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Ferrari A, Spiga M, Rodriguez MD, Fiorentino F, Gil-Herrera J, Hernandez P, Hidalgo M, Johnstone C, Khemiri S, Mokhtar-Jamaï K, Nadal I, Pérez M, Sammartino S, Vasconcellos M, Cariani A. Matching an Old Marine Paradigm: Limitless Connectivity in a Deep-Water Fish over a Large Distance. Animals (Basel) 2023; 13:2691. [PMID: 37684955 PMCID: PMC10486518 DOI: 10.3390/ani13172691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 08/14/2023] [Accepted: 08/17/2023] [Indexed: 09/10/2023] Open
Abstract
Investigations of population structuring in wild species are fundamental to complete the bigger picture defining their ecological and biological roles in the marine realm, to estimate their recovery capacity triggered by human disturbance and implement more efficient management strategies for fishery resources. The Blackspot Seabream (Pagellus bogaraveo, Brünnich 1768) is a commercially valuable deep-water fish highly exploited over past decades. Considering its exploitation status, deepening the knowledge of intraspecific variability, genetic diversity, and differentiation using high-performing molecular markers is considered an important step for a more effective stock assessment and fishery management. With one of the largest efforts conceived of and completed by countries overlooking the Atlantic and Mediterranean coasts in recent years, a total of 320 individuals were collected from different fishing grounds in the Mediterranean Sea and Atlantic Ocean and analysed using 29 microsatellite loci. We applied multiple statistical approaches to investigate the species' connectivity and population structure across most of its described distribution area. Considering the incomplete knowledge regarding the migratory behaviour of adults, here we suggest the importance of egg and larval dispersal in sustaining the observed genetic connectivity on such a large geographical scale.
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Affiliation(s)
- Alice Ferrari
- Department of Biological, Geological & Environmental Sciences (BiGeA), University of Bologna, 40126 Bologna, Italy; (M.S.); (A.C.)
| | - Martina Spiga
- Department of Biological, Geological & Environmental Sciences (BiGeA), University of Bologna, 40126 Bologna, Italy; (M.S.); (A.C.)
| | | | - Fabio Fiorentino
- Institute for Marine Biological Resources and Biotechnology (IRBIM), National Research Council (CNR), 91026 Trapani, Italy;
- Stazione Zoologica Anton Dorhn, 90149 Palermo, Italy
| | | | - Pilar Hernandez
- Technical Unit for Western Mediterranean, General Fisheries Commission for the Mediterranean (GFCM), Fisheries and Aquaculture Division, Food and Agricultural Organization (FAO) of the United Nations, 29014 Malaga, Spain;
| | - Manuel Hidalgo
- Oceanographic Center of the Balearic Islands, Ecosystem Oceanography Group (GRECO), Spanish Institute of Oceanography (IEO, CSIC), 07015 Palma, Spain;
| | - Carolina Johnstone
- Centro Oceanográfico de Málaga (IEO, CSIC), 29640 Málaga, Spain; (M.D.R.); (C.J.)
| | - Sana Khemiri
- Institut National des Sciences et Technologies de la Mer, Salammbô 2025, Tunisia;
| | - Kenza Mokhtar-Jamaï
- Laboratoire de Génétique des Populations Halieutiques, Institut National de Recherche Halieutique (INRH), Centre Régional d’Agadir, Agadir 80000, Morocco;
| | - Irene Nadal
- Physical Oceanography Group, Instituto de Biotecnología y Desarrollo Azul (IBYDA), Universidad de Málaga, 29071 Málaga, Spain;
| | - Montse Pérez
- AquaCOV, Centro Oceanográfico de Vigo (IEO, CSIC), 36390 Pontevedra, Spain;
| | - Simone Sammartino
- Physical Oceanography Group, Instituto de Ingeniería Oceánica (IIO), Universidad de Málaga, 29071 Málaga, Spain;
| | - Marcelo Vasconcellos
- Fisheries and Aquaculture Division, Food and Agriculture Organization (FAO) of the United Nations, 00153 Rome, Italy;
| | - Alessia Cariani
- Department of Biological, Geological & Environmental Sciences (BiGeA), University of Bologna, 40126 Bologna, Italy; (M.S.); (A.C.)
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Characterization of 25 new microsatellite markers for the green turtle (Chelonia mydas) and cross-species amplification in other marine turtle species. Mol Biol Rep 2023; 50:4145-4154. [PMID: 36877349 DOI: 10.1007/s11033-023-08341-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 02/15/2023] [Indexed: 03/07/2023]
Abstract
BACKGROUND The green sea turtle, Chelonia mydas, is a migratory species with a strong natal homing behavior leading to a complex population structure worldwide. The species has suffered severe declines in local populations; it is therefore crucial to understand its population dynamics and genetic structure to adopt appropriate management policies. Here, we describe the development of 25 new microsatellite markers specific to C. mydas and suitable for these analyses. METHODS AND RESULTS They were tested on 107 specimens from French Polynesia. An average allelic diversity of 8 alleles per locus was reported and observed heterozygosity ranged from 0.187 to 0.860. Ten loci were significantly deviant from the Hardy-Weinberg equilibrium, and 16 loci showed a moderate to high level of linkage disequilibrium (4-22%). The overall Fis was positive (0.034, p-value < 0.001), and sibship analysis revealed 12 half- or full-sibling dyads, suggesting possible inbreeding in this population. Cross-amplification tests were performed on two other marine turtle species, Caretta caretta and Eretmochelys imbricata. All loci successfully amplified on these two species, though 1 to 5 loci were monomorphic. CONCLUSION These new markers will not only be relevant for further analyses on the population structure of the green turtle and the two other species, but they will also be invaluable for parentage studies, for which a high number of polymorphic loci are necessary. This can provide important insight into male reproductive behavior and migration, an aspect of sea turtle biology that is of critical importance for the conservation of the species.
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Salis P, Peyran C, Morage T, de Bernard S, Nourikyan J, Coupé S, Bunet R, Planes S. RNA-Seq comparative study reveals molecular effectors linked to the resistance of Pinna nobilis to Haplosporidium pinnae parasite. Sci Rep 2022; 12:21229. [PMID: 36482098 PMCID: PMC9731998 DOI: 10.1038/s41598-022-25555-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 11/30/2022] [Indexed: 12/13/2022] Open
Abstract
With the intensification of maritime traffic, recently emerged infectious diseases have become major drivers in the decline and extinction of species. Since 2016, mass mortality events have decimated the endemic Mediterranean Sea bivalve Pinna nobilis, affecting ca. 100% of individuals. These events have largely been driven by Haplosporidium pinnae's infection, an invasive species which was likely introduced by shipping. While monitoring wild populations of P. nobilis, we observed individuals that survived such a mass mortality event during the summer of 2018 (France). We considered these individuals resistant, as they did not show any symptoms of the disease, while the rest of the population in the area was devastated. Furthermore, the parasite was not detected when we conducted a PCR amplification of a species-specific fragment of the small subunit ribosomal DNA. In parallel, the transcriptomic analysis showed evidence of some parasite RNA indicating that the resistant individuals had been exposed to the parasite without proliferating. To understand the underlying mechanisms of resistance in these individuals, we compared their gene expression with that of susceptible individuals. We performed de novo transcriptome assembly and annotated the expressed genes. A comparison of the transcriptomes in resistant and susceptible individuals highlighted a gene expression signature of the resistant phenotype. We found significant differential expressions of genes involved in immunity and cell architecture. This data provides the first insights into how individuals escape the pathogenicity associated with infection.
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Affiliation(s)
- Pauline Salis
- PSL Research University: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, 66860 Perpignan, France
| | - Claire Peyran
- PSL Research University: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, 66860 Perpignan, France
| | - Titouan Morage
- PSL Research University: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, 66860 Perpignan, France
| | | | | | - Stéphane Coupé
- grid.12611.350000000088437055CNRS/INSU, IRD, MIO UM 110, Mediterranean Institute of Oceanography, University of Toulon, 83130 La Garde, France
| | - Robert Bunet
- Institut Océanographique Paul Ricard, Ile des Embiez, 83140 Six-Fours-Les-Plages, France
| | - Serge Planes
- PSL Research University: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, 66860 Perpignan, France ,grid.452595.aLaboratoire d’Excellence “CORAIL”, Perpignan, France
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Genetic Diversity Evaluation and Population Structure Analysis of Red Swamp Crayfish (Procambarus clarkii) from Lakes and Rice Fields by SSR Markers. FISHES 2022. [DOI: 10.3390/fishes7040142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The red swamp crayfish (Procambarus clarkii) is an important aquatic animal and has developed as a popular aquaculture species in China. In this study, a total of 72,839 SSR motifs were identified from transcriptional data, and 20 microsatellite markers of them were finally developed to assess the genetic diversities of seven wild populations from natural lakes and nine cultured populations from rice fields. Genetic diversity was slightly higher in the cultured populations than in the wild populations. The degree of genetic differentiation between cultured populations is slight, while a moderate to a large degree of genetic differentiation between wild populations and most of the variations occurred within individuals (79%). The analysis of cluster, principal coordinate analysis and STRUCTURE were similar, and they showed that isolation-by-distance pattern was not significant. The microsatellite markers developed in this study can not only be used for genetic monitoring of population but also provide important information for the management of breeding and cultured population in red swamp crayfish.
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Peyran C, Boissin E, Morage T, Nebot‐Colomer E, Iwankow G, Planes S. Investigating population dynamics from parentage analysis in the highly endangered fan mussel Pinna nobilis. Ecol Evol 2022; 12:e8482. [PMID: 35127019 PMCID: PMC8796933 DOI: 10.1002/ece3.8482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 11/09/2022] Open
Abstract
Understanding dispersal patterns is a major focus for conservation biology as it influences local survival and resilience in case of local disturbance, particularly for sessile species. Dispersal can be assessed through parentage analyses by estimating family structure and self-recruitment. This study documents the family structure of a pelagic spawner, Pinna nobilis, which is facing a major crisis that threatens its survival as most of its populations have been decimated by a parasite, Haplosporidium pinnae. In this context, we focused on a single population (Peyrefite, Banyuls-sur-mer, France) where 640 individuals were sampled in 2011, 2015, and 2018 and genotyped for 22 microsatellite markers. Genetic diversity was high and homogeneous among years, with mean allele numbers ranging between 13.6 and 14.8 and observed heterozygosities (H o) between 0.7121 and 0.7331. Low, but significant, genetic differentiations were found between 2011-2015 and 2015-2018. A parentage analysis described 11 clusters, including one prevailing, and revealed that 46.9% of individuals were involved in half-sib relationships, even between years, suggesting that source populations were recurrent year after year. There were few individuals resampled between years (30 in 2015 and 14 in 2018), indicating a rapid turnover. Considering the large number of half-sib relationships but the low number of relations per individual, we conclude that P. nobilis exhibit homogeneous reproductive success. Self-recruitment was not detected, making this population highly vulnerable as replenishment only relies on connectivity from neighboring populations. In the context of the pandemic caused by H. pinnae, these results will have to be considered when choosing a location to reintroduce individuals in potential future rescue plans.
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Affiliation(s)
- Claire Peyran
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
| | - Emilie Boissin
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
- Laboratoire d'Excellence «CORAIL»PerpignanFrance
| | - Titouan Morage
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
| | - Elisabet Nebot‐Colomer
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
- Instituto Español de Oceanografía (IEO, CSIC), Centro Oceanográfico de BalearesPalma de MallorcaSpain
| | - Guillaume Iwankow
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
| | - Serge Planes
- EPHE – UPVD – CNRSUSR 3278 CRIOBEPSL Research UniversityPerpignanFrance
- Laboratoire d'Excellence «CORAIL»PerpignanFrance
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Characterization of novel genotyping-by-sequencing (GBS)-based simple sequence repeats (SSRs) and their application for population genomics of Capoeta aculeata (Valenciennes, 1844). Mol Biol Rep 2021; 48:6471-6480. [PMID: 34420147 DOI: 10.1007/s11033-021-06653-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 08/16/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The species Capoeta aculeata (Valenciennes, 1844) is one of the most important freshwater species endemic to Iran. However, the investigation of the population genetic structure of this species is limited by the low number of molecular markers currently described. METHODS AND RESULTS In this study, we implemented next generation sequencing technology to identify polymorphic microsatellite markers and investigate the population genetic structure of C. aculeata sampled from three geographical sites in Iran. We characterized and developed 36 novel polymorphic microsatellite markers and these loci were examined in 120 individuals from three populations occurring in the Zagros basin. The average number of alleles per locus varied from 1.7 to 16 (average = 7.89). The results showed that, the polymorphism information content (PIC) of these simple sequence repeat (SSR) loci varied from 0.254 to 0.888. The observed heterozygosity (HO) per locus ranged from 0.170 to 0.881, while the expected heterozygosity (HE) per locus was from 0.170 to 0.881. Among these SSR loci, 20 loci deviated significantly from the Hardy-Weinberg equilibrium after Bonferroni correction (p < 0.05). CONCLUSIONS These microsatellite markers could provide a valuable tool for future population and conservation genetics studies of C. aculeate and other closely related species.
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Development of polymorphic microsatellites for genetic studies of white scar oyster (Crassostrea belcheri) using paired-end shotgun sequencing. Mol Biol Rep 2021; 48:4273-4283. [PMID: 34057686 DOI: 10.1007/s11033-021-06442-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/26/2021] [Indexed: 10/21/2022]
Abstract
White scar oyster Crassostrea belcheri is a commercially important bivalve species in Thailand. Appropriate genetic markers are needed for effective management to elevate its production efficiency. Type II microsatellites of C. belcheri were identified and characterized using an Illumina paired-end shotgun sequencing. A total of 14,743,710 reads were generated for which 198,849 reads containing microsatellites and 217,998 microsatellite loci were found. Twenty out of 60 microsatellite loci (33.33%) were polymorphic and these microsatellites were further tested against DNA bulks (N = 10 each) originating from 7 different geographic locations in Thai waters. Results indicated that newly developed microsatellites can be used for genetic diversity analysis of C. belcheri. Genotyping of C. belcheri collected from Surat Thani (Gulf of Thailand; N = 50) were performed. The number of alleles per locus ranged from 2 to 12 (average = 4.95). Observed and expected heterozygosities ranged from 0.0000 to 0.9400 (average = 0.3419) and 0.1139 to 0.8190 (average = 0.5844), respectively. Genome information and 20 newly isolated microsatellites will facilitate further studies in population genetics, stock management, and genetic improvement of C. belcheri in Thailand.
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Peyran C, Boissin E, Morage T, Nebot-Colomer E, Iwankow G, Planes S. Genetic homogeneity of the critically endangered fan mussel, Pinna nobilis, throughout lagoons of the Gulf of Lion (North-Western Mediterranean Sea). Sci Rep 2021; 11:7805. [PMID: 33833376 PMCID: PMC8032772 DOI: 10.1038/s41598-021-87493-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 03/01/2021] [Indexed: 02/01/2023] Open
Abstract
The fan mussel, Pinna nobilis, endemic to the Mediterranean Sea, is a critically endangered species facing mass mortality events in almost all of its populations, following the introduction of the parasite Haplosporidium pinnae. Such a unique pandemic in a marine organism, which spreads rapidly and with mortality rates reaching up to 100%, could lead to the potential extinction of the species. Only few regions, involving lagoon habitats, remain healthy throughout the entire Mediterranean Sea. This study describes the genetic structure of P. nobilis across the Gulf of Lion, including confined locations such as lagoons and ports. A total of 960 samples were collected among 16 sites distributed at 8 localities, and then genotyped using 22 microsatellite markers. Genetic diversity was high in all sites with mean allele numbers ranging between 10 and 14.6 and with observed heterozygosities (Ho) between 0.679 and 0.704. No genetic differentiation could be identified (FST ranging from 0.0018 to 0.0159) and the percentages of related individuals were low and similar among locations (from 1.6 to 6.5%). Consequently, all fan mussels, over the entire coastline surveyed, including those in the most geographically isolated areas, belong to a large genetically homogeneous population across the Gulf of Lion. Considering the ongoing mass mortality context, this result demonstrates that almost all of the genetic diversity of P. nobilis populations is still preserved even in isolated lagoons, which might represent a refuge habitat for the future of the species.
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Affiliation(s)
- Claire Peyran
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France
| | - Emilie Boissin
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France ,grid.452595.aLaboratoire d’Excellence «CORAIL», Perpignan, France
| | - Titouan Morage
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France
| | - Elisabet Nebot-Colomer
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France ,grid.410389.70000 0001 0943 6642Centro Oceanográfico de Baleares, Instituto Español de Oceanografía (IEO), Muelle de Poniente S/N, 07015 Palma de Mallorca, Spain
| | - Guillaume Iwankow
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France
| | - Serge Planes
- PSL Research University: EPHE - UPVD - CNRS, USR 3278 CRIOBE, 66860 Perpignan, France ,grid.452595.aLaboratoire d’Excellence «CORAIL», Perpignan, France
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Natural hybridization between pen shell species: Pinna rudis and the critically endangered Pinna nobilis may explain parasite resistance in P. nobilis. Mol Biol Rep 2021; 48:997-1004. [PMID: 33394229 DOI: 10.1007/s11033-020-06063-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 12/03/2020] [Indexed: 10/22/2022]
Abstract
Recently, Pinna nobilis pen shells population in Mediterranean Sea has plummeted due to a Mass Mortality Event caused by an haplosporidian parasite. In consequence, this bivalve species has been included in the IUCN Red List as "Critically Endangered". In the current scenario, several works are in progress to protect P. nobilis from extinction, being identification of hybrids (P. nobilis x P. rudis) among survivors extremely important for the conservation of the species.Morphological characteristics and molecular analyses were used to identify putative hybrids. A total of 10 individuals of each species (P. nobilis and P. rudis) and 3 doubtful individuals were considered in this study. The putative hybrids showed shell morphology and mantle coloration intermingled exhibiting both P. nobilis and P. rudis traits. Moreover, the analyses of 1150 bp of the 28S gene showed 9 diagnostic sites between P. rudis and P. nobilis, whereas hybrids showed both parental diagnostic alleles at the diagnostic loci. Regarding the multilocus genotypes from the 8 microsatellite markers, the segregation of two Pinna species was clearly detected on the PCoA plot and the 3 hybrids showed intermediate positions.This is the first study evidencing the existence of hybrids P. nobilis x P. rudis, providing molecular methodology for a proper identification of new hybrids. Further studies testing systematically all parasite-resisting isolated P. nobilis should be undertaken to determine if the resistance is resulting from introgression of P. rudis into P. nobilis genome and identifying aspects related to resistance.
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Characterization of 25 new microsatellite markers for the fin whale (Balaenoptera physalus) and cross-species amplification in other cetaceans. Mol Biol Rep 2020; 47:6983-6996. [PMID: 32893317 DOI: 10.1007/s11033-020-05757-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 08/28/2020] [Indexed: 10/23/2022]
Abstract
Cetaceans are large mammals widely distributed on Earth. The fin whale, Balaenoptera physalus, is the second largest living animal. In the 20th century, commercial whaling reduced its global population by 70%, and in the Mediterranean Sea not only was their overall population depleted but the migration between the Mediterranean Sea and the Atlantic Ocean was reduced. Previous genetic studies identified isolation between these two regions, with a limited gene-flow between these adjacent populations based on nuclear and mitochondrial markers. However, only limited information exists for the Mediterranean population as genetic diversity and abundance trends are still unknown. In this study, 39 highly polymorphic microsatellite markers were tested, including 25 markers developed de novo together with 14 markers previously published. An average allelic diversity of 8.3 alleles per locus was reported, ranging from 3 to 15 alleles per locus, for B. physalus. Expected heterozygosity was variable among loci and ranged from 0.34 to 0.91. Only two markers in the new set were significantly deviant from the Hardy Weinberg equilibrium. Cross-species amplification was tested in four other cetacean species. A total of 27 markers were successfully amplified in the four species (Balaenoptera acutorostrata, Megaptera novaeangliae, Physeter macrocephalus and Globicephala melas). A multivariate analysis on the multilocus genotypes successfully discriminated the five species. This new set of microsatellite markers will not only provide a useful tool to identify and understand the genetic diversity and the evolution of the B. physalus population, but it will also be relevant for other cetacean species, and will allow further parentage analyses. Eventually, this new set of microsatellite markers will provide critical data that will shed light on important biological data within a conservation perspective.
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