| Literature DB >> 35957690 |
Mar Repullés1, Violeta López-Márquez1, José Templado1, Marco Taviani2,3, Annie Machordom1.
Abstract
Population connectivity studies are a useful tool for species management and conservation planning, particular of highly threatened or endangered species. Here, we evaluated the genetic structure and connectivity pattern of the endangered coral Cladocora caespitosa across its entire distribution range in the Mediterranean Sea. Additionally, we examined the relative importance of sexual and asexual reproduction in the studied populations and their genetic diversity. A total of 541 individuals from 20 localities were sampled and analysed with 19 polymorphic microsatellite markers. Of the genotyped individuals, 482 (89%) had unique multilocus genotypes. Clonality percentages of the populations varied from 0% (in eight populations) to nearly 69% (in one population from Crete). A heterozygosity deficit and a high degree of inbreeding was the general trend in our data set. Population differentiation in C. caespitosa was characterised by significant pairwise F ST values with lower ones observed at an intraregional scale and higher ones, between populations from different biogeographic regions. Genetic structure analyses showed that the populations are divided according to the three main sub-basins of the Mediterranean Sea: the Western (Balearic, Ligurian and Tyrrhenian seas), the Central (Adriatic and Ionian seas) and the Eastern (Levantine and Aegean seas), coinciding with previously described gene flow barriers. However, the three easternmost populations were also clearly separated from one another, and a substructure was observed for the other studied areas. An isolation-by-distance pattern was found among, but not within, the three main population groups. This substructure is mediated mainly by dispersal along the coastline and some resistance to larval movement through the open sea. Despite the low dispersal ability and high self-recruitment rate of C. caespitosa, casual dispersive events between regions seem to be enough to maintain the species' considerable genetic diversity. Understanding the population connectivity and structure of this endangered scleractinian coral allows for more informed conservation decision making.Entities:
Keywords: Cladocora caespitosa; asexual reproduction; clones; dispersion; marine connectivity; microsatellites; population structure
Year: 2022 PMID: 35957690 PMCID: PMC9360616 DOI: 10.3389/fgene.2022.889672
Source DB: PubMed Journal: Front Genet ISSN: 1664-8021 Impact factor: 4.772
List of the sampling localities of C. caespitosa. For each location, sub-basin and country are indicated in parentheses. Also provided are the population codes, GPS coordinates and number of samples (N) collected from each locality.
| Location | Code | GPS Coordinates |
|
|---|---|---|---|
| Cabo de Palos, Murcia (Western, Spain) | CDP | 37°37′42.90"N 0°42′7.33"O | 30 |
| Punta Gavina, Formentera (Western, Spain) | GAV | 38°43′6.06"N 1°22′46.68"E | 20 |
| Isla Espardell, Formentera (Western, Spain) | ESP | 38°47′16.55"N 1°28′13.02"E | 31 |
| Puerto Tofiño, Columbretes (Western, Spain) | COL | 39°57′10.93"N 0°41′47.08"E | 31 |
| L’Amtella, Tarragona (Western, Spain) | PUN | 40°50′26.25"N 0°44′58.92"E | 30 |
| Na Macaret, Menorca (Balearic, Spain) | MEN | 40° 0′58.09"N 4°12′10.21"E | 21 |
| Palau (Tyrrhenian, Italy) | PAL | 41°11"15.40"N 9°23"2.99"E | 18 |
| Bonassola (Ligurian, Italy) | BON | 44°10′50.42"N 9°34′53.71"E | 20 |
| Framura (Ligurian, Italy) | BON | 44°12′2.79"N 9°33′8.95"E | 9 |
| Porto Cesareo (Ionian, Italy) | POC | 40°11′ 715″N 17° 55′ 077″E | 35 |
| San Foca, Otranto (Adriatic, Italy) | OTR | 40° 06′ 554″N 18° 31′ 153″E | 35 |
| Torre Guaceto (Adriatic, Italy) | TOG | 40° 42′ 999″N 17° 48′ 003″E | 35 |
| Tremiti Island (Adriatic, Italy) | TRE | 42° 8.315′ N 15° 31.437′ E | 35 |
| Porec (Adriatic, Croatia) | POR | 45°13′53.15"N 13°35′16.36"E | 14 |
| Kornati (Adriatic, Croatia) | KOR | 43° 916′ 118″N 15° 146′ 881″E | 35 |
| Boka Kotorska (Adriatic, Montenegro) | BOK | 42° 23′ 252″N 18° 34′ 178″E | 34 |
| Crete (Cretan, Greece) | CRE | 35° 1′46.38"N 24°39′2.00"E | 16 |
| Nea Peramos (Aegean, Greece) | NEA | 40° 49′31.9"N 24°20′01.9"E | 31 |
| Liopetri (Levantine, Cyprus) | LIO | 34° 57′30.2"N 33°54′05.7"E | 31 |
| Kryo Nero (Levantine, Cyprus) | KRY | 34° 58′57.0"N 34°01′00.8"E | 30 |
FIGURE 1Map showing the locations of the sampled populations of C. caespitosa in the Mediterranean Sea. The main barriers detected in our analyses are indicated in red: MC, Mallorca Channel; BF; Balearic Front; SC, Sicily Channel and AEG, Aegeant Front (Ruiz et al., 2009; Pascual et al., 2017). Pie diagrams show a summary of the STRUCTURE results for K = 7 (colours as in Figure 5), in terms of the proportion of the identified genetic clusters assigned to each site.
FIGURE 5Population differentiation in C. caespitosa according to a DAPC analysis of (A) all populations or (B) only the western Mediterranean populations.
Genotypic diversity of the analysed populations of C. caespitosa based on 19 microsatellites. N, number of polyps (colonies) sampled; N , number of unique multilocus genotypes per site; N /N, genotypic richness; G , observed genotypic diversity; G /N , genotypic evenness; G , expected genotypic diversity(N); G /G , genotypic diversity and the D index.
| Pop |
|
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|
| CDP | 30 | 30 | 1 | 30 | 1 | 30 | 1 | 1 |
| GAV | 20 | 19 | 0.95 | 18.18 | 0.96 | 20 | 0.91 | 0.99 |
| ESP | 31 | 28 | 0.90 | 24.64 | 0.88 | 31 | 0.80 | 0.99 |
| COL | 31 | 31 | 1 | 31 | 1 | 31 | 1 | 1 |
| PUN | 30 | 26 | 0.87 | 23.68 | 0.91 | 30 | 0.79 | 0.99 |
| MEN | 21 | 13 | 0.62 | 6.58 | 0.51 | 21 | 0.31 | 0.89 |
| PAL | 18 | 18 | 1 | 18 | 1 | 18 | 1 | 1 |
| BON | 29 | 27 | 0.93 | 25.48 | 0.94 | 29 | 0.88 | 0.99 |
| POC | 35 | 31 | 0.89 | 26.06 | 0.84 | 35 | 0.75 | 0.99 |
| OTR | 35 | 35 | 1 | 35 | 1 | 35 | 1 | 1 |
| TOG | 35 | 35 | 1 | 35 | 1 | 35 | 1 | 1 |
| TRE | 35 | 35 | 1 | 35 | 1 | 35 | 1 | 1 |
| POR | 14 | 14 | 1 | 14 | 1 | 14 | 1 | 1 |
| KOR | 35 | 34 | 0.97 | 33.10 | 0.97 | 35 | 0.95 | 0.99 |
| BOK | 34 | 33 | 0.97 | 32.11 | 0.97 | 34 | 0.94 | 0.99 |
| CRE | 16 | 5 | 0.31 | 4.13 | 0.82 | 16 | 0.26 | 0.81 |
| NEA | 31 | 31 | 1 | 31 | 1 | 31 | 1 | 1 |
| LIO | 31 | 11 | 0.35 | 2.33 | 0.21 | 31 | 0.08 | 0.58 |
| KRY | 30 | 26 | 0.87 | 22.50 | 0.86 | 30 | 0.75 | 0.98 |
Genetic diversity and effective population size estimates for the 18 analysed populations of C. caespitosa. N , standardised number of alleles; H , observed heterozygosity; H , expected heterozygosity; F , inbreeding coefficient; N , effective population size. *populations that are not in HWE.
| Pop |
|
|
|
|
|
|---|---|---|---|---|---|
| CDP | 4.672 | 0.530 | 0.565 | 0.051* | 319.9 |
| GAV | 4.278 | 0.538 | 0.563 | 0.042 | 233.9 |
| ESP | 4.242 | 0.501 | 0.563 | 0.118* | 83.2 |
| COL | 4.232 | 0.477 | 0.533 | 0.097* | 33.5 |
| PUN | 4.359 | 0.508 | 0.550 | 0.095* | 96.6 |
| MEN | 4.056 | 0.509 | 0.524 | 0.043 | 4.9 |
| PAL | 4.561 | 0.532 | 0.599 | 0.118* | 300.7 |
| BON | 4.697 | 0.532 | 0.597 | 0.161* | Infinite |
| POC | 4.429 | 0.539 | 0.568 | 0.061* | 19.8 |
| OTR | 4.758 | 0.507 | 0.542 | 0.069* | 65.2 |
| TOG | 4.535 | 0.503 | 0.542 | 0.069* | Infinite |
| TRE | 4.758 | 0.526 | 0.571 | 0.065* | 110.7 |
| POR | 4.455 | 0.516 | 0.563 | 0.085* | 15.0 |
| KOR | 4.616 | 0.532 | 0.587 | 0.088* | Infinite |
| BOK | 4.621 | 0.506 | 0.559 | 0.101* | 76.8 |
| NEA | 4.859 | 0.544 | 0.587 | 0.072* | Infinite |
| LIO | 3.167 | 0.587 | 0.496 | −0.195* | 0.4 |
| KRY | 4.116 | 0.510 | 0.563 | 0.130* | 4.9 |
| Mean | 4.412 | 0.522 | 0.560 | 0.072 | — |
FIGURE 2Matrix of pairwise F comparisons between populations of C. caespitosa.
Pairwise F values for the analysed populations of C. caespitosa (lower diagonal).
| CDP | GAV | ESP | COL | PUN | MEN | PAL | BON | POC | OTR | TOG | TRE | POR | KOR | BOK | NEA | LIO | KRY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CDP |
| 0 | 0.019 | 0 | 0 | 0.083 | 0.075 | 0.059 | 0.086 | 0.103 | 0.1 | 0.071 | 0.051 | 0.099 | 0.105 | 0.174 | 0.260 | 0.198 |
| GAV | 0 |
| 0.008 | 0.005 | 0.005 | 0.051 | 0.052 | 0.038 | 0.075 | 0.101 | 0.103 | 0.069 | 0.062 | 0.096 | 0.095 | 0.147 | 0.263 | 0.162 |
| ESP |
| 0.0038 |
| 0.031 | 0.022 | 0.086 | 0.082 | 0.050 | 0.101 | 0.112 | 0.126 | 0.102 | 0.086 | 0.118 | 0.127 | 0.170 | 0.246 | 0.203 |
| COL | 0 | 0.0028 |
|
| 0.007 | 0.087 | 0.105 | 0.079 | 0.087 | 0.097 | 0.100 | 0.084 | 0.063 | 0.093 | 0.118 | 0.195 | 0.279 | 0.183 |
| PUN | 0 | 0.0028 | 0.009 | 0.003 |
| 0.095 | 0.102 | 0.085 | 0.094 | 0.108 | 0.117 | 0.090 | 0.075 | 0.117 | 0.133 | 0.209 | 0.271 | 0.236 |
| MEN |
|
|
|
|
|
| 0.054 | 0.059 | 0.120 | 0.121 | 0.127 | 0.127 | 0.096 | 0.129 | 0.151 | 0.197 | 0.261 | 0.158 |
| PAL |
|
|
|
|
|
|
| 0.027 | 0.080 | 0.103 | 0.076 | 0.074 | 0.055 | 0.067 | 0.098 | 0.094 | 0.169 | 0.134 |
| BON |
|
|
|
|
|
| 0.01 |
| 0.096 | 0.093 | 0.110 | 0.093 | 0.054 | 0.086 | 0.113 | 0.142 | 0.211 | 0.158 |
| POC |
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| 0.011 | 0.027 | 0.036 | 0.036 | 0.080 | 0.039 | 0.093 | 0.231 | 0.151 |
| OTR |
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|
|
|
|
|
| 0.006 |
| 0.006 | 0.018 | 0.041 | 0.075 | 0.016 | 0.123 | 0.243 | 0.172 |
| TOG |
|
|
|
|
|
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|
|
| 0.004 |
| 0.009 | 0.021 | 0.073 | 0.032 | 0.116 | 0.264 | 0.170 |
| TRE |
|
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| 0.005 |
| 0.016 | 0.059 | 0.027 | 0.109 | 0.239 | 0.172 |
| POR |
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|
|
| 0.007 | 0.005 |
| 0.052 | 0.065 | 0.147 | 0.218 | 0.198 |
| KOR |
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| 0.071 | 0.124 | 0.217 | 0.149 |
| BOK |
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| 0.005 |
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| 0.111 | 0.268 | 0.175 |
| NEA |
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| 0.228 | 0.144 |
| LIO |
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| 0.228 |
| KRY |
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Significant values are in bold (p < 0.05). F' values are shown in the upper diagonal.
FIGURE 3Results of the Principal Coordinates Analysis (PCoA) used to detect clustering of the populations of C. caespitosa on the basis of F values. The first axis explains 31.8% of the variation, and the second, 23.56% of the variation.
FIGURE 4STRUCTURE results selected by Clumpak for the 18 analysed populations of C. caespitosa for (A) K = 3 and (B) K = 7. (C) Results for only the western Mediterranean populations for K = 3.
AMOVA for the 18 analysed populations of C. caespitosa considering (A) three or (B) seven groups. p values for all of the results in both analyses were significant (p < 0.0001).
| Source of Variation | d.f | Sum of Squares | Variance Components | Percentage of Variation |
|---|---|---|---|---|
| (A) Among groups | 2 | 96.224 | 0.12891 | 2.84 |
| Among populations within groups | 15 | 153.617 | 0.11335 | 2.49 |
| Within populations | 936 | 4026.192 | 4.30149 | 94.67 |
| Total | 953 | 4276.034 | 4.54376 | — |
| (B) Among groups | 6 | 179.889 | 0.19975 | 4.40 |
| Among populations within groups | 11 | 69.953 | 0.03848 | 0.85 |
| Within populations | 936 | 4026.192 | 4.30149 | 94.75 |
| Total | 953 | 4276.034 | 4.53972 | — |
First generation migrant test for C. caespitosa. For each population (see acronyms in Table 1), individuals are presented according to their sampling site in rows, and in columns, to their origin.
| Origin | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| POP | CDP | GAV | ESP | COL | PUN | MEN | PAL | BON | POC | OTR | TOG | TRE | POR | KOR | BOK | NEA | LIO | KRY | Total |
| CDP | — | — | — | — | — | — | — | — | — | 1 | — | — | — | — | — | — | — | — | 1 |
| GAV | 1 | — | — | — | 1 | — | — | — | — | — | — | — | — | — | — | — | — | — | 2 |
| ESP | 2 | 2 | — | — | 1 | 1 | — | — | — | — | — | — | — | — | 1 | 1 | — | — | 8 |
| COL | 2 | — | — | — | 1 | 1 | — | 1 | — | — | — | — | — | — | — | — | — | — | 5 |
| PUN | — | — | — | 1 | — | — | — | 1 | 1 | 1 | — | — | — | — | — | — | 4 | ||
| MEN | 2 | 1 | — | — | — | — | — | 1 | — | — | 1 | — | — | — | — | — | — | — | 5 |
| PAL | — | — | — | — | 1 | — | — | 1 | — | — | — | — | — | 1 | — | — | — | — | 3 |
| BON | 2 | 1 | — | — | — | — | 1 | — | — | — | — | — | — | — | — | — | — | — | 4 |
| POC | — | — | — | — | — | — | — | — | — | — | 1 | 1 | — | 1 | 1 | — | — | — | 4 |
| OTR | — | — | — | — | — | — | — | — | 2 | — | — | — | — | 1 | 1 | — | — | — | 4 |
| TOG | — | — | — | — | — | 1 | — | — | — | 1 | — | 1 | — | — | — | 1 | — | — | 4 |
| TRE | — | — | — | 1 | 1 | — | — | 1 | — | — | — | 1 | — | 1 | — | — | — | 5 | |
| POR | — | — | — | — | — | — | — | — | 1 | — | 2 | 1 | — | — | — | — | — | 4 | |
| KOR | — | — | — | — | 1 | — | — | — | 1 | 1 | 1 | 2 | — | — | — | — | — | 6 | |
| BOK | — | — | — | — | — | — | — | — | — | 1 | 1 | 1 | — | — | — | — | — | 3 | |
| NEA | 1 | — | — | — | — | — | — | 1 | 1 | — | — | — | — | — | 1 | — | — | — | 4 |
| LIO | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 1 | 1 |
| KRY | — | — | — | — | — | — | — | — | 2 | — | — | — | — | — | 1 | — | 1 | — | 4 |
| Total | 10 | 4 | — | 2 | 6 | 3 | 1 | 5 | 9 | 4 | 5 | 5 | 4 | 3 | 6 | 2 | 1 | 1 | |
Bottleneck analysis results for the analysed populations of C. caespitosa.
| Sign Test | Wilcoxon Test | Mode Shift | |||||
|---|---|---|---|---|---|---|---|
| IAM | SMM | TPM | IAM | SMM | TPM | ||
| CDP | 0.23112 |
| 0.53546 |
| 0.98288 | 0.46614 | Normal |
| GAV |
| 0.31129 | 0.05764 |
| 0.63314 |
| Normal |
| ESP |
| 0.31652 | 0.47442 |
| 0.90181 | 0.28992 | Normal |
| COL | 0.22302 |
| 0.33052 | 0.23415 | 0.99088 | 0.73869 | Normal |
| PUN | 0.10110 |
| 0.33920 |
| 0.98075 | 0.43252 | Normal |
| MEN | 0.31287 | 0.40186 | 0.35531 | 0.06618 | 0.79812 | 0.51839 | Normal |
| PAL | 0.13159 | 0.53566 | 0.30376 |
| 0.50000 | 0.07076 | Normal |
| BON | 0.05388 | 0.29483 | 0.51086 |
| 0.86774 | 0.15190 | Normal |
| POC |
| 0.07945 | 0.52037 |
| 0.81539 | 0.14186 | Normal |
| OTR | 0.11330 |
| 0.51491 | 0.14186 | 0.99088 | 0.61699 | Normal |
| TOG | 0.31066 |
| 0.12158 |
| 0.98474 | 0.64405 | Normal |
| TRE | 0.10957 |
| 0.51748 |
| 0.92298 | 0.41586 | Normal |
| POR | 0.46105 | 0.06859 | 0.18705 | 0.09819 | 0.95512 | 0.56748 | Normal |
| KOR | 0.12798 |
| 0.51569 |
| 0.97586 | 0.63314 | Normal |
| BOK | 0.28149 | 0.26926 | 0.51297 | 0.14186 | 0.89393 | 0.69527 | Normal |
| NEA | 0.14254 |
| 0.30314 | 0.06487 | 0.99720 | 0.64906 | Normal |
| LIO |
| 0.13288 | 0.09412 |
|
|
|
|
| KRY | 0.42720 | 0.13931 | 0.51549 |
| 0.94581 | 0.50000 | Normal |
The two statistical tests, Sign and Wilcoxon sign-rank, were conducted under three mutation models: infinite alleles (IAM), stepwise mutation (SMM) and two-phase mutation (TPM). Significant values are in bold. Mode shift is also indicated.