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Stebliankin V, Sazal M, Valdes C, Mathee K, Narasimhan G. A novel approach for combining the metagenome, metaresistome, metareplicome and causal inference to determine the microbes and their antibiotic resistance gene repertoire that contribute to dysbiosis. Microb Genom 2022; 8:mgen000899. [PMID: 36748547 PMCID: PMC9837561 DOI: 10.1099/mgen.0.000899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 09/11/2022] [Indexed: 12/24/2022] Open
Abstract
The use of whole metagenomic data to infer the relative abundance of all its microbes is well established. The same data can be used to determine the replication rate of all eubacterial taxa with circular chromosomes. Despite their availability, the replication rate profiles (metareplicome) have not been fully exploited in microbiome analyses. Another relatively new approach is the application of causal inferencing to analyse microbiome data that goes beyond correlational studies. A novel scalable pipeline called MeRRCI (Metagenome, metaResistome, and metaReplicome for Causal Inferencing) was developed. MeRRCI combines efficient computation of the metagenome (bacterial relative abundance), metaresistome (antimicrobial gene abundance) and metareplicome (replication rates), and integrates environmental variables (metadata) for causality analysis using Bayesian networks. MeRRCI was applied to an infant gut microbiome data set to investigate the microbial community's response to antibiotics. Our analysis suggests that the current treatment stratagem contributes to preterm infant gut dysbiosis, allowing a proliferation of pathobionts. The study highlights the specific antibacterial resistance genes that may contribute to exponential cell division in the presence of antibiotics for various pathogens, namely Klebsiella pneumoniae, Citrobacter freundii, Staphylococcus epidermidis, Veilonella parvula and Clostridium perfringens. These organisms often contribute to the harmful long-term sequelae seen in these young infants.
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Affiliation(s)
- Vitalii Stebliankin
- Bioinformatics Research Group (BioRG), Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, USA
| | - Musfiqur Sazal
- Bioinformatics Research Group (BioRG), Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, USA
- Present address: Microsoft Corporation, GA, Atlanta, USA
| | - Camilo Valdes
- Bioinformatics Research Group (BioRG), Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, USA
- Present address: Lawrence Livermore National Laboratory, 7000 East Avenue, Livermore, CA 94550, USA
| | - Kalai Mathee
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
- Biomolecular Sciences Institute, Florida International University, Miami, FL, USA
| | - Giri Narasimhan
- Bioinformatics Research Group (BioRG), Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, USA
- Biomolecular Sciences Institute, Florida International University, Miami, FL, USA
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Valdelvira R, Bordanaba-Ruiseco L, Martín-Huestamendía C, Ruiz-Masó JA, Del Solar G. Acidic pH Decreases the Endonuclease Activity of Initiator RepB and Increases the Stability of the Covalent RepB-DNA Intermediate while Has Only a Limited Effect on the Replication of Plasmid pMV158 in Lactococcus lactis. Front Mol Biosci 2021; 8:634461. [PMID: 33889596 PMCID: PMC8056398 DOI: 10.3389/fmolb.2021.634461] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2020] [Accepted: 01/27/2021] [Indexed: 11/28/2022] Open
Abstract
Plasmid vectors constitute a valuable tool for homologous and heterologous gene expression, for characterization of promoter and regulatory regions, and for genetic manipulation and labeling of bacteria. During the last years, a series of vectors based on promiscuous replicons of the pMV158 family have been developed for their employment in a variety of Gram-positive bacteria and proved to be useful for all above applications in lactic acid bacteria. A proper use of the plasmid vectors requires detailed knowledge of their main replicative features under the changing growth conditions of the studied bacteria, such as the acidification of the culture medium by lactic acid production. Initiation of pMV158 rolling-circle replication is catalyzed by the plasmid-encoded RepB protein, which performs a sequence-specific cleavage on one of the parental DNA strands and, as demonstrated in this work, establishes a covalent bond with the 5′-P end generated in the DNA. This covalent adduct must last until the leading-strand termination stage, where a new cleavage on the regenerated nick site and a subsequent strand-transfer reaction result in rejoining of the ends of the cleaved parental strand, whereas hydrolysis of the newly-generated adduct would release the protein from a nicked double-stranded DNA plasmid form. We have analyzed here the effect of pH on the different in vitro reactions catalyzed by RepB and on the in vivo replication ability of plasmid pMV158. We show that acidic pH greatly impairs the catalytic activity of the protein and reduces hydrolysis of the covalent RepB-DNA adduct, as expected for the nucleophilic nature of these reactions. Conversely, the ability of pMV158 to replicate in vivo, as monitored by the copy number and segregational stability of the plasmid in Lactococcus lactis, remains almost intact at extracellular pHs ranging from 7.0 to 5.0, and a significant reduction (by ∼50%) in the plasmid copy number per chromosome equivalent is only observed at pH 4.5. Moreover, the RepB to pMV158 molar ratio is increased at pH 4.5, suggesting the existence of compensatory mechanisms that operate in vivo to allow pMV158 replication at pH values that severely disturb the catalytic activity of the initiator protein.
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Affiliation(s)
- Rafael Valdelvira
- Department of Microbial and Plant Biotechnology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Lorena Bordanaba-Ruiseco
- Department of Microbial and Plant Biotechnology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Cristina Martín-Huestamendía
- Department of Microbial and Plant Biotechnology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - José Angel Ruiz-Masó
- Department of Microbial and Plant Biotechnology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - Gloria Del Solar
- Department of Microbial and Plant Biotechnology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
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Modi RI, Adams J. COEVOLUTION IN BACTERIAL-PLASMID POPULATIONS. Evolution 2017; 45:656-667. [PMID: 28568831 DOI: 10.1111/j.1558-5646.1991.tb04336.x] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/1990] [Accepted: 09/27/1990] [Indexed: 11/30/2022]
Abstract
Evolutionary changes are described in plasmid-containing strains isolated after approximately 800 generations of growth in glucose-limited chemostat culture. The reproductive fitness increased dramatically over this period. Genetic changes associated with the increases in fitness were localized to both the bacterial and the plasmid chromosomes. In addition, some of the genetic changes on the bacterial and the plasmid chromosomes interact to minimize the deleterious effect of the plasmid. Thus, the changes observed may be considered coevolutionary. Reductions in the deleterious effects of the plasmid were shown to be associated with a decrease in plasmid copy number and an increase in the rate of segregational loss of the plasmid.
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Affiliation(s)
- Rajiv I Modi
- Department of Biology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Julian Adams
- Department of Biology, University of Michigan, Ann Arbor, MI, 48109, USA
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4
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Field CM, Summers DK. Indole inhibition of ColE1 replication contributes to stable plasmid maintenance. Plasmid 2012; 67:88-94. [DOI: 10.1016/j.plasmid.2011.11.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2011] [Revised: 11/28/2011] [Accepted: 11/29/2011] [Indexed: 11/16/2022]
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Abstract
Plasmid DNA (pDNA) is the base for promising DNA vaccines and gene therapies against many infectious, acquired, and genetic diseases, including HIV-AIDS, Ebola, Malaria, and different types of cancer, enteric pathogens, and influenza. Compared to conventional vaccines, DNA vaccines have many advantages such as high stability, not being infectious, focusing the immune response to only those antigens desired for immunization and long-term persistence of the vaccine protection. Especially in developing countries, where conventional effective vaccines are often unavailable or too expensive, there is a need for both new and improved vaccines. Therefore the demand of pDNA is expected to rise significantly in the near future. Since the injection of pDNA usually only leads to a weak immune response, several milligrams of DNA vaccine are necessary for immunization protection. Hence, there is a special interest to raise the product yield in order to reduce manufacturing costs. In this chapter, the different stages of plasmid DNA production are reviewed, from the vector design to downstream operation options. In particular, recent advances on cell engineering for improving plasmid DNA production are discussed.
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Affiliation(s)
- Alvaro R Lara
- Departamento de Procesos y Tecnología, Universidad Autónoma Metropolitana-Cuajimalpa, Mexico City, Mexico.
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Bohle K, Ross A. Plasmid DNA production for pharmaceutical use: Role of specific growth rate and impact on process design. Biotechnol Bioeng 2011; 108:2099-106. [DOI: 10.1002/bit.23138] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Revised: 03/10/2011] [Accepted: 03/10/2011] [Indexed: 02/02/2023]
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7
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Ryan W, Parulekar SJ, Stark BC. Expression of beta-lactamase by recombinant Escherichia coli strains containing plasmids of different sizes--effects of pH, phosphate, and dissolved oxygen. Biotechnol Bioeng 2010; 34:309-19. [PMID: 18588109 DOI: 10.1002/bit.260340306] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The characteristics of growth and synthesis of plasmid-encoded protein were studied for strains of recombinant E. coli JM103 which carried the beta-lactamase gene on plasmids of different sizes. The plasmids used included the vector pUC8 and its recombinant derivatives containing varying-sized inserts of Drosophila DNA (not expressed in E. coli). Luria broth (LB) and a minimal medium (M9) supplemented in some cases with additional inorganic phosphate were used as growth media. There was no evidence of segregational instability in these experiments, where no antibiotic selection pressure was employed. Responses of the recombinant strains to variations in environmental parameters including pH, phosphate concentration in the medium, and aeration rate were examined. While the cell growth rate in LB decreased with pH in the range 7.0-8.0, the bulk beta-lactamase activity was maximized at an intermediate pH. The recombinant cell growth rate decreases with increasing plasmid size in the minimal medium, while such decrease is not significant when a rich medium such as LB is used. There is an intermediate plasmid size in the range studied (2.7-8.7 kb), at which beta-lactamase activity is maximum. While reduction in aeration rate (which determines the dissolved oxygen level) is detrimental for cell growth, it is beneficial for beta-lactamase synthesis. The bulk beta-lactamase activity therefore exhibits a maximum with respect to aeration rate. Cell growth and beta-lactamase production are affected in a similar manner by phosphate concentration in the minimal medium and therefore both are maximized at the same phosphate concentration. This investigation demonstrates clearly how the production of a recombinant plasmid-encoded protein can be maximized by proper manipulation of culture conditions and how it is affected by plasmid size.
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Affiliation(s)
- W Ryan
- Department of Chemical Engineering, Illinois Institute of Technology, Chicago, Illinois 60616, USA
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Ryan W, Parulekar SJ. Recombinant protein excretion in Escherichia coli JM103[pUC8]: Effects of plasmid content, ethylenediaminetetraacetate, and phenethyl alcohol on cell membrane permeability. Biotechnol Bioeng 2010; 37:430-44. [PMID: 18597389 DOI: 10.1002/bit.260370505] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The presence of a high copy number plasmid (pUC8) was found to affect integrity of the cell envelope of Escherichia coli JM103, causing in turn significant release of the plasmid-encoded protein (beta-lactamase). The alterations in cell membrane permeability were evident from the increased susceptibility of recombinant cells to deoxycholic acid and methylene blue, which did not have appreciable effect on plasmid-free cells. The deteriorated cell membrane structure also resulted in a substantial reduction in specific growth rate and mass yield of plasmid-bearing cells. Further enhancement in beta-lactamase excretion was achieved by permeabilizing cell membrane with ethylenediaminetetra-acetate (EDTA) and phenethyl alcohol (PEA). Unlike other commonly used physical and chemical methods for releasing the enzymes accumulated in the cells, application of EDTA and PEA at appropriate concentrations neither led to cell death nor interrupted synthesis of the plasmid-encoded protein. While in situ application of PEA was complicated due to interference with beta-lactamase activity, in situ application of EDTA was found to be an efficient way of releasing the recombinant protein without sacrificing its productivity. The experimental results demonstrate that the presence of EDTA and PEA can substantially reduce the growth rate differential between plasmid-free and plasmid-bearing cells, suggesting possible improvement of plasmid stability by application of these cell membrane-permeabilizing on a periodic basis.
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Affiliation(s)
- W Ryan
- Department of Chemical Engineering, Illinois Institute of Technology, Chicago, Illinois 60616, USA
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Klumpp S, Zhang Z, Hwa T. Growth rate-dependent global effects on gene expression in bacteria. Cell 2010; 139:1366-75. [PMID: 20064380 DOI: 10.1016/j.cell.2009.12.001] [Citation(s) in RCA: 452] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2009] [Revised: 09/01/2009] [Accepted: 12/01/2009] [Indexed: 11/16/2022]
Abstract
Bacterial gene expression depends not only on specific regulatory mechanisms, but also on bacterial growth, because important global parameters such as the abundance of RNA polymerases and ribosomes are all growth-rate dependent. Understanding of these global effects is necessary for a quantitative understanding of gene regulation and for the design of synthetic genetic circuits. We find that the observed growth-rate dependence of constitutive gene expression can be explained by a simple model using the measured growth-rate dependence of the relevant cellular parameters. More complex growth dependencies for genetic circuits involving activators, repressors, and feedback control were analyzed and verified experimentally with synthetic circuits. Additional results suggest a feedback mechanism mediated by general growth-dependent effects that does not require explicit gene regulation if the expressed protein affects cell growth. This mechanism can lead to growth bistability and promote the acquisition of important physiological functions such as antibiotic resistance and tolerance (persistence).
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Affiliation(s)
- Stefan Klumpp
- Center for Theoretical Biological Physics, University of California, San Diego, La Jolla, CA 92093-0374, USA.
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DNA plasmid production in different host strains of Escherichia coli. J Ind Microbiol Biotechnol 2009; 36:521-30. [DOI: 10.1007/s10295-008-0522-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2008] [Accepted: 12/19/2008] [Indexed: 11/26/2022]
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11
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Cell-cell signaling and the Agrobacterium tumefaciens Ti plasmid copy number fluctuations. Plasmid 2008; 60:89-107. [PMID: 18664372 DOI: 10.1016/j.plasmid.2008.05.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2008] [Accepted: 05/15/2008] [Indexed: 11/20/2022]
Abstract
The Agrobacterium tumefaciens oncogenic Ti plasmids replicate and segregate to daughter cells via repABC cassettes, in which repA and repB are plasmid partitioning genes and repC encodes the replication initiator protein. repABC cassettes are encountered in a growing number of plasmids and chromosomes of the alpha-proteobacteria, and findings from particular representatives of agrobacteria, rhizobia and Paracoccus have began to shed light on their structure and functions. Amongst repABC replicons, Ti plasmids and particularly the octopine-type Ti have recently stood as model in regulation of repABC basal expression, which acts in plasmid copy number control, but also appear to undergo pronounced up-regulation of repABC, upon interbacterial and host-bacterial signaling. The last results in considerable Ti copy number increase and collective elevation of Ti gene expression. Inhibition of the Ti repABC is in turn conferred by a plant defense compound, which primarily affects Agrobacterium virulence and interferes with cell-density perception. Altogether, the above suggest that the entire Ti gene pool is subjected to the bacterium-eukaryote signaling network, a phenomenon quite unprecedented for replicons thought of as stringently controlled. It remains to be seen whether similar copy number variations characterize related replicons or if they are of even broader significance in plasmid biology.
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Abstract
Most bacteria have one chromosome but some have more than one, as is common in eukaryotes. How multiple chromosomes are maintained in bacteria remains largely obscure. Here we have examined the behaviour of the two Vibrio cholerae chromosomes as a function of growth rate. At slow growth rates, both chromosomes were maintained at copy numbers of one to two per cell. Increasing the growth rate by nutritional shift-up amplified the origin-proximal DNA of the larger chromosome (chrI) to four copies per cell, but not that of the smaller chrII. The latter was amplified when its specific initiator was supplied in excess or a specific negative regulator was deleted. The growth rate-insensitive behaviour of chrII, whose origin is similar to origins of members of a major class of plasmids, was shared by some but not all of several representative plasmids tested in V. cholerae. Also, unlike plasmid replication, chrII replication is known to be initiated at a specific stage of the cell cycle. Raising chrII copy number decreased growth rate, suggesting that this chromosome might serve as a repository for necessary but potentially deleterious genes.
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Affiliation(s)
- Preeti Srivastava
- Laboratory of Biochemistry and Molecular Biology, Center for Cancer Research, NCI, NIH, Bethesda, MD 20892-4260, USA
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14
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Pritchard JJ, Lemoine VR, Rowbury RJ. Factors influencing the copy number of F-like plasmids in Escherichia coli and Salmonella typhimurium. J Basic Microbiol 2007. [DOI: 10.1002/jobm.19790190807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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15
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Nordström K. Plasmid R1--replication and its control. Plasmid 2005; 55:1-26. [PMID: 16199086 DOI: 10.1016/j.plasmid.2005.07.002] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2005] [Revised: 07/04/2005] [Accepted: 07/12/2005] [Indexed: 11/25/2022]
Abstract
Plasmid R1 is a low-copy-number plasmid belonging to the IncFII group. The genetics, biochemistry, molecular biology, and physiology of R1 replication and its control are summarised and discussed in the present communication. Replication of R1 starts at a unique origin, oriR1, and proceeds unidirectionally according to the Theta mode. Plasmid R1 replicates during the entire cell cycle and the R1 copies in the cell are members of a pool from which a plasmid copy at random is selected for replication. However, there is an eclipse period during which a newly replicated copy does not belong to this pool. Replication of R1 is controlled by an antisense RNA, CopA, that is unstable and formed constitutively; hence, its concentration is a measure of the concentration of the plasmid. CopA-RNA interacts with its complementary target, CopT-RNA, that is located upstream of the RepA message on the repA-mRNA. CopA-RNA post-transcriptionally inhibits translation of the repA-mRNA. CopA- and CopT-RNA interact in a bimolecular reaction which results in an inverse proportionality between the relative rate of replication (replications per plasmid copy and cell cycle) and the copy number; the number of replications per cell and cell cycle, n, is independent of the actual copy number in the individual cells, the so-called +n mode of control. Single base-pair substitutions in the copA/copT region of the plasmid genome may result in mutants that are compatible with the wild type. Loss of CopA activity results in (uncontrolled) so-called runaway replication, which is lethal to the host but useful for the production of proteins from cloned genes. Plasmid R1 also has an ancillary control system, CopB, that derepresses the synthesis of repA-mRNA in cells that happen to contain lower than normal number of copies. Plasmid R1, as other plasmids, form clusters in the cell and plasmid replication is assumed to take place in the centre of the cells; this requires traffic from the cluster to the replication factories and back to the clusters. The clusters are plasmid-specific and presumably based on sequence homology.
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Affiliation(s)
- Kurt Nordström
- Department of Cell and Molecular Biology, Biomedical Center, Uppsala University, P.O. Box 596, S-751 24 Uppsala, Sweden.
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16
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Lee SB, Bailey JE. Analysis of growth rate effects on productivity of recombinant Escherichia coli populations using molecular mechanism models. Biotechnol Bioeng 2002; 79:550-7. [PMID: 12209826 DOI: 10.1002/bit.10439] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The influence of growth rate on Escherichia coli plasmid content and expression of a cloned-gene product has been described by a mathematical model based upon the molecular mechanism of lambdadv plasmid replication and known relationships between growth rate and transcription and translation activities of the host cell. The model simulates correctly decreases in plasmid content with increasing growth rate as observed experimentally for pBR322, NR1, R1, and Col E1 plasmids. A maximum with respect to growth rate in intracellular product accumulation is indicated by the model, as is a transient overshoot in product concentration following a shift from smaller to larger growth rate. Available data, although very limited, show the same trends. These results, obtained without parameter or kinetic form adjustments or manipulation, clearly illustrate the advantages of kinetic descriptions of recombinant systems based upon the pertinent molecular mechanisms.
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Affiliation(s)
- Sun Bok Lee
- Department of Chemical Engineering, California Institute of Technology, Pasadena 91125, USA
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17
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van Wegen RJ, Lee SY, Middelberg AP. Metabolic and kinetic analysis of poly(3-hydroxybutyrate) production by recombinant Escherichia coli. Biotechnol Bioeng 2001; 74:70-80. [PMID: 11353412 DOI: 10.1002/bit.1096] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A quantitatively repeatable protocol was developed for poly(3-hydroxybutyrate) (PHB) production by Escherichia coli XL1-Blue (pSYL107). Two constant-glucose fed-batch fermentations of duration 25 h were carried out in a 5-L bioreactor, with the measured oxygen volumetric mass-transfer coefficient (k(L)a) held constant at 1.1 min(-1). All major consumption and production rates were quantified. The intracellular concentration profiles of acetyl-CoA (300 to 600 microg x g RCM(-1)) and 3-hydroxybutyryl-CoA (20 to 40 microg x g RCM(-1)) were measured, which is the first time this has been performed for E. coli during PHB production. The kinetics of PHB production were examined and likely ranges were established for polyhydroxyalkanoate (PHA) enzyme activity and the concentration of pathway metabolites. These measured and estimated values are quite similar to the available literature estimates for the native PHB producer Ralstonia eutropha. Metabolic control analysis performed on the PHB metabolic pathway showed that the PHB flux was highly sensitive to acetyl-CoA/CoA ratio (response coefficient 0.8), total acetyl-CoA + CoA concentration (response coefficient 0.7), and pH (response coefficient -1.25). It was less sensitive (response coefficient 0.25) to NADPH/NADP ratio. NADP(H) concentration (NADPH + NADP) had a negligible effect. No single enzyme had a dominant flux control coefficient under the experimental conditions examined (0.6, 0.25, and 0.15 for 3-ketoacyl-CoA reductase, PHA synthase, and 3-ketothiolase, respectively). In conjunction with metabolic flux analysis, kinetic analysis was used to provide a metabolic explanation for the observed fermentation profile. In particular, the rapid onset of PHB production was shown to be caused by oxygen limitation, which initiated a cascade of secondary metabolic events, including cessation of TCA cycle flux and an increase in acetyl-CoA/CoA ratio.
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Affiliation(s)
- R J van Wegen
- Department of Chemical Engineering, University of Adelaide, Adelaide, Australia
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18
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Lee SB, Bailey JE. Analysis of growth rate effects on productivity of recombinant Escherichia coli populations using molecular mechanism models. Reprinted from Biotechnology and Bioengineering, Vol. 26, Issue 1, Pages 66-73 (1984). Biotechnol Bioeng 2000; 67:805-12. [PMID: 10699859 DOI: 10.1002/(sici)1097-0290(20000320)67:6<805::aid-bit16>3.0.co;2-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The influence of growth rate on Escherichia coli plasmid content and expression of a cloned-gene product has been described by a mathematical model based upon the molecular mechanism of lambdadv plasmid replication and known relationships between growth rate and transcription and translation activities of the host cell. The model simulates correctly decreases in plasmid content with increasing growth rate as observed experimentally for pBR322, NR1, R1, and Col E1 plasmids. A maximum with respect to growth rate in intracellular product accumulation is indicated by the model, as is a transient overshoot in product concentration following a shift from smaller to larger growth rate. Available data, although very limited, show the same trends. These results, obtained without parameter or kinetic form adjustments or manipulation, clearly illustrate the advantages of kinetic descriptions of recombinant systems based upon the pertinent molecular mechanisms.
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Abstract
Plasmids control their replication so that the replication frequency per plasmid copy responds to the number of plasmid copies per cell. High sensitivity amplification in replication response to copy number deviations generally reduces variation in copy numbers between different single cells, thereby reducing the plasmid loss rate in a cell population. However, experiments show that plasmid R1 has a gradual, insensitive replication control predicting considerable copy number variation between single cells. The critical step in R1 copy number control is regulation of synthesis of a rate-limiting cis-acting replication protein, RepA. De novo synthesis of a large number of RepA molecules is required for replication, suggesting that copy number control is exercised at multiple steps. In this theoretical kinetic study we analyse R1 multistep copy number control and show that it results in the insensitive replication response found experimentally but that it at the same time effectively prohibits the existence of only one plasmid copy in a dividing cell. In combination with the partition system of R1, this can lead to very high segregational stability. The R1 control mechanism is compared to the different multistep copy number control of plasmid ColE1 that is based on conventional sensitivity amplification. This implies that while copy number control for ColE1 efficiently corrects for fluctuations that have already occurred, R1 copy number control prevents their emergence in cells that by chance start their cycle with only one plasmid copy. We also discuss how regular, clock-like, behaviour of single plasmid copies becomes hidden in experiments probing collective properties of a population of plasmid copies because the individual copies are out of phase. The model is formulated using master equations, taking a stochastic approach to regulation, but the mathematical formalism is kept to a minimum and the model is simplified to its bare essence. This simplicity makes it possible to extend the analysis to other replicons with similar design principles.
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Affiliation(s)
- J Paulsson
- Department of Cell and Molecular Biology, Biomedical center Box 596, Uppsala, SE-75124, Sweden
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Atlung T, Christensen BB, Hansen FG. Role of the rom protein in copy number control of plasmid pBR322 at different growth rates in Escherichia coli K-12. Plasmid 1999; 41:110-9. [PMID: 10087214 DOI: 10.1006/plas.1998.1386] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The copy number per cell mass of plasmid pBR322 and a rom- derivative was measured as a function of generation time. In fast growing cells the copy number per cell mass was virtually identical for rom+ and rom- derivatives. However, the copy number of pBR322 only increased 3- to 4-fold from a 20- to 80-min generation time, whereas the copy number of the rom- derivative increased 7- to 10-fold. The copy number stayed constant for the rom+ and rom- plasmids at generation times longer than 80-100 min. Thus, the presence of the rom gene decreased the copy number of plasmid pBR322 in slowly growing cells at least 2-fold when compared with the rom- plasmid. To study the effect of the rom gene in trans we cloned the gene into the compatible P15A-derived rom- plasmid pACYC184. In cells carrying both pACYC184 rom+ and pBR322 rom- the presence of the rom gene in trans had little effect on the copy number of pBR322 rom- at fast growth, but it decreased its copy number at slow growth to the same level as found for pBR322, i.e., complemented the pBR322 rom- plasmid. The pACYC184 plasmid and its rom+ derivatives showed copy numbers similar to those of pBR322 rom- and pBR322 itself, respectively, at fast and slow growth. We conclude that the rom gene product-the Rom protein-is an important element in copy number control of ColE1-type plasmids especially in slowly growing cells.
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Affiliation(s)
- T Atlung
- Department of Microbiology, Technical University of Denmark, Building 301, Lyngby, DK-2800, Denmark
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Botello E, Nordström K. Effects of chromosome underreplication on cell division in Escherichia coli. J Bacteriol 1998; 180:6364-74. [PMID: 9829948 PMCID: PMC107724 DOI: 10.1128/jb.180.23.6364-6374.1998] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The key processes of the bacterial cell cycle are controlled and coordinated to match cellular mass growth. We have studied the coordination between replication and cell division by using a temperature-controlled Escherichia coli intR1 strain. In this strain, the initiation time for chromosome replication can be displaced to later (underreplication) or earlier (overreplication) times in the cell cycle. We used underreplication conditions to study the response of cell division to a delayed initiation of replication. The bacteria were grown exponentially at 39 degreesC (normal DNA/mass ratio) and shifted to 38 and 37 degreesC. In the last two cases, new, stable, lower DNA/mass ratios were obtained. The rate of replication elongation was not affected under these conditions. At increasing degrees of underreplication, increasing proportions of the cells became elongated. Cell division took place in the middle in cells of normal size, whereas the longer cells divided at twice that size to produce one daughter cell of normal size and one three times as big. The elongated cells often produced one daughter cell lacking a chromosome; this was always the smallest daughter cells, and it was the size of a normal newborn cell. These results favor a model in which cell division takes place at only distinct cell sizes. Furthermore, the elongated cells had a lower probability of dividing than the cells of normal size, and they often contained more than two nucleoids. This suggests that for cell division to occur, not only must replication and nucleoid partitioning be completed, but also the DNA/mass ratio must be above a certain threshold value. Our data support the ideas that cell division has its own control system and that there is a checkpoint at which cell division may be abolished if previous key cell cycle processes have not run to completion.
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Affiliation(s)
- E Botello
- Department of Microbiology, Biomedical Center, Uppsala University, S-751 23 Uppsala, Sweden
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22
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Kaprálek F, Tichý PJ, Fábry M, Sedlácek J. Effects of temperature and novobiocin on the expression of calf prochymosin gene and on plasmid copy number in recombinant Escherichia coli. Folia Microbiol (Praha) 1998; 43:63-7. [PMID: 9569630 DOI: 10.1007/bf02815545] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Escherichia coli strain HB101 harboring an expression plasmid bearing calf prochymosin gene under the control of the tac promoter was grown in the presence of IPTG with or without novobiocin at 28 and 40 degrees C, respectively. The differential rates of synthesis of prochymosin inclusions, and, for comparison, of beta-lactamase and beta-galactosidase, as well as plasmid copy number, were determined during the first hours of steady state growth. At 28 degrees C the induced expression of prochymosin gene was almost blocked. Addition of novobiocin did not alleviate this effect. In fact, it strengthened it, and we conclude that both these additive inhibitory effects are a consequence of the decrease in negative superhelical tension of plasmid DNA to an insufficient level. At 40 degrees C the differential rate of prochymosin synthesis was markedly enhanced. Since the copy number of the expression plasmid increased approximately to the same extent, we conclude that an increase in gene dose is the cause. The stimulation of cloned heterologous gene expression at 40 degrees C and inhibition at 28 degrees C may be conveniently used in biotechnological-scale cultivations of some recombinant bacteria.
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Affiliation(s)
- F Kaprálek
- Institute of Molecular Genetics, Academy of Sciences of the Czech Republic, Prague, Czech Republic
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23
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Lee JH, Lee KJ. Effect of growth rate and cultivation environments on cloned gene stability and the cloned gene product formation in Streptomyces lividans. J Biotechnol 1994; 33:195-204. [PMID: 7764732 DOI: 10.1016/0168-1656(94)90111-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The growth rate and environmental effects on the stability of recombinant plasmid, pDML6 containing beta-lactamase gene, and the cloned gene product formation in Streptomyces lividans were studied. A maximum production rate of the cloned gene product was obtained at a specific growth rate 0.106 h-1 in glucose-limited chemostat cultivations without genetic selection pressure. Optimum environmental conditions for the recombinant plasmid stability and maximum formation rates of the cloned gene product were determined using continuous cultivations at the optimum specific growth rate. The fractions of plasmid harboring mycelium in prolonged cultivation up to 50 generations were varied from 77 to 95%. The recombinant plasmid was stably maintained in the host cells grown in different temperatures (24 to 36 degrees C) and pH (6.0 to 8.5). The formation of the cloned gene product was optimum at pH 7.0 and 27 degrees C, at which the maximum enzyme production rate was 0.82 kU g-1 h-1. Continuous cultivations varying the dissolved oxygen tension (10 to 80% air saturation) showed that the plasmids were maintained stably and the specific enzyme production rates were increased with increasing dissolved oxygen levels.
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Affiliation(s)
- J H Lee
- Department of Microbiology, Seoul National University, South Korea
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24
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Mosrati R, Nancib N, Boudrant J. Variation and modeling of the probability of plasmid loss as a function of growth rate of plasmid-bearing cells ofEscherichia coli during continuous cultures. Biotechnol Bioeng 1993; 41:395-404. [DOI: 10.1002/bit.260410402] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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25
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Kitten T, Barbour AG. The relapsing fever agent Borrelia hermsii has multiple copies of its chromosome and linear plasmids. Genetics 1992; 132:311-24. [PMID: 1427031 PMCID: PMC1205138 DOI: 10.1093/genetics/132.2.311] [Citation(s) in RCA: 79] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Borrelia hermsii, a spirochete which causes relapsing fever in humans and other mammals, eludes the immune response by antigenic variation of the "Vmp" proteins. This occurs by replacement of an expressed vmp gene with a copy of a silent vmp gene. Silent and expressed vmp genes are located on separate linear plasmids. To further characterize vmp recombination, copy numbers were determined for two linear plasmids and for the 1-megabase chromosome by comparing hybridization of probes to native DNA with hybridization to recombinant plasmids containing borrelial DNA. Plasmid copy numbers were also estimated by ethidium bromide fluorescence. Total cellular DNA content was determined by spectrophotometry. For borrelias grown in mice, copy numbers and 95% confidence intervals were 14 (12-17) for an expression plasmid, 8 (7-9) for a silent plasmid, and 16 (13-18) for the chromosome. Borrelias grown in broth medium had one-fourth to one-half this number of plasmids and chromosomes. Staining of cells with 4',6-diamidino-2-phenylindole revealed DNA to be distributed throughout most of the spirochete's length. These findings indicate that borrelias organize their total cellular DNA into several complete genomes and that cells undergoing serotype switches do one or more of the following: (1) coexpress Vmps from switched and unswitched expression plasmids for at least three to five generations, (2) suppress transcription from some expression plasmid copies, or (3) partition expression plasmids nonrandomly. The lower copy number of the silent plasmid indicates that nonreciprocal Vmp gene recombination may result from loss of recombinant silent plasmids by segregation.
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Affiliation(s)
- T Kitten
- Department of Microbiology, University of Texas Health Science Center, San Antonio 78284
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26
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Ryan W, Parulekar SJ. Recombinant protein synthesis and plasmid instability in continuous cultures ofEscherichia coli JM103 harboring a high copy number plasmid. Biotechnol Bioeng 1991; 37:415-29. [DOI: 10.1002/bit.260370504] [Citation(s) in RCA: 54] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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27
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Modi RI, Wilke CM, Rosenzweig RF, Adams J. Plasmid macro-evolution: selection of deletions during adaptation in a nutrient-limited environment. Genetica 1991; 84:195-202. [PMID: 1769564 DOI: 10.1007/bf00127247] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Under conditions where plasmid-carriage is deleterious to the cell, evolutionary changes may be expected which result in an attenuation of the deleterious effect of the plasmid. During long-term growth in glucose-limited continuous culture, initiated with a single clone of Escherichia coli containing a derivative of the plasmid pBR322, a structural change arose in the plasmid and predominated in the plasmid-containing sector of the population. This variant possessed a 2.25 kb deletion encompassing the tetracycline resistance operon as well as a region of about 1.5 kb upstream from this operon. Competition experiments involving strains carrying the plasmid with the spontaneous deletion, and strains carrying plasmids with artificially constructed deletions, revealed that deletion of this region of the plasmid, involving loss of tetracycline resistance, resulted in an increment in fitness of between 10 and 20%. From the magnitude of the growth advantage, we conclude that the attenuation of the deleterious effect of the plasmid was mainly due to a reduction in the plasmid mediated interference in the metabolism of the cell caused by a deletion of the tetracycline resistance gene.
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Affiliation(s)
- R I Modi
- Department of Biology, University of Michigan, Ann Arbor 48109
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28
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Kumar PK, Schügerl K. Immobilization of genetically engineered cells: a new strategy for higher stability. J Biotechnol 1990; 14:255-72. [PMID: 1366906 DOI: 10.1016/0168-1656(90)90111-n] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The r-DNA clones improve the bioprocess and provide better economics, if and when properly developed. In recent times, many approaches were made to improve the stability of recombinants in a reactor which includes both genetic and environmental methods, but many of them were proved to be unsuccessful in the scale-up process. The immobilization technique, exploited recently for the cultivation of recombinants, in many cases gave high cell concentrations, better expression of cloned gene products and also maintained plasmid stability for longer periods in a host under continuous operation in comparison to a free cell system. Many plasmids and hosts were tested for improved stabilities. So far, no explanation was provided for higher stability in the immobilized system. However, it was observed to reduce the competition between the plasmid harboring and plasmid free cells in a matrix. The stability of recombinant strains under immobilization technique is affected by various factors, and these are important parameters for the commercial process. Thus, the immobilization system is promising for the successful cultivation and scale-up of genetically engineered cells.
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Affiliation(s)
- P K Kumar
- Institut für Technische Chemie, University of Hannover, F.R.G
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29
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Distefano MD, Moore MJ, Walsh CT. Active site of mercuric reductase resides at the subunit interface and requires Cys135 and Cys140 from one subunit and Cys558 and Cys559 from the adjacent subunit: evidence from in vivo and in vitro heterodimer formation. Biochemistry 1990; 29:2703-13. [PMID: 2189495 DOI: 10.1021/bi00463a013] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Mercuric reductase catalyzes the two-electron reduction of Hg(II) to Hg(0) using NADPH as the reductant; this reaction constitutes the molecular basis for detoxification of Hg(II) by bacteria. The enzyme is an alpha 2 homodimer and possesses two pairs of cysteine residues, Cys135 and Cys140 (redox-active pair) and Cys558 and Cys559 (C-terminal pair), which are known to be essential for catalysis. In the present study, we have obtained evidence for an intersubunit active site, consisting of a redox-active cysteine pair from one subunit and a C-terminal pair from the adjacent subunit, by reconstituting catalytic activity both in vivo and in vitro starting with two inactive, mutant enzymes, Ala135Ala140Cys558Cys559 (AACC) and Cys135Cys140Ala558Ala559 (CCAA). Genetic complementation studies were used to show that coexpression of AACC and CCAA in the same cell yielded an HgR phenotype, some 10(4)-fold more resistant than cells expressing only one mutant. Purification and catalytic characterization of a similarly coexpressed protein mixture showed the mixture to have activity levels ca. 25% those of wild type; this is the same as that statistically anticipated for a CCAA-AACC heterodimeric/homodimeric mixture with only one functional active site per heterodimer. Actual physical evidence for the formation of active mutant heterodimers was obtained by chaotrope-induced subunit interchange of inactive pure CCAA and AACC homodimers in vitro followed by electrophoretic separation of heterodimers from homodimers. Taken together, these data provide compelling evidence that the active site in mercuric reductase resides at the subunit interface and contains cysteine residues originating from separate polypeptide chains.
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Affiliation(s)
- M D Distefano
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115
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30
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Abstract
An essential part of the chromosome replication origin of E. coli K-12 and B/r was replaced by the plasmid pOU71. The average initiation mass of replication for pOU71 decreases with increasing temperature. The constructed strains were grown exponentially at different temperatures, and cell sizes and DNA content were measured by flow cytometry. The average DNA content increased with increasing temperature, but the cell size distribution was largely unaffected. Furthermore, cells in which DNA replication had not yet initiated (cells in the B period) became less abundant with increasing temperature. The increased DNA content could not be explained by an increase in the length of the C period. It is concluded that chromosome replication does not trigger cell division in E. coli, but that the chromosome replication and cell division cycles of E. coli run in parallel independently of each other.
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Affiliation(s)
- R Bernander
- Department of Microbiology, University of Uppsala, Sweden
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31
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Satyagal VN, Agrawal P. Cellular plasmid content and cloned-gene expression: Some useful equations. Biotechnol Bioeng 1990; 35:23-30. [DOI: 10.1002/bit.260350105] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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32
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Galindo E, Bolivar F, Quintero R. Maximizing the expression of recombinant proteins in Escheria coli by manipulation of culture conditions. ACTA ACUST UNITED AC 1990. [DOI: 10.1016/0922-338x(90)90039-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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33
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Curless CE, Forrer PD, Mann MB, Fenton DM, Tsai LB. Chemostat study of kinetics of human lymphokine synthesis in recombinantEscherichia coli. Biotechnol Bioeng 1989; 34:415-21. [DOI: 10.1002/bit.260340318] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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34
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35
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Affiliation(s)
- J D Keasling
- Department of Chemical Engineering, University of Michigan, Ann Arbor 48109
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36
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Sayadi S, Nasri M, Barbotin JN, Thomas D. Effect of environmental growth conditions on plasmid stability, plasmid copy number, and catechol 2,3-dioxygenase activity in free and immobilizedEscherichia coli cells. Biotechnol Bioeng 1989; 33:801-8. [DOI: 10.1002/bit.260330702] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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37
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Bentley WE, Kompala DS. A novel structured kinetic modeling approach for the analysis of plasmid instability in recombinant bacterial cultures. Biotechnol Bioeng 1989; 33:49-61. [DOI: 10.1002/bit.260330108] [Citation(s) in RCA: 63] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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38
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39
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Cheah UE, Weigand WA, Stark BC. Effects of recombinant plasmid size on cellular processes in Escherichia coli. Plasmid 1987; 18:127-34. [PMID: 3324124 DOI: 10.1016/0147-619x(87)90040-0] [Citation(s) in RCA: 57] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The effects of recombinant plasmid size on cell growth and viability, plasmid copy number, and synthesis of plasmid-encoded protein were investigated in Escherichia coli using plasmid pUC8 and four recombinant derivatives containing inserts of Drosophila melanogaster DNA of 1.7-6.0 kb. Growth in log phase was unaffected by plasmid size, but as plasmid size increased, maximum cell density decreased and, with the largest plasmid, cell death was accelerated after the stationary phase was reached. There was also a correlation between increasing plasmid size and decreased viability at high ampicillin concentrations, resistance to which is conferred by the plasmids. These effects were shown not to be due to transcription or translation of Drosophila sequences carried on the recombinant plasmids. Cells harboring the largest plasmid, pBS5 (8.7 kb), fared poorly in competition with plasmid-free cells in mixed cultures, compared with cells harboring pUC8 (2.7 kb). In addition, pBS5 was harbored at significantly fewer copies per cell than pUC8 at all phases of growth and supported much less production of the plasmid-encoded protein, beta-lactamase, than did pUC8. The results suggest that recombinant plasmid size may be an important parameter in the optimization of large-scale production of plasmid-encoded proteins.
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Affiliation(s)
- U E Cheah
- Department of Biology, Illinois Institute of Technology, Chicago 60616
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40
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Løbner-Olesen A, Atlung T, Rasmussen KV. Stability and replication control of Escherichia coli minichromosomes. J Bacteriol 1987; 169:2835-42. [PMID: 3294807 PMCID: PMC212196 DOI: 10.1128/jb.169.6.2835-2842.1987] [Citation(s) in RCA: 80] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
A stabilized minichromosome--a plasmid replicating from the chromosomal origin oriC--was constructed by cloning the sopA,B,C, genes from plasmid F. This minichromosome had a loss frequency of less than 10(-3), while that of the nonstabilized parental plasmid was 2 X 10(-2) to 4 X 10(-2). Both minichromosomes had the same average copy number per chromosomal origin, and the copy numbers were constant over an eightfold range of growth rates. Different mutations in the mioC gene and promoter, from which transcription enters oriC, were constructed, and their effects on minichromosome copy number and stability were tested. The results indicated that normal replication control at oriC was independent of the MioC protein and most of the sequences between the promoter and oriC, but required both transcription from the mioC promoter and probably also the presence of the DnaA box (DnaA protein-binding site) just upstream of the mioC promoter. Transcription from the mioC promoter was shown to be efficiently repressed in vivo after overproduction of DnaA protein and to be derepressed at the nonpermissive temperature in six different dnaA(Ts) mutants.
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41
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Klotsky RA, Schwartz I. Measurement of cat expression from growth-rate-regulated promoters employing beta-lactamase activity as an indicator of plasmid copy number. Gene 1987; 55:141-6. [PMID: 3305171 DOI: 10.1016/0378-1119(87)90257-5] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Many promoter-fusion vectors contain an intact beta-lactamase (BLA) gene (bla) to allow measurement of BLA activity as an internal control for plasmid copy number. This approach rests on the assumption that bla is constitutively expressed. To use such vectors for comparison of promoter activity at different growth rates it was necessary to confirm that this is the case under all physiological conditions. The relationship between plasmid copy number and BLA activity at different steady-state growth rates in Escherichia coli HB101 transformed with a ColE1-type plasmid (pBR325) was examined. Both BLA activity and plasmid copy number decreased in a parallel fashion as growth rate increased. This finding was tested further by measuring the growth-rate-regulated expression of the chloramphenicol acetyltransferase (CAT) gene under the control of the rrnB P1 promoter in a plasmid pKK231-1 fusion. The results indicate that BLA activity is a reliable indicator of copy number at a wide range of growth rates and that CAT/BLA ratios can be employed as a valid measure of promoter-specific activity in such plasmid fusions under these different physiological conditions.
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42
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Abstract
The physiology of ColE1-type plasmid replication in a growing host has been examined both theoretically, using computer simulation, and experimentally, by observing replication of the plasmid pBR322 after a nutritional shift-up from glycerol minimal medium (doubling time 71 min) to LB medium (doubling time 24 min). The theory was based on a negative control model and uses three rate equations: for the accumulation of cell mass, for the accumulation of the replication inhibitor, and for the rate of plasmid synthesis. The implications of the theory were explored by simulating the effects of changes in the expression of replication control genes. The nutritional shift-up experiment showed that plasmid replication was blocked immediately after the shift for about half a mass doubling time; after that time, replication rapidly increased until plasmid numbers per unit volume of culture parallelled the increase in culture mass. After the establishment of steady-state growth in the post-shift medium, the plasmid concentration (plasmids per cell mass) was reduced in comparison to pre-shift growth in the same proportion as the culture doubling time. The results showed that plasmid replication factors are under metabolic control and that the changes in the control of these factors compensate one another during steady-state growth, but not immediately after the medium shift.
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Affiliation(s)
- H Bremer
- Biology Programs, University of Texas at Dallas, Richardson 75080
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43
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Factors influencing productivity of fermentations employing recombinant microorganisms. Enzyme Microb Technol 1986. [DOI: 10.1016/0141-0229(86)90157-2] [Citation(s) in RCA: 130] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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44
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Seo JH, Bailey JE. Continuous cultivation of recombinantEscherichia coli: Existence of an optimum dilution rate for maximum plasmid and gene product concentration. Biotechnol Bioeng 1986; 28:1590-4. [DOI: 10.1002/bit.260281018] [Citation(s) in RCA: 73] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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45
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Serwold-Davis TM, Groman NB. Mapping and cloning of Corynebacterium diphtheriae plasmid pNG2 and characterization of its relatedness to plasmids from skin coryneforms. Antimicrob Agents Chemother 1986; 30:69-72. [PMID: 3092733 PMCID: PMC176437 DOI: 10.1128/aac.30.1.69] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
The relationship of plasmid pNG2, isolated from an erythromycin-resistant strain of Corynebacterium diphtheriae, to plasmids isolated from skin coryneforms was examined. The extent of homology between plasmids from erythromycin-resistant and -susceptible skin coryneforms and pNG2 varied, but in aggregate homology was observed with all six BstEII fragments of pNG2. The data support the hypothesis that pNG2 originated in skin coryneforms. Intact plasmid pNG2 and some of its restriction fragments were cloned into Escherichia coli JM109. The erythromycin resistance phenotype was expressed in clones carrying intact pNG2 as well as in some of its fragments and appeared to depend on a C. diphtheriae promoter for expression. A 2.5-megadalton EcoRI fragment, the smallest expressing resistance, contained the 1.2-megadalton region of pNG2 which is deleted when the erythromycin-resistant strain of C. diphtheriae reverts spontaneously to the susceptible state.
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46
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Okabe A, Matsushita O, Katayama S, Hayashi H. Lincomycin stimulates synthesis of TEM-2 beta-lactamase by Escherichia coli. Antimicrob Agents Chemother 1986; 30:82-7. [PMID: 3530127 PMCID: PMC176440 DOI: 10.1128/aac.30.1.82] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Lincomycin increased the TEM-2 beta-lactamase activity of Escherichia coli K-12 cells carrying plasmid RP4 at a concentration which slightly inhibited cell growth. In a control culture beta-lactamase activity reached its maximal level in late log phase, whereas when lincomycin was present beta-lactamase activity continued to increase into the stationary phase. Lincomycin (100 micrograms/ml) inhibited both cell growth and protein synthesis by about 35% but stimulated beta-lactamase activity 2.5-fold per ml of culture and about 4-fold per cell after 20 h of growth. The amount of beta-lactamase produced in each culture was also compared by densitophotometry of a stained sodium dodecyl sulfate-polyacrylamide gel. The relative values were in good agreement with the relative enzyme activities, indicating that the stimulatory effect of lincomycin was due to an increase in the amount of beta-lactamase protein. Inactivation of beta-lactamase appeared to be faster when lincomycin was present. This was determined by measuring the decrease in beta-lactamase activity when phenethyl alcohol was present to prevent maturation of the enzyme. There was no significant difference in plasmid copy number between the cells grown in the presence or absence of lincomycin. These results indicate that lincomycin stimulates transcription, translation, or translocation of beta-lactamase.
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47
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Bailey JE, Da Silva NA, Peretti SW, Seo JH, Srienc F. Studies of host-plasmid interactions in recombinant microorganisms. Ann N Y Acad Sci 1986; 469:194-211. [PMID: 3524397 DOI: 10.1111/j.1749-6632.1986.tb26498.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Plasmid genes redirect some components of cellular metabolism into synthesis of plasmid gene products and additional plasmids. The stoichiometric and kinetic implications of these host-plasmid interactions have been investigated theoretically and experimentally. Using known pathway energetics, maximum theoretical yield factors based on ATP, glucose, and O2 have been estimated for recombinant Escherichia coli and compared with corresponding estimates for host cells alone, indicating major changes in carbon and energetic stoichiometry in recombinant cells in cases of high cloned gene expression. The influence of the number of plasmids in recombinant E. coli has been experimentally characterized using a series of pMB1 derivatives stably propagated at copy numbers from 12 to 408. Recombinant cell growth rate declines monotonically as plasmid content increases as does efficiency of plasmid gene expression. A detailed metabolically structured single-cell model for E. coli has successfully simulated these trends. Interrelationships among number of plasmids per cell, induction of expression of a plasmid gene, and recombinant population growth rate have been experimentally delineated for Saccharomyces cerevisiae containing plasmid pLGSD5 and derivatives in which the 2-micron origin of replication has been replaced by a cloned ARS1 sequence or its deletion fragments. The CEN4 centromere sequence has been included in some of these plasmids to provide more regular segregation. Specific growth rate of these recombinant yeasts exhibits a maximum as a function of plasmid content, an effect attributed to the interplay between beneficial effects of the plasmid in selective medium and parasitic effects on metabolism at larger plasmid content or with more plasmid gene expression activity. The yeast strains investigated exhibit substantial segregational instability that was characterized using a rapid-flow cytometry measurement based upon single-cell deletion of E. coli beta-galactosidase activity in recombinant cells.
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48
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Lin-Chao S, Bremer H. Effect of the bacterial growth rate on replication control of plasmid pBR322 in Escherichia coli. MOLECULAR & GENERAL GENETICS : MGG 1986; 203:143-9. [PMID: 2423846 DOI: 10.1007/bf00330395] [Citation(s) in RCA: 153] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The concentration of plasmid pBR322, of its replication inhibitor, RNAI, and preprimer, RNAII, were observed in E. coli as functions of the bacterial growth rate. At growth rates between 0.6 and 2.5 doubling/h, the copy number (number of plasmids per genome equivalent of chromosomal DNA) decreased from 32 to 15, the number of plasmids per cell increased from 39 to 55, and the plasmid concentration decreased from 4.6 to 1.1 X 10(10) plasmids per OD460 unit of cell mass. The concentrations of RNAI and RNAII also decreased with increasing growth rate, but differently, such that their ratio, RNAI/RNAII, increased. In glycerol minimal medium both RNAI and RNAII had the same halflife, 0.55 min, and were synthesized at a ratio of about 3 RNAI transcripts per every RNAII transcript. These results were interpreted on the basis of the negative control model and suggest that the activities of the RNAI and RNAII promoters, and the efficiency with which RNAI inhibits plasmid replication, are controlled by the growth rate.
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