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Lin YH, Tai CC, Brož V, Tang CK, Chen P, Wu CP, Li CH, Wu YL. Adenosine Receptor Modulates Permissiveness of Baculovirus (Budded Virus) Infection via Regulation of Energy Metabolism in Bombyx mori. Front Immunol 2020; 11:763. [PMID: 32411148 PMCID: PMC7198810 DOI: 10.3389/fimmu.2020.00763] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 04/03/2020] [Indexed: 12/16/2022] Open
Abstract
Although the modulation of host physiology has been interpreted as an essential process supporting baculovirus propagation, the requirement of energy supply for host antivirus reactions could not be ruled out. Our present study showed that metabolic induction upon AcMNPV (budded virus) infection of Bombyx mori stimulated virus clearance and production of the antivirus protein, gloverin. In addition, we demonstrated that adenosine receptor signaling (AdoR) played an important role in regulating such metabolic reprogramming upon baculovirus infection. By using a second lepidopteran model, Spodoptera frugiperda Sf-21 cells, we demonstrated that the glycolytic induction regulated by adenosine signaling was a conservative mechanism modulating the permissiveness of baculovirus infection. Another interesting finding in our present study is that both BmNPV and AcMNPV infection cause metabolic activation, but it appears that BmNPV infection moderates the level of ATP production, which is in contrast to a dramatic increase upon AcMNPV infection. We identified potential AdoR miRNAs induced by BmNPV infection and concluded that BmNPV may attempt to minimize metabolic activation by suppressing adenosine signaling and further decreasing the host's anti-baculovirus response. Our present study shows that activation of energy synthesis by adenosine signaling upon baculovirus infection is a host physiological response that is essential for supporting the innate immune response against infection.
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Affiliation(s)
- Yu-Hsien Lin
- Biology Centre of the Czech Academy of Science, Institute of Entomology, Ceske Budejovice, Czechia.,Faculty of Science, University of South Bohemia, Ceske Budejovice, Czechia
| | - Chia-Chi Tai
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Václav Brož
- Biology Centre of the Czech Academy of Science, Institute of Entomology, Ceske Budejovice, Czechia
| | - Cheng-Kang Tang
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Ping Chen
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Carol P Wu
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Cheng-Hsun Li
- Department of Entomology, National Taiwan University, Taipei, Taiwan
| | - Yueh-Lung Wu
- Department of Entomology, National Taiwan University, Taipei, Taiwan
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2
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Xing L, Yuan C, Wang M, Lin Z, Shen B, Hu Z, Zou Z. Dynamics of the Interaction between Cotton Bollworm Helicoverpa armigera and Nucleopolyhedrovirus as Revealed by Integrated Transcriptomic and Proteomic Analyses. Mol Cell Proteomics 2017; 16:1009-1028. [PMID: 28404795 DOI: 10.1074/mcp.m116.062547] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 03/17/2017] [Indexed: 01/23/2023] Open
Abstract
Over the past decades, Helicoverpa armigera nucleopolyhedrovirus (HearNPV) has been widely used for biocontrol of cotton bollworm, which is one of the most destructive pest insects in agriculture worldwide. However, the molecular mechanism underlying the interaction between HearNPV and host insects remains poorly understood. In this study, high-throughput RNA-sequencing was integrated with label-free quantitative proteomics analysis to examine the dynamics of gene expression in the fat body of H. armigera larvae in response to challenge with HearNPV. RNA sequencing-based transcriptomic analysis indicated that host gene expression was substantially altered, yielding 3,850 differentially expressed genes (DEGs), whereas no global transcriptional shut-off effects were observed in the fat body. Among the DEGs, 60 immunity-related genes were down-regulated after baculovirus infection, a finding that was consistent with the results of quantitative real-time RT-PCR. Gene ontology and functional classification demonstrated that the majority of down-regulated genes were enriched in gene cohorts involved in energy, carbohydrate, and amino acid metabolic pathways. Proteomics analysis identified differentially expressed proteins in the fat body, among which 76 were up-regulated, whereas 373 were significantly down-regulated upon infection. The down-regulated proteins are involved in metabolic pathways such as energy metabolism, carbohydrate metabolism (CM), and amino acid metabolism, in agreement with the RNA-sequence data. Furthermore, correlation analysis suggested a strong association between the mRNA level and protein abundance in the H. armigera fat body. More importantly, the predicted gene interaction network indicated that a large subset of metabolic networks was significantly negatively regulated by viral infection, including CM-related enzymes such as aldolase, enolase, malate dehydrogenase, and triose-phosphate isomerase. Taken together, transcriptomic data combined with proteomic data elucidated that baculovirus established systemic infection of host larvae and manipulated the host mainly by suppressing the host immune response and down-regulating metabolism to allow viral self-replication and proliferation. Therefore, this study provided important insights into the mechanism of host-baculovirus interaction.
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Affiliation(s)
- Longsheng Xing
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101.,§University of Chinese Academy of Sciences, Beijing 100049
| | - Chuanfei Yuan
- §University of Chinese Academy of Sciences, Beijing 100049.,¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Manli Wang
- ¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Zhe Lin
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101
| | - Benchang Shen
- ‖Guangzhou Medical University, Guangzhou 510182, China
| | - Zhihong Hu
- ¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Zhen Zou
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101; .,§University of Chinese Academy of Sciences, Beijing 100049
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Burgos RCR, Červinková K, van der Laan T, Ramautar R, van Wijk EP, Cifra M, Koval S, Berger R, Hankemeier T, van der Greef J. Tracking biochemical changes correlated with ultra-weak photon emission using metabolomics. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY 2016; 163:237-45. [DOI: 10.1016/j.jphotobiol.2016.08.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 08/22/2016] [Indexed: 01/29/2023]
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Reid S, Chan LCL, Matindoost L, Pushparajan C, Visnovsky G. Cell Culture for Production of Insecticidal Viruses. Methods Mol Biol 2016; 1477:95-117. [PMID: 27565495 DOI: 10.1007/978-1-4939-6367-6_9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
While large-scale culture of insect cells will need to be conducted using bioreactors up to 10,000 l scale, many of the main challenges for cell culture-based production of insecticidal viruses can be studied using small-scale (20-500 ml) shaker/spinner flasks, either in free suspension or using microcarrier-based systems. These challenges still relate to the development of appropriate cell lines, stability of virus strains in culture, enhancing virus yields per cell, and the development of serum-free media and feeds for the desired production systems. Hence this chapter presents mainly the methods required to work with and analyze effectively insect cell systems using small-scale cultures. Outlined are procedures for quantifying cells and virus and for establishing frozen cells and virus stocks. The approach for maintaining cell cultures and the multiplicity of infection (MOI) and time of infection (TOI) parameters that should be considered for conducting infections are discussed.The methods described relate, in particular, to the suspension culture of Helicoverpa zea and Spodoptera frugiperda cell lines to produce the baculoviruses Helicoverpa armigera nucleopolyhedrovirus, HearNPV, and Anticarsia gemmatalis multicapsid nucleopolyhedrovirus, AgMNPV, respectively, and the production of the nonoccluded Oryctes nudivirus, OrNV, using an adherent coleopteran cell line.
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Affiliation(s)
- Steven Reid
- School of Chemistry & Molecular Biosciences, The University of Queensland, Brisbane, QLD, 4072, Australia.
| | - Leslie C L Chan
- Patheon Biologics Australia Pty Ltd, 37 Kent Street, Woolloongabba, QLD, 4156, Australia
| | - Leila Matindoost
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Charlotte Pushparajan
- Laboratory for Evolution and Development, Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Gabriel Visnovsky
- Chemical & Process Engineering Department, University of Canterbury, Canterbury, New Zealand
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Abstract
Baculovirus-based Insect Cell Technology (ICT) is widely used for the expression of recombinant heterologous proteins and baculovirus bioinsecticides, and has recently gained momentum as a commercial manufacturing platform for human and veterinary vaccines. The three key components of ICT are the Lepidopteran insect cell line, the baculovirus vector, and the growth medium. Insect cell growth media have evolved significantly in the past five decades, from basal media supplemented with hemolymph or animal serum, to highly optimized serum-free media and feeds (SFM and SFF) capable of supporting very high cell densities and recombinant protein yields. The substitution of animal sera with protein hydrolysates in SFM results in greatly reduced medium costs and much improved process scalability. However, both sera and hydrolysates share the disadvantage of lot-to-lot variability, which is detrimental to process reproducibility. Hence, the industrialization of ICT would benefit greatly from chemically defined media (CDM) for insect cells, which are not yet commercially available. On the other hand, applications such as baculovirus bioinsecticides would need truly low cost serum-free media and feeds (LC-SFM and LC-SFF) for economic viability, which require the substitution of a majority of expensive added amino acids with even higher levels of hydrolysates, hence increasing the risk of a variable process. CDM developments are anticipated to benefit both conventional and low cost ICT applications, by identifying key growth factors in hydrolysates for more targeted media and feed design.
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Affiliation(s)
| | - Steven Reid
- Australian Institute of Bioengineering and Nanotechnology, The University of Queensland, Brisbane, QLD, Australia.
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Huynh HT, Tran TTB, Chan LCL, Nielsen LK, Reid S. Effect of the peak cell density of recombinant AcMNPV-infected Hi5 cells on baculovirus yields. Appl Microbiol Biotechnol 2014; 99:1687-700. [PMID: 25472440 DOI: 10.1007/s00253-014-6260-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 11/20/2014] [Accepted: 11/21/2014] [Indexed: 11/27/2022]
Abstract
The phenomenon of the cell density effect is not readily explained by an obvious nutrient limitation, and a recent study has suggested that for recombinant Autographa californica multiple nucleopolyhedrovirus (rAcMNPV)-infected Sf9 cells, a drop in messenger RNA (mRNA) levels may be sufficient to explain the cell density effect for this system. The current study aims to investigate the response in cell-specific yields (viral DNA (vDNA), LacZ mRNA and β-galactosidase (β-Gal) protein) with increasing infection cell density (ICD) for rAcMNPV-infected Hi5 cells, where the rAcMNPV expresses the β-Gal gene under control of the polyhedral promoter. Hi5 cells in suspension culture of Express Five® medium were synchronously infected with a rAcMNPV at multiple ICDs between 0.5 and 6 × 10(6) cells/mL and a multiplicity of infection of 10 plaque-forming units (PFU)/cell either in the original or fresh medium conditions. There were negative correlations between the three key virus infection indicators (vDNA, mRNA and β-Gal) and the peak cell density (PCD). However, unlike infected Sf9 cells, the yield decline started at the lowest PCD investigated (0.6 × 10(6) cells/mL). Generally, the yield decline with increasing PCD was most pronounced for β-Gal followed by mRNA and was more moderate for vDNA. The decline was significantly reduced but not totally arrested when fresh medium replacement was used. The results suggest that the reduction in recombinant protein-specific yields at high PCDs is associated with limitations during the up-stream processes of replication and transcription rather than entirely caused by limitations during translation. In addition, low production rates at late infection stages of moderate to high ICDs are a probable cause of the cell density effect.
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Affiliation(s)
- Hoai T Huynh
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, QLD, 4072, Australia,
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Enhancement of production of protein biopharmaceuticals by mammalian cell cultures: the metabolomics perspective. Curr Opin Biotechnol 2014; 30:73-9. [DOI: 10.1016/j.copbio.2014.06.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Revised: 05/26/2014] [Accepted: 06/08/2014] [Indexed: 01/01/2023]
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Purwaha P, Lorenzi PL, Silva LP, Hawke DH, Weinstein JN. Targeted metabolomic analysis of amino acid response to L-asparaginase in adherent cells. Metabolomics 2014; 10:909-919. [PMID: 25177232 PMCID: PMC4145215 DOI: 10.1007/s11306-014-0634-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Accepted: 01/28/2014] [Indexed: 11/26/2022]
Abstract
L-asparaginase (L-ASP) is a therapeutic enzyme used clinically for the treatment of childhood acute lymphoblastic leukemia. L-ASP's anticancer activity is believed to be associated primarily with depletion of asparagine, but secondary glutaminase activity has also been implicated in its anticancer mechanism of action. To investigate the effects of L-ASP on amino acid metabolism, we have developed an LC-MS/MS metabolomics platform for high-throughput quantitation of 29 metabolites, including all 20 proteinogenic amino acids, 6 metabolically related amino acid derivatives (ornithine, citrulline, sarcosine, taurine, hypotaurine, and cystine), and 3 polyamines (putrescince, spermidine, and spermine) in adherent cultured cells. When we examined the response of OVCAR-8 ovarian cancer cells in culture to L-ASP, asparagine was depleted from the medium within seconds. Interestingly, intracellular asparagine was also depleted rapidly, and the mechanism was suggested to involve rapid export of intracellular asparagine followed by rapid conversion to aspartic acid by L-ASP. We also found that L-ASP-induced cell death was more closely associated with glutamine concentration than with asparagine concentration. Time-course analysis revealed the dynamics of amino acid metabolism after feeding cells with fresh medium. Overall, this study provides new insight into L-ASP's mechanism of action, and the optimized analytical method can be extended, with only slight modification, to other metabolically active amino acids, related compounds, and a range of cultured cell types.
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Affiliation(s)
- Preeti Purwaha
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
| | - Philip L. Lorenzi
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
| | - Leslie P. Silva
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
| | - David H. Hawke
- Proteomics Facility, Department of Pathology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
| | - John N. Weinstein
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
- Department of Systems Biology, MD Anderson Cancer Center, University of Texas, Houston, TX 77054 USA
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Nguyen Q, Nielsen LK, Reid S. Genome scale transcriptomics of baculovirus-insect interactions. Viruses 2013; 5:2721-47. [PMID: 24226166 PMCID: PMC3856412 DOI: 10.3390/v5112721] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 10/28/2013] [Accepted: 11/04/2013] [Indexed: 01/25/2023] Open
Abstract
Baculovirus-insect cell technologies are applied in the production of complex proteins, veterinary and human vaccines, gene delivery vectors' and biopesticides. Better understanding of how baculoviruses and insect cells interact would facilitate baculovirus-based production. While complete genomic sequences are available for over 58 baculovirus species, little insect genomic information is known. The release of the Bombyx mori and Plutella xylostella genomes, the accumulation of EST sequences for several Lepidopteran species, and especially the availability of two genome-scale analysis tools, namely oligonucleotide microarrays and next generation sequencing (NGS), have facilitated expression studies to generate a rich picture of insect gene responses to baculovirus infections. This review presents current knowledge on the interaction dynamics of the baculovirus-insect system' which is relatively well studied in relation to nucleocapsid transportation, apoptosis, and heat shock responses, but is still poorly understood regarding responses involved in pro-survival pathways, DNA damage pathways, protein degradation, translation, signaling pathways, RNAi pathways, and importantly metabolic pathways for energy, nucleotide and amino acid production. We discuss how the two genome-scale transcriptomic tools can be applied for studying such pathways and suggest that proteomics and metabolomics can produce complementary findings to transcriptomic studies.
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Affiliation(s)
- Quan Nguyen
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, QLD 4072, Australia.
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Decline in baculovirus-expressed recombinant protein production with increasing cell density is strongly correlated to impairment of virus replication and mRNA expression. Appl Microbiol Biotechnol 2013; 97:5245-57. [PMID: 23519736 DOI: 10.1007/s00253-013-4835-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2013] [Revised: 03/03/2013] [Accepted: 03/05/2013] [Indexed: 10/27/2022]
Abstract
The cell density effect is a well-established constraint in the baculovirus-insect cell expression platform, in which cell-specific productivity declines with increasing cell density, hence limiting the maximum achievable volumetric yield of protein product. A deeper elucidation of this phenomenon is sought in this study, by tracking the peak production of viral DNA (vDNA), recombinant LacZ mRNA, and β-galactosidase (β-gal) protein, over a wide range of cell densities. Sf9 suspension cell cultures were propagated in Sf-900 III serum-free medium and synchronously infected with rAcMNPV at multiple infection cell densities (ICDs) of between 0.5 and 8 × 10(6) cells/mL. There was a strong negative linear correlation between the specific β-gal yield and the peak cell density (PCD) post-infection, but contrary to previous reports, the yield decline started at a lower PCD of around 1 × 10(6) cells/mL. Most interestingly, there also was a corresponding strong negative linear correlation between the specific vDNA or LacZ mRNA yield, and the PCD. Comparing the infections at the highest and lowest PCDs tested, the yield decline was most dramatic for β-gal protein (95 %) and LacZ mRNA (90 %), while it was more moderate for vDNA (50 %). These declines were significantly reduced but not completely arrested, when spent medium was replaced with fresh at the ICD. These findings suggest that protein yield deterioration with increasing cell density originated from limitations during upstream events such as virus gene replication or transcription, rather than during the translational phase. Such limitations may be largely nutritional, but a more complex mechanism may be implicated.
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