Molecular Phylogenetics and Evolution 70 (2014) 244–259
Contents lists available at ScienceDirect
Molecular Phylogenetics and Evolution
journal homepage: www.elsevier.com/locate/ympev
Miocene–Pliocene speciation, introgression, and migration of Patis
and Ptilagrostis (Poaceae: Stipeae)
Konstantin Romaschenko a,b,c, Nuria Garcia-Jacas c, Paul M. Peterson a,⇑, Robert J. Soreng a,
Roser Vilatersana c, Alfonso Susanna c
a
b
c
Smithsonian Institution, Department of Botany, MRC-166, National Museum of Natural History, Washington, DC 20013-7012, USA
M.G. Kholodny Institute of Botany, National Academy of Sciences of Ukraine, 01601 Kiev, Ukraine
Laboratory of Molecular Systematics, Botanic Institute of Barcelona, (IBB-CSIC-ICUB), Passeig del Migdia s.n., 08038 Barcelona, Spain
a r t i c l e
i n f o
Article history:
Received 11 March 2013
Revised 26 July 2013
Accepted 19 September 2013
Available online 3 October 2013
Keywords:
At103
Biogeography
Classification
Low copy nuclear DNA sequences
Patis
Phylogeny
a b s t r a c t
Genetic interchange between American and Eurasian species is fundamental to our understanding of the
biogeographical patterns, and we make a first attempt to reconstruct the evolutionary events in East Asia
that lead to the origin and dispersal of two genera, Patis and Ptilagrostis. We conducted a molecular phylogenetic study of 78 species in the tribe Stipeae using four plastid DNA sequences (ndhF, rpl32-trnL,
rps16-trnK, and rps16 intron) and two nuclear DNA sequences (ITS and At103). We use single copy nDNA
gene At103 for the first time in the grasses to elucidate the evolutionary history among members of the
Stipeae. Ampelodesmos, Hesperostipa, Oryzopsis, Pappostipa, Patis, and Stipa are found to be of multiple origins. Our phylograms reveal conflicting positions for Ptilagrostis alpina and Pt. porteri that form a clade
with Patis coreana, P. obtusa, and P. racemosa in the combined plastid tree but are aligned with other
members of Ptilagrostis in the ITS tree. We hypothesize that Ptilagrostis still retains the nucleotype of
an extinct genus which transited the Bering land bridge from American origins in the late Miocene (minimum 7.35–6.37 mya) followed by hybridization and two plastid capture events with a Trikeraia-like
taxon (7.96 mya) and para-Patis (between 5.32 and 3.76 mya). Ptilagrostis porteri and Patis racemosa then
migrated to continental North America 1.7–2.9 mya and 4.3–5.3 mya, respectively.
Published by Elsevier Inc.
1. Introduction
The tribe Stipeae Martinov is a complex and highly specialized
monophyletic lineage within the subfamily Pooideae (Davis and
Soreng, 2007; Romaschenko et al., 2010, 2012). It includes between
572 and 670 species in 28 genera often with unclear generic
boundaries and converging morphological traits (Tzvelev, 1977;
Watson and Dallwitz, 1992; Wu and Phillips, 2006; Barkworth,
2007; Romaschenko et al., 2008, 2010, 2011, 2012; Soreng et al.,
2003, 2012).
Early phylogenetic studies using plastid RFLP data to locate the
Stipeae among other groups of Poaceae (Soreng and Davis, 1998)
was followed with more thorough sampling and the use of nrDNA
ITS sequence analysis (Jacobs et al., 2000, 2007). With a different
depth of sampling the Stipeae have been investigated by combining data from ITS and several plastid regions of which three noncoding regions (trnH-psbA, trnC-trnL, and trnK-rps16) were used
in Barkworth et al. (2008) and two noncoding regions trnL-F and
⇑ Corresponding author. Address: Department of Botany, MRC-166, National
Museum of Natural History, Smithsonian Institution, 10th and Constitution Avenue
NW, Washington, DC 20013-7012, USA. Fax: +1 202 786 2563.
E-mail address: peterson@si.edu (P.M. Peterson).
1055-7903/$ - see front matter Published by Elsevier Inc.
http://dx.doi.org/10.1016/j.ympev.2013.09.018
rpl16 were used in Cialdella et al. (2007). However, none of the
resulting trees from these studies provided a cohesive theory concerning phylogenetic relationships within the tribe. In our previous
studies (Romaschenko et al., 2010, 2011, 2012) we employed sequences of nine plastid regions (trnK-matK, matK, trnH-psbA, trnLF, rps3, ndhF, rpl32-trnL, rps16-trnK, and rps16 intron), and nrDNA
ITS to recover a well-supported phylogeny using an ample set of
all known Stipeae genera. We provided evidence for restricting
the application of Achnatherum P. Beauv., Piptatherum P. Beauv.,
and Stipa to the Old World, and a monotypic Oryzopsis Michx. to
the New World; resurrecting Patis Ohwi, and recognizing two
new New World genera, Pappostipa (Speg.) Romasch., P.M. Peterson & Soreng and Piptatheropsis Romasch., P.M. Peterson & Soreng.
We also demonstrated that the genera of subtribe Duthieinae are
best placed within tribe Phaenospermateae, and that this lineage
is phylogenetically isolated from Stipeae. For a sketchy view of
the phylogeny of the Stipeae with poorly supported clades based
on only two markers (ITS and trnK) and recognition of paraphyletic
genera often portrayed as grades, see Hamasha et al. (2012).
In addition, our comprehensive plastid analyses have revealed
two broad phylogenetic patterns within Stipeae. First, there is a
mutual exclusiveness between two groups of taxa defined on the
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
basis of lemma epidermal cells reviewed by Thomasson (1978,
1979, 1980, 1982, 1985, 1987, 2005), Barkworth and Everett
(1987) and Romaschenko et al. (2008, 2010, 2011, 2012): species
with long fundamental cells and lemma epidermis with sinuate
sidewalls (saw-like lemma epidermal pattern [LEP]; ‘‘S’’ taxa),
and species with compressed fundamental cells with straight sidewalls (maize-like LEP; ‘‘M’’ taxa). Second, there is a phytogeographic alignment of New and Old World taxa within each LEP
group, with very few exceptions. This kind of pattern is of considerable biogeographic interest since it implies rarity of colonization
events between the two hemispheres and allows an opportunity to
determine when and how the colonization occurred, including the
reconstruction of paleoclimatic events and development of novel
morphological traits.
Contrary to plastid analysis, the ITS data do not support an allopatric geographical pattern but suggest common origin for Asian
Ptilagrostis Griseb., Patis, and American ‘‘S’’ lineages (ASL) including
Piptatheropsis, Ortachne Nees ex Steud., Anatherostipa (Hack. ex
Kuntze) Peñailillo, Aciachne Benth., and Piptochaetium J. Presl
(Romaschenko et al., 2010, 2012). Moreover, two members of the
ASL clade in the plastid analysis, Hesperostipa (M.K. Elias) Barkworth (‘‘S’’ taxon) and Pappostipa (‘‘M’’ taxon), were placed by
the ITS data in different subclades in the achnatheroid clade (AC),
which otherwise exclusively encompasses ‘‘M’’ taxa. This realignment leaves only two genera of Stipeae with east–west disjunctions; Patis and Ptilagrostis. Regarding the former, the North
American Piptatherum racemosum (Sm.) Eaton and the Asian Pipatherum kuoi S.M. Phillips & Z.L. Wu (Oryzopsis obtusa Stapf) were
shown to be closely related to the Asian, Achnatherum coreanum
(Honda) Ohwi. In the course of taxonomic studies the latter taxon
had been placed in different genera including Orthoraphium Nees
and Patis Ohwi (as monotypic genus), and recently was returned
to Achnatherum (Wu and Phillips, 2006). All three species were
found in a strongly supported clade only distantly related to
Achnatherum, Piptatherum, Piptatheropsis or Orthoraphium Nees
(Romaschenko et al., 2011). Based on molecular evidence and
shared morphological traits such as underdeveloped basal leaves
and long, wide flag leaf blades (a unique combination in Stipeae),
these three species were united in Patis (Romaschenko et al.,
2011): as the North American Patis racemosa (Sm.) Romasch.,
P.M. Peterson & Soreng and Asian Patis coreanum (Honda) Ohwi
and P. obtusa (Stapf) P.M. Peterson & Soreng. As for Ptilagrostis,
the argument of where and how to delimit it from Stipa continues
(Freitag, 1985; Tzvelev, 1977; Romaschenko et al., 2012). We
showed that Stipa subsessiliflora (Rupr.) Roshev. and S. purpurea
Griseb. align with Stipa s.s., rather than with other Asian Ptilagrostis
s.s. Of the two species of Ptilagrostis accepted in North America
(Barkworth, 2007), the morphologically isolated P. kingii (Bol.)
Barkworth aligned with Piptatheropsis rather than with the Asian
Ptilagrostis (Romaschenko et al., 2011, 2012).
The incongruence between plastid and nuclear phylogenies is
seen in many phylogeographic studies where a geographic structure in the distribution of cpDNA types (sequences of certain phylogenetic signal from the plastid genome) is detected (Humphreys
et al., 2010). In such cases, phylogenies based on nuclear markers
agree more often with morphological (i.e., taxonomic) boundaries
(Rieseberg and Soltis, 1991; Harding et al., 2000; King and Ferris,
2000; Comes and Abbott, 2001; Grivet and Petit, 2003; Semerikov
and Lascoux, 2003; Fehrer et al., 2007; Frajman and Oxelman,
2007; Ståhlberg and Hedrén, 2008). Our earlier Stipeae ITS-derived
topology (Romaschenko et al., 2011, 2012) appears to represent a
more ordered LEP distribution when joining Pappostipa and AC in
a separate clade of ‘‘M’’ taxa, and suggests close affinities of Asian
Ptilagrostis with the members of ASL, plants sometimes with similar LEP and an alpine-like growth. Such incongruence between nuclear and plastid data is usually interpreted as being an outcome of
245
hybridization among taxa with subsequent and often extensive
backcrossing resulting in exchange or introgression of the nuclear
genome while the plastid genome remains unchanged (Avise,
2000; Gillespie et al., 2010; Soreng et al., 2010).
Fossils of Stipeae are known only from North America and the
earliest stipoid spikelet was dated at 23 mya (Elias, 1942;
Thomasson, 1978, 1979, 1985). Therefore, to infer a time frame
for evolution of Stipeae, particularly in the Old World, we have
to rely exclusively on molecular data.
In our present study we focus on resolving the conflicts in the
phylogenetic position of Ptilagrostis and Patis portrayed in our earlier work (Romaschenko et al., 2012). Here we employ DNA sequences of At103, a low copy nuclear gene, to assess possible
reticulate evolutionary events and to compare and contrast with
combined plastid (ndhF, rpl32-trnL, rps16-trnK, and rps16 intron)
and nrDNA ITS-derived phylogenies. This is the first attempt to employ a low copy gene to investigate phylogenetic relationships
within the Stipeae; and At103 is a new marker in phylogenetic
studies of Poaceae. The application of At103 brings several advantages to the study where introgression and other kinds of genomic
exchange are concerned. The At103 gene belongs to the low copy
nuclear Conserved Ortholog Set (COS) and was reported to have a
single copy in the rice genome (Gogarten and Olendzenski, 1999;
Sonnhammer and Koonin, 2002; Li et al., 2008). It encodes Mg-protoporphyrin IX monomethyl ester cyclase, one of the key enzymes
in the chlorophyll biosynthesis pathway (Hung et al., 2010). By
using this new type of molecular data we were able to document
past intergeneric hybridization events in the Stipeae and explain
the shifting phylogenetic positions of Patis, Ptilagrostis, and a number of other related taxa in our phylogenetic trees. Genetic interchange between American and Eurasian species is fundamental
to our understanding of the biogeographical patterns among the
principal lineages within the Stipeae, and we make a first attempt
to reconstruct the evolutionary events in East Asia that lead to the
origin and dispersal of ‘‘S’’ lineages by focusing on the history of Patis and Ptilagrostis. We explore genetic interchange between lineages, investigate putative hybridization events and genome
introgression, apply the molecular clock approach to recover node
ages for clades of interest in plastid and nDNA phylogenies, and
interpret the results in light of Miocene paleoclimatic events in
East Asia.
2. Materials and methods
2.1. Taxon sampling
The data consists of 78 total species, of which 70 represent the
majority of phylogenetic groups in the Stipeae; seven represent the
Phaenospermateae. Brachyelytrum erectum (Schreb.) P. Beauv. was
included as an outgroup based on its well-documented early
diverging position in subfamily Pooideae (Bouchenak-Khelladi
et al., 2008; Davis and Soreng, 1993, 2007; GPWG, 2001; Hilu
et al., 1999; Schneider et al., 2009; Soreng et al., 2007;
Romaschenko et al., 2008, 2010, 2012). A complete list of taxa, voucher information, and GenBank numbers can be found in Appendix
1 (see Supplementary material). New sequences included in this
manuscript are: 134 (all) for At103, 14 for ITS, 13 for ndhF, 12 for
rpl32-trnL, 13 for rps16-trnK, and 13 for rps16 intron; others were
used previously (Romaschenko et al., 2008, 2011, 2012).
Our sample contains nearly a complete set of Ptilagrostis species
[minus Pt. yadongensis Keng f. & J.S. Tang or Pt. schischkinii (Tzvelev) Czer.], and includes related polyploid species that had ambiguous phylogenetic positions in Romaschenko et al. (2010, 2012).
We also wanted to represent the taxonomic and geographical
diversity of Stipeae using primarily putative diploid species
246
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
(2n = 20–24), confirmed by previous chromosome counts
(Romaschenko et al., 2012, see Appendix 3), as well as taxa with
an unknown chromosome number but which fall within clades
with diploids and lacking polyploids. In the majority of cases the
DNA was extracted from silica dried material collected by the
authors, while a few samples were taken from other specimens
in the United States National Herbarium (US). The Asian Piptatherum and Ptilagrostis samples were taken from specimens at the
Komarov Botanical Institute (LE) and Austrostipa samples were
provided by Surrey Jacobs from personal collections.
2.2. DNA extraction, amplification, sequencing, and cloning
All procedures related to the sequencing of the combined plastid and ITS regions were performed in the Laboratory of Analytical
Biology (LAB) at the Smithsonian Institution. DNA isolation, amplification, and sequencing of ndhF, rpL32-trnL, rps16-trnK, and rps16
intron were accomplished following procedures outlined in
Peterson et al. (2010a,b, 2011, 2012) and Romaschenko et al.
(2010, 2012). Cloning and direct sequencing of nDNA At103 region
was done in the Laboratory of Molecular Systematics at the Botanic
Institute of Barcelona. TOPO-TA (Invitrogen) kit for cloning Taq
polymerase-amplified PCR products was used according to the protocol suggested by the manufacturer to obtain multiple copies of
At103 for the following 14 species that are polyploid, of unknown
ploidy or diploid (d) species of interest: Achnatherum splendens
(Trin.) Nevski, Achnatherum stillmanii (Bol.) Barkworth, Ampelodesmos mauritanicus (Poir.) T. Durand & Schinz, Hesperostipa comata
(Trin. & Rupr.) Barkworth, Oryzopsis asperifolia Michx., Pappostipa
chrysophylla (E. Desv.) Romasch., Patis coreana (Honda) Ohwi, Patis
obtusa (Stapf) Romasch., P.M. Peterson & Soreng, Patis racemosa,
Psammochloa villosa (Trin.) Bor, Ptilagrostis mongholica (Turcz. ex
Trin.) Griseb. (d), Ptilagrostis porteri (d), Stipa zalesskii Wilensky,
and Trikeraia hookeri (Stapf) Bor. All available colonies (20–60 per
plate) were chosen for PCR. Of these, from 15 to 48 PCR products
of proper length were purified using the QIAquick PCR purification
kit (Qiagen, Tokyo) and then used for sequencing with the same
primers as in the original amplification or with universal cloning
primers T7 and M13.
At103 consists of five translated exons and four introns (Li et al.,
2008). For At103 we used only exon III (largest portion) and all of
intron III. These regions are relatively short (aligned length of the
sequence is 336 bp) and can easily be obtained from old herbarium
material. We screened 54 putative diploids in the Stipeae and seven from adjacent Phaenospermateae with At103 by direct
sequencing. Only sequences with an unambiguous signal were
used. The primers and the PCR conditions were used as described
by Li et al. (2008). At103 data provide independent evidence for
species relationships, and a chance to test inferences based on
ITS and plastid data.
2.3. Phylogenetic analyses
Sequences of ITS, ndhF, rpL32-trnL, rps16-trnK, and rps16 intron
were aligned using Muscle (Edgar, 2004) implemented in Geneious
5.3.4. Likelihood parameters were estimated with jModeltest v0.1
(Posada, 2008) while choosing Akaike information criterion (AIC).
The designated evolutionary models and maximum likelihood
(ML) parameters are shown in Table 1.
Different regions of the plastid genome are assumed to have
evolved on a single tree topology despite possible hybridization
among species (Graham and Olmstead, 2000; Erixon and Oxelman,
2008). Therefore, we combined the plastid data and analyzed them
as a single unit. The incongruence length difference (ILD) test
(Farris et al., 1994), implemented in the program WinClada ver.
1.00.08 (Nixon, 2002), was used to test for incongruence between
plastid and ITS datasets. Default parameters for 1000 replicates
were executed. The ILD test confirmed incongruence of plastid
and ITS data; therefore, they were analyzed separately.
The ML trees for combined plastid and ITS data were constructed with GARLI 0.951 (Zwickl, 2006). Bootstrap analyses
(Felsenstein, 1985) were performed using GARLI with 1000 repetitions and the program PAUP v.4.0b10 (Swofford, 2000) was used
to compute the majority rule consensus tree. Bootstrap (BS) values
of 90–100% were interpreted as strong support.
Bayesian posterior probabilities (PP) were estimated using
MrBayes v3.1.2 (Huelsenbeck and Ronquist, 2001; Ronquist et al.,
2005). The combined plastid data set was split into four partitions
containing the ndhF, rpL32-trnL, rps16-trnK, and rps16 intron sequences. The models of sequence evolution as determined, were
imposed for each sequence partition. Bayesian analysis was initiated with random starting trees and was run for four million generations for plastid data and twelve million generations for the ITS
analysis with sampling frequency of trees set at 100th iteration. In
analyses the variance of split sequences was less than 0.01 and potential scale reduction factor was close or equal to 1.0 which indicated convergence of the chains (Huelsenbeck and Ronquist, 2001).
The search was also monitored with Tracer v1.4 (Rambaut and
Drummond, 2007). The effective sample size (ESS) value was greater than 100 in both cases and 25% of the sampled values were
Table 1
Summary of four plastid regions: ndhF, rpL32-trnL, rps16-trnK, rps16 intron; and nrDNA ITS and At103 regions. The parameters used in Maximum Likelihood and Bayesian searches
were chosen according to Akaike Information Criterion (AIC).
ndhF
rpL32-trnL
rps16-trnK
rps16 intron
Combined plastid data
ITS
At103
Total aligned characters
Number of sequences
Number of substitution types
Model for among-site rate variation
783
78
6
Gamma
878
78
6
Gamma
791
78
6
Gamma
789
78
6
Gamma
3241
312
–
–
621
76
6
Gamma
336
141
6
Gamma
Substitution rates of GTR model
2.4740
4.3039
1.0000
2.4740
4.3039
1.3928
2.1348
1.0000
1.3928
2.1348
0.6345
2.3529
0.6345
1.0000
2.3529
1.0000
1.7806
0.6160
0.6160
1.7806
–
1.1737
3.7674
2.2375
0.4906
10.1691
0.5173
2.8259
0.5159
0.6338
3.2635
Character state frequencies
0.3151
0.1389
0.1575
0.3886
0.3690
TPM3uf + I + G
1.1970
0.3726
0.1200
0.1269
0.3805
0.0
TPM3uf + G
0.6580
0.3021
0.1508
0.1423
0.4048
0.1871
TPM2uf
1.0254
0.3132
0.1810
0.1414
0.3644
0.0
TPM1uf + G
0.1280
–
0.2278
0.3087
0.2710
0.1924
0.3741
GTR + I + G
0.7931
0.2512
0.2509
0.2125
0.2852
0.1442
GTR + I + G
0.8312
Proportion of invariable sites
Substitution model
Gamma shape parameter (a)
–
–
–
247
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
discarded. Posterior probabilities (PP) over 95% credibility interval
were considered informative.
cases of ancient hybridization events. We have used At103 exclusively to construct a network for locating multiple gene copies
and to assess possible reticulate evolutionary events.
2.4. Network analyses
2.5. Divergence time estimation
To investigate relationships among the species of Stipeae derived from different regions of the nuclear genome we constructed
phylogenetic split networks for ITS and At103 datasets using the
neighbor-net algorithm (Bryant and Moulton, 2004) implemented
in the program SplitsTree version 4.11.3 (Huson and Bryant,
2006). Uncorrected p-distances were used to weight the splits.
Prior to network analyses, sequences were corrected by imposing
corresponding models of DNA evolution.
Within the Stipeae we have well-resolved combined plastid and
ITS phylogenies with high support for the nodes. In order to reconstruct the evolutionary history of Patis, Ptilagrostis, and relatives
that have multiple gene copies we used At103 to detect putative
We rejected clock-like mutation rates for all plastid regions at
the P < 0.01 level using v2 tests of best ML topologies derived from
PAUP analyses. The v2 statistics were obtained by comparing likelihood scores of unrooted and unconstrained topologies against
rooted topologies where the molecular clock was enforced. The
ages of the major lineages in Stipeae were calculated using the
uncorrelated lognormal relaxed clock method using Bayesian
inference implemented in BEAST v. 1.5.1 (Drummond and
Rambaut, 2007; Table 2). Tree priors were set using the Yule
process. Convergence of runs and effective sample sizes (ESS) for
priors (to be above 100) were verified using program Tracer v1.4.
Table 2
Age estimates for the major nodes of Stipeae derived from Bayesian relaxed clock analysis conducted in BEAST v1.4.1 for concatenated sequences from four plastid regions (ndhF,
rps16-trnK, rps16 intron, and rpl32-trnL) and for nDNA At103 region direct sequences and clones. Values are node ages (stem ages for single taxa or isolated At103 clones) given in
million of years (mya). Intervals in parentheses represent 95% highest posterior density intervals (HPD). = stem age; P- = nuclear copy corresponding to plastid clade (see colored
‘‘P’’s in circles in Fig. 3 and plastid clades in Fig. 1.
Crown node derived from plastid
phylogeny (see Fig. 1)
Node age and 95% HPD
obtained for plastid
data
Mean rate and 95% HPD of
substitution per site per 1 myr for
plastid data
Stipeae
Eurasian S–lineages (ESL)
American S–lineages (ASL)
Achnatheroid clade (AC)
Piptatherum s.s. group
Piptatherum s.s. excluding P.
coerulescens
Patis group (P-copies)
Patis obtusa (P-copies)
Patis obtusa (ESL copies)
28.09 (22.94–36.04)
21.29 (12.82–22.09)
18.52 (15.82–23.39)
16.24 (11.24–21.16)
10.23 (8.82–19.63)
6.21 (2.69–10.99)
0.0007
0.0004
0.0004
0.0014
0.0010
0.0010
6.91 (4.71–17.4)
<6.91
–
0.0003 (0.0001–0.0006)
0.0003 (0.0001–0.0006)
Patis coreana (P-copies)
Patis coreana (ESL copies)
Patis coreana (ASL copies)
0.0004 (0.0001–0.0009)
Patis coreana (AC adjacent copy)
Patis racemosa (P-copies)
Patis racemosa (ESL copies)
Patis racemosa (ASL copies in P2)
Patis + Piptatherum + AC
Piptatherum + AC
Para-Patis + Ptilagrostis porteri & P.
alpina
Ptilagrostis group (excluding P.
porteri, P. alpina, P. kingii and P.
pelliotii)
Ptilagrostis alpina + P. porteri
Oryzopsis (ESL P-copies)
Oryzopsis (ASL copy)
Trikeraia (ESL P-copies)
Trikeraia (ASL copy)
Trikeraia (AC copy)
Trikeraia (Phaenospermatae
copies)
Orthoraphium (ASL P-copy)
Psammochloa (ESL P-copies)
Psammochloa (ASL copy)
Pappostipa (ASL P-copy)
Pappostipa (AC copies)
Hesperostipa (ASL P-copies)
Hesperostipa (AC adjacent copies)
Stipa (ESL P-copies)
Stipa (ASL copy)
Ampelodesmos (ESL P-copies)
Ampelodesmos (Phaenospermataelike copies)
Piptochaetium group
4.34 (0.99–7.23)
–
–
(0.0001–0.0017)
(0.0001–0.0009)
(0.0001–0.0008)
(0.0008–0.0025)
(0.0004–0.0018)
(0.0004–0.0018)
Node age and 95% HPD
obtained for At103
region
Mean rate and 95% HPD of
substitution per site per 1 myr for
At103 region
28.03 (21.2–39.0)
21.66 (12.6–31.1)
17.44 (10.5–24.5)
23.02 (14.2–33.2)
7.49 (4.8–18.6)
4.65 (2.5–11.0)
0.0016
0.0013
0.0015
0.0018
0.0014
0.0014
12.21 (3.0–19.3)
6.71 (1.0–8.5) 3.0 (–)
9.46 (1.7–11.1), 14.75
(–)
6.71 (1.0–8.5)
11.5 (–) 13.48 (–)
12.52 (–), 3.92 (2.5–
10.5)
2.75 (0.0–4.2)
12.21 (2.9–19.5)
4.89 (–) 13.48 (–),
3.25 (2.5–10.5)
0.0009 (0.0001–0.0019)
0.0012 (0.0002–0.0027)
0.0011 (0.0002–0.0025)
(0.0001–0.0035)
(0.0002–0.0029)
(0.0002–0.0032)
(0.0003–0.0036)
(0.0003–0.0028)
(0.0003–0.0028)
0.0012 (0.0002–0.0027)
0.0012 (0.0002–0.0026)
0.0014 (0.0003–0.0033)
–
4.34 (0.99–7.23)
0.0004 (0.0001–0.0009)
–
26.2 (33.1–20.5)
21.2 (26.1–16.5)
5.32 (2.5–10.2)
0.0005 (0.0001–0.0011)
0.0007 (0.0002–0.0015)
0.0004 (0.0001–0.0009)
7.35 (4.62–12.51)
0.0005 (0.0001–0.0011)
6.37 (1.5–8.9)
0.0012 (0.0002–0.0027)
5.32 (2.76–7.4)
14.06 (16.22–23.02)
–
7.96 (5.7–14.24)
–
–
–
0.0005 (0.0001–0.0011)
0.0004 (0.0001–0.0009)
3.76 (–)
14.76 (–)
13.73 (11.5–24.5)
5.07 (0.5–6.7)
3.94 (0.5–8.2)
6.77 (1.5–12.5)
4.27 (1.2–8.7)
0.0012
0.0016
0.0015
0.0019
0.0014
0.0017
0.0015
0.0007 (0.0002–0.0015)
0.0005 (0.0001–0.0011)
8.09 (–)
2.81 (0.1–4.4)
9.79 (–)
2.13 (0.4–7.9)
4.84 (0.2–5.5)
10.78 (–)
6.93 (4.5–18.1)
15.78 (6.3–26.6)
5.62 (0.0–6.5)
3.61 (2.6–14.5)
16.73 (5.7–19.2)
–
0.0015
–
0.0012
0.0017
–
0.0017
0.0013
0.0012
0.0012
0.0009
2.77 (2.0–10.8)
0.0006 (0.0002–0.0012)
11.7 (7.69–16.88)
0.98 (0.01–2.28)
–
12.43 (4.84–19.4)
–
12.62 (12.0–21.5)
–
21.2 (13.0–22.0)
0.0005 (0.0001–0.0012)
0.0003 (0.0001–0.0008)
0.0005 (0.0001–0.0010)
0.0004 (0.0001–0.0009)
5.82 (2.79–14.45)
–
0.0004 (0.0001–0.0008)
9.3 (4.0–13.0)
0.0005 (0.0001–0.0010)
0.0015
0.0009
0.0017
0.0013
(0.0003–0.0036)
(0.0001–0.0019)
(0.0003–0.0036)
(0.0002–0.0027)
(0.0002–0.0027)
(0.0003–0.0036)
(0.0002–0.0032)
(0.0004–0.0040)
(0.0003–0.0033)
(0.0003–0.0036)
(0.0003–0.0036)
(0.0003–0.0036)
(0.0002–0.0028)
(0.0003–0.0038)
(0.0004–0.0035)
(0.0003–0.0024)
(0.0002–0.0028)
(0.0003–0.0025)
(0.0002–0.0018)
248
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
Fossil-based divergence time estimations included an unfixed
mean substitution rate, were run for 20 million generations collecting parameters every 1000 generations. Twenty-five percent
of the data were discarded as ‘‘burnin’’. The lognormal-distributed
prior on the age (tmrca) of the SL clade (Romaschenko et al., 2010)
was set for 23 myr. This corresponded to the earliest fossils of Stipeae – Stipidium M.K. Elias (=Berriochloa M.K. Elias) which morphologically resembles contemporary Hesperostipa and Piptochaetium
(Elias, 1942; Thomasson, 1978, 1979, 1980, 1985), and all members
of ASL. The calibration was done using a zero offset and standard
deviation of 0.05%, which resulted in 95% prior distribution of
21.25–25.05 myr.
3. Results
3.1. Amplification of At103
The At103 region was easily amplified through the entire Stipeae dataset. The length of aligned sequences is 336 nucleotide
positions of which first 228 represent 76 amino-acids constituting
the 30 portion of the 3rd At103 exon. The remaining 108 nucleotides represent the portion of the intron between the 3rd and 4th
exons of At103 gene. A deletion of the two nucleotide position
(GA) was found for two close copies of At103 in Patis coreana and
one in Psammochloa villosa (Trin.) Bor. When translated these
copies rendered exceptionally long amino-acids sequences. The
sequence of At103 in Anisopogon avenaceus R. Br. contains a stopcodon within the putative protein coded area. This indicates that
the sequence might represent a pseudogene. However, it appeared
on our phylogram in the same clade with the other representatives
of Phaenospermateae.
Direct sequencing of species with known diploid status yielded
a single copy of At103 without ambiguous nucleotide positions. For
all of the species with unknown chromosome number from Ptilagrostis, Piptatherum, Anatherostipa and Orthoraphium the analysis
also yielded unambiguous sequences. The sampling within the
other genera was complicated by the general rarity of chromosome
counts for Stipeae. The only known count for the Austrostipa was
2n = 44 for A. stipoides (Hook. f.) S.W.L. Jacobs & J. Everett (Murray
et al., 2005). However, despite of the polyploid status of the species
it yielded unambiguous sequence of At103 along with five other
species of the genus all representing Austrostipa subgen. Tuberculatae S.W.L. Jacobs & J. Everett and subgen. Lobatae S.W.L. Jacobs & J.
Everett. Thus, these species were tentatively included in final
analysis for a complete survey of the phylogenetic splits within
achnatheroid grasses.
Among the available species of American genera Jarava, Amelichloa and the representative of former New World branch of the
genus Achnatherum, – A. multinode, the chromosome number is
known only for Jarava ichu (2n = 40; Davidse and Pohl, 1994).
Direct sequencing of this species along with J. castellanosii (F.A.
Roig) Peñailillo, J. pseudoichu (Caro) F. Rojas, Amelichloa clandestina
(Hack.) Arriaga & Barkworth, and Achnatherum multinode (Scribn.
ex Beal) Valdés-Reyna & Barkworth returned unambiguous
sequences, and thus, they were preserved in our analysis.
For all polyploid species in question we obtained several cloned
copies of At103 falling into two to four groups (nDNA types) which
were displayed in different parts of the network. We preserved all
divergent copies in the analysis. In addition to allelic variation, Taq
DNA polymerase can sometimes introduce errors. The number of
copies for the tested taxa was: Ampelodesmos mauritanicus – six
copies falling in two groups, Oryzopsis asperifolia – six copies in
two groups, Patis obtusa – eight copies in two groups, Patis racemosa – seven copies in three groups, Patis coreana – 12 copies in four
groups, Hesperostipa comata – five copies in two groups, Pappostipa
chrysophilla – three copies in two groups, Stipa zalesskii – three copies in two groups, Psammochloa villosa – three copies in two
groups, Trikeraia hookerii – three copies in two groups, and Achnatherum stillmanii – three copies in two groups. Among polyploid
species Achnatherum splendens (2n = 46, Tzvelev, 1976) yielded
one copy of At103, while Ptilagrostis porteri yielded three copies
which were found in two groups and Ptilagrostis mongholica
(2n = 22, Tzvelev, 1976) yielded three close copies found in single
group.
3.2. Plastid and ITS phylogenies
The ML tree from the combined analysis of four plastid regions
(ndhF, rpL32-trnL, rps16-trnK, and rps16 intron) has high support for
many of the nodes (Fig. 1, tree on left). Support for the monophyly
of the Stipeae is strong (BS = 100, PP = 1.00) but resolution of the
Phaenospermateae clade is weak (BS = 68, PP = 1.00). Within the
Phaenospermateae the only strong support was found for the clade
containing Stephanachne pappophorea (Hack.) Keng, S. nigrescens
Keng, and Sinochasea trigyna Keng (BS = 100, PP = 1.00). The Stipeae
is divided into five major lineages: Eurasian ‘‘S’’ lineage (ESL;
BS = 66, PP = 1.00), American ‘‘S’’ lineage (ASL; PP = 0.83), Patis
group (BS = 100, PP = 1.00), Piptatherum (BS = 100, PP = 1.00), and
achnatheroid clade (AC; BS = 100, PP = 1.00). The ESL and ASL are
sister (BS = 69, PP = 1.00) and together they are sister to Patis-Piptatherum-AC clade (BS = 76, PP = 0.95). The Patis group is sister to
Piptatherum-AC (BS = 99, PP = 1.00) and the sister relationship between Piptatherum and AC is strongly supported (BS = 100,
PP = 1.00). The ESL contains many monotypic (mon.) genera which,
with the exception of Oryzopsis asperifolia (mon.) from North
America, are of Eurasian origin and include: Stipa, Ampelodesmos
(mon.), Achnatherum splendens (mon. as ‘‘Neotrinia’’), Psammochloa
(mon.), Trikeraia, Orthoraphium (mon.), and Ptilagrostis. There are
two strongly supported clades in ESL: Ampelodesmos-Achnatherum
splendens-Psammochloa (BS = 93, PP = 1.00) and Trikeraia–Orthoraphium–Ptilagrostis (BS = 91, PP = 1.00). The ASL contains the following six strongly supported clades all of North American
origin: two species of Ortachne (BS = 100, PP = 1.00), five species
of Piptatheropsis (BS = 99, PP = 1.00), four species of Piptochaetium
(BS = 100, PP = 1.00), two separate pairs of Anatherostipa species
that are not sister, and two species of Aciachne (BS = 100,
PP = 1.00). The Patis group includes East Asian Patis obtusa sister
to a well supported clade (BS = 97, PP = 1.00) with two separate
pairs: East Asian Patis coreana-North American P. racemosa
(BS = 68, PP = 1.00) and East Asian Ptilagrostis alpina and North
American P. porteri (BS = 95, PP = 1.00. The Piptatherum clade includes P. coerulescens of Circum-Mediterranean origin as sister to
eight other species of Piptatherum of Asian origin (BS = 100,
PP = 1.00). Sister to Piptatherum is North American Achnatherum
stillmanii (BS = 72, PP = 0.71). The internal structure of the AC is
well developed and it includes a major American clade (MAC;
BS = 100, PP = 1.00) with Amelichloa clandestina, Achnatherum multinode, and three species of Jarava; two Asian clades, one we refer to
as the Timouria group with Achnatherum chinense, A. caragana, and
Ptilagrostis pelliotii (Achnatherum pelliotii (Danguy) Röser & H.R.
Hamasha) [BS = 93, PP = 1.00] and the other Asian clade with Piptatherum miliaceum (Oloptum miliaceum (L.) Röser & H.R. Hamasha), P. thomasii, P. paradoxum, and P. virescens, Stipa parviflora
(Stipellula parviflora (Desf.) Röser & H.R. Hamasha), Achnatherum
confusum, and A. jacquemontii (BS = 0.51, PP = 0.75). The other
strongly supported clade within the AC includes a monophyletic
Austrostipa (BS = 100, PP = 1.00) represented by six species.
The ITS ML tree (Fig. 1, tree on right) is considerably less supported than the plastid tree especially along the backbone. Incongruence between the ITS and plastid tree, and partial or complete
rearrangements among the taxa is easily observed in Fig. 1. Most
249
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
Plastid
0.66
68
100
1.00 78
0.95
1.00
0.92
66
93
1.00
1.00
1.00
*
0.82
0.86 91
93
96 1.00
1.00
1.00
0.91
1.00
69
0.92
69
1.00
90
0.95
1.00
57 1.00 100
1.00
0.75
99
99
1.00
0.83
1.00
100
1.00
1.00
100
1.00 100
62
1.00
100
1.00
ITS
Brachyelytrum erectum
(Outgr.)
Phaenosperma globosa
Danthoniastrum compactum
Stephanachne pappophorea
Phaenosp.
Sinochasea trigyna
Phaenosp.
Stephanachne nigrescens
Anisopogon avenaceus
Duthiea brachypodium
Stipa zalesskii
Ampelodesmos mauritanicus
Achnatherum splendens
Psammochloa villosa
ESL
ESL
Oryzopsis asperifolia
Trikeraia hookeri
Orthoraphium roylei
Ptilagrostis luquensis
Ptilagrostis junatovii
Ptilagrostis concinna
Ptilagrostis dichotoma
Ptilagrostis mongholica
Ptilagrostis malyschevii
1.00 97
1.00
98
73
1.00
1.00
100
78 1.00
1.00 100
1.00
95
97 1.00
1.00
68
100
1.00
1.00
Pappostipa chrysophylla
Ortachne breviseta
Ortachne rariflora
Ptilagrostis kingii
Piptatheropsis exigua
Piptatheropsis shoshoneana
Piptatheropsis canadense
Piptatheropsis micrantha
ASL
Piptatheropsis pungens
Hesperostipa comata
Piptochaetium avenaceum
Piptochaetium brachyspermum
Piptochaetium montevidense
Piptochaetium panicoides
Anatherostipa hans-meyeri
Anatherostipa rosea
Aciachne acicularis
Aciachne flagellifera
Anatherostipa obtusa
Anatherostipa rigidiseta
Ptilagrostis alpina
Ptilagrostis porteri
Patis racemosa
Patis coreana
Patis obtusa
Achnatherum stillmanii
Piptatherum coerulescens
Piptatherum munroi
Piptatherum laterale
Piptatherum hilariae
Piptatherum aequiglume
Piptatherum ferganense
Piptatherum holciforme
Piptatherum kokanicum
Piptatherum songaricum
Piptatherum miliaceum
Piptatherum thomasii
Stipa parviflora
Achnatherum confusum
Piptatherum paradoxum
Piptatherum virescens
Achnatherum jacquemontii
Austrostipa stipoides
Austrostipa pubinodis
Austrostipa rudis nervosa
Austrostipa geoffrey
Austrostipa pubescent
Austrostipa rudis rudis
Achnatherum chinense
Timouria saposhnikovii
Achnatherum caragana
Ptilagrostis pelliotii
Amelichloa clandestina
Achnatherum multinode
Jarava ichu
Jarava castellanosii
Jarava pseudoichu
Patis
Patis
*
72
0.71
100
76
1.00 100
0.95
1.00
99
1.00
72
1.00 62
0.82 70
1.00
0.50
99
100
1.00
1.00
91
1.00
51
0.75
96
1.00
0.65
89
1.00
0.54
100
1.00
100
1.00
1.00
93
1.00
72
0.99
57
1.00
100 MAC
1.00
99
1.00 92
1.00
Pipt.
Pipt.
AC
Brachyelytrum erectum
Phaenosperma globosa
Stephanachne nigrescens
Sinochasea trigyna
Stephanachne pappophorea
Danthoniastrum compactum
Anisopogon avenaceus
Duthiea brachypodium
Ampelodesmos mauritanicus
Achnatherum splendens
Psammochloa villosa
Oryzopsis asperifolia
Trikeraia hookeri
Achnatherum stillmanii
Piptatherum coerulescens
Piptatherum laterale
Piptatherum hilariae
Piptatherum aequiglume
Piptatherum munroi
Piptatherum holciforme
Piptatherum kokanicum
Piptatherum ferganense
Piptatherum songaricum
61
99
71 1.00
0.70
0.94
56
0.83
1.00
86
99
1.00 88 1.00
55 1.00
0.67
60
0.67
0.83
53
70
73 0.66
1.00
100 0.67
1.00
1.00
0.99
69
1.00
0.93
Stipa zalesskii
0.96
Ptilagrostis junatovii
Ptilagrostis luquensis
Ptilagrostis dichotoma
Ptilagrostis mongholica
Ptilagrostis malyschevii
Ptilagrostis alpina
Ptilagrostis porteri
Orthoraphium roylei
Patis obtusa
Patis racemosa
Piptochaetium avenaceum
Piptochaetium brachyspermum
Piptochaetium montevidense
Piptochaetium panicoides
Ortachne breviseta
Ortachne rariflora
Anatherostipa hans-meyeri
Aciachne acicularis
Aciachne flagellifera
Anatherostipa rosea
Anatherostipa obtusa
Anatherostipa rigidiseta
Ptilagrostis kingii
Piptatheropsis exigua
Piptatheropsis shoshoneana
Piptatheropsis canadense
Piptatheropsis micrantha
Piptatheropsis pungens
Hesperostipa comata
Pappostipa chrysophylla
Stipa parviflora
Achnatherum jacquemontii
Piptatherum paradoxum
Piptatherum virescens
Achnatherum chinense
Achnatherum confusum
Ptilagrostis pelliotii
Achnatherum caragana
Timouria saposhnikovii
Austrostipa stipoides
Austrostipa pubinodis
Austrostipa rudis nervosa
Austrostipa geoffrey
Austrostipa pubescent
Austrostipa rudis rudis
Amelichloa clandestina
Piptatherum miliaceum
Piptatherum thomasii
Achnatherum multinode
Jarava ichu
Jarava castellanosii
Jarava pseudoichu
91
1.00
0.99
53
0.95
91
0.57
85 1.00
93 0.95
1.00
95
1.00
71 84
0.91 1.00
88
1.00
95
0.93
68
80 0.62
0.95
58
0.89
93 0.53
0.99
57
1.00
100
1.00
100
54
52 0.98
75 1.00
86 0.99
0.97
0.99
51
100
1.00
0.81
96
100 1.00
1.00
Fig. 1. Cladograms of the maximum likelihood trees from analysis of combined plastid data (left) and nuclear ITS data (right). Numbers above branches are bootstrap values;
numbers below branches are posterior probability values; AC = Achnatheroid clade; ASL = American Stipeae lineage; ESL = Eurasian Stipeae lineage; MAC = Major American
clade; Phaenosp. = Phaenospermateae; Pipt. = Piptatherum s.s.; indicates that Oryzopsis asperifolia is a New World taxon included in the ESL.
250
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
notable differences in the ITS tree include: (1) the placement of the
Piptatherum as sister to Ampelodesmos, Achnatherum splendens,
Psammochloa, Oryzopsis and Trikeraia of the ESL (BS = 60,
PP = 0.83); (2) a Ptilagrostis that includes all species (BS = 91,
PP = 1.00); (3) the expansion of ASL to include Ptilagrosits, Patis
and Orthoraphium; (4) the placement of Hesperostipa as sister to
the AC; and (5) the novel placement of Stipa zalesskii in a grade removed from the ESL. Similarities between the ITS and plastid trees
include: retention of the AC with addition of Pappostipa chryosohylla (BS = 100, PP = 0.99), retention of Piptatherum (BS = 100,
PP = 1.00), retention of Piptochaetium (BS = 91, PP = 1.00), retention
of four species of Anatherostipa and two species of Aciachne in a
clade (BS = 84, PP = 1.00), retention of Ortachne (BS = 95,
PP = 1.00), and retention of Austrostipa (BS = 54, PP = 0.98).
3.3. Network analyses
A split network of 78 species of Stipeae, Phaenospermateae, and
Brachyelytrum using nrDNA ITS is given in Fig. 2. The network is
semi tree-like easily separating the major lineages of Stipeae despite low support values of the deep relationships shown in the
ITS phylogenetic tree (Fig. 1). The fit index for the ITS split network
comparing the least squares fit between the pairwise distances in
the graph and matrix is high (LSfit = 98.3), indicating only 1.7% of
the data was discarded.
A split network for 145 nDNA At103 sequences is given in Fig. 3.
The network is less tree-like than for ITS and represents a radiative
pattern. The LSfit = 95.2, only slightly lower than reported for the
ITS split network. Again the major lineages (AC, ASL, ESL, and Piptatherum) of the Stipeae were well separated (see four nearly congruent clusters of the same color in Figs. 2 and 3). The analysis was
successful in retrieving putative orthologues (P-sequences) for all
species in question as seen by their phylogenetic position being
similar to that in combined plastid tree (Fig. 1). We anchored such
positions of At103 copies by letter ‘‘P’’ on the graph, which stands
for ‘‘plastid’’. In addition, the non-P copies of At103 (i.e., not sharing
the recent common ancestor with anchored sequences) were found
for all species in question with the exception of the Ptilagrostis
mongholica and Achnatherum splendens. These alternative copies
were found for Oryzopsis (H sequence located in ESL) in ASL stemming from the same branch with two copies of Patis coreana; for
Patis coreana (P1, P2; Patis) first – in ESL stemming from the same
branch with Patis racemosa, P. obtusa, Psammochloa villosa (P), Oryzopsis (H), Achnatherum splendens (the only copy), and Trikeraia
hookeri (P); and second – in two sets of copies within ASL, one
aligned with Oryzopsis and another aligned with two sequences
of Patis racemosa; and third – a single copy positioned at the base
of AC; for Patis racemosa (P; Patis) – one copy was found in ESL and
another in ASL closely aligned only with Patis coreana; for Patis obtusa (P; Patis) – several close copies were found but located only in
ESL; for Stipa zalesskii (P; ESL) – a single copy was found in ASL; for
Hesperostipa (P; ASL) – three copies were found at the base of AC;
for Psammochloa (P; ESL) – a single copy was found in ASL; for Trikeraia (P; ESL) – one copy was found in ASL and another two copies
aligned with Sinochasea and Stephanachne in Phaenospermatae; for
Ampelodesmos (P; ESL) – three copies were found aligned with Phaenosperma; and for Ptilagrostis porteri (P; ASL) – a single copy was
found at the base of AC aligned with ASL copies of Hesperostipa and
Patis coreana. There is one Achnatherum stillmanii copy of At103
found at the base of Piptatherum clade replicating the plastid position (Fig. 1) while another At103 copy was found at the base of ESL
between ESL and one of the two anchored sequences of Patis. Both
anchored positions of Patis (P1 and P2) are equally plausible since
they are nested between ASL and Piptatherum clade which corresponds to its position in plastid tree (Fig. 1).
There are four areas of incompatible splits (network boxes) in
Fig. 3: (1) between sequences of Patis (P) and ESL; (2) between
Achnatherum stillmanii (P-copy) and Piptatherum; (3) between second copy of A. stillmanii, Stipa zalesskii and Ampelodesmos (H); and
(4) between ESL copies of Ampelodesmos, Hesperostipa, Ptilagrostis
porteri, Patis coreana, and Phaenospermateae including Brachyelytrum. All homologous copies of At103 for Ptilagrostis porteri and P.
alpina are separated in a single group with P. mongholica. The common branch for these three species of Ptilagrostis produces no parallel splits with other representatives of the Patis.
3.4. Divergence time estimation
The age estimates for the major nodes in the Stipeae (see Fig. 1,
plastid tree), posterior density intervals, and main rates of substitution per site are given in the Table 2. We also include At103 marker age estimates (see Fig. 3) for comparison and for interpretation
of conflicting positions of several taxa in plastid and ITS phylogenies. Based on the combined plastid data the age of the crown node
for Stipeae is estimated at 28.09 mya (with 95% posterior density
interval of 22.94–36.04 mya). The age of earliest diverging lineages
within the Stipeae, the ESL and the ASL, are estimated to be
21.29 mya and 18.52 mya, respectively. The age for the crown node
of AC is estimated to be 16.24 mya and the separation of the major
clades containing Patis and Piptatherum s.l. phylogenetic groups
with AC are estimated to be 26.2 mya and 21.4 mya, respectively.
However, the ages for the crown nodes for the clades including extant taxa are estimated at 6.91 mya for the Patis group and
10.23 mya for Piptatherum s.s. The age for the Asian core of Piptatherum group (i.e., excluding basal Mediterranean P. coerulescens;
Fig. 1) is estimated to be 6.21 mya (with 95% posterior density
interval 2.69–10.99). Within Patis group, Patis obtusa is estimated
to diverge first at 6.91 mya. Two independent groups are estimated
to have arisen soon after separation of P. obtusa; first group includes Patis coreana and Patis racemosa (4.34 mya) and the second
includes Ptilagrostis alpina and P. porteri (2.9 mya). Within ESL Stipa
is the earliest diverging lineage at 21.2 mya. The age for the crown
node of the clade including Oryzopsis, Ampelodesmos, Psammochloa,
and Achnatherum splendens is estimated at 14.06 mya where Oryzopsis represents the single basal lineage within the group. The separation of the other three taxa is dated at 5.8 mya for
Ampelodesmos and 0.98 mya for Psammochloa and Achnatherum
splendens. The age for the clade including Orthoraphium (earliest
split), Trikeraia, and Ptilagrostis group is estimated at 11.7 mya.
The age for the crown node of Ptilagrostis group (excluding Pt. alpina and Pt. porteri) is estimated to be 7.35 mya. The stem age for
Pappostipa and Hesperostipa within the ASL is date to about
12 mya and the age of Piptochaetium clade is estimated to be
9.8 mya.
Despite different rates of evolution and number of variable sites
between the combined plastid and nDNA At103 data sets (Table 2),
the ages obtained in our relaxed clock analyses are generally in
agreement. However, At103 region returned older ages for AC
(23.02 versus 16.24 mya in the plastid data) and for Patis group
(12.21 versus 6.91 mya). The ages for the ESL copies for Patis range
between 11–15 mya, while the ASL copies of Patis racemosa and Patis coreana (Patis obtusa has no ASL copy) are estimated at much later age of 3–4 mya. The largest disparity between At103 and plastid
data was found for Pappostipa. The P-copy of At103 yielded an origin of 2.13 mya whereas the combined plastid data estimated it to
be 12.43 mya. The age of the non-P copy (AC) for Pappostipa is estimated at 4.84 mya. For Stipa and Hesperostipa the P copies of At103
region are nearly two to three times older than alternative sequences for ASL and AC, respectively. The opposite scenario is detected for Ampelodesmos where the age of the At103 P-copy is
estimated at 3.61 mya (versus 5.82 mya for plastid data), and the
251
ium
on
te
v
hy iden
sp se
er
m
ae
um
tiu
m
av
en
ac
eu
ac
pto
ch
He
er
m
br
Pt
ila
gr
os
tis
ng
m
os
tip
a
co
ki
ii
e
m
lu
oi
ig
nr
e
qu mu
rm
e
a
ifo
m
c
c
l
u
r
ho
um the
e
r
um
ia
r
he ta erum hilar
he
at ip
at
pt P tath rum
le
pt
e
p
Pi
tera
Pi
la
Pi tath
um
Pip tather
ip
P
ense
fergan
erum
Piptath
ia
os
a
et
Pi
ns
Ps
am
mo
Ac
chlo
hn
av
a
illo
sa
Or theru
m
Tr yzo
sp
ike
len
ps
de
ra
is
ns
ia
as
ho
pe
ok
rif
er
ol
i
m
p
po ina
rte
ri
iu
is
et
et
ha
ha
ac
em
ha
oc
oc
a
Pa
tis
r
oc
pt
pt
pt
sp
ellifera
Aciachne flag cularis
ne aci
ta
Aciach obtusa idise
a
ig
stip
ar
thero rostip
nsis
e
Ana
ade tha
ath
can ran ens gua
An
psis mic ng xi
ero sis pu sis e na
a
tath rop sis
Pip tathe erop erop one
Pip tath tath osh
i p sh
Pip
P
is
ps
ro
he
at
pt
es
Pi
id
co
ni
pa
m
iu
Pi
Pi
Pi
Anatherostipa rosea
Anatherosti
Ortachne rariflora pa hans-mayeri
Ortachne
breviseta
Orthorap
hium ro
Ptila
ylei
Ptilaggrostis juna
tovii
ro
Pti
s
P lagros tis dich
Ptitilagros tis luqueontoma
Pa
sis
tis Ptilalagro tis mo
ng
ob
g s
tus ros tis a olica
t
l
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
os
s
cu
ni
ita
r
au
m
sm
e
od
l
pe
ce
es
ul
r
oe
Piptatherum kokanikum
Piptatherum
songoricum
Am
m
at
a
0.01
Achnatherum stillmanii
Brachyelytrum erectum (OUTgr.)
Anisopogon avenaceum
Pa
pp
Duthiea brachypodium
Danthoni
os
astrum
tip
ac
hry
so
ph
Step
Achn
atheru
St
ipa
eno
sperm
a glo
bosa
a
va
ich
u
ii
tin
is
rudis
rudis
a pubinod
ultin
nd
cla
mm
tipa
Austrostip
es
ns
tros
yi
oid
Aus
fre
eru
“S”
of
tip
sce
nath
ge
as
rvosa
Ach
a
loa
ip
ch
“M”
st
tip
ube
a ridus ne
ap
eli
ro
os
stip
str
stro
Au
st
Au
ode
es
ra
Pha
sk
Au
Ja
za
les
Austrostip
Am
um
Stephana
Sinoch
chne pa
asea
ppophore
hana
trigyn
a
chne
a
nigre
scen
s
ylla
Stip
a pa
rviflo
m jac
qu
ra
Piptathe
rum vires emontii
cens
Piptatherum paradoxum
magrostis
Achnatherum cala
tii
tis pellio nikovii
Ptilagros
a
posh
gan
uria sa
cara
Timo
rum
e
th
na
Ach
s
oide
um
brom
fus
erum
con
nath
m
u
Ach
r
the
a
hn
Ac
m
eu
iac
mil
ii
m
as
u
r
hu
om
he
t
h
t
a
oic
t
m
ud
Pip
u
er
se
h
p
t
sii
ta
va
no
ra
Pip
lla
Ja
te
s
ca
va
ra
Ja
compact
Fig. 2. Split network of nuclear ITS data. AC = Achnatheroid clade; ASL = American Stipeae lineage; ESL = Eurasian Stipeae lineage; red-dashed line is the separation between
the ‘‘M’’ = maize-like lemma epidermal pattern and ‘‘S’’ = saw-like lemma epidermal pattern; scale bar = 1% sequence divergence. Color corresponds to common clades
recovered in At103 and ITS networks. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
non-P copy is dated at much older age of 16.73 mya, located among
the Phaenospermateae (Fig. 3).
4. Discussion
4.1. Phylogenetic relationships
Our phylogenetic analyses reveal conflicting positions for several taxa between the combined plastid and ITS trees (Fig. 1). In
this paper, we focus on the peculiar placements of Ptilagrostis
and Patis as these are the only two genera of Stipeae (as we understand them at present, although the taxonomy has not entirely
caught up) shared between the New and Old World. These two disjunctions are all the more interesting because Ptilagrostis (as we
circumscribe it, i.e., excluding Pt. kingii and Pt. pelliotii; see Romaschenko et al., 2012; Hamasha et al., 2012), although coherent in
morphology and nDNA types, has two very different cpDNA types,
one shared with the ESL clade, and one shared with Patis. We show
that the core species of Ptilagrostis (Pt. concinna, Pt. dichotoma, Pt.
junatovi, Pt. luquensis, Pt. malyschevii, and Pt. mongholica) resolve
in the plastid tree within the ESL clade, while Pt. alpina and Pt. porteri are nested within the isolated Patis clade. This contrasts with
the analyses of nuclear data where Ptilagrostis is well resolved as
monophyletic, and the species are all contained within the ASL
cluster within the At103-derived network. The Patis-Ptilagrostis
grouping dissolved in the ITS tree, and Patis contains various
At103 copies aligning in the independent ASL and ESL clusters
and in between them.
A pattern of strict intercontinental separation between lineages
is seen across our plastid tree with only three individual exceptions: Oryzopsis asperifolia from North America (NA) placed in
ESL; Patis racemosa and Pt. porteri known only from NA placed in
the Patis group with the other three species from Asia, and Achnatherum stillmanii (Romaschenko et al., 2012 indicate this species
is unrelated to the Asian genus in which it still resides) from NA
is sister to the Asian genus Piptatherum. We interpret the placement of Pt. alpina, known only from Eastern Asia, and Pt. porteri,
from the Rocky Mts., within the Patis group as an artifact of past
hybridization events. The former two species strongly resemble
Pt. mongholica from Asia and are small, alpine-like, tussock forming
species with intravaginal shoots which bare no resemblance to the
stout, broad-leaved species of Patis with extravagial shoots and
cataphyllous basal leaves. The placement of Pt. porteri is consistent
with previous molecular analyses (Barkworth et al., 2008), and a
similar result has been confirmed for six other samples of this species as well as for three Siberian samples of Pt. alpina (Romaschenko et al., unpublished). Our ITS phylogeny disrupts the
strict (allopatric) geographic pattern yielded by plastid analysis
by mixing taxa primarily from the Old and New World S lineages
(Figs. 2 and 3). This suggests there was incomplete geographic isolation of the lineages and some gene flow did occur among Old and
New World lineages after their primary segregation.
252
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
An
loa
ath
4
m
es
lod
m
os
pe
s
en
Am
l
sp
m
ru
he a 5
t
a s
6
hn tu sa 7
Ac s ob btu sa 8
6
ri 1
ti o btu a
a
us
ke
Pa atis is o btus hoo eri 2
bos
anic
glo
P at is o ia
urit
s5
ok
o
P at
a
rma
ma
icu
P riker aia h
an
spe
os
o
it
m
r
n
u
e
T iker
des
ma
Pha
Tr
pelo
os
Am
sm
de
elo
p
Am
um
e
nac
ave
gon
opo
dium
Anis
o
p
chy
bra
iea
Duth
eri 3
ook
h
eri 4
eraia
Trik ia hook
era
Trik a trigyna 1
se
a
Sinoch
na 2
Sinochasea trigy
Stephanachne nigrescens
Stepha
nachne
pappop
horea
Brachyelytrum erectum (OUTgr.)
Danthoniastrum compactum
tii
Achnatherum
Amelichloa multinodis
clandestin
J
a
J arava
Au
Pa Jaraarava castellan
str
osii
Pa pp va ichu
A o
Au ust stipa
os pse
p
p
s ro
g
os tipa udo
Autros stip eoff
ich
tip
u
st tip a s rey
a chry
ro a tip
i
ch
s
st pu oi
ry op
ip b de
h
so
a es s
ph ylla
pu ce
2
yl
bi ns
la
no
3
di
s
Ptilag
rostis
pellio
comata 3
Hesperostipa
ata 4
com
tipa
Hesperos
ata 5 PSEUDO
Hesperostipa com
Ptilagrostis por
teri 3 PSEUDO
Patis
corea
na 12
PSEU
DO
dis
ru a
dis os
ru rv
a ne lora
O
tip is
UD
if
os rud arv PSE
str pa a p
6
Auosti Stip okeri
m
ho
str
xu
ia
do
Au
era
ara
Trik um p
s
ovii
r
cen
posnik
he
ires
ria sa
tat
mv
Timou
Pip theru
ta
Pip
Achnatherum stillmanii 1
hilariae
Piptatherum
Piptatherum coerulescens
Pa
Pa tis r
Pa tis ace
c
Pa tis c ore mos
tis or an a
Pi Pipt
Pa corean a 7 7
p
a
P
tis ea a
Pip ipta tath the
c
r
e
tat
Pati oreana 89
t
he heru rum um
s c na
rum m
ore 10
f so
ana
Pipta
a ko erg ng
11
theru equigkan ane aric
iku n u
lu
m
m m se m
h
Piptath
erum olciforme
munro e
Piptatherum late i
rale
P
An
A
An ath na
th
e
a
ero ther rost ero
s
tipa ostip ipa sti
villo
sa 3
han a r ob pa
o
PSE
s
Acia me seatusarigid
U
Hes
chn yeri
ise
pero
Stip DO
e fl
s
a
ta
Hesp tipa com zaless
Aciaagellif
erost
a
k
ii 3
chn era
ipa co ta 1
e
acic
Ptilagros mata 2
ular
tis mon
is
go
Ptilagrostis mon lica 1
golica 2
Ptilagrostis mongolic
a3
Ptilagrostis porteri 1
Ptilagrostis kingii
teri 2
se
Ptilagrostis por alpina
viden s
stis
monte icoide
Ptilagro
aetiumtium panpermum
ch
to
e
s
ip
P
cha
chy
na
Pipto um bra DO
ea
ti
on
SEU
chae
sh ns
Pipto ceum P a 6
a5
ho nge
an
li
a
n
o
e
s
e
r
if
v
. u
er
co
ma
,P .p 6
asp atis
etiu
ua P sa
P
sis
cha
5 xig is, mo
zop
Pipto
eri e ns e
Ory
ok psis ade rac
o
a h ero can atis
6
h
rai
P
na ike ptat , P.
rea Tr
Pi tha
co
is
t
an
Pa
icr
m
is
ps
ro
he
at
t
p
Pi
och
us
nic
rita
au
d
en
Achn
Piptatherum miliaceum
atheru
m ca
ragan Piptatherum thomasii
jacquemontii
a
Achnatherum confusum
Achnatherum chinensis
mm
P
ana 1
Patis core tusa 4
Patis obobtusa 3 a 1
Patis racemos
2
Patis
a
s
1
obtu
tusa
Patis
i
s ob
oyle
Pati
mr
ii
phiu lla 1
ov
a
ora
phy viset nat
Orth
o
z
hry bre a ju
a c ne lor P.
stip rtach rarif is,
ppo
O
e
ns
Pa
hn ue a
t a c u q om
O r t i s l hot
o s ic
gr s d
ila ti
P t ros
g
ila
Pt
Psa
P
Achnatherum
P
Stipa zalesskii 2
1
Stipa zalesskii
3
Achnatherum stillmaniianii 2
rum stillm
Achnathe
P
Ampelodesmos mauritanicus 1
Ampelodesmos mauritanicus
2
Ampelodesmos mau
ritanicus 3
Patis coreana 2
Patis corean
a3
Patis
ra
c
Patis emos
Patis co
a
reana 4
Pati racemo 2
s
s
Patiracem a 3
s ra osa 4
Or
cem
yz
op
osa
sis
5
as
p
Ps erifo
Or Ory
yz
am lia
z
O
ryz opsis opsis
Ps m 5
op
a
am och
sis aspe sper
l
o
m a
Or asp rifoli ifolia
oc v
1
yz erif a 2
hl illo
op
oa sa
o
sis lia
vil 1
as 3
lo
pe
sa
rifo
2
lia
4
P
0.01
Fig. 3. Split network of nuclear At103 data. Colored ‘‘P’’s indicate At103 alignment with the cpDNA type sequence for each group, where there is more than one At103
sequence per sample, the taxon name is followed by a number found in Appendix 1; numbers greater than 1 are cloned copies. AC = Achnatheroid clade; ASL = American
Stipeae lineage; ESL = Eurasian Stipeae lineage; P = cpDNA type; scale bar = 1% sequence divergence. Color corresponds to common clades recovered in At103 and ITS
networks. (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
4.2. Evolution and introgression
The At103-derived network reveals a complex evolutionary history leading to the formation of the Eurasian and American lineages of the Stipeae, and it has elucidated the importance of Patis
in these events. Patis includes two East Asian species, P. coreana
and P. obtusa, and one North American species, P. racemosa (Romaschenko et al., 2011). Three main nDNA types of At103 (Fig. 3) were
discovered and these are found in ASL, Patis, and ESL. Known chromosome counts for Patis are 2n = 46, 48 (P. racemosa; Johnson,
1945; Barkworth, 2007), and 2n = 46 (P. coreana; Tateoka, 1986).
Considering Patis obtusa has two distinct At103 types found in Patis
and ESL, we hypothesize it to be polyploid. Assuming 2n = 20–24 is
a common diploid number in the Stipeae (Romaschenko et al.,
2012), ancestral Patis might have formed via hybridization among
diploids followed by allopolyploidization in order to account for
three main nDNA types. However, the possibility that this pattern
represents retention of ancestral polymorphisms (orthologs or paralogs in this case) cannot be ruled out. Evidence against ancestral
polymorphisms includes: the very different ages and rates inferred
for each lineage (Table 2), the substantial genetic distance between
them (gauged from the splits and branch length on the network
(Bryant and Moulton, 2004; Huson and Bryant, 2006), and the high
level of diversification among the ESL and ASL nDNA type copies
(Fig. 3). The ages of the nodes inferred for Patis from plastid and
nDNA analyses are different. For Patis, the plastid analysis suggests
an age of 6.91 mya (see Table 2) and the At103 analysis suggests
12.21 mya. In the latter analysis, the mean rate of nucleotide substitution per site found for P. racemosa (Patis nDNA type) is among
the lowest for all the Stipeae sampled (0.0009). The plastid phylogeny strongly suggests primary separation of P. obtusa followed by a
split between P. racemosa and P. coreana (Fig. 1). Based on the
At103 data the age for the split giving rise to P. obtusa and P. coreana is estimated at 6.71 mya. If the rate of nucleotide substitution
for P. racemosa is somehow underestimated (thus overestimating
the date of divergence) in the At103 analysis and the primary split
of P. obtusa is accurate, then the age of 6.71 mya is congruent with
the date yielded by the plastid analysis. The ESL At103 copies stem
dates for Patis range between 13.48 and 14.75 mya and thus are
twice as old as the crown node dates (4.89–11.5 mya, average = 8.61 mya). The ASL copies of Patis are dated at 3.25 and
3.92 (with the exception of P. obtusa which has no ASL copies of
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
At103) and are twice as young as the P-nDNA type sequences. The
most parsimonious solution is that the separate ESL and ASL nDNA
types for Patis were introduced by different progenitors. Oryzopsis
or proto-Oryzopsis (assuming a former diploid status), could be a
plausible candidate for the ESL nDNA type progenitor. Evidence
favoring these interpretations are: ESL copies of Oryzopsis are putative nDNA types and their position corresponds to the phylogenetic
position of Oryzopsis according to the plastid analysis (Figs. 1 and
3); they share the same branch with the Patis ESL copies in the
At103 network (Fig. 3); and the age inferred for the Oryzopsis plastid group of 14.06 mya (Table 2) is within the range of dates found
for the Patis ESL copies (13.48 and 14.75 mya).
The origin of Patis ASL nDNA type is rather ambiguous. Possession of the Patis cpDNA type by two species of Ptilagrostis, Pt. alpina,
and Pt. porteri, suggests there was a genetic interchange between
Patis and Ptilagrostis. Indeed, in At103 analysis, the crown node
age for these two species of Ptilagrostis is estimated at 3.76 mya
which falls within the range of dates estimated for ASL sequences
of Patis racemosa and P. coreana (3.25–3.92 mya). This correlation
renders Pt. alpina and Pt. porteri as the most logical progenitors
of the ASL nDNA type in Patis.
In our ITS tree all species of the Ptilagrostis (excluding Pt. kingii
and Pt. pelliotii) constitute a single, strongly supported clade which
is sister to the core ASL (Fig. 1) plus Patis and Orthoraphium. In the
plastid analysis Ptilagrostis (as narrowly defined here) is a morphologically homogeneous genus comprised of two sets of taxa with
distantly related cpDNA types since Pt. alpina and Pt. porteri share
the Patis cpDNA type (Fig. 1) while the remaining species share the
Trikeraia-like cpDNA type from the ESL. No alternative copy of
At103 has yet been recovered from the genomes of Ptilagrostis
(2n = 22, Tzvelev, 1976; Probatova and Sokolovskaya, 1980;
Freitag, 1985; Tateoka, 1986) which could be derived from any of
the two progenitors (Trikeraia or Patis) indicated by the plastid
analysis. Despite a nearly complete set of Ptilagrostis species in
the analysis, no corresponding ASL cpDNA types were found in
the genus. Statistical analysis indicated hard incongruence between plastid and ITS trees in relation to placement of Ptilagrostis;
rejecting the possibility of Ptilagrostis placement in ASL of the plastid tree or in ESL of the ITS tree (Romaschenko et al., 2012). In the
current analysis, both alternative hypotheses are equally
supported by Bayesian analysis (Fig. 1). This evidence supports
the exchange of nuclear genomes between Ptilagrostis or protoPtilagrostis (assuming former possession of correspondent cpDNA
type) and Patis, as well as between Ptilagrostis and Trikeraia (or
its close relative/ancestor) mediated by intergeneric hybridization
and extensive backcrossing. Assuming plastids are maternally
inherited as is typical of grasses (Palmer, 1987), this exchange resulted in the complete (or nearly so) substitution of the maternal
nuclear genome in the contact zone populations of Patis and Trikeraia by the paternal nuclear genome of Ptilagrostis, but retention of
the foreign cpDNA types. This hybridization event favored the
spreading of adaptive traits or, alternatively, the hybridization
event could have been followed by a genetic bottleneck. Considering the tumultuous climatic changes and ecosystem collisions during late Miocene–Pleistocene epoch in Eastern Asia (Guo et al.,
2001; Pound et al., 2011), both scenarios seem plausible.
4.3. Phytogeography of Patis and Ptilagrostis
Patis is a mesophytic, temperate forest and forest glade genus of
low elevations (up to 1900 m). Patis obtusa is widespread, occurring in Taiwan and Ryukyu Islands, and across the central eastern
part of China including the North China Plain where it partially
overlaps with P. coreana. Patis coreana is distributed mainly further
north along the margins of the North China Plain, ranging from
eastern China to Korea and Japan (Figs. 1 and 4). It is sister to the
253
eastern North American P. racemosa. The distribution of the Asian
species of Patis is strictly confined within the borders of the Eastern
Asiatic Floristic Region (Takhtajan, 1986) or Sino-Japanese Floristic
Region (sensu Wu and Wu, 1996; Guan et al., 2011). As outlined by
Takhtajan, the Eastern Asiatic Region is bounded by the eastern
limits of the Tibetan Plateau, the steppes of northern half of the
Loess Plateau, and the steppes and deserts of Inner Mongolia, all
of which belong to the Irano-Turanian Region (Fig. 4).
The Irano-Turanian Region is the major center of diversity of
Stipeae of Asia. It stretches westward to the Mediterranean Region,
and northward to the Circumboreal Region, and southward to the
Sudano-Zambezian and Indian and regions, and includes all the
steppes and mountains of Central Asia (Takhtajan, 1986). Eastern
part of the Irano-Turanian Region is the area with the highest taxonomic diversity of genera in the Stipeae and the Phaenospermateae (Romaschenko et al., 2010, 2011, 2012), and Ptilagrostis
occurs in the eastern part only. Of the Stipeae genera in the present
study, Psammochloa is endemic to the region (Takhtajan, 1986; Wu
and Wu, 1996). Orthoraphium and all three Trikeraia species are
centered within the adjacent high lands of Eastern Asiatic Region
in the Sikang-Yünnan Floristic Province, and the adjacent peninsular Eastern Himalayan Floristic Province (Takhtajan, 1986). Of the
nine species, we accept in Ptilagrostis, three are endemic to the
Qinghai-Tibet Plateau and adjacent floristic provinces and two
are restricted to the Central Asian Mountains; one overlaps these
but is restricted to these areas. Ptilagrostis mongholica is the most
wide ranging species of the genus. Its distribution extends across
the eastern Irano-Turanian Region, into the mountains of the East
Asian Region, in the Manschuria and North China floristic provinces. In the latter provinces it apparently partially overlaps with
Pt. alpina. Although overlooked by Wu and Phillips (2006), the
range of Pt. alpina stretches further north in the mountains in the
far east of Siberia to the Okhotsk Region (to ca. 55°N) and reaches
south to Liaoning in Province in northeast China (Tzvelev, 1976,
1977; Probatova, 1985; reiterated by Peterson et al., 2005; based
on Wang Sui-Kang 442, LE; our DNA voucher). In North America,
the sister of Pt. alpina, Pt. porteri (Figs. 1 and 4) is known only from
a few alpine areas of the southern end of the Rocky Mountain Province, in central Colorado (Barkworth, 1983, 2007; Weber, 1966)
and one population in northern New Mexico (Legler, 2010).
4.4. Origin of Ptilagrostis
Based on the contemporary distribution pattern of the putative
contributors we present three hypotheses for the origin of Ptilagrostis. Two of these assume an American origin of Ptilagrostis supported
by the similarity of nrDNA (ITS) and nDNA (At103) sequences with
the ASL, and relatively young age (late Miocene–Pliocene) of the
taxa. The estimated ages make improbable the early, primary separation of an ancestral Ptilagrostis nDNA type and retention of it in the
Old World while the remaining lineages migrated to the New World.
According to the fossil record and our age estimates, this primary
separation occurred much earlier (early Miocene). In our reconstruction of the biogeographical history of Patis and Ptilagrostis (Fig. 5), we
use the consensus theory. We account for: two events of genome
introgression (one between Ptilagrostis and Patis, and one between
Ptilagrostis and an Irano-Turanian Trikeraia-like taxon); and for evidence favoring the hypothetical American origin of the Ptilagrostis
nDNA type. We also note that fewer migratory events are necessary
if the second nuclear-plastid genome rearrangement of Tibetan proto-Orthoraphium occurred in concert with the interaction between
Ptilagrostis and a Trikeraia-like taxon.
1. American origin with two stepwise plastid capturing events.
This hypothesis includes spread of proto-Ptilagrostis
through the Bering land bridge to Eastern Siberia in late
254
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
50º
60º
1
40º
8
Irano-Turanian
floristic region
50º
9
10
11
7
6
4
2
3
40º
Eastern Asiatic
floristic region
30º
5
30º
20º
20º
50º
70º
110º
90º
130º
100º
120º
80º
Border between Irano-Turanian and Eastern Asiatic floristic regions
Patis obtusa
Ptilagrostis alpina
1
Achnatherum splendens
5
Duthiea brachypodium
8
Ptilagrostis junatovii
Patis coreana
Ptilagrostis mongolica
2
Psammochloa villosa
6
Stephanachne nigrescens
9
Ptilagrostis dichotoma
Patis recemosa
Ptilagrostis porteri
3
Sinochasea trigyna
7
Trikeraia hookeri
10
Ptilagrostis concinna
4
Stephanachne pappophorea
11
Ptilagrostis luquensis
Fig. 4. Distriburion of Patis obtusa (tan), Patis coreana (green), Patis racemosa (olive green), Ptilagrostis (Pt.) alpina (blue), Pt. mongholica (light blue), Pt. porteri (dark blue),
Achnatherum splendens (1), Psammochloa villosa (2), Sinochasea trigyna (3), Stephanachne pappophorea (4), Duthiea brachypodium (5), Stephanachne nigresans (6), Trikeraia
hookeri (7), Pt. junatovii (8), Pt. dichotoma (9), Pt. concinna (10), and P. luquensis (11). (For interpretation of the references to color in this figure legend, the reader is referred to
the web version of this article.)
Miocene (6.37 mya as indicated by the crown node age for
Ptilagrostis based on nDNA; see Table 2); followed by
hybridization with and capturing a plastid from an IranoTuranian Trikeraia-like taxon; mediated by and subsequent
backcrossing, south-east spreading of Ptilagrostis along the
mountain ranges of Central Asia, and the rising Tibetan Plateau (Ni et al., 2010; Pound et al., 2011); with new speciation events and wide expansion of Pt. mongholica and its
penetration into East Asian Region; a second round of introgression and plastid capturing from para-Patis in mid-Pliocene (3.76 mya) giving rise to the ancestor of Pt. alpina and
Pt. porteri; and dispersal of the Pt. porteri lineage back to
North America in the Pleistocene (theory portrayed in
Fig. 5).
2. American origin with independent plastid capturing events.
This hypothesis supposes a recent separation of Pt. mongholica in North America and spread of some of its populations
into northern East Asia. Ptilagrostis mongholica then undergoes a plastid capturing event in the contact zone with Patis
(giving rise to the ancestor of Pt. alpina and Pt. porteri)
while the Irano-Turanian populations of Pt. mongholica
hybridize farther west with Trikeraia-like taxa giving rise
to the remaining taxa of Ptilagrostis.
3. East Asian origin with two stepwise plastid capturing events.
This scenario supposes an Asian origin of Ptilagrostis where
the genus is most diverse today in mountainous areas of
Central Asia including the Tibetan Plateau (Fig. 4), which
until the late-Quaternary did not undergo extensive glaciations (Guan et al., 2011). The putative progenitor of the Pti-
lagrostis cpDNA type, the mesophytic genus Trikeraia, is
abundant in the region at lower elevations and could have
come in contact with alpine Ptilagrostis in the process of a
shifting climate. This hypothesis suggests a northeast
expansion of Pt. mongholica and a second round of introgression and plastid capture from Patis in Eastern Asia.
We reject the third hypothesis as it does not account for the
close affinities with the American taxa as revealed by nDNA. Moreover, the discovery of the putative ASL copies of approximately
similar age (4 mya) in several Asiatic taxa (Trikeraia, Psammochloa,
Patis; Fig. 3; Table 2) indicates the existence of genetic interchange
between Asian species and one or more American species shortly
before the opening of the Bering Strait (Marincovich and Gladenkov,
1999, 2001). At this time plant migrations were thought to be
limited to cold tolerant species (Martin-Bravo et al., 2009) like
Ptilagrostis (Roshevitz, 1934; Tzvelev, 1976, 1977; Barkworth,
1983; Freitag, 1985; Wu and Phillips, 2006; Wen et al., 2010).
Using crown ages determined via a molecular clock model, Wen
et al. (2010) demonstrated that of the 100 Eastern North American/
East Asian vascular plant disjunctions studied by her group, 56% involved migrations through Beringia rather than through the North
Atlantic (21%). Although 62% of such disjunctions involved migration from the Old World, 30% originated from North America (contrary to the widely held belief that the latter pattern was rare;
Donoghue and Smith, 2004). Of the mild to cool temperate plant
lineages studied, most dispersal occurred between 20 and 3 mya,
and were concentrated in the mid to late Miocene. If western North
American/East Asian temperate groups were examined this way,
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
255
Fig. 5. Speciation, introgression, and migration hypothesis for Patis and Ptilagrostis. Mya = million years ago.
we assume the rate of floristic interchange across Beringia would
be much higher, and many disjunctions would be more recent.
4.5. Evolution of the nDNA type of Patis, Ptilagrostis, and relatives
The node age of Stipeae is late Oligocene (28 mya). The date is in
accordance with the previous evolutionary/biogeographical studies
of the grasses where representatives of Stipeae were included (Bouchenak-Khelladi et al., 2010; Vicentini et al., 2008). We hypothesize
the development in Asia in the time span from 23 to 15 mya of three
ancient Stipeae diploid nDNA types: Meso Irano-Turanian, the Xero
Irano-Turanian, and the East Asian (Fig. 5). The primary split between these developing genomes occurred with the gradual uplift
of Tibetan Plateau and aridification of internal regions of the Eastern
Asia beginning in middle–late Oligocene (Rea et al., 1998; Bosboom
et al., 2011) and continuing in the Quaternary (Yao et al., 2010; Guan
et al., 2011; Utescher et al., 2011). The East Asian nDNA type probably developed to occupy mesic sites with seasonably equitable or
monsoonal precipitation near the coast. The Irano-Turanian nDNA
type evolved to tolerate more variable continental, cooler and more
arid conditions, eventually quite xeric habitats on one line (xero Irano-Turanian), and to moister habitats in emerging upland elevations on another line. The following extant lineages possess the
meso Itano-Turanian nDNA type: proto-Oryzopsis (prior to 14 mya)
and proto-Trikeraia (prior to 8, but likely between 11 and 14 mya).
Based on nDNA At103 the ages of ESL- and ASL-derived separation
of Oryzopsis are similar (see Table 2, 1476 and 1373 mya, respectively), implying migration to North America and hybridization with
an unknown American progenitor (resulting in chromosomal duplication) happening immediately after the separation of proto-Oryzopsis and gain of an ASL nDNA type copy. Of the East Asian nDNA
type only the extant species of Patis remain (Fig. 5). We hypothesize
the introduction of a Meso Irano-Turanian nDNA type into para-Patis
I via hybridization with proto-Oryzopsis, probably occurring about
14 mya, and ultimately giving rise to the tetraploid genome of Patis.
In this scheme the origin and history of Orthoraphium are
ambiguous, and require further study. In the plastid tree it is sister
to Ptilagrostis, and it has an ASL At103 nDNA type (but we have not
256
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
yet cloned for more copies), and its chromosome number is unknown. It could be Asian (Meso Irano-Turanian) or North American
in origin, if the latter it could have evolved in concert with protoPtilagrostis.
Independent ASL nDNA types evolved in North America sometime around the Miocene Climatic Optimum (based on fossils,
and node date of divergence of 18.5 mya), giving rise to, among
other new World lineages, proto-Ptilagrostis (11.7 mya) [Ptilagrostis
node – 7.3 mya], proto-Hesperostipa (12.6 mya), and Piptochaetium
(9.3 mya). Introduction of the proto-Ptilagrostis (an extinct ancestral taxon with the North American nDNA type and phylogenetically congruent cpDNA type) nDNA type into the three old
lineages of Asian Stipeae (proto-Oryzopsis, proto-Trikeraia, and
para-Patis I) occurred between 8 to 3 mya. This interchange did
not result in an increase in the chromosome number of proto-Ptilagrostis.. Since no traces of the proto-Ptilagrostis cpDNA type have
been found among contemporary species of Ptilagrostis or related
genera, we assume the first contact of the proto-Ptilagrostis and
Asian taxa happened sometime during the time the land mass of
Beringia was connected to Eurasia (Wen et al., 2010). The nature
of the contact zone presumably prevented close coexistence of
hybridizing counterparts providing an ecological barrier much like
the ecotone between mesic steppe and temperate deciduous forest
vegetation (Wen et al., 2010), allowing pollen dispersal, but favoring backcrossing within the separate populations. The North American nDNA type copies found in extant Trikeraia and para-Patis II (P.
coreana and P. racemosa) are of similar age (4–3 mya) which indicates the time of contact of these taxa with proto-Ptilagrostis, following the plastid capturing events. The first Ptilagrostis
phylogenetic group including Pt. mongholica, Pt. dichotoma, Pt. junatovii, Pt. luquensis, Pt. malyshevii, and P. concinna received the proto-Trikeraia cpDNA type, while the second group of Pt. alpina and
Pt. porteri received the para-Patis cpDNA type. The molecular clock
indicates even earlier introgression of North American nDNA type
into the genome of Orthoraphium (ca. 8 mya). The southern most
species of Patis, P. obtusa, probably separated earlier than this since
its genome does not contain the North American nDNA type. However, since two similar copies of At103 (Patis clones 1 and 6) are
positioned at the base of ASL (Fig. 3) the possibility of introduction
of the North American nDNA type into the yet undifferentiated
genome of proto-Patis cannot be completely ruled out. Another
ambiguity is the recovery of a much older ASL copy of Patis coreana
(clone 5), similar in age and phylogenetic position to the ASL copy
found in Oryzopsis (clone 6) (Table 2; Fig. 3). If this copy was received by proto-Patis at the same time as in Oryzopsis or was introduced by Oryzopsis along with ESL meso-Irano-Turanian nDNA
type, it could have been independently altered or eliminated from
the genomes of Patis obtusum or P. racemosa. Otherwise, we should
assume that occasional genomic interchange occurred between Patis coreana and an unknown taxon, possibly older than proto-Ptilagrostis somewhere in Eastern Asia.
The taxa with the Xero Irano-Turanian nDNA type (Ampelodesmos, Psammochloa, and Achnatherum splendens) are a strongly supported clade in ESL (Figs. 1 and 5). This nDNA type probably did not
play an active part in genetic exchange between the meso and East
Asian nDNA types. The altered At103 nDNA types found in Psammochloa similar to the North American nDNA type without subsequent backcrossing supports this hypothesis (Fig. 3). Additional
studies are required to test for the presence of this allele among
distant populations of Psammochloa.
The stem age of Ampelodesmos is estimated to vary between
5.82 mya (plastid markers) and 3.61 mya (nDNA; Table 2). The
divergence of Psammochloa and its continued isolation may be a
consequence of the formation of the Arabian Land Bridge in the
early Miocene (Jolivet and Faccenna, 2000; Kappelman et al.,
2003), connecting North Africa and Central Asia. In Eurasia
Ampelodesmos apparently is a result of intertribal hybridization between a member of the Stipeae and member of the Phaenospermateae (Fig. 3) resulting in a polyploid with multi-flowered spikelets
aligning within the Stipeae (Soreng and Davis, 2000).
4.6. Origin and diversification of Ptilagrostis alpina and Pt. porteri
Inferences based on hybrid biome reconstruction (Pound et al.,
2011) suggest a contact hybridization zone existed ca. 7 mya among
the cryophytic (cool-tolerant) plants (proto-Ptilagrostis in our analysis) and the mesothermal mesophytes (represented here by extant
species of Trikeraia and Patis). Pound et al. (2011) suggested that
temperate forests were present above 60°N and these were much
wetter in the late Miocene than present conditions in North China
(Liu et al., 2011). This is wholly consistent with major exchange of
East Asian and Eastern North American Temperate Forest angiosperm elements across Beringia over this time period as detected
by Wen et al. (2010), which was truncated by the Pleistocene (except
for a few herbaceous elements). The warm-temperate forests covered much of the Eastern Asia and temperate savannah extended
to the Tibetan Plateau. Areas that exhibit desert conditions today
were probably grasslands and woodlands in the late Miocene
(Pound et al., 2011). This might account for the presence of the mesophytic taxa ranging north into the primary contact zone with Ptilagrostis in Eastern Siberia, and the very late diversification of xero
Irano-Turanian taxa (Psammochloa, Achnatherum splendens, and proto-Ampelodesmos; Fig. 4). The upper boundary of extensive PliocenePleistocene desertification of Asia coincides with distribution of the
Xero Irano-Turanian taxa (Guo et al., 2001, 2002; An et al., 1999;
Pope et al., 2011; Qin et al., 2011; Guan et al., 2011). In particular,
the date of separation of Psammochloa (0.98 mya) corroborates the
paleoclimatic data suggested in the formation of northwest arid area
of China at approximately 0.85 mya (Guan et al., 2011). Aridification
of the Loess Plateau and adjacent lowlands (An et al., 1999; Yao et al.,
2010) was partially caused by accentuated uplift of Himalaya-Tibetan Plateau but generally was consistent with the global Miocene–
Pleistocene trend of temperature (Liu et al., 2011). This perhaps
pushed forest vegetation and associated mesophytic taxa like Patis
further south into the East-Asian refugia (Heaney, 1991; Metcalfe
et al., 2001; Bird et al., 2005; Corlett, 2009; Woodruff, 2010;
López-Pujol and Ren, 2010; López-Pujol et al., 2011; Wen et al.,
2010). At the same time Ptilagrostis-like plants occupied high elevation vegetation belts in the mountains of northern China and southeastern Siberia. This effectively separated the hybrid
Ptilagrostis Patis from the influx of the maternal nuclear genome
and extensive backcrossing with Pt. mongholica, the putative paternal progenitor.
It is possible that Ptilagrostis mongholica and Pt. alpina, which
share the same nDNA type but different cpDNA types, have inhabited the same area continuously since the Pliocene, and separation
and migration of Pt. porteri (counterpart of Pt. alpina) to North
America (Fig. 5) under the cool conditions of the Berin land bridge
(Colinvaux and West, 1984; Elias et al., 1996, 1997; Edwards et al.,
2000; DeChaine, 2008; Martin-Bravo et al., 2009; Qiu et al., 2011)
happened by chance through a genetic bottleneck. At present, Pt.
porteri occupies somewhat more moist habitats than Pt. alpina
(Tzvelev, 1976, 1977; Barkworth, 1983, 2007) which is probably
an adaptation to Pleistocene cold and moist peri- and postglacial
environments in North America (Andersen and Borns, 1994; Clark
and Mix, 2002; Abbot and Brochmann, 2003; Brochmann et al.,
2004; Gonzales et al., 2008).
5. Conclusion
The Stipeae tribe has a complicated evolutionary history, and
we used several lines of evidence to present a cohesive theory of
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
the evolutionary events which led to formation of many contemporary lineages in Stipeae. The recovered pattern of speciation of Patis
and Ptilagrostis demonstrates how deep reticulation and introgressive hybridization can be examined in order to elucidate past distribution and intercontinental genomic exchange in grasses. In our
assessment of the histories of these two genera, we incorporate
fossil evidence, phylogenetically-supported morphological evidence, plastid and nrDNA ITS phylogenies, a network based on
the single copy nuclear gene At103 (sequenced directly and cloned
from species of interest to detect multiple gene copies), molecular
dating, and climatological and floristic information. The genus Patis, only recently resurrected and first detected by molecular studies (Romaschenko et al., 2011, 2012), was an important early
lineage in the history of the modern Stipeae. Ptilagostis is hypothesized to be of ancient hybrid origin, with its nuclear genome providing evidence of an early precursor (proto-Ptilagrostis) probably
originating in North America. No cpDNA type has been found corresponding to contemporary Ptilagrostis. Instead, two different
cpDNA types originating in Asia are hypothesized, one derived
from a meso Irano-Turanian precursor (proto-Trikeraia) and the
other derived from an east-Asian precursor (proto-Patis). In its extant state Patis is a polyploidy genus which includes three species,
two in Southeast Asia (Patis coreana and P. obtusa), and one (P. racemosa) more recently entering North America; the latter two
species bearing genes (markers) from proto-Ptilagrostis and proto-Trikeraia lineages. Miocene floristic interchanges resulted in
American and Eurasian Stipeae plastid lingeages but traces of each
other remain or were subsequently introgressed into their respective nuclear genomes. One possible contributor to the modern
genome of Oryzopsis asperifolia, which is hypothesized to have
originated in Asia and then migrated to North America, is the
extinct fossil genus, Berriochloa (Thomasson, 1978). The Bering
land bridge between two and three mya was the area or contact
zone where the putative floristic interchanges, hybridizations,
and speciation occurred.
Acknowledgments
This project was funded by the Restricted Endowment Fund, the
Scholarly Studies Program, Research Opportunities, Atherton Seidell Foundation, Biodiversity Surveys and Inventories Program, National Museum of Natural History-Small Grants, and Laboratory of
Analytical Biology (LAB) all part of the Smithsonian Institution. We
thank the National Geographic Society Committee for Research and
Exploration (Grant Number 8087-06) for field and laboratory support and the Fulbright Scholar Program to KR for a research visit to
the Smithsonian Institution. We thank the following organizations
and people: the Komarov Botanical Institute, Russian Academy of
Sciences for the opportunity to work with herbarium collections,
and Nikolai Tzvelev and Dmitry Geltman for consultation and permitting us to sample Stipeae specimens; Surrey Jacobs for providing samples from Australia, Simon Laegaard for providing samples
from South America, and Jeffery M. Saarela for providing samples
from North America; and three anonymous reviewers for suggesting improvements to the manuscript.
Appendix A. Supplementary material
Supplementary data associated with this article can be found, in
the online version, at http://dx.doi.org/10.1016/j.ympev. 2013.09.
018.
References
Abbot, R.J., Brochmann, C., 2003. History and evolution of the arctic flora: in the
footsteps of Eric Hultén. Mol. Ecol. 12, 299–313.
257
An, Z.S., Wang, S.M., Wu, X.H., Chen, M.Y., Sun, D.H., Liu, X.M., Wang, F.B., Li, L., Sun,
Y.B., Zhou, W.J., 1999. Eolian evidence from the Chinese Loess Plateau: the onset
of the Late Cenozoic Great Glaciation in the Northern Hemisphere and QinghaiXizang Plateau uplift forcing. Sci. China, Ser. D Earth Sci. 42, 258–271.
Andersen, B.G., Borns Jr., H.W., 1994. The Ice Age World: an Introduction to
Quaternary History and Research with Emphasis on North America and
Northern Europe during the Last 2.5 Million Years. Scandinavian University
Press, Oslo, Norway.
Avise, J.C., 2000. Molecular Markers, Natural History, and Evolution, second ed.
Sinauer Associates, Sunderland, Massachusetts.
Barkworth, M.E., 1983. Ptilagrostis in North America and its relationship to other
Stipeae (Gramineae). Syst. Bot. 8, 395–419.
Barkworth, M.E., 2007. 10. Stipeae Dumort. In: Barkworth, M.E., Capels, K.M., Long,
S., Anderton, L.K., Piep, M.B. (Eds.), Magnoliophyta: Commelinidae (in Part):
Poaceae, Part 1. Flora of North America north of Mexico. Oxford University
Press, New York, pp. 109–186.
Barkworth, M.E., Everett, J., 1987. Evolution in Stipeae: identification and
relationship of its monophyletic taxa. In: Soderstrom, T.R., Hilu, K.W.,
Campbell, C.S., Barkworth, M.E. (Eds.), Grass Systematics and Evolution.
Smithsonian Institution Press, Washington, DC, pp. 251–264.
Barkworth, M.E., Arriaga, M.O., Smith, J.F., Jacobs, S.W.L., Valdes-Reyna, J., Bushman,
B.S., 2008. Molecules and morphology in South American Stipeae (Poaceae).
Syst. Bot. 33, 719–731.
Bird, M.I., Taylor, D., Hunt, C., 2005. Environments of insular Southeast Asia during
the last glacial period: a savanna corridor in Sundaland? Quatern. Sci. Rev. 24,
2228–2242.
Bosboom, R.E., Dupont-Nivet, G., Houben, A.J.P., Brinkhuis, H., Villa, G., Mandic, O.,
Stoica, M., Zachariasse, W.J., Guo, Z., Li, C., Krijgsman, W., 2011. Late Eocene sea
retreat from the Tarim Basin (west China) and concomitant Asian
paleoenvironmental change. Palaeogeogr. Palaeocl. Palaeoecol. 299, 385–398.
Bouchenak-Khelladi, Y., Salamin, N., Savolainen, V., Forest, F., van der Bank, M.,
Chase, M.W., Hodkinson, T.R., 2008. Large multi-gene phylogenetic trees of the
grasses (Poaceae): progress towards complete tribal and generic level sampling.
Mol. Phylogenet. Evol. 47, 488–505.
Bouchenak-Khelladi, Y., Verboom, G.A., Savolainen, V., Hodkinson, T.R., 2010.
Biogeography of the grasses (Poaceae): a phylogenetic approach to reveal
evolutionary history in geographical space and geological time. Bot. J. Linn. Soc.
162 (4), 543–557.
Brochmann, C., Brysting, A.K., Alsos, I.G., Borgen, L., Grundt, H.H., Scheen, A.C., Elven,
R., 2004. Polyploidy in arctic plants. Biol. J. Linn. Soc. 82, 521–536.
Bryant, D., Moulton, V., 2004. Neighbor-net: an agglomerative method for the
construction of phylogenetic networks. Mol. Biol. Evol. 21, 255–265.
Cialdella, A.M., Giussani, L.M., Aagesen, L., Zuloaga, F.O., Morrone, O., 2007. A
phylogeny of Piptochaetium (Poaceae: Pooideae: Stipeae) and related genera
based on a combined analysis including trnL-F, rpl16, and morphology. Syst. Bot.
32, 545–559.
Clark, P.U., Mix, A.C., 2002. Ice sheets and sea level of the last glacial maximum.
Quatern. Sci. Rev. 21, 1–7.
Colinvaux, P.A., West, F.H., 1984. The Beringian ecosystem. Q. Rev. Archaeol. 5, 10–
16.
Comes, H.P., Abbott, R.J., 2001. Molecular phylogeography, reticulation, and lineage
sorting in Mediterranean Senecio sect. Senecio (Asteraceae). Evolution 55, 1943–
1962.
Corlett, R.T., 2009. The Ecology of Tropical East Asia. Oxford University Press,
Oxford.
Davidse, G., Pohl, R.W., 1994. 52. Stipa L. In: Davidse, G., Sousa S., M., Chater, A.O.
(Eds.), Flora Mesoamericana. Alismataceae a Cyperaceae, vol. 6. Universidad
Nacional Autónoma de México, México, DF, p. 243.
Davis, J.I., Soreng, R.J., 1993. Phylogenetic structure in the grass family (Poaceae) as
inferred from chloroplast DNA restriction site variation. Am. J. Bot. 80, 1444–
1454.
Davis, J.I., Soreng, R.J., 2007. A preliminary phylogenetic analysis of the grass
subfamily Pooideae (Poaceae), with attention to structural features of the
plastid and nuclear genomes, including an intron loss in GBSSI. Aliso 23, 335–
348.
DeChaine, E.G., 2008. A bridge or a barrier? Beringia’s influence on the distribution
and diversity of tundra plants. Plant Ecol. Div. 1, 197–207.
Donoghue, M.J., Smith, S.A., 2004. Patterns in the assembly of temperate forests
around the Northern Hemisphere. Philos. Trans. R. Soc. London 359, 1633–1644.
Drummond, A.J., Rambaut, A., 2007. BEAST: Bayesian evolutionary analysis by
sampling trees. BMC Evol. Biol. 7, 214.
Edgar, R.C., 2004. MUSCLE: multiple sequence alignment with high accuracy and
high throughput. Nucleic Acids Res. 32, 1792–1797.
Edwards, M.E., Anderson, P.M., Brubaker, L.B., Ager, T.A., Andreev, A.A., Bigelow,
N.H., Cwynar, L.C., Eisner, W.R., Harrison, S.P., Hu, F.S., Jolly, D., Lozhkin, A.V.,
MacDonald, G.M., Mock, C.J., Ritchie, J.C., Sher, A.V., Spear, R.W., Williams, J.W.,
Yu, G., 2000. Pollen-based biomes for Beringia 18, 000, 6000 and 0 14C yr bp. J.
Biogeogr. 27, 521–554.
Elias, M.K., 1942. Tertiary prairie grasses and other herbs from the high plains. Spec.
Pap. Geol. Soc. Am. 41, 1–176.
Elias, S.A., Short, S.K., Nelson, C.H., Birks, H.H., 1996. Life and times of the Bering
land bridge. Nature 382, 60–63.
Elias, S.A., Short, S.K., Birks, H.H., 1997. Late Wisconsin environments of the Bering
land bridge. Palaeogeogr. Palaeocl. Palaeoecol. 136, 293–308.
Erixon, P., Oxelman, B., 2008. Reticulate or tree-like chloroplast DNA evolution in
Sileneae (Caryophyllaceae)? Mol. Phylogenet. Evol. 48, 313–325.
258
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
Farris, J.S., Källersjö, M., Kluge, A.G., Bult, C., 1994. Testing significance of
incongruence. Cladistics 10, 315–319.
Fehrer, J., Gemeinholzer, B., Chrtek Jr., J., Bräutigam, S., 2007. Incongruent plastid
and nuclear DNA phylogenies reveal ancient intergeneric hybridization in
Pilosella hawkweeds (Hieracium, Cichorieae, Asteraceae). Mol. Phylogenet. Evol.
42, 347–361.
Felsenstein, J., 1985. Confidence limits on phylogenies: an approach using the
bootstrap. Evolution 39, 783–791.
Frajman, B., Oxelman, B., 2007. Reticulate phylogenetics and phytogeographical
structure of Heliosperma (Sileneae, Caryophyllaceae) inferred from chloroplast
and nuclear DNA sequences. Mol. Phylogenet. Evol. 43, 140–155.
Freitag, H., 1985. The genus Stipa (Gramineae) in Southwest and South Asia. Notes
Roy. Bot. Gard. Edinburgh 42, 355–489.
Gillespie, L.J., Soreng, R.J., Paradis, L.M., Bull, R.D., 2010. Phylogeny and reticulation
in Poinae subtribal complex based on nrITS, ETS, and trnTLF data. In: Seberg, O.,
Petersen, G., Barfod, A.S., Davis, J.I. (Eds.), Diversity, Phylogeny, and Evolution in
the Monocotyledons. Aarhus University Press, Denmark, pp. 589–617.
Gogarten, J.P., Olendzenski, L., 1999. Orthologs, paralogs and genome comparisons.
Curr. Opin. Genet. Dev. 9, 630–636.
Gonzales, A., Hamrick, J.L., Chang, S.M., 2008. Identification of glacial refugia in
South-Eastern North America by phylogeographical analyses of a forest
understorey plant, Trillium cuneatum. J. Biogeogr. 35, 844–852.
Graham, S.W., Olmstead, R.G., 2000. Utility of 17 chloroplast genes for inferring the
phylogeny of the basal angiosperms. Amer. J. Bot. 87, 1712–1730.
Grass Phylogeny Working Group (GPWG), 2001. Phylogeny and subfamilial
classification of the grasses (Poaceae). Ann. Missouri Bot. Gard. 88, 373–457.
Grivet, D., Petit, R.J., 2003. Chloroplast DNA phylogeography of the hornbeam in
Europe: evidence for a bottleneck at the outset of postglacial colonization.
Conserv. Genet. 4, 47–56.
Guan, Q.Y., Pan, B.T., Li, N., Zhang, J.D., Xue, L.J., 2011. Timing and significance of the
initiation of present day deserts in the northeastern Hexi Corridor, China.
Palaeogeogr. Palaeocl. Palaeoecol. 306, 70–74.
Guo, Z.T., Peng, S.Z., Hao, Q.Z., Biscaye, P.E., Liu, T.S., 2001. Origin of the Miocene–
Pliocene red-earth formation at Xifeng in Northern China and implications for
paleoenvironments. Palaeogeogr. Palaeocl. Palaeoecol. 170, 11–26.
Guo, Z.T., Ruddiman, W.F., Hao, Q.Z., Wu, H.B., Qiao, Y.S., Zhu, R.X., Peng, S.Z., Wei,
J.J., Yuan, B.Y., Liu, T.S., 2002. Onset of Asian desertification by 22 Myr ago
inferred from loess deposits in China. Nature 416, 159–163.
Hamasha, H.R., Bernhard von Hagen, K., Röser, M., 2012. Stipa (Poaceae) and allies in
the Old World: molecular phylogenetics realigns genus circumscription and
gives evidence on the origin of American and Australian lineages. Plant Syst.
Evol. 298, 351–367.
Harding, T.M., Brunsfeld, S.J., Fritz, R.S., Morgan, M., Orians, C.M., 2000.
Morphological and molecular evidence for hybridization and introgression in
a willow (Salix) hybrid zone. Mol. Ecol. 9, 9–24.
Heaney, L.R., 1991. A synopsis of climatic and vegetational change in Southeast Asia.
Clim. Change 19, 53–61.
Hilu, K.W., Lawrence, A.A., Liang, H., 1999. Phylogeny of Poaceae inferred from matK
sequences. Ann. Missouri Bot. Gard. 86, 835–851.
Huelsenbeck, J.P., Ronquist, F.R., 2001. MrBAYES: Bayesian inference of phylogenetic
trees. Bioinformatics 17, 754–755.
Humphreys, A.M., Pirie, M.D., Linder, H.P., 2010. A plastid tree can bring order to the
chaotic generic taxonomy of Rytidosperma Steud. s.l. (Poaceae). Mol. Phylogenet.
Evol. 55, 911–928.
Hung, C.Y., Sun, Y.H., Chen, J., Darlington, D.E., Williams, A.L., Burkey, K.O., Xie, J.,
2010. Identification of a Mg-protoporphyrin IX monomethyl ester cyclase
homologue, EaZIP, differentially expressed in variegated Epipremnum aureum
‘Golden Pothos’ is achieved through a unique method of comparative study
using tissue regenerated plants. J. Exp. Bot. 61, 1483–1493.
Huson, D.H., Bryant, D., 2006. Application of phylogenetic networks in evolutionary
studies. Mol. Biol. Evol. 23, 254–267.
Jacobs, S.W.L., Everett, J., Barkworth, M.E., Hsiao, C., 2000. Relationships
within the Stipeae (Gramineae). In: Jacobs, S.W.L., Everet, t J. (Eds.),
Grasses: Systematics and Evolution. CSIRO Publishing, Collingwood, Australia,
pp. 75–82.
Jacobs, S.W.L., Bayer, R., Everett, J., Arriaga, M.O., Barkworth, M.E., Sabin-Badereau,
A., Torres, M.A., Vázquez, F., Bagnall, N., 2007. Systematics of the tribe Stipeae
using molecular data. Aliso 23, 349–361.
Johnson, B.L., 1945. Cytotaxonomic studies in Oryzopsis. Bot. Gaz. 107, 1–32.
Jolivet, L., Faccenna, C., 2000. Mediterranean extension and the Africa–Eurasia
collision. Tectonics 19, 1095–1106.
Kappelman, J., Rasmussen, D.T., Sanders, W.J., Feseha, M., Bown, T., Copeland, P.,
Crabaugh, J., Fleagle, J., Glantz, M., Gordon, A., Jacobs, B., Maga, M., Muldoon, K.,
Pan, A., Pyne, L., Richmond, B., Ryan, T., Seiffert, E.R., Sen, S., Todd, L., Wiemann,
M.C., Winkler, A., 2003. Oligocene mammals from Ethiopia and faunal exchange
between Afro-Arabia and Eurasia. Nature 426 (6966), 549–552.
King, R.A., Ferris, C., 2000. Chloroplast DNA and nuclear DNA variation in the
sympatric alder species, Alnus cordata (Lois.) Duby and A. glutinosa (L.) Gaertn.
Biol. J. Linn. Soc. 70, 147–160.
Legler, B.S., 2010. Additions to the vascular flora of New Mexico. Bot. Res. Inst. Texas
4, 777–784.
Li, M., Wunder, J., Bissoli, G., Scarponi, E., Gazzani, S., Barbaro, E., Saedler, H., Varotto,
C., 2008. Development of COS genes as universally amplifiable markers for
phylogenetic reconstructions of closely related plant species. Cladistics 24,
727–745.
Liu, Y.S., Utescher, T., Zhou, Z., Sun, B., 2011. The evolution of Miocene climates in
North China: preliminary results of quantitative reconstructions from plant
fossil records. Palaeogeogr. Palaeocl. Palaeoecol. 304, 308–317.
López-Pujol, J., Ren, M.X., 2010. China: a hot spot of relict plant taxa. In: Rescigno, V.,
Maletta, S. (Eds.), Biodiversity Hotspots. Nova Science Publishers, New York, pp.
123–137.
López-Pujol, J., Zhang, F.M., Sun, H.Q., Ying, T.S., Ge, S., 2011. Centres of plant
endemism in China: places for survival or for speciation? J. Biogeogr. 38, 1267–
1280.
Marincovich, L., Gladenkov, A.Y., 1999. Evidence for an early opening of the Bering
Strait. Nature 397 (6715), 149–151.
Marincovich, L., Gladenkov, A.Y., 2001. New evidence for the age of Bering Strait.
Quatern. Sci. Rev. 20, 329–335.
Martin-Bravo, S., Vargas, P., Luceño, M., 2009. Is Oligomeris (Resedaceae) indigenous
to North America? Molecular evidence for a natural colonization from the Old
World. Am. J. Bot. 96, 507–518.
Metcalfe, I., Smith, J.M.B., Morwood, M., Davidson, I., 2001. Faunal and Floral
Migrations and Evolution in SE Asia-Australasia. Swets and Zeitlinger, Balkema,
Lisse.
Murray, B.G., De Lange, P.J., Ferguson, A.R., 2005. Nuclear DNA variation,
chromosome numbers and polyploidy in the endemic and indigenous grass
flora of New Zealand. Ann. Bot. 96, 1293–1305.
Ni, J., Yu, G., Harrison, S.P., Prentice, I.C., 2010. Palaeovegetation in China during the
late Quaternary: biome reconstructions based on a global scheme of plant
functional types. Palaeogeogr. Palaeocl. Palaeoecol. 289, 44–61.
Nixon, K.C., 2002. WinClada, ver.1.00.08. Ithaca, NY, Published by the Author.
Palmer, J.D., 1987. Chloroplast DNA evolution and biosystematic uses of chloroplast
DNA variation. Am. Nat. 130, S6–S29.
Peterson, P.M., Soreng, R.J., Wu, Z.L., 2005. Ptilagrostis luquensis (Poaceae: Pooideae:
Stipeae: Stipinae), a new species from China. Sida 21, 1355–1362.
Peterson, P.M., Romaschenko, K., Johnson, G., 2010a. A classification of the
Chloridoideae (Poaceae) based on multi-gene phylogenetics trees. Mol.
Phylogenet. Evol. 55, 580–598.
Peterson, P.M., Romaschenko, K., Johnson, G., 2010b. A phylogeny and classification
of the Muhlenbergiinae (Poaceae: Chloridoideae: Cynodonteae) based on
plastid and nuclear DNA sequences. Am. J. Bot. 97, 1532–1554.
Peterson, P.M., Romaschenko, K., Barker, N.P., Linder, H.P., 2011. Centropodieae and
Ellisochloa, a new tribe and genus in the Chloridoideae (Poaceae). Taxon 60,
1113–1122.
Peterson, P.M., Romaschenko, K., Snow, N., Johnson, G., 2012. A molecular
phylogeny and classification of Leptochloa (Poaceae: Chloridoideae:
Chlorideae) sensu lato and related genera. Ann. Bot. 109, 1317–1329.
Pope, J.O., Collins, M., Haywood, A.M., Dowsett, H.J., Hunter, S.J., Lunt, D.J., Pickering,
S.J., Pound, M.J., 2011. Quantifying uncertainty in model predictions for the
Pliocene (Plio-QUMP): initial results. Palaeogeogr. Palaeocl. Palaeoecol. 309,
128–140.
Posada, D., 2008. JModelTest model averaging. Mol. Biol. Evol. 25, 1253–1256.
Pound, M.J., Haywood, A.M., Salzmann, U., Riding, J.B., Lunt, D.J., Hunter, S.J., 2011. A
Tortonian (Late Miocene, 11.61–7.25 Ma) global vegetation reconstruction.
Palaeogeogr. Palaeocl. Palaeoecol. 300, 29–45.
Probatova, N.S., 1985. Poaceae. In: Tzvelev, N.N. (Ed.), Sosudistye Rastenia
Sovetskogo Dal’nego Vostoka. [updated and translated in English 2003 as
Vascular Plants of the Russian Far East, vol. 1]. Science Publishers, Enfield, New
Hampshire, pp. 89–488.
Probatova, N.S., Sokolovskaya, A.P., 1980. A karyotaxonomic study of the grasses of
the Altai Mts. J. Bot. Zhurnal 65, 509–520.
Qin, F., Ferguson, D.K., Zetter, R., Wang, Y., Syabryaj, S., Li, J., Yang, J., Li, C., 2011. Late
Pliocene vegetation and climate of Zhangcun region, Shanxi, North China. Glob.
Change Biol. 17, 1850–1870.
Qiu, Y.X., Fu, C.X., Comes, H.P., 2011. Plant molecular phylogeorgaphy in China and
adjacent regions: tracing the genetic imprints of Quaternary climate and
environmental change in the world’s most diverse temperate flora. Mol.
Phylogenet. Evol. 59, 225–244.
Rambaut, A., Drummond, A.J., 2007. Tracer v1.4. <http://beast.bio.ed.ac.uk/Tracer>.
Rea, D.K., Snoeckx, H., Joseph, L.H., 1998. Late Cenozoic Eolian deposition in the
North Pacific: Asian drying, Tibetan uplift, and cooling of the northern
hemisphere. Paleoceanography 13, 215–224.
Rieseberg, L.H., Soltis, D.E., 1991. Phylogenetic consequences of cytoplasmic gene
flow in plants. Evol. Trend. Plant. 5, 65–84.
Romaschenko, K., Peterson, P.M., Soreng, R.J., Garcia-Jacas, N., Futoma, O., Susanna,
A., 2008. Molecular phylogenetic analysis of the American Stipeae (Poaceae)
resolves Jarava sensu lato polyphyletic: evidence for a new genus, Pappostipa. J.
Bot. Res. Inst. Texas 2, 165–192.
Romaschenko, K., Peterson, P.M., Soreng, R.J., Garcia-Jacas, N., Susanna, A., 2010.
Phylogenetics of Stipeae (Poaceae: Pooideae) based on plastid and nuclear DNA
sequences. In: Seberg, O., Petersen, G., Barfod, A.S., Davis, J.I. (Eds.), Diversity,
Phylogeny, and Evolution in the Monocotyledons. Aarhus University Press,
Denmark, pp. 513–539.
Romaschenko, K., Peterson, P.M., Soreng, R.J., Futoma, O., Susanna, A., 2011.
Phylogenetics of Piptatherum s.l. (Poaceae: Stipeae): evidence for a new
genus, Piptatheropsis, and resurrection of Patis. Taxon 60, 1703–1716.
Romaschenko, K., Peterson, P.M., Soreng, R.J., Garcia-Jacas, N., Futoma, O., Susanna,
A., 2012. Systematics and evolution of the needle grasses (Poaceae: Pooideae:
Stipeae) based on analysis of multiple chloroplast loci, ITS, and lemma
micromorphology. Taxon 61, 18–44.
K. Romaschenko et al. / Molecular Phylogenetics and Evolution 70 (2014) 244–259
Ronquist, F., Huelsenbeck, J.P., Van der Mark, P., 2005. MrBayes 3.1 Manual, Draft
02.26.05. <http://mrbayes.csit.fsu.edu/mb3.1_manual.pdf>.
Roshevitz, R.Yu., 1934. Gramineae. In: Roshevitz, R.Yu., Shishkin, B.K. (Eds.), Flora of
the U.S.S.R., vol. 2. (translated in English 1963) Akademii Nauk SSSR, Leningrad,
pp. 71–118.
Schneider, J., Döring, E., Hilu, K.W., Röser, M., 2009. Phylogenetic structure of the
grass subfamily Pooideae based on comparison of plastid matK gene-30 trnK
exon and nuclear ITS sequences. Taxon 58, 405–424.
Semerikov, V.L., Lascoux, M., 2003. Nuclear and cytoplasmic variation within and
between Eurasian Larix (Pinaceae) species. Am. J. Bot. 90, 1113–1123.
Sonnhammer, E.L.L., Koonin, E.V., 2002. Orthology, paralogy and proposed
classification for paralog subtypes. Trends Genet. 18, 619–620.
Soreng, R.J., Davis, J.I., 1998. Phylogenetics and character evolution in the grass
family (Poaceae): simultaneous analysis of morphological and chloroplast DNA
restriction site character sets. Bot. Rev. 64, 1–88.
Soreng, R.J., Davis, J.I., 2000. Phylogenetic structure in Poaceae subfamily Pooideae
as inferred from molecular and morphological characters: misclassification
versus reticulation. In: Jacobs, S.W.L., Everett, J. (Eds.), Grasses: Systematics and
Evolution. CSIRO Publishing, Collingwood, Australia, pp. 61–74.
Soreng, R.J., Peterson, P.M., Davidse, G., Judziewicz, E.J., Zuloaga, F.O., Filgueiras, T.S.,
Morrone, O., 2003 and onwards. Catalogue of New World grasses (Poaceae): IV.
Subfamily Pooideae. Contr. U.S. Natl. Herb. 48, 1–730. <http://
www.tropicos.org/Project/CNWG>.
Soreng, R.J., Davis, J.I., Voionmaa, M.A., 2007. A phylogenetic analysis of Poaceae
tribe Poeae sensu lato based on morphological characters and sequence data
from three plastid-encoded genes: evidence for reticulation, and a new
classification for the tribe. Kew. Bull. 62, 425–454.
Soreng, R.J., Bull, R.D., Gillespie, L.J., 2010. Phylogeny and reticulation in Poa L. based
on plastid trnTLF and nrITS sequences with attention to diploids. In: Seberg, O.,
Petersen, G., Barfod, A.S., Davis, J.I. (Eds.), Diversity, Phylogeny, and Evolution in
the Monocotyledons. Aarhus University Press, Denmark, pp. 619–643.
Soreng, R.J., Peterson, P.M., Davidse, G., Judziewicz, E.J., Zuloaga, F.O., Filgueiras, T.S.,
Morrone, O., Romaschenko, K., 2012. A World-wide Phylogenetic Classification
of Poaceae (Gramineae): çimen, çayır, darbha, ghaas, ghas, gramas, gräser,
grasses, he ben ke, hullu, kasa, kusa, pastos, pillu, pullu, zlaki, etc. <http://
www.tropicos.org/
projectwebportal.aspx?pagename=ClassificationNWG&projectid=1>.
Ståhlberg, D., Hedrén, M., 2008. Systematics and phylogeography of the Dactylorhiza
maculata complex (Orchidaceae) in Scandinavia: insights from cytological,
morphological and molecular data. Plant Syst. Evol. 273, 107–132.
Swofford, D.L., 2000. PAUP: Phylogenetic Analysis using Parsimony (and Other
Methods), Version 4. Sinauer, Sunderland, Massachusetts.
Takhtajan, A., 1986. Floristic Regions of the World (T.J. Crovello, A. Cronquist,
Trans.). University of California Press, Berkeley.
Tateoka, T., 1986. Chromosome numbers in the tribe Stipeae (Poaceae) in Japan.
Bull. Natl. Sci. Mus. Tokyo 12, 151–154.
Thomasson, J.R., 1978. Epidermal patterns of the lemma in some fossil and living
grasses and their phylogenetic significance. Science 199, 975–977.
Thomasson, J.R., 1979. Late Cenozoic grasses and other Angiosperms from Kansas,
Nebraska, and Colorado: biostratigraphy and relationships to living taxa. Kan.
Geol. Surv. Bull. 218, 1–68.
259
Thomasson, J.R., 1980. Paleoeriocoma (Gramineae, Stipeae) from the Miocene of
Nebraska: taxonomic and phylogenetic significance. Syst. Bot. 5, 233–240.
Thomasson, J.R., 1982. Fossil grass anthoecia and other plant fossils from arthropod
burrows in the Miocene of Western Nebraska. J. Paleontol. 56, 1011–1017.
Thomasson, J.R., 1985. Miocene fossil grasses: possible adaptation in reproductive
bracts (lemma and palea). Ann. Missouri Bot. Gard. 72, 843–851.
Thomasson, J.R., 1987. Fossil grasses: 1820–1986 and beyond. In: Soderstrom, T.R.,
Hilu, K.W., Campbell, C.S., Barkworth, M.E. (Eds.), Grass Systematics and
Evolution. Smithsonian Institution Press, Washington, DC, pp. 159–167.
Thomasson, J.R., 2005. Berriochloa gabeli and Berriochloa huletti (Gramineae,
Stipeae), two new grass species from the late Miocene Ash Hollow Formation
of Nebraska and Kansas. J. Paleontol. 79, 185–199.
Tzvelev, N.N., 1976. Zlaki SSSR. Nauka Publishers, Leningrad.
Tzvelev, N.N., 1977. [On the origin and evolution of Feathergrasses (Stipa L.)]. In:
Lebedev, D.V., Karamysheva, Z.V. (Eds.), Problemy ekologii, geobotaniki,
botanicheskoi geografii I floristiki. Academiya Nauk SSSR, Leningrad, pp. 139–
150.
Utescher, T., Bruch, A.A., Micheels, A., Mosbrugger, V., Popova, S., 2011. Cenozoic
climate gradients in Eurasia – a palaeo-perspective on future climate change?
Palaeogeogr. Palaeocl. Palaeoecol. 304, 351–358.
Vicentini, A., Barber, J.C., Aliscioni, S.S., Giussani, L.M., Kellogg, E.A., 2008. The age of
the grasses and clusters of origins of C4 photosynthesis. Glob. Change Biol. 14
(12), 2963–2977.
Watson, L., Dallwitz, M.J., 1992 – onwards. The Grass Genera of the World:
Descriptions, Illustrations, Identification, and Information Retrieval; Including
Synonyms, Morphology, Anatomy, Physiology, Phytochemistry, Cytology,
Classification, Pathogens, World and Local Distribution, and References.
Version: 23 Apr. 2010. <http://www.delta-ntkey.com/grass/index.htm>.
Weber, W.A., 1966. Additions to the Flora of Colorado IV. Univ. Colorado Stud. Ser.
Biol. 23, 2.
Wen, J., Ickert-Bond, S., Nie, Z.L., Li, R., 2010. Timing and modes of evolution of eastern
Asian – North American biogeographic disjunctions in seed plants. In: Long, M.,
Gu, H., Zhou, Z. (Eds.), Darwin’s Heritage Today – Proceedings of the Darwin 200
Beijing International Conference. Higher Education Press, Beijing, pp. 252–269.
Woodruff, D., 2010. Biogeography and conservation in Southeast Asia: how 2.7
million years of repeated environmental fluctuations affect today’s patterns and
the future of the remaining refugial-phase biodiversity. Biodivers. Conserv. 19,
919–941.
Wu, Z., Phillips, S.M., 2006. Stipeae. In: Wu, Z., Raven, P.H., Hong, D.Y. (Eds.), Flora of
China: Poaceae, vol. 22. Science Press, Beijing and Missouri Botanical Garden
Press, St. Louis, pp. 188–212.
Wu, Z., Wu, S., 1996. A proposal for a new floristic kingdom (realm). In: Zhang, A.,
Wu, S. (Eds.), Floristic Characteristics and Diversity of East Asian Plants. China
Higher Education Press, Beijing, pp. 3–42.
Yao, Z., Xiao, G., Wu, H., Liu, W., Chen, Y., 2010. Plio-Pleistocene vegetation changes
in the North China Plain: magnetostratigraphy, oxygen and carbon isotopic
composition of pedogenic carbonates. Palaeogeogr. Palaeocl. Palaeoecol. 297,
502–510.
Zwickl, D.J., 2006. Genetic Algorithm Approaches for the Phylogenetic Analysis of
Large Biological Sequence Datasets under the Maximum Likelihood criterion.
Ph.D. Thesis, University of Texas, Austin.