Development of a proteomic platform to facilitate the generation of new and improved vaccines for use in aquaculture.

Lead Research Organisation: University of Aberdeen
Department Name: Inst of Biological and Environmental Sci

Abstract

With concerns over dwindling wild fish stocks and the UK government recommending that we all eat two portions of fish a week as part of a healthy diet, we are increasingly turning to aquaculture, the farming of fish and shellfish, as a sustainable way of filling our needs. Over the last 20 years, aquaculture in the UK has developed into an industry worth well over £1 billion per year, dominated by Scottish salmon farming. To ensure that the industry can meet increasing demands for sustainable fish, the government is aiming to grow UK aquaculture production 25% by 2020.

Infectious diseases are the most significant threat to the stability and future expansion of the aquaculture industry; much like in human cities, occasionally previous bacterial and viral infections can re-emerge in a fish farm or new infections can spread from other places. An infection outbreak can cause massive financial losses due to fish death, costs of expensive interventions, or the poor quality of the resulting fish flesh. Also, as for us humans, the best way to prevent disease outbreaks on fish farms is by vaccination; this strategy is so effective for bacterial diseases that the use of antibiotics in aquaculture has almost stopped completely. In fact, every salmon farmed in Scotland will have been vaccinated at least once in its life.

While very successful for some diseases, fish vaccination in its current form also has a number of drawbacks; primary among these is that each fish has to be individually injected with a vaccine, which is quite a challenge considering more than 150,000 tonnes of salmon are produced each year! This is not only costly and time-consuming but can cause the fish to become stressed making them susceptible to other opportunistic infections. Second are the potential side-effects of the immune system stimulants (or 'adjuvants') present in the vaccination; the optimal formulation will have adjuvants strong enough to induce a robust immune response but not so strong that they cause side-effects impacting the quality or welfare of the fish. Finally, some diseases have proven more challenging than others in terms of developing effective vaccines.

For these reasons, many scientists are trying to find better ways to administer fish vaccines and adjuvants, while looking for new ways to vaccinate against fish diseases where no vaccine yet exists. However, vaccine development and validation is a slow process that requires extensive scientific testing with living fish. Therefore, there is great interest in the development of approaches that will reduce the number of fish required for vaccine testing, while making the testing process more robust at the same time. With this in mind, our project aims to adapt a new 'proteomic' technology currently used in the study of human disease - to quickly and accurately monitor fish immune responses. The method allows extremely precise measurements of protein levels and will allow us to accurately monitor key factors involved in an effective immune response such as antibodies. Our approach will allow miniscule blood samples to be taken from the same fish many times during an immune response, which is an improvement on comparable existing methods that require much more blood and hence a lot more fish to be sacrificed during an experiment.

Overall, our approach will enable scientists in the aquaculture sector to accurately monitor changes in fish immune protein levels in response to new and existing vaccines - allowing them to gauge the strength of immune responses and to predict the level of immunity conferred, whilst using fewer fish than current testing protocols. This in turn should help new vaccines and novel methods of administration to come online much more quickly, which will feedback to have positive effects on the sustainability and growth of aquaculture in the UK and worldwide.

Technical Summary

Aquaculture is the fastest expanding sector of food and animal production in the UK and this growth is threatened by emergent or existing diseases. As the industry is worth >£1 billion per annum, considerable effort is being directed into development of new and/or more efficacious fish vaccines with easier, less labour-intensive methods of administration. To evaluate immune protection, most research groups currently use a vaccination-challenge strategy with terminally acquired samples, combined with quantitative PCR measurements of immune gene mRNA levels for validation. Such approaches require large numbers of animals to obtain sufficient statistical power and provide only limited information on the nature and kinetics of the protective response. Therefore, the objective of this project is to develop a proteomics platform that will allow rapid, repeatable and accurate quantification of multiple proteins in minimally-manipulated fish plasma samples. To achieve our objective, we will develop targeted mass-spectrometry (TMS) methods exploiting a state-of-the-art Hybrid Quadrupole-Orbitrap system. TMS proteomics is currently used mostly in clinical research and drug development and offers a number of routes to routinely quantify targeted proteins in complex biological samples down to ng/ml levels with high consistency and accuracy. Following optimisation, our final protocol will be combined with a non-lethal sampling technique allowing quantification of target immune proteins in plasma samples from individual rainbow trout over the course of an immune response. Our platform will enable scientists in the aquaculture sector to gain a more accurate and complete understanding of the immune response when testing new vaccines, adjuvants or modes of administration. In turn, this should shorten the time it takes for new and improved vaccines to come to market, while dramatically reducing the number of animals required relative to current testing protocols.

Planned Impact

This study will bring together experts in the fields of immunology, bioinformatics, proteomics and monoclonal antibody production to address one of the main limitations to the expansion of the UK aquaculture industry- the need to rapidly develop new/improved fish vaccines that can be administered quickly to protect stock from infection. We anticipate our research will have a variety of academic, industrial and economic impacts, in the UK and beyond, culminating in benefits to the wider public:

Scientific community: the most immediate impact of this work will be within the international group of researchers working on fish immunology and vaccine development. The ability to routinely and accurately measure immune proteins in plasma samples by targeted mass spectrometry (TMS) will allow scientists in academic and commercial sectors to gain a more accurate and comprehensive understanding of fish immune responses when testing new vaccines, adjuvants or modes of administration. The method can be easily adapted to blood markers indicative of other traits of interest in aquaculture, for example growth or stress. We anticipate that many researchers working in others areas of biology and with other species will also benefit from the TMS protocols we develop; in fact, in the post-genomic era, where costs of obtaining sequence data are relatively low, there are almost no limits to the potential uses of TMS for molecular studies in both model and non-model organisms, including several research areas prioritised by NERC and BBSRC. Thus this project will play an important role in promoting TMS outside of its current clinical applications.

Aquaculture industry: disease outbreaks can be catastrophic to the aquaculture industry; high mortality rates lead to severe financial losses, site closures and redundancies. The TMS platform developed in this project and follow up work should enable new and improved vaccines to come to market more quickly, thus helping to remediate costs of disease to aquaculture in the long-term. Scientists in the aquaculture sector will also be interested in TMS as a novel tool for diagnostics (e.g. to gauge physiological status of the fish) and/or to rapidly screen fish for infection (e.g. by detecting viral or bacterial proteins in a sample).

Government: given the importance of aquaculture to the UK economy, the UK and devolved Scottish governments have a shared interest in the industry's expansion and stability. However, in order to achieve government objectives to increase production by 25% by 2020, new and improved fish vaccines and administration methods will be needed. The development of TMS will provide essential information to enable this process. Our use of non-lethal sampling for this study will also encourage other groups to use the same technique, supporting government initiatives (i.e. NC3Rs) to reduce the number of animals used for research.

Students: we have a large undergraduate, post-graduate and post-doctoral community within the College of Life Sciences and Medicine at UoA; this project offers the opportunity to introduce them to an emergent technology and discuss its adaptation to new areas of research.

Wider public: With concerns over dwindling wild fish stocks and increasing consumer demand for sustainably sourced fish, the aquaculture industry is under significant pressure to meet consumer demands. By facilitating the efficiency with which new vaccines can be tested and validated, our project will help the industry expand and meet these needs. Another area of public concern is the excessive use of antibiotics in the food production industry, a practice thought to have contributed to the emergence of antibiotic resistant bacterial strains. Due to the success of current fish vaccination programmes the use of antibiotics in UK aquaculture is low compared to other farmed animals, however the development of additional vaccines for fish bacterial diseases will ensure this continues.
 
Description With concerns over dwindling wild fish stocks, we are increasingly turning to aquaculture, the farming of fish and other aquatic species, to provide our recommended two portions of fish per week. However, fish, like any other species, are prone to infectious diseases and vaccination is widely considered to be the best way to protect farmed stocks from devastating disease outbreaks. For this reason scientists are working to develop vaccines against fish diseases where no vaccine yet exists and improve the efficacy of the vaccines in current use. In this project we set out to adapt a new technology that allows many proteins to be measured ('proteomics') and will allow researchers to measure fish immune responses quickly and accurately, with the hope that it can be used to streamline the testing of new fish vaccines.

The proteomic method we have been developing requires only a few drops of blood and allowed us to trial a new protocol where a fish is immunised, before small samples are taken periodically and repeatedly from the same animal, allowing individual-level immune responses to be studied. We used rainbow trout, an important UK aquaculture species, to show this new method works well, with little impact on the health and welfare of the animals tested, allowing scientists to use far fewer fish when testing vaccines in the future compared to current methods.

Before proteomic analysis, we performed an approach called ELISA using blood samples from each tested fish, which allowed us to confirm the animal had raised a specific immune response to the immunization. Although all fish raised a specific antibody to the protein used for immunization, we observed surprising variability in the size and timing of this response, for example over two weeks separating the appearance of antibody in the fastest and slowest responding fish. This type of basic information will be of immediate use for those testing new vaccines or immunisation approaches in salmonids, at the very least allowing a better informed choice of experimental timepoints.

The proteomic technology we have developed in this award is a form of high-resolution mass spectrometry, performed on a Hybrid Quadrupole-Orbitrap mass spectrometer. Although such technology is routinely used in the study of human disease, we first had to optimise it for use with our trout blood samples; to this end we tested a range of sample preparation and machine run conditions to find those that allowed us to measure as many of immune proteins as possible (a so-called 'global' analysis). The optimized conditions were used to analyse the samples from immunised trout, allowing us to quantify the relative levels of more than 300 unique plasma proteins over the first 84 days of an immune response in six different animals. This is the first time the immune response of individual fish has been assessed at such depth. These methods were developed in parallel to a related research project, aiming to better understand growth regulation in fish, which has encouraged extensive knowledge exchange.

A large amount of data has been generated using the global proteomic approach and analysed with advanced statistical methods. A key finding was the extent of individuality in the immune response; individual fish showed very different profiles for many of the plasma proteins analysed, suggesting much useful information is lost with current methodologies which average data from pools of animals. However, our results also revealed a subset of proteins that show highly coordinated changes in expression across multiple fish. These include a family of molecules called apolipoproteins that appear to be promising immune biomarkers. We also discovered several entirely uncharacterized proteins that show highly coordinated responses in different individuals and are conserved in evolution. These are currently being investigated as potential effectors of disease resistance.

We have also used the main proteomics dataset generated during this grant to understand how the bioinformatic tools used to identify proteins and quantify differences in their abundance across samples are able to distinguish duplicated copies of proteins resulting from a salmonid-specific whole-genome duplication event (from which around half of all proteins are retained in duplicate); this analysis will be very useful to other salmonid biologists using LC-MS proteomics in the future. Our primary findings are now published (Bakke et al. 2020; Frontiers in Immunology) and the tools developed in this project have directly fed into our ability to analyse the proteome profile of other tissues in salmonid fishes, which have acknowledged this award (reported in publications section).
Exploitation Route -Our new immunisation protocol will allow researchers studying fish immune responses as well as those developing new vaccines to use fewer fish for their studies (aiding compliance with the 3Rs).
-As well as improving our knowledge regarding proteins previously shown to be involved in fish immune protection we have uncovered a number of new targets which also appear be playing a role, and that certainly should be investigated further.
-We have shown the utility of global proteomic analysis in understanding fish immune responses and are on our way to completing the same for targeted proteomic approaches.
- We have shown how the bioinformatic tools used in proteomic analyses are dealing with closely related proteins resulting from gene duplication, which will be useful for others using proteomics in organisms with a large number of duplicated molecules in their proteome.
-Once validation is complete we anticipate the platform we have developed can be used by scientists in the aquaculture sector to gain a more accurate and complete understanding of the immune response when testing new vaccines, adjuvants or modes of administration. This, in turn, should shorten the time it takes for new and improved vaccines to come to market, while reducing the number of animals required relative to current protocols.
Sectors Agriculture, Food and Drink

 
Description BBSRC Eastbio PhD studentship titled: Development of a proteomics platform to monitor immune responses in non-model vertebrates.
Amount £100,000 (GBP)
Funding ID BB/M010996/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 10/2016 
End 09/2020
 
Description Co-funded grant: Clinical nutrition and the treatment of Atlantic salmon gill diseases. (PI: Prof Sam Martin, University of Aberdeen; Co-I: Daniel J. Macqueen; Univeristy of Aberdeen; Partnered with BioMar and Scottish Sea Farms.)
Amount £284,092 (GBP)
Organisation Scottish Aquaculture Innovation Centre 
Sector Multiple
Country United Kingdom
Start 10/2017 
End 09/2019
 
Title Label free shotgun proteomic method for measuring fish blood plasma proteins after immunization - coupled to repeated sampling of blood from same individual 
Description This tool involves the tryptic digestion of a protein sample, before the resultant peptides are injected into and separated by liquid chromatography (we used an UltiMate 3000 RSLCnano system; Dionex/Thermo Scientific) coupled to a Q Exactive Plus quadrupole-equipped orbitrap mass spectrometer (Thermo Scientific). Following mass spectrometry scans, the raw data was analysed using the MaxQuant program (Cox and Mann, 2008; Nat. Biotechnol. 26, 1367-1372), using a label-free quantification method (Cox et al., 2014; Mol. Cell. Proteomics 13, 2513-2526). Identification of proteins was done against the latest rainbow trout reference assembly (GCA_002163495.1). Development of this tool during the award is making a broad positive impact to ongoing research within the groups of the award holders (PI: Macqueen, Former PI: Dooley, Co-I: Stead). The label-free shotgun proteomics approach developed within the project is being used routinely in several projects led by Macqueen to dissect the basis of physiological traits relevant to salmonid aquaculture, and it now a routine method in an armoury of omics tools used by his group. The same approach is being used in a BBSRC PhD studentship (BB/M010996/1) co-supervised with Dooley and Stead. 
Type Of Material Technology assay or reagent 
Year Produced 2016 
Provided To Others? No  
Impact A major objective of BB/M026345/1 was to reduce the number of fish used in vaccine testing and immune research. We have successfully developed an approach that combines the use of repeated blood sampling of the same individual during an immune response, with high power proteomics that can measure a large number of proteins simultaneously. This advance allows the generation of more in-depth data regarding the immune response but using far fewer fish. It also gives us direct empirical insights into individual variation in immunological traits missed by more typical experimental designs (i.e. where data is pooled from a large number of animals). Such information will facilitate the identification of variables that separate vaccine-responsive and non-responsive animals, and help inform the design of new and/or more protective, aquaculture vaccines. 
 
Title Technology assay or reagent - Parallel reaction monitoring for measuring fish target blood plasma proteins after immunization - coupled to repeated sampling of blood from same individual 
Description A targeted proteomics parallel reaction monitoring (PRM) approach has been developed during the project, with the work led by Co-I Stead, lead Proteomics Technologist within the University of Aberdeen core Proteomics unit. The approach involves the use of heavy-labelled versions of the tryptic peptides targeted by PRM, which are spiked into the sample mix. Fisher Thermo Scientific software PinPoint is used to determine quantitative levels of target proteins. This work is being further developed in a BBSRC PhD studentship, but a publication reporting the findings of the award should be published within 2018. 
Type Of Material Technology assay or reagent 
Year Produced 2018 
Provided To Others? No  
Impact Knowledge gained during the award is opening-up a new branch of PRM tools that the Aberdeen core proteomics facility can offer to researchers in the future. A major objective of BB/M026345/1 was to reduce the number of fish used in vaccine testing and immune research. We have successfully developed an approach that combines the use of repeated blood sampling of the same individual during an immune response, with high power proteomics that can measure a large number of proteins simultaneously. This advance allows the generation of more in-depth data regarding the immune response but using far fewer fish. It also gives us direct empirical insights into individual variation in immunological traits missed by more typical experimental designs (i.e. where data is pooled from a large number of animals). Such information will facilitate the identification of variables that separate vaccine-responsive and non-responsive animals, and help inform the design of new and/or more protective, aquaculture vaccines. 
 
Description Collaboration with Helen Dooley lab 
Organisation University of Maryland
Country United States 
Sector Academic/University 
PI Contribution Ongoing shotgun and targeted proteomics work, aiming to understand development of immunity in fishes and sharks using non-lethal methodologies.
Collaborator Contribution Dooley lab has contributed cost of PACBIO (2x SMRT cells) and high coverage Illumina sequencing (2 HiSeq 4000 lanes) of a shark multi-tissue transcriptome, which will form the reference to be used in ongoing proteomics analyses in the Macqueen lab. Dooley lab is also contributing plasma samples gained from a shark long-term immunization study, which will be used for proteomics analysis, in addition to rainbow trout plasma samples.
Impact Talk: Sept 2018. Macqueen DJ. 'Plasma proteomics reveals predominantly individual responses to immunization in rainbow trout'. ARCH-UK annual science event. Sept 3-4 Agri-Food and Biosciences Institute
Start Year 2017
 
Description Aquaculture Europe conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited to present at the BBSRC-NERC session at Aquaculture Europe Scotland held in Edinburgh. Our project was also selected by BBSRC as a 'case study' at their corporate stall to illustrate the type of work they fund.
Year(s) Of Engagement Activity 2016
 
Description BBSRC-NERC aquaculture workshop, London 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Specialist workshop for scientists and industry leaders in aquaculture to meet and form new collaborations.
Year(s) Of Engagement Activity 2015
 
Description Conference oral presentation: 'Plasma proteomics reveals predominantly individual responses to immunization in rainbow trout' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact The purpose was to disseminate applied collaborative proteomics research done in the Macqueen lab at the ARCH-UK annual science event, held on Sept 3-4 at the Agri-Food and Biosciences Institute, Belfast. The title of the talk was "Plasma proteomics reveals predominantly individual responses to immunization in rainbow trout". The meeting was attended by a range of researchers and industrial representatives, focussed on building a sustainable aquacuture indistry in the UK, in addition to a robust research sector contributing to the same aim. My talk was well received, and led to a range of discussions with other researchers about the tools being used in the lab.
Year(s) Of Engagement Activity 2018
URL https://www.aquaculturehub-uk.com/
 
Description Coordinated meeting of the international 'Functional Annotation of All Salmonid Genomes' initiative 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact This meeting was attended by 30 salmonid biologists linked to the international FAASG initiative (https://www.faasg.org/). Key discussions were held on the future of the initiative, its links to UK infrastructure (EMBL-EBI) and future funding priorities, influencing funders in attendence (Norwegian Research Council and Genome Canada)
Year(s) Of Engagement Activity 2019
URL https://icisb.org/faasg-meeting/
 
Description Explorathon 2015 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Hosted a stall about fish farming, disease and vaccination at Explorathon 2015, Aberdeen, to educate members of the public about our work; spoke to approx. 50 adults and children over the course of the evening.
Year(s) Of Engagement Activity 2015
 
Description Interview for local radio station SHMU FM 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Interviewed about our work by local radio SHMU FM for their 'Talking Science' program.
Year(s) Of Engagement Activity 2016
 
Description Lead coordinator of the fourth International Conference on the Integrative Biology of Salmonids (https://icisb.org/). 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact The fourth International Conference on Integrative Salmonid Biology (ICISB 2019), followed on from previous meetings in 2012 (Oslo, Norway), 2014 (Vancouver, Canada) and 2016 (Puerto Varas, Chile). The ICISB meetings have been core funded and organized by the International Cooperation to Sequence the Atlantic Salmon Genome (ICSASG), a trilateral effort between Canada, Chile and Norway. The theme of ICISB 2019 was'Beyond the genome: taking leaps forward in salmonid biology' to reflect the recent staggering progress in genomic resource development and exploitation since the Atlantic salmon reference genome was published in 2016.

There was an audience of ~200, which represented a mixture of researchers from Professors leading in the field, to undergraduate students. Many international collaborations and opportunities for further research, funding and meetings were explored with a range of stakeholders, including funders, media and industry.
Year(s) Of Engagement Activity 2019
URL https://icisb.org/
 
Description Marine Biotechnology Conference, 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited to give a keynote presentation on our project at 11th International Marine Biotechnology Conference held in Baltimore, USA.
Year(s) Of Engagement Activity 2016
 
Description Seminar at the Roslin Institute: "Farmed Fish Integrative Genomics" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact I gave a seminar at the Roslin Institute, which was an overarching overview of the major research projects in my lab. The seminar was linked to job vacancy, so pitched towards the relevance of my work to BBSRC/UKRI remit and the interests/remit of the Roslin Institute. I was succesful in getting the position (Reader, University of Edinburgh), so a major impact followed this seminar.
Year(s) Of Engagement Activity 2018
 
Description Seminar, Daniel Macqueen: 'Linking evolution and function through genomes - Fishing for insights'. Roslin Institute, University of Edinburgh. Hosted by Prof. Ross Houston. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact This was a seminar, where findings from this award were described. The audience were academics, research scientists, PhD students and undergraduate students. The seminar served to disseminate knowledge and understanding generated during the award, and led to fruitful discussions about future collaborations.
Year(s) Of Engagement Activity 2017
 
Description Seminar, Daniel Macqueen: University of Bergen (Institute of Marine Research). Growth and immune function cross-talk: Insights from studies of salmonid fish. Hosted by Dr Anna Wargelius. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact This was an seminar to academics, PhD and undergraduate students, along with some representatives of industry - in my seminar, I described progress made in proteomics tools developed during the award.
Year(s) Of Engagement Activity 2017