Systems biology for industrial strains and fermentation processes--example: amino acids.

Systems biology is attracting significant interest finding applications not only in pharmaceutical development but also for basic studies on microbial systems. The latter often concentrate on the quantitative understanding of global regulation phenomena. So far, these activities are dominated by academic groups basically mirroring the necessity to prepare the sound scientific understanding first, before industrial applications can be derived later. However, this short-term view may not be sufficient because systems biology already offers numerous benefits for industrial applications, provided that special constraints are considered. This contribution indicates some of the constraints worth noticing when industrial systems biology projects are carried out. Consequently, differences in project structure and goals between purely academic and industrial systems biology projects are outlined.

Solid state 15N NMR evidence for a complex Schiff base counterion in the visual G-protein-coupled receptor rhodopsin.

Using the baculovirus/Sf9 cell expression system, we have incorporated 99% 15N-enriched [alpha,epsilon-15N2]-L-lysine into the rod visual pigment rhodopsin. We have subsequently investigated the protonated Schiff base (pSB) linkage in the [alpha, epsilon-15N2]Lys-rhodopsin with cross-polarization magic angle spinning (CP/MAS) 15N NMR. The Schiff base (SB) 15N in [alpha, epsilon-15N2]Lys-rhodopsin resonates with an isotropic shift sigmaI of 155.9 ppm, relative to 5.6 M 15NH4Cl. This suggests that the SB in rhodopsin is protonated and stabilized by a complex counterion. The 15N shifts of retinal SBs correlate with the energy difference between the ground and excited states and the frequency of maximum visible absorbance, numax, associated with the pi-pi transition of the polyene chromophore. Experimental modeling of the relation between the numax and the size of the counterion with a set of pSBs provides strong evidence that the charged chromophore in rhodopsin is stabilized by a counterion with an estimated effective center-center distance (deff) between the counterion and the pSB of 0.43 +/- 0.01 nm. While selected prokaryotic proteins and complexes have been labeled before, this is the first time to our knowledge that a 15N-labeled eukaryotic membrane protein has been generated in sufficient amount for such NMR investigations.

Reaction engineering analysis of L-lysine transport by Corynebacterium glutamicum.

To identify potential L-lysine export limitations by Corynebacterium glutamicum in the L-lysine production process, the excretion of L-lysine was studied in continuous and fed-batch operated stirred tank reactors. A structured biochemical model of the L-lysine excretion mechanism was used to determine the activity of the export carrier and to calculate a cell-specific concentration of the export carrier. For the biochemical characterization of this specific carrier concentration a standardized L-lysine efflux test was developed. Carrier activity, cell-specific carrier concentration, and the specific L-lysine export rate were identified as a function of pH value and L-lysine concentration in the reactors. Also, the correlation of these parameters to the metabolic state of C. glutamicum was determined. The pH value in the reactor governs the carrier activity (maximum at pH 6.5) and the specific carrier concentration (maximum at pH 8.0). The specific L-lysine export rate, as the product of carrier activity and specific carrier concentration, revealed a maximum at pH 7.0. Decreasing L-lysine productivities also correlated with decreasing specific carrier concentrations. The L-lysine concentration in the reactor had no effect on the specific carrier concentration but strongly inhibited the carrier activity. The specific export rate was reduced to 50% at 400 mM L-lysine compared to the specific export rate at 80 mM L-lysine. (c) 1996 John Wiley & Sons, Inc.