Molecular Species Delimitation in the Racomitrium
canescens Complex (Grimmiaceae) and Implications for
DNA Barcoding of Species Complexes in Mosses
Michael Stech1*, Sarina Veldman1, Juan Larraı́n2, Jesús Muñoz3,4, Dietmar Quandt5, Kristian Hassel6,
Hans Kruijer1
1 Naturalis Biodiversity Center, Section National Herbarium of the Netherlands, Leiden University, Leiden, The Netherlands, 2 Departamento de Botánica, Universidad de
Concepción, Concepción, Chile, 3 Real Jardı́n Botánico, Consejo Superior de Investigaciones Cientı́ficas (RJB-CSIC), Madrid, Spain, 4 Centro de Investigación de la
Biodiversidad y Cambio Climático, Universidad Tecnológica Indoamérica, Quito, Ecuador, 5 Nees-Institute for Plant Biodiversity, Rheinische Friedrich-Wilhelms-Universität,
Bonn, Germany, 6 Museum of Natural History and Archaeology, Norwegian University of Science and Technology, Trondheim, Norway
Abstract
In bryophytes a morphological species concept is still most commonly employed, but delimitation of closely related species
based on morphological characters is often difficult. Here we test morphological species circumscriptions in a species
complex of the moss genus Racomitrium, the R. canescens complex, based on variable DNA sequence markers from the
plastid (rps4-trnT-trnL region) and nuclear (nrITS) genomes. The extensive morphological variability within the complex has
led to different opinions about the number of species and intraspecific taxa to be distinguished. Molecular phylogenetic
reconstructions allowed to clearly distinguish all eight currently recognised species of the complex plus a ninth species that
was inferred to belong to the complex in earlier molecular analyses. The taxonomic significance of intraspecific sequence
variation is discussed. The present molecular data do not support the division of the R. canescens complex into two groups
of species (subsections or sections). Most morphological characters, albeit being in part difficult to apply, are reliable for
species identification in the R. canescens complex. However, misidentification of collections that were morphologically
intermediate between species questioned the suitability of leaf shape as diagnostic character. Four partitions of the
molecular markers (rps4-trnT, trnT-trnL, ITS1, ITS2) that could potentially be used for molecular species identification (DNA
barcoding) performed almost equally well concerning amplification and sequencing success. Of these, ITS1 provided the
highest species discrimination capacity and should be considered as a DNA barcoding marker for mosses, especially in
complexes of closely related species. Molecular species identification should be complemented by redefining
morphological characters, to develop a set of easy-to-use molecular and non-molecular identification tools for improving
biodiversity assessments and ecological research including mosses.
Citation: Stech M, Veldman S, Larraı́n J, Muñoz J, Quandt D, et al. (2013) Molecular Species Delimitation in the Racomitrium canescens Complex (Grimmiaceae)
and Implications for DNA Barcoding of Species Complexes in Mosses. PLoS ONE 8(1): e53134. doi:10.1371/journal.pone.0053134
Editor: Dmitry A. Filatov, University of Oxford, United Kingdom
Received February 10, 2012; Accepted November 26, 2012; Published January 14, 2013
Copyright: ß 2013 Stech et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: MS and HK received financial support from the European Centre for Arctic Environmental Research (projects ARCFAC-026129-2008-31, ARCFAC026129-2009-123) and the Dutch Organization for Scientific Research (NWO, project ALW-NAP/08-01). JM received financial support from the Ministry of Science
and Technology of Spain (grant CGL2009-09530-BOS). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of
the manuscript.
Competing Interests: The authors have declared that no competing interests exist.
* E-mail:
[email protected]
populations that are morphologically distinguishable from other
groups [1]. DNA sequence analyses allow testing the morphological species circumscriptions and providing new insights into
species relationships. An increasing number of studies of bryophyte
species, especially moss species, has already revealed incongruence
between morphological species circumscriptions and molecular
data (see [1,2] for review). In particular, heterogeneity between
rates of molecular versus morphological evolution seems to be
evident in bryophytes, partly leading to a hidden molecular
diversity and cryptic speciation (e.g. [3,4]). DNA sequence
analyses can provide new tools for species identification as well
by comparing sequences from unidentified specimens with a
reference database of sequences of identified specimens (DNA
barcoding), which can also be used by researchers not specialized
in bryology. Although rbcL and matK were advocated as core DNA
barcoding markers for land plants [5], the identification success
Introduction
Mosses (Bryophyta) represent the most species rich of the three
lineages of bryophytes, and the second most species rich lineage of
land plants after angiosperms [1]. Mosses contribute significantly
to the biodiversity of terrestrial ecosystems. For example, species of
the moss genus Racomitrium s.l. (Grimmiaceae, Bryophyta) are
important components of many terrestrial and saxicolous habitats,
from coastal sand dunes to mountain ecosystems to the arctic
tundra. However, ecological and biodiversity research aiming at
including bryophytes is often hampered by unclear species
circumscriptions and identification difficulties of bryophyte taxa
based on morphological characters. This is especially true for
complexes of closely related, morphologically similar species.
In bryophytes, a morphological species concept is still most
commonly employed, i.e., species are groups of individuals or
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Species Delimitation in Racomitrium canescens
studies was too limited to infer species delimitations within the R.
canescens complex with confidence.
In the present study, molecular species delimitations and
relationships in the R. canescens complex are assessed based on
accessions from all species of the complex, including R. varium.
According to previous analyses [9,14,15], the plastid (cpDNA)
rps4-trnT-trnL and nuclear ribosomal ITS regions were chosen as
most promising markers in terms of potential sequence variability
and sequencing success. We aim to infer whether (i) the
morphological taxa of the R. canescens complex can be distinguished at the molecular level and whether the degree of genetic
differentiation supports their recognition at the species level, (ii)
morphological characters used for species identification are
suitable in the light of the molecular data, and (iii) intraspecific
molecular diversity corresponds to hitherto recognized intraspecific taxa. We will discuss which part of the sequenced DNA
regions is most suitable for molecular species identification and the
implications thereof for DNA barcoding of mosses, in particular in
complexes of closely related species.
using these two markers has been demonstrated to be below 70%
in angiosperms (e.g. [6]). Therefore, other potential barcoding
markers need to be tested and discussed, especially for bryophytes
(e.g. [7–11]), which have lower molecular rates compared to
angiosperms [12].
The taxonomy of the genus Racomitrium exemplifies the need of
testing morphological taxon circumscriptions by molecular data.
Morphologically distinguishable groups have been treated either at
different taxonomic levels within a broadly defined genus
Racomitrium, or as four separate genera [13], which led to
considerable changes in species names. For example, the R.
canescens species complex was treated as genus Niphotrichum [13].
First molecular phylogenetic reconstructions, however, supported
a monophyletic Racomitrium clade [14,15].
The Racomitrium canescens complex is of Holarctic distribution
and widespread in most parts of the northern temperate to arctic
zones. It is easily distinguished from the other Racomitrium species
by a combination of morphological characters, which include
strongly papillose laminal cells with the tall papillae situated over
the cell lumina, very long peristome teeth that are regularly cleft to
base in 2–3 filiform prongs, and hyaline alar cells forming often
decurrent auricles. The extensive morphological variability within
the complex has led to different opinions in the older literature
about the number of species and intraspecific taxa that should be
distinguished (cf. [16,17]). Consequently, Frisvoll [17] aimed at
finding stable morphological characters that should represent
different species, and distinguishing these characters from environmental modifications. Based mainly on leaf characters (leaf
shape, hairpoint morphology, nerve length, alar cells and basal
marginal leaf cells), Frisvoll [17] carried out a comprehensive
taxonomic revision, in which eight species in two subsections were
recognised, a classification still accepted to date (e.g. [18]). Frisvoll
[17] argued that his morphologically defined species represent
different genotypes, due to the frequent occurrence of mixed
populations of two or more types of morphologically distinguishable plants (for diagnostic morphological characters of the species
see [17,18]).
Four species are widespread across the Holarctic, namely R.
canescens s.str., R. elongatum, R. ericoides, and R. panschii, the latter
being mainly confined to the Arctic, whereas the other four species
occur mainly in western North America (R. pygmaeum, R. muticum)
or East Asia (R. barbuloides, R. japonicum), respectively. In addition,
Frisvoll [17] distinguished two subspecies within R. canescens s.str.,
subsp. canescens and subsp. latifolium. They are found in mixed
populations in an overlapping part of their otherwise separated
distribution areas, but are morphologically intergrading and were
therefore not considered separate species by Frisvoll [17].
The available taxonomic revisions and floristic treatments (e.g.
[16–18]) provided a sound basis for testing morphological species
circumscriptions in the R. canescens complex. Molecular phylogenetic reconstructions supported the monophyly of the complex
[15,19] and indicated that another species, the western North
American R. varium, belongs to the complex as well [15]. The latter
was considered to belong to the Racomitrium segregate Codriophorus
[13], which differs from Niphotrichum by having leaf papillae
situated over the cell walls, undifferentiated or coloured alar cells,
and shorter peristome teeth. In R. varium, however, the peristome
teeth are long, which supports its position in the R. canescens
complex. A clade composed of two species, R. fasciculare and R.
laevigatum, was resolved as sister group of the R. canescens complex
[15,19]. A first case study to evaluate molecular markers for
species identification in Grimmiaceae indicated that DNA
barcoding can facilitate species identification in the R. canescens
complex [9]. However, the taxon sampling of these molecular
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Results
The rps4-trnT-trnL region could be amplified and sequenced
from 68 out of the 70 newly analyzed Racomitrium specimens. From
two specimens only the rps4-trnT part could be amplified. The
complete ITS region (ITS1-5.8S-ITS2) was obtained from all 70
specimens, except that in one specimen the 59 end of ITS1
remained incomplete. Considering also the six additional specimens which could not or only partially be amplified and were
excluded from further analyses, amplification and sequencing
success was 90% for the complete rps4-trnT-trnL region and 92%
for ITS.
The alignment of the rps4-trnT-trnL region comprised 992
positions and included the 39 end of the rps4 gene (positions 1–
124), rps4-trnTUGU intergenic spacer (125–462), trnTUGU gene
(463–536), trnTUGU-trnLUAA spacer (537–870), trnLUAA 59 exon
(871–905), and the 59 part of the trnLUAA intron (906–992). The
nrITS alignment comprised 1418 positions and included the
internal transcribed spacer 1 (positions 1–817), 5.8S rRNA gene
(818–975), internal transcribed spacer 2 (976–1409), and the 59end
of the 26S rRNA gene (1410–1418). Parsimony-informative
positions were 48 in the plastid region (26 substitutions/22 indels
coded by simple indel coding [SIC]) and 308 (134/174) in ITS,
resulting in a total of 356 parsimony-informative positions
including indels.
Ranges of intraspecific versus interspecific pairwise nucleotide
distances according to the Kimura 2-parameter (K2P) model
overlapped in the combined dataset and the ITS partitions
(Table 1). This was due to small interspecific distances between R.
muticum and R. pygmaeum on the one hand and rather large
intraspecific distances within R. japonicum on the other. To further
compare the different partitions, maximum intraspecific divergences were plotted against minimum interspecific divergences for
all possible species pairs of the five species with more than one
specimen sequenced (R. canescens, R. elongatum, R. ericoides, R.
japonicum, R. muticum). The resulting graphs (Fig. 1A–F) showed
that interspecific divergences were clearly greater than intraspecific variation except for few pairwise comparisons in trnT-trnL and
ITS2, i.e., that a barcoding gap was present (data points above the
1:1 line). Tables of all nucleotide distances measured are available
on request. Significant p-values were obtained for all pairwise
comparisons of Fst estimates based on plastid and ITS haplotypes
for the the five species with more than one specimen sequenced
(Table 2), except for ITS of R. japonicum–R. panschii.
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Species Delimitation in Racomitrium canescens
Table 1. Intra- versus interspecific pairwise distances of rps4-trnT-trnL and ITS sequences in the Racomitrium canescens complex.
combined
rps4-trnT-trnL
rps4-trnT
trnT-trnL
ITS
ITS1
ITS2
intra
0–0.0068
0–0.0011
0
0–0.0025
0–0.0135
0–0.0173
0–0.0223
inter
0.0056–0.0511
0.0022–0.0132
0.0023–0.0161
0.0025–0.0151
0.0094–0.0913
0.0149–0.1686
0.0069–0.1006
overlap
0.0012
0
0
0
0.0041
0.0024
0.0154
Kimura 2-parameter (K2P) distances are shown for the combined molecular markers and different partitions thereof. The upper two rows indicate the ranges of
intraspecific and interspecific distances for all eight species of the R. canescens complex plus R. varium. The last row indicates the overlap between the maximum
intraspecific and minimum interspecific distances.
doi:10.1371/journal.pone.0053134.t001
canescens, namely R. barbuloides (R. canescens var. epilosum H. Müll. ex
Milde, fide [20]), R. ericoides, and R. muticum [17,18], and the
species newly described by Frisvoll [17], viz. R. elongatum and R.
pygmaeum, are molecularly clearly separated from R. canescens s.str.
Despite low phylogenetic distances in the R. canescens complex,
genetic differentiation between species is generally larger than
within species, as inferred from the generally smaller intraspecific
than interspecific distances (Fig. 1, branch lengths in Fig. 2) and
the significant pairwise Fst comparisons for five species of the
complex (Table 2). It has to be noted, however, that the Fst
estimates are based on a small sampling and only a small part of
the genomes with few haplotypes. Furthermore, no incongruence
between the plastid and ITS sequences was found, rejecting the
occurrence of hybridization in the present dataset. The overlap in
the total sequence distance ranges (Table 1) is due to an exception
of the general observation of smaller intraspecific than interspecific
distances, as the molecular divergence in ITS between R. muticum
and R. pygmaeum is smaller than the intraspecific divergence within
R. japonicum. It could therefore be argued that the former two
should be treated as one species, whereas R. japonicum should be
split into two. However, R. muticum and R. pygmaeum are easily
distinguishable by morphological characters [15–18]. Racomitrium
japonicum, in contrast, shows only little morphological variation,
and if split, distinguishing the two segregate taxa might be only
possible by molecular characters and possibly a geographic
separation (China versus Japan, cf. Fig. 2). This needs to be tested
by analyzing a larger number of specimens from the entire East
Asian distribution area of R. japonicum.
Based on the present inferences we argue that the molecular
data support Frisvoll’s [17] thorough revision and that his
morphological species circumscriptions should be maintained, as
they correspond to well-supported clades in the molecular
phylogenetic reconstructions. Molecular species delimitation in
the R. canescens complex is thus straightforward, in contrast to
several other genera of liverworts and mosses analyzed recently,
where the presence of para- or polyphyletic species, cryptic
speciation, incongruence between molecular markers, or incongruence between molecular and morphological characters complicated species delimitation (e.g. [2,4,21–24]).
In line with distinguishing the taxa of the R. canescens complex at
the species level, intraspecific molecular divergence could be
treated taxonomically at the subspecies level, especially when
groups of specimens form at least moderately supported subclades,
such as within R. canescens, R. ericoides, and R. japonicum (Fig. 2). In
fact, one of the subclades within R. canescens corresponds to R.
canescens subsp. latifolium (Fig. 2), which is morphologically and
geographically separated from R. canescens subsp. canescens,
although both morphological characters and the distribution
range overlap between the two subspecies [17]. The taxonomic
status of other intraspecific clades that are molecularly distinguishable within the widespread Racomitrium species remains to be
Separate phylogenetic reconstructions under maximum parsimony (MP) of the rps4-trnT-trnL versus ITS sequences and of the
four smaller partitions (rps4-trnT, trnT-trnL, ITS1, and ITS2)
resulted in differently resolved trees, but did not show incongruence with respect to significantly supported clades (Supporting
Figs. S1, S2, S3, S4, S5, S6). The partition homogeneity test (ILD
test) between the ITS and plastid alignments did not indicate the
presence of incongruence (P = 0.8). Bootstrap support values of the
clades of the Racomitrium canescens complex, including R. varium,
which were obtained in the separate analyses, are compared in
Table 3.
In the MP-PRAP analyses of the combined dataset, 525 trees
(lengths 351 steps, consistency index CI = 0.815, retention index
RI = 0.964) were retained without indels and 1113 trees (lengths
750, CI = 0.700, RI = 0.953) with indels coded by SIC included. A
maximum likelihood calculation recovered a single optimal tree
(lnL = 25429.03137), which is depicted in Fig. 2, with statistical
support from MP analyses (bootstrap support values, BS) and
Bayesian inference (BI; posterior probability values, PP), both
without and with indels, indicated. As shown in Fig. 2, the
Racomitrium canescens complex, including R. varium, is well supported
in all MP and BI analyses. Within the complex, all species with
more than one specimen included (R. canescens, R. elongatum, R.
ericoides, R. japonicum, and R. muticum) form clades with significant
statistical support. The relationships of R. barbuloides as sister to R.
japonicum, R. varium as sister to these two species, and R. pygmaeum as
sister to R. muticum receive significant support as well. Relationships between these clades and the other species, i.e., the backbone
of the phylogenetic reconstruction, however, remain unsupported
or receive significant support in the Bayesian analyses only.
Intraspecific variation is observed in R. canescens s.str., R. ericoides,
and R. japonicum, whereas sequences are almost or even completely
identical in R. elongatum and R. panschii. One clade within R.
canescens s.str. corresponds to R. canescens subsp. latifolium.
Discussion
Species circumscriptions and relationships in the
Racomitrium canescens complex
All eight morphologically defined species of the R. canescens
complex plus R. varium are easily distinguishable from each other
based on the combined rps4-trnT-trnL and ITS sequence data
(Fig. 2). Much confusion about species delimitations in the R.
canescens complex arose from early taxonomic attempts to
subdivide R. canescens s.l. into various varieties or forms (overview
in [17]), which were often based on environmental modifications
of morphological characters only. Frisvoll [17] emphasized the
frequent presence of mixed populations (‘mixed stands’) of
morphologically distinguishable plants, which indicated that a
number of genetically distinct taxa do exist in the R. canescens
complex. In fact, the species formerly treated as varieties of R.
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Species Delimitation in Racomitrium canescens
Figure 1. Sequence divergence percentages between species pairs in the Racomitrium canescens complex. Comparison of maximum
intraspecific versus minimum interspecific divergence percentages for species pairs of five species (R. canescens, R. elongatum, R. ericoides, R.
japonicum, R. muticum) with more than one specimen sequenced for the plastid rps4-trnT-trnL region (A) and its partitions rps4-trnT (B) and trnT-trnL
(C) as well as the nrITS region (D) and its partitions ITS1 (E) and ITS2 (F).
doi:10.1371/journal.pone.0053134.g001
tested. As in R. japonicum, subclades in R. canescens seem to be
geographically separated (circum-North Pacific, western North
America, Europe), which would provide support for treating them
as separate subspecies in addition to subsp. latifolium, but more
specimens, especially from outside Europe, need to be analyzed.
At the supraspecific level, the present molecular data do not
support the division of the R. canescens complex into two groups of
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species, which were formerly treated as Racomitrium subsections
Canescens and Ericoides [17] or Niphotrichum sections Niphotrichum and
Elongata [18], respectively. According to these classifications, R.
canescens s.str. and R. panschii should be closely related (both placed
in subsect. Canescens) and separated from the remaining species of
the complex (classified in subsect. Ericoides). However, the present
molecular data indicate a closer relationship of R. panschii with R.
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Species Delimitation in Racomitrium canescens
Table 2. Calculations of pairwise Fst estimates and p-values for five species of the Racomitrium canescens complex.
R. japonicum
R. elongatum
0.907/0.001*
R. japonicum
R. panschii
R. ericoides
R. canescens
0.253/0.096*
0.286/0.039*
0.253/0.078*
0.796/0.000*
0.619/0.000*
0.549/0.000*
0.243/0.002*
0.214/0.006*
R. elongatum
0.465/0.002*
R. panschii
1.000/0.166*
0.515/0.000*
R. ericoides
1.000/0.001*
0.661/0.000*
1.000/0.000*
R. canescens
0.502/0.000*
0.335/0.000*
0.537/0.000*
0.244/0.000*
0.641/0.000*
Group comparisons based on the ITS sequence and indel data are indicated above the diagonal, whereas group comparisons based on the plastid sequence and indel
data are shown below the diagonal. Significant p-values (significance level 0.05) are indicated by an asterisk.
doi:10.1371/journal.pone.0053134.t002
barbuloides, R. japonicum, and R. varium (Fig. 2). Racomitrium japonicum,
which was considered by Frisvoll [17] as distantly related to the
remaining taxa of the R. canescens complex, is found here closely
related to R. barbuloides (Fig. 2), with which it frequently grows
together in mixed stands [17]. Both R. barbuloides and R. japonicum
are predominantly East Asian species, the latter reaching
southwards to Vietnam and Australia [25,26]. Similarly, a close
relationship is indicated between the circum-North Pacific R.
muticum, which is most frequent in western North America [18],
and the western North American endemic R. pygmaeum. Further
inferences on species relationships as well as analyses of
phylogeographic patterns in the R. canescens complex need further
study based on a denser sampling especially in the North
American-East Asian region and sequencing of additional markers
to increase support for the backbone of the phylogenetic
reconstruction (Fig. 2).
The clear molecular distinction between the species of the R.
canescens complex indicates that the morphological characters used
to identify them (leaf shape, hairpoint structure and stance, nerve
length, alar cells and basal marginal leaf cells), albeit being in part
rather small and difficult to apply, are reliable for species
identification. On the other hand, misidentification of collections
seems to be a severe problem in the R. canescens complex. If the
molecular phylogenetic reconstructions accurately reflect species
delimitations, 14 out of the 70 newly sequenced specimens (20%)
were misidentified based on morphological characters (Figs. 2, 3).
This could partly be due to mixed collections or field determinations without later checking the material microscopically (e.g.
collections provisionally named R. canescens [sensu lato] to indicate
that they belong to the complex), but might also be an inherent
problem of the diagnostic characters. The majority of the 14
misidentified specimens belonged to species of subsection Ericoides
sensu Frisvoll [17], not to R. canescens s.str. or subsp. latifolium
(Fig. 3). Morphological re-investigation revealed that some of the
collections named R. canescens, but actually belonging to R. ericoides
or R. elongatum, were intermediate in terms of the diagnostic
characters separating these three species. They showed rather
broad and obtusely keeled leaves, typical for R. canescens, but a
single, non-forked nerve reaching at least L up the leaf, typical for
the two latter species, members of subsect. Ericoides. The suitability
of leaf shape as a diagnostic character hence is questionable, but
this needs to be confirmed by analysis of a larger number of
collections labelled R. canescens.
Implications for DNA barcoding of species complexes in
mosses
Species identification by DNA barcoding seems to be more
difficult in bryophytes than in other land plant lineages or in
animals. Instead of using a single, short piece of DNA to
discriminate species across a wide range of lineages, barcoding
in land plants is supposed to be based on one or two core markers,
plus additional information from other DNA regions where
Table 3. Comparison of maximum parsimony bootstrap support (in %) for clades of species of the Racomitrium canescens
complex.
rps4-trnT-trnL
rps4-trnT
trnT-trnL
ITS
ITS1
ITS2
R. canescens
94/88
64/–
88/88
100/100
100/100
63/85
R. elongatum
85/90
62/73
62/66
100/100
100/100
81/100
R. ericoides
93/99
83/91
63/89
96/100
92/100
59/79
R. panschii
87/95
88/86
–/84
99/100
99/99
84/99
R. varium+(R. barbuloides+R.
japonicum)
–/–
–/–
–/–
95/85
–/–
99/92
R. barbuloides+R. japonicum
86/100
84/100
–/–
100/100
100/100
94/100
R. japonicum
77/81
63/68
74/92
100/100
100/100
100/100
R. pygmaeum+R. muticum
63/54
–/–
64/–
100/100
97/100
56/64
R. muticum
–/–
–/–
–/–
95/100
94/100
–/56
The bootstrap analyses were performed using parts of the analyzed DNA regions rps4-trnT-trnL and nrITS, which can be amplified separately with established primers for
species identification purposes (DNA barcoding). Two specimens with missing sequences were excluded from the analysis of trnT-trnL. Values before and after the dash
are from analyses without and with indels included by simple indel coding (SIC), respectively; values .70% are in bold. Dashes denote clades that were not resolved in
the respective phylogenetic reconstructions.
doi:10.1371/journal.pone.0053134.t003
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Species Delimitation in Racomitrium canescens
Figure 2. Molecular species circumscriptions and relationships in the Racomitrium canescens species complex. Single optimal maximum
likelihood tree of 73 specimens based on combined plastid rps4-trnT-trnL and nrITS sequences. Racomitrium fasciculare and R. laevigatum were used
as outgroup representatives. Thick lines indicate bootstrap support (BS) values from respective maximum parsimony and significant posterior
probabilities (PP) from respective Bayesian analysis: BS.95% and PP.95 (black), BS.70% and PP.95 (dark grey), BS.70% or PP.95 (light grey).
Asterisks indicate specimens whose identification was revised according to their position in the molecular phylogenetic reconstructions.
doi:10.1371/journal.pone.0053134.g002
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clade support (Table 3). Here a different indel coding strategy
might be desired.
Advantages and disadvantages of using the nrITS region as
DNA barcode have been discussed, e.g., by [29,32]. Apart from
inherent problems such as the possible presence of paralogous ITS
copies or incongruence between ITS1 and ITS2 (e.g. [33]),
amplification difficulties of the whole ITS1-5.8S-ITS2 region need
to be taken into account. The latter, however, can often be solved
by amplifying ITS1 and ITS2 separately, which has also been
done in phylogenetic analyses of bryophytes (e.g. [34]). Until now,
mostly ITS2 has been considered as plant DNA barcode marker
[32,35]. Bell et al. [7] considered the whole ITS region for the
liverwort genus Herbertus. However, amplification and sequencing
success was lower than in the employed plastid markers. With
respect to the results of the present study, we argue that ITS1,
which is generally more variable than ITS2 [36], should also be
considered as potential barcode marker in complexes of closely
related species of mosses. The preliminary observation in the
Racomitrium canescens complex that ITS1 seems to outperform ITS2
should be tested in further species complexes to decide which part
of the nrITS region works best as potential core barcoding marker
for species identification in mosses. Furthermore, DNA barcoding
in difficult species complexes should be complemented by
redefining morphological characters, to develop a set of easy-touse molecular and non-molecular identification tools for improving biodiversity assessments and ecological research, including
mosses.
Figure 3. Revised species identifications in the Racomitrium
canescens species complex based on molecular data. Changes in
species identification of 14 specimens analyzed in the present study are
indicated by arrows. Arrow thickness is equivalent to the number of
specimens transferred from one species to another (one, two, or four
specimens, respectively). Grey or black arrows indicate changes within
or between subsections Canescens and Ericoides [15], respectively.
doi:10.1371/journal.pone.0053134.g003
necessary (e.g. [11,27,28]). Different marker combinations, mostly
from the plastid genome, have been proposed (see [11] for review),
such as rbcL and matK as core markers for land plants [5], or the
psbA-trnH spacer together with the nrITS region for angiosperms
[29]. In bryophytes, especially mosses, however, the respective
plastid markers either tend to be short (psbA-trnH spacer, trnL-F
spacer, [30,31]), their discrimination capacity at the species level is
still debated (rbcL, [8,10]), or efforts are still needed concerning
primer design and amplification strategy (trnK/matK, e.g. [7]). A
stand-alone barcoding marker is unlikely to be found among the
standard plastid markers used for phylogeny reconstruction [11].
Liu et al. [8] identified five plastid markers with amplification
success .90% and taxon assignment success .80% (in different
combinations up to 92%), viz. rbcL, rpoC1, rps4, psbA- trnH, and
trnL-F. The suitability of these markers for discriminating closely
related moss species in species complexes, however, remained
difficult to assess, as only few species from selected genera were
compared. The subsequent study focusing on Grimmiaceae [9]
already showed that (partial) rbcL sequences did not perform well,
and the discrimination capacity of the best marker (psbA- trnH) did
not exceed 65% in the whole family. In Racomitrium, all 11 species
included in Liu et al. [9] could be distinguished by rps4, and with
.80% success by rbcL and psbA-trnH, but again the question arises
whether these markers would provide sufficient information when
further closely related species are compared.
In the present study of the Racomitrium canescens complex, almost
no differences were observed between the plastid rps4-trnT-trnL
and nuclear ribosomal ITS regions concerning amplification and
sequencing success. Both regions could be sequenced completely
for at least 90% of the analyzed specimens. The ITS region
showed a clear gap between intra- and interspecific sequence
divergence for the species represented by more than one accession
(Fig. 1) and allowed to resolve clades of all species of the complex
with significant statistical support (Table 3). The same was true for
ITS1 alone (the clade of R. varium, R. barbuloides and R. japonicum
was not resolved, but R. varium still formed a clade separate from
the other species). Although the different parts of the rps4-trnT-trnL
region and the ITS2 performed well, too (Fig. 1), they failed to
discriminate R. pygmaeum and R. muticum (Table 3). Including indels
by simple indel coding did not significantly improve discrimination
capacity of any marker and in some cases even resulted in lower
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Materials and Methods
Ethics statement
All necessary permits were obtained for field studies to collect
material used for molecular analysis in Svalbard (Governor of
Svalbard, references 2008/00688-2, 2009/00412), Greenland
(BioBasis project, Dr. N.M. Schmidt, Aarhus University), Madeira
(Dr. S. Fontinha, National Park of Madeira Services/Madeira
University), Azores (Secretaria Regional da Agricultura e Florestas
Dos Açores), UK (H. Cole, Manager/Senior Ranger Naturalist,
Ben Lawers National Nature Reserve), and The Netherlands (Dr.
H. van der Hagen, Dunea N.V.). Further material was collected in
areas without specific permissions required or concerned herbarium collections from G, KRAM, L, and S, which were used
according to regulations of the respective herbaria. Areas without
permission needed were neither privately owned nor protected.
The species sampled are neither protected nor listed by CITES
(Convention on the International Trade in Endangered Species).
Taxon sampling, DNA extraction, PCR and sequencing
The present taxon sampling and outgroup selection was based
on recent molecular phylogenetic reconstructions of Racomitrium
s.l., which showed that R. fasciculare and R. laevigatum (both treated
as Codriophorus by [13]), formed a sister clade to the R. canescens
complex [15,19] (treated as Niphotrichum by [13]), the latter
including R. varium [15] (also treated as a Codriophorus in [13]).
Sequences from the plastid rps4-trnT-trnL and nuclear ribosomal
ITS regions were newly generated for 70 specimens of the
Racomitrium canescens complex. Voucher information and Genbank
accession numbers are listed in Appendix S1. Six further
collections could not or only partially be sequenced or the
sequences were of insufficient quality. In addition, sequences of
five Racomitrium specimens were taken from earlier studies, namely
R. elongatum (Spain) from [14] and R. ericoides (both samples from
Poland) as well as R. fasciculare and R. laevigatum as outgroup
representatives from [19].
7
January 2013 | Volume 8 | Issue 1 | e53134
Species Delimitation in Racomitrium canescens
Distal parts of single shoots were thoroughly cleaned with
distilled water. Total genomic DNA was extracted using the
DNeasyH Plant Kit (Qiagen) or the NucleoSpinH Plant II Kit
(Macherey-Nagel). The employed molecular markers were amplified by PCR using protocols and primers as described in [14] for
rps4-trnT-trnL (primers rps4-166F and P6/7) and [37] for nrITS
(primers 18F and 25R). In a few cases of difficulties with obtaining
PCR products, the rps4-trnL part was split into two halves, which
were amplified and sequenced separately with primers rps4-166F
and A-Rbryo or A-Fbryo and P6/7, respectively [14]. PCR
products were purified using the WizardH DNA Clean-up kit
(Promega) or by Macrogen Inc. (www.macrogen.com), where the
automated sequencing was performed as well. Sequencing primers
were those used for PCR.
(MCMCMC) method, using MrBayes v3.1 [49]. In a second set of
Bayesian analyses the indels coded by SIC were included, with
sequence and indel data treated as separate and unlinked
partitions, employing the restriction site model (‘F81’) for the
indel matrix. The a priori probabilities supplied were those
specified in the default settings of the program. Four runs with four
chains (106 generations each) were run simultaneously, with the
temperature of the single heated chain set to 0.2. Chains were
sampled every 1000 generations and the respective trees written to
a tree file. Fifty percent majority rule consensus trees and posterior
probabilities of clades were calculated by combining the four runs
and using the trees sampled after the chains converged. Trace
plots generated in Tracer v1.5 [50] were used to check for
convergence of the runs (plateaus of all runs at comparable
likelihoods) and to infer the ‘burnin’, which ranged approximately
between the first 100000 and 120000 generations (first 100–120
sampled trees). Consequently, the first 150 trees (15%) were
deleted to be sure that only trees of the stationary phase were
included.
Alignment, sequence analysis and phylogenetic
reconstructions
DNA sequences were manually aligned in PhyDEH v0.995 [38].
Phylogenetic reconstructions of taxon circumscriptions and
relationships were performed based on the maximum parsimony
(MP) principle and using two model-based approaches, maximum
likelihood (ML) and Bayesian inference (BI). Separate MP analyses
of the rps4-trnT-trnL versus ITS sequences were performed and the
resulting tree topologies were checked for possible incongruence
between the plastid and nuclear markers by visual inspection and
by applying a partition homogeneity test (ILD test) [39,40] as
implemented in PAUP* 4.0b10 [41] (100 replicates). Calculations
of pairwise Fst estimates and p-values based on plastid and ITS
haplotypes were performed using Arlequin v3.5.1.3 [42], with
haplotypes (including indel characters) delineated in TCS v1.2.1
[43].
Phylogenetic analyses of the combined plastid and nuclear
markers were run using MP, ML, and BI. To evaluate the
employed markers for DNA barcoding, further MP analyses were
performed of four partitions for which primers pairs are available,
viz. rps4-trnT, trnT-trnL, ITS1, and ITS2. In addition, pairwise
nucleotide distances between all sequences were calculated
according to the K2P model (cf. [8,9]) for the combined dataset
and all partitions, and compared between and within the species of
the R. canescens complex.
Calculation of pairwise distances as well as MP and ML analyses
were performed in PAUP. Heuristic searches under parsimony
were implemented using random sequence addition with 1000
replicates and tree bisection-reconnection (TBR) branch swapping. All MP analyses were run with gaps (indels) either treated as
missing data or coded as informative by a simple indel coding
(SIC) strategy [44] as implemented in SeqState [45]. Heuristic
bootstrap searches under parsimony were performed with 1000
replicates and 10 random addition cycles per bootstrap replicate
with the same options in effect. To search the tree space for islands
of more parsimonious trees, parsimony ratchet analyses were
performed with PRAP2 [46] in combination with PAUP,
employing the default options (200 iterations, 25% of randomly
chosen positions up-weighted to 2) and superimposed 10 random
addition cycles.
For the model-based approaches, model testing was performed
in Modeltest 3.7 [47] employing MrMTgui [48]. GTR+C+I was
indicated as best-fit model of the combined dataset according to
the Akaike information criterion (AIC). Consequently, the settings
basefreq = (0.3011 0.2002 0.2254), nst = 6, Rmat = (1.5235 5.1208
0.6544 2.3313 7.1000), rates = gamma, shape = 0.7849, and
pinvar = 0.6263 were used for ML, and nst = 6 and rates = invgamma for BI. Bayesian posterior probabilities were calculated
based on the Metropolis-coupled Markov chain Monte Carlo
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Supporting Information
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on plastid rps4-trnT-trnL sequences. Indels coded
by simple indel coding were included. Bootstrap support values of
the respective analyses without indels (before the slash) and with
indels (after the slash) are indicated.
(TIF)
Figure S1
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on plastid rps4-trnT sequences. Indels coded by
simple indel coding were included. Bootstrap support values of the
respective analyses without indels (before the slash) and with indels
(after the slash) are indicated.
(TIF)
Figure S2
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on plastid trnT-trnL sequences. Indels coded by
simple indel coding were included. Bootstrap support values of the
respective analyses without indels (before the slash) and with indels
(after the slash) are indicated.
(TIF)
Figure S3
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on nuclear ribosomal ITS sequences. Indels coded
by simple indel coding were included. Bootstrap support values of
the respective analyses without indels (before the slash) and with
indels (after the slash) are indicated.
(TIF)
Figure S4
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on nuclear ribosomal ITS1 sequences. Indels coded
by simple indel coding were included. Bootstrap support values of
the respective analyses without indels (before the slash) and with
indels (after the slash) are indicated.
(TIF)
Figure S5
Maximum parsimony phylogenetic reconstruction of the Racomitrium canescens species complex
based on nuclear ribosomal ITS2 sequences. Indels coded
by simple indel coding were included. Bootstrap support values of
Figure S6
8
January 2013 | Volume 8 | Issue 1 | e53134
Species Delimitation in Racomitrium canescens
the respective analyses without indels (before the slash) and with
indels (after the slash) are indicated.
(TIF)
Acknowledgments
Sincere thanks are due to N. Cox (NERC Station, Ny-Ålesund), M.
Loonen (Arctic Centre Groningen/Netherlands Arctic Station, NyÅlesund), and M. Sim-Sim (Lisbon) for collaboration and support during
fieldwork, to L. Hedenäs (S), R. Ochyra and H. Bednarek-Ochyra
(KRAM), and M. Price (G) for loan of herbarium collections, and to
M.C.M. Eurlings for technical assistance.
Appendix S1 Geographic origin (with numbering corresponding to Fig. 1 of the manuscript), voucher information and herbarium locations (in brackets), and GenBank accession numbers (rps4-trnT-trnL, nrITS) of 70
Racomitrium specimens newly sequenced for the present study.
(DOC)
Author Contributions
Conceived and designed the experiments: MS HK. Performed the
experiments: MS SV JL HK. Analyzed the data: MS SV. Contributed
reagents/materials/analysis tools: JM DQ KH. Wrote the paper: MS.
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