2018
DOI: 10.1371/journal.pone.0196182
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Understanding the impact of the cofactor swapping of isocitrate dehydrogenase over the growth phenotype of Escherichia coli on acetate by using constraint-based modeling

Abstract: It has been proposed that NADP+-specificity of isocitrate dehydrogenase (ICDH) evolved as an adaptation of microorganisms to grow on acetate as the sole source of carbon and energy. In Escherichia coli, changing the cofactor specificity of ICDH from NADP+ to NAD+ (cofactor swapping) decreases the growth rate on acetate. However, the metabolic basis of this phenotype has not been analyzed. In this work, we used constraint-based modeling to investigate the effect of the cofactor swapping of ICDH in terms of ener… Show more

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Cited by 11 publications
(12 citation statements)
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“…One such example is the use of menaquinol over ubiquinone as a cofactor to NADH dehydrogenase under oxidative stress. Effects of the use of such alternate pathways, especially during stress alleviation in bacterial systems have been elucidated in earlier literature (Shimizu, 2013; Armingol et al, 2018). However, very few such events were noted for the stresses other than oxidative stress for M.tb .…”
Section: Discussionmentioning
confidence: 99%
“…One such example is the use of menaquinol over ubiquinone as a cofactor to NADH dehydrogenase under oxidative stress. Effects of the use of such alternate pathways, especially during stress alleviation in bacterial systems have been elucidated in earlier literature (Shimizu, 2013; Armingol et al, 2018). However, very few such events were noted for the stresses other than oxidative stress for M.tb .…”
Section: Discussionmentioning
confidence: 99%
“…Synthesis of metabolites associated with overflow and secondary metabolism (e.g., formate, ethanol, and acetate, Supplementary Figs. 3, 4) is prevented as much as possible in monocultures 42 or controlled by the energetic state of cells 43 . However, for microbial communities, the active exchange of these overflow metabolites maintains and promotes the growth of community members.…”
Section: Discussionmentioning
confidence: 99%
“…To assess significant upregulation and downregulation of reactions, we sampled the solution space for each model and timepoint. Sampling was carried out using the gpSampler function of the COBRA Toolbox 23 in close proximity to the optimal solution space by constraining the LP problem to a minimum of 90% the optimal solution 53 , with a sample size of 5000 points for each timepoint. Reactions were considered to be upregulation or downregulated if the paired one-tailed (right and left respectively) Student's t test rejected the null hypothesis with a p value lower than a significance level of 0.05, with reaction flux distributions at the initial and final time points as inputs.…”
Section: Determination Of Upregulation and Downregulation Of Reactionsmentioning
confidence: 99%
“…Pathway activity variation of core metabolism in photoautotrophic (left) and heterotrophic (right) organisms after nitrogen depletion. The solution space of the models was sampled according to a previously reported methodology53 ; employing functions available in The COBRA Toolbox (see Methods). Significant upregulations or downregulations was assessed by performing a Student's t test on the distributions of each reaction at the initial and final time points.…”
mentioning
confidence: 99%