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1.
Appl Spectrosc ; 57(2): 132-8, 2003 Feb.
Article in English | MEDLINE | ID: mdl-14610948

ABSTRACT

Near-infrared (NIR) spectroscopy has been developed as a noninvasive tool for the direct, real-time monitoring of glucose, lactic acid, acetic acid, and biomass in liquid cultures of microrganisms of the genera Lactobacillus and Staphylococcus. This was achieved employing a steam-sterilizable optical-fiber probe immersed in the culture (In-line Interactance System). Second-derivative spectra obtained were subjected to partial least-squares (PLS) regression and the results were used to build predictive models for each analyte of interest. Multivariate regression was carried out on two different sets of spectra, namely whole broth minus the spectral subtraction of water, and raw spectra. A comparison of the two models showed that the first cannot be properly applied to real-time monitoring, so this work suggests calibration based on non-difference spectra, demonstrating it to be sufficiently reliable to allow the selective determination of the analytes with satisfactory levels of prediction (standard error of prediction (SEP) < 10%). Direct interfacing of the NIR system to the bioreactor control system allowed the implementation of completely automated monitoring of different cultivation strategies (continuous, repeated batch). The validity of the in-line analyses carried out was found to depend crucially on maintaining constant hydrodynamic conditions of the stirred cultures because both gas flow and stirring speed variations were found to markedly influence the spectral signal.


Subject(s)
Bioreactors , Fiber Optic Technology/instrumentation , Lactobacillus/chemistry , Lactobacillus/growth & development , Spectroscopy, Fourier Transform Infrared/methods , Staphylococcus/chemistry , Staphylococcus/growth & development , Acetic Acid/analysis , Algorithms , Biomass , Cell Culture Techniques/instrumentation , Cell Culture Techniques/methods , Feasibility Studies , Fermentation/physiology , Fiber Optic Technology/methods , Glucose/analysis , Lactic Acid/analysis , Least-Squares Analysis , Online Systems , Optical Fibers , Spectroscopy, Fourier Transform Infrared/instrumentation , Transducers
2.
Biotechnol Bioeng ; 67(2): 147-56, 2000 Jan 20.
Article in English | MEDLINE | ID: mdl-10592512

ABSTRACT

Due to the lack of suitable in-process sensors, on-line monitoring of fermentation processes is restricted almost exclusively to the measurement of physical parameters only indirectly related to key process variables, i.e., substrate, product, and biomass concentration. This obstacle can be overcome by near infrared (NIR) spectroscopy, which allows not only real-time process monitoring, but also automated process control, provided that NIR-generated information is fed to a suitable computerized bioreactor control system. Once the relevant calibrations have been obtained, substrate, biomass and product concentration can be evaluated on-line and used by the bioreactor control system to manage the fermentation. In this work, an NIR-based control system allowed the full automation of a small-scale pilot plant for lactic acid production and provided an excellent tool for process optimization. The growth-inhibiting effect of lactic acid present in the culture broth is enhanced when the growth-limiting substrate, glucose, is also present at relatively high concentrations. Both combined factors can result in a severe reduction of the performance of the lactate production process. A dedicated software enabling on-line NIR data acquisition and reduction, and automated process management through feed addition, culture removal and/or product recovery by microfiltration was developed in order to allow the implementation of continuous fermentation processes with recycling of culture medium and cell recycling. Both operation modes were tested at different dilution rates and the respective cultivation parameters observed were compared with those obtained in a conventional continuous fermentation. Steady states were obtained in both modes with high performance on lactate production. The highest lactate volumetric productivity, 138 g L(-1) h(-1), was obtained in continuous fermentation with cell recycling.


Subject(s)
Filtration/methods , Lactic Acid/biosynthesis , Lacticaseibacillus casei/metabolism , Spectroscopy, Near-Infrared/methods , Automation , Fermentation , Glucose/metabolism , Resins, Plant , Spectroscopy, Near-Infrared/instrumentation
3.
Antimicrob Agents Chemother ; 13(1): 7-13, 1978 Jan.
Article in English | MEDLINE | ID: mdl-343714

ABSTRACT

To screen the abilities of mutant strains of Cephalosporium to produce cephalosporin C, colonies of the organism were grown on the surface of small (4-mm diameter) disks of agar medium. After incubation of the disks for periods of up to 5 days, the antibiotic contents of the disks were assayed by placing them on agar plates of the assay organism and determining the diameters of the inhibition zones. The amount of nitrogen source in the agar disk medium was used to control the amount of antibiotic produced in the disk and, thus, the sensitivity of screening. The relation of agar disk inhibition zone diameters to log shake-flask titers was linear with short incubation times (2 to 3 days) of the disks, but shifted towards a higher order with prolonged incubation (4 to 5 days). The optimum incubation time for the disks was 4 to 5 days, and then a 15% difference in zone diameters was significant with 10 disks per sample. The minimum difference between the shake-flask titers, which could be detected by the agar disk method with 10 disks per sample, was about 30% with 5 days of incubation for the disks. The results suggest that the shake-flask culture underestimated the degree of improvement in strain productivity.


Subject(s)
Acremonium/growth & development , Cephalosporins/analysis , Culture Media , Microbiological Techniques
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