Computational Modelling Group

Evolution

Evolution is the change of replicating entities through time due to descent with modification. This topic includes projects modelling the fundamental processes and forces that drive evolution itself, as well as projects that make use of evolutionary theory to make predictions and inferences about current organisms and biomolecules, particularly DNA and protein. This topic also covers Population Genetics. Evolution is not to be confused with morphogenesis, which can be a gradual change with time but does not involve replication.

For queries about this topic, contact Richard Edwards.

View the calendar of events relating to this topic.

Projects

A novel approach to analysing fixed points in complex systems

James Dyke (Investigator), Iain Weaver

This work aims to contribute to our understanding of the relationship between complexity and stability. By describing an abstract coupled life-environment model, we are able to employ novel analytical, and computational techniques to shed light on the properties of such a system.

Benchmarking the GOPHER orthologue prediction algorithm.

Richard Edwards, Shaun Maguire

Generation of Orthologous Proteins from High-throughput Evolutionary Relationships (GOPHER) is an orthologue prediction algorithm. This experiment aims to benchmark this algorithm.

Cellular Automata Modelling of Membrane Formation and Protocell Evolution

Seth Bullock (Investigator), Stuart Bartlett

We simulated the meso-level behaviour of lipid-like particles in a range of chemical and physical environments. Self-organised protocellular structures can be shown to emerge spontaneously in systems with random, homogeneous initial conditions. Introducing an additional 'toxic' particle species and an associated set of synthesis reactions produced a new set of ecological behaviours compared to the original model of Ono and Ikegami.

Identification of novel Crustacean Pathogen Receptor Proteins

Richard Edwards, Chris Hauton, Timothy Elliott (Investigators), Oyindamola Lawal, Lloyd Mushambadzi

We are mining EST libraries (sequence fragments of expressed genes) for novel proteins that might play a role in the immune response of crustaceans.

Immunotherapy Research: Modelling MHC Class I Complex Assembly

Timothy Elliott, Jorn Werner (Investigators), Alistair Bailey

This project uses mathematical modelling and simulation to investigate mechanisms by which our cells process and present biological information that is used by our immune system to distinguish between healthy and diseased cells.

Integrated in silico prediction of protein-protein interaction motifs

Richard Edwards (Investigator), Nicolas Palopoli, Kieren Lythgow

Many vital protein-protein interactions are mediated by Short Linear Motifs (SLiMs) which are short proteins typically 5-15 amino acids long containing only a few positions crucial to function. This project integrates a number of leading computational techniques to predict novel SLiMs and add crucial detail to protein-protein interaction networks.

Interactome-wide prediction of short linear protein interaction motifs in humans

Richard Edwards (Investigator)

Short Linear Motifs (SLiMs) are important in many protein-protein interactions. In previous work, we have developed a computational tool, SLiMFinder, which places the interpretation of evidence for motifs within a statistical framework with high specificity, and subsequently enhanced sensitivity through application of conservation-based sequence masking. We are now applying these tools to a comprehensive set of human protein-protein interactions in order to predict novel human SLiMs in silico.

Mass Spec identification of proteins utilising EST libraries

Richard Edwards, Maria Debora Iglesias-Rodriguez (Investigators), Bethan Jones

Expressed Sequence Tag (EST) data presents a particular challenge for the identification of proteins using mass spectrometry (MS): it is often redundant (multiple copies of the same gene), consists primarily of short fragments of coding sequence, contains many sequencing errors and is generally poorly annotated. We are developing computational pipelines to maximise robust protein identifications from EST data despite these challenges.

Selection pressure for language and theory-of-mind in monkeys

Jason Noble (Investigator)

To what extent are the alarm calls of putty-nosed monkeys likely to be a good model for human language evolution? Simulation is used to classify evolutionary trajectories as either plausible or implausible, and to put lower bounds on the cognitive complexity required to perform particular behaviours.

The Origins of Communication Revisited

Jason Noble (Investigator), Jordi Arranz

Quinn (2001) sought to demonstrate that communication be- tween simulated agents could be evolved without pre-defined communication channels. Quinn’s work was exciting because it showed the potential for ALife models to look at the real origin of communication; however, the work has never been replicated. In order to test the generality of Quinn’s result we use a similar task but a completely different agent architecture. We find that qualitatively similar behaviours emerge, but it is not clear whether they are genuinely communicative. We extend Quinn’s work by adding perceptual noise and internal state to the agents in order to promote ritualization of the nascent signal. Results were inconclusive; philosophical implications are discussed.

µ-VIS Computed Tomography Centre

Ian Sinclair, Richard Boardman, Dmitry Grinev, Philipp Thurner, Simon Cox, Jeremy Frey, Mark Spearing, Kenji Takeda (Investigators)

A dedicated centre for computed tomography (CT) at Southampton, providing complete support for 3D imaging science, serving Engineering, Biomedical, Environmental and Archaeological Sciences. The centre encompasses five complementary scanning systems supporting resolutions down to 200nm and imaging volumes in excess of one metre: from a matchstick to a tree trunk, from an ant's wing to a gas turbine blade.

People

Seth Bullock
Professor, Electronics and Computer Science (FPAS)
Andrew Collins
Professor, Medicine (FM)
Simon Cox
Professor, Engineering Sciences (FEE)
Timothy Elliott
Professor, Medicine (FM)
Jeremy Frey
Professor, Chemistry (FNES)
Ian Sinclair
Professor, Engineering Sciences (FEE)
Mark Spearing
Professor, Engineering Sciences (FEE)
Tiina Roose
Reader, Engineering Sciences (FEE)
Jorn Werner
Reader, Biological Sciences (FNES)
Stuart Clarke
Senior Lecturer, Medicine (FM)
Richard Edwards
Senior Lecturer, Biological Sciences (FNES)
Fraser Sturt
Senior Lecturer, Humanities (FH)
Srinandan Dasmahapatra
Lecturer, Electronics and Computer Science (FPAS)
James Dyke
Lecturer, Electronics and Computer Science (FPAS)
Maria Debora Iglesias-Rodriguez
Lecturer, Ocean & Earth Science (FNES)
Philipp Thurner
Lecturer, Engineering Sciences (FEE)
Chris Hauton
Senior Research Fellow, Ocean & Earth Science (FNES)
Richard Boardman
Research Fellow, Engineering Sciences (FEE)
Dmitry Grinev
Research Fellow, Engineering Sciences (FEE)
Rob Mills
Research Fellow, Electronics and Computer Science (FPAS)
Jason Noble
Research Fellow, Electronics and Computer Science (FPAS)
Nicolas Palopoli
Research Fellow, Biological Sciences (FNES)
Jordi Arranz
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Alistair Bailey
Postgraduate Research Student, Medicine (FM)
Stuart Bartlett
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Caroline Duignan
Postgraduate Research Student, Biological Sciences (FNES)
Tom Hebbron
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Guy Jacobs
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Bethan Jones
Postgraduate Research Student, National Oceanography Centre (FNES)
Andreas Loengarov
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Daniel Power
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Sonya Ridden
Postgraduate Research Student, Mathematics (FSHS)
Iza Romanowska
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Nick Synes
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Iain Weaver
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Davide Zilli
Postgraduate Research Student, Electronics and Computer Science (FPAS)
Shaun Maguire
Undergraduate Research Student, Biological Sciences (FNES)
Elena Vataga
Technical Staff, iSolutions
Petrina Butler
Administrative Staff, Research and Innovation Services
Oyindamola Lawal
Alumnus, former UG, Biological Sciences
Kieren Lythgow
Alumnus, Health Protection Agency
Lloyd Mushambadzi
Alumnus, former UG, Biological Sciences
Kenji Takeda
Alumnus, Engineering Sciences (FEE)