Use of response surface methodology to enhance carotenoid pigment production from Cellulosimicrobium strain AZ

被引:4
作者
Bakhtiyari, Atefeh Salehi [1 ]
Etemadifar, Zahra [1 ]
Borhani, Matia Sadat [2 ]
机构
[1] Univ Isfahan, Fac Biol Sci & Technol, Dept Cell & Mol Biol & Microbiol, Hezar Jerib St, Esfahan 8174673441, Iran
[2] Gonbad Kavous Univ, Fac Sci, Biol Dept, Gonbad Kavus, Golestan, Iran
来源
SN APPLIED SCIENCES | 2020年 / 2卷 / 12期
关键词
Carotenoid; Cellulosimicrobium; Optimization; Response surface methodology; Tricarboxylic acid cycle intermediates; FED-BATCH PROCESS; OPTIMIZATION; CANTHAXANTHIN; BIOSYNTHESIS;
D O I
10.1007/s42452-020-03549-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In the present study, the response surface methodology based on a rotatable central composite design was applied to optimize the production of the carotenoid pigment using a strain of Cellulosimicrobium that has not been reported so far for this genus. The microbial biomass and pigment production of strain AZ were investigated in the presence of tricarboxylic acid cycle intermediates (citrate, malate, succinate), and glutamate. Besides, the influence of the pH of the fermentation medium was also evaluated. The design consisted of a total of 32 experiments at five levels for each factor. Optimum carotenoid production (28.86 mg/L) was observed in the fermentation medium (pH 8.04) containing citrate (11.18 mM), glutamate (12.48 mM), malate (14.19 mM), and succinate (13.38 mM). It was 1.65-fold more than that of the OFAT method (17.5 mg/L) and 12-fold more than the unoptimized conditions (2.4 mg/L). The results were fitted with a quadratic model that could predict the responses to new observations significantly (pred-R-2=0.9686). Optimum microbial biomass (10.61 g/L) was observed in the presence of citrate (10.27 mM), glutamate (14.03 mM), malate (13.1 mM), and succinate (10.39 mM) as well as pH 8.36. In contrast to the results of one-factor-at-a-time, the carotenoid production had not a direct relationship with bacterial biomass. The established model could describe the variability of above 99.85% in the response based on the determination coefficient (R-2).
引用
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页数:9
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共 25 条
  • [11] Metabolomic Profiling of Rhodosporidium toruloides Grown on Glycerol for Carotenoid Production during Different Growth Phases
    Lee, Jaslyn Jie Lin
    Chen, Liwei
    Shi, Jiahua
    Trzcinski, Antoine
    Chen, Wei-Ning
    [J]. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2014, 62 (41) : 10203 - 10209
  • [12] Modular engineering for microbial production of carotenoids
    Li, Cheng
    Swofford, Charles A.
    Sinskey, Anthony J.
    [J]. METABOLIC ENGINEERING COMMUNICATIONS, 2020, 10
  • [13] Malik K., 2012, International Journal of Microbial Resource Technology, V1, P361
  • [14] ENHANCEMENT OF CANTHAXANTHIN PRODUCTION FROM Dietzia natronolimnaea HS-1 IN A FED-BATCH PROCESS USING TRACE ELEMENTS AND STATISTICAL METHODS
    Nasrabadi, M. R. Nasri
    Razavi, S. H.
    [J]. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING, 2010, 27 (04) : 517 - 529
  • [15] Use of response surface methodology in a fed-batch process for optimization of tricarboxylic acid cycle intermediates to achieve high levels of canthaxanthin from Dietzia natronolimnaea HS-1
    Nasrabadi, Mohammad Reza Nasri
    Razavi, Seyed Nadi
    [J]. JOURNAL OF BIOSCIENCE AND BIOENGINEERING, 2010, 109 (04) : 361 - 368
  • [16] Panda B., 2007, Res. Journal of Microbiology, V2, P201, DOI DOI 10.3923/JM.2007.201.208
  • [17] Paniagua-Michel J, 2012, Methods Mol Biol, V892, P1, DOI 10.1007/978-1-61779-879-5_1
  • [18] Carotenoid biosynthesis and biotechnological application
    Sandmann, G
    [J]. ARCHIVES OF BIOCHEMISTRY AND BIOPHYSICS, 2001, 385 (01) : 4 - 12
  • [19] Molecular breeding of carotenoid biosynthetic pathways
    Schmidt-Dannert, C
    Umeno, D
    Arnold, FH
    [J]. NATURE BIOTECHNOLOGY, 2000, 18 (07) : 750 - 753
  • [20] Comparative one-factor-at-a-time, response surface (statistical) and bench-scale bioreactor level optimization of thermoalkaline protease production from a psychrotrophic Pseudomonas putida SKG-1 isolate
    Singh, Santosh K.
    Singh, Sanjay K.
    Tripathi, Vinayak R.
    Khare, Sunil K.
    Garg, Satyendra K.
    [J]. MICROBIAL CELL FACTORIES, 2011, 10