Conserv Genet (2012) 13:1677–1683
DOI 10.1007/s10592-012-0406-2
SHORT COMMUNICATION
Testing for hybridization and assessing genetic diversity
in Morelet’s crocodile (Crocodylus moreletii) populations
from central Veracruz
Ricardo González-Trujillo • David Rodriguez •
Alberto González-Romero • Michael R. J. Forstner
Llewellyn D. Densmore III • Vı́ctor Hugo Reynoso
•
Received: 6 March 2012 / Accepted: 25 August 2012 / Published online: 26 September 2012
Ó Springer Science+Business Media B.V. 2012
Abstract Among the loss of genetic diversity due to
population declines, population fragmentation and habitat
loss, hybridization also stands as a threat to Morelet’s
crocodile (Crocodylus moreletii) populations. Genetic
surveys in Belize and the Yucatan Peninsula have detected
evidence of hybridization with the American crocodile
(C. acutus). Admixture between these two species is most
likely driven by human-mediated translocations. Along the
central gulf coast of Mexico, C. moreletii populations are
presumed to be purebred. To test this, we use nine
microsatellite loci and sequence data from the mitochondrial control region to detect if C. acutus alleles have introgressed into populations of C. moreletii from central
Veracruz. In 2010, C. moreletii was transferred from
Electronic supplementary material The online version of this
article (doi:10.1007/s10592-012-0406-2) contains supplementary
material, which is available to authorized users.
R. González-Trujillo A. González-Romero
Red de Biologı́a y Conservación de Vertebrados, Instituto de
Ecologı́a A.C., AP 63, 91070 Xalapa, Veracruz, Mexico
D. Rodriguez
Department of Ecology and Evolutionary Biology, Cornell
University, Ithaca, NY 14853-2701, USA
M. R. J. Forstner
Department of Biology, Texas State University-San Marcos,
San Marcos, TX 78666, USA
L. D. Densmore III
Department of Biological Sciences, Texas Tech University,
Lubbock, TX 79409-3131, USA
V. H. Reynoso (&)
Departamento de Zoologı́a, Instituto de Biologı́a, Universidad
Nacional Autónoma de México, 04510 Mexico, DF, Mexico
e-mail: vreynoso@ibiologia.unam.mx
Appendix I to II of CITES based on a whole species
demographic analysis, which indicated that populations
had recovered across its range. Our study shows that
populations in central Veracruz are purebred, although they
exhibit low levels of genetic diversity most likely caused
by inbreeding. Our data also suggest there is fragmentation
among populations of C. moreletii, which may lead to
further loss of genetic variation. Due the purity and low
genetic diversity of C. moreletii populations from central
Veracruz, we recommend increased protection and active
management practices that take genetic data into account.
Keywords Morelet’s crocodile Microsatellites
mtDNA Hybridization Introgression Genetic diversity
Mexico
Introduction
Human-mediated hybridization, loss of genetic diversity,
small population sizes, and loss of gene flow because of
decreased habitat connectivity, are major threats to Morelet’s crocodile populations (Cedeño-Vázquez et al. 2008;
Rodriguez et al. 2008). Hybridization is a natural phenomenon that contributes to evolutionary processes such as
speciation; however, in recent years, anthropogenic factors
have disrupted natural breeding barriers facilitating contact
among allopatric species (Olden et al. 2004; Shaddick et al.
2011). Species translocations, a common practice among
wildlife managers, can threaten the purity of local populations (Rodriguez et al. 2008) by increasing the probability
of hybridization and introgression. Translocations can
produce hybrid swarms, which can lead to genetic extinction of the parental species (Rhymer and Simberloff 1996;
Schlaepfer et al. 2005). Hybrids present a further threat
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because they can compete for the same ecological resources as the parental species (Chunco et al. 2012).
When working with endangered species there is no official policy guideline for dealing with hybrids (Allendorf
et al. 2004), and management strategies depend on whether
the hybrids arose naturally or due to anthropogenic factors.
For example, Rodriguez et al. (2011) suggested removing
hybrids from the wild when they resulted from escaped
heterospecific individuals. In practice, Mexican environmental agencies do not remove hybrids that have arisen
through natural hybridization among sympatric species
(Sánchez et al. 2011). They do relocate non-natural hybrids
and confiscated crocodiles to Units of Management for Wild
Life Conservation (UMAs) to prevent adverse effects on
populations of native fauna (SEMARNAT 2012). This has
resulted in the pooling of animals of mixed genetic ancestry
coming from unknown sites. UMAs are not always secure
and escapes have occurred in the past (Villegas and Reynoso
2010). Therefore, tests for hybridization should be a standard
part of management plans for crocodile populations.
Species within the genus Crocodylus are known to
readily hybridize in captivity (Fitzsimmons et al. 2002;
Weaver et al. 2008). Morelet’s crocodile (Crocodylus
moreletii) and the American crocodile (C. acutus), which
are sympatric in the Yucatan Peninsula and Belize, have
been shown to hybridize in the wild despite preferring
different habitats (Ray et al. 2004; Cedeño-Vázquez et al.
2008; Machkour-M’Rabet et al. 2009; Rodriguez et al.
2008). Hekkala (2004) suggested that the hybrid zone is
localized in Belize, but other studies using mitochondrial
DNA (Cedeño-Vázquez et al. 2008) and microsatellites
(Rodriguez et al. 2008) reported that hybrids were also
detected in the Yucatan Peninsula. Furthermore, it is possible that marine currents around the Yucatán Peninsula
could also push C. acutus individuals to other areas where
only C. moreletii is found, increasing the hybridization area
between both species (Machkour-M’Rabet et al. 2009).
Because hybridization and translocations are common in
Mexico, we expect that the hybridization zone is larger than
previously thought, but without detailed sampling along the
western Gulf coast of Mexico, namely Veracruz and Tamaulipas, we cannot delineate the boundary of the natural
hybridization zone. In this study, we use both nuclear
(microsatellites) and mitochondrial (control region sequences) markers to test whether C. acutus alleles have introgressed into populations of C. moreletii in central Veracruz.
In addition to hybridization, hunting and population
fragmentation can reduce population sizes enough to
decrease levels of genetic diversity in future generations
and cause bottleneck effects, which may impede genetic
recovery or result in local extinctions. Therefore, we also
estimate genetic diversity among C. moreletii from central
Veracruz to evaluate how hunting pressure and habitat
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Conserv Genet (2012) 13:1677–1683
fragmentation have affected the genetic composition of
crocodiles found there.
Materials and methods
Sample collection
We captured 43 C. moreletii between October 2005 and
December 2006 from five localities in central Veracruz,
Mexico (Fig. 1). These were Casitas (CS), Laguna Chica
(LC), La Mancha (LM), San Julián (SJ), and Colegio de
Posgraduados (CO). We extracted blood from the post-cranial sinus with an ethylenediaminetetraacetic acid (EDTA)treated VacutainerÒ. From each blood sample, we extracted
total genomic DNA using the PUREGENE isolation kit
(Gentra Systems, Minneapolis, MN). We amplified a region
of the mitochondrial genome that included tRNAThr,
tRNAPro, tRNAPhe, and the D-loop. We generated sequence
data and alignments following the methods of CedeñoVázquez et al. (2008). Following the methods of Rodriguez
et al. (2008), we also genotyped each individual using a panel
of nine microsatellite loci to produce a comparable microsatellite allele matrix (Table 1). We performed a power test
with the program R (R Core Team 2012) using a Chi-square
test to assess the quantity of genetic variability per locus
detected in each genetic deme.
Detection of hybrids
To identify potential hybrids between C. moreletii and
C. acutus, we diagnosed species-specific mitochondrial
(mtDNA) haplotypes and compared our sequences to those
previously reported by Cedeño-Vázquez et al. (2008). We
also used microsatellite genotypes and STRUCTURE 2.3.3
(Pritchard et al. 2000) to obtain individual assignment
probabilities (qi) of 43 individuals to C. moreletii or
C. acutus (Rodriguez et al. 2008) by constraining the
number of populations to two (K = 2) and running
1,000,000 iterations after a burn-in of 100,000 iterations.
We used the admixture model of ancestry and averaged
the results from ten independent runs using CLUMPP
(Jakobsson and Rosenberg 2007). To determine whether
individuals were admixed, we used previously established
probability thresholds for C. acutus–C. moreletii hybrids in
the Yucatan Peninsula (Rodriguez et al. 2008), where any
individual exhibiting a qi value less than 0.95 or greater than
0.05 was considered to have admixed ancestry.
Genetic diversity
We used 24 individuals in the estimates of genetic diversity
for central Veracruz, removing hatchlings (n = 20) from CO
Conserv Genet (2012) 13:1677–1683
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Fig. 1 A Barplot of averaged
individual assignment
probabilities (qi) from
microsatellite data analyzed in
STRUCTURE when K = 3,
individuals are grouped by
locality: Casitas (CS), Laguna
Chica (LC), La Mancha (LM),
San Julián (SJ), and Colpos
(CO). B Map of collection
localities (closed circles) with
pie charts proportional to
sample size and mitochondrial
haplotype frequency. Map inset
depicts the natural range of
C. moreletii (vertical lines) and
C. acutus (diagonal lines)
Table 1 Summary microsatellite diversity measures for C. moreletii
from central Veracruz, Mexico (n = 24)
Locus
A/La
HbO/HcE
P vald
C391e
6
0.35/0.61
0.04
e
7
0.46/0.67
0.07
Cj18e
1
0.00/0.00
–
Cj20f
3
0.58/0.67
0.13
Cj109f
3
0.52/0.48
0.87
Cj119e
3
0.37/0.46
0.01
e
2
4
0.14/0.13
0.33/0.47
1.00
0.06
\0.01
Cj16
Cj131
Cu5123e
Cuj131e
4
0.13/0.52
Mean
3.67
0.32/0.44
a
Allelic richness (number of alleles per locus)
b
Heterozygosity observed
c
Heterozygosity expected (gene diversity corrected for sample size,
Nei 1987)
d
e
f
Probability value of HWE exact test (heterozygote deficit)
Fitzsimmons et al. (2001)
Dever and Densmore (2001)
(Fig. 1), as they were most likely half or full-siblings (data
not shown). For mtDNA sequence data, we used DnaSP v5
(Librado and Rozas 2009) to analyze the number of segregating sites (S), nucleotide diversity (p), and haplotype
diversity (h), which was estimated using Fisher’s exact test.
We also performed Tajima’s neutrality test (D) (Tajima
1989) using MEGA v4 (Tamura et al. 2007). For microsatellite data, we estimated observed (HO) and expected heterozygosity (HE) using the program CERVUS 3.0.3
(Kalinowski et al. 2007) and calculated the number of alleles
per locus (A/L) using GenePop 4.0.7 (Rousset 2008). We
also used Genepop to test for Hardy–Weinberg equilibrium
(HWE) using Fisher’s exact test (Guo and Thompson 1992)
and a Markov chain method (Dememorization: 10,000,
Batches: 20, Iterations per batch: 5,000) for each locus and
between loci. We evaluated conformation to HWE using the
heterozygote deficiency alternative hypothesis, because
microsatellites tend to contain null alleles causing homozygote excess. This was previously observed in American
alligator (Alligator mississippiensis) populations (Davis
et al. 2002; Ryberg et al. 2002). To test for the presence of
null alleles we used the maximum likelihood estimation of
null allele frequency and the expectation–maximization
algorithm (Dempster et al. 1977) using Micro-Checker 2.3.3
(Oosterhout et al. 2004). We tested for linkage disequilibrium (LD) by using Fisher’s exact test (Slatkin 1995) with
GenePop.
Population structure
To test for population structure among C. moreletii from
central Veracruz, we inputted the 24 genotypes used in the
estimations of diversity into STRUCTURE. We ran
1,000,000 iterations after a burn-in of 100,000 iterations.
We chose the most appropriate K by evaluating the value of
DK, and the average log likelihood for values of K ranging
from one to six. The results from ten independent runs were
summarized using Structure Harvester (Earl and VonHoldt
2012) and averaged using CLUMPP. To test for a bottleneck, we applied a Wilcoxon sign-rank test on the microsatellite data using the stepwise mutation model (SMM)
and two-phased mutation model (TPM) using Bottleneck
1.2.02, which assumed that all loci match a mutation-drift
equilibrium model (Cornuet and Luikart 1996). Assuming
a random mating strategy, the intrapopulation inbreeding
estimator (RIS) was obtained for each locus using the SMM
(Slatkin 1995; Balloux and Lugon-Moulin 2002) in the
program SPAGeDi 1.3 (Hardy and Vekemans 2002). The
mean value of RIS was used because of the lack of information for earlier generations (Hedrick 1986).
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Results
Discussion
We did not detect introgression of C. acutus mtDNA haplotypes or microsatellite alleles into Veracruz given that all
of the individuals sampled carried C. moreletii haplotypes
and had qi values greater than 0.95 to C. moreletii in modelbased tests of hybridization. In Veracruz, we detected two
C. moreletii haplotypes with two segregating sites (Fig. 1),
low haplotype diversity (h = 0.391, SD = 0.091) and low
nucleotide diversity (p = 0.00164, SD = 0.00038). We
detected haplotypes CmA (frequency = 0.82) and CmC
(frequency = 0.18), which correspond to those previously
reported by Cedeño-Vázquez et al. (2008). CmA is present
in all sampled localities, but CmC was only found in CO
(Fig. 1). In CO, two hatchlings carried haplotype CmC and
17 carried haplotype CmA.
The power test result (1 - b = 0.87) suggests that our
sample size was large enough to detect the allelic diversity in
this population. Eight microsatellite loci were polymorphic,
while locus Cj18 was monomorphic in this population
(Table 1). Allelic richness (A/L) was 3.67 and mean expected
heterozygosity was 0.44 (Table 1). Global tests for deviation
from HWE were significant (P \ 0.0001). Individually, locus
Cj119, Cj16 and Cuj131 were not in HWE most likely owing
to the presence of null alleles (data not shown). An evolutionary force will usually affect all loci not just a few of them
(Dempster et al. 1977), therefore the deficit of heterozygotes
in this case is most likely the result of nonrandom mating
due to inbreeding or population subdivision (Balloux and
Lugon-Moulin 2002). Among all possible pairs of loci combinations seven pairs (19 %) showed significant LD
(P = 0.0003–0.048), indicating recent and rapid population
growth (Slatkin, 1995). In our tests for population structure
using microsatellite genotypes, DK values weakly suggest
three demes, and the mean log likelihood is maximal at K = 3
(Mean LnP(K) = -87; DK = 36). When considering K = 3
as a hypothesis, individuals clustered more or less into groups
by locality (Fig. 1). The value of K is possibly overestimated
when there is deviation from HWE and LD, however
STRUCTURE is usually very robust when these violations are
due to inbreeding or population division (Pritchard et al.
2000). Deficiency of heterozygotes under the SMM may be
caused by a bottleneck that occurred in the sampled population (H deficiency: P = 0.01953, H excess: P = 0.98, H both:
P = 0.04), however demographic records for C. moreletii
(CITES 2010) and the fragmentation suggested in our analyses indicate that the low genetic diversity observed is due to
inbreeding (RIS = 0.287). The observed low heterozygosity
may be indicative of a Wahlund effect caused by population
structure, which is also supported by our K and RIS results.
Hybridization
123
Rodriguez et al. (2008) suggested that hybridization between
C. acutus and C. moreletii is more widespread than suggested
by Hekkala (2004); however, our data indicate that C. acutus
alleles and haplotypes have not introgressed beyond the
central portion of Veracruz. Translocation or natural dispersion of C. acutus or admixed individuals into central
Veracruz is most likely a rare event. Therefore, it is possible
that genetically purebred populations of C. moreletii may
extend from Veracruz to the northern limit of its distribution
in central Tamaulipas (Groombridge 1987). The lack of
haplotype CmC from southern C. moreletii populations
(Cedeño-Vázquez et al. 2008), weak population structure,
and evidence of inbreeding indicate that these populations
have not mixed with C. moreletii that escaped from UMAs.
Although, to verify this it is necessary to test for hybridization in wild populations from southern Tamaulipas and
Veracruz.
Genetic diversity and population structure
In this population, observed heterozygosity (HO = 0.32) is
lower compared to that of other C. moreletii populations and
other crocodylian species (Table 2). Low HO and the positive
value of RIS (0.2772) suggest a deficit of heterozygotes
(Balloux and Lugon-Moulin 2002) due to nonrandom mating.
This result can be attributed to territorial behavior, specific
habitat requirements, or lack of habitat connectivity, which
could cause an inbreeding effect or population subdivision as
suggested by the STRUCTURE analysis. The HO value
appears relatively high considering the population size (Glenn
et al. 1998), however the tendency for high heterozygosity has
been found in small populations with separate sexes (Allendorf
and Luikart 2007). Moreover, in long-lived species like crocodiles, life history traits (i.e. delayed sexual maturity, longevity, and the presence of multiple generations) modulate the
decline of genetic variation even after a possible demographic
bottleneck (Bishop et al. 2009). The number of alleles per locus
in this population (A/L = 3.67; n = 24) is lower than in
A. mississippiensis (A/L = 6.8; n = 28) (Glenn et al. 1998),
C. acutus (A/L = 4.50; n = 19), and other C. moreletii populations from the Yucatan Peninsula (A/L = 4.11; n = 32)
(Rodriguez et al. 2008), which can be attributed to a inbreeding
caused by the loss of habitat and the effects of hunting. Dever
et al. (2002) found high levels of genetic variation (Ho = 0.49;
A/L = 8.0; n = 233) in C. moreletii populations from Belize,
however, these results should be taken with caution because
Conserv Genet (2012) 13:1677–1683
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Table 2 Genetic diversity parameters for three species of crocodylians using different genetic methods
Species
Microsat (Ho/HE)
A. mississippiensis
0.466/0.484
Glenn et al. (1998)
0.694/
Davis et al. (2001)
0.594/0.579
Isberg et al. (2004)
C. moreletii
mtDNA (h)
mtDNA (p)
ISSR
0.31/0.39
Rodriguez et al. (2008)
0–0.795/0–0.737
McVay et al. (2008)
0.656–0.762/
0.32/0.44
C. acutus
Source
Pacheco (2010)
0.391
0.00164
Our study
0.182
0.0003
Stafford et al. (2003)
0.251
0.00072
Ray et al. (2004)
0.51/0.59
Rodriguez et al. (2008)
0.065–0.24
0.45/0.38
C. acutus haplotypes were found in several of these populations (Ray et al. 2004). In that case, introgression may have
artificially increased genetic variation.
The presence of CmA haplotype across the studied
region implies historical gene flow, but the lack of CmB
haplotype (Cedeño et al. 2008) in all localities, the microsatellite data, and the division of the population into three
demes as suggested by the STRUCTURE analysis indicate
that gene flow among populations towards the northern
portion of the distribution of C. moreletii was interrupted
(Fig. 1), hence the central region along the eastern coast of
the Gulf of Mexico appears to be a historical contact zone
between northern and southern populations.
Management implications
Managers should focus on wild purebred populations especially when humans have facilitated hybridization (Allendorf
et al. 2001). To outline areas where purebred populations
exist, it is first necessary to identify contact zones between
species (Fitzsimmons et al. 2002; Rodriguez et al. 2011) and to
describe the extent of genetic introgression using molecular
tools. Hybrids resulting from human-mediated factors should
be removed from the environment when detected. Purebred
crocodile populations that have been subjected to heavy
hunting pressures and are affected by habitat fragmentation
require management strategies focused on increasing genetic
diversity. We suggest that managers genetically evaluate
nearby populations, select purebreds, and then translocate
reproductive individuals to promote genetic connectivity
among populations.
The decision to remove C. moreletii from Appendix I was
based on a Population Viability Analysis (PVA) (CITES
2010) that assumed panmixia across its distributional range.
This does not take into account genetic structure, low adult
migration rates, and social structure. The PVA models treat
Machkour-M0 Rabet et al. (2009)
Rodriguez et al. (2011)
organisms as independent individuals in a homogeneous
environment without considering genetic isolation or recovery at the population level (Lacy and Miller 2002). Based on
our evidence, which clearly shows that demographic
recovery (CITES 2010) does not necessarily imply a concomitant genetic recovery, we suggest that management
authorities should characterize the population genetic structure
across the species range before PVA modeling to define areas
of real interbreeding based on fine-scale genetic and ecological data.
Acknowledgments We thank Blanca Martı́nez-de León, Miguel
Munguı́a, Roger Guevara and Christopher Guibal for their helpful
comments and suggestions on an earlier version of this manuscript.
We thank Jeremy Weaver and Michael Vandewege for lab assistance.
This research was supported with partial funding by a Consejo Nacional de Ciencia y Tecnologı́a (CONACYT) doctoral fellowship (No:
172256) (RGT) and Red de Biologı́a y Conservación de Vertebrados
del Instituto de Ecologı́a, A.C. Field work was conducted under
special collecting permit (SGPA/DGVS/02227 and SGPA/DGVS/
05851/07 to AGR. Molecular analysis were performed in the
Department of Biological Sciences, Texas Tech University, with
funding provided by National Science Foundation grant BSR0444133 (LDD). Samples were donated to the Texas Cooperative
Wildlife Collection, Dept. of Wildlife and Fisheries Sciences, Texas
A&M University, TX from the Colección Nacional de Anfibios y
Reptiles, Instituto de Biologı́a, Universidad Nacional Autónoma de
México, MX (CITES MX-HR-007-MEX. Folio:001).
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