Mathematical Virology: The Impact of Virus Structure and Function on Viral Evolution

Lead Research Organisation: University of York
Department Name: Mathematics

Abstract

Society faces a number of major challenges due to the impact of global warming on world climate. One consequence is the spread of otherwise rare and poorly characterised viral infections into economically advanced areas of the world. Examples include Bluetongue virus, which arrived in the UK after years of being restricted to much warmer climates. This poses a threat to public and animal health from both existing viruses and newly emerging ones.
A major problem in the design of anti-viral therapies is the emergence of viral strains that are resistant to anti-viral drugs soon after initial treatment. Research into the mechanisms that could prevent such viral escape mutants is therefore urgently required in order to develop therapeutics with long-term action. Moreover, viruses can evolve strains that cross the species barrier, for example from an animal to a human host as in the case of bird flu, and it is important to be able to develop strategies to prevent this. Insights into virus evolution could shed light on both issues. In particular, we need to better understand the constraints that viruses face when their genomes evolve, and find ways of predicting such evolutionary behaviour.
In previous research we have gained fundamentally new insights into the constraints underlying virus structure and function, and we investigate here their impact on the evolution of viruses. If we improve our understanding of the factors that determine the evolutionary behaviour of viruses, we will be able to explore strategies to misdirect viral evolution. In particular, this analysis will allow us to quantify in how far the structural constraints we have discovered earlier lead to evolutionary bottlenecks, i.e. correspond to constraints that the viral escape mutants cannot avoid, and that a new generation of anti-viral therapeutics could target. Moreover, we plan to develop methods to predict how viruses may react to a drug, and use this to test the impact of different anti-viral strategies. This research has the potential to lead to a new generation of "evolutionarily-stable" therapeutics that are less susceptible to the problem of escape mutants.

Planned Impact

Society faces a number of major challenges due to the impact of global warming on world climate. One consequence is the spread of otherwise rare and poorly characterised viral infections into economically advanced areas of the world. Examples include Bluetongue virus, which arrived in the UK after years of being restricted to much warmer climates. This poses a threat to public and animal health from both existing viruses and newly emerging ones.
A major problem in the design of anti-viral therapies is the emergence of resistant viral strains that arise soon after being challenged by a drug or the immune system. Research into the mechanisms that could prevent such viral escape is therefore urgently required. Moreover, viruses can evolve strains that cross the species barrier, for example from an animal to a human host as in the case of bird flu. Both issues can be addressed via an analysis of the evolutionary behaviour of viruses. In particular, we need to better understand the selective pressures and constraints that impact on viral evolution, and find ways of predicting the evolutionary behaviour of viruses.
In previous research we have gained fundamental new insights into the constraints underlying virus structure and function, and we investigate here their impact on the evolution of viruses. If we improve our understanding of the factors that determine the evolutionary behaviour of viruses, we will be able to explore strategies to misdirect viral evolution. In particular, this analysis will allow us to quantify in how far these structural constraints lead to evolutionary bottlenecks that viral escape mutants encounter, and that a new generation of anti-viral therapeutics could endeavour to block. Moreover, if we develop methods to predict how viruses may react to a drug, we can also test the impact of other anti-viral strategies.
The long-term impact of this research on the public health sector may be significant, because the research direction that is initiated with this feasibility study has the potential to lead to a new generation of "evolutionarily-stable" anti-viral therapeutics.

Publications

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Cermelli P (2013) Nonicosahedral pathways for capsid expansion. in Physical review. E, Statistical, nonlinear, and soft matter physics

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Dechant P (2013) Affine extensions of non-crystallographic Coxeter groups induced by projection in Journal of Mathematical Physics

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Dechant PP (2014) Viruses and fullerenes--symmetry as a common thread? in Acta crystallographica. Section A, Foundations and advances

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Dykeman EC (2013) Building a viral capsid in the presence of genomic RNA. in Physical review. E, Statistical, nonlinear, and soft matter physics

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Dykeman EC (2014) Solving a Levinthal's paradox for virus assembly identifies a unique antiviral strategy. in Proceedings of the National Academy of Sciences of the United States of America

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Indelicato G (2012) A crystallographic approach to structural transitions in icosahedral viruses. in Journal of mathematical biology

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Keef T (2013) Structural constraints on the three-dimensional geometry of simple viruses: case studies of a new predictive tool. in Acta crystallographica. Section A, Foundations of crystallography

 
Title Viruses, Patters and Polyhedra: Art and Science in Dialogue 
Description An exhibition of artwork inspired by our Mathematical Virology Research 
Type Of Art Artwork 
Year Produced 2014 
Impact sparked an interest in the impact of mathematics in society 
 
Description The purpose of this 6 months proof-of-principle study has been to establish a new method for the construction of a fitness landscape for the modelling of RNA virus evolution, and to study the evolutionary dynamics on this fitness landscape. The following results have been achieved:



1) Using a novel combination of graph theory (Hamiltonian paths) with bioinformatics, an evolutionarily conserved assembly mechanism in a family of ssRNA viruses has been identified. This paper, which is currently pending with PNAS (Dykeman, E.C., Stockley, P.G. & Twarock, R. (2012) "Multiple packaging signals determine a conserved assembly mechanism in two single-stranded RNA viruses", submitted to PNAS), forms the basis for identifying appropriate parameters over which the fitness landscape can be defined. In particular, it suggests that the nature and distribution of packaging signals in the RNA genomes (i.e. specific types of patterns in the genomes) is an appropriate choice for a parameter space on which to define the fitness measure.



2) The second step towards identifying a suitable fitness landscape was to analyse the dependence of assembly efficiency on this parameter space. This work, for which a revised version has recently been submitted and acceptance is impending, is under consideration at Phys. Rev. E (Dykeman, E.C., Stockley, P.G. & Twarock, R. (2012) Building a viral capsid in the presence of genomic RNA, submitted to Phys. Rev. E).



3) The results in 1&2 above have then been used to introduce an appropriate fitness landscape for a viral model system, and the evolutionary dynamics (quasi-species evolution) on that landscape has been studied. A number of interesting results have been obtained, which are currently in the process of being written up for publication. One paper (a letter to nature entitled "How viruses get a leg up on their ancestors") reports on the surprising result that evolution fine-tunes the packaging signal distribution to specific values, with interesting correlations between them depending on the geometry of the particle. A second paper provides a general analysis of the evolutionary dynamics.



As expected given the short time-frame of this grant of only 6 months, work submitted for publication (1&2) is still pending and the later results (3) are still being finalised for publication. The corresponding publication has now been accepted and has been attributed to this grant.



One of the goals of this pump-priming study has been to gain insights that can be used as a basis to carve out a larger research programme in this area. Indeed, this pump-priming study has resulted in a follow-up grant proposal that has been submitted to the EPSRC in September 2012 ("Mathematical Virology: A New Mathematical Approach to Viral Evolution Grounded in Experiment") - this proposal would not have been possible in its present form without the insights gained in this pump-priming study.
Exploitation Route This pump-priming study has provided the basis for follow-up work that lays the foundation for an exploitation of these results in the design of novel anti-viral therapeutics. The letter of support from an industrial partner that accompanies this follow-up grant application is testimony to the non-academic interest in this research. This pump-priming study has provided the basis for a follow-up grant application in which consequences of this research are further exploited in an interdisciplinary context in collaboration with experimental colleagues at the Astbury Centre for Structural Molecular Biology in Leeds. One of the aims of this follow-up work, for which an application is currently pending at the EPSRC, is to develop a new mathematical approach for the modelling of ssRNA virus assembly and evolution that can be used to gain new insights into important classes of human, animal and plant viruses that can ultimately be exploited in the design of novel anti-viral strategies.
Sectors Pharmaceuticals and Medical Biotechnology

 
Description This work underpins later work, most notably via EP/K028286/1, that resulted in a patent for a novel anti-viral strategy. This grant has provided the platform for the modelling carried out later, including the paper that has just been added.
Sector Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Description Royal Society Leverhulme Trust Senior Research Fellowship
Amount £99,000 (GBP)
Organisation The Royal Society 
Department Royal Society Leverhulme Trust Senior Research Fellowship
Sector Charity/Non Profit
Country United Kingdom
Start 10/2014 
End 09/2015
 
Description Wellcome Trust Investigator Award
Amount £2,400,000 (GBP)
Organisation Wellcome Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2016 
End 03/2021
 
Title A novel anti-viral strategy against RNA viruses 
Description Our mathematical models resulted in the discovery of a new anti-viral strategy against single-stranded RNA viruses, including Hepatitis C and HIV. 
IP Reference GB1315785.4 
Protection Patent application published
Year Protection Granted 2014
Licensed No
Impact We are currently in the process of negotiating licensing with industrial partners.
 
Description 'YorkTalk2016' talk (University of York) on 'Mathematics and the fight against viral infections' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A talk showing how the power of mathematical modeling came to the aid of biologists attempting to understand how viruses are constructed. The work opens up the possibility of novel strategies for antiviral therapy. This cutting edge research is revealing new insights into seemingly intractable problems and shows what can be achieved when different disciplines pool their talents.
Year(s) Of Engagement Activity 2016
URL https://www.york.ac.uk/research/yorktalks/2016/
 
Description 2015 London Mathematical Society Gresham College Lecture 'Geometry: A New Weapon in the Fight Against Viruses' at the Museum of London 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact An overview of the latest advances in mathematical virology, and how more and more scientists are turning to group theory, graph theory and dynamical systems to model how viruses form and evolve in multiple clinical contexts - ultimately to improve patient outcomes. "It is fascinating for me to see how mathematics can help address open problems in virology and significantly contribute to the development of new anti-viral strategies against important viral threats, and it has been a pleasure to share this excitement with the audience."
Year(s) Of Engagement Activity 2015
URL https://www.lms.ac.uk/editorial/2015-lmsgresham-college-lecture
 
Description 'Discovery of packaging signal mediated assembly' covered by radio outlets including BBC Radio 5, Radio Berkshire, BBC Radio York, Telegraph 
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 Press coverage of the work I'm doing 'Discovery of packaging signal mediated assembly'
Year(s) Of Engagement Activity 2015
 
Description 2016 SIAM NEWS 'Follow the Yellow Brick Road Mathematics Reveals a Hidden Construction Manual in Viral Genomes' 
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 News item describing our discovery of packaging signal mediated assembly based on graph theoretical techniques.
Year(s) Of Engagement Activity 2016
URL https://sinews.siam.org/Details-Page/follow-the-yellow-brick-road-1
 
Description Applied Math Seminar (Courant Institute of Mathematical Sciences, New York University ' Viruses and Geometry: A new perspective on virus assembly and anti-viral therapy' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Abstract: A large number of human, animal and plant viruses make use of protein containers, called viral capsids, to encapsulate and hence provide protection for their genomes. In many cases, these viral capsids exhibit symmetry, and they can therefore be modelled using techniques from group, graph and tiling theory. It has previously been assumed that their formation from the constituent protein building blocks can be fully understood as a self-assembly process in which viral genomes are only passive passengers. Our mathematical approach, in concert with techniques from bioinformatics, biophysics and experiment, provides a new perspective. It shows that, by contrast, interactions between viral genome and capsid play vital cooperative roles in this process in the case of RNA viruses, enhancing assembly efficiency and fidelity. We use the graph theoretical concept of Hamiltonian path to quantify the resulting complexity reduction in the number of assembly pathways, and discuss implications of these insights for a novel form of anti-viral therapy.
Year(s) Of Engagement Activity 2014
URL http://cims.nyu.edu/ams/
 
Description Colloquium talk (University of Bristol): 'A Paradigm Shift in Our Understanding of Virus Assembly Opens up New Avenues for Antiviral Intervention' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A general colloquium talk about my research.
Year(s) Of Engagement Activity 2017
 
Description Colloquium talk (University of Hamburg, Germany) 'Viruses and Geometry: New Mechanistic Insights into Virus Assemby and Evolution' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A talk about my research.
Year(s) Of Engagement Activity 2016
 
Description Colloquium talk (University of Warwick): ' Viruses and geometry - new insights into virus structure and the mechanisms underpinning infection A talk for a wider academic audience'' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A colloquium talk.
Year(s) Of Engagement Activity 2014
 
Description Edinburgh International Science Festival 2015: Geometry: A Secret Weapon in the Fight Against Viruses 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Outreach
Year(s) Of Engagement Activity 2015
URL http://www.sciencefestival.co.uk/mediaLibrary/other/english/6285.pdf
 
Description Grand Science Tour in York's city centre - display 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact display in the city centre sparked awareness of the impact of mathematics in society
Year(s) Of Engagement Activity 2012
 
Description Invited colloquium talk in the 'Virtual Virology Lecture Series' at University College London 'The mechanism and evolutionary consequences of packaging signal mediated assembly (and further extensions to Hepatitis B virus and HIV)' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Virtual Virology Lecture Series aimed at a general academic audience speaking about 'The mechanism and evolutionary consequences of packaging signal mediated assembly (and further extensions to Hepatitis B virus and HIV)'.
Year(s) Of Engagement Activity 2016
 
Description Invited conference talk (University of Cambridge) 'Follow the yellow brick road: New insights into Virus structure, Assembly and Evolution' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A talk about my research.
Year(s) Of Engagement Activity 2016
 
Description Invited conference talk (University of Oxford) 'New insights into the mechanisms underpinning viral infections 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact British Applied Mathematics Colloquium (Oxford) April 2016, an invited talk.
Year(s) Of Engagement Activity 2016
 
Description Invited conference talk at Boston University July 2016 (SIAM BIO) 'Graph Theory and Virology: Mathematics underpinning the discovery of packaging signal mediated assembly in RNA viruses' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk, Mathematics: SIAM (Society of Industrial and Applied Mathematics) conference on Mathematics in Materials Science
Year(s) Of Engagement Activity 2016
 
Description Invited conference talk: Packaging signal mediated assembly Identification of a Nucleation Complex Groningen 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Biophysics: Mini-colloquium on Physics of Protein Nanoshells at the European Physical Society: Condensed Matter Division meeting (Groningen, 2016, invited talk).
Year(s) Of Engagement Activity 2016
 
Description Invited talk (at Pirbright, UK) 'More than a passive passenger: Viral RNAs play vital cooperative roles in virus assembly' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Talk for the Pirbright Seminar Series at The Pirbright Institute, formerly known as the Institute for Animal Health, a world leading centre of excellence in research and surveillance of virus diseases of farm animals and viruses that spread from animals to humans; working to enhance capability to contain, control and eliminate these economically and medically important diseases, the Institute's highly innovative fundamental and applied bioscience contributes to global food security and health, improving quality of life for animals and people.
Year(s) Of Engagement Activity 2014
 
Description London Mathematical Society Impact150: stories of the impact of mathematics 'Viruses and Geometry: Group, Graph and Tiling Theory Open Up Novel Avenues for Anti-Viral Therapy' 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Research covered in the London Mathematical Society (LMS) Impact 150 case studies.
Year(s) Of Engagement Activity 2016
URL https://www.lms.ac.uk/content/impact150-stories-impact-mathematics
 
Description London Mathematical Society Mary Cartwright Lecture 'Viruses and geometry: hidden symmetries in virology' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A colloquium type talk.
Year(s) Of Engagement Activity 2014
URL https://www.lms.ac.uk/sites/lms.ac.uk/files/MC%202014%20poster_0.pdf
 
Description One of four organisers of the mbi Emphasis Workshop at The Ohio State University 'Geometric and Topological Modeling of Biomolecules' 28 Sep - 2 October 2015 
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 The Mathematical Biosciences Institute receives major funding from the National Science Foundation Division of
Mathematical Sciences and is supported by The Ohio State University.
Year(s) Of Engagement Activity 2015
URL https://mbi.osu.edu/event/?id=823
 
Description Plenary conference talk (Philadelphia University), (SIAM) Materials, 'Mathematical Crystallography and Virology: Group and Graph Theoretical Approaches for the Characterization of Viruses Structure' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A plenary talk for Society of Industrial and Applied Mathematics (SIAM) Materials.
Year(s) Of Engagement Activity 2016
 
Description Plenary conference talk at Boston University July 2016 (SIAM BIO): 'Follow the Yellow Brick Road: New Insights into Virus structure, Assembly and Evolution' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact SIAM conference on Mathematics in the Life Sciences plenary talk.
Year(s) Of Engagement Activity 2016
 
Description Popular lecture (University of Edinburgh, School of Mathematics) 2014: Geometry: A Secret Weapon in the Fight Against Viruses 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Recognition in the community.
Year(s) Of Engagement Activity 2014
URL http://www.maths.ed.ac.uk/news/2014/welcome-public-lecture-and-prizegiving?searched=twarock&advsearc...
 
Description Press coverage for discovery of packaging signals in parechoviruses Nature Comms. 8 (5) 2017 
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 research was also featured on various outlets including:
Fox News, Cleveland: http://fox8.com/2017/02/23/crucial-step-forward-in-the-search-to-cure-the-common-cold/
CNN: http://edition.cnn.com/2017/02/23/health/how-to-cure-common-cold/
BBC Radio York, Sheffield, Humberside and Lincolnshire.
Daily Mail: http://bit.ly/2kTToGO.
Year(s) Of Engagement Activity 2017
 
Description Public talk (University of Edinburgh) 'Geometry: A secret weapon in the fight against viruses' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact A public talk explaining my research.
Year(s) Of Engagement Activity 2016
 
Description Research Seminar (University of Warwick) ' Viruses and Geometry: A new perspective on virus assembly and anti-viral therapy A research talk for a specialist audience' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A specialist research seminar.
Year(s) Of Engagement Activity 2014
 
Description Research featured on the front page of the SIAM News Life Science Special Issue Volume 49, Number 7, September 2016 
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 'Follow the Yellow Brick Road Group, graph, and tiling theory can provide new insights into the architecture and formation of virus... ' research featured in a special issue. https://sinews.siam.org/Current-Issue/Issue-Archives/Issue-Archives-ListView/PID/2282/mcat/2279/evl/0/TagID/159?TagName=Volume-49-|-Number-7-|-September-2016
Year(s) Of Engagement Activity 2016
 
Description Research reviewed by Peter Prevelige, a world-leading authority on virus assembly (Journal of Molecular Biology Volume 428, Issue 2, Part B, 29 January 2016, Pages 416-418) 
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 This review 'Follow the Yellow Brick Road: A Paradigm Shift in Virus Assembly' features our article 'Direct Evidence for Packaging Signal-Mediated Assembly of Bacteriophage MS2
Journal of Molecular Biology, Volume 428, Issue 2, Part B, 29 January 2016, Pages 431-448.
Year(s) Of Engagement Activity 2016
URL http://www.sciencedirect.com/science/article/pii/S0022283615007007
 
Description Several news outlets featured our research on nanoparticles (re Cover article in the Biophysical Journal, Volume 110, Issue 3 - 2 February 2016 
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 Research featured on the cover of the journal
Year(s) Of Engagement Activity 2016
URL http://www.sciencedirect.com/science/journal/00063495/110/3
 
Description Thinking Space at The Science Museum - documentary featuring Professor Reidun Twarock as one of nine UK-based mathematicians 
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 Recognition in the community
Year(s) Of Engagement Activity 2015
URL http://photographyresearchgroup.co.uk/heidi-premiers-her-film-at-science-museum/
 
Description YCCSA Science-Arts Exhibition - display & movies 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact the 3Sixty presentation sparked interest in applications of mathematics in society

interesting discussions with the general public
Year(s) Of Engagement Activity 2013
 
Description York Festival of Ideas (University of York 2015): Viruses: Mathematical visualisations joint talk with artist Briony Thomas 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Following a collaboration between designer Briony Thomas of the University of Leeds and mathematical virologist Reidun Twarock of the University of York, this interactive exhibition explores recent advances in our understanding of viruses.
Year(s) Of Engagement Activity 2015
URL http://yorkfestivalofideas.com/2015/exhibitions/viruses/
 
Description mbi Emphasis Workshop talk (The Ohio State University) 'Assembly of ssRNA viruses II: Consequences of Packaging Signal Mediated Assembly for Viral Evolution' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Abstract: Packaging signals provide an instruction manual for efficient virus assembly and thus place constraints on the evolution of single-stranded RNA genomes. This talk will cover the consequences of packaging signal-mediated assembly for viral evolution. It will discuss the geometry of the implicitly define fitness landscapes underpinning the evolutionary dynamics and the consequences of viral geometry for evolution.
Year(s) Of Engagement Activity 2015
URL https://mbi.osu.edu/event/?id=823#abstracts
 
Description publication selected by the Faculty of 1000 (F1000Prime) 
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 research was selected for inclusion in the Faculty of 1000 listing

interest in the community
Year(s) Of Engagement Activity 2013
 
Description work received special mention in the newsletter of the International Union of Crystallography 
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 our work was featured in the newsletter of the International Union of Crystallography

interest in the community
Year(s) Of Engagement Activity 2013