Title of article :
Use of Taguchi methodology to enhance the yield of caffeine removal with growing cultures of Pseudomonas pseudoalcaligenes
Author/Authors :
Ashengroph, Morahem Department of Biology and Biotechnology - Faculty of Sciences - University of Kurdistan, Sanandaj , Ababaf, Sajad Department of Biology and Biotechnology - Faculty of Sciences - University of Kurdistan
Abstract :
Background and Objectives: Microbial caffeine removal is a green solution for treatment of caffeinated products and
agro-industrial effluents. We directed this investigation to optimizing a bio-decaffeination process with growing cultures
of Pseudomonas pseudoalcaligenes through Taguchi methodology which is a structured statistical approach that can be
lowered variations in a process through Design of Experiments (DOE).
Material and Methods: Five parameters, i.e. initial fructose, tryptone, Zn+2 ion and caffeine concentrations and also
incubation time selected and an L16 orthogonal array was applied to design experiments with four 4-level factors and
one 3-level factor (44× 13). Data analysis was performed using the statistical analysis of variance (ANOVA) method.
Furthermore, the optimal conditions were determined by combining the optimal levels of the significant factors and verified
by a confirming experiment. Measurement of residual caffeine concentration in the reaction mixture was performed using
high-performance liquid chromatography (HPLC).
Results: Use of Taguchi methodology for optimization of design parameters resulted in about 86.14% reduction of caffeine
in 48 h incubation when 5g/l fructose, 3 mM Zn+2 ion and 4.5 g/l of caffeine are present in the designed media. Under the
optimized conditions, the yield of degradation of caffeine (4.5 g/l) by the native strain of Pseudomonas pseudoalcaligenes
TPS8 has been increased from 15.8% to 86.14% which is 5.4 fold higher than the normal yield.
Conclusion: According to the experimental results, Taguchi methodology provides a powerful methodology for identifying
the favorable parameters on caffeine removal using strain TPS8 which suggests that the approach also has potential
application with similar strains to improve the yield of caffeine removal from caffeine containing solutions.
Keywords :
Caffeine removal , Process optimization , Pseudomonas pseudoalcaligenase , Taguchi methodology
Journal title :
Astroparticle Physics