressing and untangling the evolutionary history of reticulate groups. This approach allowed us to identify maternal and paternal progenitors of all hybrid taxa, distinguish between allopolyploidization and introgression, test conflicting hypotheses for species’ origins, and confirm the existence of a “missing” diploid ancestor in a complex of plants that has long captivated and challenged systematics.
Taxon sampling & DNA extraction
All thirteen North American species of Dryopteris were included in this study, as were several species from other regions of the world that were found to be closely related to the North American group based on previous studies [16, 17]. Multiple accessions of all species involved in the reticulate complex were included, for a total of 72 accessions representing 35 species (Table 2). For two species, D. oreades and D. affinis, we were unable to sequence pgiC from our single accession of each taxon, and so we included pgiC sequences obtained from Genbank, which were thus not derived from the same accession as the gapCp and plastid sequences reported here. We also included an additional pgiC sequence from Dryopteris ludoviciana that was obtained from Genbank, and which was the basis for a recent rejection of the “D. semicristata” hypothesis  (and see ). Two species of Polystichum, a genus closely related to Dryopteris[102, 103], were included as outgroups. Tissue acquisition and DNA extraction procedures are described in .
Plastid DNA sequencing
Plastid loci sequenced for this study included one protein-coding region (rbcL) and eight inter-genic spacers (psbA-trnH, trnP-petG, rps4-trnS, trnL-F, trnG-trnR, rbcL-accD, trnV-trnM, and trnP-petG). All regions except the last two were initially sequenced and reported in , and amplification and sequencing protocols are reported there. The same procedures were followed for trnV-trnM and trnP-petG, but the sequences are reported here for the first time. Primers used for polymerase chain reaction (PCR) and sequencing of all regions were based on previous studies (Table 3). Voucher information for all accessions is reported in Additional fileAdditional file 1: Table S1.
pgiC and gapCp were initially amplified from all samples using PCR and existing primers [72, 73]. For pgiC, primers 14F and 16R  are located in exons 14 and 16, resulting in amplification of portions of those exons, all of exon 15, and the intervening introns. gapCp primers 8F1 and 11R1  are located in exons 8 and 11, and parts of those exons as well as all of exons 9 and 10 and the three intervening introns are amplified. Amplification occurred in 20 μL reactions containing 7.25 μL ddH20, 4 μL 5x Colorless GoTaq Flexi buffer (Promega, Madison Wisconsin), 0.4 μL 10mM dNTP, 1 μL 25mM MgCl2, 2 μL of each 1mM primer, 0.25 μL GoTaq Flexi DNA polymerase (Promega, Madison, Wisconsin), and 3 μL template DNA diluted from stocks to 0.2 ng/μL. Amplifications were carried out on an Eppendorf MasterCycler Pro S (Eppendorf Scientific Inc., Hamburg, Germany) thermal cycler with the following protocols: for pgiC, 95°C for 7 min, (94°C for 30 s, 51°C for 1 min, 72°C for 1 min) × 40 cycles, 72°C for 4 min; for gapCp, 94°C for 3 min, (94°C for 1 min, 55°C for 1 min, 72°C for 3 min) × 35 cycles, 72°C for 10 min.
PCR products were run on a 1.2% agarose gel, from which bands were cut and DNA re-extracted using the ZymoClean Gel DNA Recovery System (Zymo Research Corp., Irvine, California). A single 700–800 base pair band was amplified and re-extracted in the pgiC reactions. There are two paralogs of gapCp in Dryopteris, a “long” copy and a “short” copy, which differ in the length of intron 9 and are easily separable on a gel. The “short” copy (600–900 bp) amplified reliably across most of our accessions and so was selected for these analyses.
We cloned both loci from all samples using the pGEM-T Easy Vector System I (Promega, Madison, Wisconsin) and following the protocol of  for cloning, colony selection, and post-cloning re-amplification with universal M13 primers. At least eight and up to 24 colonies were chosen for each individual. Final PCR products were purified using ExoSAP-IT (USB Corp., Cleveland, Ohio), and forward and reverse cycle-sequencing reactions carried out using BigDye Terminator 3.1 (Applied Biosystems, Foster City, California) with the region-specific primers. Sequencing products were purified via gel filtration chromatography using Sephadex columns (Sigma-Aldrich, St. Louis, Missouri) according to the manufacturer’s protocols. Sequencing occurred at the University of Wisconsin-Madison Biotechnology Center (Madison, Wisconsin).
Unique copies of pgiC and gapCp from all individuals were identified following  and . Briefly, all sequences for a given accession were first pooled and observed by eye, and chimeric sequences easily identified and removed. An unrooted neighbor-joining tree was then constructed for each accession using the remaining sequences, and these trees were used along with visual inspection of the alignments to identify groups of sequences representing separate homeologs, which shared at least three polymorphisms (gaps, single, or multiple base pair changes). Consensus sequences were then constructed for these groups. We also retained singleton sequences that were not obviously chimeric or the result of PCR error, as they could potentially represent additional, under-sampled variation. Consensus and singleton sequences representing homeologs were assigned A, B, and C labels when more than one was found for a given species, and all sequences were deposited in GenBank (Appendix) and used in subsequent analyses.
Sequence alignment and phylogenetic analyses
Alignment of the plastid sequences is described in . pgiC and gapCp sequences were aligned using the MAFFT  plugin in Geneious 5.5.3  and subsequently adjusted manually via the Geneious interface. Gaps in the alignments due to insertion/deletion events (indels) were coded as present or absent using the approach of  as implemented in the program FastGap , and appended to the nucleotide data as additional characters. Incongruence between the data partitions representing different portions of the plastid genome was assessed via the incongruence length difference (ILD) test , implemented as the partition homogeneity test in PAUP*4.0d102 . When used correctly this method can be informative , though it is sensitive to a number of factors and can be prone to errors . We therefore also visually compared trees reconstructed using individual partitions in order to identify any discordance between well supported clades.
Phylogenetic analyses were performed separately on the plastid, pgiC, and gapCp datasets using maximum parsimony (MP) in PAUPRat  and PAUP* , maximum likelihood (ML) in Garli 2.0  and RAxML 7.2.8 [116, 117], and Bayesian inference (BI) in MrBayes 3.1.2 . PAUPRat, RAxML, and MrBayes analyses were conducted on the Cyberinfrastructure for Phylogenetic Research (CIPRES) Portal 2 (http://www.phylo.org/portal2/) . The amount of homoplasy in the data was evaluated using consistency indices, both including (CI) and excluding (CI’) autapomorphies .
MP analyses with PAUPRat, based on Parsimony Ratchet , were conducted using 1,000 ratchets with 200 iterations per replicate, following . Support for clades was estimated using parsimony bootstrap analysis in PAUP* with 1,000 replicates, TBR branch swapping, simple taxon addition with one tree held at each step, and a maximum of 100 trees saved per replicate in order to decrease the time needed to run large bootstrap replicates. All MP analyses were run both with and without the indel data included, in order to assess their effects on topology and clade support. These data were not included in the ML and BI analyses, as CIPRES does not provide a way to model standard (non-nucleotide) variables in its analyses.
For ML and BI analyses, the optimal model of molecular evolution for each plastid and nuclear locus was identified using hierarchical likelihood ratio tests and the Akaike information criterion in MrModeltest 2.3 . The most likely phylogeny for each dataset was produced in Garli 2.0 (Genetic Algorithm for Rapid Likelihood Inference) , using the optimal model of evolution for each partition. ML bootstrapping was executed in RAxML v. 7.2.8 (Randomized Accelerated Maximum Likelihood) [116, 117]. The CIPRES portal allows only one model to be in place in RAxML analyses, though the dataset can be partitioned so that parameters for each partition may vary freely. Thus, for the plastid dataset, the most complex model for the set of loci was employed, and 1,000 bootstrap replicates were completed. BI analyses were completed in MrBayes 3.1.2  on CIPRES, with different (optimal) models allowed for each region. Four independent runs of 10,000,000 generations were completed with four chains each (three heated, one cold), with a chain temp of 0.2 and uniform priors. Trees were sampled every 1,000 generations. Chain convergence and stationarity were assessed using Tracer 1.5 , by visually examining plots of parameter values and log-likelihood against the number of generations. Convergence and stationarity were assumed when the average standard deviation of split frequencies reached 0.01 or less. The first 25% of trees from each run were discarded as burn-in, and the remaining trees from the four runs were combined. A majority-rule consensus of these trees showing posterior probabilities (PP) was produced with PAUP*.
Divergence time analysis
Divergence times were estimated for the gapCp dataset, for which we had the greatest number of accessions of North American species, using a Bayesian method  implemented in the program BEAST 1.6.2 (Bayesian Evolutionary Analysis by Sampling Trees; ). This method simultaneously estimates phylogeny and molecular rates using an MCMC strategy. The optimal GTR+Γ model of evolution was specified. We implemented a Yule process speciation prior and an uncorrelated lognormal (UCLN) model of rate change, with clock models unlinked between partitions. Analyses were run for 35,000,000 generations, with parameters sampled every 1,000 generations and the first 25% discarded as burnin. Tracer v1.5  was used to examine the posterior distribution of all parameters and their associated statistics, including estimated sample sizes (ESS) and 95% highest posterior density (HPD) intervals. TreeAnnotator v1.5.4  was used to summarize the set of post-burn-in trees and their parameters, in order to produce a maximum clade credibility (MCC) chronogram showing mean divergence time estimates with 95% HPD intervals. We implemented one calibration point, at the root node of Dryopteris, and modeled this as a lognormal prior with mean 2.0, stdev 0.5, and offset 35, in order to approximate the mean and 95% HPD intervals for the root of Dryopteris (42.4, 53.4-32.2 ma) found by Sessa et al. . This secondary calibration point was employed due to a lack of reliable fossils of Dryopteris or Dryopteridaceae available for use in calibrating divergence time analyses (discussed in ). Lognormal priors, which apply a soft maximum bound with declining probability towards older dates , are particularly appropriate for use with secondary calibration points, as the distribution can account for some of the error associated with the original estimate [127, 128].
A reticulation network showing inferred polyploidization events was constructed using the algorithm of  as implemented in the program PADRE [129, 130]. The input data matrix consisted of sequences of pgiC and gapCp for one representative each of the thirteen North American Dryopteris species and all additional non-reticulate taxa present in our overall data set (i.e. all putatively diploid species that could potentially be progenitors of the North American allopolyploids) . This matrix included 20 species of Dryopteris and one of Polystichum. We performed an ILD test to assess incongruence between the two nuclear markers for this set of taxa, and then obtained the best ML topology for the dataset using Garli 2.0 . This multi-labelled topology was used as the input for PADRE.
For our plastid dataset, we calculated pairwise Jukes-Cantor distances between all known diploid, non-reticulate species present in our overall dataset. As in the reticulation network, this included all putatively diploid species that could potentially be progenitors of the North American allopolyploids. We inferred diploid sequences for “D. semicristata” by identifying the sequences from D. carthusiana, D. cristata, and D. clintoniana that we interpret as having been inherited from “D. semicristata” and taking their consensus. All pairwise genetic distances were ranked and a histogram of distances between all diploid pairs compiled, highlighting those five that corresponded to parental pairs that actually produced the North American allopolyploids (for D. clintoniana, the putative paternal progenitor is D. goldiana; the putative maternal parents is D. cristata, which is itself an allotetraploid whose putative maternal parent is “D. semicristata”, thus D. goldiana–“D. semicristata” was considered the parental pair for D. clintoniana). A randomization test with 10,000 replicates was conducted that assessed whether the sum of squared deviations from the mean (the overall mean of genetic distances for all pairs, equal to 0.0358) of the five parental pairs corresponding to the actual allopolyploids was significantly less than the random expectation. Significance (P < 0.05) was taken to be strong evidence for the “intermediate” nature of the genetic distances between parental pairs of the actual allopolyploids, in that in less than 5% of cases would a random set of five parental pair distances have a smaller sum of squared deviations from the mean than the set that gave rise to the five actual allopolyploids.
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The authors thank E. Alverson, S. Bornell, B. Gilman, T. Grabs, A. Jandl, C. Line, S. Lorbeer, B. & A. Manierre, T. Meyer, A. Reznicek, C. Taylor, B. Vesterby, S. Wechsler, D. Werier, F.R. Wesley, K. Woods, and especially T. Goforth for help in the field; J. Geiger, S. Hennequin, C. Rothfels, and J.E. Watkins for providing material; D. Giblin, M. McNamara, R. Moran, R. Olmstead, A. Smith, M. Sundue, and S. Vance for help with arranging herbarium visits; herbaria BH, NY, MO, UC, US, WTU for letting us view specimens; and the Finger Lakes Land Trust, Huron Mountain Club, Fernwood Botanical Gardens, and University of Wisconsin-Madison Arboretum for allowing us to visit and collect Dryopteris in the field. Profound thanks to M. Ames, C. Ané, B. Berger, A. Gardner, P. Gonsiska, B. Grady, J. Hunt, R. Jabaily, D. Stein, and K. Sytsma for advice and discussion. We gratefully acknowledge financial support for this research from: the National Science Foundation (DDIG award to EBS, TJG; grant DEB-1110335); the Huron Mountain Wildlife Foundation (EBS, TJG); graduate research awards from the Botanical Society of America, American Society of Plant Taxonomists, and Torrey Botanical Society (EBS), and a Smithsonian Graduate Research Fellowship (EBS). Funding sources had no involvement in study design, data collection, analysis, interpretation, or article preparation or submission.
The authors declare that they have no competing interests.
EBS obtained plant material from the field and herbaria, carried out all molecular work and subsequent analyses, and drafted the manuscript. TJG and EAZ participated in the design of the study, including taxon and analysis selection, and helped to draft the manuscript. All authors read and approved the final manuscript.
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Sessa, E.B., Zimmer, E.A. & Givnish, T.J. Unraveling reticulate evolution in North American Dryopteris (Dryopteridaceae). BMC Evol Biol 12, 104 (2012). https://doi.org/10.1186/1471-2148-12-104
- Divergence time estimates
- Genetic distances