Event Abstract Back to Event Live cell imaging and mathematical modelling reveals a role for non-canonical TGFbeta signalling in matrix protein trafficking D Ribe1*, A Tucker2 and G Stenbeck1 1 Brunel University, Centre for Cell and Chromosome Biology, United Kingdom 2 Brunel University, School of Information Systems, Computing and Mathematics, United Kingdom Intracellular trafficking of matrix proteins prior to secretion is vital for bone remodelling and under the control of cytokines and growth hormones. However, little is known how these extracellular signals modulate the intracellular trafficking machinery. In disease states such as osteoarthritis, which are also characterised by aberrant matrix deposition, osteoblasts show reduced responsiveness to transforming growth factor beta (TGFbeta). TGFbeta exerts its effects through diverse signalling pathways, including the Smad, Rho, PI-3 kinase and MAP kinase pathways. Our study aims to identify the immediate early effects of TGFbeta on intracellular trafficking of bone matrix proteins and the molecular machinery responsible using total internal reflection microscopy (TIRFM) and statistical computer modelling. {BR}ROS17/2.8 cells were transfected with a plasmid for osteonectin(ON)-GFP expression and ON-containing vesicles were visualised by TIRFM. Serial TIRFM images were collected and analysed using the Particle Tracker plugin for ImageJ. Mean square displacements (MSD) were calculated and used to classify vesicle trajectories as directed diffusion, simple diffusion and restricted diffusion. {BR}Analysis of cells treated with either vehicle, 5 µM of the MEK inhibitor UO126, 10 µM of the p38 MAPK inhibitor BIRB796, 100 nM of the PI3-kinase inhibitor wortmannin or 10 µM of the ROCK inhibitor Y-27632 for 30 min before subsequent TGFbeta treatment for 10 min showed that TGFbeta caused a 3.4 ± 0.7 fold increase in slope of MSD curves of ON-GFP vesicle trajectories, which was inhibited in the presence of U0126, BIRB796, Y-27632 but not by wortmannin. Analysis with Auto Regressive Hidden Markov models on the control and TGFbeta treatment data showed that one hidden state is dominant and that TGFbeta treatment data generates models that are less stable with a high probability of state changes. A decision tree classifier was constructed and resulted in a fit to the experimental data with 96% accuracy. {BR}Our results show that non-classical TGFbeta signalling has an immediate effect on trafficking of the secreted protein ON, where ROCK, MEK and p38 MAP kinase signalling regulate vesicle trajectories and that our probabilistic models are powerful tools to analyse the complex intracellular movement of vesicules carrying matrix proteins. Keywords: Bones, Bone Research Conference: 2011 joint meeting of the Bone Research Society & the British Orthopaedic Research Society, Cambridge, United Kingdom, 27 Jun - 29 Jun, 2011. Presentation Type: Poster Topic: Abstracts Citation: Ribe D, Tucker A and Stenbeck G (2011). Live cell imaging and mathematical modelling reveals a role for non-canonical TGFbeta signalling in matrix protein trafficking. Front. Endocrinol. Conference Abstract: 2011 joint meeting of the Bone Research Society & the British Orthopaedic Research Society. doi: 10.3389/conf.fendo.2011.02.00054 Copyright: The abstracts in this collection have not been subject to any Frontiers peer review or checks, and are not endorsed by Frontiers. They are made available through the Frontiers publishing platform as a service to conference organizers and presenters. The copyright in the individual abstracts is owned by the author of each abstract or his/her employer unless otherwise stated. Each abstract, as well as the collection of abstracts, are published under a Creative Commons CC-BY 4.0 (attribution) licence (https://creativecommons.org/licenses/by/4.0/) and may thus be reproduced, translated, adapted and be the subject of derivative works provided the authors and Frontiers are attributed. For Frontiers’ terms and conditions please see https://www.frontiersin.org/legal/terms-and-conditions. Received: 30 Sep 2011; Published Online: 30 Sep 2011. * Correspondence: Dr. D Ribe, Brunel University, Centre for Cell and Chromosome Biology, United Kingdom, david.ribe@brunel.ac.uk Login Required This action requires you to be registered with Frontiers and logged in. To register or login click here. Abstract Info Abstract The Authors in Frontiers D Ribe A Tucker G Stenbeck Google D Ribe A Tucker G Stenbeck Google Scholar D Ribe A Tucker G Stenbeck PubMed D Ribe A Tucker G Stenbeck Related Article in Frontiers Google Scholar PubMed Abstract Close Back to top Javascript is disabled. Please enable Javascript in your browser settings in order to see all the content on this page.
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