DocumentCode :
593673
Title :
Modelling lipid biosynthesis pathways of oil palm by boolean and graphical approaches
Author :
Quek, E.M.P. ; Purutcuoglu, V. ; Sambanthamurthi, R. ; Weber, G.W.
Author_Institution :
Fac. of Health & Life Sci., INTI Int. Univ., Nilai, Malaysia
fYear :
2011
fDate :
2-5 May 2011
Firstpage :
129
Lastpage :
135
Abstract :
The mathematical modelling provides an alternative way for the interpretation and prediction of cellular metabolisms. This study delves into the modelling of lipid biosynthesis pathway and the primary metabolism in the fruit of the oil palm (Elaeis guineensis). Two different data are used for the analysis. In the first dataset, the distribution of carbon flux into the major classes of lipids, i.e., triacylglycerols, diacyl-glycerols, monoacylglycerols, phospholipids, and free fatty acids, is investigated using radioactive isotope. Then, the model of carbon flux is constructed based on the Boolean approach. On the other hand in the second dataset, the graphical methods are implemented to construct a model for the lipid contents of the developing oil palm mesocarp based on the major lipid metabolites of this system as listed previously. Moreover, the generated models are analysed for the control structure depending on the relative ranking of degree for each lipid class in the pathway. The results demonstrate the ability of the models to predict the site of control in this biosynthetic system. Furthermore, the analyses of the networks of lipids do not only reveal underlying interactions between the major classes of lipids but also the response of these networks towards changing environments.
Keywords :
Boolean algebra; Gaussian processes; bioinformatics; biological techniques; botany; carbon; cellular biophysics; lipid bilayers; molecular biophysics; radioisotopes; Boolean methods; C; Gaussian graphical models; biosynthetic system; carbon flux distribution; carbon flux model; cellular metabolisms; control structure analysis; elaeis guineensis; graphical methods; lipid biosynthesis pathway modelling; lipid major classes; lipid metabolites; lipid network analyses; mathematical modelling; oil palm fruit; oil palm mesocarp; radioactive isotope; Biological system modeling; Correlation; Covariance matrix; Lipidomics; Mathematical model; Oils; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Health Informatics and Bioinformatics (HIBIT), 2011 6th International Symposium on
Conference_Location :
Izmir
Print_ISBN :
978-2-4673-4394-4
Type :
conf
DOI :
10.1109/HIBIT.2011.6450822
Filename :
6450822
Link To Document :
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