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Costacurta F, Dodaro A, Bante D, Schöppe H, Sprenger B, Moghadasi SA, Fleischmann J, Pavan M, Bassani D, Menin S, Rauch S, Krismer L, Sauerwein A, Heberle A, Rabensteiner T, Ho J, Harris RS, Stefan E, Schneider R, Kaserer T, Moro S, von Laer D, Heilmann E. A comprehensive study of SARS-CoV-2 main protease (M pro) inhibitor-resistant mutants selected in a VSV-based system. bioRxiv 2023:2023.09.22.558628. [PMID: 37808638 PMCID: PMC10557589 DOI: 10.1101/2023.09.22.558628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Nirmatrelvir was the first protease inhibitor (PI) specifically developed against the SARS-CoV-2 main protease (3CLpro/Mpro) and licensed for clinical use. As SARS-CoV-2 continues to spread, variants resistant to nirmatrelvir and other currently available treatments are likely to arise. This study aimed to identify and characterize mutations that confer resistance to nirmatrelvir. To safely generate Mpro resistance mutations, we passaged a previously developed, chimeric vesicular stomatitis virus (VSV-Mpro) with increasing, yet suboptimal concentrations of nirmatrelvir. Using Wuhan-1 and Omicron Mpro variants, we selected a large set of mutants. Some mutations are frequently present in GISAID, suggesting their relevance in SARS-CoV-2. The resistance phenotype of a subset of mutations was characterized against clinically available PIs (nirmatrelvir and ensitrelvir) with cell-based and biochemical assays. Moreover, we showed the putative molecular mechanism of resistance based on in silico molecular modelling. These findings have implications on the development of future generation Mpro inhibitors, will help to understand SARS-CoV-2 protease-inhibitor-resistance mechanisms and show the relevance of specific mutations in the clinic, thereby informing treatment decisions.
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Affiliation(s)
- Francesco Costacurta
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Andrea Dodaro
- Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Via F. Marzolo 5, 35131, Padova, Italy
| | - David Bante
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Helge Schöppe
- Institute of Pharmacy/Pharmaceutical Chemistry, University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Bernhard Sprenger
- Department of Biochemistry, University of Innsbruck, Innsbruck, 6020, Austria
| | - Seyed Arad Moghadasi
- Department of Biochemistry, Molecular Biology and Biophysics, Institute for Molecular Virology, University of Minnesota, Minneapolis, MN 55455, United States
| | - Jakob Fleischmann
- Institute of Molecular Biology, University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
- Tyrolean Cancer Research Institute (TKFI), Innrain 66, Innsbruck, 6020, Tyrol, Austria
| | - Matteo Pavan
- Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Via F. Marzolo 5, 35131, Padova, Italy
| | - Davide Bassani
- Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Via F. Marzolo 5, 35131, Padova, Italy
| | - Silvia Menin
- Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Via F. Marzolo 5, 35131, Padova, Italy
| | - Stefanie Rauch
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Laura Krismer
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Anna Sauerwein
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Anne Heberle
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Toni Rabensteiner
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Joses Ho
- Bioinformatics Institute, Agency for Science Technology and Research, Singapore
| | - Reuben S. Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, United States
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX 78229, United States
| | - Eduard Stefan
- Institute of Molecular Biology, University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
- Tyrolean Cancer Research Institute (TKFI), Innrain 66, Innsbruck, 6020, Tyrol, Austria
| | - Rainer Schneider
- Department of Biochemistry, University of Innsbruck, Innsbruck, 6020, Austria
| | - Teresa Kaserer
- Institute of Pharmacy/Pharmaceutical Chemistry, University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Stefano Moro
- Molecular Modeling Section (MMS), Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Via F. Marzolo 5, 35131, Padova, Italy
| | - Dorothee von Laer
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
| | - Emmanuel Heilmann
- Institute of Virology, Medical University of Innsbruck, Innsbruck, 6020, Tyrol, Austria
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Kröß C, Engele P, Sprenger B, Fischer A, Lingg N, Baier M, Öhlknecht C, Lier B, Oostenbrink C, Cserjan-Puschmann M, Striedner G, Jungbauer A, Schneider R. PROFICS: A bacterial selection system for directed evolution of proteases. J Biol Chem 2021; 297:101095. [PMID: 34418435 PMCID: PMC8446807 DOI: 10.1016/j.jbc.2021.101095] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/10/2021] [Accepted: 08/16/2021] [Indexed: 12/31/2022] Open
Abstract
Proteases serve as important tools in biotechnology and as valuable drugs or drug targets. Efficient protein engineering methods to study and modulate protease properties are thus of great interest for a plethora of applications. We established PROFICS (PRotease Optimization via Fusion-Inhibited Carbamoyltransferase-based Selection), a bacterial selection system, which enables the optimization of proteases for biotechnology, therapeutics or diagnosis in a simple overnight process. During the PROFICS process, proteases are selected for their ability to specifically cut a tag from a reporter enzyme and leave a native N-terminus. Precise and efficient cleavage after the recognition sequence reverses the phenotype of an Escherichia coli knockout strain deficient in an essential enzyme of pyrimidine synthesis. A toolbox was generated to select for proteases with different preferences for P1' residues (the residue immediately following the cleavage site). The functionality of PROFICS is demonstrated with viral proteases and human caspase-2. PROFICS improved caspase-2 activity up to 25-fold after only one round of mutation and selection. Additionally, we found a significantly improved tolerance for all P1' residues caused by a mutation in a substrate interaction site. We showed that this improved activity enables cells containing the new variant to outgrow cells containing all other mutants, facilitating its straightforward selection. Apart from optimizing enzymatic activity and P1' tolerance, PROFICS can be used to reprogram specificities, erase off-target activity, optimize expression via tags/codon usage, or even to screen for potential drug-resistance-conferring mutations in therapeutic targets such as viral proteases in an unbiased manner.
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Affiliation(s)
- Christina Kröß
- acib GmbH, Graz, Austria; Institute of Biochemistry and Center for Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck, Austria
| | - Petra Engele
- acib GmbH, Graz, Austria; Institute of Biochemistry and Center for Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck, Austria
| | - Bernhard Sprenger
- acib GmbH, Graz, Austria; Institute of Biochemistry and Center for Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck, Austria
| | - Andreas Fischer
- acib GmbH, Graz, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Nico Lingg
- acib GmbH, Graz, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Magdalena Baier
- Institute of Biochemistry and Center for Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck, Austria
| | - Christoph Öhlknecht
- acib GmbH, Graz, Austria; Institute of Molecular Modeling and Simulation, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Bettina Lier
- acib GmbH, Graz, Austria; Institute of Molecular Modeling and Simulation, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Chris Oostenbrink
- acib GmbH, Graz, Austria; Institute of Molecular Modeling and Simulation, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Monika Cserjan-Puschmann
- acib GmbH, Graz, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Gerald Striedner
- acib GmbH, Graz, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Alois Jungbauer
- acib GmbH, Graz, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Austria
| | - Rainer Schneider
- acib GmbH, Graz, Austria; Institute of Biochemistry and Center for Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck, Austria.
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Öhlknecht C, Katz S, Kröß C, Sprenger B, Engele P, Schneider R, Oostenbrink C. Efficient In Silico Saturation Mutagenesis of a Member of the Caspase Protease Family. J Chem Inf Model 2021; 61:1193-1203. [PMID: 33570387 PMCID: PMC8023567 DOI: 10.1021/acs.jcim.0c01216] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Indexed: 12/28/2022]
Abstract
Rational-design methods have proven to be a valuable toolkit in the field of protein design. Numerical approaches such as free-energy calculations or QM/MM methods are fit to widen the understanding of a protein-sequence space but require large amounts of computational time and power. Here, we apply an efficient method for free-energy calculations that combines the one-step perturbation (OSP) with the third-power-fitting (TPF) approach. It is fit to calculate full free energies of binding from three different end states only. The nonpolar contribution to the free energies are calculated for a set of chosen amino acids from a single simulation of a judiciously chosen reference state. The electrostatic contributions, on the other hand, are predicted from simulations of the neutral and charged end states of the individual amino acids. We used this method to perform in silico saturation mutagenesis of two sites in human Caspase-2. We calculated relative binding free energies toward two different substrates that differ in their P1' site and in their affinity toward the unmutated protease. Although being approximate, our approach showed very good agreement upon validation against experimental data. 76% of the predicted relative free energies of amino acid mutations was found to be true positives or true negatives. We observed that this method is fit to discriminate amino acid mutations because the rate of false negatives is very low (<1.5%). The approach works better for a substrate with medium/low affinity with a Matthews correlation coefficient (MCC) of 0.63, whereas for a substrate with very low affinity, the MCC was 0.38. In all cases, the combined TPF + OSP approach outperformed the linear interaction energy method.
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Affiliation(s)
- Christoph Öhlknecht
- Institute
of Molecular Modeling and Simulation, University
of Natural Resources and Life Sciences, Vienna A-1190, Austria
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, Graz 8041, Austria
| | - Sonja Katz
- Institute
of Molecular Modeling and Simulation, University
of Natural Resources and Life Sciences, Vienna A-1190, Austria
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, Graz 8041, Austria
| | - Christina Kröß
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, Graz 8041, Austria
- Institute
of Biochemistry and Center of Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck 6020, Austria
| | - Bernhard Sprenger
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, Graz 8041, Austria
- Institute
of Biochemistry and Center of Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck 6020, Austria
| | - Petra Engele
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, Graz 8041, Austria
- Institute
of Biochemistry and Center of Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck 6020, Austria
| | - Rainer Schneider
- Institute
of Biochemistry and Center of Molecular Biosciences Innsbruck, University of Innsbruck, Innsbruck 6020, Austria
| | - Chris Oostenbrink
- Institute
of Molecular Modeling and Simulation, University
of Natural Resources and Life Sciences, Vienna A-1190, Austria
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Öhlknecht C, Petrov D, Engele P, Kröß C, Sprenger B, Fischer A, Lingg N, Schneider R, Oostenbrink C. Enhancing the promiscuity of a member of the Caspase protease family by rational design. Proteins 2020; 88:1303-1318. [PMID: 32432825 PMCID: PMC7497161 DOI: 10.1002/prot.25950] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 03/19/2020] [Accepted: 04/29/2020] [Indexed: 12/12/2022]
Abstract
The N-terminal cleavage of fusion tags to restore the native N-terminus of recombinant proteins is a challenging task and up to today, protocols need to be optimized for different proteins individually. Within this work, we present a novel protease that was designed in-silico to yield enhanced promiscuity toward different N-terminal amino acids. Two mutations in the active-site amino acids of human Caspase-2 were determined to increase the recognition of branched amino-acids, which show only poor binding capabilities in the unmutated protease. These mutations were determined by sequential and structural comparisons of Caspase-2 and Caspase-3 and their effect was additionally predicted using free-energy calculations. The two mutants proposed in the in-silico studies were expressed and in-vitro experiments confirmed the simulation results. Both mutants showed not only enhanced activities toward branched amino acids, but also smaller, unbranched amino acids. We believe that the created mutants constitute an important step toward generalized procedures to restore original N-termini of recombinant fusion proteins.
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Affiliation(s)
- Christoph Öhlknecht
- Institute of Molecular Modeling and SimulationUniversity of Natural Resources and Life SciencesViennaAustria
- Austrian Centre of Industrial BiotechnologyViennaAustria
| | - Drazen Petrov
- Institute of Molecular Modeling and SimulationUniversity of Natural Resources and Life SciencesViennaAustria
| | - Petra Engele
- Institute of Biochemistry and Center of Molecular Biosciences InnsbruckUniversity of InnsbruckInnsbruckAustria
- Austrian Centre of Industrial BiotechnologyViennaAustria
| | - Christina Kröß
- Institute of Biochemistry and Center of Molecular Biosciences InnsbruckUniversity of InnsbruckInnsbruckAustria
- Austrian Centre of Industrial BiotechnologyViennaAustria
| | - Bernhard Sprenger
- Institute of Biochemistry and Center of Molecular Biosciences InnsbruckUniversity of InnsbruckInnsbruckAustria
- Austrian Centre of Industrial BiotechnologyViennaAustria
| | | | - Nico Lingg
- Austrian Centre of Industrial BiotechnologyViennaAustria
| | - Rainer Schneider
- Institute of Biochemistry and Center of Molecular Biosciences InnsbruckUniversity of InnsbruckInnsbruckAustria
| | - Chris Oostenbrink
- Institute of Molecular Modeling and SimulationUniversity of Natural Resources and Life SciencesViennaAustria
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Collodo MC, Sedlmeir F, Sprenger B, Svitlov S, Wang LJ, Schwefel HGL. Sub-kHz lasing of a CaF₂ whispering gallery mode resonator stabilized fiber ring laser. Opt Express 2014; 22:19277-19283. [PMID: 25321012 DOI: 10.1364/oe.22.019277] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
We utilize a high quality calcium fluoride whispering-gallery-mode resonator to passively stabilize a simple erbium doped fiber ring laser with an emission frequency of 196THz (wavelength 1530nm) to an instantaneous linewidth below 650Hz. This corresponds to a relative stability of 3.3 × 10(-12) over 16μs. In order to characterize the linewidth we use two identical self-built lasers and a commercial laser to determine the individual lasing linewidth via the three-cornered-hat method. We further show that the lasers are finely tunable throughout the erbium gain region.
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Sprenger B, Schwefel HGL, Lu ZH, Svitlov S, Wang LJ. CaF2 whispering-gallery-mode-resonator stabilized-narrow-linewidth laser. Opt Lett 2010; 35:2870-2872. [PMID: 20808352 DOI: 10.1364/ol.35.002870] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A fiber laser is stabilized by introducing a calcium fluoride (CaF(2)) whispering-gallery-mode resonator as a filtering element in a ring cavity. It is set up using a semiconductor optical amplifier as a gain medium. The resonator is critically coupled through prisms, and used as a filtering element to suppress the laser linewidth. A three-cornered-hat method is used and shows a stability of 10(-11) after 10 micros. Using the self-heterodyne beat technique, the linewidth is determined to be 13 kHz. This implies an enhancement factor of 10(3) with respect to the passive cavity linewidth.
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Affiliation(s)
- B Sprenger
- Max-Planck-Institute for the Science of Light, Günther-Scharowsky-Strasse 1, Bau 24, 91058 Erlangen, Germany
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Abstract
We demonstrate a narrow-line fiber loop laser using erbium-doped fiber as the gain material, stabilized by using a microsphere as a transmissive frequency selective element. Stable lasing with a linewidth of 170 kHz is observed, limited by the experimental spectral resolution. A linear increase in output power and a redshift of the lasing mode were also observed with increasing pump power. Its potential applications are discussed.
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Affiliation(s)
- B Sprenger
- Max-Planck-Institute for the Science of Light Günther-Scharowsky-Strasse 1, Bau 24, 91058 Erlangen, Germany
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Abstract
The phase instability induced during the transfer of radio frequency and optical clock signals through the turbulent atmosphere was measured in a rooftop experiment. Radio frequency intensity modulation of a laser to transmit signals over 100 m results in an Allan deviation of 1.31x10(-10) at 1 s. Optical transfer is more accurate at 1.68x10(-13) at 1 s. As a consequence, fiber links are more suitable for the transfer of optical frequencies over very long distances while free space transmission might find applications in short distances of less than 1 km.
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Affiliation(s)
- B Sprenger
- Max-Planck Research Group, Institute of Optics, Information and Photonics, University Erlangen-Nuremberg, Erlangen, Germany
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Würz H, Schulz KD, Citoler P, Sprenger B, Wassner E, Weymar P, Kaiser R. [Distribution pattern of steroid receptors in breast and genital cancers]. Arch Gynecol 1979; 228:668-9. [PMID: 485552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Eiermann W, Groh M, Prechtel K, Scheiffarth OF, Schleich HG, Wiest W, Keramopoullos A, Michalas S, Papapetrou P, Kaskarelis D, Braun P, Leyendecker G, Leyendecker G, Braun P, Itzbicki J, Neusel E, Rjosk HK, Baltzer J, Gokel JM, Holzmann K, Mickan H, Schneider E, Rjosk HK, Gokel JM, Holzmann K, Würz H, Schulz KD, Citoler P, Sprenger B, Wassner E, Weymar P, Kaiser R, Eppenberger U, Salokangas A, Huber P, Roos W, Simon WE, Hölzel F. Sitzung der Arbeitsgemeinschaft für Biochemie und Klinische Chemie an Frauenkliniken: Chemische Marker von Zellen Gynäkologischer Tumoren. ACTA ACUST UNITED AC 1979. [DOI: 10.1007/bf02427532] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Dowidziak J, Sprenger B. [A mobile unit for heart-lung resuscitation in hospital]. Anaesthesist 1972; 21:271. [PMID: 4505810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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