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Mike Chappell School of Engineering
Warwick Engineering in Biomedicine - WEB
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Biomedical Systems Modelling (Mike Chappell)
Mathematical/metabolic systems modelling of biomedical, biological and pharmacokinetic (PK) processes Mechanistic (knowledge-based) modelling – predictive capability for screening, diagnosis and therapy Quantitative and Systems Pharmacology Collaborators AstraZeneca (UK & Sweden), The Binding Site(TBS), QE B’ham, LSTM, UHCW, School of Med. Cardiff, Fraunhofer Chalmers Centre, Uppsala Univ., Warwick CDTs and Gambro/Baxter Expertise in structural identifiability & indistinguishability analyses Surface plasmon resonance (SPR) used to determine affinities in incompatible renal transplants – knowledge of identifiability essential
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Compartmental Modelling – clearance of free light chains (withTBS)
4 PhD students over last 10 years Myeloma is a cancer of plasma cells excess monoclonal FLCs renal damage Combine chemotherapy with dialysis to protect kidney? (EuLITE & Patent) REF Impact Case Study 1: 100% kill 4: +HD (4hrs 3x/wk) 2: 10%/day kill 5: +HD (8 hrs /day) 3: +PE (6 x 3.5l) Bradwell. Serum Free Light Chain Analysis, 2010
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Warwick/AstraZeneca (AZ) Collaborations
IMPACT (Innovative Modelling for Pharmacological Advances through Collaborative Training) in collaboration with AstraZeneca (Mölndal, Sweden & Alderley Park/Cambridge) and associate partners - EU, Marie Curie People ITN European Industrial Doctorate (EID) scheme(€1.467M) “Structural Identifiability and Indistinguishability Analysis as Tools for Quantitative and Systems Toxicology” supporting the replacement, reduction and refinement (3Rs) of animal use. Funded by the NC3Rs/EPSRC (£245K) Modelling the kinetics of BCRP/hepatic transporters and associated inhibitors – (MRC Capacity Building Studentship + AZ top-up) Modelling and control of glucose-insulin dynamics (Type 2 diabetes) – (AZ funded PhD studentship) Mechanistic modelling of in vitro transporter data to improve translational modelling of the transporter-mediated human pharmacokinetics and DDI predictions (BBSRC Case Award with AZ, began February 2015)
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Quantitative and Systems Pharmacology (QSP)
Systems pharmacology - an emerging discipline, which connects systems biology (i.e. genomics, proteomics, and metabolomics) to quantitative pharmacology (i.e. mechanism-based PKPD modelling) to obtain fundamental insights in the interactions between drugs and diseases. Recently, interest in this field has increased substantially. It is seen as a novel scientific approach to the design of (complex) therapeutic interventions to modify disease processes. Now have an EPSRC funded national network QSP-UK in this area that also includes all of the major pharma companies based in the UK ans associated SMEs. Network workshops planned: - Surrey (5th-7th September 2016) - Warwick (September 2017) - Reading (July 2018) See:
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