University of Groningen Genetics of manta and devil rays ...Chapter 1 10 Figure 2: Bayesian...
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University of Groningen
Genetics of manta and devil raysPoortvliet, Marloes
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1General Introduction
Marloes Poortvliet
Chapter 1
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Manta and devil rays of the Family Mobulidae (Order Myliobatiformes), collectively known as mobulids, comprise a group of 11 filter-feeding rays. They roam the pelagic habitat, as well as the continental margins of all the world’s oceans; they are also among the most captivating and charismatic of marine species. Similar to other elasmobranchs, mobulids share a vulnerable life history, characterized by slow growth and extremely low fecundity; yet they are subjected to intense and increasing fishing pressure across their entire range. As a consequence, eight out of 11 mobulids are classified on the International Union for the Conservation of Nature (IUCN) Red List as ‘Threatened’, ‘Vulnerable’ or ‘Near Threatened’, with the remaining three species listed as ‘Data Deficient’. Unfortunately, and despite their threatened status, management policies on the capture of mobulids are limited. This lack of protection is partly due to an absence of information on many aspects of mobulid life history, which complicates the development of management strategies beyond ‘general protection’. This PhD project was initiated to investi-gate the evolution and population genetics of this vulnerable group of elasmobranchs in order to assist in the development of scientific management guidelines
The general questions of interest were:
1. What are the evolutionary relationships within the Family Mobulidae, and what is the geological timing and pattern of their radiation? What were the probable mechanisms and drivers of mobulid speciation?
2. What is the spatial scale and connectivity among genetically defined populations of the spinetail devil ray, Mobula japanica? What have been the influences of past climate change on its historical population structure and demography?
3. Is there evidence for sex-biased dispersal in M. japanica?
4. What are the main anthropogenic threats to mobulids? How can this group of species be better protected?
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Chondrichthyans
Chondrichthyans (cartilaginous fishes) are a group of jawed vertebrates that includes sharks, skates, rays and chimearas. Together with osteichthyans (bony fishes including tetra-pods), they represent one of two primary groups of jawed vertebrates, with fossils dating back ~420 My (Benton & Asher 2009). Chondrichthyans are divided into two major groups, the Ho-locephali (chimaeras) and Elasmobranchii (elasmobranchs). Elasmobranchii are in turn divided into Batoidae (skates and rays) and Selachii (sharks) (Figure 1), with batoids deviating from the ancestral shark-like body plan, and encompassing such diverse groups as guitarfishes, electrici-ty-generating torpedo rays, sawfishes and stingrays (Figure 2).
Although Chondrichthyans represent only a fraction of the extant biodiversity of jawed vertebrates, they exhibit an impressive range of life history strategies and morphological varia-tion. They fertilize via copulation, and embryos may be reared either internally with a placenta (viviparity), internally without a placenta (ovo-viviparity), or externally (true oviparity). Each reproductive strategy is distributed patchily throughout the chondrichthyan phylogeny, and has been lost and regained multiple times during chondrichthyan evolution (Compagno 2005).
Chondrichthyans are less productive and inherently more vulnerable to extinction than bony fishes (Myers & Worm 2005; Stevens 2000). Unlike bony fishes, which generally spawn millions of small eggs into the water column for external fertilization, chondrichthyans have ex-tremely low fecundity (Dulvy et al. 2014a), producing only a few hundred eggs during their lives. Anywhere from a few dozen to a single offspring are typically produced in one year.
Mobulids
Manta and devil rays of the Family Mobulidae (Superorder: Batoidea; Order: Myliobatidae) display dorso-ventrally flattened bodies with broad, well-developed pectoral fins and a whip-like tail. They are the largest extant group of rays inhabiting tropical, subtropical and warm temper-ate waters worldwide (Compagno & Last 1999a; Last & Stevens 1994). Mobulids are a unique group of rays, being the only batoids that developed the filter-feeding strategy (most others are benthic, and feed on crustaceans, mollusks, polychaetes and fishes). They are characterized by loss of dental function related to feeding (Adnet et al. 2012), the presence of cephalic lobes that direct prey into the mouth, and by a set of pre-branchial filter plates which are used to strain food particles from the water (Bigelow & Schroeder 1953; Coles 1916; Cortés et al. 2008). Their closest living relatives are the durophagous (shell-crushing) cownose rays (Family Rhinobatis), from which mobulids diverged around 34 Mya, based on the first occurrence of teeth without strain-marks caused by biomechanical stress due to grinding-type feeding (Adnet et al. 2012). Within the chondrichthyans, only three other species of cartilaginous planktivores exist, namely whale shark (Rhincodon typus), basking shark (Cetorhinus maximus) and the elusive megamouth shark (Megachasma pelagios); all three belong to the Selachii. Like other filter-feeders, mobulid distributions largely overlap with areas of high upwelling-related productivity and seasonal mi-gration patterns reflect temporal increases in upwelling (Anderson et al. 2011; Croll et al. 2012; Graham et al. 2012).
The 11 recognized mobulids are currently divided into two genera: (Mobula, Rafinesque 1810, and Manta, Bancroft 1829). Manta is comprised of two species, the oceanic manta, Manta birostris and the reef manta, Manta alfredi. Mobula contains nine species: Mobula japanica, Mobula mobular, Mobula tarapacana, Mobula thurstoni, Mobula kuhlii, Mobula eregoodootenkee, Mobula hypostoma, Mobula rochebrunei, and Mobula munkiana. Manta birostris, M. alfredi, M. mobular, M. japanica and M. tarapacana are among the larger rays in the Family, with Maximum Disc Widths (DWmax) of 700, 500, 520, 370 and 310 cm respectively.
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General Introduction
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Chapter 1
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Figure 2: Bayesian phylogeny of all major Batoidea groups and three outgroup species (Holocephalii, Squa-lomorphii and Galeomorphii), based on 9000 nucleotides of the mitochondrial genome including nuclear genes RAG1 and SCFD2 (from Aschliman 2014). Black arrow indicates the phylogenetic position of the Order Myliobatoidae (stingrays), which contains the Family Mobulidae.
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(Figure!1:!Maximum!Likelihood!phylogenetic!tree!of!25!vertebrate!species!representing!the!main!Chondrichthyes!lineages,!based!on!9409!nucleotides!of!the!mitochondrial!genome!(from!Inoue!et!al.,!2010).! !!!
!!Figure!2:!Bayesian!phylogeny!of!all!major!Batoidea!groups!and!three!outgroup!species!(Holocephalii,!Squalomorphii!and!Galeomorphii),!based!on!9000!nucleotides!of!the!mitochondrial!genome!including!nuclear!genes!RAG1!and!SCFD2!(from!Aschliman!2014).!Black!arrow!indicates!the!phylogenetic!position!of!the!Order!Myliobatoidae!(stingrays),!which!contains!the!Family!Mobulidae.!!!
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(Figure!1:!Maximum!Likelihood!phylogenetic!tree!of!25!vertebrate!species!representing!the!main!Chondrichthyes!lineages,!based!on!9409!nucleotides!of!the!mitochondrial!genome!(from!Inoue!et!al.,!2010).! !!!
!!Figure!2:!Bayesian!phylogeny!of!all!major!Batoidea!groups!and!three!outgroup!species!(Holocephalii,!Squalomorphii!and!Galeomorphii),!based!on!9000!nucleotides!of!the!mitochondrial!genome!including!nuclear!genes!RAG1!and!SCFD2!(from!Aschliman!2014).!Black!arrow!indicates!the!phylogenetic!position!of!the!Order!Myliobatoidae!(stingrays),!which!contains!the!Family!Mobulidae.!!!
Figure 1: Maximum Likelihood phylogenetic tree of 25 vertebrate species representing the main Chondrichthyes lineages, based on 9409 nucleotides of the mitochondrial genome (from Inoue et al., 2010).
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The remaining Mobula species are smaller, with a DWmax of up to 180 cm (Couturier et al. 2012). Morphologically, Manta is distinct from Mobula in exhibiting a terminal mouth, while Mobula species share a ventral placement of the mouth. The structure of mobulid teeth and filter plates has been extensively studied. Adnet et al. (2012) divided mobulids into 3 main groups based on the morphology of teeth, while Paig-Tran et al. (2013) broadly divided 9 of the 11 mobulids into three different groups, based on the presence of denticles and or cilia/secondary structure on the surface of filter plates (Figure 3 and Table 1).
Mobula japanica
M. japanica is mainly pelagic and is found inshore as well as in oceanic environments. It is believed to have a circumglobal distribution throughout all sub-tropical and tropical oceans. It has been suggested that M. japanica is conspecific to M. mobular, a species that only occurs in the Mediterranean Sea and possibly the adjacent Eastern Atlantic Ocean. The two species are morphologically highly similar, with only minor differences in DWmax (M. mobular DWmax= 550 cm), body proportions (M. mobular reaches a larger DWmax relative to the rest of its body), and tooth morphology (Adnet et al., 2012; Notarbartolo di Sciara, 1987).
M. japanica is one of the more common mobulids in the Southern Sea of Cortez, Mexico, where its seasonal and geographical movement patterns have been studied based on both fisheries catch and tagging data. Catch records from artisanal fishermen collected over a period of 4 years (1982-86) showed that M. japanica moves in small aggregations even though it is not considered to be a true shoaling species. Catches progressively increased from March to July each year, whereas during the winter only very few M. japanica remained (Notarbartolo di Sciara 1988). The seasonal increase in abundance also matched offshore to inshore movements of aggregations from deeper to shallower waters, often in unison with seasonal increases in local prey density. This pattern was confirmed by Croll et al. 2012 based on satellite tagging data of 10 M. japanica individuals. These authors showed that seasonal migration patterns matched temporal increases in upwelling and tracked seasonal patterns in euphausiid (zooplankton) abundance (de Silva-Davila & Palomares-Garcia 1998; Gomez-Gutierrez et al. 2010) (Figure 4).
Information about reproductive behavior in M. japanica is limited. Owing to the presence of reproductively active males during autumn, the southern Gulf of California is believed to serve as an important spring and summer mating ground (Notarbartolo di Sciara 1988). Howev-er, although one female showed evidence of recently having given birth, no juvenile M. japanica have ever been observed in this region. Hence, it is unknown if females give birth in the Gulf of California or if they move to other (offshore) locations for pupping. Additionally, no information is available on possible philopatry to specific breeding or pupping sites—a common behavioral pattern for many chondrichthyan species (Hueter et al. 2004).
Other mobulid species
For the remaining Mobula rays, information about distribution, feeding range and breeding behavior is extremely limited.
Mobula taracapana is probably circumglobal in subtropical and tropical waters but, at present, it is known from only a few scattered locations across the Indian, Pacific and Atlantic Oceans. This large pelagic mobulid with a DWmax of around 370 cm occurs primarily in oceanic regions, but is occasionally found in coastal waters (Notarbartolo di Sciara 1988). Recent tagging data from the central North Atlantic Ocean showed that this species moves across thousands of kilometers from the tagging location in the Azores Islands and (amazingly) descends to depths of almost 2000 m, where it is thought to forage in the deep scattering layer (Thorrold et al. 2014). It
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Fgure 3: Characteristic features of Manta and Mobula rays. A) Terminal placement of the mouth in Manta; B) ventral placement of the mouth in Mobula; C) filter plate of Manta; D) close-up of filter lobes in Manta; E) fil-ter plate of Mobula; F) close-up of filter lobes in Mobula; G) dorsal view of teeth in Manta sp. with close-up of peg-like teeth; H) cobblestone toothplate in Mobula tarapacana; I) peg-like teeth in Mobula japanica; J) comb-like teeth (subgroup I) in Mobula thurstoni; K) comb-like teeth (sugroup II) in Mobula rochebrunei. Lingual (li.) or occlusal (o.) view indicated on the right hand side of each tooth.
Opposite page, Table 1: Information about the 11 mobulid species, with genus and species name, taxonomic reference, geographic distribution, habitat, DWmax, placement of the mouth, tooth morphology group (Adnet et al. 2012), the presence (+) or absence (-) of denticles (dent.), cilia, secondary structure (SS) or smooth sur-face epithelium on filter plates, filter plate group (based on Paig-Tran et al. 2013), and IUCN RedList status. VU: vulnerable; NT: Near Threatened; EN: Endangered; DD: Data Deficient.
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Species'n
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Tax.!re
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Teeth!grou
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!
####
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Dent.#
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SS#
SmE#
Group#
##
Man
ta%biro
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#####G
iant#m
anta#ra
y#Walba
um,#1
792#
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glob
al#in
#trop
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aters#
Oce
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Mob
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pine
tail#de
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Oce
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310#
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ula%mob
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iant#dev
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Bonn
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#Med
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180#
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Mob
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#Blee
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59#
Indo
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,#trop
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100#
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#dev
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,#trop
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#
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Banc
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831#
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Ventral#
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No#
+#E#
E#+#
2#DD
#
General Introduction
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has been suggested that M. taracapana may be a more generalist feeder than other Mobulidae, or even possibly ichthyophagous (Notarbartolo di Sciara 1988).
Mobula thurstoni is probably circumglobal in all subtropical and tropical oceans, but this has not been confirmed. Tagging data indicate that individuals can travel across thousands of kilometers in several months (Croll, unpublished data). This ray reaches a DWmax of 180 cm and is mainly found in shallow, neritic waters (<100 m) (reviewed by Couturier et al. 2012).
Mobula munkiana is a recently described inshore species endemic to the Eastern Pacific (from the Baja Peninsula, Mexico to Peru) and is particularly common in the Sea of Cortez. The species reaches a DWmax of ~110 cm and occurs mainly inshore over the continental shelf.
M. munkiana is the only mobulid that is consistently observed in shoals. It is not known whether shoaling is seasonal or a permanent behavioral feature. The presence of shoals is often detected by simultaneously jumping individuals. Size (but not sexual) segregation has been ob-served in the Sea of Cortez. Pupping has been observed in Bahía de La Paz during May and June (Notarbartolo di Sciara 1988).
Mobula eregoodootenkee reaches a DWmax of 100 cm and is locally common within its wide tropical Indo-Pacific and Northern Indian Ocean distribution. It is not known to enter the epipe-lagic zone and only dwells close to shore over the continental shelf. Mating and pupping occur in shallow water and juveniles remain in these areas (Notarbartolo di Sciara 1987).
Mobula kuhlii, Mobula hypostoma and Mobula rochebrunei occur in the Indo-Pacific re-gion, the Western Atlantic and Eastern Atlantic respectively. Almost nothing is known beyond a taxonomic record (Notarbartolo di Sciara 1987).
Manta birostris (giant manta ray) is the largest of all mobulids, with a DWmax of ~700 cm. It is a true pelagic species and widely distributed in all tropical and subtropical oceanic waters, as well as in coastal areas over continental shelves, near seamounts, and in upwelling zones (Mar-
Fgure 4: Weighted fixed-kernel density distribution (blue: 95 %; red: 50 %) of 13 tagged Mobula japanica individuals, June-September (From Croll et al. 2012).
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shall et al. 2009). Rare or seasonal sightings of M. birostris at locations in New Zealand (Duffy & Abbott 2003), southern Brazil (Luiz et al. 2009), Uruguay (Millessi & Oddone 2003), the Azores Islands, and the eastern coast of the USA (Bigelow and Schroeder 1953), suggest that this spe-cies makes significant seasonal migrations. Tagging data from six smaller M. birostris individuals (DW <450 cm) around the Yucatan peninsula (Mexico) detected limited foraging movements (~100 km) over a period of one month, associated with broad thermal fronts near an upwelling zone (Graham et al. 2012).
Manta alfredi (reef manta ray) was only recently re-described. It is smaller than the giant manta ray with a DWmax of ~500 cm. It occurs near coral and rocky reefs, as well as along coastlines with consistent upwelling. It is patchily distributed in the Indian and Pacific Oceans (Marshall et al. 2009). Long-term sighting records of M. alfredi at established aggregation sites suggest that this species is more resident to tropical waters and may exhibit small home ranges and short seasonal migrations (Marshall & Bennett 2010).
Taxonomic issues
Despite their iconic status, the systematics of mobulids is cluttered with competing taxo-nomic circumscriptions (mainly based on morphology and tooth anatomy) and poor resolution of currently available phylogenies, i.e., the paraphyletic recognition of Manta and Mobula, in which Manta species are nested within Mobula species (reviewed by Aschliman 2014). Addi-tionally, for several species it is still not clear whether they comprise distinct lineages or are merely geographically separated morphological variants of the same species (Marshall et al. 2009; Notarbartolo di Sciara 1987).
Life history vulnerabilities and fisheries
All mobulid species display life history traits that make them vulnerable to overexploita-tion (Dulvy et al., 2008; Garcia et al., 2008; Dulvy et al., 2014). These include ovo-viviparous or matrotrophic reproduction (nourishment of embryos derived from the mother without the presence of a placenta), large size at birth, slow growth, high maximum age, delayed age of first reproduction, and extremely low fecundity (reviewed by Couturier et al., 2012; Cuevas-Zimbrón et al., 2012). Even by chondrichthyan standards, mobulid fecundity is low (Dulvy et al. 2014b). A recent estimate of manta ray maximum intrinsic population growth rate, rmax (a proxy for extinction risk based on individual growth rate, annual pup production and age at maturity) showed that rmax is one of the lowest known of the 106 shark and ray species for which compa-rable demographic information is available (Figure 5). Population growth rate (rmax) has not been estimated for Mobula, but likely is similarly low to Manta.
The vulnerable life history of mobulids is especially problematic in light of high and increasing anthropogenic pressures. Mobulids are increasingly being targeted in artisanal fish-eries across Asia, motivated by the use of their filter plates in Chinese medicine. Additionally, the annual bycatch mortality of mobulids in global tuna purse-seine-fisheries is thought to be substantial. As a consequence of high catch rates, local mobulid populations are declining. In reaction to this pressure, the International Union for the Conservation of Nature (IUCN) Red List of Threatened Species (an international standard for species extinction risk) has evaluated eight of 11 mobulid species. M. mobular is listed as ‘Endangered’, M. birostris, M. alfredi and M. rochebrunei are listed as ‘Vulnerable’, and M. japanica, M. thurstoni, M. munkiana and M. ere-goodootenkee as ‘Near Threatened’. The remaining three species are listed as ‘Data Deficient’.
Heavy fishing pressure can lead to dangerously small populations and eventual disruption of behavior and mating, which can heighten extinction risk through the ultimate loss of genetic
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variation. Loss of variation may also affect a species’ ability to adapt to changing environmental conditions (Barrett & Schluter 2008; Keller & Waller 2002) and therefore also presents increased extinction risk. Although genetic metrics are not directly used in IUCN species assessments (Rivers et al. 2014), the organization has acknowledged the need to prevent loss of genetic biodiversity within a species (or stock); preventing the loss of genetic variation is also a specific goal of the Convention of Biological Diversity (Laikre 2010). Population genetic studies provide quantitative data for evaluating population structure, effective population size, loss of diversity, and estimates of connectivity (Avise 2008).
Population structure and connectivity
Commonly asked questions in fundamental biology and marine conservation of mobile species are: how many populations (also called stocks in fisheries) of a given species are there, how large are they, how do they move around and how do they interact? Populations are identified by both their discreteness, as well as connectedness throughout their biogeographic range (Waples & Gaggiotti 2006). Defining a population a priori, for example based on a geo-graphic region is seldom useful and may lead to discrepancies between biological populations and management populations. For example, the population may move seasonally between fixed management areas or separate fish populations may occur in a single management area (Bowen et al. 2005). A mismatch may lead to mismanagement leading to loss of genetic diversity and subsequent decline of the population; alternatively, it may lead to an inflated allocation of con-servation resources (Waples 1998)
Many definitions of a population can be found in the literature but in general the term refers to a group of organisms whose trajectory is largely independent from other such groups (Carvalho & Hauser 1994). Two major types of biological definitions can be identified: those reflecting an ecological/demographic paradigm and those reflecting an evolutionary/genetic paradigm. A general working definition of ‘population’ for the ecological paradigm is ‘a group of individuals of the same species that co-occur in space and time and have an opportunity to
Fgure 5: Maximum intrinsic rate of population increase for manta rays as compared with 106 other chondrich-thyans. Values of rmax (x-axis) and frequency of chondrichthyan species (y-axis). (From Dulvy et al. 2014b).
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interact with each other demographically (e.g. competition, social and behavioral interactions, including mating). For the evolutionary paradigm a population genetic view is more useful. Here the focus is genetic cohesiveness through reproductive interactions within the population unit rather than between population units (Waples & Gaggiotti 2006). In practice, population structure encompasses all of these components: complex interactions among the life history characteristics (i.e. larval stages, homing behavior), demographic parameters (i.e. reproduc-tion, recruitment, growth and mortality) and genetic processes (i.e. drift, gene flow, selection, mutation). Disentangling these many processes is not easy, but has been greatly facilitated by a strong theoretical basis in combination with the development of highly polymorphic genetic markers and more powerful sequencing and analysis methods (Avise 2010; Curole & Kocher 1999). Hence, the assessment of genetic structure is increasingly robust and (most importantly) informative and practical.
Populations of many marine species encompass an extensive range of spatial scales—from single bays to ocean-basin-wide (Ward et al. 1994). Superior swimming ability, absence of barriers, currents and the semi-continuous nature of most of the world’s oceans all facilitate long-range dispersal and thereby the potential to maintain large-scale populations (Palumbi 1994; Waples 1987). Until about 25 years ago, it was widely believed that there was little or no population structure of species in the sea for exactly these reasons. It is now known, howev-er, that despite the vastness of the oceans and the long-range dispersal capabilities of many marine vertebrates, considerable population structure does exist (reviewed by Ward et al. 1994). Palumbi (1994) reviewed ways in which populations with high dispersal potential could develop genetic subdivision: i) limits to gene flow from barriers created by oceanic circulation patterns, currents, and tectonic plate boundaries; ii) isolation-by-distance; iii) behavioral control of dispersal by migration; iv) natural selection due to environmental gradients; and v) historical subdivision of populations (vicariance) due to paeloclimatic changes associated with the ice ages and sea level that caused local extinction followed by recolonization.
Ward et al. 1994 reviewed population genetic data for marine fishes (all habitat types) and found that the mean FST (a measure of total genetic diversity that is allocated among popula-tions) was 0.062 (N=57 studies) as compared to 0.108 for anandromous fishes (i.e., salmon) (N=7 studies), and 0.222 for freshwater fishes (N=49 studies). When the marine fishes were further partitioned by habitat types, results were even more striking. FST values in the two shark species were extremely low (FST=0.0094 and 0.0076, both sampled from nine locations in Northern Australia), whereas FST values for reef-associated teleost species varied around the average found in the aggregated habitats. Regional differences were also found (e.g., Doherty et al. 1995; Planes et al. 2001) and depend to some extent on the pelagic larval duration of the species (Bernardi et al. 2001; Crandall et al. 2008).
Review of population genetic studies in chondrichthyans
Chondrichthyan population genetics has become an increasingly popular topic of study over the last decade, uncovering genetic structure across a wide range of geographical dis-tances (Supplementary Table S1). Within the Carcharhiniformes (ground sharks), species have been found that have structured populations between nearby estuaries, while others show no structure whatsoever across vast expanses of ocean. Within the Lamniformes (mackerel sharks), which mostly consists of large, oceanic species, structured populations exist between ocean basins, but usually not within. For example, the basking shark (Cetorhinus maximus) and the shortfin mako (Isurus oxyrinchus) both show genetic structure between the Atlantic Ocean and Indian-Pacific Oceans, but no structure within these regions (Hoelzel et al. 2006; Schrey & Heist 2003). Myliobatidae (stingrays), Pristiformes (sawfishes), Rajiformes (skates) and Squaliformes
1
General Introduction
Chapter 1
18
1
(dogfish sharks) generally show some structure across short geographic distances—or even the presence of closely related sister-species. For example, white-spotted eagle rays were shown to consist of several reciprocally monophyletic, cryptic lineages in the Indian and Pacific Oceans (Aetobatus narinari; Richards et al. 2009).
So is there a common pattern, which can help us predict the scale of population genetic structure in chondrichthyans? First of all, rather than being influenced by oceanic circulation patterns that enhance or restrict dispersal of teleost larvae, chondrichthyan dispersal is mostly dependent on active dispersal of adults. Dispersal varies widely. Vast expanses of deep water may represent barriers for coastal species that rely on short distances between habitat patches, resulting in genetic structure over small distances (e.g., blue-spotted maskray, Neotrygon kuhlii: Arlyza et al. 2013; shovelnose guitarfish, Rhinobatos productus: Sandoval-Castillo et al. 2004; spot-tail shark, Carcharhinus sorrah: Ovenden et al. 2009). See Supplementary Table S1 for details. In contrast, highly vagile oceanic species may show population homogeneity at the scale of ocean basins (e.g., whale shark, Rhincodon typus: Vignaud et al. 2014; blue shark, Prionace glauka: Ovenden et al. 2009; shortfin mako, Isurus oxyrinchus: Schrey & Heist 2003; basking shark, Cetorhinus maximus: Hoelzel et al. 2006). See Supplementary Table S1 for details.
Second, reproductive behavior can play an important role in the geographic scale of genet-ic structure (Bowen et al. 2005). Many sharks and rays display philopatry, with females repeat-edly returning to their natal site for breeding and pupping, whereas males roam more widely (Hueter et al. 2004). This behavior is thought to explain strong population structure across short geographical distances, even in highly vagile (oceanic) species (Supplementary Table S1). The white shark is probably the most extreme example. It has been shown to undertake trans-oce-anic migrations across thousands of kilometers, yet females annually return to specific breeding areas resulting in strong genetic structure both between and within ocean basins (Pardini et al. 2001). Philopatry is also though to explain genetic structure in other highly vagile species such as blacktip sharks (Carcharhinus limbatus: Keeney & Heist 2006), and hammerhead sharks (Sphyrna lewini: Daly-Engel et al. 2012).
And third, it has also become clear that genetic structure of some chondrichthyan popu-lations is not only influenced by life history traits but also by past vicariant events such as the closing of the Isthmus of Panama and Pleistocene glacial-interglacial cycling (Supplementary Table S1). For example, in many species with warm-water distributions, population genetic structure between ocean basins has been attributed to the rise of the Isthmus of Panama (~3.5 Mya), which closed the connection between the East Pacific and Atlantic Oceans. The frigid waters around the Cape of Good Hope has also been a barrier, with only intermittent dispersal between the Atlantic and Indian Oceans during periods of increased Agulhas leakage (Peeters et al. 2004). Both whale sharks and white sharks show divergent mitochondrial lineages in the Atlantic and Indian/Pacific Ocean, which are thought to result from vicariant isolation across this barrier (Gubili et al. 2011; Vignaud et al. 2014). The Sunda/Sahul shelf north of Australia, which was exposed as recently as the Last Glacial Maximum (LGM) 18000 y ago, severed the connection between the Indian and Pacific Ocean populations of species such as the pig-eye shark (Carcharhinus amboinensis: Tillett et al. 2011) and the white-tip reef shark (Triaenodon obesus: Whitney et al. 2012). And on smaller spatial scales, the northern Atlantic part of the range of the thornback ray (Raja clavata) was pushed southwards during the LGM, but was then recolonized from the south when ice started to move away, with currently limited connectivity between regions (Chevolot et al. 2006).
Taking into consideration the three factors above, we hypothesized that M. japanica would likely show genetic structure across intermediate geographic scales, both between ocean basins as well as within. The species is not restricted to a coastal habitat, but based on tagging data only has an intermediate capacity for dispersal, with distances of 1000-1500 km covered within
19
several months. No ocean-basin scale migrations were observed, as in other pelagic chondrich-thyans, like whale sharks and basking sharks (Eckert et al. 2002; Gore et al. 2008). There is no information on the existence of philopatry in M. japanica. However, fisheries catch and tagging data indicate an annual seasonal migration pattern (Notarbartolo di Sciara 1988), which in turn is suggestive of site fidelity, either for breeding or feeding. If site fidelity indeed exists, this would likely also result in restricted connectivity between more remote regions. Whether vicari-ance has played a role was unknown at the outset of this study but hypothesized as a possible structuring influence for M. japanica.
Technical issues
Sampling
In highly migratory species, the resolution of populations can be confounded by several factors. High levels of gene flow result in low levels of genetic differentiation, and sampling a specific geographical area under the assumption that it represents a population may simply be incorrect (Waples & Gaggiotti 2006). This is because demographically independent populations may mingle in common feeding grounds, during migratory phases or when gene flow is sex-bi-ased (Bowen et al. 2005). This makes sampling strategies challenging. The use of genetic mark-ers with different modes of inheritance, as well as surveys of distinct life states and especially breeding populations, are therefore of paramount importance when resolving the spatial extent of population structure. Further strategies to minimize sampling errors include: 1) collection of fixed size classes in an effort to minimize overlapping generations in a sampled location; 2) sampling far enough apart; and 3) the inclusion of temporal sampling of the same site, so that effects can be compared over generations (Waples 1998).
For M. japanica, a general lack of information about migratory patterns and reproductive behavior made it impossible to design a foolproof a priori sampling regime for intra-specific studies. Moreover, because the species occurs in oceanic environments and can be highly elusive, samples are not easily obtainable even when good, potential sampling locations are known. This meant that sampling could only be conducted on an opportunistic basis in coop-eration with tuna purse seine fisheries, artisanal fisheries and some targeted catches. For the present study a total of 263 samples was collected from eight locations in the Atlantic, Indian and Pacific Oceans. At least nine individuals were collected per location and in most cases many more.
For interspecific relationships among mobulids, sampling is of no less importance. Taxon sampling based on an exemplar approach to infer higher-level evolutionary relationships can also be a source of phylogenetic error (Hillis et al. 2003; Pollock et al. 2002). Ideally, individuals of each species need to be sampled from locations across its entire geographic range. In the present study, samples were collected in a similar manner, from bycatch and targeted fisheries, and in a few cases from natural history museum collections.
Genetic markers
Microsatellites. Microsatellites are tandem repeat motifs of two to five bases, scattered throughout the genomes of eukaryotes. They are co-dominant, assumed to be neutral, and are often highly polymorphic, making this class of markers a popular choice for addressing popula-tion genetic questions (Ellegren 2000; Jarne & Lagoda 1996). Length polymorphism in microsat-ellites is thought to arise mainly by slippage mechanisms or recombination following a stepwise mutation model, where the size of the new allele depends on the size of the allele that mutated
1
General Introduction
Chapter 1
20
1
(Li et al. 2002). Because of their fast mutation rate, which is estimated to be between 10-3 and 10-5 per generation (Sun et al. 2012; Weber & Wong 1993), even closely related populations can show marked differences in repeat lengths. Although the assumption of neutrality is generally valid, exceptions are known but can usually be detected in the data set and removed as neces-sary. Other technical issues common to microsatellites such as null alleles (i.e. non-amplification of some alleles), stutter (Taq polymerase slippage during PCR amplification) and large allele drop-out (higher amplification rates of shorter alleles) (O’Connell & Wright 1997) can also be corrected for. The main critique of this class of marker is the lack of a reliable mutation model (Sainudiin et al. 2004). Forward and back mutation under the stepwise model creates homo-plasy, which can interfere with some estimates. Despite these issues, microsatellites remain a powerful category of markers in the field of population genetics.
mtDNA. Mitochondrial DNA is effectively a single locus with haploid and maternal inher-itance, resulting in a four-fold lower effective population size than nuclear markers (Birky et al. 1989). Because of its reduced effective population size, mtDNA provides higher resolving power than nuclear DNA in cases where populations have not reached migration/drift equilib-rium. Additional advantages are: 1) mtDNA reflects the female lineage only and, therefore can provide information unobtainable by a nuclear marker (this is particularly important in groups such as chondrichthyans, where there is evidence for reproductive philopatry in females, but not males); 2) it allows inferences of historical demography (Avise et al. 1988); and 3) its fast evolutionary rate provides the chance of recovering the pattern and tempo of recent historical events without extensive sequencing effort.
Despite these advantages, however, mtDNA can also be uninformative in some species if only one or a few genes are used (Galtier et al. 2009). This is especially the case when the rate of evolution is slow, as in chondrichthyans in general (Martin et al. 1992). The only way to compensate for this slow rate is to increase the length of sequence data (Alexander et al. 2013; Morin et al. 2010; Shamblin et al. 2012). For example, based on 93 complete mtDNA genomes (mitogenomes), Feutry et al. (2014) were able to discriminate among single river drainages as discrete management units for the conservation of the speartooth shark (Glyphis glyphis). Using the full mitogenome, they were able to illustrate that the often used Control Region and Cytochrome Oxidase I gene are not necessarily informative (i.e., the situation is clear if these se-quences show distinct haplotypes; but if not, the absence of distinct haplotypes is not evidence of absence of structure).
Next Generation Sequencing
The advent of next-generation sequencing (NGS) makes it easier and cheaper to obtain large mitogenome data sets, in comparison with traditional Sanger sequencing using long PCR methods. The application of NGS seems almost endless, allowing for rapid advances in many fields related to biological sciences, including intra-specific studies. Whereas whole mitoge-nome sequencing was previously mostly used in inter-specific phylogenetic studies, mitoge-nomes are now increasingly being used to resolve population genetic structure within species (for example, each of the three ‘ecotypes’ within the cosmopolitan killer whale was shown to consist of a strongly supported clade with divergence times ranging from ~150-700 Kya (Morin et al. 2010).
NGS platforms perform massively parallel sequencing, and generate millions of fragments of DNA from a single sample. Generally, the methodology involves template preparation, library preparation, library amplification, sequencing and imaging, and data analysis (Figure 6). Tem-plate preparation involves building a library of nucleic acids (DNA or cDNA) by fragmentation
21
(shearing of the DNA or cDNA into smaller pieces) and the ligation of adapters (oligonucleotides with a known sequence) to the 5’ and 3’ ends. Library fragments are then clonally amplified and sequenced. Once sequencing is complete, adapter and low-quality sequences are removed, and the data is assembled either using a reference genome, or a de novo alignment. Analysis of the sequences can include a wide variety of bioinformatic assessments, including genetic variant calling for detection of single nucleotide polymorphisms (SNPs) or the insertion or deletion of 1 or more bases (indels), detection of novel genes or regulatory elements, and assessment of transcript expression levels.
There are various NGS platforms, which mainly differ in how sequencing is performed. The two techniques are sequencing by synthesis and ligation-based sequencing (Table 2). Each platform has advantages and disadvantages (Grada & Weinbrecht 2013), and choosing a plat-form for a large part depends on the requirements of a particular project, as well as financial considerations. Read length and total yield per run are the key considerations in the choice of a particular instrument (Glenn 2011) (Table 2). For example, long reads (>500-1000 bp) are optimal for initial genome and transcriptome characterization, because longer pieces assemble more efficiently than shorter pieces. Alternatively, the lower costs and increased number of reads associated with shorter read-lengths (from 75-250 bp) are better suited for re-sequencing and for frequency-based applications.
1
General Introduction
Chapter 1
22
1
!
!22#
#######################
#Figure#6:#Next#Generation#Sequencing#workflow,#including#template#preparation,#fragmentation,#adapter#ligation,#library#amplification#(either#through#emulsion#PCR#or#cluster#generation),#sequencing#and#imaging,#and#data#analysis.
Figure 6: Next Generation Sequencing workflow, including template preparation, fragmentation, adapter ligation, library amplification (either through emulsion PCR or cluster generation), sequencing and imaging, and data analysis.
23
1
Table 2: Characteristics o
f the fo
ur most p
opular se
quencing platforms. Instrument, company, sequencing metho
d, amplificatio
n metho
d, th
e maximum
num
ber o
f bases per re
ad, the cost o
f reagents per ru
n, and
the percentage or e
rrors. Based on Glen (2011), w
ith upd
ated inform
ation available from
http://www.m
olecularecologist.com
/next-‐gen-‐fieldguide-‐2014/.
Instru
men
t Co
mpa
ny
Sequ
encing
metho
d Am
plifica
tion
metho
d M
illions
of r
eads
/run
M
ax.
base
s/re
ad
Reag
ent c
ost/ru
n Erro
r rate %
454 GS Jr. Titanium
Ro
che
Synthesis
(pyosequ
encing)
emPC
R 0.1
400
$1,000
1
454 FLX Titanium
Ro
che
Synthesis
(pyosequ
encing)
emPC
R 1
400
$6,200
1
454 FLX+
Roche
Synthesis
(pyosequ
encing)
emPC
R 1
650
$6,200
1
MiSeq
Illum
ina
Synthesis
Bridge PCR
15-‐22
600
$750-‐1500
0.1
NextSeq
Illum
ina
Synthesis
Bridge PCR
130-‐400
300
$1000-‐4000
0.1
HiSeq
Illum
ina
Synthesis
Bridge PCR
300-‐6000
250
$1000-‐15000
0.1
SOLiD
Life Techn
ologies
Ligatio
n em
PCR
1410
110
$10,500
<0.1
Ion Torrent P
GM
Life Techn
ologies
Synthesis (H
+ detectio
n)
emPC
R 314 chip: 0.475
400
$350-‐450
~1
316 chip: 2.5
400
$550-‐650
~1
318 chip: 4.75
400
$750-‐850
~1
General Introduction
Chapter 1
24
1
Outline of this thesis
To be able to address the questions posed in this thesis, obtaining good species and population-level sampling was of paramount importance. I therefore created an international network of collaborators, including observers on board tuna purse seine vessels, local research-ers and artisanal fishermen, which enabled me to accumulate an adequate number of samples from all ocean basins. I then used both NGS of mitogenomes, as well as traditional Sanger sequencing of nuclear and mitochondrial genes, and microsatellite genotyping to elucidate intra- and inter-specific relationships of mobulids.
In Chapter 2 and 3 I describe the development of molecular markers for this group of spe-cies. Chapter 2 deals with the development and testing of nuclear microsatellite loci for Mobula japanica, which were subsequently used to analyze the population genetic structure within this species. In Chapter 3 I sequenced the entire mitogenome of one M. japanica individual using cloning and Sanger sequencing techniques. This reference mitogenome sequence then served as a ‘backbone’ for the assembly of NGS-generated mitogenomes, which were used in both the phylogenography of M. japanica and the broader mobulid phylogeny.
Genetic studies within rare or difficult-to-sample groups of are often limited by the avail-ability of specimens. In such cases, museum collections form an easily accessible source of samples; however, the DNA obtained from such samples is often of low quality and unsuitable for many downstream applications. In Chapter 4 I explored the use and effectiveness of a “bait-based” method for enrichment of target sequences, in combination with NGS sequencing for use with degraded DNA samples.
In Chapter 5 I inferred the evolutionary relationships among the different mobulid species. I used NGS-generated mitogenomes, as well as an extended data set of two mitochondrial and two nuclear genes. Additionally, based on the estimated mutation rate, the mitogenome phy-logeny and two fossil calibration points, I estimated divergence times in mobulid evolution, and speculate about drivers and mechanisms of mobulid evolution.
In Chapter 6 I investigated the phylogeographic structure of one of the larger mobulid species, M. japanica, across its circumtropical distribution. For this, I used 60 NGS-generated mitogenomes from widely spaced geographic locations (Atlantic, Indian and Pacific Ocean ba-sins) in combination with a species-specific molecular clock (Chapter 5). Additionally, I investi-gated demographic changes in relation to historical climate change over the last 2.5 Mya. And finally, I used the 11 microsatellite loci (Chapter 2), two mitochondrial genes and a much larger set of samples to elucidate global population genetic structure, compare resolution with the mitogenome data on the smaller sample set, and to determine whether M. japanica displays sex-biased dispersal.
Chapter 7 reviews life history characteristics of mobulids, identifies global and local threats from targeted and bycatch mortality, and discusses mobulid conservation issues and solutions.
Finally, in Chapter 8 I synthesize the main insights developed from this thesis. I discuss the findings from Chapters 2 – 7, in relation to the existing literature.
25
1
General Introduction
1
Supp
lem
enta
ry m
ater
ial
Page
25
– 39
, Sup
plem
enta
ry T
able
S1:
List
of p
opul
atio
n ge
netic
stud
ies o
f cho
ndric
hthy
an sp
ecie
s. W
ith O
rder
, sci
entif
ic n
ame
and
com
mon
nam
e of
the
stud
ied
spec
ies;
the
dist
ribut
ion,
ha
bita
t and
vag
ility
of t
he st
udie
d sp
ecie
s; sa
mpl
ing
loca
tions
, gen
etic
mar
kers
use
d, re
sults
, and
the
refe
renc
e fo
r eac
h st
udy
O
rder
Sp
ecie
s nam
e Di
strib
utio
n H
abita
t Va
gilit
y Sa
mpl
ing
loca
tions
G
enet
ic
mar
kers
Re
sults
Re
fere
nce
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Carc
harh
inus
fa
lcifo
rmes
(S
ilky
shar
k)
Circ
umgl
obal
, tr
opic
al w
ater
s Pe
lagi
c (o
cean
ic)
High
G
ulf o
f Cal
iforn
ia,
Paci
fic B
aja
(Mex
ico)
, SW
M
exic
o, C
osta
Ri
ca, E
cuad
or, 2
E
Paci
fic o
cean
ic
regi
ons,
New
Ca
ledo
nia
and
Indo
nesia
mtD
NA
CR
Gen
etic
stru
ctur
e be
twee
n W
Pac
ific
and
E Pa
cific
Oce
an sa
mpl
es (Φ
ST(m
ito)=
0.01
9).
No
gene
tic st
ruct
ure
with
in th
e Ea
st P
acifi
c O
cean
Gal
ván-
Tira
do e
t al
. (20
13)
Pr
iona
ce g
lauc
a
(Blu
e sh
ark)
Ci
rcum
glob
al,
trop
ical
, sub
-tr
opic
al a
nd
tem
pera
te
wat
ers
Pela
gic
(oce
anic
) Hi
gh
10 In
do-W
Pac
ific
loca
tions
m
tDN
A Cy
tB
No
gene
tic st
ruct
ure
Tagu
chi e
t al
. (20
14)
Pr
iona
ce g
lauc
a
(Blu
e sh
ark)
Ci
rcum
glob
al,
trop
ical
, sub
-tr
opic
al a
nd
tem
pera
te
wat
ers
Pela
gic
(oce
anic
) Hi
gh
Indo
nesia
, N
Paci
fic O
cean
, W
Aust
ralia
, E
Aust
ralia
mtD
NA
CR
No
gene
tic st
ruct
ure
Ove
nden
et
al.
(200
9)
Sp
hyrn
a le
win
i (S
callo
ped
ham
mer
head
sh
ark)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
G
ulf o
f Cal
iforn
ia,
Maz
atla
n (W
M
exic
o), P
acifi
c Co
sta
Rica
, Pac
ific
Pana
ma,
Ecu
ador
mtD
NA
CR a
nd 1
5 m
sats
Ove
rall Φ
ST(m
ito)=
NS,
ove
rall
F ST(m
sat)
=0.0
05. I
BD su
ppor
ted
base
d on
m
tDN
A bu
t not
msa
ts
Nan
ce e
t al
. (20
11)
Chapter 1
26
1
2
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Sphy
rna
lew
ini
(Sca
llope
d ha
mm
erhe
ad
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
Tr
opic
al E
Pac
ific,
Pa
cific
Pan
ama,
Ha
wai
i, th
e Ph
ilipp
ines
, Ta
iwan
, E
Aust
ralia
, W
Aust
ralia
, Se
yche
lles I
sl.,
Sout
h Af
rica,
W
Afric
a, G
ulf o
f M
exic
o, E
USA
, Br
azil
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.59
8. S
tron
g ge
netic
st
ruct
ure
betw
een
and
acro
ss o
cean
ba
sins,
but
to a
less
er e
xten
t alo
ng
cont
inen
tal m
argi
ns. I
sola
tion
of A
tlant
ic
Oce
an fo
llow
ing
the
rise
of th
e Is
thm
us o
f Pa
nam
a, a
nd su
bseq
uent
disp
ersa
l fro
m
the
Atla
ntic
into
the
Indo
-W P
acifi
c re
gion
du
ring
war
mer
Ple
istoc
ene
perio
ds. E
Pa
cific
pop
ulat
ions
der
ived
from
Indo
-W
Paci
fic re
gion
dur
ing
Late
Ple
istoc
ene
Dunc
an e
t al
. (20
06)
Sphy
rna
lew
ini
(Sca
llope
d ha
mm
erhe
ad
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
Tr
opic
al E
Pac
ific,
Pa
cific
Pan
ama,
Ha
wai
i, th
e Ph
ilipp
ines
, Ta
iwan
, E
Aust
ralia
, W
Aust
ralia
, Se
yche
lles I
sl.,
Sout
h Af
rica,
W
Afric
a, G
ulf o
f M
exic
o, E
USA
, Br
azil
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.59
8. S
tron
g ge
netic
st
ruct
ure
betw
een
and
acro
ss o
cean
ba
sins,
but
to a
less
er e
xten
t alo
ng
cont
inen
tal m
argi
ns. I
sola
tion
of A
tlant
ic
Oce
an fo
llow
ing
the
rise
of th
e Is
thm
us o
f Pa
nam
a, a
nd su
bseq
uent
disp
ersa
l fro
m
the
Atla
ntic
into
the
Indo
-W P
acifi
c re
gion
du
ring
war
mer
Ple
istoc
ene
perio
ds. E
Pa
cific
pop
ulat
ions
der
ived
from
Indo
-W
Paci
fic re
gion
dur
ing
Late
Ple
istoc
ene
Dun
can
et
al. (
2006
)
Sp
hyrn
a le
win
i (S
callo
ped
ham
mer
head
sh
ark)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
Tr
opic
al E
Pac
ific,
Pa
cific
Pan
ama,
Ha
wai
i, th
e Ph
ilipp
ines
, Ta
iwan
, E
Aust
ralia
, W
Aust
ralia
, Se
yche
lles I
sl.,
Sout
h Af
rica,
W
Afric
a, G
ulf o
f M
exic
o, E
USA
15 m
sats
an
d co
mpa
-ris
on to
m
tDN
A CR
dat
a fr
om
(200
6)
Ove
rall
F ST(m
sat)=
0.03
5. G
enet
ic st
ruct
ure
betw
een
ocea
n ba
sins,
but
hig
her
conn
ectiv
ity a
long
coa
stlin
es a
nd in
som
e ca
sed
acro
ss o
cean
bas
ins.
Com
paris
on
with
mtD
NA
from
Dun
can
et a
l. (2
006)
in
dica
tes f
emal
e ph
ilopa
try
Daly
-Eng
el
et a
l. (2
012)
27
1
General Introduction
3
Sp
hyrn
a le
win
i (S
callo
ped
ham
mer
head
sh
ark)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
E
Aust
ralia
, In
done
sia
mtD
NA
NAD
H4
and
8 m
sats
Gen
etic
stru
ctur
e be
twee
n In
done
sia a
nd E
Au
stra
lia b
ased
on
mtD
NA
(pai
rwise
F S
T(mito
)=0.
388-
0.07
3) b
ut n
ot m
sats
. Re
sults
indi
cate
fem
ale
philo
patr
y
Ove
nden
et
al.
(201
1)
Sp
hyrn
a le
win
i sp
. (S
callo
ped
ham
mer
head
sp
.)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
an
d co
asta
l)
High
W
Aus
tral
ia, N
Au
stra
lia,
Indo
nesia
mtD
NA
CR a
nd 3
m
sats
No
gene
tic st
ruct
ure
Ove
nden
et
al.
(200
9)
Ca
rcha
rhin
us
acro
notu
s (B
lack
nose
sh
ark)
E At
lant
ic
Oce
an, t
ropi
cal
and
subt
ropi
cal
wat
ers
Pela
gic
(coa
stal
) Hi
gh
W G
ulf o
f Mex
ico,
E
Gul
f of M
exic
o,
Atla
ntic
US
coas
t, Ba
ham
as, S
Gul
f of
Mex
ico
mtD
NA
CR a
nd 2
3 m
sats
Ove
rall Φ
ST (m
ito)=
0.23
3, o
vera
ll F S
T(msa
t)=0
.015
. All
regi
ons d
iver
ged
afte
r LG
M. S
Gul
f of M
exic
o m
ight
hav
e re
pres
ente
d a
glac
ial r
efug
e
Port
noy
et
al. (
2014
)
Ca
rcha
rhin
us
obsc
urus
(D
usky
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(coa
stal
) Hi
gh
3 re
gion
s: W
At
lant
ic (U
SA),
Sout
h Af
rica,
Au
stra
lia
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
W
Atla
ntic
Oce
an, S
outh
Afr
ica
and
Aust
ralia
re
gion
s (Φ
ST(m
ito)=
0.55
). N
o ge
netic
st
ruct
ure
with
in re
gion
s
Bena
vide
s et
al.
(201
1)
Ca
rcha
rhin
us
obsc
urus
(D
usky
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(coa
stal
) Hi
gh
W A
ustr
alia
, E
Aust
ralia
, In
done
sia
mtD
NA
CR a
nd 4
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Indo
nesia
and
W A
ustr
alia
bas
ed o
n m
tDN
A (Φ
ST(m
ito)=
0.19
1) b
ut n
ot m
sats
. Re
sults
sugg
est f
emal
e ph
ilopa
try
Ove
nden
et
al.
(200
9)
Ca
rcha
rhin
us
brev
ipin
na
(Spi
nner
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers.
Abs
ent
from
the
E Pa
cific
Oce
an
Pela
gic
and
dem
ersa
l (c
oast
al)
High
So
uth
Afric
a, N
Au
stra
lia, E
Au
stra
lia
mtD
NA
NAD
H4
Ove
rall Φ
ST(m
ito)=
0.01
6. G
enet
ic st
ruct
ure
betw
een
Sout
h Af
rica
and
Aust
ralia
(p
airw
ise Φ
ST (m
ito)=
0.02
7-0.
035,
and
so
me
evid
ence
of s
truc
ture
with
in A
ustr
alia
(p
airw
ise Φ
ST(m
ito)=
0.00
7-0.
013)
Ger
aght
y et
al.
(201
3)
Chapter 1
28
1
4
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Ca
rcha
rhin
us
limba
tus
(Bla
cktip
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
and
dem
ersa
l (c
oast
al)
High
Ha
wai
i, Ph
ilipi
nes,
E
Aust
ralia
, W
Aust
ralia
, Ind
ia,
Sout
h Af
rica,
Si
erra
Leo
ne.
Com
paris
on w
ith
sam
ples
from
Ke
eney
et a
l. (2
003)
; Kee
ney
et
al. (
2005
)
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.61
2. S
tron
g ge
netic
st
ruct
ure
betw
een
ocea
n ba
sins,
and
w
ithin
the
Atla
ntic
Oce
an. N
o ge
netic
st
ruct
ure
with
in th
e Pa
cific
Oce
an.
Taxo
nom
ic u
ncer
tain
ty a
bout
W A
tlant
ic C
. lim
batu
s
Keen
ey
and
Heist
(2
006)
Ca
rcha
rhin
us
limba
tus
(Bla
cktip
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
and
dem
ersa
l (c
oast
al)
High
Br
azil,
and
co
mpa
rison
with
sa
mpl
es fr
om
Keen
eyan
d He
ist
(200
6); K
eene
y et
al
. (20
05)
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
(ΦST
(mito
)=0.
64)
betw
een
Braz
il an
d sa
mpl
es fr
om K
eene
y et
al.
(200
3). D
iver
genc
e es
timat
ed ~
1.38
M
ya (M
iddl
e Pl
eist
ocen
e)
Sodr
é et
al
. (20
12)
Ca
rcha
rhin
us
limba
tus
(Bla
cktip
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
and
dem
ersa
l (c
oast
al)
High
N
W A
tlant
ic
Oce
an, G
ulf o
f M
exic
o, Y
ucat
an
peni
nsul
a (M
exic
o), B
elize
(a
ll nu
rser
y ar
eas)
mtD
NA
CR a
nd 8
m
sats
Ove
rall Φ
ST(m
ito)=
0.35
, ove
rall
F ST(m
sat)
=0.0
07. R
esul
ts su
gges
t fem
ale
philo
patr
y
Keen
ey e
t al
. (20
05)
Ca
rcha
rhin
us
mel
anop
teru
s (B
lack
tip
reef
shar
k)
Trop
ical
In
dian
, W a
nd
C Pa
cific
O
cean
s, a
nd
the
E M
edite
rran
ean
Sea
Pela
gic
and
dem
ersa
l (c
oast
al)
Lim
ited
5 Fr
ench
Po
lyne
sian
atol
ls (M
oore
a,
Tetia
roa,
Ra
ngiro
a,
Faka
hina
, Mar
ia)
11 m
sats
G
enet
ic st
ruct
ure
betw
een
all l
ocat
ions
(p
airw
ise F
ST(m
sat)
=0.0
25-0
.148
). Fe
mal
e ph
ilopa
try
sugg
este
d fr
om c
lust
erin
g an
alys
is of
sexe
d sa
mpl
es
Vign
aud
et
al. (
2013
)
Ca
rcha
rhin
us
plum
beus
(S
andb
ar sh
ark)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
and
bent
hic
(coa
stal
an
d oc
eani
c)
High
Ha
wai
i, Ta
iwan
, E
Aust
ralia
, W
Aust
ralia
, W
Atla
ntic
Oce
an
mtD
NA
CR a
nd 8
m
sats
Ove
rall Φ
ST(m
ito)=
0.56
5, o
vera
ll F S
T(msa
t)=0
.050
. Str
ong
gene
tic st
ruct
ure
betw
een
ocea
n ba
sins b
ased
on
mtD
NA
and
msa
ts. G
enet
ic st
ruct
ure
with
in o
cean
ba
sins b
ased
on
mtD
NA
but n
ot m
sats
(w
ith th
e ex
cept
ion
of H
awai
i). D
iver
genc
e be
twee
n At
lant
ic-P
acifi
c O
cean
s, a
nd o
f Ha
wai
i est
imat
ed d
urin
g M
iddl
e Pl
eist
ocen
e. E
vide
nce
of c
onte
mpo
rary
m
ale,
but
not
fem
ale,
gen
e flo
w
Port
noy
et
al. (
2010
)
29
1
General Introduction
5
Ca
rcha
rhin
us
sorr
ah
(Spo
t-ta
il sh
ark)
Indi
an a
nd W
Pa
cific
Oce
ans,
tr
opic
al w
ater
s
Pela
gic
and
dem
ersa
l (c
oast
al)
Lim
ited
W A
ustr
alia
, N
Aust
ralia
, E
Aust
ralia
, In
done
sia
mtD
NA
CR a
nd 5
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Aust
ralia
n an
d In
done
sian
sam
ples
bas
ed
on m
tDN
A (p
airw
ise Φ
ST(m
ito)=
0.75
1-0.
903)
and
msa
ts (p
airw
ise F
ST(m
sat)=
0.38
-0.
047)
Ove
nden
et
al.
(200
9)
Ca
rcha
rhin
us
sorr
ah
(Spo
t-ta
il sh
ark)
Indi
an a
nd W
Pa
cific
Oce
ans,
tr
opic
al w
ater
s
Pela
gic
and
dem
ersa
l (c
oast
al)
Lim
ited
W A
ustr
alia
, N
Aust
ralia
, E
Aust
ralia
, Cor
al
Sea,
Phi
lippi
nes,
Ta
iwai
n,
Indo
nesia
, Th
aila
nd, I
ndia
, Ar
abia
n G
ulf,
Red
Sea,
Ken
ya
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.73
. Sig
nific
ant g
enet
ic
stru
ctur
e ac
ross
stre
tche
s of d
eep
wat
er,
part
icul
arly
the
Indo
nesia
n Th
roug
hflo
w-
Tim
or P
assa
ge a
nd th
e Co
ral S
ea
Gile
s et a
l. (2
014)
Ca
rcha
rhin
us
ambo
inen
sis
(Pig
-eye
shar
k)
Indo
-W P
acifi
c re
gion
, E
Atla
ntic
O
cean
, M
edite
rra-
nean
Dem
ersa
l (c
oast
al)
Inte
rme-
diat
e W
Aus
tral
ia, N
Au
stra
lia, E
Au
stra
lia, A
rabi
an
Sea,
Sou
th A
fric
a
mtD
NA
CR a
nd
NAD
H4, 4
m
sats
and
nu
clea
r RA
G1
Ove
rall Φ
ST(m
ito)=
0.02
2, o
vera
ll F S
T(msa
t)=N
S. IB
D su
ppor
ted
base
d on
m
tDN
A bu
t not
msa
ts. I
sola
tion
acro
ss
Sund
a/Sa
hul S
helf
durin
g Pl
eist
ocen
e pe
riods
of l
ow se
a le
vels,
follo
wed
by
seco
ndar
y in
trog
ress
ion
durin
g w
arm
er
perio
ds
Tille
tt e
t al
. (20
11)
Ca
rcha
rhin
us
leuc
as
(Bul
l sha
rk)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Dem
ersa
l (c
oast
al
and
fres
hwat
er)
Inte
rme-
diat
e E
Flor
ida,
Gul
f of
Mex
ico,
Bra
zil
mtD
NA
CR a
nd 5
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Braz
il an
d al
l oth
er lo
catio
ns b
ased
on
mtD
NA
(ΦST
(mito
)=0.
8) b
ut n
ot m
sats
. Res
ults
su
gges
t fem
ale
philo
patr
y
Karl
et a
l. (2
010)
Ca
rcha
rhin
us
leuc
as
(Bul
l sha
rk)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Dem
ersa
l (c
oast
al
and
fres
hwat
er)
Lim
ited
13 N
Aus
tral
ia
river
syst
ems
mtD
NA
CR a
nd
NAD
H4,
and
3 m
sats
Ove
rall Φ
ST(m
ito)=
0.07
7, o
vera
ll F S
T(msa
t)=N
S. R
esul
ts su
gges
t fem
ale
philo
patr
y
Tille
tt e
t al
. (20
12)
M
uste
lus
anta
rtic
us
(Aus
tral
ian
gum
my
shar
k)
S Au
stra
lian
wat
ers
Dem
ersa
l (c
oast
al)
Inte
rme-
diat
e 5
loca
tions
ar
ound
Aus
tral
ia
28
allo
zym
e lo
ci a
nd
mtD
NA
RFLP
Gen
etic
stru
ctur
e be
twee
n S
and
N N
ew
Sout
h W
ales
, and
bet
wee
n To
wns
ville
and
ot
her l
ocat
ions
Gar
dner
an
d W
ard
(199
8)
Chapter 1
30
1
6
Ord
er
Spec
ies n
ame
Dis
trib
utio
n H
abita
t Va
gilit
y Sa
mpl
ing
loca
tions
G
enet
ic
mar
kers
Re
sults
Re
fere
nce
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Mus
telu
s sc
hmitt
i (N
arro
wno
se
smoo
th-h
ound
sh
ark)
Ende
mic
to S
W
Atla
ntic
O
cean
, te
mpe
rate
w
ater
s
Dem
ersa
l (c
oast
al)
High
Ri
o de
la P
lata
(B
razil
) and
its
Mar
itim
e Fr
ont
mtD
NA
CytB
N
o ge
netic
stru
ctur
e Pe
reyr
a et
al
. (20
10)
N
egap
rion
acut
iden
s (S
ickl
efin
lem
on
shar
k)
Indi
an, W
and
C
Paci
fic
Oce
ans,
tr
opic
al w
ater
s
Dem
ersa
l (c
oast
al)
Lim
ited
Taiw
an, F
renc
h Po
lyne
sia, N
ew
Cale
doni
a, E
Au
stra
lia, W
Au
stra
lia
mtD
NA
CR a
nd 9
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Taiw
an
and
all o
ther
loca
tions
bas
ed o
n m
tDN
A (Φ
ST(m
ito)=
0.86
). Ta
iwan
and
New
Ca
ledo
nia
not i
nclu
ded
in m
sat a
naly
ses.
G
enet
ic st
ruct
ure
acro
ss re
mai
ning
lo
catio
ns b
ased
on
msa
ts
(θST
(msa
t)=0.
0544
), bu
t not
mtD
NA.
Schu
ltz e
t al
. (20
08)
Rh
izopr
iono
don
lala
ndii
(B
razil
ian
shar
p-no
se sh
ark)
E At
lant
ic
Oce
an, t
ropi
cal
wat
ers
Dem
ersa
l (c
oast
al)
Inte
rme-
diat
e Ca
ribbe
an a
nd S
Br
azil
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
Carib
bean
and
Bra
zilia
n sa
mpl
es
(ΦST(m
ito) =
0.254
)
Men
donç
a et
al.
(201
3)
Rh
izopr
iono
don
poro
sus
(Car
ibbe
an
shar
pnos
e sh
ark)
W A
tlant
ic
Oce
an
Dem
ersa
l (c
oast
al
and
brac
kish
w
ater
)
Inte
rme-
diat
e 9
loca
tions
alo
ng
Braz
ilian
coa
st,
Carib
bean
Sea
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
loca
tions
no
rth
and
sout
h of
the
Equa
toria
l Cur
rent
(Φ
ST(m
ito)=
0.23
7. IB
D su
ppor
ted
Men
donç
a et
al.
(201
1)
Sc
ylio
rhin
us
cani
cula
(S
mal
l-spo
tted
ca
tsha
rk)
Euro
pean
w
ater
s fro
m
Nor
way
to
Sene
gal,
incl
udin
g th
e M
edite
rra-
nean
Sea
. Te
mpe
rate
an
d su
btro
pica
l w
ater
s
Dem
ersa
l (c
oast
al)
Lim
ited
N N
orw
ay, N
UK,
S
UK,
Por
tuga
l, M
edite
rran
ean
Sea,
Ten
erife
mtD
NA
CR a
nd 1
2 m
sats
Ove
rall Φ
ST(m
ito)=
0.30
8, o
vera
ll F S
T(msa
t)=0
.039
. Str
ong
gene
tic st
ruct
ure
betw
een
Med
iterr
anea
n Se
a an
d al
l oth
er
loca
tions
bas
ed o
n m
tDN
A (p
airw
ise
ΦST
(mito
)=0.
209-
0.60
0) a
nd m
sats
(p
airw
ise F
ST(m
sat)=
0.02
8-0.
057)
. Re
colo
niza
tion
afte
r the
LG
M im
plic
ated
in
lack
of g
enet
ic st
ruct
ure
acro
ss th
e At
lant
ic
shel
f. Re
sults
sugg
estiv
e of
fem
ale
philo
patr
y
Gub
ili e
t al
. (20
14)
31
1
General Introduction
7
Tr
iaki
s se
mifa
scia
ta
(Leo
pard
shar
k)
E Pa
cific
, O
rego
n to
M
exic
o
Dem
ersa
l (c
oast
al)
Inte
rme-
diat
e 10
loca
tions
alo
ng
the
coas
t of
Ore
gon
and
Calif
orni
a
mtD
NA
CR a
nd
nucl
ear
inte
r sim
ple
sequ
ence
re
peat
s (IS
SRs)
Gen
etic
stru
ctur
e al
ong
US
coas
t bas
ed o
n m
tDN
A (Φ
ST(m
ito)=
0.0
69) a
nd n
ucle
ar
ISSR
s (Θ
β (IS
SRs)
=0.1
10).
IBD
supp
orte
d fo
r nu
clea
r ISS
Rs b
ut n
ot m
tDN
A. N
o ev
iden
ce
for s
ex-s
peci
fic p
hilo
patr
y
Lew
alle
n et
al.
(200
7)
Ga
leor
hinu
s ga
leus
(T
ope
shar
k)
Circ
umgl
obal
, te
mpe
rate
w
ater
s
Bent
ho-
pela
gic
(coa
stal
)
High
N
E Pa
cific
, SE
Paci
fic, S
W
Paci
fic, S
W
Atla
ntic
and
NE
Atla
ntic
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.84
0. G
reat
er
diffe
renc
e be
twee
n N
E Pa
cific
and
SE
Paci
fic th
an b
etw
een
NE
Paci
fic a
nd U
K in
dica
tes h
istor
ic tr
ans-
Arct
ic g
ene
flow
du
ring
war
mer
Plio
cene
per
iods
Chab
ot
and
Alle
n (2
009)
N
egap
rion
brev
irost
ris
(Lem
on sh
ark)
Subt
ropi
cal W
At
lant
ic, a
nd
smal
l iso
late
d po
pula
tions
in
the
E At
lant
ic
and
E Pa
cific
O
cean
s
Bent
ho-
pela
gic
(coa
stal
)
Inte
rme-
diat
e E
Paci
fic O
cean
, Ba
ham
as, B
razil
, G
uine
a Bi
ssau
mtD
NA
CR a
nd 9
m
sats
Stro
ng g
enet
ic st
ruct
ure
(ΦST
(mito
)=0.
99,
msa
ts n
ot re
port
ed) b
etw
een
Paci
fic a
nd
Atla
ntic
Oce
ans f
ollo
win
g th
e cl
osur
e of
the
Isth
mus
of P
anam
a (~
3.5
Mya
). St
rong
ge
netic
stru
ctur
e w
ithin
Atla
ntic
Oce
an
base
d on
mtD
NA
(ΦST
(mito
)=0.
92) a
nd
msa
ts (θ
ST(m
sat)
=0.4
7)
Schu
ltz e
t al
. (20
08)
Rh
izopr
iono
don
acut
us
(Milk
shar
k)
Sout
h Af
rican
w
ater
s, In
do-
Wes
t Pac
ific
regi
on a
nd N
Au
stra
lian
wat
ers
Bent
ho-
pela
gic
(coa
stal
)
Unk
now
n E
Aust
ralia
, In
done
sia
mtD
NA
NAD
H4
and
6 m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Indo
nesia
and
all
othe
r loc
atio
ns b
ased
on
mtD
NA
(pai
rwise
ΦST
(mito
)=0.
568-
0.63
4)
and
msa
ts (p
airw
ise F
ST(m
sat)=
0.16
7-0.
222)
Ove
nden
et
al.
(201
1)
Tr
iaen
odon
ob
esus
(W
hite
tip re
ef
shar
k)
Trop
ical
and
su
btro
pica
l w
ater
s of t
he
Indi
an a
nd
Paci
fic O
cean
s.
Bent
ho-
pela
gic
(coa
stal
)
Lim
ited
Japa
n, E
Indi
an
Oce
an, I
ndon
esia
, Si
ngap
ore,
Gua
m
(W P
acifi
c), N
E Au
stra
lia,
Mar
ques
as
Isla
nds (
C Pa
cific
), Pa
lmyr
a (C
Pa
cific
), Ha
wai
i, Co
cos I
sland
(E
Paci
fic),
Paci
fic
Cost
a Ri
ca
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
(ΦST
(mito
)=0.
336)
and
with
in o
cean
bas
ins
(ΦST
(mito
)=0.
336)
, but
hig
h co
nnec
tivity
am
ong
C Pa
cific
Isla
nds.
IBD
supp
orte
d.
Mid
dle
Plei
stoc
ene
expa
nsio
n fr
om a
co
mm
on In
do-W
Pac
ific
ance
stor
su
gges
ted.
Isol
atio
n be
twee
n In
dian
and
Pa
cific
Oce
ans d
urin
g Pl
eist
ocen
e pe
riods
of
low
sea
leve
l
Whi
tney
et
al. (
2012
)
Chapter 1
32
1
8
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Glyp
his g
lyph
is (S
pear
toot
h sh
ark)
N A
ustr
alia
an
d S
Papu
a N
ew G
uine
a,
river
s
Rive
rs
Lim
ited
3 riv
er d
rain
ages
in
N A
ustr
alia
M
G O
vera
ll Φ
ST(m
ito)=
0.28
3. S
tron
g ge
netic
st
ruct
ure
betw
een
all t
hree
rive
r dra
inag
es
(pai
rwise
ΦST
(mito
)=0.
178-
0.53
1)
Feut
ry e
t al
. (20
14)
Lam
nifo
rmes
Al
opia
s pe
lagi
cus
(Pel
agic
th
resh
er sh
ark)
Indi
an a
nd
Paci
fic O
cean
s,
trop
ical
and
su
btro
pica
l w
ater
s
Pela
gic
(oce
anic
) Hi
gh
Sout
hern
Ca
lifor
nia
(USA
), G
ulf o
f Cal
iforn
ia,
Paci
fic C
osta
Ric
a,
Paci
fic C
olom
bia,
G
alap
agos
Isl.,
Cl
ippe
rton
Isl.,
Ha
wai
i, Ta
iwan
mtD
NA
COX1
and
7
msa
ts
Two
reci
proc
ally
mon
ophy
letic
cla
des,
one
pr
esen
t in
all s
ampl
ing
loca
tions
, one
onl
y in
Haw
aii a
nd th
e E
Paci
fic O
cean
. Cla
des
wer
e sig
nific
antly
diff
eren
t bas
ed o
n m
sats
. G
enet
ic st
ruct
ure
betw
een
all l
ocat
ions
ba
sed
on m
tDN
A (p
airw
ise Φ
ST(m
ito)
0.06
2–0.
896)
, but
onl
y be
twee
n th
e W
Pa
cific
and
all
othe
r loc
atio
ns b
ased
on
msa
ts (p
airw
ise F
ST(m
sat)=
0.02
-0.0
75)
Card
eños
a et
al.
(201
4)
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
con
cen-
trat
ions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
4 M
edite
r-ra
nean
in
divi
dual
s,
com
paris
on w
ith
sam
ples
from
Jo
rgen
sen
et a
l. (2
010)
mtD
NA
CR
Med
iterr
anea
n ha
plot
ypes
show
gre
ater
sim
ilarit
y to
Indi
an a
nd P
acifi
c O
cean
s tha
n At
lant
ic O
cean
hap
loty
pes.
Anc
estr
al
conn
ectio
n du
ring
Mid
dle
Plei
stoc
ene
Gub
ili e
t al
. (20
11)
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
con
cen-
trat
ions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
W A
ustr
alia
, S
Aust
ralia
, E
Aust
ralia
, Ta
sman
ia.
Com
paris
on to
se
quen
ces f
rom
Pa
rdin
i et a
l. 20
01, J
orge
nsen
et
al.
2010
and
Gu
bili
et a
l. 20
10
mtD
NA
CR a
nd 6
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
W a
nd E
Au
stra
lia b
ased
on
mtD
NA
(ΦST
(mito
)=0.
142)
and
to a
less
er e
xten
t on
msa
ts (F
ST(m
sat)
=0.0
09).
Evid
ence
of
spor
adic
tran
s-At
lant
ic d
isper
sal b
ased
on
mtD
NA
hapl
otyp
es
Blow
er e
t al
. (20
12)
33
1
General Introduction
8
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
Ca
rcha
rhin
iform
es
Glyp
his g
lyph
is (S
pear
toot
h sh
ark)
N A
ustr
alia
an
d S
Papu
a N
ew G
uine
a,
river
s
Rive
rs
Lim
ited
3 riv
er d
rain
ages
in
N A
ustr
alia
M
G O
vera
ll Φ
ST(m
ito)=
0.28
3. S
tron
g ge
netic
st
ruct
ure
betw
een
all t
hree
rive
r dra
inag
es
(pai
rwise
ΦST
(mito
)=0.
178-
0.53
1)
Feut
ry e
t al
. (20
14)
Lam
nifo
rmes
Al
opia
s pe
lagi
cus
(Pel
agic
th
resh
er sh
ark)
Indi
an a
nd
Paci
fic O
cean
s,
trop
ical
and
su
btro
pica
l w
ater
s
Pela
gic
(oce
anic
) Hi
gh
Sout
hern
Ca
lifor
nia
(USA
), G
ulf o
f Cal
iforn
ia,
Paci
fic C
osta
Ric
a,
Paci
fic C
olom
bia,
G
alap
agos
Isl.,
Cl
ippe
rton
Isl.,
Ha
wai
i, Ta
iwan
mtD
NA
COX1
and
7
msa
ts
Two
reci
proc
ally
mon
ophy
letic
cla
des,
one
pr
esen
t in
all s
ampl
ing
loca
tions
, one
onl
y in
Haw
aii a
nd th
e E
Paci
fic O
cean
. Cla
des
wer
e sig
nific
antly
diff
eren
t bas
ed o
n m
sats
. G
enet
ic st
ruct
ure
betw
een
all l
ocat
ions
ba
sed
on m
tDN
A (p
airw
ise Φ
ST(m
ito)
0.06
2–0.
896)
, but
onl
y be
twee
n th
e W
Pa
cific
and
all
othe
r loc
atio
ns b
ased
on
msa
ts (p
airw
ise F
ST(m
sat)=
0.02
-0.0
75)
Card
eños
a et
al.
(201
4)
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
con
cen-
trat
ions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
4 M
edite
r-ra
nean
in
divi
dual
s,
com
paris
on w
ith
sam
ples
from
Jo
rgen
sen
et a
l. (2
010)
mtD
NA
CR
Med
iterr
anea
n ha
plot
ypes
show
gre
ater
sim
ilarit
y to
Indi
an a
nd P
acifi
c O
cean
s tha
n At
lant
ic O
cean
hap
loty
pes.
Anc
estr
al
conn
ectio
n du
ring
Mid
dle
Plei
stoc
ene
Gub
ili e
t al
. (20
11)
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
con
cen-
trat
ions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
W A
ustr
alia
, S
Aust
ralia
, E
Aust
ralia
, Ta
sman
ia.
Com
paris
on to
se
quen
ces f
rom
Pa
rdin
i et a
l. 20
01, J
orge
nsen
et
al.
2010
and
Gu
bili
et a
l. 20
10
mtD
NA
CR a
nd 6
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
W a
nd E
Au
stra
lia b
ased
on
mtD
NA
(ΦST
(mito
)=0.
142)
and
to a
less
er e
xten
t on
msa
ts (F
ST(m
sat)
=0.0
09).
Evid
ence
of
spor
adic
tran
s-At
lant
ic d
isper
sal b
ased
on
mtD
NA
hapl
otyp
es
Blow
er e
t al
. (20
12)
9
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
co
ncen
tra-
tions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
NE
Paci
fic,
Aust
ralia
/New
Ze
alan
d, S
outh
Af
rica
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
all
loca
tions
(pai
rwise
FST
(mito
)=0.
68-0
.97)
. An
cest
ral c
onne
ctio
n be
twee
n N
E Pa
cific
an
d Au
stra
lia/N
ew Z
eala
nd d
ated
to th
e La
te P
leist
ocen
e
Jorg
ense
n et
al.
(201
0)
Ca
rcha
rodo
n ca
rcha
rias
(Whi
te sh
ark)
Circ
umgo
bal
with
co
ncen
tra-
tions
in
tem
pera
te
coas
tal o
cean
s
Pela
gic
(oce
anic
) Hi
gh
Aust
ralia
, New
Ze
alan
d, S
outh
Af
rica
mtD
NA
CR a
nd 5
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
Sout
h Af
rica
and
othe
r loc
atio
ns b
ased
on
mtD
NA
(pai
rwise
FST
(mito
)=0.
810-
0.89
0) b
ut n
ot
msa
ts. R
esul
ts su
gges
t fem
ale
philo
patr
y
Pard
ini e
t al
. (20
01)
Ce
torh
inus
m
axim
us
(Bas
king
shar
k)
Circ
umgl
obal
, te
mpe
rate
w
ater
s
Pela
gic
(oce
anic
) Hi
gh
Med
iterr
anea
n Se
a, N
W A
tlant
ic,
NE
Atla
ntic
, In
dian
and
W
Paci
fic O
cean
s
mtD
NA
CR
No
gene
tic st
ruct
ure
Hoel
zel e
t al
. (20
06)
Is
urus
ox
yrin
chus
(S
hort
fin m
ako)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
) Hi
gh
N A
tlant
ic, S
At
lant
ic, N
Pac
ific,
S
Paci
fic, S
outh
Af
rica
Re-
anal
ysis
of
RFLP
dat
a fr
om
Heist
et
al. (
1996
) an
d 4
msa
ts
Lim
ited
gene
tic st
ruct
ure
base
d on
msa
ts.
Com
paris
on to
mtD
NA
from
Hei
st e
t al.
(199
6) in
dica
tes f
emal
e ph
ilopa
try
Schr
ey a
nd
Heist
(2
003)
Ca
rcha
rias
taur
us
(Gre
y nu
rse
shar
k)
Trop
ical
and
su
btro
pica
l w
ater
s, e
xcep
t th
e E
Paci
fic
Oce
an
Pela
gic
and
dem
ersa
l (c
oast
al)
Inte
rme-
diat
e E
Aust
ralia
, Jap
an,
W A
ustr
alia
, So
uth
Afric
a, N
W
Atla
ntic
, Bra
zil
mtD
NA
CR a
nd 6
m
sats
Stro
ng g
enet
ic st
ruct
ure
betw
een
all
loca
tions
bas
ed o
n m
tDN
A (p
airw
ise
F ST(m
ito)=
0.16
3-1.
000)
and
msa
ts (p
airw
ise
F ST(m
sat)=
0.03
2-0.
669)
. Pai
rwise
co
mpa
rison
s with
in A
tlant
ic O
cean
NS.
Sh
ared
hap
loty
pes b
etw
een
Braz
il an
d So
uth
Afric
a in
dica
tes a
rela
tivel
y re
cent
(P
leist
ocen
e) c
onne
ctio
n
Ahon
en e
t al
. (20
09)
Chapter 1
34
1
10
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
O
rect
olob
iform
es
Rhin
codo
n ty
pus
(Wha
le sh
ark)
Ci
rcum
glob
al,
trop
ical
and
su
btro
pica
l w
ater
s
Pela
gic
(oce
anic
) Hi
gh
W A
ustr
alia
, NW
Pa
cific
, NE
Pacf
ic,
W In
dian
Oce
an,
NW
Atla
ntic
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.10
7. S
tron
g ge
netic
di
ffere
ntia
tion
betw
een
Atla
ntic
, Ind
ian
and
Paci
fic O
cean
s. H
igh
conn
ectiv
ity
with
in o
cean
bas
ins.
Pos
sible
disp
ersa
l be
twee
n At
lant
ic a
nd In
dian
Oce
ans d
urin
g hi
atus
of c
old
Beng
uela
upw
ellin
g du
ring
the
Plei
stoc
ene
Cast
ro e
t al
. (20
07)
Rh
inco
don
typu
s (W
hale
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
) Hi
gh
Red
Sea,
Se
yche
lles,
M
ozam
biqu
e, W
Au
stra
lia, G
ulf o
f Ca
lifor
nia,
Gul
f of
Mex
ico,
Mal
dive
s Is
l., P
hilip
pine
s
mtD
NA
CR a
nd 1
4 m
sats
Ove
rall Φ
ST(m
ito)=
0.07
5, o
vera
ll F S
T(msa
t)=0
.021
. Str
ong
gene
tic st
ruct
ure
betw
een
Indo
-Pac
ific
and
Atla
ntic
po
pula
tions
for m
tDN
A (p
airw
ise
ΦST
(mito
)=0.
194-
0.35
1) a
nd m
sats
(p
airw
ise F
ST(m
sat)=
0.01
3-0.
030)
. No
gene
tic st
ruct
ure
with
in o
cean
bas
ins
Vign
aud
et
al. (
2014
)
St
egos
tom
a fa
scia
tum
(Z
ebra
shar
k)
Indo
-W P
acifi
c re
gion
De
mer
sal
and
bent
hic
(coa
stal
)
Inte
rme-
diat
e Au
stra
lia, P
apua
N
ew G
uine
a,
Indo
nesia
, Bo
rneo
, Tha
iland
, Ja
pan,
Sou
th
Afric
a
mtD
NA
NAD
H4
and
13
msa
ts
Ove
rall Φ
ST(m
ito)=
0.53
9, o
vera
ll F S
T(msa
t)=0
.061
. The
Indo
nesia
n Th
roug
hflo
w-T
imor
Pas
sage
mig
ht a
ct a
s a
barr
ier t
o di
sper
sal
Dudg
eon
et a
l. (2
009)
Gi
ngly
mos
tom
a ci
rrat
um (N
urse
sh
ark)
Atla
ntic
and
Ea
ster
n Pa
cific
O
cean
s,
trop
ical
wat
ers
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
Gul
f of M
exic
o,
Baha
mas
, Bel
ize,
2 of
fsho
re
Braz
ilian
Isl.
mtD
NA
CR a
nd 8
m
sats
Ove
rall
F ST(m
ito)=
0.78
2, o
vera
ll F S
T(msa
t)=N
R. S
tron
g ge
netic
stru
ctur
e be
twee
n Br
azil
and
all o
ther
sam
ples
bas
ed
on m
tDN
A (F
ST(m
ito)=
0.10
9-0.
334)
and
m
sats
(FST
(msa
t)=0.
009-
0.03
0)
Karl
et a
l. (2
011)
Myl
ioba
tifor
mes
Ae
toba
tus
narin
ari (
Whi
te-
spot
ted
eagl
e ra
y)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic,
de
mer
sal
and
bent
hic
(coa
stal
)
Unk
now
n E
Paci
fic O
cean
, Ha
wai
i, In
done
sia,
Sout
h Ch
ina
Sea,
Ja
pan,
E A
tlant
ic
Oce
an
mtD
NA
CytB
and
CO
X1, a
nd
nucl
ear
ITS2
E Pa
cific
, Atla
ntic
and
oth
er P
acifi
c sa
mpl
es
cons
ist o
f rec
ipro
cally
mon
ophy
letic
lin
eage
s, p
roba
bly
repr
esen
ting
thre
e se
para
te (s
ub)s
peci
es. D
iver
genc
es
estim
ated
bet
wee
n 5.
7 an
d 3.
4 M
ya
Rich
ards
et
al. (
2009
)
35
1
General Introduction
10
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
O
rect
olob
iform
es
Rhin
codo
n ty
pus
(Wha
le sh
ark)
Ci
rcum
glob
al,
trop
ical
and
su
btro
pica
l w
ater
s
Pela
gic
(oce
anic
) Hi
gh
W A
ustr
alia
, NW
Pa
cific
, NE
Pacf
ic,
W In
dian
Oce
an,
NW
Atla
ntic
mtD
NA
CR
Ove
rall Φ
ST(m
ito)=
0.10
7. S
tron
g ge
netic
di
ffere
ntia
tion
betw
een
Atla
ntic
, Ind
ian
and
Paci
fic O
cean
s. H
igh
conn
ectiv
ity
with
in o
cean
bas
ins.
Pos
sible
disp
ersa
l be
twee
n At
lant
ic a
nd In
dian
Oce
ans d
urin
g hi
atus
of c
old
Beng
uela
upw
ellin
g du
ring
the
Plei
stoc
ene
Cast
ro e
t al
. (20
07)
Rh
inco
don
typu
s (W
hale
shar
k)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic
(oce
anic
) Hi
gh
Red
Sea,
Se
yche
lles,
M
ozam
biqu
e, W
Au
stra
lia, G
ulf o
f Ca
lifor
nia,
Gul
f of
Mex
ico,
Mal
dive
s Is
l., P
hilip
pine
s
mtD
NA
CR a
nd 1
4 m
sats
Ove
rall Φ
ST(m
ito)=
0.07
5, o
vera
ll F S
T(msa
t)=0
.021
. Str
ong
gene
tic st
ruct
ure
betw
een
Indo
-Pac
ific
and
Atla
ntic
po
pula
tions
for m
tDN
A (p
airw
ise
ΦST
(mito
)=0.
194-
0.35
1) a
nd m
sats
(p
airw
ise F
ST(m
sat)=
0.01
3-0.
030)
. No
gene
tic st
ruct
ure
with
in o
cean
bas
ins
Vign
aud
et
al. (
2014
)
St
egos
tom
a fa
scia
tum
(Z
ebra
shar
k)
Indo
-W P
acifi
c re
gion
De
mer
sal
and
bent
hic
(coa
stal
)
Inte
rme-
diat
e Au
stra
lia, P
apua
N
ew G
uine
a,
Indo
nesia
, Bo
rneo
, Tha
iland
, Ja
pan,
Sou
th
Afric
a
mtD
NA
NAD
H4
and
13
msa
ts
Ove
rall Φ
ST(m
ito)=
0.53
9, o
vera
ll F S
T(msa
t)=0
.061
. The
Indo
nesia
n Th
roug
hflo
w-T
imor
Pas
sage
mig
ht a
ct a
s a
barr
ier t
o di
sper
sal
Dudg
eon
et a
l. (2
009)
Gi
ngly
mos
tom
a ci
rrat
um (N
urse
sh
ark)
Atla
ntic
and
Ea
ster
n Pa
cific
O
cean
s,
trop
ical
wat
ers
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
Gul
f of M
exic
o,
Baha
mas
, Bel
ize,
2 of
fsho
re
Braz
ilian
Isl.
mtD
NA
CR a
nd 8
m
sats
Ove
rall
F ST(m
ito)=
0.78
2, o
vera
ll F S
T(msa
t)=N
R. S
tron
g ge
netic
stru
ctur
e be
twee
n Br
azil
and
all o
ther
sam
ples
bas
ed
on m
tDN
A (F
ST(m
ito)=
0.10
9-0.
334)
and
m
sats
(FST
(msa
t)=0.
009-
0.03
0)
Karl
et a
l. (2
011)
Myl
ioba
tifor
mes
Ae
toba
tus
narin
ari (
Whi
te-
spot
ted
eagl
e ra
y)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic,
de
mer
sal
and
bent
hic
(coa
stal
)
Unk
now
n E
Paci
fic O
cean
, Ha
wai
i, In
done
sia,
Sout
h Ch
ina
Sea,
Ja
pan,
E A
tlant
ic
Oce
an
mtD
NA
CytB
and
CO
X1, a
nd
nucl
ear
ITS2
E Pa
cific
, Atla
ntic
and
oth
er P
acifi
c sa
mpl
es
cons
ist o
f rec
ipro
cally
mon
ophy
letic
lin
eage
s, p
roba
bly
repr
esen
ting
thre
e se
para
te (s
ub)s
peci
es. D
iver
genc
es
estim
ated
bet
wee
n 5.
7 an
d 3.
4 M
ya
Rich
ards
et
al. (
2009
)
11
Ae
toba
tus
narin
ari (
Whi
te-
spot
ted
eagl
e ra
y)
Circ
umgl
obal
, tr
opic
al a
nd
subt
ropi
cal
wat
ers
Pela
gic,
de
mer
sal
and
bent
hic
(coa
stal
)
Unk
now
n W
Aus
tral
ia, N
Au
stra
lia, E
Au
stra
lia,
Indo
nesia
, M
alay
sia,
Thai
land
, Sou
th
Chin
a Se
a, H
ong
Kong
, Tai
wan
, Ja
pan,
Sou
th
Afric
a, P
uert
o Ri
co, F
lorid
a.
Com
paris
on to
sa
mpl
es fr
om
Rich
ards
et a
l. 20
09
mtD
NA
CytB
and
N
ADH4
Ove
rall Φ
ST(m
ito)=
0.82
and
0.9
4, C
ytB
and
NAD
H4 re
spec
tivel
y. L
imite
d co
nnec
tivity
be
twee
n Ea
st C
hina
Sea
, Sou
thea
st A
sia
and
Aust
ralia
. Pos
sible
cry
ptic
spec
iatio
n du
ring
Late
/Mid
dle
Plei
stoc
ene
is th
ough
t to
resu
lt fr
om li
mite
d di
sper
sal,
rath
er th
an
vica
rianc
e ac
ross
Ple
istoc
ene
barr
iers
to
disp
ersa
l
Schl
uess
el
et a
l. (2
010)
Da
syat
is ak
ajei
(R
ed st
ingr
ay)
NW
Pac
ific
Oce
an, t
ropi
cal
and
subt
ropi
cal
wat
ers
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Unk
now
n Ja
pan,
and
6
loca
tions
alo
ng
the
coas
t of C
hina
207
AFLP
lo
ci
Ove
rall Φ
ST(A
FLP)
=0.0
58. G
enet
ic st
ruct
ure
betw
een
all s
ampl
ing
loca
tions
(pai
rwise
F S
T(AFL
P)=0
.046
-0.1
15)
Li e
t al.
(201
3)
Za
pter
yx
exas
pera
ta
(Ban
ded
guita
rfish
)
E Pa
cific
O
cean
, tro
pica
l an
d su
btro
pica
l w
ater
s
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
NE
and
SE G
ulf o
f Ca
lifor
nia,
and
N
W a
nd C
W B
aja
Peni
nsul
a (P
acifi
c O
cean
)
mtD
NA
NAD
H2
and
CR
Ove
rall Φ
ST(m
ito)=
0.16
0 an
d 0.
42 fo
r N
ADH2
and
CR
resp
ectiv
ely.
Gen
etic
st
ruct
ure
betw
een
Gul
f of C
alifo
rnia
(p
airw
ise Φ
ST(m
ito)=
0.20
9-0.
337
and
0.39
1-0.
481
for N
ADH2
and
CR
resp
ectiv
ely)
Cast
illo-
Paez
et a
l. (2
014)
Rh
inop
tera
st
eind
achn
eri
(Gol
den
cow
nose
ray)
E Pa
cific
O
cean
, tro
pica
l an
d su
btro
pica
l w
ater
s
Pela
gic,
de
mer
sal
and
bent
hic
(coa
stal
)
High
G
ulf o
f Cal
iforn
ia,
Paci
fic M
exic
o m
tDN
A N
ADH2
O
vera
ll Φ
ST(m
ito)=
0.97
2. P
ossib
le c
rypt
ic
spec
iatio
n be
twee
n th
e G
ulf o
f Cal
iforn
ia
and
the
Paci
fic O
cean
Sand
oval
-Ca
still
o an
d Ro
cha-
Oliv
ares
(2
011)
Chapter 1
36
1
12
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
M
ylio
batif
orm
es
Dasy
atis
brev
icau
data
(S
hort
-tai
led
stin
gray
)
Sout
hern
He
misp
here
, te
mpe
rate
w
ater
s
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
New
Zea
land
, W
Aust
ralia
, E
Aust
ralia
and
So
uth
Afric
a
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
New
Ze
alan
d, A
ustr
alia
and
Sou
th A
fric
a re
gion
s (Φ
ST(m
ito)=
0.67
0). I
BD su
ppor
ted.
Di
sper
sal b
etw
een
Aust
ralia
and
New
Ze
alan
d du
e to
low
sea
leve
ls du
ring
LGM
. So
uth
Afric
a lin
eage
div
erge
d ea
rlier
, du
ring
Mid
dle
Plei
stoc
ene
Le P
ort
and
Lave
ry
(201
2)
N
eotr
ygon
kuh
lii
(Blu
e-sp
otte
d m
askr
ay)
Indo
-W P
acifi
c re
gion
, tr
opic
al w
ater
s
Bent
hic
(coa
stal
) Li
mite
d 26
loca
tions
in
the
Cora
l Tria
ngle
m
tDN
A CO
X1
7 di
stin
ct c
lade
s with
exc
lusiv
e ge
ogra
phic
di
strib
utio
ns (Φ
ST(m
ito)=
0.65
5). S
tron
g ge
netic
stru
ctur
e be
twee
n po
pula
tions
w
ithin
cla
des (Φ
ST(m
ito)=
0.24
7)
Arly
za e
t al
. (20
13)
U
roba
tis h
alle
ri
(Rou
nd st
ingr
ay)
E Pa
cific
, O
rego
n to
Pa
nam
a
Bent
hic
(coa
stal
) Li
mite
d Co
asta
l Cal
iforn
ia,
Cata
lina
Isl.
(Cal
iforn
ia) a
nd
the
Gul
f of
Calif
orni
a
7 m
sats
G
enet
ic st
ruct
ure
betw
een
Cata
lina
Isl.
and
othe
r loc
atio
ns. D
eep
wat
er m
ight
act
as a
ba
rrie
r to
gene
flow
Plan
k et
al.
(201
0)
Prist
iform
es
Rhin
obat
os
prod
uctu
s (S
hove
lnos
e gu
itarf
ish)
E Pa
cific
O
cean
, su
btro
pica
l w
ater
s
Bent
hic
(coa
stal
) Li
mite
d G
ulf o
f Cal
iforn
ia,
Paci
fic M
exic
o m
tDN
A CR
O
vera
ll Φ
ST(m
ito)=
0.63
. Pos
sible
cry
ptic
sp
ecia
tion
betw
een
the
Gul
f of C
alifo
rnia
an
d Pa
cific
Mex
ico.
Div
erge
nce
estim
ated
ar
ound
3.1
Mya
Sand
oval
-Ca
still
o et
al
. (20
04)
Rajif
orm
es
Ambl
yraj
a ra
diat
a
(Tho
rny
skat
e)
N A
tlant
ic
Oce
an, N
orth
Se
a, B
altic
Sea
Bent
hic
(coa
stal
) Li
mite
d N
ewfo
undl
and,
W
Icel
and,
N
Icel
and,
E Ic
elan
d,
Nor
th S
ea,
Katt
egat
, W
Nor
way
mtD
NA
CytB
O
vera
ll θ(
mito
)=0.
019.
Gen
etic
stru
ctur
e be
twee
n Ka
tteg
at a
nd m
ost o
ther
loca
tions
(p
airw
ise θ
(mito
)=0.
037-
0.10
1). N
o ge
netic
st
ruct
ure
afte
r rem
oval
of K
atte
gat
sam
ples
. LG
M h
ad li
ttle
effe
ct o
n ge
netic
st
ruct
ure
Chev
olot
et
al.
(200
7)
37
1
General Introduction
12
Ord
er
Spec
ies n
ame
Dist
ribut
ion
Hab
itat
Vagi
lity
Sam
plin
g lo
catio
ns
Gen
etic
m
arke
rs
Resu
lts
Refe
renc
e
(Com
mon
na
me)
M
ylio
batif
orm
es
Dasy
atis
brev
icau
data
(S
hort
-tai
led
stin
gray
)
Sout
hern
He
misp
here
, te
mpe
rate
w
ater
s
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
New
Zea
land
, W
Aust
ralia
, E
Aust
ralia
and
So
uth
Afric
a
mtD
NA
CR
Stro
ng g
enet
ic st
ruct
ure
betw
een
New
Ze
alan
d, A
ustr
alia
and
Sou
th A
fric
a re
gion
s (Φ
ST(m
ito)=
0.67
0). I
BD su
ppor
ted.
Di
sper
sal b
etw
een
Aust
ralia
and
New
Ze
alan
d du
e to
low
sea
leve
ls du
ring
LGM
. So
uth
Afric
a lin
eage
div
erge
d ea
rlier
, du
ring
Mid
dle
Plei
stoc
ene
Le P
ort
and
Lave
ry
(201
2)
N
eotr
ygon
kuh
lii
(Blu
e-sp
otte
d m
askr
ay)
Indo
-W P
acifi
c re
gion
, tr
opic
al w
ater
s
Bent
hic
(coa
stal
) Li
mite
d 26
loca
tions
in
the
Cora
l Tria
ngle
m
tDN
A CO
X1
7 di
stin
ct c
lade
s with
exc
lusiv
e ge
ogra
phic
di
strib
utio
ns (Φ
ST(m
ito)=
0.65
5). S
tron
g ge
netic
stru
ctur
e be
twee
n po
pula
tions
w
ithin
cla
des (Φ
ST(m
ito)=
0.24
7)
Arly
za e
t al
. (20
13)
U
roba
tis h
alle
ri
(Rou
nd st
ingr
ay)
E Pa
cific
, O
rego
n to
Pa
nam
a
Bent
hic
(coa
stal
) Li
mite
d Co
asta
l Cal
iforn
ia,
Cata
lina
Isl.
(Cal
iforn
ia) a
nd
the
Gul
f of
Calif
orni
a
7 m
sats
G
enet
ic st
ruct
ure
betw
een
Cata
lina
Isl.
and
othe
r loc
atio
ns. D
eep
wat
er m
ight
act
as a
ba
rrie
r to
gene
flow
Plan
k et
al.
(201
0)
Prist
iform
es
Rhin
obat
os
prod
uctu
s (S
hove
lnos
e gu
itarf
ish)
E Pa
cific
O
cean
, su
btro
pica
l w
ater
s
Bent
hic
(coa
stal
) Li
mite
d G
ulf o
f Cal
iforn
ia,
Paci
fic M
exic
o m
tDN
A CR
O
vera
ll Φ
ST(m
ito)=
0.63
. Pos
sible
cry
ptic
sp
ecia
tion
betw
een
the
Gul
f of C
alifo
rnia
an
d Pa
cific
Mex
ico.
Div
erge
nce
estim
ated
ar
ound
3.1
Mya
Sand
oval
-Ca
still
o et
al
. (20
04)
Rajif
orm
es
Ambl
yraj
a ra
diat
a
(Tho
rny
skat
e)
N A
tlant
ic
Oce
an, N
orth
Se
a, B
altic
Sea
Bent
hic
(coa
stal
) Li
mite
d N
ewfo
undl
and,
W
Icel
and,
N
Icel
and,
E Ic
elan
d,
Nor
th S
ea,
Katt
egat
, W
Nor
way
mtD
NA
CytB
O
vera
ll θ(
mito
)=0.
019.
Gen
etic
stru
ctur
e be
twee
n Ka
tteg
at a
nd m
ost o
ther
loca
tions
(p
airw
ise θ
(mito
)=0.
037-
0.10
1). N
o ge
netic
st
ruct
ure
afte
r rem
oval
of K
atte
gat
sam
ples
. LG
M h
ad li
ttle
effe
ct o
n ge
netic
st
ruct
ure
Chev
olot
et
al.
(200
7)
13
Ra
ja c
lava
ta
(Tho
rnba
ck ra
y)
E At
lant
ic
Oce
an,
Med
iterr
a-ne
an S
ea,
Blac
k Se
a.
Unc
erta
in
taxo
nom
ic
stat
us in
Sou
th
Afric
a an
d W
In
dian
Oce
an
Dem
ersa
l an
d be
nthi
c (c
oast
al)
Lim
ited
Nor
th S
ea/E
nglis
h Ch
anne
l/Iris
h Se
a,
Gul
f of B
iscay
, Po
rtug
al
Med
iterr
anea
n Se
a, B
lack
Sea
an
d Az
ores
Is
land
s
mtD
NA
CytB
and
5
msa
ts
Ove
rall
θ(m
ito)=
0.34
8, o
vera
ll θ(
msa
ts)=
0.04
7. P
airw
ise c
ompa
rison
s su
gges
t gen
etic
stru
ctur
e be
twee
n Az
ores
Is
l., A
tlant
ic c
ontin
enta
l she
lf an
d M
edite
rran
ean/
Blac
k Se
a re
gion
s, b
ased
on
both
mtD
NA
and
msa
ts. I
BD su
ppor
ted.
Br
itish
wat
ers a
re se
cond
ary
cont
act z
one,
re
colo
nize
d fr
om th
e Ib
eria
n Pe
nins
ula/
Azor
es Is
l. re
gion
aft
er th
e LG
M
Chev
olot
et
al.
(200
6)
Squa
lifor
mes
Ce
ntro
scym
nus
crep
idat
er
(Lon
g-no
sed
velv
et d
ogfis
h)
E At
lant
ic,
Indi
an O
cean
, W
Pac
ific,
SE
Paci
fic O
cean
s,
bath
yal (
deep
) w
ater
s
Dem
ersa
l an
d be
nthi
c (d
eep
wat
er)
Unk
now
n At
lant
ic O
cean
, S
Paci
fic O
cean
, Ta
sman
Sea
mtD
NA
CR a
nd 7
m
sats
Gen
etic
stru
ctur
e be
twee
n At
lant
ic a
nd
Paci
fic O
cean
s bas
ed o
n m
sats
(F
ST(m
sat)=
0.05
) but
not
mtD
NA,
due
to th
e pr
esen
ce o
f tw
o de
eply
div
erge
nt m
tDN
A lin
eage
with
equ
al fr
eque
ncie
s in
both
oc
ean
basin
s. A
llopa
tric
div
erge
nce
date
d ~1
5 M
ya (M
ioce
ne).
No
gene
tic st
ruct
ure
with
in o
cean
bas
ins b
ased
on
both
mtD
NA
and
msa
ts
Cunh
a et
al
. (20
12)
Sq
uatin
a ca
lifor
nica
(P
acifi
c an
gel
shar
k)
E Pa
cific
O
cean
, te
mpe
rate
w
ater
s
Bent
hic
Lim
ited
N C
hann
el Is
land
s an
d S
Chan
nel
Isla
nds
(Cal
iforn
ia, U
SA)
7 allo
zym
e lo
ci
Ove
rall
θ(al
lozy
me)
=0.0
82. G
enet
ic
stru
ctur
e be
twee
n N
and
S C
hann
el Is
land
s.
Deep
wat
er m
ay a
ct a
s a b
arrie
r to
disp
ersa
l
Gai
da
(199
7)