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Co-evolution of drug resistance and broadened substrate recognition in HIV protease variants isolated from an Escherichia coli genetic selection system. Biochem J 2022; 479:479-501. [PMID: 35089310 DOI: 10.1042/bcj20210767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 01/07/2022] [Accepted: 01/28/2022] [Indexed: 11/17/2022]
Abstract
A genetic selection system for activity of HIV protease is described that is based on a synthetic substrate constructed as a modified AraC regulatory protein that when cleaved stimulate L-arabinose metabolism in an Escherichia coli araC strain. Growth stimulation on selective plates was shown to depend on active HIV protease and the scissile bond in the substrate. In addition, the growth of cells correlated well with the established cleavage efficiency of the sites in the viral polyprotein, Gag, when these sites were individually introduced into the synthetic substate of the selection system. Plasmids encoding protease variants selected based on stimulation of cell growth in the presence of saquinavir or cleavage of a site not cleaved by wild-type protease, were indistinguishable with respect to both phenotypes. Also, both groups of selected plasmids encoded side chain substitutions known from clinical isolates or displayed different side chain substitutions but at identical positions. One highly frequent side chain substitution, E34V, not regarded as a major drug resistance substitution was found in variants obtained under both selective conditions and is suggested to improve protease processing of the synthetic substrate. This substitution is away from the substrate-binding cavity and together with other substitutions in the selected reading frames supports the previous suggestion of a substrate-binding site extended from the active site binding pocket itself.
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2
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Capel E, Parera M, Martinez MA. Epistasis as a determinant of the HIV-1 protease's robustness to mutation. PLoS One 2014; 9:e116301. [PMID: 25551558 PMCID: PMC4281083 DOI: 10.1371/journal.pone.0116301] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Accepted: 12/08/2014] [Indexed: 12/05/2022] Open
Abstract
The robustness of phenotypes to mutation is critical to protein evolution; robustness may be an adaptive trait if it promotes evolution. We hypothesised that native proteins subjected to natural selection in vivo should be more robust than proteins generated in vitro in the absence of natural selection. We compared the mutational robustness of two human immunodeficiency virus type 1 (HIV-1) proteases with comparable catalytic efficiencies, one isolated from an infected individual and the second generated in vitro via random mutagenesis. Single mutations in the protease (82 and 60 in the wild-type and mutant backgrounds, respectively) were randomly generated in vitro and the catalytic efficiency of each mutant was determined. No differences were observed between these two protease variants when lethal, neutral, and deleterious mutations were compared (P = 0.8025, chi-squared test). Similarly, average catalytic efficiency (−72.6% and −64.5%, respectively) did not significantly differ between protease mutant libraries (P = 0.3414, Mann Whitney test). Overall, the two parental proteins displayed similar mutational robustness. Importantly, strong and widespread epistatic interactions were observed when the effect of the same mutation was compared in both proteases, suggesting that epistasis can be a key determinant of the robustness displayed by the in vitro generated protease.
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Affiliation(s)
- Elena Capel
- Fundació irsiCaixa, Hospital Universitari Germans Trias i Pujol, Badalona, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Mariona Parera
- Fundació irsiCaixa, Hospital Universitari Germans Trias i Pujol, Badalona, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Miguel Angel Martinez
- Fundació irsiCaixa, Hospital Universitari Germans Trias i Pujol, Badalona, Universitat Autònoma de Barcelona, Barcelona, Spain
- * E-mail:
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3
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Renicke C, Spadaccini R, Taxis C. A tobacco etch virus protease with increased substrate tolerance at the P1' position. PLoS One 2013; 8:e67915. [PMID: 23826349 PMCID: PMC3691164 DOI: 10.1371/journal.pone.0067915] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2013] [Accepted: 05/22/2013] [Indexed: 01/03/2023] Open
Abstract
Site-specific proteases are important tools for in vitro and in vivo cleavage of proteins. They are widely used for diverse applications, like protein purification, assessment of protein-protein interactions or regulation of protein localization, abundance or activity. Here, we report the development of a procedure to select protease variants with altered specificity based on the well-established Saccharomyces cerevisiae adenine auxotrophy-dependent red/white colony assay. We applied this method on the tobacco etch virus (TEV) protease to obtain a protease variant with altered substrate specificity at the P1' Position. In vivo experiments with tester substrates showed that the mutated TEV protease still efficiently recognizes the sequence ENLYFQ, but has almost lost all bias for the amino acid at the P1' Position. Thus, we generated a site-specific protease for synthetic approaches requiring in vivo generation of proteins or peptides with a specific N-terminal amino acid.
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Affiliation(s)
- Christian Renicke
- Department of Biology/Genetics, Philipps-Universität Marburg, Marburg, Germany
| | - Roberta Spadaccini
- Dipartimento di Scienze e tecnologie, Universita' degli studi del Sannio, Benevento, Italy
| | - Christof Taxis
- Department of Biology/Genetics, Philipps-Universität Marburg, Marburg, Germany
- * E-mail:
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4
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Verhoeven KD, Altstadt OC, Savinov SN. Intracellular Detection and Evolution of Site-Specific Proteases Using a Genetic Selection System. Appl Biochem Biotechnol 2012; 166:1340-54. [DOI: 10.1007/s12010-011-9522-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2011] [Accepted: 12/22/2011] [Indexed: 01/02/2023]
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5
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Buzon MJ, Erkizia I, Pou C, Minuesa G, Puertas MC, Esteve A, Castello A, Santos JR, Prado JG, Izquierdo-Useros N, Pattery T, Van Houtte M, Carrasco L, Clotet B, Ruiz L, Martinez-Picado J. A non-infectious cell-based phenotypic assay for the assessment of HIV-1 susceptibility to protease inhibitors. J Antimicrob Chemother 2011; 67:32-8. [PMID: 21994909 DOI: 10.1093/jac/dkr433] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES HIV-1 genotyping is widely accepted as a diagnostic tool to optimize therapy changes in patients whose antiretroviral regimen is failing. Phenotyping can substantially complement the information obtained from genotyping, especially in the presence of complex mutational patterns. However, drug susceptibility tests are laborious and require biosafety facilities. We describe the molecular mechanism of a non-infectious HIV-1 protease phenotypic assay in eukaryotic cells and validate its applicability as a tool for monitoring drug resistance. METHODS A cloning vector containing the fusion protein green fluorescent protein-HIV-1 protease (GFP-PR) was modified to facilitate the insertion of HIV-1 protease from infected subjects. Real-time quantitative PCR and western blot analysis were used to establish the molecular mechanism of the new phenotypic assay. The method was validated by analysing HIV-1 protease from 46 clinical isolates. Statistical comparisons were made between values obtained using our assay and those reported from alternative standardized phenotypic assays. RESULTS The capacity of HIV-1 protease to cleave cellular translation factors, such as the eukaryotic translation initiation factor 4 (eIF4GI) and the poly(A)-binding protein (PABP), led to cyclical accumulation of GFP that varied with the dose of protease inhibitors. Validation and comparison revealed a significant correlation with the Virco TYPE HIV-1 test (P < 0.0001, Spearman's ρ = 0.60), the Antivirogram test (P = 0.0001, Spearman's ρ = 0.60) and the Stanford HIVdb (P < 0.0001, Spearman's ρ = 0.69). CONCLUSIONS This cell-based non-infectious phenotypic method with a well-understood molecular mechanism was highly reliable and comparable to other widely used assays. The method can be used for both phenotyping of HIV-1 viral isolates resistant to protease inhibitors and screening of new protease inhibitors.
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Affiliation(s)
- Maria José Buzon
- Institut de Recerca de SIDA (IrsiCaixa), Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
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6
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Singh MK, Streu K, McCrone AJ, Dominy BN. The evolution of catalytic function in the HIV-1 protease. J Mol Biol 2011; 408:792-805. [PMID: 21376058 DOI: 10.1016/j.jmb.2011.02.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2010] [Revised: 01/19/2011] [Accepted: 02/14/2011] [Indexed: 11/29/2022]
Abstract
The evolution of species is a complex phenomenon based on the optimization of a multidimensional function referred to as fitness. At the level of biomolecular evolution, the fitness function can be reduced to include physiochemical properties relevant to the biological function of a particular molecule. In this work, questions involving the physical-chemical mechanisms underlying the evolution of HIV-1 protease are addressed through molecular simulation and subsequent analysis of thermodynamic properties related to the activity of the enzyme. Specifically, the impact of 40 single amino acid mutations on the binding affinity toward the matrix/capsid (MA/CA) substrate and corresponding transition state intermediate has been characterized using a molecular mechanics Poisson-Boltzmann surface area approach. We demonstrate that this approach is capable of extracting statistically significant information relevant to experimentally determined catalytic activity. Further, no correlation was observed between the effect of mutations on substrate and transition state binding, suggesting independent evolutionary pathways toward optimizing substrate specificity and catalytic activity. In addition, a detailed analysis of calculated binding affinity data suggests that ground-state destabilization (reduced binding affinity for the substrate) could be a contributing factor in the evolutionary optimization of HIV-1 protease. A numerical model is developed to demonstrate that ground-state destabilization is a valid mechanism for activity optimization given the high concentrations of substrate experienced by the functional enzyme in vivo.
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7
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Huitema C, Eltis LD. A fluorescent protein-based biological screen of proteinase activity. JOURNAL OF BIOMOLECULAR SCREENING 2010; 15:224-9. [PMID: 20086215 DOI: 10.1177/1087057109357790] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
A cell-based fluorescent protein reporter assay for proteinase activity amenable to high-throughput applications was developed. This assay is based on Förster resonance energy transfer (FRET) between 2 variants of the green fluorescent protein connected by a short cleavable linker and expressed in Escherichia coli as tagged proteins. A library to assay proteinase specificity was generated by randomizing a portion of the linker using PCR. The library could be grown in microplates, allowing cells to be lysed in situ and substrate cleavage to be monitored through loss of FRET signal using a plate reader. Progress curves were generated to estimate cleavage efficiency, facilitating the identification of well-cleaved substrates. The polyhistidine-tagged fluorescent substrates could then be purified and used for further characterization. To establish the general utility of the screen, it was used to demonstrate that the cysteine proteinase of the hepatitis A virus, 3C(pro), prefers Ile, Val, or Leu at the P(4) position of the cleavage sequence and Gly, Ser, or Ala at the P'(1) position. The assay can also be used to screen small-molecule libraries for inhibitors.
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Affiliation(s)
- Carly Huitema
- Department of Microbiology and Immunology, Life Sciences Institute, University of British Columbia, Vancouver, Canada
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8
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Epistasis among Deleterious Mutations in the HIV-1 Protease. J Mol Biol 2009; 392:243-50. [DOI: 10.1016/j.jmb.2009.07.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2009] [Revised: 06/29/2009] [Accepted: 07/07/2009] [Indexed: 11/23/2022]
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9
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Franco S, Parera M, Aparicio E, Clotet B, Martinez MA. Genetic and catalytic efficiency structure of an HCV protease quasispecies. Hepatology 2007; 45:899-910. [PMID: 17393500 DOI: 10.1002/hep.21623] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
UNLABELLED The HCV nonstructural protein (NS)3/4A serine protease is not only involved in viral polyprotein processing but also efficiently blocks the retinoic-acid-inducible gen I and Toll-like receptor 3 signaling pathways and contributes to virus persistence by enabling HCV to escape the interferon antiviral response. Therefore, the NS3/4A protease has emerged as an ideal target for the control of the disease and the development of new anti-HCV agents. Here, we analyzed, at a high resolution (approximately 100 individual clones), the HCV NS3 protease gene quasispecies from three infected individuals. Nucleotide heterogeneity of 49%, 84%, and 91% were identified, respectively, which created a dense net that linked different parts of the viral population. Minority variants having mutations involved in the acquisition of resistance to current NS3/4A protease inhibitors (PIs) were also found. A vast diversity of different catalytic efficiencies could be distinguished. Importantly, 67% of the analyzed enzymes displayed a detectable protease activity. Moreover, 35% of the minority individual variants showed similar or better catalytic efficiency than the master (most abundant) enzyme. Nevertheless, and in contrast to minority variants, master enzymes always displayed a high catalytic efficiency when different viral polyprotein cleavage sites were tested. Finally, genetic and catalytic efficiency differences were observed when the 3 quasispecies were compared, suggesting that different selective forces were acting in different infected individuals. CONCLUSION The rugged HCV protease quasispecies landscape should be able to react to environmental changes that may threaten its survival.
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Affiliation(s)
- Sandra Franco
- Fundacio irsiCaixa, Universitat Autònoma de Barcelona (UAB), Spain
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10
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Fernàndez G, Clotet B, Martínez MA. Fitness landscape of human immunodeficiency virus type 1 protease quasispecies. J Virol 2007; 81:2485-96. [PMID: 17151104 PMCID: PMC1865935 DOI: 10.1128/jvi.01594-06] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2006] [Accepted: 11/29/2006] [Indexed: 11/20/2022] Open
Abstract
Here we show, at a high resolution (1%), the human immunodeficiency virus type 1 (HIV-1) protease gene quasispecies landscape from three infected naïve individuals. A huge range of genetic configurations was found (67%, 71%, and 80% of the nucleotide clones from the three individuals, respectively, were different), and these configurations created a dense net that linked different parts of the viral population. Similarly, a vast diversity of different protease activities was also found. Importantly, 65% of the analyzed enzymes had detectable protease activity, and 11% of the minority individual variants showed similar or better fitness than the master (most abundant) enzyme, suggesting that the viral complexity in this genomic region does not exclusively depend on the enzyme's catalytic efficiency. Several high-fitness minority variants had only one substitution compared to the master sequence, supporting the possibility that the rugged HIV-1 protease quasispecies fitness landscape may be formed by a continuous network that can be traversed by single mutational steps without passing through defective or less-adapted proteins.
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Affiliation(s)
- Guerau Fernàndez
- Fundacio irsiCaixa, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, 08916 Badalona, Barcelona, Spain
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11
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Kawe M, Forrer P, Amstutz P, Plückthun A. Isolation of Intracellular Proteinase Inhibitors Derived from Designed Ankyrin Repeat Proteins by Genetic Screening. J Biol Chem 2006; 281:40252-63. [PMID: 17050543 DOI: 10.1074/jbc.m602506200] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The specific intracellular inhibition of protein activity at the protein level is a highly valuable tool for the validation or modulation of cellular processes. We demonstrate here the use of designed ankyrin repeat proteins (DARPins) as tailor-made intracellular proteinase inhibitors. Site-specific proteolytic processing plays a critical role in the regulation of many biological processes, ranging from basic cellular functions to the propagation of viruses. The NIa(pro) proteinase of tobacco etch virus, a major plant pathogen, can be functionally expressed in Escherichia coli without harming the bacterium. To identify inhibitors of this proteinase, we first selected binders to it from combinatorial libraries of DARPins and tested this pool with a novel in vivo screen for proteinase inhibition. For this purpose, a hybrid protein consisting of the omega subunit of E. coli RNA polymerase was covalently fused to a DNA-binding protein, the lambdacI repressor, containing an NIa(pro) cleavage site in the linker between the two proteins. Thus, this transcriptional activator is inactivated by site-specific proteolytic cleavage, and inhibitors of this cleavage can be identified by the reconstitution of transcription of a reporter gene. Following this two-step approach of selection and screening, we could rapidly isolate NIa(pro) proteinase inhibitors active inside the cell from highly diverse combinatorial DARPin libraries. These findings underline the great potential of DARPins for modulation of protein functionality in the intracellular space. In addition, our novel genetic screen can help to select and identify tailor-made proteinase inhibitors based on other protein scaffolds or even on low molecular weight compounds.
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Affiliation(s)
- Martin Kawe
- Department of Biochemistry, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
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12
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Parera M, Fernàndez G, Clotet B, Martínez MA. HIV-1 protease catalytic efficiency effects caused by random single amino acid substitutions. Mol Biol Evol 2006; 24:382-7. [PMID: 17090696 PMCID: PMC7107532 DOI: 10.1093/molbev/msl168] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Protein evolution has occurred by successive fixation of individual mutations. The probability of fixation depends on the fitness of the mutation, and the arising variant can be deleterious, neutral, or beneficial. Despite its relevance, only few studies have estimated the distribution of fitness effects caused by random single mutations on protein function. The human immunodeficiency virus type 1 (HIV-1) protease was chosen as a model protein to quantify protein's tolerability to random single mutations. After determining the enzymatic activity of 107 single random mutants, we found that 86% of single mutations were deleterious for the enzyme catalytic efficiency and 54% lethal. Only 2% of the mutations significantly increased the catalytic efficiency of the enzyme. These data demonstrate the vulnerability of HIV-1 protease to single random mutations. When a second random mutagenesis library was constructed from an HIV-1 protease carrying a highly deleterious single mutation (D30N), a higher proportion of mutations with neutral or beneficial effect were found, 26% and 9%, respectively. Importantly, antagonist epistasis was observed between deleterious mutations. In particular, the mutation N88D, lethal for the wild-type protease, restored the wild-type catalytic efficiency when combined with the highly deleterious mutation D30N. The low tolerability to single random substitutions shown here for the wild-type HIV-1 protease contrasts with its in vivo ability to generate an adaptive variation. Thus, the antagonist epistasis between deleterious or lethal mutations may be responsible for increasing the protein mutational robustness and evolvability.
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Affiliation(s)
- Mariona Parera
- Fundació irsiCaixa, Universitat Autònoma de Barcelona, Barcelona, Spain
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13
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O’Loughlin T, Matsumura I. HIV protease-activated molecular switches based on beta-glucuronidase and alkaline phosphatase. Comb Chem High Throughput Screen 2006; 9:313-20. [PMID: 16724922 PMCID: PMC2012946 DOI: 10.2174/138620706776843219] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Our long-term goal is to direct the evolution of novel protease variants. To this end we have engineered a new type of protease-activated reporter enzyme. Many protease-activated enzymes evolved in nature, but the introduction of novel regulatory mechanisms into normally unregulated enzymes poses a difficult design challenge. Random Elongation Mutagenesis [1] was used to fuse the p6 peptide, which is recognized and cleaved by HIV protease, and twelve random sequence amino acids to the C-termini of beta-glucuronidase (GUS) and alkaline phosphatase (AP). The resulting GUS-p6-(NNN)12 and AP-p6-(NNN)12 libraries were expressed in E. coli and screened for clones that were inactivated by the C-terminal extension (tail). The inactivated clones were co-expressed with HIV protease, and those that were re-activated were isolated. The AP and GUS activities of the most responsive clones were each >3.5-fold higher when co-expressed with HIV protease, and this activation is correlated with in vivo proteolysis. It should be possible to generalize this strategy to different reporter enzymes, different target proteases, and perhaps to other types of protein-modifying enzymes.
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Affiliation(s)
| | - I. Matsumura
- *Address correspondence to this author at the Department of Biochemistry, Center for Fundamental and Molecular Evolution, Emory University School of Medicine, Rollins Research Center, Room 4119, 1510 Clifton Road, Atlanta, GA 30322, USA; Tel: (404) 727-5625; Fax: (404) 727-3452; E-mail:
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Horáková D, Rumlová M, Pichová I, Ruml T. Luminometric method for screening retroviral protease inhibitors. Anal Biochem 2005; 345:96-101. [PMID: 16125122 DOI: 10.1016/j.ab.2005.07.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2005] [Revised: 06/30/2005] [Accepted: 07/12/2005] [Indexed: 01/08/2023]
Abstract
We have developed a sensitive luminometric assay for determining the activity of retroviral proteases that uses proteolytic cleavage of polypeptide substrate immobilized on Ni-NTA HisSorb Strips microplates. The protease substrate derived from the Gag precursor protein of Mason-Pfizer monkey virus (M-PMV) was conjugated with horseradish peroxidase (HRP), which catalyzes oxidation of luminol in the assay. The cleavage of the substrate was monitored as a decrease in luminescent signal caused by the release of the cleavage product conjugated to HRP. Testing of a set of M-PMV protease inhibitors confirmed that this method is sufficiently sensitive and specific for high-throughput screening of retroviral protease inhibitors.
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Affiliation(s)
- Dana Horáková
- Department of Biochemistry and Microbiology, Institute of Chemical Technology, Technická 3, 166 28 Prague, Czech Republic
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15
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Gal-Tanamy M, Zemel R, Berdichevsky Y, Bachmatov L, Tur-Kaspa R, Benhar I. HCV NS3 serine protease-neutralizing single-chain antibodies isolated by a novel genetic screen. J Mol Biol 2005; 347:991-1003. [PMID: 15784258 DOI: 10.1016/j.jmb.2005.02.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2004] [Revised: 02/02/2005] [Accepted: 02/07/2005] [Indexed: 10/25/2022]
Abstract
Hepatitis C virus (HCV) infection is a major world-wide health problem causing chronic hepatitis, liver cirrhosis and primary liver cancer. The high frequency of treatment failure points to the need for more specific, less toxic and more active antiviral therapies for HCV. The HCV NS3 is currently regarded as a prime target for anti-viral drugs, thus specific inhibitors of its activity are of utmost importance. Here, we report the development of a novel bacterial genetic screen for inhibitors of NS3 catalysis and its application for the isolation of single-chain antibody-inhibitors. Our screen is based on the concerted co-expression of a reporter gene, of recombinant NS3 protease and of fusion-stabilized single-chain antibodies (scFvs) in Escherichia coli. The reporter system had been constructed by inserting a short peptide corresponding to the NS5A/B cleavage site of NS3 into a permissive site of the enzyme beta-galactosidase. The resulting engineered lacZ gene, coding for an NS3-cleavable beta-galactosidase, is carried on a low copy plasmid that also carried the NS3 protease-coding sequence. The resultant beta-galactosidase enzyme is active, conferring a Lac+ phenotype (blue colonies on indicator 5-bromo-4-chloro-3-indolyl beta-D-galactoside (X-gal) plates), while induction of NS3 expression results in loss of beta-galactosidase activity (transparent colonies on X-gal plates). The identification of inhibitors, as shown here by isolating NS3-inhibiting single-chain antibodies, expressed from a compatible high copy number plasmid, is based on the appearance of blue colonies (NS3 inhibited) on the background of colorless colonies (NS3 active). Our source of inhibitory scFvs was an scFv library that we prepared from spleens of NS3-immunized mice and subjected to limited affinity selection. Once isolated, the inhibitors were validated as genuine and specific NS3 binders by an enzyme-linked immunosorbent assay and as bone fide NS3 serine protease inhibitors by an in vitro catalysis assay. We further show that upon expression as cytoplasmic intracellular antibodies (intrabodies) in NS3-expressing mammalian cells, three of the scFvs inhibit NS3-mediated cell proliferation. Although applied here for the isolation of antibody-based inhibitors, our genetic screen should be applicable for the identification of candidate inhibitors from other sources.
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Affiliation(s)
- Meital Gal-Tanamy
- Department of Molecular Microbiology and Biotechnology, The George S. Wise Faculty of Life Sciences, Green Building, Room 202, Tel-Aviv University, Ramat Aviv, Israel
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16
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Parera M, Clotet B, Martinez MA. Genetic screen for monitoring severe acute respiratory syndrome coronavirus 3C-like protease. J Virol 2004; 78:14057-61. [PMID: 15564515 PMCID: PMC533918 DOI: 10.1128/jvi.78.24.14057-14061.2004] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
A novel coronavirus (SCoV) is the etiological agent of severe acute respiratory syndrome. Site-specific proteolysis plays a critical role in regulating a number of cellular and viral processes. Since the main protease of SCoV, also termed 3C-like protease, is an attractive target for drug therapy, we have developed a safe, simple, and rapid genetic screen assay to monitor the activity of the SCoV 3C-like protease. This genetic system is based on the bacteriophage lambda regulatory circuit, in which the viral repressor cI is specifically cleaved to initiate the lysogenic-to-lytic switch. A specific target for the SCoV 3C-like protease, P1/P2 (SAVLQ/SGFRK), was inserted into the lambda phage cI repressor. The target specificity of the SCoV P1/P2 repressor was evaluated by coexpression of this repressor with a chemically synthesized SCoV 3C-like protease gene construct. Upon infection of Escherichia coli cells containing the two plasmids encoding the cI. SCoV P1/P2-cro and the beta-galactosidase-SCoV 3C-like protease constructs, lambda phage replicated up to 2,000-fold more efficiently than in cells that did not express the SCoV 3C-like protease. This simple and highly specific assay can be used to monitor the activity of the SCoV 3C-like protease, and it has the potential to be used for screening specific inhibitors.
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Affiliation(s)
- Mariona Parera
- Fundacio irsiCaixa, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain
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17
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Cheng TJ, Brik A, Wong CH, Kan CC. Model system for high-throughput screening of novel human immunodeficiency virus protease inhibitors in Escherichia coli. Antimicrob Agents Chemother 2004; 48:2437-47. [PMID: 15215092 PMCID: PMC434161 DOI: 10.1128/aac.48.7.2437-2447.2004] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Novel human immunodeficiency virus (HIV) protease inhibitors are urgently needed for combating the drug-resistance problem in the fight against AIDS. To facilitate lead discovery of HIV protease inhibitors, we have developed a safe, convenient, and cost-effective Escherichia coli-based assay system. This E. coli-based system involves coexpression of an engineered beta-galactosidase as an HIV protease substrate and the HIV protease precursor comprising the transframe region and the protease domain. Autoprocessing of the HIV protease precursor releases the mature HIV protease. Subsequently, the HIV protease cleaves beta-galactosidase, resulting in a loss of the beta-galactosidase activity, which can be detected in high-throughput screens. Using Food and Drug Administration-approved HIV protease inhibitors, this E. coli-based system is validated as a surrogate screening system for identifying inhibitors that not only possess inhibitory activity against HIV protease but also have solubility and permeability for in vivo activity. The usefulness of the E. coli-based system was demonstrated with the identification of a novel HIV protease inhibitor from a library of compounds that were prepared by an amide-forming reaction with transition-state analog cores. A novel inhibitor with a sulfonamide core of amprenavir, E2, has shown good correlation with the in vitro enzymatic assay and in vivo E. coli-based system. This system can also be used to generate drug resistance profiles that could be used to suggest therapeutic uses of HIV protease inhibitors to treat the drug-resistant HIV strains. This simple yet efficient E. coli system not only represents a screening platform for high-throughput identification of leads targeting the HIV proteases but also can be adapted to all other classes of proteases.
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Affiliation(s)
- Ting-Jen Cheng
- Keck Graduate Institute of Applied Life Sciences, 535 Watson Drive, Claremont, CA 91711, USA
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18
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Martinez MA, Clotet B. Genetic screen for monitoring hepatitis C virus NS3 serine protease activity. Antimicrob Agents Chemother 2003; 47:1760-5. [PMID: 12709356 PMCID: PMC153332 DOI: 10.1128/aac.47.5.1760-1765.2003] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
We have developed a genetic system to monitor the activity of the hepatitis C virus (HCV) NS3 serine protease. This genetic system is based on the bacteriophage lambda regulatory circuit where the viral repressor cI is specifically cleaved to initiate the switch from lysogeny to lytic infection. An HCV protease-specific target, NS5A-5B, was inserted into the lambda phage cI repressor. The target specificity of the HCV NS5A-5B repressor was evaluated by coexpression of this repressor with a beta-galactosidase (betagal)-HCV NS3(2-181)/4(21-34) protease construct. Upon infection of Escherichia coli cells containing the two plasmids encoding the cI.HCV5AB-cro and the betagal-HCV NS3(2-181)/4(21-34) protease constructs, lambda phage replicated up to 8,000-fold more efficiently than in cells that did not express the HCV NS3(2-181)/4(21-34) protease. This simple, rapid, and highly specific assay can be used to monitor the activity of the HCV NS3 serine protease, and it has the potential to be used for screening specific inhibitors.
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Affiliation(s)
- Miguel Angel Martinez
- Fundacio irsiCaixa, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona, Barcelona, Spain.
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19
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Abstract
Many cellular and viral processes depend on site-specific proteolysis. Here, a genetic system for the identification of such proteases and inhibitors is described. The system utilizes the temperature- sensitive Saccharomyces cerevisiae CDC25-2 mutant strain and exploits the strict requirement of membrane localization of a constitutively active Ras mutant for the complementation of the yeast growth defect at the non-permissive temperature. Expression of a fusion protein in which a substrate peptide of the TEV protease separates a myristoylation signal from a constitutively active human Ras protein confers temperature insensitivity. Co-expression of the protease results in release of the Ras mutant from the membrane and growth arrest at the non-permissive temperature. This non-transcriptional assay represents a new approach to the in vivo analysis of site-specific proteases and may be a valuable alternative to existing methods. It has significant potential for the selection of inhibitors of cytoplasmic and membrane-associated proteases of biotechnical and clinical relevance.
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Affiliation(s)
- Fabian Köhler
- Institut für Biologie III, Albert-Ludwigs-Universität, Schänzlestrasse 1, 79104 Freiburg, Germany.
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20
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Rodés B, Poveda E, Soriano V. Rapid assessment of phenotypic resistance to protease inhibitors in human immunodeficiency virus type 1 group O. J Clin Microbiol 2002; 40:4313-6. [PMID: 12409418 PMCID: PMC139640 DOI: 10.1128/jcm.40.11.4313-4316.2002] [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: 11/20/2022] Open
Abstract
A bacteriophage lambda-based method was used to investigate the development of resistance to protease inhibitors (PI) in one subject infected with human immunodeficiency virus (HIV) type 1 group O who underwent multiple treatment regimens over a period of 4 years. A reduction in the susceptibility to indinavir of 6-fold and a reduction in the susceptibility to saquinavir of 24-fold were recognized after long exposure to these drugs with respect to baseline. The emergence of PI resistance corresponded to the selection of amino acid changes L10V, G48M, F53L, I54V, and L90M at the protease. The results were concordant with those obtained by a drug susceptibility assay with primary HIV isolates.
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Affiliation(s)
- Berta Rodés
- Department of Infectious Diseases, Hospital Carlos III, Instituto de Salud Carlos III, Madrid, Spain
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21
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Cabana M, Fernàndez G, Parera M, Clotet B, Martínez MA. Catalytic efficiency and phenotype of HIV-1 proteases encoding single critical resistance substitutions. Virology 2002; 300:71-8. [PMID: 12202207 DOI: 10.1006/viro.2002.1520] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We have shown that a bacteriophage lambda genetic screen system may be useful in predicting the activity and phenotype of HIV-1 protease in the course of viral infection and antiretroviral therapy. This simple and rapid genetic screening system has been used here to characterize HIV-1 proteases encoding single primary resistance substitutions. Except for proteases with amino acid changes at positions 46 and 84, proteases containing single-resistance substitutions displayed a lower catalytic efficiency than the WT enzyme. Single mutants could be identified by their efficiency, demonstrating that modest differences in protease activity can be monitored with this simple assay. Overall, drug susceptibility could be reduced by introduction of single mutations. However, high-level protease inhibitor (PI) resistance was only achieved by multiple mutated proteases. The small but reproducible increase in resistance displayed by single mutants also demonstrated the ability of this genetic screen system for detecting minor reductions in drug susceptibility. These results show that the bacteriophage lambda genetic screen system used here is a useful tool in the analysis of specific contribution of mutations in the HIV protease-coding region or in specific cleavage sites that affect the process of PI resistance.
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Affiliation(s)
- Marta Cabana
- Fundació irsiCaixa, Laboratori de Retrovirologia, Hospital Universitari Germans Trias i Pujol, 08916, Badalona, Spain
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22
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Sices HJ, Leusink MD, Pacheco A, Kristie TM. Rapid genetic selection of inhibitor-resistant protease mutants: clinically relevant and novel mutants of the HIV protease. AIDS Res Hum Retroviruses 2001; 17:1249-55. [PMID: 11559424 DOI: 10.1089/088922201750461302] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Site-specific proteolysis is an important regulatory mechanism in many basic cellular processes as well as playing critical roles in the life cycle of viruses and other pathogenic organisms. For the human immunodeficiency virus (HIV) the encoded protease is required for the replication of the virus and has been the target of novel antiviral therapeutics. However, the emergence of inhibitor-resistant viral strains has become an increasingly significant clinical problem. Using a bacteriophage-based genetic selection, a bank of inhibitor-resistant mutants in this protease has been isolated that includes mutations that correlate with resistant clinical isolates. The rapid selection of such mutations has implications for the prediction of relevant mutations and may be applicable to other viral systems.
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Affiliation(s)
- H J Sices
- Laboratory of Viral Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA
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23
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Lindsten K, Uhlíková T, Konvalinka J, Masucci MG, Dantuma NP. Cell-based fluorescence assay for human immunodeficiency virus type 1 protease activity. Antimicrob Agents Chemother 2001; 45:2616-22. [PMID: 11502538 PMCID: PMC90701 DOI: 10.1128/aac.45.9.2616-2622.2001] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The human immunodeficiency virus type 1 (HIV-1) protease is essential for production of infectious virus and is therefore a major target for the development of drugs against AIDS. Cellular proteins are also cleaved by the protease, which explains its cytotoxic activity and the consequent failure to establish convenient cell-based protease assays. We have exploited this toxicity to develop a new protease assay that relies on transient expression of an artificial protease precursor harboring the green fluorescent protein (GFP-PR). The precursor is activated in vivo by autocatalytic cleavage, resulting in rapid elimination of protease-expressing cells. Treatment with therapeutic doses of HIV-1 protease inhibitors results in a dose-dependent accumulation of the fluorescent precursor that can be easily detected and quantified by flow cytometric and fluorimetric assays. The precursor provides a convenient and noninfectious model for high-throughput screenings of substances that can interfere with the activity of the protease in living cells.
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Affiliation(s)
- K Lindsten
- Microbiology and Tumor Biology Center, Karolinska Institutet, S-171 77 Stockholm, Sweden
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24
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Dautin N, Karimova G, Ullmann A, Ladant D. Sensitive genetic screen for protease activity based on a cyclic AMP signaling cascade in Escherichia coli. J Bacteriol 2000; 182:7060-6. [PMID: 11092869 PMCID: PMC94834 DOI: 10.1128/jb.182.24.7060-7066.2000] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
We describe a genetic system that allows in vivo screening or selection of site-specific proteases and of their cognate-specific inhibitors in Escherichia coli. This genetic test is based on the specific proteolysis of a signaling enzyme, the adenylate cyclase (AC) of Bordetella pertussis. As a model system we used the human immunodeficiency virus (HIV) protease. When an HIV protease processing site, p5, was inserted in frame into the AC polypeptide, the resulting ACp5 protein retained enzymatic activity and, when expressed in an E. coli cya strain, restored the Cya(+) phenotype. The HIV protease coexpressed in the same cells resulted in cleavage and inactivation of ACp5; the cells became Cya(-). When the entire HIV protease, including its adjacent processing sites, was inserted into the AC polypeptide, the resulting AC-HIV-Pr fusion protein, expressed in E. coli cya, was autoproteolysed and inactivated: the cells displayed Cya(-) phenotype. In the presence of the protease inhibitor indinavir or saquinavir, AC-HIV-Pr autoproteolysis was inhibited and the AC activity of the fusion protein was preserved; the cells were Cya(+). Protease variants resistant to particular inhibitors could be easily distinguished from the wild type, as the cells displayed a Cya(-) phenotype in the presence of these inhibitors. This genetic test could represent a powerful approach to screen for new proteolytic activities and for novel protease inhibitors. It could also be used to detect in patients undergoing highly active antiretroviral therapy the emergence of HIV variants harboring antiprotease-resistant proteases.
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Affiliation(s)
- N Dautin
- Unité de Biochimie Cellulaire, CNRS URA 2185 Biologie Structurale et Agents Infectieux, Institut Pasteur, 75724 Paris Cedex 15, France
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25
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Vogel JL, Kristie TM. Autocatalytic proteolysis of the transcription factor-coactivator C1 (HCF): a potential role for proteolytic regulation of coactivator function. Proc Natl Acad Sci U S A 2000; 97:9425-30. [PMID: 10920196 PMCID: PMC16880 DOI: 10.1073/pnas.160266697] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Site-specific proteolysis is an important biological mechanism for the regulation of cellular processes such as gene expression, cell signaling, development, and apoptosis. In transcriptional regulation, specific proteolysis regulates the localization and activity of many regulatory factors. The C1 factor (HCF), a cellular transcription factor and coactivator, undergoes site-specific proteolytic processing at a series of unusual amino acid reiterations to generate a family of amino- and carboxyl-terminal polypeptides that remain tightly associated. Expression and purification of bacterially expressed domains of the C1 factor identifies an autocatalytic activity that is responsible for the specific cleavage of the reiterations. In addition, coexpression of the autocatalytic domain with a heterologous protein containing a target cleavage site demonstrates that the C1 protease may also function in trans.
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Affiliation(s)
- J L Vogel
- Laboratory of Viral Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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26
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Martínez MA, Cabana M, Parera M, Gutierrez A, Esté JA, Clotet B. A bacteriophage lambda-based genetic screen for characterization of the activity and phenotype of the human immunodeficiency virus type 1 protease. Antimicrob Agents Chemother 2000; 44:1132-9. [PMID: 10770741 PMCID: PMC89834 DOI: 10.1128/aac.44.5.1132-1139.2000] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) resistance to antiretroviral drugs is the main cause of patient treatment failure. Despite the problems associated with interpretation of HIV-1 resistance testing, resistance monitoring should help in the rational design of initial or rescue antiretroviral therapies. It has previously been shown that the activity of the HIV-1 protease can be monitored by using a bacteriophage lambda-based genetic assay. This genetic screening system is based on the bacteriophage lambda regulatory circuit in which the viral repressor cI is specifically cleaved to initiate the lysogenic to lytic switch. We have adapted this simple lambda-based genetic assay for the analysis of the activities and phenotypes of different HIV-1 proteases. Lambda phages that encode HIV-1 proteases either from laboratory strains (strain HXB2) or from clinical samples are inhibited in a dose-dependent manner by the HIV-1 protease inhibitors indinavir, ritonavir, saquinavir, and nelfinavir. Distinct susceptibilities to different drugs were also detected among phages that encode HIV-1 proteases carrying different resistance mutations, further demonstrating the specificity of this assay. Differences in proteolytic processing activity can also be directly monitored with this genetic screen system since two phage populations compete in culture with each other until one phage outgrows the other. In summary, we present here a simple, safe, and rapid genetic screening system that may be used to predict the activities and phenotypes of HIV-1 proteases in the course of viral infection and antiretroviral therapy. This assay responds appropriately to well-known HIV-1 protease inhibitors and can be used to search for new protease inhibitors.
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Affiliation(s)
- M A Martínez
- Fundació irsiCaixa, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain.
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27
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Steiner H, Pesold B, Haass C. An in vivo assay for the identification of target proteases which cleave membrane-associated substrates. FEBS Lett 1999; 463:245-9. [PMID: 10606730 DOI: 10.1016/s0014-5793(99)01627-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Proteases not only play a fundamental role in numerous physiological processes, but are also involved in several human diseases including Alzheimer's disease (AD). A key protease implicated in AD is the so far unidentified gamma-secretase, which cleaves the membrane-bound beta-amyloid precursor protein (betaAPP) at the C-terminus of its amyloid domain within the membrane to release the neurotoxic amyloid beta-peptide. In order to allow the isolation of proteases, which specifically cleave membrane-bound substrates within or in the vicinity of a transmembrane domain, we developed a reporter gene assay in Saccharomyces cerevisiae. This assay may allow the identification of genes encoding target proteases that specifically cleave membrane bound substrates by transforming expression libraries.
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Affiliation(s)
- H Steiner
- Central Institute of Mental Health, Department of Molecular Biology, J5, 68159, Mannheim, Germany
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28
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Hawkins CJ, Wang SL, Hay BA. A cloning method to identify caspases and their regulators in yeast: identification of Drosophila IAP1 as an inhibitor of the Drosophila caspase DCP-1. Proc Natl Acad Sci U S A 1999; 96:2885-90. [PMID: 10077606 PMCID: PMC15864 DOI: 10.1073/pnas.96.6.2885] [Citation(s) in RCA: 133] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Site-specific proteases play critical roles in regulating many cellular processes. To identify novel site-specific proteases, their regulators, and substrates, we have designed a general reporter system in Saccharomyces cerevisiae in which a transcription factor is linked to the intracellular domain of a transmembrane protein by protease cleavage sites. Here, we explore the efficacy of this approach by using caspases, a family of aspartate-specific cysteine proteases, as a model. Introduction of an active caspase into cells that express a caspase-cleavable reporter results in the release of the transcription factor from the membrane and subsequent activation of a nuclear reporter. We show that known caspases activate the reporter, that an activator of caspase activity stimulates reporter activation in the presence of an otherwise inactive caspase, and that caspase inhibitors suppress caspase-dependent reporter activity. We also find that, although low or moderate levels of active caspase expression do not compromise yeast cell growth, higher level expression leads to lethality. We have exploited this observation to isolate clones from a Drosophila embryo cDNA library that block DCP-1 caspase-dependent yeast cell death. Among these clones, we identified the known cell death inhibitor DIAP1. We showed, by using bacterially synthesized proteins, that glutathione S-transferase-DIAP1 directly inhibits DCP-1 caspase activity but that it had minimal effect on the activity of a predomainless version of a second Drosophila caspase, drICE.
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Affiliation(s)
- C J Hawkins
- Division of Biology, MC 156-29, California Institute of Technology, 1200 East California Boulevard, Pasadena, CA 91125, USA
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29
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Synthetic Protease Switch. Science 1998. [DOI: 10.1126/science.280.5362.456a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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