Influence of oxygen concentration on the metabolism of Penicillium chrysogenum

被引:4
作者
Janoska, Agnes [1 ]
Verheijen, Jelle J. [1 ]
Tang, Wenjung [1 ,2 ]
Lee, Queenie [1 ]
Sikkema, Baukje [1 ]
van Gulik, Walter M. [1 ]
机构
[1] Delft Univ Technol, Dept Biotechnol, NL-2629 HZ Delft, Netherlands
[2] DSM Biotechnol Ctr, Alexander Fleminglaan 1, Delft, Netherlands
来源
ENGINEERING IN LIFE SCIENCES | 2023年 / 23卷 / 01期
基金
欧盟地平线“2020”;
关键词
black box model; metabolic modeling; oxygen limitation; penicillin pathway; scale-down; HIGH-YIELDING STRAIN; DISSOLVED-OXYGEN; BIOSYNTHETIC-PATHWAY; SCALE-DOWN; FUNGAL MORPHOLOGY; PRODUCT FORMATION; FLUID-DYNAMICS; KINETIC-MODEL; GLUCOSE; STARVATION;
D O I
10.1002/elsc.202100139
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
In large-scale bioreactors, there is often insufficient mixing and as a consequence, cells experience uneven substrate and oxygen levels that influence product formation. In this study, the influence of dissolved oxygen (DO) gradients on the primary and secondary metabolism of a high producing industrial strain of Penicillium chrysogenum was investigated. Within a wide range of DO concentrations, obtained under chemostat conditions, we observed different responses from P. chrysogenum: (i) no influence on growth or penicillin production (>0.025 mmol L-1); (ii) reduced penicillin production, but no growth limitation (0.013-0.025 mmol L-1); and (iii) growth and penicillin production limitations (<0.013 mmol L-1). In addition, scale down experiments were performed by oscillating the DO concentration in the bioreactor. We found that during DO oscillation, the penicillin production rate decreased below the value observed when a constant DO equal to the average oscillating DO value was used. To understand and predict the influence of oxygen levels on primary metabolism and penicillin production, we developed a black box model that was linked to a detailed kinetic model of the penicillin pathway. The model simulations represented the experimental data during the step experiments; however, during the oscillation experiments the predictions deviated, indicating the involvement of the central metabolism in penicillin production.
引用
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页数:17
相关论文
共 56 条
  • [1] Amanullah A., 2004, Handbook of industrial mixing, P1071, DOI [10.1002/0471451452.ch18, DOI 10.1002/0471451452.CH18]
  • [2] BAINBRIDGE ZA, 1992, J CHEM TECHNOL BIOT, V55, P233
  • [3] Production of β-galactosidase by Kluyveromyces marxianus under oscillating dissolved oxygen tension
    Cortés, G
    Trujillo-Roldán, MA
    Ramírez, OT
    Galindo, E
    [J]. PROCESS BIOCHEMISTRY, 2005, 40 (02) : 773 - 778
  • [4] Cui YQ, 1998, BIOTECHNOL BIOENG, V60, P216, DOI 10.1002/(SICI)1097-0290(19981020)60:2<216::AID-BIT9>3.0.CO
  • [5] 2-Q
  • [6] Cui YQ, 1998, BIOTECHNOL BIOENG, V57, P409, DOI 10.1002/(SICI)1097-0290(19980220)57:4<409::AID-BIT4>3.0.CO
  • [7] 2-Q
  • [8] Optimization of cold methanol quenching for quantitative metabolomics of Penicillium chrysogenum
    de Jonge, Lodewijk P.
    Douma, Rutger D.
    Heijnen, Joseph J.
    van Gulik, Walter M.
    [J]. METABOLOMICS, 2012, 8 (04) : 727 - 735
  • [9] Scale-down of penicillin production in Penicillium chrysogenum
    de Jonge, Lodewijk P.
    Buijs, Nicolaas A. A.
    ten Pierick, Angela
    Deshmukh, Amit
    Zhao, Zheng
    Kiel, Jan A. K. W.
    Heijnen, Joseph J.
    van Gulik, Walter M.
    [J]. BIOTECHNOLOGY JOURNAL, 2011, 6 (08) : 944 - 958
  • [10] In vivo kinetic analysis of the penicillin biosynthesis pathway using PAA stimulus response experiments
    Deshmukh, Amit T.
    Verheijen, Peter J. T.
    Seifar, Reza Maleki
    Heijnen, Joseph J.
    van Gulik, Walter M.
    [J]. METABOLIC ENGINEERING, 2015, 32 : 155 - 173