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Modelling Proteasome Dynamics in a Bayesian Framework

BestMasters

By (author) Sabine Stubler
Format: Paperback / softback
Publisher: Springer Fachmedien Wiesbaden, Weisbaden, Germany
Imprint: Springer Spektrum
Published: 13th Dec 2017
Dimensions: w 148mm h 210mm d 6mm
Weight: 147g
ISBN-10: 3658201665
ISBN-13: 9783658201661
Barcode No: 9783658201661
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Synopsis
Sabine Stubler compares different proteasome isoforms and subtypes in terms of their transport and active site-related parameters applying an existing computational model. In a second step, the author extends this model to be able to describe the influence of proteasome inhibitors in in vitro experiments. The computational model, which describes the hydrolysis of short fluorogenic peptides by the 20S proteasome, is calibrated to experimental data from different proteasome isoforms using an approximate Bayesian computation approach. The dynamics of proteasome inhibitors are included into the model in order to demonstrate how to modulate the inhibitor's transport parameters for strong or isoform-specific inhibition.

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