Parameter estimation for biochemical pathways by resolving inconsistent experimental data

Autor: R.L. Rodgers, Ying Sun, Li Wu, Jiang Wu
Rok vydání: 2004
Předmět:
Zdroj: IEEE 30th Annual Northeast Bioengineering Conference, 2004. Proceedings of the.
DOI: 10.1109/nebc.2004.1299998
Popis: In this study, a parameter estimation method has been developed for models of biomedical pathways. The inconsistency among experimental data that may come from different sources is reduced. The resulting parameters define a well-behaved mathematical model in the steady state. Based on experimental data collected separately from individual sub steps of a pathway, this approach achieves overall optimization in two steps: flux optimization and individual parameter optimization. The method is useful for identifying an initial state in modeling the dynamics of a biochemical pathway. The method has been effective as applied to a model of glycolysis.
Databáze: OpenAIRE