RCUK-CONICYT: Utilising functional genomic variation for improved disease resistance in Chilean salmon aquaculture
Lead Research Organisation:
University of Edinburgh
Department Name: The Roslin Institute
Abstract
The economic burden of infectious disease hinders sustainable farmed Atlantic salmon production in Chile, and most aquaculture species worldwide. Targeting production of resistant stocks by selective breeding is a long term goal, and will contribute to disease control at a population level. Enabled by advanced genomics tools and technology, genetic improvement of disease resistance can be accelerated using genetic marker data to identify resistant parent fish in breeding programs. Further, the large families and the practical feasibility of large scale disease challenge experiments make salmon excellent models to discover genes and mutations underpinning host response to pathogens. Focusing on two of Chile's most problematic diseases (sea lice and Salmon Rickettsial Syndrome; SRS) in Atlantic salmon, this project will harness these genomic tools to (i) discover genes and functional variants affecting host response to infectious disease in farmed salmon and (ii) improve the use of genomic tools in breeding programs to increase population-level disease resistance via genomic prediction, and reduce the negative impact of outbreaks.
There is now a substantial genomic toolbox now available for Atlantic salmon (e.g. an advanced reference genome assembly and high density genetic marker arrays), this offers an unprecedented resource to locate specific genes and causative genomic variation underpinning host response to pathogens. In the proposed project, we will utilise data and samples previously collected from two large-scale disease challenge experiments (sea lice and SRS challenges. Genome-wide genetic marker data will be generated for all animals, and locating functional variants for resistance to each of the diseases will be achieved using the complementary approaches of (i) high power genome-wide association analysis; (ii) RNA-Seq (gene expression) comparison of the most resistant (R) and susceptible (S) individuals; (iii) Whole genome resequencing of pools of the R and pools of the S individuals combined with functional annotation. In addition to improving knowledge of the fundamental biology of host response to pathogens, these results have potential commercial relevance in at least two important fields. Firstly, the genes identified and their encoded proteins are potential drug or vaccination targets. Secondly, genomic regions and specific variants can be incorporated into selective breeding schemes, via improvement of the accuracy and cost-efficiency of genomic prediction of disease resistance. These results and techniques will lead to improved control of disease in Chilean aquaculture, and also provide a paradigm for tackling infectious disease problems via selective breeding in other farmed aquatic species worldwide.
There is now a substantial genomic toolbox now available for Atlantic salmon (e.g. an advanced reference genome assembly and high density genetic marker arrays), this offers an unprecedented resource to locate specific genes and causative genomic variation underpinning host response to pathogens. In the proposed project, we will utilise data and samples previously collected from two large-scale disease challenge experiments (sea lice and SRS challenges. Genome-wide genetic marker data will be generated for all animals, and locating functional variants for resistance to each of the diseases will be achieved using the complementary approaches of (i) high power genome-wide association analysis; (ii) RNA-Seq (gene expression) comparison of the most resistant (R) and susceptible (S) individuals; (iii) Whole genome resequencing of pools of the R and pools of the S individuals combined with functional annotation. In addition to improving knowledge of the fundamental biology of host response to pathogens, these results have potential commercial relevance in at least two important fields. Firstly, the genes identified and their encoded proteins are potential drug or vaccination targets. Secondly, genomic regions and specific variants can be incorporated into selective breeding schemes, via improvement of the accuracy and cost-efficiency of genomic prediction of disease resistance. These results and techniques will lead to improved control of disease in Chilean aquaculture, and also provide a paradigm for tackling infectious disease problems via selective breeding in other farmed aquatic species worldwide.
Planned Impact
The primary goal of this project is to tackle infectious diseases impacting on Chilean salmon aquaculture via improvements in host genetic resistance. This will be achieved via a multi-faceted genomics approach based on data and samples collected from previous large scale disease challenge experiments in commercial Chilean salmon populations. Our direct links with the salmon breeding and production industries mean that the outcomes of this project are likely to be immediately and enthusiastically translated into practice for positive economic impact. There will also be downstream beneficial impact for the scientific community via the tools and knowledge developed within the project, particularly contributions to the fields of disease biology and selective breeding. Finally, the general public and policy makers will benefit from improved efficiency and sustainability of salmon production, and the project is likely to have wider ranging impacts on the production of other aquatic species worldwide.
Industry: The bacterial disease SRS and the ectoparasitic sea lice are the two largest disease threats to stable and sustainable Chilean salmon aquaculture. Sea lice present the biggest problem for salmon farming globally, causing issues relating to fish health and welfare and the environment, in addition to large negative financial impact. Therefore, routes to tackle lice and SRS are clear industry priorities. The outcomes of this project have both direct and long term potential for positive impact by reducing the number and severity of outbreaks of these diseases, in Chile but with potential for global application. This will be achieved firstly by the application of the cost-efficient genomic prediction for resistance in commercial salmon populations in Chile, via the link with AquaInnovo. The specific functional variants identified may have wider applications as molecular genetic tests for resistance that can be utilised by other breeders and producers. Further, the knowledge of the genes and mutations underpinning host resistance may guide vaccination and drug studies, or at least provide potential targets worthy of further research.
Scientific Community: The project outcomes will be of considerable interest and value for researchers in several related fields. The first and most obvious impact will be fundamental knowledge of the host response to SRS and sea lice in salmon. Since disease challenge experiments in aquaculture species tend to be undertaken on a scale that is not practical / possible in other species, the results may have significant value for improving understanding of host-pathogen interaction, and the causal factors underlying genetic variation in resistance. The incorporation of functional variation into genomic prediction models also presents an exciting avenue of research of potential interest to quantitative geneticists and animal breeders. Further, the project will provide substantial training for the PDRA as well as project management development opportunities for the team as a whole.
General Public and Policy Makers: The improvement of infectious disease control in aquaculture increases the stability and sustainability of a high quality protein product, potentially resulting in health benefits to society. In addition, the economic benefits to the industry will help support the tens of thousands of jobs that rely on aquaculture in Chile. The project also has potential to transform the control of infectious disease on a global aquaculture scale, through innovations in tools and techniques applied to selective breeding, including in developing countries. Government policy makers are likely to benefit from the research through its contribution to a sustainable aquaculture industry. The research will be communicated to the public via interaction with the media, presentations, publications, exhibitions and schools activities - supported by a policy of clear and open communication and public engagement.
Industry: The bacterial disease SRS and the ectoparasitic sea lice are the two largest disease threats to stable and sustainable Chilean salmon aquaculture. Sea lice present the biggest problem for salmon farming globally, causing issues relating to fish health and welfare and the environment, in addition to large negative financial impact. Therefore, routes to tackle lice and SRS are clear industry priorities. The outcomes of this project have both direct and long term potential for positive impact by reducing the number and severity of outbreaks of these diseases, in Chile but with potential for global application. This will be achieved firstly by the application of the cost-efficient genomic prediction for resistance in commercial salmon populations in Chile, via the link with AquaInnovo. The specific functional variants identified may have wider applications as molecular genetic tests for resistance that can be utilised by other breeders and producers. Further, the knowledge of the genes and mutations underpinning host resistance may guide vaccination and drug studies, or at least provide potential targets worthy of further research.
Scientific Community: The project outcomes will be of considerable interest and value for researchers in several related fields. The first and most obvious impact will be fundamental knowledge of the host response to SRS and sea lice in salmon. Since disease challenge experiments in aquaculture species tend to be undertaken on a scale that is not practical / possible in other species, the results may have significant value for improving understanding of host-pathogen interaction, and the causal factors underlying genetic variation in resistance. The incorporation of functional variation into genomic prediction models also presents an exciting avenue of research of potential interest to quantitative geneticists and animal breeders. Further, the project will provide substantial training for the PDRA as well as project management development opportunities for the team as a whole.
General Public and Policy Makers: The improvement of infectious disease control in aquaculture increases the stability and sustainability of a high quality protein product, potentially resulting in health benefits to society. In addition, the economic benefits to the industry will help support the tens of thousands of jobs that rely on aquaculture in Chile. The project also has potential to transform the control of infectious disease on a global aquaculture scale, through innovations in tools and techniques applied to selective breeding, including in developing countries. Government policy makers are likely to benefit from the research through its contribution to a sustainable aquaculture industry. The research will be communicated to the public via interaction with the media, presentations, publications, exhibitions and schools activities - supported by a policy of clear and open communication and public engagement.
Publications
Simm G
(2021)
Genetic improvement of farmed animals
Simm G
(2021)
Genetic improvement of farmed animals
Simm G
(2021)
Genetic improvement of farmed animals
Simm G
(2021)
Genetic improvement of farmed animals
Simm G
(2021)
Genetic improvement of farmed animals
Mukiibi R
(2022)
The impact of Piscirickettsia salmonis infection on genome-wide DNA methylation profile in Atlantic Salmon.
in Genomics
Description | There have been extensive findings related to genetic and functional genomic basis of disease resistance in salmon. Gene expression profiling of healthy skin and infected skin from salmon infected with sea lice was performed. A number of enriched genes and pathways have been identified that may be key in the host response of salmon to lice, and these data will be overlayed with genome wide association mapping and whole genome sequencing comparison of resistant and susceptible individuals to learn more about the biology of host response to lice, and lead to potential solutions including improved selective breeding for resistance. In addition, the genetic basis of resistance to sea lice and salmon rickettsial syndrome has been investigated using genome-wide markers, detecting significant heritability for both diseases. Further, genome-wide significant QTL have been identified for host resistance to both diseases. Finally, the team have developed novel methods of improving cost-efficiency of genomic selection using reduced density marker panels. |
Exploitation Route | The collaborating breeding company (AquaInnovo) in Chile may use the results to improve their selective breeding for disease resistance.This includes the use of genetic markers to predict breeding values for the resistance of salmon to sea lice and salmon rickettsial syndrome. The results from RNA sequencing have provided data useful for researchers who are interested in the interaction between sea lice and salmon. |
Sectors | Agriculture Food and Drink |
URL | https://bbsrc.ukri.org/news/food-security/2018/180820-n-gene-expression-response-to-sea-lice-in-salmon-skin/ |
Description | This project is a collaboration between ourselves, researchers in Chile and a multi-species aquaculture breeding and production company in Chile (AquaInnovo). The outputs from this project have included estimation of genetic parameters for resistance to sea lice and salmon rickettsial syndrome in AquaInnovo's breeding populations. These two diseases are currently the most problematic in Chile from an economic, environmental and animal welfare perspective. We have also located and characterized individual genes with functional association with resistance. Finally, we have tested new methods of genomic selection, including use of genotype imputation to reduce costs, and testing of new statistical models. These results are being applied within the breeding programmes of AquaInnovo, and will be disseminated for uptake by other aquaculture breeding companies. This will include extensive use of the techniques developed by breeding companies producing aquatic species farmed in DAC list countries, including tilapia and shrimp. The translation of selective breeding innovations from salmon to these less-developed sectors has historically happened quite quickly, and we expect this will be the case here. Improvement of disease resistance in aquaculture species will help develop aquaculture as an important source of high quality protein and energy for developing country populations. The outputs of this project were recognised by the shortlisting of the project for the prestigious Newton Prize, which seeks to highlight innovation and impact in Newton partner countries. https://www.benchmarkplc.com/news/sea-lice-and-srs-research-shortlisted-for-the-newton-prize/ |
Sector | Agriculture, Food and Drink |
Impact Types | Cultural Societal Economic |
Description | Advisory to European Food Safety Authority |
Geographic Reach | Europe |
Policy Influence Type | Participation in a guidance/advisory committee |
Impact | I was involved as an expert adviser to the European Food Safety Authority regarding the potential of a DNA based vaccine for Pancreas Disease in salmon to integrate into the genome of the salmon. The review outcome contributed to a decision that the first DNA vaccine was approved for use in salmon in Europe, with positive impact on disease control, environment, economy, and animal welfare. |
URL | https://efsa.onlinelibrary.wiley.com/doi/full/10.2903/j.efsa.2017.4689 |
Description | Advancing European Aquaculture by Genome Functional Annotation |
Amount | € 6,000,000 (EUR) |
Funding ID | 817923 |
Organisation | European Union |
Sector | Public |
Country | European Union (EU) |
Start | 04/2019 |
End | 04/2022 |
Description | BBSRC Responsive Mode |
Amount | £1,640,000 (GBP) |
Funding ID | BB/V009818/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 08/2021 |
End | 08/2025 |
Description | BBSRC Responsive Mode |
Amount | £900,000 (GBP) |
Funding ID | BB/R008612/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 03/2018 |
End | 03/2021 |
Description | Direct funding from Industry (Hendrix Genetics) - Genome editing for resistance to IPNV in salmon |
Amount | £180,892 (GBP) |
Organisation | Hendrix Genetics |
Sector | Private |
Country | Netherlands |
Start | 06/2016 |
End | 03/2019 |
Description | Genome editing for resistance to viral disease in rainbow trout |
Amount | £161,786 (GBP) |
Organisation | Hendrix Genetics |
Sector | Private |
Country | Netherlands |
Start | 11/2020 |
End | 02/2022 |
Description | Genomic and nutritional innovations for genetically superior farmed fish to improve efficiency in European aquaculture |
Amount | € 6,149,963 (EUR) |
Funding ID | 818367 |
Organisation | European Union |
Sector | Public |
Country | European Union (EU) |
Start | 01/2019 |
End | 12/2022 |
Description | Horizon 2020 - Food security, sustainable agriculture and forestry, marine and maritime and inland water research - Ross Houston - Mediterranean Aquaculture Integrated Development |
Amount | £290,823 (GBP) |
Funding ID | 727315 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 04/2017 |
End | 04/2021 |
Description | Horizon 2020 Call H2020-SFS-2016-2 |
Amount | € 7,000,000 (EUR) |
Funding ID | 727315 |
Organisation | European Union |
Sector | Public |
Country | European Union (EU) |
Start | 04/2017 |
End | 04/2021 |
Description | Industry Partnership Award (TR) - Ross Houston - Improving resistance to infectious salmon anaemia using genome editing: Novel approaches to tackling viral disease in aquaculture |
Amount | £566,189 (GBP) |
Funding ID | BB/R008612/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 03/2018 |
End | 03/2021 |
Description | Newton International Fellowship |
Amount | £96,501 (GBP) |
Funding ID | NF160037 |
Organisation | British Council |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 03/2017 |
End | 02/2019 |
Description | Research Grant - Ross Houston - Genomic selection to enhance tilapia breeding |
Amount | £449,897 (GBP) |
Organisation | Worldfish |
Sector | Charity/Non Profit |
Country | Malaysia |
Start | 08/2018 |
End | 12/2022 |
Description | Scottish Aquaculture Innovation Centre |
Amount | £1,000,000 (GBP) |
Organisation | Scottish Aquaculture Innovation Centre |
Sector | Multiple |
Country | United Kingdom |
Start | 03/2018 |
End | 03/2020 |
Description | Scottish Aquaculture Innovation Centre (SAIC) (TR) - Ross Houston - Genomic breeding for gill health and lice resistance in salmon: Towards a step improvement in accuracy and affordability |
Amount | £314,771 (GBP) |
Funding ID | 4640007 |
Organisation | Government of Scotland |
Department | Scottish Funding Council |
Sector | Public |
Country | United Kingdom |
Start | 04/2018 |
End | 05/2020 |
Description | Standard - Ross Houston - ROBUST-SMOLT Impact of early life history in freshwater Recirculation Aquaculture Systems on A. salmon robustness and susceptibility to disease at sea |
Amount | £202,913 (GBP) |
Funding ID | BB/S00436X/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 01/2019 |
End | 12/2021 |
Description | Standard Grant - Ross Houston - AquaLeap: Innovation in Genetics and Breeding to Advance UK Aquaculture Production |
Amount | £403,285 (GBP) |
Funding ID | BB/S004343/1 |
Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
Sector | Public |
Country | United Kingdom |
Start | 01/2019 |
End | 12/2021 |
Description | Collaboration with Benchmark PLC in salmon gene editing |
Organisation | Benchmark Holdings |
Country | United Kingdom |
Sector | Private |
PI Contribution | This collaboration has been to develop a successful Industrial Partnership Award proposal for BBSRC into gene editing for disease resistance in salmon. Our team have developed gene editing facilities and capability in house for salmon (cell culture and embryos), and worked together with Benchmark to codevelop the project which begins on 1 April 2018. The reference code is BB/R008612/1. |
Collaborator Contribution | The partners are bringing substantial in kind contribution, cash contribution and expertise to the project. This includes access to samples and data from their salmon breeding programme in Norway, and access to year-round salmon gametes for gene editing experiments. |
Impact | Outputs include the successful award of project BB/R008612/1 |
Start Year | 2017 |
Description | Collaboration with University of Chile and AquaInnovo |
Organisation | AquaChile |
Country | Chile |
Sector | Private |
PI Contribution | Chile is the second largest producer of Atlantic salmon in the world. This collaboration is based on research projects aimed at improving breeding for disease resistance in Chilean farmed salmon. The collaboration centres around a bilateral Newton project RCUK-CONICYT: Utilising functional genomic variation for improved disease resistance in Chilean salmon aquaculture. In this project, our team will run large-scale genomic analyses on disease challenged salmon samples, including from salmon challenged with sea lice and piscirickettsia salmonis - a major bacterial pathogen of salmon. This will include whole genome resequencing, analyses of differential gene expression profiles between resistant and susceptible fish, and genomic prediction analyses. |
Collaborator Contribution | The project partners (AquaChile and University of Chile) have provided access to over 5,000 samples from pedigreed Atlantic salmon stocks with associated data on sea lice and P. salmonis resistance. In addition, they provide significant practical and academic expertise to the collaboration. |
Impact | The outcomes of the collaboration to date have included training of postdoctoral researcher Diego Robledo in University of Chile in January 2017, and publications of peer-reviewed manuscripts: Genomics in aquaculture to better understand species biology and accelerate genetic progress. Jose M. Yáñez, Scott Newman, Ross D. Houston - 01 Apr 2015 - Frontiers in genetics Vol: 6. Genetics and genomics of disease resistance in salmonid species. José M Yáñez, Ross D Houston, Scott Newman - 2014 - Frontiers in genetics Vol: 5 Pages: 415 The future outcomes of the project will be improved methods of breeding for resistance to disease in Chilean salmon aquaculture. The collaboration includes quantitative genetics, disease biology, high throughput genomics / sequencing, and bioinformatics. |
Start Year | 2014 |
Description | Collaboration with University of Chile and AquaInnovo |
Organisation | University of Chile |
Country | Chile |
Sector | Academic/University |
PI Contribution | Chile is the second largest producer of Atlantic salmon in the world. This collaboration is based on research projects aimed at improving breeding for disease resistance in Chilean farmed salmon. The collaboration centres around a bilateral Newton project RCUK-CONICYT: Utilising functional genomic variation for improved disease resistance in Chilean salmon aquaculture. In this project, our team will run large-scale genomic analyses on disease challenged salmon samples, including from salmon challenged with sea lice and piscirickettsia salmonis - a major bacterial pathogen of salmon. This will include whole genome resequencing, analyses of differential gene expression profiles between resistant and susceptible fish, and genomic prediction analyses. |
Collaborator Contribution | The project partners (AquaChile and University of Chile) have provided access to over 5,000 samples from pedigreed Atlantic salmon stocks with associated data on sea lice and P. salmonis resistance. In addition, they provide significant practical and academic expertise to the collaboration. |
Impact | The outcomes of the collaboration to date have included training of postdoctoral researcher Diego Robledo in University of Chile in January 2017, and publications of peer-reviewed manuscripts: Genomics in aquaculture to better understand species biology and accelerate genetic progress. Jose M. Yáñez, Scott Newman, Ross D. Houston - 01 Apr 2015 - Frontiers in genetics Vol: 6. Genetics and genomics of disease resistance in salmonid species. José M Yáñez, Ross D Houston, Scott Newman - 2014 - Frontiers in genetics Vol: 5 Pages: 415 The future outcomes of the project will be improved methods of breeding for resistance to disease in Chilean salmon aquaculture. The collaboration includes quantitative genetics, disease biology, high throughput genomics / sequencing, and bioinformatics. |
Start Year | 2014 |
Description | Strategic research partnership with WorldFish |
Organisation | Worldfish |
Country | Malaysia |
Sector | Charity/Non Profit |
PI Contribution | Roslin and Worldfish have a strategic research partnership since 2018 which focuses on selective breeding of Nile tilapia, one of the world's most important farmed fish species. Roslin scientists are developing genomic tools, and investigating how those genomic tools can be used to improve disease resistance of tilapia via breeding. |
Collaborator Contribution | The partners WorldFish run a tilapia breeding programme which provides samples and data to support the research undertaken at Roslin. This breeding programme also provides the route to impact by which the improved strains can be disseminated to benefit low and middle income country fish farmers. |
Impact | This has led to a peer reviewed publication https://www.sciencedirect.com/science/article/pii/S0044848619331837 describing genetic resistance to tilapia lake virus, which is one of the most problematic pathogens for global aquaculture. The story was presented in news form via the University of Edinburgh https://www.ed.ac.uk/edinburgh-infectious-diseases/news/news/genetic-resistance-to-lethal-virus-in-farmed-fish and also Science magazine https://www.sciencemag.org/news/2020/03/emerging-virus-killing-farmed-fish-breeders-can-help-them-fight-back |
Start Year | 2017 |
Description | Strategic research partnership with WorldFish |
Organisation | Worldfish |
Country | Malaysia |
Sector | Charity/Non Profit |
PI Contribution | A strategic research partnership has been established between Roslin and WorldFish. This partnership is initially focussed on use of advanced genetic and genomic technology to improve selective breeding of tilapia - one of the world's most important foodfish. Our contribution has included development of a research programme that builds on research performed in Atlantic salmon to inform strategies and techniques to implement genomic selection in WorldFish tilapia breeding programme. |
Collaborator Contribution | WorldFish run a family based selective breeding programme for tilapia and will provide data and samples from this programme to inform the research. |
Impact | This is a multidisciplinary partnership involving researchers involved in tilapia health, genetics, molecular biology and bioinformatics. |
Start Year | 2017 |
Description | New Scientist Future of Food Webinar |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Ross Houston took part in the New Scientist Future of Food and Agriculture workshop by taking part in a panel discussion on genome editing. |
Year(s) Of Engagement Activity | 2020 |
URL | https://www.newscientist.com/science-events/future-food-agriculture/ |
Description | Organised a British Council Researcher Links conference in Mexico |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Co-organised a Researcher Links conference about Genomics in Aquaculture in Merida, Mexico in January 2017. This 5 day event featured around 40 scientists, with a mix of young researchers and mentors from both the UK and Mexico. This has already led to several collaborative links between UK and Mexico in this field. |
Year(s) Of Engagement Activity | 2017 |
URL | https://sites.google.com/site/genomicsinaquaculturemxuk/home |