Biological Journal of the Linnean Society, 2016, 119, 511–522. With 4 figures.
Evolutionary history of Gymnocarpos (Caryophyllaceae)
in the arid regions from North Africa to Central Asia
SHU-WEN JIA1,2, MING-LI ZHANG1,3*, ECKHARD V. RAAB-STRAUBE4 and MATS
THULIN5
Key Laboratory of Biogeography and Bioresource in Arid Land, Xinjiang Institute of Ecology and
Geography, Chinese Academy of Sciences, Urumqi, 830011, China
2
Graduate University of the Chinese Academy of Sciences, Beijing, 100049, China
3
Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
4
€ Berlin, K€
Botanischer Garten und Botanisches Museum Berlin-Dahlem, Freie Universitat
oniginLuise-Str. 6–8, 14195, Berlin, Germany
5
€
Department of Systematic Biology, EBC, Uppsala University, Norbyvagen
18D, SE-752 36, Uppsala,
Sweden
Received 4 February 2016; revised 7 April 2016; accepted for publication 7 April 2016
Gymnocarpos has only about ten species distributed in the arid regions of Asia and Africa, but it exhibits a
geographical disjunction between eastern Central Asia and western North Africa and Minor Asia. We sampled
eight species of the genus and sequenced two chloroplast regions (rps16 and psbB–psbH), and the nuclear rDNA
(ITS) to study the phylogeny and biogeography. The results of the phylogenetic analyses corroborated that
Gymnocarpos is monophyletic, in the phylogenetic tree two well supported clades are recognized: clade 1 includes
Gymnocarpos sclerocephalus and G. decandrus, mainly the North African group, whereas clade 2 comprises the
remaining species, mainly in the Southern Arabian Peninsula. Molecular dating analysis revealed that the
divergence age of Gymnocarpos was c. 31.33 Mya near the Eocene and Oligocene transition boundary, the initial
diversification within Gymnocarpos dated to c. 6.69 Mya in the late Miocene, and the intraspecific diversification
mostly occurred during the Quaternary climate oscillations. Ancestral area reconstruction suggested that the
Southern Arabian Peninsula was the ancestral area for Gymnocarpos. Our conclusions revealed that the
aridification since mid-late Miocene significantly affected the diversification of the genus in these areas. © 2016
The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522.
KEYWORDS: ancestral area – diversification – historical biogeography.
INTRODUCTION
In recent decades, much evidence from biogeographic
studies has shown that the changes of paleoclimate
and paleogeography have profound effects on biological evolution, diversification, and speciation (e.g.
Barrientos et al., 2014; Chen et al., 2014; Gao, Meng
& Zhang, 2014). Uplift of the Qinghai-Tibet Plateau
(QTP) and retreat of the Tethys Ocean from Central
Asia led to significant changes in atmospheric circulation patterns (Liu & Yin, 2002). These events not
only resulted in the aridification in Central Asia, but
also affected climatic conditions in North Africa (Liu
& Yin, 2002; Micheels, Eronen & Mosbrugger, 2009).
*Corresponding author. E-mail: zhangml@ibcas.ac.cn
Mid-Miocene climatic and cryospheric changes in the
Antarctic likewise had a great influence on the
increase of aridification in Africa (Flower & Kennett,
1994). Subsequently, the Pleistocene glacial–interglacial cycles imposed further influence on aridification in both the African and Asian regions
(Demenocal, 2004; Ding et al., 2005; Wu et al., 2007).
To investigate the relationship between aridification and evolutionary history of plants, we should
chose a group which is distribute widely in northern
Africa and Central Asia. The genus Gymnocarpos
Forssk. is distributed across arid and semi-arid
regions of Africa and Asia, from the Cape Verde and
Canary Islands to Northwest China and Mongolia,
with a centre of diversity in the Southern Arabian
Peninsula and the adjacent islands in the Indian
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1
512
S.-W. JIA ET AL.
MATERIAL AND METHODS
T AXON
AND MOLECULAR SAMPLING
We included eight of the ten species of the genus in
our study. Samples of G. przewalskii were collected
at five sites during field surveys in Northwest China
from June to August 2013, which covered the major
distribution areas of the species. Use of a global positioning system (GPS) placed the geographical coordinates of sample sites. Fresh leaves were dried
immediately in silica gel. Samples of G. decandrus
were obtained from eight collections from LE
(Komarov Botanical Institute, Russian Academy of
Sciences, St. Petersburg, Russia; one individual), B
(Botanic Garden and Botanical Museum Berlin-Dahlem, Free University of Berlin, Berlin, Germany; four
individuals) and MA (Herbarium of the Real Jardin
Botanico of Madrid, Madrid, Spain; three individuals). Many samples came from G. przewalskii and G.
decandrus as both are the previously published species that are representative of the eastern and western area distribution of the genus (Chaudhri, 1968).
G. mahranus, G. rotundifolius, G. kuriensis, G.
bracteatus and G. sclerocephalus were obtained from
UPS (Department of Systematic Biology, Evolutionary Biology Centre, Uppsala, Sweden). Details of the
collection are show in Table 1.
For divergence time estimates, we selected a broad
range of 30 species of Caryophyllaceae as outgroups
(see Supporting Information, Table S2) according to
the family phylogenetic scheme (Oxelman et al.,
2002; Frajman, Eggens & Oxelman, 2009; Greenberg
& Donoghue, 2011). Those eight species of 30 outgroups allied to Gymnocarpos were used to reconstruct the phylogenetic tree.
D NA
EXTRACTION, AMPLIFICATION AND SEQUENCING
Total genomic DNA was extracted following a modified CTAB protocol (Doyle & Doyle, 1987). Polymerase chain reaction (PCR) amplifications of two
chloroplast fragments used the primers rps16 (Chen
et al., 2011) and psbB–psbH (Xu et al., 2000). The
nuclear fragment was amplified using primers for
ITS (White et al., 1990). The PCR amplification program followed the protocols: 94 °C for 5 min followed
by 28 cycles at 94 °C for 30 s, 52 °C, 52 and 55 °C
(respectively, for the ITS, rps16 and psbB–psbH
regions) for 30 s, 72 °C for 45 s and a single final
step at 72 °C for 1 min. PCR was carried out in a
total volume of 30 lL. The PCR mixtures contained
2 lL of 109 PCR reaction buffer, 2 lL of 25 mM
MgCl2, 0.9 lL of each primer at 10 ng lL 1, 2 lL of
2.5 mM dNTP solutions in an equimolar ratio, 0.5 lL
of Taq DNA-polymerase and 1 lL of genomic DNA at
60 ng lL 1. The PCR products were purified with
purification kits (Shanghai SBS, Biotech Ltd, China).
Sequences were obtained using ABI PRISM 3700
DNA automatic sequencer (Shanghai Bioengineering,
Shanghai, China). To check for consistency, all individuals were sequenced using both forward and
reverse primers. Sequences were edited and aligned
using the software SeqMan (Lasergene, DNASTAR
Inc., Madison, Wisconsin, USA) and CLUSTAL_W
(Thompson, Higgins & Gibson, 1994), respectively.
Some unphased sequences with double peaks sites
were observed in the ITS data, indicating heterozygous genotypes. The unphasable heterozygous sites
in the ITS data were coded ambiguously and one-site
heterozygotes were directly phased (Huang, Ji &
Zhang, 2008; Shi et al., 2013).
P HYLOGENETIC
ANALYSES AND ESTIMATION OF
DIVERGENCE TIME
Phylogenetic analyses were performed using Maximum parsimony (MP) and Bayesian inference (BI)
methods for ITS, cpDNA, the combined dataset,
respectively. The MP analysis was conducted with
PAUP* v.4.0b10 (Swofford, 2002), with 1000 replicates of heuristic search using tree-bisection–reconnection (TBR) branch-swapping with ten random
sequence additions. BI analysis was conducted using
MrBayes version 3.2.3 (Ronquist et al., 2012). The
best fit nucleotide substitution models for BI and
BEAST
analysis
were
inferred
using
the
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Ocean (Petrusson & Thulin, 1996). Therefore, it is
an ideal model. In the genus, G. decandrus and G.
sclerocephalus have wide distributions in North
Africa and Asia Minor. All other species such as G.
kuriensis, G. bracteatus, G. rotundifolius, G. mahranus, and G. argenteus, are endemic to the Southern
Arabian Peninsula and the adjacent islands in the
Indian Ocean (Petrusson & Thulin, 1996). G. przewalskii is endemic to Mongolia and Northwest China
(Oxelman, Ahlgren & Thulin, 2002). Detailed distribution information on Gymnocarpos is in the Supporting Information (Table S1). Initially, the genus
Gymnocarpos consisted of only two species G. decandrus and G. przewalskii (Chaudhri, 1968). Oxelman
et al. (2002) recognized ten species in the genus
based on both molecular and morphological evidence.
The evolutionary history of Gymnocarpos has been
poorly understood so far.
In this study, we use phylogenetic and biogeographic methods and a wide sampling of the genus to
discuss the biogeographical history of the genus, to
attempt to clarify its geographic origin and dispersal
across Africa and Asia, and to assess the effect of climate aridification on diversification of Gymnocarpos.
EVOLUTIONARY HISTORY OF GYMNOCARPOS
513
Table 1. Voucher information for the eight species of Gymnocarpos
Source
Voucher
GenBank accession nos
(ITS, rps16, psbB–psbH)
G. przewalskii Bunge
ex Maxim. /1
G. przewalskii Bunge
ex Maxim. /2
G. przewalskii Bunge
ex Maxim. /3
G. przewalskii Bunge
ex Maxim. /4
G. przewalskii Bunge
ex Maxim. /5
Wuqia, Xinjiang, China;
39.68N/75.01E
Akesu, Xinjiang, China;
41.55N/81.25E
Hami, Xinjiang, China;
42.89N/93.94E
Jiayuguan, Gansu,
China; 39.79N/98.19E
Wulate Rear Banner, Inner
Mongolia, China;
41.67N/108.5E
Fuerteventura, Canary
Islands, Spain
Tenerife, Canary Islands,
Spain
10 km SE of Erfoud toward
Merzouga, Morocco
Eastern Antiatlas Mountains,
Tagmoute, Morocco
envirous.t. Algeria
5 km NE of the Monastery
St. Catherine. rocky NE flank
of Jabal Berqa facing Wadi
Sabayia, Sinai, Egypt;
28.58N/33.98E
Wadi Agrav, near the street
ca 15,5 km WSW Mitzpe
Ramon, Central Negev,
Israel; 30.55N/34.65E
Perisa, C: Yazd. in saxosis
calc. 18 km ENE Chupunum
(Chupanan), Iran;
33.55N/54.32E
Hadramaut, 25 km W of
Al Ridah, Yemen
Mahrah, Ras Fartak, Yemen
S.W. Jia, 2013045, XJBI
KX012966; KX012948; KX012984
S.W. Jia, 2013056, XJBI
KX012965; KX012947; KX012983
S.W. Jia, 2013063, XJBI
KX012964; KX012946; KX012982
S.W. Jia, 2013068, XJBI
KX012963; KX012945; KX012981
S.W. Jia, 2013082, XJBI
KX012967; KX012949; KX012985
I. Alvarez et al.
768040, MA
J.J. Greuter,
100021572, B
C. Aedo. et al.
552332, MA
T. Buira & J. Calvo
758240, MA
P. Bochantsev, 924, LE
P. Hein, 100193002, B
KX012974; KX012956; KX012992
KX012969; KX012951; KX012987
KX012971; KX012953; KX012989
M. Ristow, 100355390, B
KX012970; KX012952; KX012988
K. H. Rechinger,
100355987, B
KX012972; KX012954; KX012990
M. Thulin et al.,
9531, UPS
M. Thulin et al.,
9632, UPS
Thulin & Gifri,
8795, UPS
Hedberg, 92034, UPS
KX012979; KX012961; KX012997
KX012980; KX012962; KX012998
Miller et al., 11384, UPS
KX012977; KX012959; KX012995
Thulin, 8330, UPS
AJ310973y (ITS)
G. decandrus Forssk. /1
G. decandrus Forssk. /2
G. decandrus Forssk. /3
G. decandrus Forssk. /4
G. decandrus Forssk. /5
G. decandrus Forssk. /6
G. decandrus Forssk. /7
G. decandrus Forssk. /8
G. rotundifolius Petruss.
& Thulin
G. mahranus Petruss.
& Thulin
G. bracteatus (Balf.f.)
Petruss. & Thulin
G.sclerocephalus (Decne.)
Ahlgren & Thulin
G. kuriensis (Radcl.-Sm.)
Petruss. & Thulin
G. argenteus Petruss.
& Thulin
Socotra, Muqadrion pass,
Yemen
65 km W of Riyadh, Saudi
Arabia
Abd al-kuri, Jebal Hassala,
Yemen
Yemen
KX012968; KX012950; KX012986
KX012975; KX012957; KX012993
KX012973; KX012955; KX012991
KX012978; KX012960; KX012996
KX012976; KX012958; KX012994
[Corrections added on 10 June 2016, after first online publication: Some of the data in Source and Voucher columns of
Table 1 that were previously incorrect have now been corrected].
mrModelTest 2.3 program (Nylander, 2004).
GTR + G, GTR + I and GTR + I + G were chosen as
the substitution models for ITS, cpDNA and the
combined dataset, respectively. The BI analysis ran
the chains for 2 000 000 generations and sampling
every 1000 generations. We discarded the first 10%
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Taxon/code
514
S.-W. JIA ET AL.
A NCESTRAL
AREA ESTIMATES
The ancestral areas were reconstructed using Statistical Dispersal-Vicariance Analysis (S-DIVA; Yu,
Harris & He, 2010), maximum likelihood – based
DEC model (Lagrange; Ree & Smith, 2008;.), and the
Bayesian Binary Method (BBM; Ronquist &
Huelsenbeck, 2003) as implemented in RASP (Reconstruct Ancestral State in Phylogenies) 3.1 (Yu et al.,
2015). According to geological conditions or species
occurrence, eight distributional areas of the Gymnocarpos and its relatives were delimited: A, North
America; B, Europe (mainly Spain); C, North Africa
(including Canary Islands, Libya, Tunisia, Algeria,
Morocco, Western Sahara, Mauritania, Chad); D,
Horn of Africa (including Eritrea, Somalia); E,
Northern Arabian Peninsula (including Israel, Lebanon, Sinai, Jordan, Iraq, Syria, Saudi Arabia,
Kuwait, Bahrain, Qatar); F, Southern Arabian
Peninsula (including Yemen, Oman, Socotra, Abd alKuri); G, Iran plateau & Central Asia (including
Iran, Afghanistan, Pakistan); H, Mongolia & Northwest China (details of the setting are in Supporting
Information, Table S3 and Fig. S1). For the endemic
species, we defined distribution ranges based on species occurrence. For the widely distributed species,
G. decandrus and G. sclerocephalus, and the relatives of Gymnocarpos, we defined distribution ranges
based on Global Biodiversity Information Facility
(GBIF, http://www.gbif.org/, accessed 19 January
2016). The maximum number of areas for each node
was set as 2, 3, 4, or 5 for comparison, because most
species are not observed in more than five areas in
our study. We loaded previously produced 10001
BEAST trees and discard the first 9001 trees. The
last 1000 BEAST trees were used in this analysis.
The condensed tree was also estimated in BEAST.
Outgroups of distant relatives were excluded in calculations of ancestral distributional area by RASP
3.1 (Yu et al., 2015). The S-DIVA ran using default
settings. The BBM ran using model F81 according to
Akaike
Information
Criterion
(AIC:
F81 = 33 024.1016, JC = 33 246.4531). Due to only a
few of the study of the genus, the dispersal rates of
Gymnocarpos are very difficult to estimate. Thus, we
set all dispersal events equally likely in DEC analyela & Rouhan, 2016).
sis (Gaudeul, V
RESULTS
P HYLOGENETIC
ANALYSES AND DIVERGENCE TIME
ESTIMATES
The total aligned matrix consisted of 2120 characters. The aligned positions of psbB–psbH, rps16 and
ITS datasets were 666, 848 and 606 base pairs,
respectively. The combined matrix of the three
markers consisted of 155 polymorphic informative
sites, including 122 nucleotide substitutions and 33
indels (Supporting Information, Tables S4–S6). All
the variations were considered in the present study,
including substitutions and indels. In our study,
many outgroups were used, the positions of gaps of
Gymnocarpos were inconsistent with outgroups.
Thus, we did not treated indel as a single mutation
event.
Phylogenetic trees resulting from MP and BI analyses were generally similar (Fig. 1, Supporting Information, Figs S2, S3). The Gymnocarpos group was
corroborated as monophyletic with high bootstrap
(BP) support and posterior probability (PP)
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as burn-in. The remaining trees were used to construct a Bayesian consensus tree.
Divergence time was estimated using a Bayesian
approach of BEAST version 1.8.1 (Drummond &
Rambaut, 2007), as implemented in CIPRES Science
Gateway V. 3.3 (Miller, Pfeiffer & Schwartz, 2010).
The likelihood ratio test performed in PAUP* 4b10
(Swofford, 2002) rejected the hypothesis of a strict
molecular clock model (ln-likelihood without clock: –
15 538, ln-likelihood with clock: – 16 939, v2
value = 2802, 47 d.f. = 82.720, P < 0.001). Thus, the
Uncorrelated Lognormal relaxed clock was employed
for clock models. Because the Yule process (pure
birth) and the birth–death process (considered the
extinction issue) are commonly used for modelling
speciation, the two processes were employed to run
separately. We calibrated two nodes using one
macrofossil and one published divergence time of
Caryophyllaceae. First, the previous report of Kool
(2012) provided evidence that Caryophyllaceae originated in the Paleocene, around 60 Mya. Therefore,
for the place of Caryophyllaceae origin, we used a
normal prior distribution with mean 60 Mya and
standard deviation 3 Mya. This time range (95%
HPD: 52–64 Mya) corresponds to the Paleocene period. Second, we used the inflorescence fossil (Caryophylloflora paleogenica; Jordan & Macphail, 2003) as
a fixed age for the Alsinoideae/Caryophylloideae
node. We set a lognormal prior distribution with offset 34 Mya and standard deviation 1 Mya for the
node according to Frajman et al. (2009). The MCMC
search was run for 20 000 000 generations and sampled every 2000 generations. Four independent Markov chains were used in this process. A maximum
clade credibility (MCC) tree was generated in
TreeAnnotator (Drummond & Rambaut, 2007) using
the product method, after which we discarded the
first 10% as burn-in. The convergence of MCMC and
adequate effective sample sizes (ESSs > 200) were
checked by Tracer version 1.6 (Rambaut et al., 2014).
EVOLUTIONARY HISTORY OF GYMNOCARPOS
515
Clade2
(BP = 100, PP = 1.00), and was related to Paronychia. Two clades within the genus were recognized,
and each was well supported (clade 1, BP = 99.69,
PP = 1.00; clade 2, BP = 99.6, PP = 1.00). Samples of
G. sclerocephalus and G. decandrus formed a clade
and the two species are distributed in western parts
of the geographic range, whereas the other clade
includes species distributed in the Southern Arabian
Peninsula and the western part of China.
Results of divergence time analysis from birth–
death and Yule priors showed no significant differences. The details are shown in Figure 2 and Supporting Information (Fig. S4). Because the Yule
model is a special case of the birth–death process
where the rate for extinction is equal to zero, the
birth–death results are more realistic than those
from Yule. The following information will show the
results of birth–death analysis. The estimated divergence (stem) age of Gymnocarpos was c. 31.33 Mya
(95% HPD: 19.94–45.42); the crown age was c.
6.69 Mya (95% HPD: 3.97–10.48); and the crown
ages of clade 1 and clade 2 were c. 2.73 Mya (95%
HPD: 1.52–4.43) and 2.86 Mya (95% HPD: 1.66–
4.38), respectively. The diversification crown age of
G. przewalskii was 1.16 Mya (95% HPD: 0.55–2.01)
and that of G. decandrus was 1.29 Mya (95% HPD:
0.7–2.15).
A NCESTRAL
AREA ESTIMATES
Results from ancestral area reconstruction using SDIVA, BBM and DEC are shown in Figures 3, 4, and
Supporting Information (Figs S5–S7). The results of
the S-DIVA analysis using different maximum area
numbers were almost identical (Supporting Information, Fig. S5). The results of BBM using different
maximum area numbers analysis were also almost
identical (Supporting Information, Fig. S6). DEC
results using different maximum area numbers were
significantly different and less informative than
those of S-DIVA and BBM, because DEC inferred
numerous ancestral areas or null distribution in
some notes (Supporting Information, Fig. S7). Therefore, we discuss results based on S-DIVA and BMM
analyses. The results of the two methods were similar except for the order of dispersal events. The
ancestral area was estimated as F by both S-DIVA
and BBM (Fig. 3). As F (Southern Arabian Peninsula) always occurs as an ancestral area, it was identified as the most likely ancestral area. The multiple
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Clade1
Figure 1. Phylogenetic tree based on ITS, rps16 and psbB–psbH sequences. Numbers above branches are posterior
probability support values from Bayesian inference, and below branches are bootstrap support values from maximum
parsimony analysis.
516
S.-W. JIA ET AL.
Figure 2. Divergence time estimates of Gymnocarpos based on the three plastid and nuclear regions inferred using the
birth–death process. Blue bars represent 95% higher posterior densities (95% HPD) of divergence time. Red lines represent the nodes of calibration.
dispersal events were recognized, from Southern
Arabian Peninsula (F) to all other distribution areas.
The order of dispersal events for S-DIVA was from F
to H and from F to C, D, E, G. The order of dispersal
events for BBM is from F to H; from F to CF, and
from CF to D, E, G.
DISCUSSION
P HYLOGENETIC
RELATIONSHIPS OF
GYMNOCARPOS
In terms of traditional taxonomy, there were formerly two species in Gymnocarpos (Chaudhri, 1968),
i.e. western G. decandrus, and eastern G. przewalskii, both form a distribution disjunction. Petrusson
& Thulin (1996) resurrected Gymnocarpos and
included eight species in the genus. The molecular
phylogeny indicated that the genus Sclerocephalus
was related to G. decandrus and nested in Gymnocarpos and was highly supported, so that
Sclerocephalus was included within Gymnocarpos
(Oxelman et al., 2002) and therefore ten species are
recognized in the genus so far. Our molecular phylogenetic analysis (Fig. 1) confirmed the previous phylogeny
and
taxonomic
treatment,
namely,
Gymnocarpos is monophyletic, Gymnocarpos together
with Paronychia and Herniaria, forms a well supported monophyletic clade, and the subfamily
Paronychioideae should be included in Caryophyllaceae (Bittrich, 1993; Oxelman et al., 2002; Greenberg & Donoghue, 2011; Kool, 2012).
Within Gymnocarpos, the two formed clades were
consistent with the distribution pattern: clade 1 was
comprised of two widely distributed species in the
western part, G. decandrus and G. sclerocephalus,
whereas clade 2 was comprised of G. przewalskii in
eastern China and Mongolia, as well as species
in Southern Arabian Peninsula, G. mahranus,
G. decandrus, G. argenteus, G. bracteatus, and
G. rotundifolius. G. przewalskii is shown to be closer
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Mya
EVOLUTIONARY HISTORY OF GYMNOCARPOS
BBM
517
S-DIVA
LEGEND
LEGEND
*
*
(F) Gymnocarpos kuriensis
CDEFG
100
(F) Gymnocarpos bracteatus
(F) Gymnocarpos kuriensis
CDEFG
100
CEFG
CEFG
(F) Gymnocarpos argenteus
97
CEG
F
(F) Gymnocarpos mahranus
(F) Gymnocarpos mahranus
100
CF
100
FH
61
61
(F) Gymnocarpos rotundifolius
H
F
(H) Gymnocarpos przewalskii4
100
62
62
Dispersal
100
(H) Gymnocarpos przewalskii1
100
100
(H) Gymnocarpos przewalskii5
(H) Gymnocarpos przewalskii5
Dispersal
(CEFG) Gymnocarpos decandrus2
(CEFG) Gymnocarpos decandrus2
100
100
100
(CEFG) Gymnocarpos decandrus1
100
100
(CEFG) Gymnocarpos decandrus6
(CEFG) Gymnocarpos decandrus6
(CEFG) Gymnocarpos decandrus5
(CEFG) Gymnocarpos decandrus5
(CEFG) Gymnocarpos decandrus7
100
(CEFG) Gymnocarpos decandrus7
100
(CEFG) Gymnocarpos decandrus1
(CEFG) Gymnocarpos decandrus8
(CEFG) Gymnocarpos decandrus8
100
(H) Gymnocarpos przewalskii1
100
100
(CEFG) Gymnocarpos decandrus3
(CEFG) Gymnocarpos decandrus3
100
100
100
100
(CEFG) Gymnocarpos decandrus4
(B) Paronychia suffruticosa
68
(CEFG) Gymnocarpos decandrus4
(CDEFG) Gymnocarpos sclerocephalus
(CDEFG) Gymnocarpos sclerocephalus
(B) Paronychia suffruticosa
68
(A) Paronychia americana
(A) Paronychia americana
100
100
100
100
(A) Paronychia fastigiata
(A) Paronychia fastigiata
(CEG) Herniaria hemistemon
(CEG) Herniaria hemistemon
Figure 3. Ancestral area reconstruction of Gymnocarpos conducted by RASP. The maximum number of areas is two.
Arrows represent the direction of dispersal events.
Figure 4. Several dispersal events are illustrated. Blue dotted lines represent dispersal events of BBM. Red dotted
lines represent dispersal events of S-DAVA. The direction of the arrow represents the direction of dispersal event.
to Southern Arabian Peninsula species than those in
North Africa and SW Asia (G. decandrus and G. sclerocephalus). This is also supported by a typical morphological character, being large and scarious or
small and with stipule-like bracts among the endemic species of Southern Arabia Peninsula and G.
przewalskii (Oxelman et al., 2002), whereas G. sclerocephalus and G. decandrus with leaf-like bracts.
D ISPERSAL
EVENTS IN
GYMNOCARPOS
Our ancestral areas reconstruction showed that the
Southern Arabian Peninsula (including the adjacent
islands in the Indian Ocean) was the ancestral area
of Gymnocarpos (see Fig. 4). Subsequently, dispersal
events in clade 2, indicated that G. przewalskii is a
dispersal event from the Southern Arabian Peninsula, this is different from the pattern from eastern
© 2016 The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522
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H
(H) Gymnocarpos przewalskii3
(H) Gymnocarpos przewalskii2
100
(H) Gymnocarpos przewalskii2
100
(F) Gymnocarpos rotundifolius
(H) Gymnocarpos przewalskii4
100
(H) Gymnocarpos przewalskii3
FH
100
(F) Gymnocarpos bracteatus
(F) Gymnocarpos argenteus
97
518
S.-W. JIA ET AL.
C LIMATE
CHANGES TRIGGERED THE DIVERSIFICATION
HISTORY OF
GYMNOCARPOS
The estimated divergence age of Gymnocarpos was
c. 31.33 Mya, following the global abrupt shift to
glacial conditions near the Eocene and Oligocene
transition (EOT) boundary c. 34 Mya (Crowley &
North, 1988; Coxall et al., 2005; Liu et al., 2009).
Numerous studies on biostratigraphy and paleontology evidenced that a dramatic variety of composition and evolution of taxa correlated with the
abrupt change of climate (e.g. Dockery, 1986; Cavagnetto & Anadon, 1996; Haasl & Hansen, 1996;
Ivany, Patterson & Lohmann, 2000; Pan et al.,
2006; Seiffert, 2007). Notable species turnover and
decline of palms (Arecaceae) occurred at the Eocene
and Oligocene boundary 33.9 Mya in Africa (Pan
et al., 2006). The vegetation of Ebro Basin in northeastern Spain changed from mangrove swamps to
sclerophyllous forests in order to adapt to the
climate change during that period (Cavagnetto &
Anadon, 1996). Therefore, the divergence of Gymnocarpos was also likely to be affected by climate
changes at EOT.
Diversification of Gymnocarpos was at c. 6.69 Mya
in late Miocene, corresponding to global cooling and
aridization c. 7 Mya (Quade, Cerling & Bowman,
1989; Willis & McElwain, 2002). The uplift of the
Himalayas and the QTP significantly affected the climate of Asia, and enhanced the aridity of the Asian
interior about 8–9 Mya (An et al., 2001). North
Africa covered with an open grassland and the
Sahara desert appeared firstly also was at c. 7 Mya
(Fortelius et al., 2002; Liu et al., 2009; Micheels
et al., 2009), where previously it had been dominated
by tropical trees in early Miocene. The vegetation
changes were driven by climatic oscillations during
the Miocene (Linares, 2011; Chen et al., 2014). Our
evidence offers a case of Arabian Peninsula or northern Africa origin and driven by climatic cooling and
aridification during the mid-late Miocene.
From Figure 2, the diversification within the
genus occurred during the Pliocene and Pleistocene,
corresponding to the Quaternary glaciations, which
have profoundly affected the distribution and
genetic variation of many organisms throughout the
Northern Hemisphere (Hewitt, 2000, 2004). In
Northwest China, aridification has presumably
begun at early Miocene, drastically increased aridity
and expansion of deserts occurred during the Pleistocene (Yang et al., 2011). For example, the several
deserts greatly enlarged during the Pleistocene
(Fang et al., 2002; Sun, 2002; Zhang & Men, 2002;
Li et al., 2014). The genetic structures, population
isolation and diversification of many plants in those
regions were affected significantly by severe aridity
(e.g. Su, Zhang & Cohen, 2012; Meng & Zhang,
2013; Xie & Zhang, 2013). From our dating of G.
przewalskii to after 1.16 Mya, we can infer that the
aridification prompted the formation of intraspecific
genetic variations during the Quaternary glaciations. This finding is consistent with previous phylogeographical studies of G. przewalskii (Ma & Zhang,
2012; Ma, Zhang & Sanderson, 2012). Quaternary
glaciations also had a certain effect on the Mediterranean region (Bertoldi, Rio & Thunell, 1989). The
diversification of G. decandrus in North Africa
occurred starting from 1.29 Mya. This result not
only corresponds with increasingly dramatic climate
oscillations (Hewitt, 2000), but is also linked closely
to the changes of sea surface temperatures in the
tropical Atlantic Ocean and hence large-scale vegetation changes in the mid-Pleistocene (Schefuß
et al., 2003). In the Arabian Peninsula, the increasing aridification began in the late Tertiary, resulting
in the shrinkage of a once continuous distributional
ranges of species (Meister et al., 2005). Moreover,
the numerous climate oscillations between humid
and arid period, which were caused by glacial–interglacial episodes during the Pleistocene and the early
Holocene, shaped the present distribution of plants
in the Arabian Peninsula (Bray & Stokes, 2004;
Meister et al., 2005). Therefore, we infer that climate changes since the Pliocene has had a profound
influence on the diversification of the Gymnocarpos
species.
CONCLUSIONS
Gymnocarpos exhibits an interesting geographical disjunction, western North Africa, Southern Arabian Peninsula, and eastern Northwest China and
Mongolia. In this study, we provide an initial
© 2016 The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522
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QTP to western Mediterranean, the Arabian Peninsula and Africa, such as Hippopha€
e rhamnoides (Jia
et al., 2012) and Isodon (Yu et al., 2014). In clade 1,
the S-DIVA result illustrated that all dispersals were
from the Arabian Peninsula to different directions in
the Miocene–Pliocene, whereas BBM result revealed
that dispersal events occurred from the Southern
Arabian Peninsula to North Africa, then returned to
Northern Arabian Peninsula and Iran. Even though
previous studies have indicated that the Sahara
desert might be a barrier of gene flow between northern and southern African c. 7 Mya (Besnard, Rubio
de Casas & Vargas, 2007), some biological cases have
also evidenced that organisms can migrate in the
Sahara desert (Drake et al., 2011), thus our dispersals between North Africa and Arabia Peninsula are
possible and justifiable.
EVOLUTIONARY HISTORY OF GYMNOCARPOS
understanding of the origin and evolutionary history
of this disjunction. The ancestral area is estimated as
the Southern Arabian Peninsula. The aridification
events since the mid–late Miocene are presumed to
have significantly influenced the diversification of the
genus. Diversification within North Africa, Northwest
China, and the Southern Arabian Peninsula is
hypothesized to be recent, since the Pliocene, and
most likely driven by the Quaternary glacial oscillation, Sahara Desert effects in North Africa, QTP
uplift, and desert expansion in Northwest China.
Thanks to Dr Gabriele Dr€oge at the DNA bank
(http://www.bgbm.org/en/dna-bank) of Botanischer
Garten and Botanisches Museum Berlin-Dahlem,
Freie Universit€
at Berlin (Germany) for her kind
donation of DNA material, to Prof. Mats Thulin at
UPP herbarium of Department of Systematic Biology, Evolutionary Biology Centre, Uppsala University (Sweden) and Dr Abelardo Aparicio at the
herbarium of the Real Jardin Botanico of Madrid
(Spain) for sending leaves. Thanks to Dr Stewart C.
Sanderson at the Shrub Sciences Laboratory, USDA,
Utah, USA, for his English improvement to the
manuscript. This study is financially supported by
China Natural Key Basic Research Programme
(2014CB954201), and the Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences.
Finally, thanks to the nine anonymous reviewers for
helpful comments on this paper.
REFERENCES
An ZH, John EK, Warren LP, Stephen CP. 2001. Evolution of Asian monsoons and phased uplift of the HimalayaTibetan plateau since Late Miocene times. Nature 411: 62–
66.
Barrientos R, Kvist L, Barbosa A, Valera F, Khoury F,
Varela S, Moreno E. 2014. Refugia, colonization and
diversification of an arid – adapted bird: coincident patterns
between genetic data and ecological niche modelling. Molecular Ecology 23: 390–407.
Bertoldi R, Rio D, Thunell R. 1989. Pliocene-pleistocene
vegetational and climatic evolution of the south-central
mediterranean.
Palaeogeography,
Palaeoclimatology,
Palaeoecology 72: 263–275.
Besnard G, Rubio de Casas R, Vargas P. 2007. Plastid
and nuclear DNA polymorphism reveals historical processes
of isolation and reticulation in the olive tree complex (Olea
europaea). Journal of Biogeography 34: 736–752.
Bittrich V. 1993. Caryophyllaceae. In: Kubitzki K, Rohwer
JG, Bittrich V, eds. The families and genera of vascular
plants II. Flowering plants-dicotyledons. Berlin: Springer,
206–236.
Bray HE, Stokes S. 2004. Temporal patterns of arid-humid
transitions in the south-eastern Arabian Peninsula based
on optical dating. Geomorphology 59: 271–280.
Cavagnetto C, Anad
on P. 1996. Preliminary palynological
data on floristic and climatic changes during the Middle
Eocene-Early Oligocene of the eastern Ebro Basin, northeast Spain. Review of Palaeobotany and Palynology 92:
281–305.
Chaudhri MN. 1968. Revision of the Paronychiinae. Mededelingen van het Botanisch Museum en Herbarium van de
Rijksuniversiteit te Utrecht 1: 3–440.
Chen RF, Zhang Z, Tang Z, Yu MD, Xu L, Wang XL.
2011. Morus ITS, trnL-F, rps16 sequence and phylogenetic
analysis of mulberry resources. Scientia Agricultura Sinica
44: 1553–1561.
Chen C, Qi ZC, Xu XH, Comes HP, Koch MA, Jin XJ, Fu
CX, Qiu YX. 2014. Understanding the formation of
Mediterranean–African–Asian disjunctions: evidence for
Miocene climate-driven vicariance and recent long-distance
dispersal in the Tertiary relict Smilax aspera (Smilacaceae).
New Phytologist 204: 243–255.
Coxall HK, Wilson PA, P€
alike H, Lear CH, Backman J.
2005. Rapid stepwise onset of Antarctic glaciation and deeper
calcite compensation in the Pacific Ocean. Nature 433: 53–57.
Crowley TJ, North GR. 1988. Abrupt climate change and
extinction events in earth history. Science 240: 996–1002.
Demenocal PB. 2004. African climate change and faunal
evolution during the Pliocene-Pleistocene. Earth and Planetary Science Letters 220: 3–24.
Ding ZL, Derbyshire E, Yang SL, Sun JM, Liu TS. 2005.
Stepwise expansion of desert environment across northern
China in the past 3.5 Ma and implications for monsoon evolution. Earth and Planetary Science Letters 237: 45–55.
Dockery DT III. 1986. Punctuated succession of Paleogene
mollusks in the northern Gulf Coastal Plain. Palaios 1:
582–589.
Doyle J, Doyle J. 1987. A rapid DNA isolation procedure
for small quantities of fresh leaf tissue. Phytochemical Bulletin 19: 11–15.
Drake NA, Blench RM, Armitage SJ, Bristow SC, White
HK. 2011. Ancient watercourses and biogeography of the
Sahara explain the peopling of the desert. Proceedings of
the National Academy of Sciences 108: 458–462.
Drummond AJ, Rambaut A. 2007. BEAST: Bayesian evolutionary analysis by sampling trees. BMC Evolutionary
Biology 7: 214.
Fang X, Shi Z, Yang S, Yan MD, Li JJ, Jing PA. 2002.
Loess in the Tian Shan and its implications for the development of the Gurbantunggut Desert and drying of northern
Xinjiang. Chinese Science Bulletin 47: 1381–1387.
Flower BP, Kennett JP. 1994. The middle Miocene climatic
transition: East Antarctic ice sheet development, deep
ocean circulation and global carbon cycling. Palaeogeography, Palaeoclimatology, Palaeoecology 108: 537–555.
Fortelius M, Eronen J, Jernvall J, Liu L, Pushkina D,
Rinne J, Tesakov J, Vislobokova I, Zhang Z, Zhou L.
© 2016 The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522
Downloaded from https://academic.oup.com/biolinnean/article/119/2/511/2701016 by guest on 28 July 2021
ACKNOWLEDGEMENTS
519
520
S.-W. JIA ET AL.
long-term climatic change and glacial refugia. Journal of
Biogeography 38: 619–630.
Liu X, Yin Z-Y. 2002. Sensitivity of East Asian monsoon climate to the uplift of the Tibetan Plateau. Palaeogeography,
Palaeoclimatology, Palaeoecology 183: 223–245.
Liu Z, Pagani M, Zinniker D, DeConto R, Huber M,
Brinkhuis H, Shah SR, Leckie RM, Pearson A. 2009.
Global cooling during the Eocene-Oligocene climate transition. Science 323: 1187–1190.
Ma SM, Zhang ML. 2012. Phylogeography and conservation
genetics of the relic Gymnocarpos przewalskii (Caryophyllaceae) restricted to northwestern China. Conservation
Genetics 13: 1531–1541.
Ma SM, Zhang ML, Sanderson SC. 2012. Phylogeography
of the rare Gymnocarpos przewalskii (Caryophyllaceae):
indications of multiple glacial refugia in north-western
China. Australian Journal of Botany 60: 20–31.
Meister J, Hubaishan MA, Kilian N, Oberprieler C.
2005. Chloroplast DNA variation in the shrub Justicia
areysiana (Acanthaceae) endemic to the monsoon
affected coastal mountains of the Southern Arabian
Peninsula. Botanical Journal of the Linnean Society 148:
437–444.
Meng HH, Zhang ML. 2013. Diversification of plant species
in arid Northwest China: species-level phylogeographical
history of Lagochilus Bunge ex Bentham (Lamiaceae).
Molecular Phylogenetics and Evolution 68: 398–409.
Micheels A, Eronen J, Mosbrugger V. 2009. The Late
Miocene climate response to a modern Sahara desert. Global and Planetary Change 67: 193–204.
Miller MA, Pfeiffer W, Schwartz T. 2010. Creating the
CIPRES Science Gateway for inference of large phylogenetic trees. Gateway Computing Environments Workshop
2010 (GCE), , 1–8.
Nylander JAA. 2004. MrModeltest V. 2.2. Uppsala, Sweden:
Uppsala University, Department of Systematic Zoology.
Oxelman B, Ahlgren B, Thulin M. 2002. Circumscription
and phylogenetic relationships of Gymnocarpos (Caryophyllaceae-Paronychioideae). Edinburgh Journal of Botany 59:
221–237.
Pan AD, Jacobs BF, Dransfield J, Baker WJ. 2006. The
fossil history of palms (Arecaceae) in Africa and new
records from the Late Oligocene (28–27 Mya) of north-western Ethiopia. Botanical Journal of the Linnean Society
151: 69–81.
Petrusson L, Thulin M. 1996. Taxonomy and biogeography
of Gymnocarpos (Caryophyllaceae). Edinburgh Journal of
Botany 53: 1–26.
Quade J, Cerling TE, Bowman JR. 1989. Development of
Asian monsoon revealed by marked ecological shift during
the latest Miocene in northern Pakistan. Nature 342: 163–
166.
Rambaut A, Suchard MA, Xie D, Drummond AJ. 2014.
Tracer v1.6. Available at: http://beast.bio.ed.ac.uk/Tracer
Ree RH, Smith SA. 2008. Maximum likelihood inference of
geographic range evolution by dispersal, local extinction,
and cladogenesis. Systematic Biology 57: 4–14.
© 2016 The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522
Downloaded from https://academic.oup.com/biolinnean/article/119/2/511/2701016 by guest on 28 July 2021
2002. Fossil mammals resolve regional patterns of Eurasian
climate change over 20 million years. Evolutionary Ecology
Research 4: 1005–1016.
Frajman B, Eggens F, Oxelman B. 2009. Hybrid origins
and homoploid reticulate evolution within Heliosperma
(Sileneae, Caryophyllaceae) – a multigene phylogenetic
approach with relative dating. Systematic Biology 58: 328–
345.
Gao XY, Meng HH, Zhang ML. 2014. Diversification and
vicariance of desert plants: evidence inferred from chloroplast DNA sequence variation of Lagochilus ilicifolius
(Lamiaceae). Biochemical Systematics and Ecology 55: 93–
100.
Gaudeul M, V
ela E, Rouhan G. 2016. Eastward colonization of the Mediterranean Basin by two geographically
structured clades: the case of Odontites Ludw. (Orobanchaceae). Molecular Phylogenetics and Evolution 96: 140–
149.
Greenberg AK, Donoghue MJ. 2011. Molecular systematics and character evolution in Caryophyllaceae. Taxon 60:
1637–1652.
Haasl DM, Hansen TA. 1996. Timing of latest Eocene molluscan extinction patterns in Mississippi. Palaios 11: 487–
494.
Hewitt G. 2000. The genetic legacy of the Quaternary ice
ages. Nature 405: 907–913.
Hewitt G. 2004. Genetic consequences of climatic oscillations
in the Quaternary. Philosophical Transactions of the Royal
Society of London. Series B: Biological Sciences 359: 183–
195.
Huang ZS, Ji YJ, Zhang DX. 2008. Haplotype reconstruction for scnp DNA: a consensus vote approach with extensive sequence data from populations of the migratory locust
(Locusta migratoria). Molecular Ecology 17: 1930–1947.
Ivany LC, Patterson WP, Lohmann KC. 2000. Cooler winters as a possible cause of mass extinctions at the Eocene/
Oligocene boundary. Nature 407: 887–890.
Jia DR, Abbott RJ, Liu TL, Mao KS, Bartish IV, Liu JQ.
2012. Out of the Qinghai-Tibet Plateau: evidence for the
origin and dispersal of Eurasian temperate plants from a
phylogeographic study of Hippopha€
e rhamnoides (Elaeagnaceae). New Phytologist 194: 1123–1133.
Jordan GJ, Macphail MK. 2003. A middle-late Eocene
inflorescence of Caryophyllaceae from Tasmania, Australia.
American Journal of Botany 90: 761–768.
Kool A. 2012. Desert plants and deserted islands: systematics and ethnobotany in Caryophyllaceae. PhD Thesis, Uppsala University.
Li G, Jin M, Wen L, Zhao H, Madsen D, Liu XK, Wu D,
Chen FH. 2014. Quartz and K-feldspar optical dating
chronology of eolian sand and lacustrine sequence from the
southern Ulan Buh Desert, NW China: implications for
reconstructing late Pleistocene environmental evolution.
Palaeogeography, Palaeoclimatology, Palaeoecology 393:
111–121.
Linares JC. 2011. Biogeography and evolution of Abies
(Pinaceae) in the Mediterranean basin: the roles of
EVOLUTIONARY HISTORY OF GYMNOCARPOS
phylogenetics. PCR Protocols: A Guide to Methods and
Applications 18: 315–322.
Willis KJ, McElwain JC. 2002. The evolution of plants.
Oxford: Oxford University Press.
Wu F, Fang X, Ma Y, Herrmannd M, Mosbrugger V, An
Z, Miao Y. 2007. Plio-Quaternary stepwise drying of Asia:
evidence from a 3-Ma pollen record from the Chinese Loess
Plateau. Earth and Planetary Science Letters 257: 160–169.
Xie KQ, Zhang ML. 2013. The effect of Quaternary climatic
oscillations on Ribes meyeri (Saxifragaceae) in northwestern
China. Biochemical Systematics and Ecology 50: 39–47.
Xu D, Abe J, Sakai M, Kanazawa A, Shimamoto Y. 2000.
Sequence variation of non-coding regions of chloroplast
DNA of soybean and related wild species and its implications for the evolution of different chloroplast haplotypes.
Theoretical and Applied Genetics 101: 724–732.
Yang X, Scuderi L, Paillou P, Liu Z, Li H, Ren X. 2011.
Quaternary environmental changes in the drylands of
China – a critical review. Quaternary Science Reviews 30:
3219–3233.
Yu Y, Harris A, He X. 2010. S-DIVA (statistical dispersalvicariance analysis): a tool for inferring biogeographic
histories. Molecular Phylogenetics and Evolution 56:
848–850.
Yu XQ, Maki M, Drew BT, Paton AJ, Li HW, Zhao JL,
Conran JG, Li J. 2014. Phylogeny and historical biogeography of Isodon (Lamiaceae): rapid radiation in south-west
China and Miocene overland dispersal into Africa. Molecular Phylogenetics and Evolution 77: 183–194.
Yu Y, Harris AJ, Blair C, He X. 2015. RASP (reconstruct
ancestral state in phylogenies): a tool for historical biogeography. Molecular Phylogenetics and Evolution 87: 46–49.
Zhang HY, Men GF. 2002. Stratigraphic subdivision and climatic change of the Quaternary of the center Taklimakan
Desert. Xinjiang Geology 20: 257–261.
SUPPORTING INFORMATION
Additional Supporting Information may be found online in the supporting information tab for this article:
Figure S1. Distribution of Gymnocarpos species and outgroups used for ancestral area reconstruction, data
from our field investigations in China, published literature, Global Biodiversity Information Facility and herbaria (LE, B, MA, UPS). Eight distribution areas are defined: A, North America; B, Europe (mainly Spain); C,
North Africa; D, Horn of Africa; E, Northern Arabian Peninsula; F, Southern Arabian Peninsula; G, Iran plateau and Central Asia; H, Mongolia and Northwest China.
Figure S2. Phylogenetic tree based on rps16 and psbB–psbH sequences. Numbers above branches are posterior probability support values from Bayesian inference, and below branches are bootstrap support values from
maximum parsimony analysis.
Figure S3. Phylogenetic tree based on ITS sequences. Numbers above branches are posterior probability support values from Bayesian inference, and below branches are bootstrap support values from maximum parsimony analysis.
Figure S4. Divergence time estimates of Gymnocarpos based on the three plastid and nuclear fragments
inferred using Yule process. Blue bars represent 95% higher posterior densities (95% HPD) of divergence time.
Red lines represent the nodes of calibration.
© 2016 The Linnean Society of London, Biological Journal of the Linnean Society, 2016, 119, 511–522
Downloaded from https://academic.oup.com/biolinnean/article/119/2/511/2701016 by guest on 28 July 2021
Ronquist F, Huelsenbeck JP. 2003. MrBayes3: Bayesian
phylogenetic inference undermixed models. Bioinformatics
19: 1572–1574.
Ronquist F, Teslenko M, van der Mark P, Ayres DL,
Darling A, H€
ohna S, Larget B, Liu L, Suchard MA,
Huelsenbeck JP. 2012. MrBayes 3.2: efficient Bayesian
phylogenetic inference and model choice across a large
model space. Systematic Biology 61: 539–542.
Schefuß E, Schouten S, Jansen JHF, Damste JSS. 2003.
African vegetation controlled by tropical sea surface temperatures in the mid-Pleistocene period. Nature 422: 418–421.
Seiffert ER. 2007. Evolution and extinction of Afro-Arabian
primates near the Eocene-Oligocene boundary. Folia Primatologica 78: 314–327.
Shi CM, Ji YJ, Liu L, Wang L, Zhang DX. 2013. Impact of
climate changes from Middle Miocene onwards on evolutionary diversification in Eurasia: insights from the mesobuthid scorpions. Molecular Ecology 22: 1700–1716.
Su ZH, Zhang ML, Cohen JI. 2012. Phylogeographic and
demographic effects of Quaternary climate oscillations in Hexinia polydichotoma (Asteraceae) in Tarim Basin and adjacent
areas. Plant Systematics and Evolution 298: 1767–1776.
Sun JM. 2002. Source regions and formation of the loess sediments on the high mountain regions of northwestern
China. Quaternary Research 58: 341–351.
Swofford DL. 2002. PAUP*: phylogenetic analysis using
parsimony (*and other methods). Version 4.0b10. Sunderland, MA: Sinauer Associates.
Thompson JD, Higgins DG, Gibson TJ. 1994. CLUSTAL
W: improving the sensitivity of progressive multiple
sequence alignment through sequence weighting, positionspecific gap penalties and weight matrix choice. Nucleic
Acids Research 22: 4673–4680.
White TJ, Bruns T, Lee S, Taylor J. 1990. Amplification
and direct sequencing of fungal ribosomal RNA genes for
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Figure S5. Ancestral areas reconstruction of the Gymnocarpos using Statistical Dispersal-Vicariance Analysis
(S-DIVA) with maximum number of areas from 2 to 5. The four analyses produced similar results. A, North
America; B, Europe; C, North Africa; D, Horn of Africa; E, Northern Arabian Peninsula; F, Southern Arabian
Peninsula; G, Iran plateau and Central Asia; H, Mongolia and Northwest China.
Figure S6. Ancestral areas reconstruction of the Gymnocarpos using Bayesian Binary Method (BBM) with
maximum number of areas from 2 to 5. The four analyses produced similar results. A, North America; B, Europe; C, North Africa; D, Horn of Africa; E, Northern Arabian Peninsula; F, Southern Arabian Peninsula; G,
Iran plateau and Central Asia; H, Mongolia and Northwest China.
Figure S7. Ancestral areas reconstruction of the Gymnocarpos using the maximum likelihood-based DEC
model with maximum number of areas from 2 to 5. The four analyses produced different results. A, North
America; B, Europe (mainly Spain); C, North Africa; D, Horn of Africa; E, Northern Arabian Peninsula; F,
Southern Arabian Peninsula; G, Iran plateau and Central Asia; H, Mongolia and Northwest China.
Table S1. The geographical distribution of species of Gymnocarpos. For the endemic species, the distribution
ranges were defined based on species occurrence. For the widely distributed species, G. decandrus and G. sclerocephalus, distribution ranges were defined based on Global Biodiversity Information Facility (GBIF; http://
www.gbif.org/, accessed 19 January 2016).
Table S2. GenBank accession numbers of the sequences of outgroups included in this study.
Table S3. Distribution area set for RASP analysis.
Table S4. DNA sequence polymorphisms detected in the rps16 region of the Gymnocarpos.
Table S5. DNA sequence polymorphisms detected in the psbB–psbH region of the Gymnocarpos.
Table S6. DNA sequence polymorphisms detected in the ITS region of the Gymnocarpos.