title: Using logic programming for modeling the one-carbon metabolism network to study the impact of folate deficiency on methylation processes.
abstract: Dynamical modeling is an accurate tool for describing the dynamic regulation of one-carbon metabolism (1CM) with emphasis on the alteration of DNA methylation and/or dUMP methylation into dTMP. Using logic programming we present a comprehensive and adaptative mathematical model to study the impact of folate deficiency, including folate transport and enzymes activities. 5-Methyltetrahydrofolate (5mTHF) uptake and DNA and dUMP methylation were studied by simulating nutritional 5mTHF deficiency and methylenetetrahydrofolate reductase (MTHFR) gene defects. Both conditions had distinct effects on 1CM metabolite synthesis. Simulating severe 5mTHF deficiency (25% of normal levels) modulated 11 metabolites. However, simulating a severe decrease in MTHFR activity (25% of normal activity) modulated another set of metabolites. Two oscillations of varying amplitude were observed at the steady state for DNA methylation with severe 5mTHF deficiency, and the dUMP/dTMP ratio reached a steady state after 2 h, compared to 2.5 h for 100% 5mTHF. MTHFR activity with 25% of V(max) resulted in an increased methylated DNA pool after half an hour. We observed a deviation earlier in the profile compared to 50% and 100% V(max). For dUMP methylation, the highest level was observed with 25%, suggesting a low rate of dUMP methylation into dTMP with 25% of MTHFR activity. In conclusion, using logic programming we were able to construct the 1CM for analyzing the dynamic system behavior. This model may be used to refine biological interpretations of data or as a tool that can provide new hypotheses for pathogenesis.
authors.affiliation: Nutritional Genomics & Applied Bioinformatics, UPSP 2007.05.137 EGEAL, Institut Polytechnique Lasalle Beauvais, Beauvais, France.
authors.forename: Etienne Z
authors.initials: EZ
authors.lastname: Gnimpieba
authors.forename: Damien
authors.initials: D
authors.lastname: Eveillard
authors.forename: Jean-Louis
authors.initials: JL
authors.lastname: Guéant
authors.forename: Abalo
authors.initials: A
authors.lastname: Chango
mesh_terms: D001185:Artificial Intelligence; D019175:DNA Methylation; D005494:Folic Acid Deficiency / Q000235:genetics / Q000378:metabolism*; D006801:Humans; D008128:Logic; D053858:Metabolic Networks and Pathways; D042965:Methylenetetrahydrofolate Reductase (NADPH2); D008954:Models, Biological; D019875:One-Carbon Group Transferases / Q000737:chemistry / Q000378:metabolism; D049490:Systems Biology / Q000379:methods*; D013763:Tetrahydrofolates
chemical_list: D013763:Tetrahydrofolates; D042965:Methylenetetrahydrofolate Reductase (NADPH2); D019875:One-Carbon Group Transferases; C005984:5-methyltetrahydrofolate