Abstract:The edible cockle (Cerastoderma edule) is a widely cultivated bivalve with relevant ecological value roles and high value for shellfisheries in different European regions. The emergence of new threats, such as the parasiteMarteilia cochillia, has impaired the production and ecosystem of shellfish beds where the parasite was detected. Knowledge of the molecular mechanisms involved in cockle immune response to this parasite is essential to devise strategies for its control. With this aim, a transcriptomic study … Show more
“…A previous genome scan in common cockle identified a set of 233 candidate SNP markers associated with resilience to marteiliosis using population genomics and transcriptomics approaches in samples with different degree of infection or exposure status collected in Ría de Arousa (Pampín et al, 2023). A total of 45 SNPs were selected as the most confident markers: 12 showing signals of divergent selection from 9154 2b‐RAD genotyped SNPs (Vera et al, 2022), and 33 associated with differentially expressed genes (DEG) through RNAseq from the enriched digestive gland transcriptome (Pardo et al, 2022). However, their application for disease management and breeding programs requires their technical validation as well as checking their ability to discriminate resilient and susceptible phenotypes.…”
The common cockle is a valuable bivalve species inhabiting the Atlantic European coasts. The parasite Marteilia cochillia has devastated cockle beds in the southern Galician (NW Spain) rias since 2012. Previous data suggested that cockles from Ría de Arousa acquired some resilience to this parasite through natural selection after consecutive annual marteiliosis outbreaks and candidate markers associated with marteiliosis resilience were identified using population genomics and transcriptomics approaches. Here, a common garden experiment was performed using a naïve stock (from Ría de Muros‐Noia) and an affected stock (from Ría de Arousa) to test this hypothesis. Breeders from both stocks were used to produce seed cohorts at hatchery, which were pre‐grown in a raft (outdoor nursery stage) and deployed in two shellfish beds affected by marteiliosis in Ría de Arousa (growing‐out stage). In both beds, the naïve stock showed high marteiliosis prevalence and was fully depleted in a short period, while the affected stock barely showed evidence of marteiliosis. A set of 45 SNPs putatively associated with marteiliosis resilience were fitted for MassARRAY genotyping to check their role in the differential resilience detected between both stocks. Though no significant differentiation was found between the naïve and the affected stocks with neutral markers, 28 SNPs showed significant divergence between them, suggesting that these SNPs were involved in directional selection during eight generations (to the most) of marteiliosis pressure (long‐term selection). Furthermore, signals of selection were also detected in the naïve stock along the marteiliosis outbreak in the growing‐out stage (short‐term selection) and six SNPs, all shared with the long‐term evaluation, showed consistent signals of differentiation according to the infection severity. Some of these SNPs were located within immune genes pertaining to families such as proteasome, ubiquitin, tumor necrosis factor, and glutathione S‐transferase. These resilience‐associated markers will be useful to recover cockle production in Galicia.
“…A previous genome scan in common cockle identified a set of 233 candidate SNP markers associated with resilience to marteiliosis using population genomics and transcriptomics approaches in samples with different degree of infection or exposure status collected in Ría de Arousa (Pampín et al, 2023). A total of 45 SNPs were selected as the most confident markers: 12 showing signals of divergent selection from 9154 2b‐RAD genotyped SNPs (Vera et al, 2022), and 33 associated with differentially expressed genes (DEG) through RNAseq from the enriched digestive gland transcriptome (Pardo et al, 2022). However, their application for disease management and breeding programs requires their technical validation as well as checking their ability to discriminate resilient and susceptible phenotypes.…”
The common cockle is a valuable bivalve species inhabiting the Atlantic European coasts. The parasite Marteilia cochillia has devastated cockle beds in the southern Galician (NW Spain) rias since 2012. Previous data suggested that cockles from Ría de Arousa acquired some resilience to this parasite through natural selection after consecutive annual marteiliosis outbreaks and candidate markers associated with marteiliosis resilience were identified using population genomics and transcriptomics approaches. Here, a common garden experiment was performed using a naïve stock (from Ría de Muros‐Noia) and an affected stock (from Ría de Arousa) to test this hypothesis. Breeders from both stocks were used to produce seed cohorts at hatchery, which were pre‐grown in a raft (outdoor nursery stage) and deployed in two shellfish beds affected by marteiliosis in Ría de Arousa (growing‐out stage). In both beds, the naïve stock showed high marteiliosis prevalence and was fully depleted in a short period, while the affected stock barely showed evidence of marteiliosis. A set of 45 SNPs putatively associated with marteiliosis resilience were fitted for MassARRAY genotyping to check their role in the differential resilience detected between both stocks. Though no significant differentiation was found between the naïve and the affected stocks with neutral markers, 28 SNPs showed significant divergence between them, suggesting that these SNPs were involved in directional selection during eight generations (to the most) of marteiliosis pressure (long‐term selection). Furthermore, signals of selection were also detected in the naïve stock along the marteiliosis outbreak in the growing‐out stage (short‐term selection) and six SNPs, all shared with the long‐term evaluation, showed consistent signals of differentiation according to the infection severity. Some of these SNPs were located within immune genes pertaining to families such as proteasome, ubiquitin, tumor necrosis factor, and glutathione S‐transferase. These resilience‐associated markers will be useful to recover cockle production in Galicia.
The common cockle (Cerastoderma edule) plays an important role in marine ecosystems and represents a valuable socioeconomic resource for coastal communities. In 2012, the cockle beds from Rı́a de Arousa (Galicia, NW Spain) were seriously decimated by the protozoan Marteilia cochillia responsible for marteiliosis. We aimed to identify single nucleotide polymorphisms (SNP) markers potentially associated with resilience to marteiliosis to be used in marker-assisted selection programs for restoring affected cockle beds and recovering their production. For this, we carried out a population genomics approach using 2b-RADseq, where 38 naive samples (before the first detection of M. cochillia in 2012) from two beds of Rı́a de Arousa were compared with 39 affected samples collected in 2018/2019 (after several years of marteiliosis occurring in the area), collected either before (15 non-exposed samples) or during (24 exposed samples) the marteiliosis outbreak. Additionally, 767 differentially expressed genes (DEG) from a previous transcriptomic study addressed during the aforementioned 2018/19 marteiliosis outbreak, were evaluated to identify SNPs showing signals of selection. Using 2b-RADseq, 9,154 SNPs were genotyped and among them, 110 consistent outliers for divergent selection were identified. This set of SNPs was able to discriminate the samples according to their marteiliosis status (naive vs affected; exposed vs non-exposed), while another 123 SNPs were identified linked to DEGs associated with the level of infection across a temporal series. Finally, combining the population genomics and transcriptomics information, we selected the 60 most reliable SNPs associated with marteiliosis resilience. These SNPs were close to or within DEGs, and many of them were related to immune response (phagocytosis and cell adhesion), defence, such as apoptosis, stress, and cellular cycle, among other functions. This set of SNPs will eventually be validated to develop a cost-effective genotyping tool for their application for obtaining cockle-resilient strains for marteiliosis.
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