1. School of Mathematics, University of Birmingham, Birmingham, UK
2. Institute of Microbiology and Infection, University of Birmingham, Birmingham, UK
3. Institute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK
4. Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TT, UK