1
|
Vera M, Wilmes SB, Maroso F, Hermida M, Blanco A, Casanova A, Iglesias D, Cao A, Culloty SC, Mahony K, Orvain F, Bouza C, Robins PE, Malham SK, Lynch S, Villalba A, Martínez P. Heterogeneous microgeographic genetic structure of the common cockle (Cerastoderma edule) in the Northeast Atlantic Ocean: biogeographic barriers and environmental factors. Heredity (Edinb) 2023; 131:292-305. [PMID: 37596415 PMCID: PMC10539317 DOI: 10.1038/s41437-023-00646-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/20/2023] Open
Abstract
Knowledge of genetic structure at the finest level is essential for the conservation of genetic resources. Despite no visible barriers limiting gene flow, significant genetic structure has been shown in marine species. The common cockle (Cerastoderma edule) is a bivalve of great commercial and ecological value inhabiting the Northeast Atlantic Ocean. Previous population genomics studies demonstrated significant structure both across the Northeast Atlantic, but also within small geographic areas, highlighting the need to investigate fine-scale structuring. Here, we analysed two geographic areas that could represent opposite models of structure for the species: (1) the SW British Isles region, highly fragmented due to biogeographic barriers, and (2) Galicia (NW Spain), a putative homogeneous region. A total of 9250 SNPs genotyped by 2b-RAD on 599 individuals from 22 natural beds were used for the analysis. The entire SNP dataset mostly confirmed previous observations related to genetic diversity and differentiation; however, neutral and divergent SNP outlier datasets enabled disentangling physical barriers from abiotic environmental factors structuring both regions. While Galicia showed a homogeneous structure, the SW British Isles region was split into four reliable genetic regions related to oceanographic features and abiotic factors, such as sea surface salinity and temperature. The information gathered supports specific management policies of cockle resources in SW British and Galician regions also considering their particular socio-economic characteristics; further, these new data will be added to those recently reported in the Northeast Atlantic to define sustainable management actions across the whole distribution range of the species.
Collapse
Affiliation(s)
- Manuel Vera
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain.
| | - Sophie B Wilmes
- School of Ocean Sciences, Marine Centre Wales, Bangor University, Menai Bridge, UK
| | - Francesco Maroso
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain
| | - Miguel Hermida
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain
| | - Andrés Blanco
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain
| | - Adrián Casanova
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain
| | - David Iglesias
- Centro de Investigacións Mariñas, Consellería do Mar, Xunta de Galicia, 36620, Vilanova de Arousa, Spain
| | - Asunción Cao
- Centro de Investigacións Mariñas, Consellería do Mar, Xunta de Galicia, 36620, Vilanova de Arousa, Spain
| | - Sarah C Culloty
- School of Biological, Earth and Environmental Sciences/Aquaculture and Fisheries Development Centre, University College Cork, North Mall, Cork, Ireland
- Environmental Research Institute, University College Cork, Cork, Ireland
- MaREI Centre, Environmental Research Institute, University College Cork, Cork, Ireland
| | - Kate Mahony
- School of Biological, Earth and Environmental Sciences/Aquaculture and Fisheries Development Centre, University College Cork, North Mall, Cork, Ireland
- Environmental Research Institute, University College Cork, Cork, Ireland
| | - Francis Orvain
- UNICAEN - UMR BOREA "Biologie des ORganismes et Ecosystèmes Aquatiques" MNHN, UPMC, UCBN, CNRS-7208, IRD-207, University of Caen, Caen, France
| | - Carmen Bouza
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain
| | - Peter E Robins
- School of Ocean Sciences, Marine Centre Wales, Bangor University, Menai Bridge, UK
| | - Shelagh K Malham
- School of Ocean Sciences, Marine Centre Wales, Bangor University, Menai Bridge, UK
| | - Sharon Lynch
- School of Biological, Earth and Environmental Sciences/Aquaculture and Fisheries Development Centre, University College Cork, North Mall, Cork, Ireland
- Environmental Research Institute, University College Cork, Cork, Ireland
| | - Antonio Villalba
- Centro de Investigacións Mariñas, Consellería do Mar, Xunta de Galicia, 36620, Vilanova de Arousa, Spain
- Departamento de Ciencias de la Vida, Universidad de Alcalá, 28871, Alcalá de Henares, Spain
- Research Centre for Experimental Marine Biology and Biotechnology (PIE), University of the Basque Country (UPV/EHU), 48620, Plentzia, Basque Country, Spain
| | - Paulino Martínez
- Department of Zoology, Genetics and Physics Anthropology, ACUIGEN Group, Faculty of Veterinary, Campus Terra, University of Santiago de Compostela, 27002, Lugo, Spain.
| |
Collapse
|
2
|
King NG, Wilmes SB, Browett SS, Healey A, McDevitt AD, McKeown NJ, Roche R, Skujina I, Smale DA, Thorpe JM, Malham S. Seasonal development of a tidal mixing front drives shifts in community structure and diversity of bacterioplankton. Mol Ecol 2023; 32:5201-5210. [PMID: 37555658 DOI: 10.1111/mec.17097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 07/25/2023] [Accepted: 07/28/2023] [Indexed: 08/10/2023]
Abstract
Bacterioplankton underpin biogeochemical cycles and an improved understanding of the patterns and drivers of variability in their distribution is needed to determine their wider functioning and importance. Sharp environmental gradients and dispersal barriers associated with ocean fronts are emerging as key determinants of bacterioplankton biodiversity patterns. We examined how the development of the Celtic Sea Front (CF), a tidal mixing front on the Northwest European Shelf affects bacterioplankton communities. We performed 16S-rRNA metabarcoding on 60 seawater samples collected from three depths (surface, 20 m and seafloor), across two research cruises (May and September 2018), encompassing the intra-annual range of the CF intensity. Communities above the thermocline of stratified frontal waters were clearly differentiated and less diverse than those below the thermocline and communities in the well-mixed waters of the Irish Sea. This effect was much more pronounced in September, when the CF was at its peak intensity. The stratified zone likely represents a stressful environment for bacterioplankton due to a combination of high temperatures and low nutrients, which fewer taxa can tolerate. Much of the observed variation was driven by Synechococcus spp. (cyanobacteria), which were more abundant within the stratified zone and are known to thrive in warm oligotrophic waters. Synechococcus spp. are key contributors to global primary productivity and carbon cycling and, as such, variability driven by the CF is likely to influence regional biogeochemical processes. However, further studies are required to explicitly link shifts in community structure to function and quantify their wider importance to pelagic ecosystems.
Collapse
Affiliation(s)
- Nathan G King
- Marine Biological Association of the United Kingdom, The Laboratory, Plymouth, UK
- Centre of Applied Marine Sciences, School of Ocean Sciences, Bangor University, Menai Bridge, UK
| | - Sophie-B Wilmes
- Centre of Applied Marine Sciences, School of Ocean Sciences, Bangor University, Menai Bridge, UK
| | - Samuel S Browett
- Environment and Ecosystem Research Centre, School of Science, Engineering and Environment, University of Salford, Salford, UK
- Molecular Ecology Research Group, Eco-Innovation Research Centre, School of Science and Computing, South East Technological University, Waterford, Ireland
| | - Amy Healey
- Department of Life Sciences, Aberystwyth University, Aberystwyth, UK
| | - Allan D McDevitt
- Department of Natural Resources and Environment, Atlantic Technological University, Galway, Ireland
| | - Niall J McKeown
- Department of Life Sciences, Aberystwyth University, Aberystwyth, UK
| | - Ronan Roche
- Centre of Applied Marine Sciences, School of Ocean Sciences, Bangor University, Menai Bridge, UK
| | - Ilze Skujina
- Department of Life Sciences, Aberystwyth University, Aberystwyth, UK
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Dan A Smale
- Marine Biological Association of the United Kingdom, The Laboratory, Plymouth, UK
| | - Jamie M Thorpe
- Centre of Applied Marine Sciences, School of Ocean Sciences, Bangor University, Menai Bridge, UK
| | - Shelagh Malham
- Centre of Applied Marine Sciences, School of Ocean Sciences, Bangor University, Menai Bridge, UK
| |
Collapse
|
3
|
Vera M, Maroso F, Wilmes SB, Hermida M, Blanco A, Fernández C, Groves E, Malham SK, Bouza C, Robins PE, Martínez P. Genomic survey of edible cockle ( Cerastoderma edule) in the Northeast Atlantic: A baseline for sustainable management of its wild resources. Evol Appl 2022; 15:262-285. [PMID: 35233247 PMCID: PMC8867702 DOI: 10.1111/eva.13340] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 12/16/2021] [Accepted: 12/23/2021] [Indexed: 11/12/2022] Open
Abstract
Knowledge on correlations between environmental factors and genome divergence between populations of marine species is crucial for sustainable management of fisheries and wild populations. The edible cockle (Cerastoderma edule) is a marine bivalve distributed along the Northeast Atlantic coast of Europe and is an important resource from both commercial and ecological perspectives. We performed a population genomics screening using 2b-RAD genotyping on 9309 SNPs localized in the cockle's genome on a sample of 536 specimens pertaining to 14 beds in the Northeast Atlantic Ocean to analyse the genetic structure with regard to environmental variables. Larval dispersal modelling considering species behaviour and interannual/interseasonal variation in ocean conditions was carried out as an essential background to which compare genetic information. Cockle populations in the Northeast Atlantic displayed low but significant geographical differentiation between populations (F ST = 0.0240; p < 0.001), albeit not across generations. We identified 742 and 36 outlier SNPs related to divergent and balancing selection in all the geographical scenarios inspected, and sea temperature and salinity were the main environmental correlates suggested. Highly significant linkage disequilibrium was detected at specific genomic regions against the very low values observed across the whole genome. Two main genetic groups were identified, northwards and southwards of French Brittany. Larval dispersal modelling suggested a barrier for larval dispersal linked to the Ushant front that could explain these two genetic clusters. Further genetic subdivision was observed using outlier loci and considering larval advection. The northern group was divided into the Irish/Celtic Seas and the English Channel/North Sea, while the southern group was divided into three subgroups. This information represents the baseline for the management of cockles, designing conservation strategies, founding broodstock for depleted beds and producing suitable seed for aquaculture production.
Collapse
Affiliation(s)
- Manuel Vera
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Institute of AquacultureUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Francesco Maroso
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Department of Life Sciences and BiotechnologiesUniversity of FerraraFerraraItaly
| | - Sophie B. Wilmes
- School of Ocean SciencesMarine Centre WalesBangor UniversityMenai BridgeUK
| | - Miguel Hermida
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Institute of AquacultureUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Andrés Blanco
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
| | - Carlos Fernández
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Institute of AquacultureUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Emily Groves
- School of Ocean SciencesMarine Centre WalesBangor UniversityMenai BridgeUK
| | - Shelagh K. Malham
- School of Ocean SciencesMarine Centre WalesBangor UniversityMenai BridgeUK
| | - Carmen Bouza
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Institute of AquacultureUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | | | - Peter E. Robins
- School of Ocean SciencesMarine Centre WalesBangor UniversityMenai BridgeUK
| | - Paulino Martínez
- Department of Zoology, Genetics and Physical AnthropologyACUIGEN GroupFaculty of VeterinaryUniversidade de Santiago de Compostela, Campus of LugoLugoSpain
- Institute of AquacultureUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| |
Collapse
|