A highly sensitive cell-based luciferase assay for high-throughput automated screening of SARS-CoV-2 nsp5/3CLpro inhibitors

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Abstract

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  1. SciScore for 10.1101/2021.12.18.473303: (What is this?)

    Please note, not all rigor criteria are appropriate for all manuscripts.

    Table 1: Rigor

    NIH rigor criteria are not applicable to paper type.

    Table 2: Resources

    Antibodies
    SentencesResources
    Antibodies and Virtual screening for anti-nsp5 compounds are described in the Supplementary Methods Cells and virus: HEK-293T cells (purchased from ATCC, # CRL-11268) and A549 cells stably expressing the human ACE2 receptor (A549-ACE2, kindly provided by O. Schwartz, Institut Pasteur) were grown in complete Dulbecco’s modified Eagle’s medium (Gibco) supplemented with 10% fetal bovine serum (FBS).
    anti-nsp5
    suggested: (Grupo de la Dra. Susana Lopez; Instituto de Biotecnologia, UNAM. Cat# NSP5 (C-6, RRID:AB_2802098)
    A549-ACE2
    suggested: None
    Immunoblot membranes were incubated with primary antibodies directed against nsp5 [31], NS3/4A (ab21124, Abcam), FLAG-tag (F3165, Sigma) or GAPDH (MA5-15738, Invitrogen), and revealed with HRP-linked secondary antibodies (Jackson ImmunoResearch) using ECL2 substrate (Pierce).
    FLAG-tag
    suggested: None
    GAPDH
    suggested: None
    MA5-15738 , Invitrogen) ,
    suggested: None
    Experimental Models: Cell Lines
    SentencesResources
    Antibodies and Virtual screening for anti-nsp5 compounds are described in the Supplementary Methods Cells and virus: HEK-293T cells (purchased from ATCC, # CRL-11268) and A549 cells stably expressing the human ACE2 receptor (A549-ACE2, kindly provided by O. Schwartz, Institut Pasteur) were grown in complete Dulbecco’s modified Eagle’s medium (Gibco) supplemented with 10% fetal bovine serum (FBS).
    A549
    suggested: None
    Transfected HEK-293T cells were trypsinized at 6 hpt and distributed in the 384-well plates (2×104 cells per well in 50 µL).
    HEK-293T
    suggested: None
    Antiviral activity and cell viability assays: A549-ACE2 cells seeded in 384-well plates (1.5×103 cells per well) were incubated with the compound of interest at the indicated concentration in DMEM-2% FBS 2 h prior to infection.
    A549-ACE2
    suggested: None
    Recombinant DNA
    SentencesResources
    These plasmids were used as templates to amplify the sequence encoding nsp5 (WT or C145A), and the resulting amplicons were subcloned into the pcDNA3.1 plasmid.
    pcDNA3.1
    suggested: RRID:Addgene_79663)
    The pLEX expression vectors for SARS-CoV-2, IBV and hCoV-229E nsp5 are described in [26] and were kindly provided by N. Heaton (Duke University).
    pLEX
    suggested: RRID:Addgene_117987)
    The Hepatitis C Virus (HCV) NS3/4A expression vector was generated by subcloning a synthetic gene which was codon optimized for expression in human cells (Genscript) into the pCI plasmid.
    pCI
    suggested: RRID:Addgene_74230)
    To generate the reverse-Nanoluciferase reporter plasmid Rev-Nluc-CoV, a synthetic codon-optimized nucleotide sequence encoding a permuted Nanoluciferase with the NGSVRLQSSLK linker between the N- and the C-terminal domains was cloned into the pLV-CMV-eGFP lentiviral vector (Duke vector core, Duke University) in place of the eGFP insert.
    reverse-Nanoluciferase reporter
    suggested: None
    pLV-CMV-eGFP
    suggested: None
    Viral protease activity assays: HEK-293T cells were seeded in 96-well white opaque plates (Greiner Bio-One, 3×104 cells per well) one day before being transfected with 5 ng of the Rev-Nluc-CoV reporter plasmid and 95 ng of the pcDNA3.1-nsp4-5-6 WT, pcDNA-3.1-nsp4-5-6 C145A, pLEX-nsp5 or an empty control pCI plasmid, using polyethyleneimine (PEI-max, #24765-1 Polysciences Inc).
    pcDNA3.1-nsp4-5-6 WT
    suggested: None
    pcDNA-3.1-nsp4-5-6 C145A
    suggested: None
    pLEX-nsp5
    suggested: None
    To measure NS3/4A activity, 5 ng of the Rev-Nluc-HCV reporter plasmid was co-transfected with 145 ng of the pCI-NS3/4A WT or pCI-NS3/4A S139A, using the same protocol.
    pCI-NS3/4A
    suggested: None
    pCI-NS3/4A S139A
    suggested: None
    In the 384-well plate setting, ∼107 HEK-293T cells were transfected in 50 cm2 dishes with 1 µg of the Rev-Nluc-CoV plasmid and 15 µg of the nsp4-5-6 WT or nsp4-5-6 C145A expression plasmids.
    Rev-Nluc-CoV
    suggested: None
    Software and Algorithms
    SentencesResources
    The Luna Universal One-Step RT-qPCR Kit (New England Biolabs) was used, with SARS-CoV-2 specific primers targeting the N gene region (5’-TAATCAGACAAGGAACTGATTA-3’ and 5’-CGAAGGTGTGACTTCCATG-3’) and with the following cycling conditions: 55 °C for 10 min, 95 °C for 1 min, and 40 cycles of 95 °C for 10 sec, followed by 60 °C for 1 min, in an Applied Biosystems QuantStudio 6 thermocycler.
    SARS-CoV-2
    suggested: (BioLegend Cat# 946101, RRID:AB_2892515)
    ChEMBL protocols [56]); Removal of chemical duplicates (Open Babel [57]); Selection of dominant tautomers (pH 7.4, ChemAxon Calculator Plugins version 19.0.9, https://chemaxon.com); Selection of species populating more than 25% or, if none, species that are present at more than 75% of the most frequent one, or at least the three most frequent ones; Generation of stereoisomers and low energy ring conformers generation (CORINA classic [58] version 3.4, https://www.mn-am.com);
    ChEMBL
    suggested: (ChEMBL, RRID:SCR_014042)
    Molecules were kept in the sdf format for docking with FlexX [40] and converted into pdbqt files using MGLTools scripts [63]for docking with Smina [39].
    MGLTools
    suggested: None
    We used Smina (version Dec 2020 based on Autodock Vina 1.1.2, exhaustiveness set to 12, 10 best score poses saved) to perform docking targeting all three PDB structures.
    Autodock
    suggested: (AutoDock, RRID:SCR_012746)
    It also comprised 5RH8, which gave the best results with FlexX, allowing to diversify the screening with FlexX, while providing a basis for comparison between the two programs.
    FlexX
    suggested: (FlexX, RRID:SCR_000186)

    Results from OddPub: We did not detect open data. We also did not detect open code. Researchers are encouraged to share open data when possible (see Nature blog).


    Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.

    Results from TrialIdentifier: We found the following clinical trial numbers in your paper:

    IdentifierStatusTitle
    NCT04960202RecruitingEPIC-HR: Study of Oral PF-07321332/Ritonavir Compared With P…
    NCT05011513RecruitingEvaluation of Protease Inhibition for COVID-19 in Standard-R…
    NCT05047783RecruitingMasitinib in Patients With Symptomatic Mild to Moderate COVI…


    Results from Barzooka: We did not find any issues relating to the usage of bar graphs.


    Results from JetFighter: We did not find any issues relating to colormaps.


    Results from rtransparent:
    • Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
    • Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
    • No protocol registration statement was detected.

    Results from scite Reference Check: We found no unreliable references.


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