Bilateral BBSRC-SFI: Tackling a multi-host pathogen problem - phylodynamic analyses of the epidemiology of M. bovis in Britain and Ireland

Lead Research Organisation: University of Edinburgh
Department Name: Roslin Institute

Abstract

Diseases that infect more than one host species can be particularly difficult to control, and well known examples include avian influenza (in wild birds, poultry and humans), rabies (in dogs and humans), Brucellosis (in livestock and humans) and Ebola virus (in primates and humans). If one or more of those is a wildlife species, control can prove particularly difficult. Wildlife are harder to observe, harder to access for purposes of disease control, and often we need to counterbalance the requirements of disease control with the needs of wildlife conservation. For all these reasons, identifying the root causes of disease transmission and quantifying the impact of disease control is a challenging problem in these 'multi-host' systems, a problem that is exacerbated when human management results in ecological disturbances that in themselves increase disease risk.

An increasingly important tool in disentangling potential sources and routes of transmission is the deployment of mass "whole genome sequencing" of the causative agent of disease, taken from infected individuals. By tracking changes in the genetic code of the disease agent as it passes from individual to individual, and combining them with computer models that take into account other information we have on the transmission of disease (e.g. who was in contact with whom, and when, and how long individuals are infectious for) these data provide the best opportunity to identify 'who infected whom' - if not on the individual level, then at least at a level that is impossible without this kind of information. Importantly, it helps us to identify how important the different species are in these multi-species systems and also helps us to best identify how to control the disease. However, because these technologies and these uses of them are still relatively new, it is important to have good, well studied systems on which we can test and understand how best to use them.

One disease problem which exhibits all these characteristics, has exceptional information and also represents an important problem in itself is bovine Tuberculosis (bTB) in cattle and badgers. BTB is estimated to cost the UK about £100 million per year, results in thousands of cattle slaughtered every year, and is a zoonotic risk to farmers, veterinarians and in particular individuals with compromising existing infections (e.g. HIV/AIDS). Badgers are known to be involved in the transmission of the disease to cattle and without some form of badger-targeted disease control, it will be impossible to eradicate. With any effective vaccine still many years away, badger culling is an important potential means of control but because badgers are a protected and much-loved species, it is highly controversial. This controversy is made worse by conflicting evidence regarding the value of culling, with trial culls in England suggesting that it induces a social 'perturbation effect' that makes culling impractical, while trials in the Republic of Ireland indicating it can be effective. In this project, we shall aim to build upon existing work and generate sequences for bTB in Irish cattle and badgers, taking advantage of the exceptional record they have of their badger population. Using mathematical models based on principles of 'social networks' to help us understand these data, we aim to contrast the control of bTB in Ireland, where badger culling has long been extensively used, with Northern Ireland and England, where it is not. This will allow us to estimate the potential benefit, if any, that badger culling could play in England, and the potential impact should culling efforts cease in Ireland. Thus this project will be of both immediate benefit to the control of bTB in cattle, but also have long term benefit in developing new approaches and insights that will improve our conceptual understanding of multi-host diseases, and the role that ecological disturbance plays in zoonotic disease emergence and spread.

Technical Summary

Multi-host pathogen systems present challenges not found in diseases that primarily infect a single host species. The difficulties that arise when one or more hosts is wild, and particularly where control efforts can cause ecological disturbances that exacerbate disease incidence, are notorious, and are a problem for many zoonoses and diseases of livestock. Mass high throughput or 'whole genome sequencing' of pathogens has already transformed our understanding of many diseases, in particular rapidly mutating pathogens such as many RNA viruses. However, the application of this technology to more slowly mutating pathogens such as Mycobacteria, and in particular where the system is multi-host, remains a current challenge.

As such, the purposive generation of data and analysis of good model systems has broad potential benefit both in terms of methodological development and epidemiological insight. One system that contains an exceptonal epidemiological record and is an important problem in itself is bovine Tuberculosis (bTB) in cattle and badgers in Britain and Ireland. Control of disease by badger culling is an important option but is highly controversial, with evidence from the Republic of Ireland (RoI) pointing to it being an effective means of control, but from England suggesting it is not. Central to the scientific question is a need to understand the relative roles that badger density and social perturbation (due to culling) have on the transmission of disease to cattle. By sequencing large numbers of isolates in cattle and badgers from RoI, and taking advantage of the exceptional record they have of both the cattle and badger populations, we shall build on existing projects analysing data from GB and Northern Ireland, using phylodynamic approaches (based both on well established evolutionary approaches and bespoke models fitted using Bayesian inference techniques) to disentangle the roles of density and perturbation on the cattle epidemic in both GB and RoI.

Planned Impact

Government stakeholders. Bovine tuberculosis (bTB) places a significant burden on national economies in Britain and Ireland with an estimated future cost of £1 billion over the next ten years. New insights or approaches generated by this project therefore have the potential to make a direct economic impact if they affect government policy and, in the long term, translate into more effective control strategies. In addition to monetary costs, the question of how to best control bTB, and in particular the use of badger culling, has become a hugely divisive, political issue. Any information that would help to place control strategies on more a science- and evidence-based footing, should therefore be valuable to policy makers.

Generally, benefits from this project to the public sector may include

I) insights into mechanisms of persistence and spread of the disease;
II) Risk factors influencing the distribution, size and re-occurrence of bTB outbreaks on farms;
III) evaluation of WGS as a potential tool for incorporation into future routine diagnostic and control programs
IV) Quantify the benefits of long term badger culling and it influences the badger-cattle interaction (perturbation)
V) Guidelines for bTB control, especially in terms of identifying methods to spatially target control and determine the extent of control required (both geographically, by species and by proportion of population)
V) Identification of unrecognised knowledge gaps and research priorities.

Cattle farming industry. Although there is legal compensation for cattle slaughtered as a result of testing positive for bTB, this covers only a fraction of the true cost, with a significant burden placed on farmers via the imposition of movement restrictions and the cost and effort associated with the multiple whole herd tests while the outbreak is being eradicated.

This project will address long-standing questions about bTB epidemiology, persistence mechanisms and herd risk factors. Where answers to these question can be used to improve management and control strategies, either through government policy or self-guided action, they will result in tangible benefits to the livestock industry. Wildlife conservation. The debate over the value of badger culling is an ongoing one, with sharply divided opinions on both sides, however it is currently considered one of the most important options for control of bTB. Better understanding of the role of badgers in the persistence of bTB will result in, at the very least, a more efficient approach to culling and/or provide better insight into the possible uses for vaccination.

Wider public. A large part of the public is generally familiar with the issues surrounding bTB, the cost it places on tax payers and farming communities and the debate about whether badger culling is a defendable control strategy on both practical and ethical grounds. By providing objective scientific information about some of the underlying processes, this project therefore has the potential to help shape public opinion on these issues. We would also hope that by demonstrating the value of using novel science and technology tools to answer questions of significant public interest, this work could play a part in highlighting the benefits of research, and the use of public funds, to society.

Academic Impact. For expected academic impact, see 'Academic beneficiaries'

Publications

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Chaters GL (2019) Analysing livestock network data for infectious disease control: an argument for routine data collection in emerging economies. in Philosophical transactions of the Royal Society of London. Series B, Biological sciences

 
Description In the award we have provided the first direct evidence of strong links between bovine Tuberculosis in deer and cattle in the Republic of Ireland. As the Irish bovine Tb control programme is largely focussed on a mix of control of disease in cattle and badgers, this finding has the potential to change government policy in Ireland and possible in the rest of Britain and Ireland, which may end up with similar problems.
A further analysis of bovine Tb in an emergent area in East Cumbria showed that the emergence of bovine Tb in this area was relatively recent. this result helped to define areas of local badger control.

In our work on COVID-19 (once the award was redirected), we found that, in the first wave of the pandemic, the local council areas in Scotland with the highest levels of health-related deprivation, had estimated death rates due to COVID-19 that were almost 2.5x higher than in the council area with the lowest health deprivation. We also showed that an earlier scottish lockdown (two weeks than when it happened) could have resulted in a considerable reduction in COVID-19 mortality considering the period up to June 2020. this work was in part featured on a BBC 1 Scotland documentary (Disclosure in May 2020).
Exploitation Route The research studying the emergence of bovine Tb in east Cumbria, and the possible new issues with deer Tb in the Republic of Ireland, have the potential to inform our future understanding of how bovine Tb risks may changing with future farming and wildlife landscapes as we move forward to different approaches that are long term sustainable under Carbon reduction and increased biodiversity targets.

The COVID 19 work will be informing future pandemic strategies in Scotland at least. the models are availbe for use by other nations and we are happy to provide advice in doing so.
Sectors Agriculture, Food and Drink,Healthcare

 
Description This award was re-purposed to address COVID-19 related problems in 2020 with the permission of the BBSRC. The research that resulted (a direct outgrowth of some of the modelling tools we were already developing for this award) led to my involvement in a variety of media and policy related activities as outlined in this submission. Part of the involvement was in advice to government via the pandemic influenza modeling group advising SAGE and via regular weekly projections of COVID cases in Scotland which is part of the evidence used to define Scottish tiers of COVID-19 restrictions (therefore influencing a broad range of sectors). From the original award purpose, an analysis of M. Bovis emergence in an area in East Cumbria where no previous sustained infection was found, was used by the Animal and Plant Health Agency to confirm the relative role of badgers in the spread of disease and help to identify the geographical limits of badger control.
First Year Of Impact 2019
Sector Agriculture, Food and Drink,Communities and Social Services/Policy,Construction,Education,Energy,Environment,Financial Services, and Management Consultancy,Healthcare,Leisure Activities, including Sports, Recreation and Tourism,Culture, Heritage, Museums and Collections,Retail,Transport
Impact Types Cultural,Societal,Economic,Policy & public services

 
Description Chair, Defra Science Advisory Council Committee on Exotic and Emergent Infectious Diseases
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
 
Description Contributor to SPI-M (Scientific Pandemic Influenza Modelling Group) advising SAGE
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact SPI-M provides advice to SAGE on the control of pandemics including in the current situation, COVID-19. As such its consensus statements influence the trajectory of the various control measures at every level of society in the UK.
URL https://www.gov.uk/government/groups/scientific-pandemic-influenza-subgroup-on-modelling
 
Description Member of the Bovine TB partnership
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact The Bovine TB partnerships provides strategic advice on all aspect of bovine TB related policy. Bovine TB is a disease with economic and animal health impact, and affects farmers mental health and well being.
URL https://www.gov.uk/government/groups/bovine-tuberculosis-partnership
 
Description Models to inform Public Health Scotland Policy on COVID-19 controls
Geographic Reach National 
Policy Influence Type Membership of a guideline committee
Impact Models developed at the Roslin Institute have been used to provide projections of COVID-19 in Scotland, to aid in the determination of Scottish tier levels (i.e. restrictions to control COVID-19). As these restrictions have widespread influence on Scotland as a whole, the impact is extremely broad. The projections used are based on a published preprint (currently under review) - doi: https://doi.org/10.1101/2020.11.25.20144139. Vaccine uptake analyses are used to improve planning for the COVID vaccination programme.
URL https://www.gov.scot/collections/coronavirus-covid-19-modelling-the-epidemic/
 
Description National COVID-19 Wastewater Epidemiology Surveillance Programme
Amount £791,191 (GBP)
Funding ID NE/V010441/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 07/2020 
End 11/2021
 
Title Bioinformatics tool for identification of homoplasies in deep sequence data 
Description An analytical tool for identification of homoplasies was developed and made publicly available via github. A paper describing this method has been published. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact Too early to say. 
 
Title Homoplasy finder 
Description A freely available software tool to identify homoplasies in sequence data. 
Type Of Material Improvements to research infrastructure 
Year Produced 2019 
Provided To Others? Yes  
Impact Freely available tool to identify and annotate homoplasies on a phylogeny and sequence alignment. downloaded 105x as of 01/03/2020. 
URL https://github.com/JosephCrispell/homoplasyFinder
 
Title COVID-19 spatial simulation model with inference 
Description A national model for COVID-19 spread in Scotland was constructed. This model uses publicly available data and further, where similar data is available, can immediately be used for other countries of similar or smaller size. The model development was in part funded by a re-purposing of this grant towards COVID-19 analysis (with permission from BBSRC). 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact This model is currently being used to inform Public Health Scotland on COVID controls. 
URL https://github.com/Kao-Group/SCoVMod
 
Title Whole Genome Sequenced Mycobacterium bovis isolates sourced from infected cattle and badgers in England 
Description All WGS data used fin Crispell et al. in eLife 2019, have been uploaded to the National Centre for Biotechnology Information Short Read Archive (NCBI-SRA: PRJNA523164). Because of the sensitivity of the associated metadata, only the sampling date and species will be provided with these sequences. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact Inclusion of these data in the M. bovis world genome project led by Dr. S Robbe-Austermann (USDA) 
URL https://www.ncbi.nlm.nih.gov/bioproject/PRJNA523164/
 
Title HomoplasyFinder: a simple tool to identify homoplasies on a phylogeny 
Description A homoplasy is a nucleotide identity resulting from a process other than inheritance from a common ancestor. Importantly, by distorting the ancestral relationships between nucleotide sequences, homoplasies can change the structure of the phylogeny. Homoplasies can emerge naturally, especially under high selection pressures and/or high mutation rates, or be created during the generation and processing of sequencing data. Identification of homoplasies is critical, both to understand their influence on the analyses of phylogenetic data and to allow an investigation into how they arose. Here we present HomoplasyFinder, a java application that can be used as a stand-a-lone tool or within the statistical programming environment R. Within R and Java, HomoplasyFinder is shown to be able to automatically, and quickly, identify any homoplasies present in simulated and real phylogenetic data. HomoplasyFinder can easily be incorporated into existing analysis pipelines, either within or outside of R, allowing the user to quickly identify homoplasies to inform downstream analyses and interpretation. 
Type Of Technology Software 
Year Produced 2019 
Open Source License? Yes  
Impact A peer reviewed publication was created to describe this software. The software is freely available online and has been used by a few individuals. 
URL https://mgen.microbiologyresearch.org/content/journal/mgen/10.1099/mgen.0.000245
 
Description "Big Picture" article in the Veterinary Record 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact An article in the Veterinary Record, which is the journal associated with the British Veterinary Association, and therefore the primary communication medium for engagement with the Veterinary profession in the UK and also to farmers.
Year(s) Of Engagement Activity 2020
 
Description Articles in multiple newspapers 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Multiple news articles (in print and online - URL from the Guardian included as an example) on Crispell et al. 2019 in eLife, on the roles of cattle and badgers in the spread of bovine Tuberculosis. This coverage included:

The Guardian
The Telegraph
Independent
Daily Mail
iNews
Farming UK
Farmers Weekly
Stackyard
Farmers Guardian
Food & Farming Futures
Farming Life
Herald Planet
Irish Times
Go Tech Daily
Year(s) Of Engagement Activity 2019
URL https://www.theguardian.com/uk-news/2019/dec/17/tb-infection-from-cow-to-cow-more-likely-than-transm...
 
Description BBC Radio 4 programme - Beyond the Buzzwords - 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact An interview on a podcast on the buzzword "Big Data" (or buzz phrase :) ). Discussed the role of big data in particular in mobility tracking and how it is used to help us understand and control infectious diseases, including COVID-19.
Year(s) Of Engagement Activity 2020
URL https://www.bbc.co.uk/programmes/m000lghg
 
Description Blog post on "The Naked Scientist" 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The Naked Scientist is an internationally supported, national and international award winning podcast hosted by BBC East with supporting stations in Australia, NZ and South Africa. I was interviewed by the lead presenter about our work on whole genome sequencing of M. Bovis to determine the rates at which badgers and cattle infect each other, and in particular the results of the paper by Crispell et al. in eLife (2019).
Year(s) Of Engagement Activity 2019
URL https://www.thenakedscientists.com/articles/interviews/bovine-tb-spread-badgers-cows
 
Description British Ecological Society post - The Applied Ecologist: "One-size does not fit all: Insights from a novel outbreak of Mycobacterium bovis in Northern England" 
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 The blog post highlighted the results of a recent paper in the Journal of Applied Ecology, highlighting its research findings regarding the source and spread of a outbreak of bovine Tuberculosis in cattle and badgers, in an area where sustained infection had not previously been seen. the article highlighted how ecological settings influenced the manner of emergence and spread, and the use of bacterial whole genome sequencing to elucidate this. it also highlighted the effectiveness of efforts to control bovine tuberculosis in the area.
Year(s) Of Engagement Activity 2021
URL https://appliedecologistsblog.com/2021/11/04/one-size-does-not-fit-all-insights-from-a-novel-outbrea...
 
Description Guardian Opinion Article - "England's bungled response to Covid-19 leaves it vulnerable to more outbreaks" 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This opinion piece was written around the low point of COVID-19 infections in the UK illustrating some of the dangers that could be foreseen as leading to a potential second wave of infection in the autumn winter of 2020. The Guardian newspaper is one of the most trusted in the world. This piece received considerable attention on social media.
Year(s) Of Engagement Activity 2020
URL https://www.theguardian.com/commentisfree/2020/aug/03/england-bungled-covid-19-outbreaks-scotland
 
Description Guardian Opinion Article - "How has Cummings harmed the fight against coronavirus? Here's the scientific answer" 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This article was an opinion piece written in response to evidence that the Govt. advisor had 'broken lockdown' - the piece used the science of behavioural game theory and epidemic spread to show how individual actions influence the broader community. The Guardian is one of the leading, most trusted newspapers in the world - the piece received substantial attention on social media.
Year(s) Of Engagement Activity 2020
URL https://www.theguardian.com/commentisfree/2020/may/26/dominic-cummings-coronavirus-scientific-boris-...
 
Description Guardian Opinion Article - "To prevent a second coronavirus wave, we need to look beyond the R number" 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I wrote an opinion piece for the Guardian newspaper on the various factors influencing the spread of infectious diseases between people and how they relate to COVID-19 control. The Guardian is one of the most highly regarded and well read newspapers in the world. This piece received considerable attention in social media.
Year(s) Of Engagement Activity 2020
URL https://www.theguardian.com/commentisfree/2020/may/19/second-coronavirus-wave-r-number-uk-test-and-t...
 
Description Guardian Podcast - Covid-19: does more testing always mean more cases? 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact A podcast to explain the importance of tracking COVID-19 test positivity, and highlighting how it could be used incorrectly to either over or under estimate the severity of an infectious disease's impact.
Year(s) Of Engagement Activity 2020
URL https://www.theguardian.com/science/audio/2020/aug/04/covid-19-does-more-testing-always-mean-more-ca...
 
Description I maintain a website that documents some of my research activities 
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 In 2017 I created a website that describes me and my research. I regularly add blog posts detailing different aspects of my research that I think will be generally useful.
Year(s) Of Engagement Activity 2017,2018,2019
URL https://josephcrispell.github.io/
 
Description I use my twitter feed to publicise the research that I am interested in 
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 I regularly post details about the research articles that I am interested in on twitter
Year(s) Of Engagement Activity 2017,2018,2019
URL https://twitter.com/JosephCrispell
 
Description Interview on BBC Radio Four "Today" Programme 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact Interview on the BBC Radio 4 Today Programme on the results of Crispell et al. at 8.40 am on 17.12.19, discussing what it tells us about the roles of badgers and cattle in maintaining bovine Tuberculosis in cattle. This interview was noted by multiple individuals (pers. comm.) including requests to present this work at a variety of venues (including the Annual meeting of the Midlothian Farmers Association).
Year(s) Of Engagement Activity 2019
 
Description Invited speaker at Ynte Schukken's inauguration symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact I was invited to give a presentation at a symposium created to celebrate Ynte Schukken's inauguration at Wageningen University. The presentation sparked questions and debate regarding the research. I was able to talk about my current and future research during the symposium to other attendees. I presented my analysis of the New Zealand data.
Year(s) Of Engagement Activity 2017
URL https://www.wur.nl/en/show/Inauguration-Prof.-dr.-Y.H.-Schukken-Special-Professor-Farm-Animal-Health...
 
Description Involved in creating an exhibition at Science Gallery Dublin 
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 I was involved in creating an exihibition at Science Gallery Dublin entitled: "TELL ME, HOW ARE YOU FEELING?". I modified an open source computer programme called Embody that is an interactive programme that asks people to show where on their body (by colouring in an image of a body) they feel different emotions.
Year(s) Of Engagement Activity 2018
URL https://dublin.sciencegallery.com/intimacy/exhibits/tell-me-how-are-you-feeling/
 
Description Just Festival - freedom fear and quest for vaccine 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact In this online event run as part of the Edinburgh Fringe Festival, I discussed with a well known author/journalist the potential issues around people who are likely to be hesitant or refusing to be vaccinated against COVID-19. the event was attended by an online audience of about 30 to 40 people and posted later on youtube.
Year(s) Of Engagement Activity 2020
URL https://www.just-festival.org/eventbrite-event/vaccine-nation/
 
Description Modelling analysis presented on BBC 1 Scotland News Programme 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Invitation to present a retrospective modelling analysis of COVID-19 transmission in Scotland, examining the impact of a potentially delayed lockdown, from the position of 100 days after the start of the epidemic in Scotland.
Year(s) Of Engagement Activity 2020
URL https://www.bbc.co.uk/news/uk-scotland-53233974
 
Description Modelling analysis presented on BBC 1 Scotland, Disclosure documentary 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Invitation to providing a simulation based analysis of COVID-19 in Scotland. This analysis was presented by Rowland Kao on the BBC1 Scotland Disclosure programme "Scotland's Lockdown" which aired on 11th May 2020. The programme went on to receive a nomination for a Scottish BAFTA (News and Current Affairs)
Year(s) Of Engagement Activity 2020
URL https://www.bbc.co.uk/programmes/m000j6ry
 
Description Presentation at AVTRW (The Association for Veterinary Teaching and Research Work) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact I attended and presented at the AVTRW (Irish Branch) 51st Annual Scientific Meeting. My research was discussed and I was exposed to other research activities going on across the Republic of Ireland and Northern Ireland.
Year(s) Of Engagement Activity 2017
URL http://www.avtrw.co.uk/
 
Description Presentation at Midlothian Farmers Annual Meeting. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact Presentation of work on whole genome sequencing of M bovis to midlothian farmer's association at their annual meeting.
Year(s) Of Engagement Activity 2020
URL https://www.midlothianadvertiser.co.uk/news/people/annual-midlothian-farmers-meeting-1-5084004
 
Description Presented career talk as part of Sceince Week at Dun-Laoghaire Further Institute 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Undergraduate students
Results and Impact I presented a summary of my career as an academic as part of Science week at the Dun-Laoghaire Further Institute
Year(s) Of Engagement Activity 2018
 
Description Presented career talk at Amgen Biotech Experience workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact I presented a summary of my career to date at a teacher training workshop ran by Amgen biotech.
Year(s) Of Engagement Activity 2018
 
Description Presented career talk at Amgen Biotech experience teacher training workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact I presented a summary of my career as part of a teacher training work ran by Amgen Biotech
Year(s) Of Engagement Activity 2018
 
Description Various media interactions on the COVID-19 pandemic in the year from March 2020 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Over the past year I have engaged with the media on the COVID-19 pandemic via the Science Media Centre and the Edinburgh University Press Office. This has involved a variety of interviews and quotes at the national and international level. A search done by our research office suggests considerable penetration internationally with a search returning mentions in 3016 articles online, 93 print articles, 73 broadcasted interviews and 6 blogs. While the bulk of these impressions was in the UK, there are further multiple impressions around the world (top 10 are the UK, USA, Canada, New Zealand, India, Australia, Ireland, Singapore, Jersey and Malaysia).
Year(s) Of Engagement Activity 2020,2021
 
Description iNews opinion piece - "Covid roadmap: Boris Johnson's 'cautious' approach could be risky when it comes to schools" 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This opinion piece was written in response to announcements for release from lockdown plans, outlining some of the epidemiological factors that would influence potentially different paths we could take, as related to the announcement. The inews is one of the UK's most trusted newspapers (according to independent polls) - it has an estimated readership of over 6,000,000 online every month, and 1,000,000 in print (the piece appeared in abbreviated form in the print version).
Year(s) Of Engagement Activity 2021
URL https://inews.co.uk/opinion/covid-roadmap-boris-johnson-schools-opening-cautious-approach-882889