AquaLeap: Innovation in Genetics and Breeding to Advance UK Aquaculture Production

Lead Research Organisation: University of Exeter
Department Name: Biosciences

Abstract

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Technical Summary

The primary goal of AquaLeap is to tackle industry-defined barriers to advances in selective breeding and domestication of aquaculture species. To achieve this goal across diverse aquaculture sectors, we will develop appropriate underpinning genomic tools and techniques, and then apply those to specific end-user-defined problems in three 'emerging' species (European lobster, European flat oyster, Lumpfish) and one 'established' species (Atlantic salmon.)

The reference genome assemblies for the emerging species will be created using 10X genomics and PacBio sequencing approaches. These will underpin several downstream tasks, including choice of SNP marker panels for stock management and breeding value calculations, genotype imputation and study of epigenetic marks using bisulphite sequencing.

In lobster, we will estimate heritability for growth and survival traits using mixed model approaches, and will assess the relative contribution of genetics and epigenetics to these traits. In oyster, we will use a recently developed SNP array to study resistance to Bonamia, harnessing data from a large-scale laboratory disease challenge. In lumpfish, we will assess stock diversity using RAD-Sequencing to inform choice of animals for base populations, and will assess heritability of production traits. In salmon, we will assess the contribution of copy number variants to genetic variation in disease resistance, with a focus on gill health traits.

Across all species, we will develop SNP marker panels for parentage and stock management, and also use the genomic resources to test imputation approaches to improve the affordability of genomic selection via combined parentage - imputation panels.

Gene editing has transformative potential for aquaculture and we will improve CRISPR-Cas9 editing techniques in salmon, and use editing to target putative causative variants underlying a major disease resistance QTL in salmon cell lines and embryos.

Planned Impact

AquaLeap is based on close cooperation and interdependency between the academic and non-academic partners, providing clear routes for immediate translation of research results. This is augmented by exchange of personnel and skills between partners, across sectors, including industrial placements for PDRAs. The broader impacts will arise from the creation of a hub of expertise in breeding and genetics, including animal and plant breeding experts, with associated training and capacity building. The following groups can expect positive impact from the proposal:

(i) UK and global aquaculture production: The immediate impacts will be via project partners. For the National Lobster Hatchery, the outputs include tools and knowledge to inform selection of lobsters for breeding to improve performance and robustness at sea. For Tethys oysters, the outputs will include methods to inform selection of stock with increased resistance to Bonamia in the field, with downstream benefits for survival and robustness of stocks. For Otterferry Sea Farms, the outputs will include validated tools to inform lumpfish selective breeding for improved stock to tackle sea lice in the salmon industry. For Hendrix Genetics, the primary output will be improvement of gene editing methods and methods for use of new breeding technologies to improve disease resistance in salmon. The longer term impacts include improved performance and reliability of stock in UK aquaculture, making step advances in the various sectors. In turn, this offers potential for cumulative gains in production, including disease resistance. This will help tackle existing and emerging disease threats in an environmentally friendly and sustainable manner, helping to address animal welfare concerns. The focus on several emerging species will also assist with UK aquaculture diversification, which is an important component of maximising sustainable production and minimising risk.

(ii) Genetic services industry: There are several companies in the UK and globally whose core business is to support aquaculture breeding and production by offering genetic services, including management of breeding programmes. For project partner Xelect, the outputs will include potential new products which can be offered to new and existing customers, all of which may be useful to other partners in the project (e.g. marker panels for parentage and cost-effective estimation of breeding values, CNV assays for marker-assisted selection).

(iii) UK economy: This project has potential for long term impact for the UK economy via improved sustainable production of various high quality food products with reduced environmental impact. There will be direct contribution to the UK treasury via improved competitiveness and market share for project partners, and also downstream positive impacts on fish farming companies, and the communities that depend on these industries.

(iv) UK science capacity. This project will enable capacity and expertise for use of genetic and genomic tools to answer fundamental biological questions via research programs in academia and industry. This includes the development of universal genomic resources such as reference genome assemblies and SNP panels. This should help cement the position of the UK as a leading country in aquaculture bioscience.

(v) Political and regulatory bodies. Aquaculture is assuming increasing political importance, and solutions to production and environmental issues are key to its expansion. The outputs of this project may influence ethical and regulatory frameworks to encourage exploitation of new breeding technologies such as gene editing.

(vi) General public and society. This project has potential to influence societal attitudes to aquaculture, including use of selective breeding and gene editing. In the longer term, there will be direct benefits to society via improved economic stability and reduced environmental impact of the aquaculture industry.

Publications

10 25 50
 
Description The project was finished in December 2022. Progress is detailed below:

1 - Development of genomic resources for the European Lobster, an emerging species for aquaculture. We have used PacBio sequencing to sequence the lobster genome and further generated Illumina short read sequencing to help wit genome polishing. The genome assembly is now complete. We have collaborated with the Ensembl team to complete an high quality annotation of the European lobster genome, and in parallel reannotated data from the American lobster for comparison. The genome data generated has allowed us to determine the divergence time between the two species and the effective population times for each lobster species in parallel. In addition, we were able to compare the genomes of lobsters with other decapods and identify key genes involved in some of the distinctive characteristics of the species, including longevity and disease resistance.
2 - Identification of genetic determinants of growth in European Lobsters. We made use of animals from a previous project (LobsterGrower) which developed sea cages for growing lobsters in the open ocean. We sequenced (RadSeq) over 180 lobsters and used the data to look for associations between SNPs and growth. The analysis of the data is being finalised for publication. A key finding was the identification of a sex specific region which can be used in management of lobster culture and in fisheries management and re-stocking.
3 - Identification of epigenetic determinants of growth - The genetics data was used to inform on which individuals belonged to the same families and account for genetic variation as part of our experimental design. We used bisulfide sequencing to document the presence of methylated cytosines across the genome. We are finalising the data analysis for publication.
Exploitation Route The outcomes of the work will be used directly by the industrial partners (National Lobster Hatchery) who will utilise the information generated to inform on their hatchery practices. Further, the genome sequence, epigenetics data and SNPs will be of high utility to the scientific and end user community working on European lobsters or other related crustacean species who will be able to utilise our sequence data for their own experiments. These include our partners in the project, Cefas, who are tasked with managing fisheries and aquaculture in England.
Sectors Agriculture, Food and Drink,Education,Environment

 
Description The genetic data we have generated for a lobster breeding programme has produced very useful information on the success of the breeding techniques utilised with regards to what animals survive to the juvenile stage. This information has been communicated to our industrial partner (National Lobster Hatchery) which are planning to use it to improve their practice, which benefits lobster population management and fisheries (via restoking) and education.
First Year Of Impact 2020
Sector Agriculture, Food and Drink,Education,Environment
Impact Types Societal,Economic

 
Description Drought and peatland fires in Indonesian Borneo: Understanding drivers and impacts to build resilience through sustainable development
Amount £3,810,239 (GBP)
Funding ID NE/T010401/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 05/2020 
End 12/2023
 
Title Genomic resources for the European Lobster 
Description We have obtained PacBio long read sequence data and Illumina Short Sequence data for the European Lobster and the genome of this species has been assembled. We are currently working with the ensembl team to finalise the annotation and publication of the data (as a research paper and within the Ensembl genome browser). This genomic resource will be of significant utility to the research and end-user community working on this or related species. A research paper will be published in due course and the data will be made available in public databases. We have also generated a RAD-Seq dataset for 190 lobsters. This dataset will be published in due course and made freely available in public databases. Finally, we have generated RRBS data for a selection of lobsters to identify epigenetic drivers of sex, adaptation to hatchery and open water conditions and growth. These data is currently being analysed. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? No  
Impact This resource is still being developed and so it is currently not available to the community. 
 
Description Collaboration with Qatar University (Dr Alexandra Leitao Ben Hamadou) for the development of a PhD studentship in the area of invertebrate aquaculture 
Organisation Centre For Environment, Fisheries And Aquaculture Science
Country United Kingdom 
Sector Public 
PI Contribution This collaboration is being initiated and result in the training of a new PhD student from Qatar as part of an existing research programme between Qatar and Cefas. I will be the primary supervisor for the research student and provide academic leadership and training for the student. My team is further contributing towards the practical training of the student and advise to the PIs on the research they are developing.
Collaborator Contribution The partners are providing financial support for the research being developed, which aims to develop invertebrate aquaculture in Qatar and provide knowledge transfer of technologies to support local aquaculture research.
Impact The collaboration is just being initiated.
Start Year 2022
 
Description Collaboration with Qatar University (Dr Alexandra Leitao Ben Hamadou) for the development of a PhD studentship in the area of invertebrate aquaculture 
Organisation Qatar University
Country Qatar 
Sector Academic/University 
PI Contribution This collaboration is being initiated and result in the training of a new PhD student from Qatar as part of an existing research programme between Qatar and Cefas. I will be the primary supervisor for the research student and provide academic leadership and training for the student. My team is further contributing towards the practical training of the student and advise to the PIs on the research they are developing.
Collaborator Contribution The partners are providing financial support for the research being developed, which aims to develop invertebrate aquaculture in Qatar and provide knowledge transfer of technologies to support local aquaculture research.
Impact The collaboration is just being initiated.
Start Year 2022
 
Description Epigenetics approaches for disease prevention 
Organisation Centre For Environment, Fisheries And Aquaculture Science
Country United Kingdom 
Sector Public 
PI Contribution The links developed during the project with the Cefas partners have led to the agreement of a shared PhD studentship which started in January 2021. the student is making very good progress and this has re-enforced the collaboration between the academic and the case partner.
Collaborator Contribution The Cefas partners have contributed to the development of a PhD studentship which is partially funded by Cefas and by the University of Exeter. This studentship will continue to address issues related to disease in aquaculture and specifically to study the role of epigenetics in immune priming in molluscs as a means of managing disease in farmed oysters.
Impact The collaboration has resulted in an active PhD studentship, which will result in the development of a research topic of key interest to aquaculture in the UK and worldwide. In addition a highly trained PhD graduate in aquaculture will enrich the skills base of UK aquaculture. The collaboration is multidisciplinary and involves a number of academics and staff members from the partner organisation (Cefas) including bioinformaticians, genomics scientists, aquatic biologists and aquaculture specialists.
Start Year 2020
 
Description Exeter Marine Dessimination videos 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Speaker in dissemination videos promoting the research being undertaken in the topics of Marine Biology and Aquaculture at Exeter. The use of genomics in marine research and to address the key challenges of aquaculture were highlighted. These videos have been disseminated via various social media platforms (Twitter, Facebook, YouTube, etc) and it is envisaged that they have reached general public audiences, students and industries both nationally and internationally.
Year(s) Of Engagement Activity 2020
URL https://www.youtube.com/watch?v=_ZY3-MQzxl8
 
Description Workshop AquaLEAP 2023 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We organised a workshop that consisted of a series of presentations and a discussion panel to communicate the outcomes of AquaLEAP to stakeholders and scientists involved in aquaculture in the UK and internationally. The workshop was very successful and involved over 60 participants from academia (in the UK, Norway, Asian and African countries), industry, including the organisations involved in AquaLEAP and others, funding bodies (SAIC) and government organisations (Cefas). A survey was conducted in parallel about the use of genomics in aquaculture which fed into the discussions and will serve as a basis for an article for the general public. A press release is being prepared to accompany the article and summarise the outcomes of the project. Future engagement and collaborations were planned that will result in new projects.
Year(s) Of Engagement Activity 2023
 
Description Workshop with end users - Aquaculture 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact I was invited to participate in the workshop 'Sustainable Aquaculture through the One Health Lens' at the Department for Environment, Food and Rural Affairs (Defra) London, on 1st July 2019 where I led one of the discussion groups on sustainable aquaculture. The workshop included participants from research organisations, governmental agencies (Cefas, DEFRA) end-user communities and international research organisations and agencies. The concept of One Health applied to aquaculture was discussed and adopted as a framework in which to base future research and practice. The discussions generated during and after the workshop resulted in a publication which has been submitted to 'Nature Food' (revised version invited).
Year(s) Of Engagement Activity 2019