Multi-omic profiling of EPO-producing Chinese hamster ovary cell panel reveals metabolic adaptation to heterologous protein production

被引:16
作者
Ley, Daniel [1 ,2 ,3 ]
Seresht, Ali Kazemi [2 ]
Engmark, Mikael [1 ,2 ]
Magdenoska, Olivera [1 ]
Nielsen, Kristian Fog [1 ]
Kildegaard, Helene Faustrup [3 ]
Andersen, Mikael Rordam [1 ]
机构
[1] Tech Univ Denmark, Dept Syst Biol, DK-2800 Lyngby, Denmark
[2] Novo Nordisk AS, Cell Culture Technol, Malov, Denmark
[3] Tech Univ Denmark, Novo Nordisk Fdn Ctr Biosustainabil, Horsholm, Denmark
关键词
Chinese hamster ovary; erythropoietin; chemostat; metabolomics; transcriptomics; metabolic adaptation; MONOCLONAL-ANTIBODY PRODUCTION; BCL-XL OVEREXPRESSION; MESSENGER-RNA LEVEL; GENE COPY NUMBER; CHO-CELLS; MAMMALIAN-CELLS; ERYTHROPOIETIN PRODUCTION; ENDOPLASMIC-RETICULUM; DISULFIDE-ISOMERASE; ENERGY-CHARGE;
D O I
10.1002/bit.25652
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
Chinese hamster ovary (CHO) cells are the preferred production host for many therapeutic proteins. The production of heterologous proteins in CHO cells imposes a burden on the host cell metabolism and impact cellular physiology on a global scale. In this work, a multi-omics approach was applied to study the production of erythropoietin (EPO) in a panel of CHO-K1 cells under growth-limited and unlimited conditions in batch and chemostat cultures. Physiological characterization of the EPO-producing cells included global transcriptome analysis, targeted metabolome analysis, including intracellular pools of glycolytic intermediates, NAD(P)H/NAD(P)(+), adenine nucleotide phosphates (ANP), and extracellular concentrations of sugars, organic acids, and amino acids. Potential impact of EPO expression on the protein secretory pathway was assessed at multiple stages using quantitative PCR (qPCR), reverse transcription PCR (qRT-PCR), Western blots (WB), and global gene expression analysis to assess EPO gene copy numbers, EPO gene expression, intracellular EPO retention, and differentially expressed genes functionally related to secretory protein processing, respectively. We found no evidence supporting the existence of production bottlenecks in energy metabolism (i.e., glycolytic metabolites, NAD(P)H/NAD(P)(+) and ANPs) in batch culture or in the secretory protein production pathway (i.e., gene dosage, transcription and post-translational processing of EPO) in chemostat culture at specific productivities up to 5pg/cell/day. Time-course analysis of high- and low-producing clones in chemostat culture revealed rapid adaptation of transcription levels of amino acid catabolic genes in favor of EPO production within nine generations. Interestingly, the adaptation was followed by an increase in specific EPO productivity. Biotechnol. Bioeng. 2015;112: 2373-2387. (c) 2015 Wiley Periodicals, Inc.
引用
收藏
页码:2373 / 2387
页数:15
相关论文
共 62 条
  • [21] Regulation of recombinant monoclonal antibody production in Chinese hamster ovary cells: A comparative study of gene copy number, mRNA level, and protein expression
    Jiang, Z
    Huang, Y
    Sharfstein, ST
    [J]. BIOTECHNOLOGY PROGRESS, 2006, 22 (01) : 313 - 318
  • [22] Jossé L, 2012, METHODS MOL BIOL, V824, P595, DOI 10.1007/978-1-61779-433-9_32
  • [23] KEGG: Kyoto Encyclopedia of Genes and Genomes
    Kanehisa, M
    Goto, S
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 27 - 30
  • [24] Data, information, knowledge and principle: back to metabolism in KEGG
    Kanehisa, Minoru
    Goto, Susumu
    Sato, Yoko
    Kawashima, Masayuki
    Furumichi, Miho
    Tanabe, Mao
    [J]. NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) : D199 - D205
  • [25] Cell Line Profiling to Improve Monoclonal Antibody Production
    Kang, Sohye
    Ren, Da
    Xiao, Gang
    Daris, Kristi
    Buck, Lynette
    Enyenihi, Atim A.
    Zubarev, Roman
    Bondarenko, Pavel V.
    Deshpande, Rohini
    [J]. BIOTECHNOLOGY AND BIOENGINEERING, 2014, 111 (04) : 748 - 760
  • [26] A genome-wide transcriptional analysis of producer and non-producer NS0 myeloma cell lines
    Khoo, Soo Hean Gary
    Falciani, Francesco
    Al-Rubeait, Mohamed
    [J]. BIOTECHNOLOGY AND APPLIED BIOCHEMISTRY, 2007, 47 (02) : 85 - 95
  • [27] The emerging CHO systems biology era: harnessing the 'omics revolution for biotechnology
    Kildegaard, Helene Faustrup
    Baycin-Hizal, Deniz
    Lewis, Nathan E.
    Betenbaugh, Michael J.
    [J]. CURRENT OPINION IN BIOTECHNOLOGY, 2013, 24 (06) : 1102 - 1107
  • [28] CHO cells in biotechnology for production of recombinant proteins: current state and further potential
    Kim, Jee Yon
    Kim, Yeon-Gu
    Lee, Gyun Min
    [J]. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2012, 93 (03) : 917 - 930
  • [29] Kim N, 2004, J MICROBIOL BIOTECHN, V14, P844
  • [30] Effect of Bcl-xL overexpression on erythropoietin production in recombinant Chinese hamster ovary cells treated with dimethyl sulfoxide
    Kim, Yeon-Gu
    Kim, Jee Yon
    Park, Byoungwoo
    Ahn, Jung Oh
    Jung, Joon-Ki
    Lee, Hong Weon
    Lee, Gyun Min
    Lee, Eun Gyo
    [J]. PROCESS BIOCHEMISTRY, 2011, 46 (11) : 2201 - 2204