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1.
ACS Synth Biol ; 12(8): 2339-2352, 2023 08 18.
Article in English | MEDLINE | ID: mdl-37487508

ABSTRACT

Expression of recombinant proteins in mammalian cell factories relies on synthetic assemblies of genetic parts to optimally control flux through the product biosynthetic pathway. In comparison to other genetic part-types, there is a relative paucity of characterized signal peptide components, particularly for mammalian cell contexts. In this study, we describe a toolkit of signal peptide elements, created using bioinformatics-led and synthetic design approaches, that can be utilized to enhance production of biopharmaceutical proteins in Chinese hamster ovary cell factories. We demonstrate, for the first time in a mammalian cell context, that machine learning can be used to predict how discrete signal peptide elements will perform when utilized to drive endoplasmic reticulum (ER) translocation of specific single chain protein products. For more complex molecular formats, such as multichain monoclonal antibodies, we describe how a combination of in silico and targeted design rule-based in vitro testing can be employed to rapidly identify product-specific signal peptide solutions from minimal screening spaces. The utility of this technology is validated by deriving vector designs that increase product titers ≥1.8×, compared to standard industry systems, for a range of products, including a difficult-to-express monoclonal antibody. The availability of a vastly expanded toolbox of characterized signal peptide parts, combined with streamlined in silico/in vitro testing processes, will permit efficient expression vector re-design to maximize titers of both simple and complex protein products.


Subject(s)
Antibodies, Monoclonal , Protein Sorting Signals , Cricetinae , Animals , Cricetulus , CHO Cells , Protein Sorting Signals/genetics , Recombinant Proteins/metabolism , Antibodies, Monoclonal/metabolism
2.
Biotechnol Bioeng ; 118(6): 2326-2337, 2021 06.
Article in English | MEDLINE | ID: mdl-33675232

ABSTRACT

The manufacture of bispecific antibodies by Chinese hamster ovary (CHO) cells is often hindered by lower product yields compared to monoclonal antibodies. Recently, reactive oxygen species have been shown to negatively impact antibody production. By contrast, strategies to boost cellular antioxidant capacity appear to be beneficial for recombinant protein expression. With this in mind, we generated a novel hydrogen peroxide evolved host using directed host cell evolution. Here we demonstrate that this host has heritable resistance to hydrogen peroxide over many generations, displays enhanced antioxidant capacity through the upregulation of several, diverse antioxidant defense genes such as those involved in glutathione synthesis and turnover, and has improved glutathione content. Additionally, we show that this host has significantly improved transfection recovery times, improved growth and viability properties in a fed-batch production process, and elevated expression of two industrially relevant difficult to express bispecific antibodies compared to unevolved CHO control host cells. These findings demonstrate that host cell evolution represents a powerful methodology for improving specific host cell characteristics that can positively impact the expression of difficult to express biotherapeutics.


Subject(s)
Antibodies, Bispecific/biosynthesis , CHO Cells , Hydrogen Peroxide , Animals , CHO Cells/classification , Cricetulus , Oxidative Stress , Recombinant Proteins/biosynthesis , Transfection
3.
Antioxid Redox Signal ; 30(7): 972-991, 2019 03 01.
Article in English | MEDLINE | ID: mdl-28661184

ABSTRACT

SIGNIFICANCE: Sulfur-containing amino acids are integral to the molecular mechanisms that underlie many aspects of cellular function and homeostasis, facilitated by reversible changes in the oxidation states of sulfur atoms. Sulfur-containing amino acids are metabolically linked by interacting pathways that impact the one-carbon metabolic cycle and generation of methyl groups, the folate cycle, and maintenance of the major cellular redox buffer; glutathione. Dysregulation of these pathways is associated with diverse pathologies, notably of the cardiovascular (CV) system, which are typically characterized by inappropriate plasma levels of sulfur-containing amino acids. Recent Advances: Perhaps not surprisingly, the cellular redox state has emerged as a major regulator of many enzymatic processes within these metabolic cycles. The metabolism of cysteine can also result in the production of hydrogen sulfide (H2S), a signaling molecule whose activity is potentially linked to intracellular levels of both reactive oxygen species (ROS) and molecular oxygen. CRITICAL ISSUES: In most cases, the endogenous physiological sources of ROS that might mediate the interlinked metabolic pathways of sulfur-containing biomolecules remain unknown. However, the family of NADPH oxidases, and Nox4 in particular, is emerging as a likely candidate. FUTURE DIRECTIONS: This review focuses on the current knowledge of key aspects of sulfur metabolism, which are regulated by redox-based chemical reactions, and the likely intracellular oxidant sources that might mediate this regulation. This knowledge will be important to guide future targeted therapeutic interventions in diverse CV disorders.


Subject(s)
Amino Acids/metabolism , Cardiovascular Diseases/metabolism , Sulfur/metabolism , Animals , Humans , Hydrogen Sulfide/metabolism , Metabolic Networks and Pathways , Oxidation-Reduction
4.
Nucleic Acids Res ; 46(3): 1210-1226, 2018 02 16.
Article in English | MEDLINE | ID: mdl-29186571

ABSTRACT

Graded levels of molecular oxygen (O2) exist within developing mammalian embryos and can differentially regulate cellular specification pathways. During differentiation, cells acquire distinct epigenetic landscapes, which determine their function, however the mechanisms which regulate this are poorly understood. The demethylation of 5-methylcytosine (5mC) is achieved via successive oxidation reactions catalysed by the Ten-Eleven-Translocation (Tet) enzymes, yielding the 5-hydroxymethylcytosine (5hmC) intermediate. These require O2 as a co-factor, and hence may link epigenetic processes directly to O2 gradients during development. We demonstrate that the activities of Tet enzymes display distinct patterns of [O2]-dependency, and that Tet1 activity, specifically, is subject to differential regulation within a range of O2 which is physiologically relevant in embryogenesis. Further, differentiating embryonic stem cells displayed a transient burst of 5hmC, which was both dependent upon Tet1 and inhibited by low (1%) [O2]. A GC-rich promoter region within the Tet3 locus was identified as a significant target of this 5mC-hydroxylation. Further, this region was shown to associate with Tet1, and display the histone epigenetic marks, H3K4me3 and H3K27me3, which are characteristic of a bivalent, developmentally 'poised' promoter. We conclude that Tet1 activity, determined by [O2] may play a critical role in regulating cellular differentiation and fate in embryogenesis.


Subject(s)
Dioxygenases/genetics , Epigenesis, Genetic , Gene Expression Regulation, Developmental , Mixed Function Oxygenases/genetics , Mouse Embryonic Stem Cells/drug effects , Oxygen/pharmacology , Proto-Oncogene Proteins/genetics , 5-Methylcytosine/analogs & derivatives , 5-Methylcytosine/metabolism , Amino Acids, Dicarboxylic/pharmacology , Animals , Cell Differentiation/drug effects , Cell Hypoxia , Cell Line , Demethylation , Dioxygenases/metabolism , Embryoid Bodies/cytology , Embryoid Bodies/metabolism , HEK293 Cells , Histones/genetics , Histones/metabolism , Humans , Hydroxylation , Mice , Mixed Function Oxygenases/metabolism , Models, Biological , Mouse Embryonic Stem Cells/cytology , Mouse Embryonic Stem Cells/metabolism , Oxygen/metabolism , Promoter Regions, Genetic , Protein Isoforms/genetics , Protein Isoforms/metabolism , Proto-Oncogene Proteins/metabolism
5.
Free Radic Biol Med ; 108: 500-516, 2017 07.
Article in English | MEDLINE | ID: mdl-28433660

ABSTRACT

Reactive oxygen species have emerged as key participants in a broad range of physiological and pathophysiological processes, not least within the vascular system. Diverse cellular functions which have been attributed to some of these pro-oxidants within the vasculature include the regulation of blood pressure, neovascularisation and vascular inflammation. We here highlight the emerging roles of the enzymatically-generated reaction oxygen species, O2- and H2O2, in the regulation of the functions of the gaseous signalling molecules: nitric oxide (NO), carbon monoxide (CO), and hydrogen sulphide (H2S). These gasotransmitters are produced on demand from distinct enzymatic sources and in recent years it has become apparent that they are capable of mediating a number of homeostatic processes within the cardiovascular system including enhanced vasodilation, angiogenesis, wound healing and improved cardiac function following myocardial infarction. In common with O2- and/or H2O2 they signal by altering the functions of target proteins, either by the covalent modification of thiol groups or by direct binding to metal centres within metalloproteins, most notably haem proteins. The regulation of the enzymes which generate NO, CO and H2S have been shown to be influenced at both the transcriptional and post-translational levels by redox-dependent mechanisms, while the activity and bioavailability of the gasotransmitters themselves are also subject to oxidative modification. Within vascular cells, the family of nicotinamide adenine dinucleotide phosphate oxidases (NAPDH oxidases/Noxs) have emerged as functionally significant sources of regulated O2- and H2O2 production and accordingly, direct associations between Nox-generated oxidants and the functions of specific gasotransmitters are beginning to be identified. This review focuses on the current knowledge of the redox-dependent mechanisms which regulate the generation and activity of these gases, with particular reference to their roles in angiogenesis.


Subject(s)
Cardiovascular System/metabolism , Gasotransmitters/metabolism , Neovascularization, Physiologic , Animals , Gene Expression Regulation , Humans , Oxidation-Reduction , Reactive Oxygen Species/metabolism , Signal Transduction , Vascular Endothelial Growth Factor A/metabolism
6.
J Biol Chem ; 291(4): 1774-1788, 2016 Jan 22.
Article in English | MEDLINE | ID: mdl-26620565

ABSTRACT

The gasotransmitter, hydrogen sulfide (H2S) is recognized as an important mediator of endothelial cell homeostasis and function that impacts upon vascular tone and blood pressure. Cystathionine-γ-lyase (CSE) is the predominant endothelial generator of H2S, and recent evidence suggests that its transcriptional expression is regulated by the reactive oxygen species, H2O2. However, the cellular source of H2O2 and the redox-dependent molecular signaling pathway that modulates this is not known. We aimed to investigate the role of Nox4, an endothelial generator of H2O2, in the regulation of CSE in endothelial cells. Both gain- and loss-of-function experiments in human endothelial cells in vitro demonstrated Nox4 to be a positive regulator of CSE transcription and protein expression. We demonstrate that this is dependent upon a heme-regulated inhibitor kinase/eIF2α/activating transcription factor 4 (ATF4) signaling module. ATF4 was further demonstrated to bind directly to cis-regulatory sequences within the first intron of CSE to activate transcription. Furthermore, CSE expression was also increased in cardiac microvascular endothelial cells, isolated from endothelial-specific Nox4 transgenic mice, compared with wild-type littermate controls. Using wire myography we demonstrate that endothelial-specific Nox4 transgenic mice exhibit a hypo-contractile phenotype in response to phenylephrine that was abolished when vessels were incubated with a CSE inhibitor, propargylglycine. We, therefore, conclude that Nox4 is a positive transcriptional regulator of CSE in endothelial cells and propose that it may in turn contribute to the regulation of vascular tone via the modulation of H2S production.


Subject(s)
Cystathionine gamma-Lyase/genetics , Gene Expression Regulation, Enzymologic , Human Umbilical Vein Endothelial Cells/enzymology , NADPH Oxidases/metabolism , Transcription, Genetic , Activating Transcription Factor 4/genetics , Activating Transcription Factor 4/metabolism , Animals , Cystathionine gamma-Lyase/metabolism , Gene Expression Regulation , Humans , Mice , Mice, Inbred C57BL , Mice, Transgenic , NADPH Oxidase 4 , NADPH Oxidases/genetics , Signal Transduction
7.
Free Radic Biol Med ; 89: 918-30, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26472193

ABSTRACT

Glutathione is the major intracellular redox buffer in the liver and is critical for hepatic detoxification of xenobiotics and other environmental toxins. Hepatic glutathione is also a major systemic store for other organs and thus impacts on pathologies such as Alzheimer's disease, Sickle Cell Anaemia and chronic diseases associated with aging. Glutathione levels are determined in part by the availability of cysteine, generated from homocysteine through the transsulfuration pathway. The partitioning of homocysteine between remethylation and transsulfuration pathways is known to be subject to redox-dependent regulation, but the underlying mechanisms are not known. An association between plasma Hcy and a single nucleotide polymorphism within the NADPH oxidase 4 locus led us to investigate the involvement of this reactive oxygen species- generating enzyme in homocysteine metabolism. Here we demonstrate that NADPH oxidase 4 ablation in mice results in increased flux of homocysteine through the betaine-dependent remethylation pathway to methionine, catalysed by betaine-homocysteine-methyltransferase within the liver. As a consequence NADPH oxidase 4-null mice display significantly lowered plasma homocysteine and the flux of homocysteine through the transsulfuration pathway is reduced, resulting in lower hepatic cysteine and glutathione levels. Mice deficient in NADPH oxidase 4 had markedly increased susceptibility to acetaminophen-induced hepatic injury which could be corrected by administration of N-acetyl cysteine. We thus conclude that under physiological conditions, NADPH oxidase 4-derived reactive oxygen species is a regulator of the partitioning of the metabolic flux of homocysteine, which impacts upon hepatic cysteine and glutathione levels and thereby upon defence against environmental toxins.


Subject(s)
Acetaminophen/toxicity , Analgesics, Non-Narcotic/toxicity , Homocysteine/metabolism , Liver Diseases/prevention & control , Liver/metabolism , NADPH Oxidases/physiology , Animals , Betaine/metabolism , Blotting, Western , Cells, Cultured , Cysteine/metabolism , Female , Glutathione/metabolism , Hep G2 Cells , Humans , Immunoenzyme Techniques , Liver/drug effects , Liver/pathology , Liver Diseases/etiology , Methionine/metabolism , Mice , Mice, Knockout , NADPH Oxidase 4 , Reactive Oxygen Species/metabolism , S-Adenosylmethionine/metabolism
8.
J Mol Cell Cardiol ; 79: 54-68, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25450615

ABSTRACT

Adult mammalian cardiomyocytes have a very limited capacity to proliferate, and consequently the loss of cells after cardiac stress promotes heart failure. Recent evidence suggests that administration of hydrogen peroxide (H2O2), can regulate redox-dependent signalling pathway(s) to promote cardiomyocyte proliferation in vitro, but the potential relevance of such a pathway in vivo has not been tested. We have generated a transgenic (Tg) mouse model in which the H2O2-generating enzyme, NADPH oxidase 4 (Nox4), is overexpressed within the postnatal cardiomyocytes, and observed that the hearts of 1-3week old Tg mice pups are larger in comparison to wild type (Wt) littermate controls. We demonstrate that the cardiomyocytes of Tg mouse pups have increased cell cycling capacity in vivo as determined by incorporation of 5-bromo-2'-deoxyuridine. Further, microarray analyses of the transcriptome of these Tg mouse hearts suggested that the expression of cyclin D2 is significantly increased. We investigated the molecular mechanisms which underlie this more proliferative phenotype in isolated neonatal rat cardiomyocytes (NRCs) in vitro, and demonstrate that Nox4 overexpression mediates an H2O2-dependent activation of the ERK1/2 signalling pathway, which in turn phosphorylates and activates the transcription factor c-myc. This results in a significant increase in cyclin D2 expression, which we show to be mediated, at least in part, by cis-acting c-myc binding sites within the proximal cyclin D2 promoter. Overexpression of Nox4 in NRCs results in an increase in their proliferative capacity that is ablated by the silencing of cyclin D2. We further demonstrate activation of the ERK1/2 signalling pathway, increased phosphorylation of c-myc and significantly increased expression of cyclin D2 protein in the Nox4 Tg hearts. We suggest that this pathway acts to maintain the proliferative capacity of cardiomyocytes in Nox4 Tg pups in vivo and so delays their exit from the cell cycle after birth.


Subject(s)
Cell Cycle , Cyclin D2/genetics , Extracellular Signal-Regulated MAP Kinases/metabolism , Myocytes, Cardiac/cytology , Myocytes, Cardiac/enzymology , Proto-Oncogene Proteins c-myc/metabolism , Transcription, Genetic , Animals , Animals, Newborn , Base Sequence , Binding Sites/genetics , Cardiomegaly/genetics , Cardiomegaly/pathology , Cell Cycle/genetics , Cell Proliferation , Conserved Sequence/genetics , Cyclin D2/metabolism , Mice, Transgenic , Molecular Sequence Data , Myocardium/metabolism , Myocardium/pathology , NADPH Oxidase 4 , NADPH Oxidases/metabolism , Oxidation-Reduction , Phosphorylation , Promoter Regions, Genetic/genetics , Rats , Reactive Oxygen Species/metabolism , Up-Regulation/genetics
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