Molecular biogeography of the Mediterranean Buthus species complex (Scorpiones: Buthidae) at its southern Palaearctic margin

Page created by Loretta Cobb
 
CONTINUE READING
Molecular biogeography of the Mediterranean Buthus species complex (Scorpiones: Buthidae) at its southern Palaearctic margin
Biological Journal of the Linnean Society, 2021, XX, 1–13. With 3 figures.

Molecular biogeography of the Mediterranean Buthus
species complex (Scorpiones: Buthidae) at its southern

                                                                                                                                Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
Palaearctic margin
ROBERT KLESSER1,2, MARTIN HUSEMANN2, THOMAS SCHMITT3,4, PEDRO SOUSA5,
ABDELHAMID MOUSSI6 and JAN CHRISTIAN HABEL7,*,
1
 Department of Invertebrates, Natural History Museum Leipzig, D-04105 Leipzig, Germany
2
 Department of Entomology, Centrum für Naturkunde, Universität Hamburg, D-20146 Hamburg,
Germany
3
 Senckenberg German Entomological Institute, D-15374 Müncheberg, Germany
4
 Zoology, Institute of Biology, Faculty Natural Sciences I, Martin Luther University Halle-Wittenberg,
D-06099 Halle (Saale), Germany
5
 CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto,
Campus Agrário de Vairão, 4485-661 Vairão, Portugal
6
 Laboratory Valorization and Conservation of Natural Resources, University of Biskra, Algeria
7
 Evolutionary Zoology, Department of Biosciences, University of Salzburg, A-5020 Salzburg, Austria

Received 28 October 2020; revised 21 January 2021; accepted for publication 23 January 2021

Neogene orogenesis and climatic cycles strongly influenced inter- and intraspecific differentiation and variability of taxa.
In this study, we focused on the southern margin of the western Palaearctic, known to be a geographically complex region.
We performed mitochondrial DNA analyses of Buthus scorpions from the Moroccan Atlas Mountains, from the Hoggar
Mountains in Algeria and from Tunisia, Iberia and Israel. Molecular species delimitation suggests the existence of ≥ 24
molecular operational taxonomic units. The data confirm complex differentiation patterns across the Atlas Mountains
of Morocco, but structures in Iberia, Algeria and Tunisia have considerably lower complexity. This identifies the Atlas
Mountain region as the most important differentiation centre of Buthus scorpions. Samples from the Hoggar Mountains
(southern Algeria) cluster with those from the southernmost parts of Morocco in the middle and upper parts of the Draa
Valley. This reinforces a recent connection of these regions. Samples from Israel are genetically similar to individuals
from eastern Algeria and Tunisia. This suggests a widespread group across major parts of North Africa. Divergence time
estimates indicate that differentiation in the genus began during the late Miocene, a period characterized by strong
tectonic activities in this region. Further differentiation could be linked to subsequent climatic changes that have occurred
since the end of the Miocene, with an increasing aridification of the Moroccan area. This also produced many microrefugia
in the mountains of the area during the Pleistocene climatic fluctuations.

ADDITIONAL KEYWORDS: Atlas Mountains – barcoding – genetic differentiation – Green Sahara –
Mediterranean Basin – micro-allopatry – Miocene.

                    INTRODUCTION                                    shifts, because these structures might act as dispersal
                                                                    barriers (Hewitt, 1996). In the Mediterranean region,
Over geological time scales, the formation of mountain
                                                                    the heterogeneous topography and past climatic shifts
ranges and climatic changes are well-known drivers of
                                                                    (especially during the Pleistocene) together induced
vicariance events (Rosen, 1978; Wiley, 1988; Zink et al.,
                                                                    a ‘species pump’ mechanism (Schoville et al., 2012),
2000). Mountains can become the prerequisite for
                                                                    leading to high biodiversity and many range-restricted
range fragmentation driven by climate-induced range
                                                                    and endemic taxa (Hewitt, 2011). Major parts of this
                                                                    region, such as the Atlas Mountains, represent highly
*Corresponding author: E-mail: janchristian.habel@sbg.ac.at         complex orographic structures, which evolved mainly

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13                            1
Molecular biogeography of the Mediterranean Buthus species complex (Scorpiones: Buthidae) at its southern Palaearctic margin
2   R. KLESSER ET AL.

during the Neogene (Beauchamp et al., 1999). Further            from preliminary pieces of work on arthropods of low
complexity is added by a diverse system of large and            vagility, such as Buthus scorpions (Gantenbein &
small peninsulas and islands in the entire region. This         Keightley, 2004; Habel et al., 2012; Husemann et al.,
geographical setting provides an interesting system in          2012; Pedroso et al., 2013) and Pimelia darkling
which to analyse small-scale inter- and intraspecific           beetles (Rangel López et al., 2018). Furthermore,
differentiation, stimulated further by the severe               considerably less is known about the relationships
climatic cycles during the Pleistocene (Schmitt, 2007).         of Atlas populations to populations in other parts of

                                                                                                                                 Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
   Within the Mediterranean Basin, the biogeography             North Africa, despite its vast extent and interesting
of North Africa is particularly complex (Husemann               history. For example, trans-Saharan biogeographical
et al., 2014). The region is classified as part of the          patterns are still little investigated; yet, considering
Atlanto-Mediterranean refugium (together with                   that the Sahara Desert went through several more
Iberia), in addition to the Mauritanian refugium south          humid periods in the recent past and thus was more
of the Atlas main ridge (de Lattin, 1948). It comprises         permeable for many organisms (see Watrin et al., 2009;
particularly high orographic diversity, promoting a             Rangel López et al., 2018), these patterns deserve more
high number of endemic plant and animal species                 attention.
(Cuttelod et al., 2008). Intraspecific fine-grained genetic        To strengthen our knowledge on the biogeography of
lineages evolved frequently across the high mountains           North Africa, we studied differentiation patterns of the
of North Africa, which, in many cases, represent the            scorpion genus Buthus to detect potential connections
centre of origin of such taxa (Gantenbein, 2004; Harris         across larger parts of North Africa, including regions
et al., 2004; Fonseca et al., 2008; Husemann et al.,            to the east and south of the Moroccan Atlas Mountains.
2014; Rangel López et al., 2018). These lineages often          We sampled Buthus specimens across North Africa
did not expand across larger parts of the western               (Morocco, Algeria and Tunisia) and Israel and
Palaearctic and thus today create hotspots of inter-            sequenced the mitochondrial COI gene for these. Based
and intraspecific diversity. However, North Africa              on these data, we tested the following hypotheses:
seems to be of great importance as a source for Iberian
                                                                (1) The Moroccan Atlas Mountains are the area of
biota, with the Messinian Salinity Crisis (MSC) at the
                                                                    origin and differentiation centre of the scorpion
Mio-Pliocene transition (Thiede, 1978; Giraudi, 2004,
                                                                    genus Buthus.
Roveri et al., 2014) representing an important window
                                                                (2) Morocco is the primary source for the colonization
for biotic exchange, but not the exclusive phase for
                                                                    of adjoining North African and European regions.
such interchange (Husemann et al., 2014). Despite
                                                                (3) More humid periods allowed the dispersal of
its high relevance for the evolution of species and
                                                                    Buthus scorpions across areas that are presently
its importance for European biogeographical history,
                                                                    hostile, such as the Sahara Desert.
North Africa has frequently been neglected in many
studies, which often focus exclusively on the three
large Mediterranean peninsulas, i.e. Iberia, Italy and
the Balkans (Husemann et al., 2014).
   Studies incorporating North Africa have shown little                      MATERIAL AND METHODS
support for the classical assumption of a separation
of North Africa along the Atlas main ridge, with                                         Sampling
one exception being the Mediterranean pond turtle,              Sampling was mostly performed by the authors at 82
Mauremys leprosa Schweigger, 1812, but without                  sites in the Atlas and Rif Mountains of Morocco, in the
further substructuring (Fritz et al., 2006). Instead,           Hoggar Mountains in Algeria, and in Tunisia (Fig. 1).
genetic discontinuities are frequently detected across          Most specimens were collected during daylight
the Atlas and in the border region between Morocco              under rocks. Overnight collections were facilitated
and Algeria (examples are given by Husemann et al.,             with black light, because all scorpions fluoresce in
2014). Further, more fine-grained structures have               ultraviolet light owing to a specific protein in their
been detected along the valleys of the Atlas Mountains          exoskeleton (Anglade et al., 1990). Specimens were
for arthropods (Habel et al., 2012; Husemann et al.,            stored immediately in absolute ethanol until DNA
2012; Pedroso et al., 2013; Rangel López et al., 2018)          extraction. Further details on sampling sites are
and reptiles (Perera & Harris, 2010). Although these            given in the Supporting Information (Table S1). The
studies provide some evidence for several refugia               taxonomy of Buthus scorpions is far from clarified
within the North African refugium (i.e. refugia                 (Sousa et al., 2017); the genus currently includes 59
within refugium, see Gómez & Lunt, 2007; Abellán &              species. However, the status of many species remains
Svenning, 2014), the patterns and underlying processes          doubtful, especially for the taxa of North Africa. We
are not yet well understood. The best data supporting           used molecular species delimitation to estimate the
the strong substructure within the region so far come           number of molecular operational taxonomic units

                               © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
Molecular biogeography of the Mediterranean Buthus species complex (Scorpiones: Buthidae) at its southern Palaearctic margin
BIOGEOGRAPHY OF BUTHUS SCORPIONS                             3

(mOTUs) and match them with described species,                    and 1 min elongation at 72 °C. Cycling was terminated
where possible. This might provide a baseline for                 by a final extension step at 72 °C for 10 min. The PCR
future taxonomic revisions.                                       conditions for high-salt and Chelex extracts were as
                                                                  follows: activation at 95 °C for 1 min, followed by 35
                                                                  cycles of 15 s denaturation at 95 °C, 15 s annealing at
                 Molecular analyses                               50 °C and 10 s elongation at 72 °C. Success of the PCR
DNA was isolated from one leg, or from muscle tissue              was checked by gel electrophoresis, and successful

                                                                                                                                       Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
from a caudal segment or the telson, using the Qiagen             products were purified with an enzyme mix consisting
DNeasy kit (Qiagen, Hilden, Germany), the high-salt               of exonuclease I and shrimp alkaline phosphatase
method (Paxton et al., 1996) or Chelex (Walsh et al.,             (ExoSap). Amplicons were sequenced by Macrogen
1991). A fragment of COI was amplified using standard             (Amsterdam, The Netherlands), GATC Biotech AG
polyerase chain reaction (PCR) procedures with the                (Konstanz, Germany) or the Genomics Service Unit of
primers LCO-1490 and HCO-2198 (Folmer et al.,                     the Ludwig Maximilian University of Munich (Munich,
1994). For Qiagen extracts, the PCR was performed                 Germany). All sequences are deposited at the NCBI
in 20 µL volumes consisting of 10 µL Mastermix                    GenBank (Supporting Information, Table S2).
(Thermozyme), 0.2 µL of each primer (1 µM), 4.6 µL
PCR-grade water and 5 µL DNA template. For high-
salt and Chelex extracts, the PCR was performed                                          Data analyses
with the following set-up: 5.8 µL PCR-grade water,                All chromatograms were checked, trimmed and
2 µL 5× buffer, 0.4 µL of each primer, 0.2 µL dNTPs,              proofread in GENEIOUS v.9 (Kearse et al., 2012).
0.1 µL MyTaq polymerase and 1 µL template. The                    M U S C L E ( E d g a r, 2 0 0 4 ) , a s i m p l e m e n t e d i n
PCR conditions for Qiagen extracts were as follows:               GENEIOUS, was used to align all sequences. The
activation step at 94 °C for 4 min, followed by 40 cycles         resulting alignments were trimmed to similar length.
of 30 s denaturation at 94 °C, 30 s annealing at 45 °C            Overall, we submitted 76 new sequences to GenBank

Figure 1. A, positions and names of mountain ranges. B, map showing the sampling locations of Buthus scorpion species
and the distribution of the 24 molecular operational taxonomic units (mOTUs) derived from Automatic Barcode Gap
Discovery (ABGD) analysis. Known type locations are displayed as circles with dots. The species names of the type numbers
and the metadata of mOTUs can be found in the Supporting Information (Tables S1 and S2). Several sampling locations
match or are close to type locations, making an assignment of mOTUs to species feasible, for the first time. Symbols with
different shapes were used to avoid loss of contrast between too many colours.

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
Molecular biogeography of the Mediterranean Buthus species complex (Scorpiones: Buthidae) at its southern Palaearctic margin
4   R. KLESSER ET AL.

                                                                                                                          Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021

Figure 1. Continued.

                        © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
BIOGEOGRAPHY OF BUTHUS SCORPIONS                                    5

(Supporting Information, Table S1). Twenty-seven                  et al., 2012). We ran the command line version with all
sequences from NCBI GenBank from different                        given site models (K80, JC69 and Simple Distance),
locations in Portugal, Spain and Algeria were added               because the GTR model is not implemented in this
to the alignment (Supporting Information, Table S2).              software. Furthermore, we ran all analyses for all gap
We also added some sequences from other genera                    widths between 0.5 and 1.5, with 50 steps. We then
of Buthidae as outgroups (Mesobuthus caucasicus,                  compared the results to find the most conservative
HM567334; Mesobuthus gibbosus, KF997876;                          solution (lowest number of inferred mOTUs). Default

                                                                                                                                                Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
Mesobuthus martensii, JF700145; and Odontobuthus                  priors were used [Pmin = 0.001, Pmax = 0.1, Nb bins
sp., KF701326). One hundred and twelve sequences                  (for distance distribution) = 20]. We also used the
were included from former publications by the authors,            Kimura (K80) model and a relative gap width of 1.1,
which are already published on GenBank (Habel et al.,             because this produced the lowest number of mOTUs
2012; Husemann et al., 2012). The final alignment                 and led to a good overlap of initial and recursive
included a total of 219 sequences. Nucleotide and                 partitions. As a second method for defining mOTUs, we
haplotype diversity were estimated with D na SP 6                 used GMYC (Pons et al., 2006), a species delimitation
(Rozas et al., 2017).                                             model based on the topology of time-calibrated
   We generated phylogenetic trees using Bayesian                 trees, which was run with Microsoft R mRAN v.3.4
inference, as implemented in BEAST v.2.6.2 (Bouckaert             (Microsoft, 2017) in RStudio v.1.0.143 (R Studio Team,
et al., 2014). The best substitution model, HKY+G+I,              2020) and the packages Ape (Paradis et al., 2004),
was determined using the R package PHANGORN                       Splits (Ezard et al., 2009), Paran (Dinno, 2008) and
(Schliep et al., 2017) in mRAN v.3.4 (Microsoft, 2017)            Mass (Venables & Ripley, 2002). We decided to use the
with RStudio v.1.0.143 (R Studio Team, 2020). The                 single-threshold solution, because the multi-threshold
best model was determined to be HKY+G+I. Input                    algorithm seemed to generate massive over-splitting.
files for BEAST were prepared with BEAU ti v.2                    Third, we used bGMYC, a Bayesian implementation
(Bouckaert et al., 2014). Analyses were also performed            of the GMYC model available as an R package (Reid
using the Yule speciation prior and a relaxed log-                & Carstens, 2012). We used 50 000 iterations and a
normal clock, with a rate of 2.3% substitutions per               burn-in of 40 000, with a thinning of 100. To create an
million years (Brower, 1994), which were published                adequate input file, we performed a re-thinning with
for the mitochondrial DNA (mtDNA) of arthropods.                  LogCombiner v.2.6 (Bouckaert et al., 2014) to create a
Additionally, we ran the analyses with the rates                  file including only 100 trees instead of 10 000. Fourth,
proposed by Russo et al. (1995) [which is equal to the            we used the Poisson tree processes (PTP) algorithm
rate of Gantenbein et al. (2005) for Mesobuthus] and              (Zhang et al., 2013) and its Bayesian implementation,
Papadopoulou et al. (2010). We compared the results               bPTP (Zhang et al., 2013). These algorithms are based
of the analyses with different rate parameters using              on tree topologies and the number of substitutions. We
the summary statistics in TRACER v.1.7 (Rambaut                   used PTP and bPTP as standalone versions and ran
et al., 2018). We finally chose the rate from the                 the published python packages under Linux Ubuntu
work of Brower (1994) because this yielded the best               16. In PTP, we processed the best single tree derived
likelihood parameters for final analyses. We performed            from BEAST analysis. For bPTP, we processed our
two independent runs in BEAST with the final set of               re-thinned multiple tree file from BEAST, again with
parameters. The analyses were run for 100 million                 a Markov chain Monte Carlo of 50 000 generations, a
generations, sampling every 10 000 iterations. We                 thinning of 500 and a burn-in of 10%. Convergence of
performed at least three runs for each clock model.               bPTP analysis was checked using the trace file output.
Resulting log-files were checked with TRACER to                   For all species delimitation methods, we removed all
confirm sufficient Effective sample size (ESS > 200)              outgroups. We used the most conservative solution
and convergence of the analyses. In a final step, the             (lowest number of mOTUs) as our final estimate of
maximum clade credibility (MCC) tree was annotated                mOTU diversity and plotted resulting mOTUs on a
with T ree A nnotator v.2 (Bouckaert et al., 2014)                map with QGIS v.3.10.2 (QGIS.org, 2021) to visualize
after excluding a burn-in of 10%. The final tree was              the geographical distribution.
visualized in FigTree v.1.4.4 (http://tree.bio.ed.ac.uk/             We a l s o p e r f o r m e d D i s p e r s a l - E x t i r p a t i o n -
software/figtree/).                                               Cladogenesis (DEC) (Ree et al., 2005) analyses with
   Owing to the unclear taxonomy and distribution                 RASP v.4.2 (Yu et al., 2015) to understand the origin
of many Buthus species (Sousa et al., 2017), we used              of the genus. We again used the consenstree derived
statistical species delimitation to define mOTUs. For             with the Brower rate as input together with a Geo-
this, we used four different methods. First, we used the          File, wherein we defined nine areas: A, Tell Atlas;
Automatic Barcode Gap Discovery (ABGD) method to                  B, Aures Mountains; C, Anti-Atlas; D, High Atlas;
search for so-called barcode gaps in the distribution of          E, Rif; F, Middle Atlas; G, Hoggar; H, Iberia; and
pairwise differences in a barcoding dataset (Puillandre           I, Israel.

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
6   R. KLESSER ET AL.

   Furthermore, we generated a GenGIS (Parks et al.,             Species delimitation analyses revealed very different
2013) plot to link phylogenetic and geographical data.        numbers, ranging from > 120 mOTUs derived from
We used the tree from our BEAST analysis with the             bPTP down to 43 from GMYC, 31 from bGMYC and
clock rate of Brower (1994) and the GPS data of all           24 from ABGD (Fig. 3). Given that these 24 mOTUs
samples to plot both on a map. The outgroups and the          were split further in other analyses, we used this as
subtree of our two Israelian samples were collapsed.          the most conservative estimate for subsequent analyses
For the two samples from Israel, no precise coordinates       and discussion. The mOTUs were well supported in

                                                                                                                               Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
were available, although we know that they were               the phylogeny, with most posterior probabilities being
collected within a radius of 50 km around Tel Aviv.           > 0.95 (Fig. 2). Most mOTUs were found exclusively
Thus, we assumed coordinates nearby Tel Aviv but              in Morocco (N = 12, Sc_2–Sc_9, Sc_14, Sc_17, Sc_23
did not include these samples in our geographical             and Sc_24); two groups were distributed in Morocco
analyses.                                                     and Algeria (mOTUs Sc_15 and Sc_18, Supporting
   Finally, we created a GIS map displaying the               Information, Table S1), one of which ranged from the
distribution of our mOTUs and the known type                  Atlas to the Hoggar Mountains (Sc_15, Fig. 1; Fig. 3).
locations of the North African Buthus species, derived        The mOTU from Israel (Sc_16) was recovered as a
from the original descriptions when available (see            sister group to a clade in Tunisia and Algeria, including
Sousa et al., 2017 for details; Lourenço, 2017; Kovařík       exclusive mOTUs from Tunisia (Sc_11) and Algeria
et al., 2020).                                                (Sc_10). Furthermore, we recovered three Iberian
                                                              groups and one clade shared between Algeria and Iberia
                                                              (more specifically, one Algerian sequence clustered
                                                              within an otherwise pure Iberian group). The Iberian
                      RESULTS                                 lineages were recovered as diversifying out of a larger
We generated an alignment of 215 sequences of                 group of samples from the Rif Mountains in Morocco.
Buthus specimens from 82 locations (Fig. 1 and 2) and            We also generated a G en GIS plot to test our
four outgroups with a trimmed length of 443 bp. The           biogeographical hypotheses (Fig. 2) and to visualize
number of invariable (monomorphic) sites was 208, of          the relationships between locations. The plot showed
polymorphic (segregating) sites 169, and of polymorphic       a high density of mOTUs in the Atlas Mountains and
(segregating) sites with more than two variants 69.           a concentration of mOTUs splitting from the others
The alignment contained 152 haplotypes, leading to a          rather early in this region. Furthermore, most mOTUs
haplotype diversity of 0.996 and a nucleotide diversity       in mountain ranges were strictly limited to small areas,
(per site) of 0.09118.                                        whereas mOTUs distributed in low-elevation areas (e.g.

Figure 2. Graphical visualization of genetic lineages in a BEAST tree (COI, Brower rate) of Buthus scorpion species in
geographical space generated with GenGIS.

                             © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
BIOGEOGRAPHY OF BUTHUS SCORPIONS                    7

                                                                                                                              Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021

Figure 3. Dated phylogenetic tree of Buthus scorpion species based on the rate determined by Brower (1994). Black bars
indicate molecular operational taxonomic units (mOTUs) derived from five different models. Green dots indicate posterior
probabilities > 0.90. Species names are given for clearly identified mOTUs. Values next to notes show dates (in millions of
years ago). Below bars, the numbers of mOTUs for each model are given.

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
8   R. KLESSER ET AL.

Portugal or Algeria) had wider distributions. An exception     Morocco as a highly important differentiation centre
was the genetic link between Hoggar and the High and           and add new information for other parts of North
Anti-Atlas Mountains (separated by > 1500 km). We              Africa. In contrast to the high differentiation within the
could also see a close connection between North Africa         genus Buthus across the Atlas Mountains in Morocco,
(in particular, the Rif Mountains) and Iberia.                 the other parts of North Africa, but also Iberia, show
   We performed molecular clock analyses with                  comparably little divergence. The oldest splits between
different rates. Finally, we used the Brower model,            lineages are dated at ~8 Mya, i.e. to the upper Miocene

                                                                                                                                Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
because all models did not show statistically different        (based on the Brower rate). According to the faster
likelihood results (Brower rate, 5758.065; Gantenbein          rate from Papadopoulou et al. (2010) and the slower
rate, 5758.218; Papadopoulou rate, 5758.267; all               Rate from Gantenbein et al. (2005), this split ranges,
ESS values > 200), and the Brower model led to                 in different clock models, from 5 to 12 Mya. Our data
an age for the split between the Iberian and North             underline that high-elevation mountains with high
Moroccan lineages in line with previous studies and            ridges and peaks, in addition to steep valleys, are
geological events (i.e. Messinian Salinity Crisis). In         driving differentiation in this group. This indicates
the ages of focused splits, we found large differences         the high evolutionary importance of the orographic
depending on the value of the rate; the higher the             heterogeneity of the Moroccan Atlas Mountains and
rate, the younger the date of the splits. The oldest           suggests an additional strong influence of climatic
splits with the Brower rate were dated at 8 Mya,               events for lineage divergence. Our results also show
whereas the Gantenbein and Papadopoulou models                 the strong connectivity across lowland areas, despite
dated those splits at 12 and 5 Mya, respectively. The          the currently harsh desert climate in North Africa.
first split between Iberia and Northern Africa was
dated at ~5.5 (Brower), 9.4 (Gantenbein) and 3.7 Mya
(Papadopoulou). The second split between both                    Differentiation centre of Buthus scorpions
regions was dated at ~3.8 (Brower), 6.3 (Gantenbein)                           across Morocco
and 2.5 Mya (Papadopoulou). Overall, the Gantenbein            The topology of our COI phylogeny and DEC analyses
rate dated most of the nodes 65–80% older and the              suggest that the Moroccan Atlas Mountains (specifically,
Papadopoulou rate dated them 30–40% younger.                   the High Atlas and the Anti-Atlas) represent the
   The DEC analyses suggested that the ancestral area          origin and the major differentiation centre for Buthus
of the group was in the Anti-Atlas and the High Atlas          scorpions. This is supported by the following findings:
(Supporting Information, Fig. S1), but also suggested          (1) some lineages emerging from the oldest splits are
that the Aures Mountains had an important role in              endemic to the Moroccan Atlas Mountains; (2) Buthus
the evolution of the group, including populations from         scorpions sampled there have high genetic diversity; and
Iberia and the Rif. Furthermore, the analyses suggested        (3) the other North African lineages are directly derived
the highest numbers of dispersal events out of the Anti-       and nested within lineages from the Moroccan Atlas.
Atlas and the largest number of speciation evens within          Molecular clock estimates (independent of the
the Anti-Atlas (112 of 205 total events). DEC suggested        rate used) suggest that genetic differentiation
20 dispersal and 14 vicariance events overall.                 across the Moroccan high mountain systems started
   Our GIS plot including the known type locations of          during the upper Miocene, a period characterized
North African Buthus species showed that two of our            by strong uplift of the Atlas Mountains (Beauchamp
sampling locations matched type locations or were in           et al., 1999). The fact that the current topology of
their close proximity (< 5 km): hence, mOTU18 and              the Moroccan Atlas Mountains is reflected in the
mOTU09 might represent Buthus boumalenii Touloun               genetic structures of Buthus suggests that the entire
& Boumezzough, 2011 and Buthus lienhardi Lourenço,             process of formation of these mountains in the upper
2003, respectively. We also sampled in close proximity to      Neogene was an important driver of the radiation of
the type localities of Buthus aures Lourenço & Sadine,         the taxon and further differentiation in the region,
2016, Buthus draa Lourenço & Slimani, 2004 and Buthus          later complemented by range shifts triggered by the
elmoutaouakili Lourenço & Qi, 2006. Several other type         Pleistocene climatic oscillations. Previous studies
locations were far outside of our sampling range or at the     on the Buthus species complex in the same region
border of two different lineages (e.g. Buthus confluens        show similar patterns and differentiation processes
Lourenço, Touloun & Boumezzough, 2012; Fig. 1).                starting during the upper Miocene (Gantenbein &
                                                               Largiadièr, 2003; Habel et al., 2012; Husemann et al.,
                                                               2014). Studies on reptiles, such as the agamid lizard
                                                               Agama impalearis Boettger, 1874, also suggest an
                    DISCUSSION
                                                               onset of diversification at 8.5–9.4 Mya, coinciding with
Our phylogeographical data on Buthus scorpions                 the start of the main period of orogenic uplift of the
provide further evidence for the Atlas Mountains in            Atlas Mountains (Brown et al., 2002). Thus, Mio- and

                              © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
BIOGEOGRAPHY OF BUTHUS SCORPIONS                     9

Pliocene vicariance mediated by orographic activities             back-colonization to the western Rif Mountains of
resulting in the extant high elevations of the Atlas              northern Morocco.
Mountains provides a more general explanation of                    Although the geographical distances among the
intra- and interspecific biogeographical patterns in              sampling locations in Israel, Algeria and Tunisia
this region, as also confirmed by our results.                    are large, they exhibit only a low level of genetic
                                                                  differentiation. The close relationships of these
                                                                  specimens and diversification out of a major Moroccan

                                                                                                                               Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
            Out of the Atlas Mountains                            complex of lineages support the idea of a distribution
The observed diversity patterns suggest that for                  route from the Atlas and Anti-Atlas regions in the
Buthus scorpions, the Atlas Mountains represent the               eastern direction, in parallel to the southern shore of
primary source for the colonization of other parts of             the Mediterranean Sea, beginning in the Pliocene.
North Africa, Mediterranean regions across south-
western Europe, and the Middle East. The populations
sampled beyond the Atlas Mountains are, for the most                  Across the Saharan Desert and southern
part, genetically nested within mOTUs otherwise                                            exclaves
found in the Atlas. This suggests that the Moroccan               The presence of the same genetic lineage in the upper
Atlas Mountains represent the centre of origin, from              Draa valley (located south of the High Atlas, between
which different waves of colonization have taken place            the eastern Anti-Atlas Mountains and the Jebel Sarhro)
(and not the Atlantic area of Morocco, as suggested               and in the Hoggar Mountains (in the centre of the
by Sousa et al., 2012), mainly during the Pliocene,               Sahara Desert), both today separated by > 1500 km of
but also during the Pleistocene. An initial northward             (often extreme) desert (e.g. McColl et al., 2005), is most
expansion to Iberia might have occurred during the                likely to be the result of dispersal during some periods
Messinian Salinity Crisis (5.96–5.33 Mya), when the               of the Pleistocene, or even Holocene, when the climate
Mediterranean Sea desiccated (Giraudi, 2004) and                  was less arid in this region. During such periods, major
thus established a land bridge for species exchange               parts of the western Sahara Desert were transformed
between North Africa and Europe (Carranza et al.,                 into semi-deserts or even savannah ecosystems, i.e. the
2006). However, the phylogeographical structure                   period of the ‘Green Sahara’ (De Noblet-Ducoudré &
within Iberian Buthus scorpions cannot be explained               Prentice, 2000; Prentice et al., 2000; Kuper & Kröpelin,
exclusively by this dispersal event alone. It is more             2006). The ecological changes resulting from the more
likely that Iberia was either colonized repeatedly from           humid climate (maybe further supported by palaeo-
Morocco, as also suggested by Habel et al. (2012), or,            rivers draining from the High Atlas Mountains to
alternatively, that at least one backward colonization            what is currently the Algerian central Sahara) are
from Iberia to North Africa has taken place, resulting            assumed to have facilitated migrations of Buthus
in the Moroccan Rif Mountain clade splitting from the             scorpions from the upper Draa river valley to the
Iberian clade containing the southern and eastern                 Hoggar Mountains. When performing these dispersal
samples of the peninsula (Fig. 3); this was also                  events, these animals must have crossed regions that
suggested by Sousa et al. (2012).                                 are extremely arid today and that, as they are today,
   Our data also suggest that eastward expansion                  are very hostile for these scorpions. The lack of a major
occurred multiple times, with starting points in                  genetic split in these scorpions between one of their
different subcentres of dispersal. Thus, one expansion            south-easternmost population groups in Morocco
originated from south of the High Atlas in southern               and the Hoggar Mountains (where the taxon is able
Morocco, with the split being dated at a similar                  to survive today owing to a higher level of humidity
time to the first expansion to Iberia. However, the               within these mountains) also corroborates the former
hereon evolving major lineage found in Algeria                    high permeability of the western Sahara Desert (i.e.
subdifferentiated only in the Pleistocene, and thus               during the period of the Green Sahara) for a variety of
considerably later than the one in Iberia, possibly               other taxa showing similar phylogeographical patterns
underlining the high importance of the Pleistocene                (Carranza et al., 2004; Rangel López et al., 2018).
climatic oscillations (see Ruddiman et al., 1986; Hewitt
2004) for the differentiation of Buthus in Algeria.
Additionally, it is most likely that two expansions                             Taxonomic consequences
to northern Algeria originated in the Rif region of               By sequencing specimens from type locations (or
northern Morocco. These expansions should have a                  very close to these), we could match sequence data
Pleistocene age; hence, they might also be a result of            with species names, assuming that Buthus species
the Pleistocene climatic fluctuations. Alternatively,             normally do not co-occur at the same locality and that
these Algerian populations might be the result of one             their ranges do not overlap or overlap only slightly
older expansion, in the Pliocene, with Pleistocene                (Habel et al., 2012). As such, it is likely that mOTU18

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
10   R. KLESSER ET AL.

represents B. boumalenii Touloun & Boumezzough,               in all, these results call for a critical assessment and
2011 (hence greatly expanding the known distribution          revision of the genus Buthus in the future.
for this species) and that mOTU09 coincides with
B. lienhardi.
   The mOTU15 contains specimens separated
                                                                             ACKNOWLEDGEMENTS
by > 1500 km (see above) that were assigned
morphologically to B. draa (samples from southern             We thank Thorsten Assmann, Marc Meyer, Frank

                                                                                                                               Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
Morocco) and Buthus tassili Lourenço, 2002 (samples           E. Zachos and Arie van der Meijden for help in the
from southern Algeria). The type locality of B. draa          field and for providing samples. We thank Robert
is geographically close to two of our sample sites,           Paxton for access to the molecular laboratory at the
and several more of our sample sites fit well with            Martin-Luther-University Halle-Wittenberg. This
the known distribution of the species (Lourenço &             research was funded by the Fonds National de la
Slimani, 2004). Our samples of B. tassili coincide            Recherche Luxembourg (FNR). P.S. was funded by
with the distribution of the species in the Hoggar            project PORBIOTA, Portuguese E-Infrastructure for
Mountains as deduced from the studies by Vachon               Information and Research on Biodiversity (POCI-
(1952) and Gysin (1969), although the species is also         01-0145-FEDER-022127), supported by Operational
found further east, in the Tassili n’Ajjer Mountains.         Thematic Program for Competitiveness and
Both taxa share the diagnostic feature of a darkened          Internationalization (POCI), under the PORTUGAL
fifth metasomal segment, a feature not very common            2020 Partnership Agreement, through the European
in Buthus scorpions, but also shared with another             Regional Development Fund (FEDER). We thank
species distributed in the western Sahara region, i.e. in     two anonymous referees for sharing their helpful
geographical proximity to these two taxa. Our finding         comments on previous versions of the paper.
of a common genetic lineage for these morphologically
similar taxa allows us to argue about a possible
conspecificity with B. draa, potentially representing a
junior synonym of B. tassili. However, a final decision                            REFERENCES
on this taxonomic problem cannot be made based on             Abellán P, Svenning J-C. 2014. Refugia within refugia –
our data presented here, and further investigations,           patterns in endemism and genetic divergence are linked to
including an assessment of the original type material,         Late Quaternary climate stability in the Iberian Peninsula.
will be necessary to reach a firm conclusion.                  Biological Journal of the Linnean Society 113: 13–28.
   A different case is that of mOTU07, which contains         Anglade F, Ricordel I, Goyffon M. 1990. Données
a sample collected close to the type locality of               spectroscopiques sur la fluorescence de la cuticule de
B. elmoutaouakili. In this part of Morocco, at least four      scorpion. Bulletin de la Société Européenne Arachnologique
species of Buthus are known to occur; an assignment            1: 5–9.
of genetic data to species is complicated further by the      Beauchamp W, Allmendinger RW, Barazangi M,
occurrence of several additional mOTUs existing in the         Demnati A, El Alji M, Dahmani M. 1999. Inversion
area. Hence, we are not able to assign this mOTU to            tectonics and the evolution of the High Atlas Mountains,
any specific species with certainty. Likewise, mOTU23          Morocco, based on a geological-geophysical transect.
and mOTU24 are very close to the type locality of              Tectonics 18: 163–184.
B. confluens, but lack of samples from the proper             Bouckaert R, Heled J, Kühnert D, Vaughan T, Wu C-H,
                                                               Xie D, Drummond AJ. 2014. BEAST 2: a software platform
type locality prevents us from ascribing one of these
                                                               for Bayesian evolutionary analysis. PLoS Computational
two mOTUs to this species with precision. These two
                                                               Biology 10: e1003537.
mOTUs occupy disjoint areas of the Rif Mountains,
                                                              Brower AVZ. 1994. Rapid morphological radiation and
the first with a more northern range expanding to
                                                               convergence among races of the butterfly Heliconius erato
the littoral, and the second with a more southern
                                                               inferred from patterns of mitochondrial DNA evolution.
distribution expanding southwards, inland.                     Evolution 91: 6491–6495.
   Other species of Buthus have also been described           Brown RP, Suárez NM, Pestano J. 2002. The Atlas
in recent years from both Algeria and Tunisia. Hence,          mountains as a biogeographical divide in North–West Africa:
our study is a relevant step towards unification of            evidence from mtDNA evolution in the Agamid lizard Agama
molecular data with taxonomic assignments in the               impalearis. Molecular Phylogenetics and Evolution 24:
genus Buthus, and it will advance the assessment               324–332.
of the taxonomy within the genus in the future. Our           Carranza S, Arnold EN, Pleguezuelos JM. 2006. Phylogeny,
results also indicate that it is likely that many more         biogeography, and evolution of two Mediterranean snakes,
undescribed species exist in the Atlas Mountains. All          Malpolon monspessulanus and Hemorrhois hippocrepis

                             © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
BIOGEOGRAPHY OF BUTHUS SCORPIONS                             11

  (Squamata, Colubridae), using mtDNA sequences. Molecular                                       occitanus as model organism. Molecular Phylogenetics and
  Phylogenetics and Evolution 40: 532–546.                                                       Evolution 28: 119–130.
Carranza S, Arnold EN, Wade E, Fahd S. 2004.                                                   Giraudi C. 2004. The Apennine glaciations in Italy. In:
  Phylogeography of the false smooth snakes, Macroprotodon                                       Ehlers J, Gibbard PL eds. Quarternary glaciations – extent
  (Serpentes, Colubridae): mitochondrial DNA sequences show                                      and chronology, part I: Europe. Developments in quaternary
  European populations arrived recently from Northwest                                           science, Vol. 2a. Amsterdam: Elsevier Science, 215–224.
  Africa. Molecular Phylogenetics and Evolution 33: 523–532.                                   Gómez A, Lunt DH. 2007. Refugia within refugia: patterns

                                                                                                                                                                     Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
Cuttelod A, Garcia N, Abdul Malak D, Temple H,                                                   of phylogeographic concordance in the Iberian Peninsula.
  Katariya V. 2008. The Mediterranean: a biodiversity hotspot                                    In: Weiss S, Ferrand N, eds. Phylogeography of southern
  under threat. In: Vie J-C, Hilton-Taylor C, Stuart SN, eds.                                    European refugia. Heidelberg: Springer, 15–188.
  The 2008 review of the IUCN red list of threatened species.                                  Gysin J. 1969. Une nouvelle variété de scorpion au Hoggar
  Gland: IUCN, 1–14.                                                                             Buthus occitanus (Am.) ssp tunetanus (Herbst) var neeli var.
De Lattin G. 1948. Beiträge zur Zoogeographie des                                                nov. Archives de l’Institut Pasteur d’Algérie 47: 65–72.
  Mittelmeergebietes. Verhandlungen der Deutschen                                              Habel JC, Husemann M, Schmitt T, Zachos FE,
  Zoologischen Gesellschaft Kiel, 143–151.                                                       Honnen A-C, Petersen B, Parmakelis A, Stathi I. 2012.
De Noblet-Ducoudré N, Prentice CM. 2000. Mid-Holocene                                            Microallopatry caused strong diversification in Buthus
  greening of the Sahara: first results of the GAIM 6000 year                                    scorpions (Scorpiones: Buthidae) in the Atlas Mountains
  BP experiment with two asynchronously coupled atmosphere/                                      (NW Africa). PLoS One 7: e29403.
  biome models. Climatic Dynamics 16: 643–659.                                                 Harris J, Batista V, Lymberakis PL, Carretero MA.
Dinno A. 2008. paran: Horn’s test of principal components/                                       2004. Complex estimates of evolutionary relationships in
  f a c t o r s. Av a i l a b l e a t : h t t p s : / / C R A N. R - p r o j e c t . o r g /     Tarentola mauritanica (Reptilia: Gekkonidae) derived from
  package=paran                                                                                  mitochondrial DNA sequences. Molecular Phylogenetics and
Edgar RC. 2004. MUSCLE: multiple sequence alignment with                                         Evolution 30: 855–859.
  high accuracy and high throughput. Nucleic Acids Research                                    Hewitt GM. 1996. Some genetic consequences of ice ages and
  32: 1792–1797.                                                                                 their role in divergence and speciation. Biological Journal of
Ezard T, Fujisawa T, Barraclough TG. 2009. SPLITS:                                               the Linnean Society 58: 247–276.
  SPecies’ LImits by Threshold Statistics. R package version                                   Hewitt GM. 2004. Genetic consequences of climatic oscillation
  1.0-18/r45, 2009. Available at: http://R-Forge.R-project.org/                                  in the Quaternary. Philosophical Transactions of the Royal
  projects/splits/                                                                               Society B: Biological Sciences 359: 183–195.
Folmer O, Black M, Hoeh W, Lutz R, Vrijenhoek R. 1994.                                         Hewitt GM. 2011. Mediterranean Peninsulas: the evolution
  DNA primers for amplification of mitochondrial cytochrome                                      of hotspots. In: Zachos F, Habel J, eds. Biodiversity hotspots.
  c oxidase subunit I from diverse metazoan invertebrates.                                       Berlin, Heidelberg: Springer, 123–147.
  Molecular Marine Biology and Biotechnology 3: 294–299.                                       Husemann M, Schmitt T, Stathi I, Habel JC. 2012. Evolution
Fonseca M, Brito JC, Rebelo H, Kalboussi M, Larbes S,                                            and radiation in the scorpion Buthus elmoutaouakili
  Carretero MA, Harris DJ. 2008. Genetic variation                                               Lourenço and Qi 2006 (Scorpiones: Buthidae) at the foothills
  among spiny-footed lizards in the Acanthodactylus                                              of the Atlas Mountains (North Africa). Journal of Heredity
  pardalis group from North Africa. Journal of African                                           103: 221–229.
  Zoology 43: 8–15.                                                                            Husemann M, Schmitt T, Zachos FE, Ulrich WU, Habel JC.
Fritz U, Barata M, Busack SD, Fritsch G, Castilho R.                                             2014. Palaearctic biogeography revisited: evidence for the
  2006. Impact of mountain chains, sea straits and peripheral                                    existence of a North African refugium for western Palaearctic
  populations on genetic and taxonomic structure of a                                            biota. Journal of Biogeography 41: 81–94.
  freshwater turtle, Mauremys leprosa (Reptilia, Testudines,                                   Kearse M, Moir R, Wilson A, Stones-Havas S, Cheung M,
  Geoemydidae). Zoologica Scripta 35: 97–108.                                                    Sturrock S, Buxton S, Cooper A, Markowitz S, Duran C,
Gantenbein B. 2004. The genetic population structure of                                          Thierer T, Ashton B, Mentjies P, Drummond A. 2012.
  Buthus occitanus (Scorpiones: Buthidae) across the Strait                                      Geneious Basic: an integrated and extendable desktop
  of Gibraltar: calibrating a molecular clock using nuclear                                      software platform for the organization and analysis of
  allozyme variation. Biological Journal of the Linnean Society                                  sequence data. Bioinformatics 28: 1647–1649.
  81: 519–534.                                                                                 Kovařík F, Šťáhlavský F, Elmi HSA. 2020. Scorpions of the Horn
Gantenbein B, Fet V, Gantenbein-Ritter IA, Balloux F.                                            of Africa (Arachnida: Scorpiones). Part XXIII. Buthus (Buthidae),
  2005. Evidence for recombination in scorpion mitochondrial                                     with description of two new species. Euscorpius 307: 1–32.
  DNA (Scorpiones: Buthidae). Proceedings of the Royal Society                                 Kuper R, Kröpelin S. 2006. Climate-controlled Holocene
  B: Biological Sciences 272: 697–704.                                                           occupation in the Sahara: motor of Africa’s evolution. Science
Gantenbein B, Keightley PD. 2004. Rates of molecular                                             313: 803–807.
  evolution in nuclear genes of east Mediterranean scorpions.                                  Lourenço WR. 2017. Encore une nouvelle espèce de Buthus
  Evolution 58: 2486–2497.                                                                       Leach, 1815 (Scorpiones: Buthidae) pour le nord-est du
Gantenbein B, Largiadièr CR. 2003. The phylogeographic                                           Maroc. Revista Ibérica de Aracnologia 31: 59–63.
  importance of the Strait of Gibraltar as a gene flow barrier in                              Lourenço WR, Chichi S, Sadine SE. 2018. A new species
  terrestrial arthropods: a case study with the scorpion Buthus                                  of Buthus Leach, 1815 from the region of Bou Sâada-M’sila,

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
12    R. KLESSER ET AL.

  Algeria; a possible case of vicariance for the genus               beetles (Coleoptera, Tenebrionidae). Biological Journal of the
  (Scorpiones: Buthidae). Revista Ibérica de Arachnologia.           Linnean Society 124: 547–556.
  32: 15–20.                                                       Reid NM, Carstens BC. 2012. Phylogenetic estimation error
Lourenço WR, Slimani T. 2004. Description of a new scorpion          can decrease the accuracy of species delimitation: A Bayesian
  species of the genus Buthus Leach, 1815 (Scorpiones,               implementation of the General Mixed Yule Coalescent model.
  Buthidae) from Morocco. Entomologische Mitteilungen aus            BMC Evolutionary Biology 12: 1–11.
  dem Zoologischen Museum Hamburg 14: 165–170.                     Ree RH, Moore BR, Webb CO, Donoghue MJ. 2005.

                                                                                                                                      Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
McColl RW, Dawson RW, Hanek K, Rogers L, Liss G. 2005.               A likelihood framework for inferring the evolution of
  Encyclopedia of world geography. Golson Books.                     geographic range on phylogenetic trees. Evolution 59:
Microsoft. 2017. Microsoft R Open. Retrieved from https://           2299–2311.
  mran.microsoft.com/                                              Rosen DE. 1978. Vicariant patterns and historical explanation
Papadopoulou A, Anastasiou I, Vogler AP. 2010. Revisiting            in biogeography. Systematic Biology 27: 159–188.
  the insect mitochondrial molecular clock: the Mid-Aegean         Roveri M, Flecker R, Krijgsman W, Lofi J, Luglif S,
  trench calibration. Molecular Biology and Evolution 27:            Manzi V, Sierro FJ, Bertini A, Camerlenghi A,
  1659–1672.                                                         De Lange G, Govers R, Hilgen FJ, Hübscher C,
Paradis E, Claude J, Strimmer K. 2004. APE: Analyses of              Meijer PT, Stoica M. 2014. The Messinian Salinity Crisis:
  Phylogenetics and Evolution in R language. Bioinformatics          past and future of a great challenge for marine sciences.
  20: 289–290.                                                       Marine Geology 352: 25–58.
Parks DH, Mankowski T, Zangooei S, Porter MS,                      Rozas J, Ferrer-Mata A, Sánchez-DelBarrio JC, Guirao-
  Armanini DG, Baird DJ, Beiko RG. 2013. GenGIS 2:                   Rico S, Librado P, Ramos-Onsins SE, Sánchez-
  geospatial analysis of traditional and genetic biodiversity,       Gracia A. 2017. DnaSP 6: DNA sequence polymorphism
  with new gradient algorithms and an extensible plugin              analysis of large data sets. Molecular Biology and Evolution
  framework. PLoS ONE 8: e69885.                                     34: 3299–3302.
Paxton RJ, Thorén PA, Tengö J, Estoup A, Pamilo P. 1996.           Ruddiman WF, Raymo M, McIntyre A. 1986. Matuyama
  Mating structure and nestmate relatedness in a communal            41,000-year cycles: North Atlantic Ocean and northern
  bee, Andrena jacobi (Hymenoptera, Andrenidae), using               hemisphere ice sheets. Earth and Planetary Science Letters
  microsatellites. Molecular Ecology 5: 511–519.                     80: 117–129.
Pedroso D, Sousa P, Harris DJ, Van der Meijden A.                  Russo CAM, Takezaki N, Nei M. 1995. Molecular phylogeny
  2013. Phylogeography of Buthus Leach, 1815 (Scorpiones:            and divergence times of drosophilid species. Molecular
  Buthidae): a multigene molecular approach reveals a further        Biology and Evolution 12: 391–404.
  complex evolutionary history in the Maghreb. African             Schliep K, Potts AJ, Morrison DA, Grimm GW. 2017.
  Invertebrates 48: 298–308.                                         Intertwining phylogenetic trees and networks. Methods in
Perera A, Harris DJ. 2010. Genetic variability in the ocellated      Ecology and Evolution 8: 1212–1220.
  lizard Timon tangitanus in Morocco. African Zoology 45:          Schmitt T. 2007. Molecular biogeography of Europe:
  321–329.                                                           Pleistocene cycles and postglacial trends. Frontiers in
Pons J, Barraclough TG, Gomez-Zurita J, Cardoso A,                   Zoology 4: 11.
  Duran DP, Hazell S, Kamoun S, Sumplin WD, Vogler AP.             Schoville SD, Roderick GK, Kavanaugh DH. 2012.
  2006. Sequence-based species delimitation for the DNA              Testing the ‘Pleistocene species pump’ in alpine habitats:
  taxonomy of undescribed insects. Systematic Biology 55:            lineage diversification of flightless ground beetles
  595–609.                                                           (Coleoptera: Carabidae: Nebria) in relation to altitudinal
Prentice IC, Jolly D, BIOME 6000 participants. 2000. Mid-            zonation. Biological Journal of the Linnean Society 107:
  Holocene and glacial-maximum vegetation geography of the           95–111.
  northern continents and Africa. Journal of Biogeography 27:      Sousa P, Arnedo MA, Harris DJ. 2017. Updated catalogue
  507–519.                                                           and taxonomic notes on the Old-World scorpion genus Buthus
Puillandre N, Lambert A, Brouillet S, Achaz G. 2012.                 Leach, 1815 (Scorpiones, Buthidae). ZooKeys 686: 15–84.
  ABGD, Automatic Barcode Gap Discovery for primary                Sousa P, Harris DJ, Froufe E, van der Meijden A. 2012.
  species delimitation. Molecular Ecology 21: 1864–1877.             Phylogeographic patterns of Buthus scorpions (Scorpiones:
QGIS.org. 2021. QGIS Geographic Information System. QGIS             Buthidae) in the Maghreb and South-Western Europe
  Association. Available from: http://www.qgis.org                   based on CO1 mtDNA sequences. Journal of Zoology 288:
R Studio Team. 2020. R Studio: Integrated Development for R.         66–75.
  Boston: R Studio, PBC. Available from: http://www.rstudio.com/   Thiede J. 1978. A glacial Mediterranean. Nature 276: 680–683.
Rambaut A, Drummond AJ, Xie D, Baele G, Suchard MA.                Vachon M. 1952. Études sur les scorpions. (Published 1948–
  2018. Posterior summarization in Bayesian phylogenetics            1951 in Archives de l’Institut Pasteur d’Algérie, 1948, 26:
  using Tracer 1.7. Systematic Biology 67: 901–904.                  25–90, 162–208, 288–316, 441–481; 1949, 27: 66–100, 134–
Rangel López JÁ, Husemann M, Schmitt T, Kramp K,                     169, 281–288, 334–396; 1950, 28: 152–216, 382–413; 1951,
  Habel JC. 2018. Mountain barriers and trans-Saharan                29:46–104). Alger: Institut Pasteur d’Algérie. Available from:
  connections shape the genetic structure of Pimelia darkling        https://www.ntnu.no/ub/scorpion-files/vachon.php

                                 © 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
BIOGEOGRAPHY OF BUTHUS SCORPIONS                         13

Venables WN, Ripley BD, 2002. Modern Applied Statistics           Yu Y, Harris AJ, Blair C, He XJ. 2015. RASP (Reconstruct
  with S, Fourth edition. New York: Springer. ISBN 0-387-           Ancestral State in Phylogenies): a tool for historical
  95457-0. Available from: https://www.stats.ox.ac.uk/pub/          biogeography. Molecular Phylogenetics and Evolution 87:
  MASS4/                                                            46–49.
Walsh PS, Metzger DA, Higuchi R. 1991. Chelex 100 as a            Zhang J, Kapli P, Pavlidis P, Stamatakis A. 2013. A
  medium for simple extracton of DNA for PCR-based typing           general species delimitation method with applications
  from forensic material. Biotechniques 10: 506–513.                to phylogenetic placements. Bioinformatics 29:

                                                                                                                                   Downloaded from https://academic.oup.com/biolinnean/advance-article/doi/10.1093/biolinnean/blab014/6169371 by guest on 15 March 2021
Watrin J, Lézine A-M, Hély C. 2009. Plant migration                 2869–2876.
  and plant communities at the time of the “green Sahara”.        Zink RM, Blackwell-Rago RC, Ronquist F. 2000. The
  Comptes Rendus Geoscience 341: 656–670.                           shifting roles of dispersal and vicariance in biogeography.
Wiley EO. 1988. Vicariance biogeography. Annual Review of           Proceedings of the Royal Society B: Biological Sciences 267:
  Ecology and Systematics 19: 513–542.                              497–503.

                                           SUPPORTING INFORMATION
Additional Supporting Information may be found in the online version of this article at the publisher’s web-site:
Table S1. Overview of Buthus samples collected.
Table S2. Overview of types.
Figure S1. Output graphic of DEC analysis from RASP from BEAST tree (COI).

© 2021 The Linnean Society of London, Biological Journal of the Linnean Society, 2021, XX, 1–13
You can also read