Genomic Epidemiology to underpin One Health surveillance for rabies
Lead Research Organisation:
University of Glasgow
Department Name: College of Medical, Veterinary, Life Sci
Abstract
Genomic surveillance, i.e. using a pathogen's genetic blueprint to track it's spread in response to control measures, has become a key tool in contemporary disease management. This approach can now be deployed almost anywhere and conducted in near real-time to inform rapid and targeted interventions. Yet genomic surveillance is typically applied to emerging diseases with pandemic potential (e.g. SARS-COV-2) in high-income countries. I propose repurposing genomic surveillance for endemic zoonoses, diseases that spread from animals to people, such as rabies, that inflict a major preventable disease burden in many low- and middle-income countries. Such an approach would simultaneously improve surveillance for emerging infectious diseases through locally relevant capacity strengthening and provide the means to develop cutting-edge methodologies and capacities in "pandemic peacetime", whilst generating visible, tangible impacts on public health.
My proposal focuses on developing and optimising an accessible toolkit for generating and interpreting rabies virus genetic sequence data, supporting the global strategy to achieve zero human rabies deaths from rabies spread by domestic dogs by 2030. Genomic surveillance can play a key role in resolving complex transmission dynamics, detecting introductions and identifying their sources. This epidemiological understanding is important for both designing and evaluating national rabies elimination programmes, as they are increasingly rolled out. The proposed work encapsulates novel laboratory techniques to generate sequences in resource poor settings, and contemporary methods for analyzing these data to track rabies spread and persistence, both locally within communities and longer-range movement across countries and regions. I will deploy this toolbox through my extensive international collaborations across Africa, Asia and Latin America to address specific questions to support rabies elimination programmes in practice, building local capacity and expertise for routine in-country genomic surveillance.
My proposal focuses on developing and optimising an accessible toolkit for generating and interpreting rabies virus genetic sequence data, supporting the global strategy to achieve zero human rabies deaths from rabies spread by domestic dogs by 2030. Genomic surveillance can play a key role in resolving complex transmission dynamics, detecting introductions and identifying their sources. This epidemiological understanding is important for both designing and evaluating national rabies elimination programmes, as they are increasingly rolled out. The proposed work encapsulates novel laboratory techniques to generate sequences in resource poor settings, and contemporary methods for analyzing these data to track rabies spread and persistence, both locally within communities and longer-range movement across countries and regions. I will deploy this toolbox through my extensive international collaborations across Africa, Asia and Latin America to address specific questions to support rabies elimination programmes in practice, building local capacity and expertise for routine in-country genomic surveillance.
Technical Summary
Rabies is a zoonotic disease at the human-animal-ecosystem interface ('One Health') that kills thousands of people every year in low- and middle-income countries yet has recently been prioritised for elimination by 2030. Elimination efforts stand to benefit enormously from insights provided by genomic data, by monitoring lineage dynamics, using them to evaluate the success of interventions, and for the rapid detection of sources of incursions. Yet, as highlighted by the SARS-CoV-2 pandemic there are major global disparities in sequencing capacity that limit its use in low resource settings, which is where rabies circulates. This research will focus on developing and optimising Rabies Accessible GEnomics (RAGE), an accessible toolkit to sequence, analyse and interpret rabies virus genomes that can be applied to deliver actionable epidemiological insights that can directly inform rabies virus elimination programmes. These tools will constitute methodological advances in sequencing methods, including testing SMART-N9, a new metagenomic sequencing approach for viral pathogens; the development of deployable bioinformatic pipelines and easy-to-use software to aid non-bioinformatic users in the analysis of genomes. These methods will be used to track rabies lineage dynamics and comprehend the mechanisms driving lineage spread and persistence, the impact of dog vaccination programs and the sources and frequency of incursions that underpin viral circulation. I will deploy this toolbox through my extensive international collaborations across Africa, Asia and Latin America to address specific questions to support rabies elimination programmes in practice, building local capacity and expertise for routine in-country genomic surveillance.
Publications

Bautista C
(2023)
Whole Genome Sequencing for Rapid Characterization of Rabies Virus Using Nanopore Technology
in Journal of Visualized Experiments


Jaswant G
(2024)
Molecular characterisation of human rabies in Tanzania and Kenya: a case series report and phylogenetic investigation.
in Infectious diseases of poverty

Layan M
(2023)
Uncovering the endemic circulation of rabies in Cambodia.
in Molecular ecology
Description | Regional stakeholder engagement in Nigeria |
Geographic Reach | National |
Policy Influence Type | Contribution to a national consultation/review |
Impact | This event reached a wide audience of national and international stakeholders involved in the national rabies control and elimination strategy (and similar initiatives for other One Health pathogens). We delivered presentations that showcased key applications for genomic surveillance and the capacity building taking place in Nigeria to garner support for future research and funding and widen the general awareness of these cutting edge technologies and their capacity to effect tangible change. |
Description | Ahmadu Bello University |
Organisation | Ahmadu Bello University |
Country | Nigeria |
Sector | Academic/University |
PI Contribution | I have supported Dr Grace Kia and her team to implement rabies virus sequencing in their labs in Nigeria, through in person trainings and continued bioinformatic and phylogenetic analysis support. I recently led a 5-day training workshop on rabies genomics, alongside my research team, at the Nigerian Centre for Disease Control and Prevention (Abuja, Nigeria). |
Collaborator Contribution | My collaborator Dr Kia and her team lead rabies virus surveillance work in Nigeria and provide access to samples and associated metadata for genomic work. Furthermore, Dr Kia has an extensive network of stakeholders from public health and veterinary institutes in Nigeria, who have been engaged in a recent training/outreach event (Feb 2024) and has resulted in an extension of the sequencing work in Nigeria. This included people working in national reference laboratories and veterinary research workers but also higher level stakeholder engagment from senior public health figures such as the director of the Nigerian Centre for Disease Control and Prevention. |
Impact | A 5-day training workshop held at the Nigerian Centre for Disease Control and Prevention in Abuja, Nigeria. This trained 18 participants from various One Health related institutions in Nigeria in a workflow for rabies virus sequencing and interpretation, with ongoing engagement and support through my fellowship network. Furthermore, the opening ceremony for the workshop engaged senior public health and veterinary figures from Nigeria, including the director of the Nigerian Centre for Disease Control and Prevention and Professor Oyewale Tomori who is currently a member of the GAVI vaccine alliance, WHO SAGE group and other prestigious organisation. |
Start Year | 2023 |
Description | Research Institute for Tropical Medicine |
Organisation | Government of the Republic of the Philippines |
Department | Research Institute for Tropical Medicine (RITM) Phillippines |
Country | Philippines |
Sector | Public |
PI Contribution | I am the primary supervisor for a jointly funded Department of Science and technology and British Council PhD student, who is based between RITM and Glasgow. Over the course of her scholarship Criselda Bautista has developed and applied genomic surveillance to emerging rabies outbreaks in the Philippines and to the COVID-19 pandemic. Furthermore, two members of RITM, from the Rabies unit and the Special Pathogens Lab, recently participated in a training workshop on rabies sequencing I held in Glasgow in June 2023. My work with RITM also contributes to other complex public health projects to support the implementation of One Health based surveillance in the Philippines- SPEEDIER - Surveillance integrating Phylogenetics and Epidemiology for Elimination of Disease: Evaluation of Rabies Control in the Philippines and Data Driven Approaches for rabies elimination, 2 UKRI funded projects. |
Collaborator Contribution | RITM provide samples and facilities for sequencing rabies virus collected through their rabies surveillance efforts in the Philippines. Our joint PhD student mentioned previously works at RITM to conduct sequencing on these samples. RITM also provides access to bioinformatics support and server resources for this work. |
Impact | Ongoing PhD student, Criselda Bautista, due to submit in Sep 2024. Publication: Bautista, C., Jaswant, G., French, H., Campbell, K., Durrant, R., Gifford, R., Kia, G. S. N., Ogoti, B., Hampson, K., Brunker, K. Whole Genome Sequencing for Rapid Characterization of Rabies Virus Using Nanopore Technology. J. Vis. Exp. (198), e65414, doi:10.3791/65414 (2023). |
Start Year | 2023 |
Description | Hosted collaborator meeting |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | Collaborative in-person meeting over 2 half days for rabies researchers in the UK, including University of Glasgow, Animal & Plant Health Agency, University of Surrey. Royal Veterinary College were also in attendence virtually. The intended purpose was to reignite collaborations and propose collaborative research activities to take forward. |
Year(s) Of Engagement Activity | 2023 |
URL | https://github.com/RAGE-toolkit/GLAPHAS_2023 |
Description | Jove author spotlight interview |
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 | Other audiences |
Results and Impact | Author Spotlight: A Cost-Effective Genomic Workflow for Advancing Rabies Control in Resource-Limited Settings. Attached to published paper in the video journal Jove to faciliate further engagement and outreach about rabies genomic surveillance work. Has had 1494 views to date |
Year(s) Of Engagement Activity | 2023 |
URL | https://www.jove.com/fr/v/65414/author-spotlight-cost-effective-genomic-workflow-for-advancing-rabie... |
Description | Nanopore Glasgow ION-BRU symposium |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Postgraduate students |
Results and Impact | I was co-organiser of the October 2023 Scottish Nanopore user group (Ion_Bru) held for the first time in Glasgow. The meeting introduces new users to nanopore sequencing as well as learn/discuss/interact from users about the ways the tech is being used in research. Representatives from Nanopore Technologies were present, along with researchers and staff from University of Glasgow, Edinburgh, NHS Scotland and Lothian. |
Year(s) Of Engagement Activity | 2024 |
Description | Rabies accessible genomic epidemiology workshop 2023 |
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 workshop was hosted in Glasgow over 5-day, bringing together invited participants from 8 different countries (Brazil, Nigeria, Tanzania, Kenya, Philippines, Peru, UK, Malawi). Participants were trained on and end-to-end workflow to use genome sequencing to support enhanced canine rabies virus surveillance in a local context. This included hands-on laboratory and bioinformatics training, along with discussion groups to discuss partipants work, common challenges and nurture a supportive network for future research. The workshop had very good feedback, with 100% rating the course as very good or good (the highest possible ratings), all partipants reporting their knowledge had greatly improved, that they had expanded their network of connections and wished to keep in touch, and 71% were very likely to apply the skills learned int he next 6 months. |
Year(s) Of Engagement Activity | 2023 |
URL | https://github.com/RAGE-toolkit/RAGE-workshop |
Description | Rabies accessible genomic epidemiology workshop 2024 |
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 | This workshop hosted 18 participants from veterinary and public health institutes across Nigeria to provide introductory training in a sample-to-sequence-to-interpretation workflow for viral pathogen surveillance, including nanopore library preparation, basic data analysis and troubleshooting masterclasses. We also held discussion groups related to the translation of results to different stakeholders. The workshop received overwhelming positive feedback, with 95% reporting that their knowledge had greatly improved and 100% said they were likely to apply the skills learned within the next 6 months. The opening ceremony for the workshop hosted representatives from 15 national and international public health, veterinary, government and organisations involved in research, policy making and public health decisions in Nigeria. This included representatives from the World Health Organisation (WHO), World Organisation for Animal Health (WOAH), Federal Ministry of Agriculture & Food Security and the Economic Community of West African States, amongst others.This was on top of the 18 participants (from 7 public health/vet/academic institutes) engaged with directly for training. We also engaged in some local social media outreach through interviews with a local company. |
Year(s) Of Engagement Activity | 2024 |
URL | https://github.com/RAGE-toolkit/RAGE-workshop-2024 |
Description | SUSTAIN- women in research programme |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Other audiences |
Results and Impact | SUSTAIN is a programme that enables women in research to thrive in their independent research careers. It provides an innovative programme of training and support to develop participants' leadership and career potential. As a member of the 2023 SUSTAIN cohort I have taken part in media training sessions and other interactive career development workshops. |
Year(s) Of Engagement Activity | 2023,2024 |
URL | https://acmedsci.ac.uk/grants-and-schemes/mentoring-and-other-schemes/sustain |
Description | Viral Genome Sequence Resource Design Workshop |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Other audiences |
Results and Impact | Participation at workshop to discuss requirements for building effective virus genome sequence resources, including AstraZenenca's Bio-pharmaceutical (vaccine manufacturing) division. Sparked a number of discussions to help inform the development of specific viral genome sequence resource projects, including RABV-GLUE http://rabv-glue.cvr.gla.ac.uk/ (a rabies genomic surveillance resource that I lead) and how to make that resource as effective and accessible as possible, though consultation exercises with specialists in different disciplines, and with different end users |
Year(s) Of Engagement Activity | 2023 |