Automatic formation of hypotheses on the relationships between structure of naphthalene analogs and bioluminescence response of bioreporter Pseudomonas fluorescens HK44.

Autor: Trögl, J., Hálová, J., Kuncová, G., Pařík, P.
Zdroj: Folia Microbiologica; Sep2010, Vol. 55 Issue 5, p411-417, 7p
Abstrakt: Seven hypotheses on relationships between the structure of naphthalene analogs and bioluminescence response of bioreporter Pseudomonas fluorescens were formulated using GUHA (General Unary Hypotheses Automaton) on a training set of 37 compounds. Prediction of bioluminescence response of 12 new naphthalene analogs was successful in 69 % cases and resulted in rejection of single hypothesis. The results demonstrate applicability of GUHA in structure-activity research, especially for qualitative data. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index