PubMed · 6786341
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M W Adams, L E Mortenson, J S Chen. 1980. Hydrogenase.. https://doi.org/10.1016/0304-4173(80)90007-5
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An optimization-based procedure for studying the response of metabolic networks after gene knockouts or additions is introduced and applied to a linear flux balance analysis (FBA) Escherichia coli model. Both the gene addition problem of optimally selecting which foreign genes to recombine into E. coli, as well as the gene deletion problem of removing a given number of existing ones, are formulated as mixed-integer optimization problems using binary 0-1 variables. The developed modeling and optimization framework is tested by investigating the effect of gene deletions on biomass production and addressing the maximum theoretical production of the 20 amino acids for aerobic growth on glucose and acetate substrates. In the gene deletion study, the smallest gene set necessary to achieve maximum biomass production in E. coli is determined for aerobic growth on glucose. The subsequent gene knockout analysis indicates that biomass production decreases monotonically, rendering the metabolic network incapable of growth after only 18 gene deletions. In the gene addition study, the E. coli flux balance model is augmented with 3,400 non-E. coli reactions from the KEGG database to form a multispecies model. This model is referred to as the Universal model. This study reveals that the maximum theoretical production of six amino acids could be improved by the addition of only one or two genes to the native amino acid production pathway of E. coli, even though the model could choose from 3,400 foreign reaction candidates. Specifically, manipulation of the arginine production pathway showed the most promise with 8.75% and 9.05% predicted increases with the addition of genes for growth on glucose and acetate, respectively. The mechanism of all suggested enhancements is either by: 1) improving the energy efficiency and/or 2) increasing the carbon conversion efficiency of the production route.
The antitubercular agent isoniazid can be activated by Mycobacterium tuberculosis KatG using either a peroxidase compound I/II or a superoxide-dependent oxyferrous pathway. The identity of activated isoniazid is unknown, but it has been suggested that it may be a free radical intermediate. In this work, EPR spin trapping experiments detected isoniazid-derived radicals generated during KatG-mediated oxidation via the peroxidase compound I/II pathway. On the basis of hyperfine splitting patterns and oxygen dependence, these radicals were identified as the acyl, acyl peroxo, and pyridyl radicals of isoniazid. Isoniazid-resistant KatG(S315T) produced the same radicals found with KatG, while the less potent antitubercular agent nicotinic acid hydrazide produced the corresponding nicotinyl radicals. The time course of radical production was similar for KatG and KatG(S315T), while a lower steady-state level of radicals was produced from nicotinic acid hydrazide. These results support an earlier finding that the peroxidase pathway does not correlate with isoniazid resistance conferred by KatG(S315T). Trace amounts of radicals were detected via the superoxide-dependent pathway. The low level of isoniazid-derived radicals found in the superoxide-dependent pathway may be due to scavenging by superoxide.
Biotin synthase is an iron-sulfur protein that utilizes AdoMet to catalyze the presumed radical-mediated insertion of a sulfur atom between the saturated C6 and C9 carbons of dethiobiotin. Biotin synthase (BioB) is aerobically purified as a dimer that contains [2Fe-2S](2+) clusters and is inactive in the absence of additional iron and reductants, and anaerobic reduction of BioB with sodium dithionite results in conversion to enzyme containing [4Fe-4S](2+) and/or [4Fe-4S](+) clusters. To establish the predominant cluster forms present in biotin synthase in anaerobic assays, and by inference in Escherichia coli, we have accurately determined the extinction coefficient and cluster content of the enzyme under oxidized and reduced conditions and have examined the equilibrium reduction potentials at which cluster reductions and conversions occur as monitored by UV/visible and EPR spectroscopy. In contrast to previous reports, we find that aerobically purified BioB contains ca. 1.2-1.5 [2Fe-2S](2+) clusters per monomer with epsilon(452) = 8400 M(-)(1) cm(-)(1) per monomer. Upon reduction, the [2Fe-2S](2+) clusters are converted to [4Fe-4S] clusters with two widely separate reduction potentials of -140 and -430 mV. BioB reconstituted with excess iron and sulfide in 60% ethylene glycol was found to contain two [4Fe-4S](2+) clusters per monomer with epsilon(400) = 30 000 M(-)(1) cm(-)(1) per monomer and is reduced with lower midpoint potentials of -440 and -505 mV, respectively. Finally, as predicted by the measured redox potentials, enzyme incubated under typical anaerobic assay conditions is repurified containing one [2Fe-2S](2+) cluster and one [4Fe-4S](2+) cluster per monomer. These results indicate that the dominant stable cluster state for biotin synthase is a dimer containing two [2Fe-2S](2+) and two [4Fe-4S](2+) clusters.