K. Schmidt et al., C-13 TRACER EXPERIMENTS AND METABOLITE BALANCING FOR METABOLIC FLUX ANALYSIS - COMPARING 2 APPROACHES, Biotechnology and bioengineering, 58(2-3), 1998, pp. 254-257
Conventional metabolic flux analysis uses the information gained from
determination of measurable fluxes and a steady-state assumption for i
ntracellular metabolites to calculate the metabolic fluxes in a given
metabolic network. The determination of intracellular fluxes depends h
eavily on the correctness of the assumed stoichiometry including the p
resence of all reactions with a noticeable impact on the model metabol
ite balances. Determination of fluxes in complex metabolic networks of
ten requires the inclusion of NADH and NADPH balances, which are subje
ct: to controversial debate. Transhydrogenation reactions that transfe
r reduction equivalents From NADH to NADPH or vice versa can usually n
ot be included in the stoichiometric model, because they result in sin
gularities in the stoichiometric matrix. However, it is the NADPH bala
nce that, to a large extent, determines the calculated flux through th
e pentose phosphate pathway. Hence, wrong assumptions on the presence
or activity of transhydrogenation reactions will result in wrong estim
ations of the intracellular flux distribution. Using C-13 tracer exper
iments and NMR analysis, flux analysis can be performed on the basis o
f only well established stoichiometric equations and measurements of t
he labeling state of intracellular metabolites. Neither NADH/NADPH bal
ancing nor assumptions on energy yields need to be included to determi
ne the intracellular fluxes. Because metabolite balancing methods and
the use of C-13 labeling measurements are two different approaches to
the determination of intracellular fluxes, both methods can be used to
verify each other or to discuss the origin and significance of deviat
ions in the results. Flux analysis based entirely on metabolite balanc
ing and flux analysis, including labeling information, have been perfo
rmed independently for a wild-type strain of Aspergillus oryzae produc
ing alpha-amylase. Two different nitrogen sources, NH4+ and NO3-, have
been used to investigate the influence of the NADPH requirements on t
he intracellular flux distribution. The two different approaches to th
e calculation of fluxes are compared and deviations in the results are
discussed. (C) 1998 John Wiley & Sons, Inc.