Climate Genomics for Farm Animal Adaptation

Lead Research Organisation: CARDIFF UNIVERSITY
Department Name: School of Biosciences

Abstract

ClimGen is a project that focuses on the identification and use of 'omics technology for building livestock resilience to climate change. Bringing together previous and ongoing national, EU and global efforts to understand livestock adaptation to climatic extremes, the project will seek to identify genomic tools and biomarkers that can be used to predict adaptation in livestock populations to thermal and related challenges. Alongside scientific investigation, ClimGen will also develop and assess the efficacy of modified breeding strategies that use 'omics information to rapidly equip livestock populations with the resilience that will be required to withstand the predicted negative effects of climate change in the short, medium and long-term. ClimGen will also act as a source of relevant information for Stakeholders, who will both participate in and influence the development of the project.

ClimGen's activities can be divided into three. First we will carry out a data-mining and gap filling exercise for identifying genomic targets of selection in cattle, sheep and goat populations that occur in challenging climates throughout Europe and in northern and central Africa. Replicated climate contrast data will be analysed from across Europe, including new samples in the Carpathian region, data for cattle and sheep in the extreme north and data for sheep and goats in the extreme south (Morocco). In this way ClimGen will make maximum use of data that have already been generated but not analysed to detect adaptation across climates and will only concentrate on producing data in hotspot regions where it is most needed.

Second, we will carry out three case study experiments to find biomarkers of climate adaptation within the transcriptome and epigenome. These studies will analyse contrasting systems and seek to detect profile changes in 1) sheep and goats in contrasting thermal environments, 2) in pigs under thermal stress with controlled temperature environments and 3) in red-legged partridges under immune and thermal stress. Biomarker responses will be compared among these diverse systems and compared with the selection targets identified in the first activity.

Finally, these data will be used in an assessment of new strategies for breeding climate resilience into livestock populations using state-of-the-art simulations, assuming different approaches such as admixture and genomic selection, which will be compared with more traditional breeding methods in terms of their comparative efficiency over short, medium and longer timescales.

Technical Summary

Using a combination of existing and new genomic datasets, ClimGen will use cutting-edge analytical approaches to identify genetic signatures of adaptation to environments selected to provide contrasting climates but also in environmental contexts that are expected to become more common in Europe under currently climate change predictions during this century. Large-scale genomic datasets are either already available or in the last stages of production that are available to the ClimGen consortium, due to the involvement of Partners in relevant projects.

While genomic signatures of selection provide a view of ongoing evolutionary processes under climate change, it is also necessary to understand the responses of populations under climate stress under short time-scales. The use of omics tools to understand, for example, changes in gene expression and epigenomic modification potentially provide a window on adaptive mechanisms that do not occur over an evolutionary timescale. To address this issue, ClimGen will examine three contrasting case studies (sheep, pigs and partridge) that encapsulate different approaches to understanding the influence of climate stress on biological systems responses.

When climate change calls for new adaptations, the swift implementation of breeding and management strategies designed to cope with this challenge will be essential. This may take the form of breed replacement or modification and a major change in production systems for which ideal breeds may not yet exist. Within ClimGen we will evaluate the costs and benefits, using the data we have acquired and will produce, of alternative strategies for breeding mediated adaptation under climate stress. We will evaluate strategies for traditional selection within breeds, the replacement of currently breeds with different, climate adapted populations and compare these with an 'omically-informed' strategy whereby additional traits are identified from our work and others.

Planned Impact

Not applicable.
 
Description Climgen focused on understanding the genomic architecture of climate-mediated selection and adaptation in farmed animal species and used this information to design breeding schemes to accelerate climate adaptation. This was implemented by gathering and analysing existing genomic data from livestock in Eurasia and Africa where climate metadata was collected or inferred and by producing new data for sheep and goats in the Romanian Carpathians. Epigenomic and transcriptomic data were analysed for temperature contrasts in extensively reared sheep and goats in Morocco, intensively and extensively reared pigs in Italy and farmed red-legged partridges in Spain. A linked Marie Sklodowska-Curie Fellowship (AdaptClim) examined genomic and epigenomic changes in Spanish cattle breeds reared in tropical Colombia. Full climate metadata was available for 1,064 cattle from 13 breeds, for 1,356 sheep from 47 breeds, for 610 goats from 13 breeds and for 1,287 pigs from 8 breeds. However, only a small minority of available genomic datasets for Eurasian and African livestock included such metadata. Data were collected using a newly designed rigorous protocol and guide, which provides a model example for future studies. Data were compiled into a new, searchable and publicly available database (www.bioinformatics.technoparco.org/climgen ), with a mapping interface. In addition, 144 Turcana sheep and 144 Carpatina goats were sampled from Romania and genotyped for the Ovine Illumina 50K SNP array. For the epigenomic analysis, 22 Moroccan goats and 25 sheep were subjected to MeDIP-Seq to identify differentially methylated genomic regions, revealing up to 18 regions in sheep and 63 in goats. For pigs, RNA sequencing identified five upregulated regions in individuals raised at higher temperatures. For partridges, a de novo reference transcriptome was generated, and non-infectious challenges identified a key role for the immune system. Landscape genomic analysis carried out in collaboration with the École Polytechnique Fédérale de Lausanne identified key environmentally mediated selection signatures in unstructured Spanish cattle breeds and Romanian goats identified nine and five genomic regions respectively, including genes involved in skin cancer (both species) and temperature regulated fatty acid composition (cattle). Colombian cattle showed strong evidence of local selection and a novel gene associated with the slick hair coat phenotype, an adaptation to hot and humid climates. Finally, simulations of future breeding strategies with adaptation (locally, environmentally adapted) and production (commercial) lines showed that accelerated breeding can be achieved most efficiently by introgression from adapted into production lines because this approach leads to the selection of favorable locally adapted genes, while still maintaining a high level in production. Climgen's results show that adaptation to climate mediated selection is a feature of livestock populations, even in the absence of genetic structure. This implies that breeds already distributed across climatic gradients may be able to be adapted to climate change from their own gene pool. However, our simulation studies also show that locally adapted breeds can help accelerate progress in commercial breeds (and vice versa), depending on how strong the differential in production or adaptation is assumed. Results have been disseminated by Newsletters and stakeholder events at national and European levels.
Exploitation Route We are providing evidence for improved use of genomic data for climate adaptation in livestock. Our publications are just coming out in that area now.
Sectors Agriculture, Food and Drink

URL https://climgen.bios.cf.ac.uk/
 
Description Marie Sklodowska Curie Fellowship
Amount € 146,764 (EUR)
Organisation European Commission 
Sector Public
Country European Union (EU)
Start 05/2015 
End 04/2018
 
Title New digital tool for collating genomic data from georeferenced livestock populations 
Description We created a newly rigorous protocol and guide for collection of livestock genomic data, which provides a model example for future studies. Data were compiled into a new, searchable and publicly available database (www.bioinformatics.technoparco.org/climgen ), with a mapping interface. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact Not clear yet but we hope and expect this will provide an example of best practice for future collection and storage of such data. 
URL http://www.bioinformatics.technoparco.org/climgen
 
Title Database of georeferenced genomic datasets of European livestock 
Description This collects genomic data (chiefly Single Nucleotide Polymorphism data) for livestock species in Europe where precise geolocation and/or associated environmental metadata are available with the genomic information. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact N/A 
URL http://www.bioinformatics.technoparco.org/climgen
 
Description EPFL Lausanne 
Organisation Swiss Federal Institute of Technology in Lausanne (EPFL)
Country Switzerland 
Sector Public 
PI Contribution EPFL Lausanne are formally federating to the ClimGen project. We invited them to the kick-off meeting and I am helping the PI (Stephane Joost) to establish their activity within the project.
Collaborator Contribution EPFL are contributing a genomic dataset for Swiss Brown cattle that are under climate stress in the Swiss Jura. It is a large dataset of 700,000 SNP chip genotypes plus environmental metadata.
Impact None yet.
Start Year 2015
 
Description Final Workshop in Cluj Napoca 
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 This was a final workshop presenting the outcomes of the ClimGen project to a series of professional stakeholders. It was held in Cluj Napoca, Romania in March 2018. Attendees represented national breed associations, (UK, Italy, Romania) and breeding professionals (Romania).
Year(s) Of Engagement Activity 2018
 
Description Muni Seminar Series, Brno 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Undergraduate students
Results and Impact On the 31st of October, Mike Bruford gave the seminar "Conserving Genomic Diversity in a Changing World" during the Muni Seminar Series at Masaryk University, in the University Campus Bohunice, Brno. A few slides were dedicated to the CryoArks Initiative.
Year(s) Of Engagement Activity 2019
URL https://seminarseries.muni.cz/life-sciences/lectures/michael-bruford
 
Description Plenary talk - Meeting StEvE 2019 symposium, Tubingen 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact The annual symposium of students in ecology and evolution (Meeting StEvE) took place on Friday, December 6, 2019. This meeting is an avenue for PhD students of the EVEREST graduate school to present and discuss their work through a series of oral and poster sessions. Advanced MSc students and young PostDocs from EVEREST member groups are also welcome to present their work. The meeting is open to all interested students (any level) and faculty, including those beyond EVEREST member groups. CryoArks Lead-PI, Mike Bruford was the keynote speaker at the 2019 meeting and his talk "Conserving Genomic Diversity in a Changing World" was part of the Hilgendorf Lecture series. A few slides were dedicated to the CryoArks Initiative.
Year(s) Of Engagement Activity 2019
URL https://uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/biol...
 
Description Winter School "Future Biotech Winter Retreat 2020", Novosibirsk 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact At Winter School "Future Biotech Winter Retreat 2020", current developments in genomics of the major branches of life: viruses, microorganisms, plants, and animals including humans were addressed. 80 young researchers and entrepreneurs, and 25 speakers, all interested in biology, biotechnology, and biomedicine - from the perspective of both science and commercialization, joined together from the 22nd to 27th of February 2020 in Akademgorodok, Novosibirsk. CryoArks lead-PI, Mike Bruford, gave the workshop "Population genomics and conservation of animal genetic diversity: from wild species to livestock and back again" on the 25th of February, which included a few slides about the CryoArks project.
Year(s) Of Engagement Activity 2020
URL http://winter2020.futurebiotech.ru/