TY - BOOK AU - Prinz,Heino ED - SpringerLink (Online service) TI - Numerical Methods for the Life Scientist: Binding and Enzyme Kinetics Calculated with GNU Octave and MATLAB SN - 9783642208201 AV - QH324.2-324.25 U1 - 570.285 23 PY - 2011/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg, Imprint: Springer KW - Life sciences KW - Bioinformatics KW - Life Sciences KW - Computational Biology/Bioinformatics KW - Mathematical and Computational Biology N1 - Preparing the computer -- Binding equilibria -- Binding kinetics -- Least squares fit to experimental data -- Multi-parameter fits -- Comparing the two different approaches.   N2 - Enzyme kinetics, binding kinetics and pharmacological dose-response curves are currently analyzed by a few standard methods. Some of these, like Michaelis-Menten enzyme kinetics, use plausible approximations, others, like Hill equations for dose-response curves, are outdated. Calculating realistic reaction schemes requires numerical mathematical routines which usually are not covered in the curricula of life science. This textbook will give a step-by-step introduction to numerical solutions of non-linear and differential equations. It will be accompanied with a set of programs to calculate any reaction scheme on any personal computer. Typical examples from analytical biochemistry and pharmacology can be used as versatile templates. When a reaction scheme is applied for data fitting, the resulting parameters may not be unique. Correlation of parameters will be discussed and simplification strategies will be offered UR - http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-20820-1 ER -