Kirill Gorshkov1, Desarey Morales Vasquez2, Kevin Chiem2, Chengjin Ye2, Bruce Nguyen Tran1, Juan Carlos de la Torre3, Thomas Moran4, Catherine Z Chen1, Luis Martinez-Sobrido2, Wei Zheng1. 1. National Center for Advancing Translational Sciences, 9800 Medical Center Drive, Rockville, Maryland 20850, United States. 2. Texas Biomedical Research Institute, 8715 West Military Drive, San Antonio, Texas 78227, United States. 3. Department of Immunology and Microbiology, IMM6, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States. 4. Icahn School of Medicine, Mt. Sinai, 1 Gustave L. Levy Place, New York, New York 10029, United States.
Abstract
Drug development for specific antiviral agents against coronavirus disease 2019 (COVID-19) is still an unmet medical need as the pandemic continues to spread globally. Although huge efforts for drug repurposing and compound screens have been put forth, only a few compounds are in late-stage clinical trials. New approaches and assays are needed to accelerate COVID-19 drug discovery and development. Here, we report a time-resolved fluorescence resonance energy transfer-based assay that detects the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid protein (NP) produced in infected cells. It uses two specific anti-NP monoclonal antibodies conjugated to donor and acceptor fluorophores that produce a robust ratiometric signal for high throughput screening of large compound collections. Using this assay, we measured a half maximal inhibitory concentration (IC50) for remdesivir of 9.3 μM against infection with SARS-CoV-2 USA/WA1/2020 (WA-1). The assay also detected SARS-CoV-2 South African (Beta, β), Brazilian/Japanese P.1 (Gamma, γ), and Californian (Epsilon, ε) variants of concern (VoC). Therefore, this homogeneous SARS-CoV-2 NP detection assay can be used for accelerating lead compound discovery for drug development and for evaluating drug efficacy against emerging SARS-CoV-2 VoC.
Drug development for specific antiviral agents against coronavirus disease 2019 (COVID-19) is still an unmet medical need as the pandemic continues to spread globally. Although huge efforts for drug repurposing and compound screens have been put forth, only a few compounds are in late-stage clinical trials. New approaches and assays are needed to accelerate COVID-19 drug discovery and development. Here, we report a time-resolved fluorescence resonance energy transfer-based assay that detects the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) nucleocapsid protein (NP) produced in infected cells. It uses two specific anti-NP monoclonal antibodies conjugated to donor and acceptor fluorophores that produce a robust ratiometric signal for high throughput screening of large compound collections. Using this assay, we measured a half maximal inhibitory concentration (IC50) for remdesivir of 9.3 μM against infection with SARS-CoV-2 USA/WA1/2020 (WA-1). The assay also detected SARS-CoV-2 South African (Beta, β), Brazilian/Japanese P.1 (Gamma, γ), and Californian (Epsilon, ε) variants of concern (VoC). Therefore, this homogeneous SARS-CoV-2 NP detection assay can be used for accelerating lead compound discovery for drug development and for evaluating drug efficacy against emerging SARS-CoV-2 VoC.
Severe acute
respiratory syndrome
coronavirus 2 (SARS-CoV-2) emerged in late 2019 and has been responsible
for the deadly global pandemic of coronavirus disease 2019 (COVID-19),
rivaled only by the “Spanish Flu” pandemic of 1918–1919
(40–50 million deaths) and the ongoing HIV/AIDS pandemic from
1981–present (25–30 million deaths) (Visualizing the
History of Pandemics, https://www.visualcapitalist.com/history-of-pandemics-deadliest/). As of June 2021, there have been over 168 million infection cases
and 3.5 million deaths due to COVID-19 and these tolls are increasing
daily.[1] Thought to have been transmitted
from animals to humans, the exact circumstances of the first infection
have not been determined, but evolutionary and comparative analysis
suggests a likely transmission from bats to pangolins to humans.[2,3] Although the rate of mutation in the viral genome is believed to
be lower than other viral pathogens, several variants of concern (VoC)
have become dominant strains in different locations around the world
such as the U.K. variant B.1.1.7 (Alpha, α), the South African
variant B.1.135 (Beta, β), the Brazilian/Japanese variant P.1
(Gamma, γ), the Indian variant B.1.617.2 (Delta, δ), and
the Californian variant B.1.427/B.1.429 (Epsilon, ε)[4] (WHO EPI-WIN, Update 60 https://www.who.int/teams/risk-communication/epi-win-updates). VoC are problematic because they contain mutations in the viral
spike (S) glycoprotein that enhance affinity to the host viral receptor
human angiotensin converting enzyme 2 (hACE2).[5,6] In
addition, neutralizing antibodies (NAbs) produced by the immune response
after natural infection or through vaccination have been shown to
be less effective against VoC containing mutations in key regions
of the S targeted by the NAbs.[7,8] Hence, there is a need
for rapid and accurate screen procedures to identify existing, or
novel, drugs against newly emerging SARS-CoV-2 VoC.Drug development
for specific antiviral agents that combat COVID-19
is still an unmet urgent task. Several safe and effective vaccines
have been approved and large-scale vaccination campaigns have already
taken place since early 2021.[9] However,
there will still be a need for a multipronged approach to manage COVID-19
cases as highlighted by the situation with influenza virus that is
responsible for a significant number of yearly infections associated
with significant morbidity and mortality despite safe and effective
vaccines being on place. Moreover, as long as there are large numbers
of infections anywhere in the world, the risk for another resurgence
of cases and emergence of virulent SARS-CoV-2 VoC remains high.Remdesivir, an RNA-dependent RNA polymerase (RdRP) inhibitor, is
currently the only drug approved for the treatment of hospitalized
COVID-19 patients.[10] One challenge for
remdesivir is that it needs to be administered intravenously.[11] In addition, the therapeutic efficacy of remdesivir
is also in question.[12−14] Therefore, effective antiviral agents are urgently
needed for treatment of COVID-19 patients.Optimized compound
screening assays are critically important for
early drug discovery and development. Currently, two main types of
assays are being used for compound screens in the COVID-19 drug development
area of research. One is a mechanistic approach directly targeting
SARS-CoV-2 proteins including 3CLpro,[15] PLpro,[16] RdRP,[17] and S-hACE2 binding.[18] Another approach
is utilizing phenotypic screens using cell-based functional assays
such as viral entry,[19,20] viral replication (replicon),[21] and live virus infection. The live SARS-CoV-2
assay is an important tool for compound screening and evaluation of
efficacy before advancing forward to in vivo model
efficacy studies. To date, assays including SARS-CoV-2 cytopathic
effect (CPE),[22] RT-PCR, and antigen immunostaining,
among others, have been used in compound screens and evaluation of
drug efficacy.[23] While the RT-PCR assay
does not have enough screening throughput, the SARS-CoV-2 CPE assay
may not identify all of the active compounds that inhibit SARS-CoV-2
replication in the screen because CPE is cell type-dependent and is
an indirect readout of viral infection.SARS-CoV-2 nucleocapsid
protein (NP) is a structural protein that
binds the positive strand viral genome within the nucleocapsid core.[24,25] Previously, we developed an AlphaLISA assay for the measurement
of SARS-CoV-2 NP as an indicator of virus replication in infected
cells.[26] We used the NP as a target viral
protein to develop a high throughput screening (HTS) assay that could
be used in a biosafety level 3 containment facility to identify promising
antiviral drugs targeting SARS-CoV-2 multiplication.[27] Targeting the more conserved and highly expressed NP instead
of the S would prevent detection failures due to newly emerging SARS-CoV-2
VoC with S mutations and increase sensitivity, respectively.In this work, we have developed a homogeneous time-resolved fluorescence
(HTRF) assay that relies on the time-resolved fluorescence resonance
energy transfer (TR-FRET) between a donor and acceptor fluorophore
when they are in close proximity and proper orientation relative to
each other.[28,29] To specifically detect the SARS-CoV-2
NP, we conjugated two NP-specific monoclonal antibodies (MAbs) to
either a donor or acceptor fluorophore that are brought into proximity
when NP is present. We developed a microplate assay using recombinant
NP added to cells, NP-transfected cells, and both tissue culture supernatants
(TCS) and cell lysates from infected cells. The homogeneous format
means that the whole well fluorescence emission ratio between the
acceptor and donor fluorophores is read without washing using a plate
reader with a TR-FRET module.The assay we have developed involves
a single step; it is easy
to use and scalable to HTS to identify SARS-CoV-2 antivirals. The
assay can identify drugs targeting any of the steps of SARS-CoV-2
life cycle, hence enabling screening efforts to identify drugs with
activity against emerging VoC.
Methods
Reagents
Vero
E6 cells [CRL-1586, Resource Research
Identifier (RRID): CVCL0574] were purchased from American Tissue Type
Collection. The following items were purchased from Corning TM: EMEM
(10-009-CV), HI fetal bovine serum (FBS) (35-016-VC, and 0.25% Trypsin
(25053CI). Pen/Strep (15140-122) was purchased from Gibco. Phosphate-buffered
saline (PBS) (SH30256FS) was purchased from HyClone. The following
items were purchased from Greiner Bio-One: white 384 well plate (781073),
white half area 96-well plate (675083), and white 96-well plate (655083).
The custom labeling of MAbs was performed by Columbia Biosciences.
Rabbit anti-NP SARS-CoV-2 antibodies R001 (40143-R001, RRID number:
AB_2827974), R004 (40143-R004, RRID number: AB_2827975), R019 (40143-R019,
RRID number: AB_2827973), and R040 (40143-R040, RRID number: AB_2827976)
were purchased from Sino Biological, and mouse anti-NP MAb 1C7C7 was
provided by Dr. Tomas Moran and purchased from Leinco (LT7000). The
following items were purchased from ThermoFisher: Goat anti-mouse
HRP (A16072), goat-anti rabbit HRP (A16104), West Femto substrate
(34094), Lipofectamine 2000 (11668019), and Optimem I Reduced Serum
Media (31985070). Triton X-100 (100×) was purchased from Sigma
Aldrich. The cOmplete ULTRA protease inhibitor (PI) (05892791001)
was purchased from Roche.
Antibody Matrixing
Four rabbit MAbs
and one mouse Mab
specific for SARS-CoV-2 NP were labeled with europium (donor Ab) or
DyLight650 (acceptor Ab). IgG antibodies R001, R004, R019, and R040
were raised against recombinant SARS-CoV nucleocapsid phosphoprotein
[NP (Sino Biological, 0143-V08B)] and expressed in HEK293 cells. Mouse
MAb 1C7 (1C7C7, IgG2a) was expressed in HEK293 using recombinant NP
as the immunogen. The labeled MAbs were then tested in HTRF assay,
in triplicate wells, using a cross-matrix assay format. The data are
presented as a median TR-FRET ratio (acceptor fluorescence/donor fluorescence
× 10,000).
Western Blot
After sodium dodecyl
sulphate–polyacrylamide
gel electrophoresis and Western blotting, the membranes were probed
with anti-NP MAbs R001 and 1C7 at 1:1000 diluted in Superblock Buffer
(ThermoFisher). Then antigen–antibody complexes were detected
using appropriate anti-species HRP conjugates and West Femto substrate.
Vero E6 Cell Culture
African green monkey kidney epithelial
cells (Vero E6; CRL-1586) were grown and maintained in Dulbecco’s
modified Eagle’s medium (DMEM) supplemented with 10% FBS and
1% PSG (100 U/mL penicillin, 100 μg/mL streptomycin,
and 2 mM l-glutamine) at 37 °C with 5% CO2.
Assay Condition Optimization Using Recombinant NP
The
best pair of donor and acceptor, R001-Eu (donor) and 1C7-DL650 (acceptor),
was used to evaluate assay performance in cell culture media with
and without cells. Recombinant untagged NP starting at 1500 ng/mL
was serially diluted twofold 11 times to produce the standard curve.
NP was diluted in media, and 20 μL was added to the wells followed
by 10 μL of the 3× HTRF donor and acceptor diluted in 1.5%
Triton X-100 and PI in the ratios indicated in Figure for a total assay volume of 30 μL.
In another 384-well plate, 15 μL of Vero E6 cells was plated
and incubated overnight (O/N) prior to addition of 5 μL of 4×
NP in media and 10 μL of 3× HTRF reagents in Triton X-100
with PI for a total assay volume of 30 μL. Plates were incubated
with reagents for either 1 h at RT or O/N at 4 °C. The TR-FRET
ratio was measured at the end of each incubation time. Briefly, the
337 nm/620 nm excitation/emission and 337 nm/665 nm excitation/emission
were measured using the dual emission HTRF optical module on the Pherastar
(BMG Labtech). The ratio of emissions (665 nm/620 nm) was calculated
and multiplied by 10,000.
Figure 2
Optimization of the donor to acceptor ratio, concentration,
and
incubation time using media or Vero E6 cells. TR-FRET ratio signal
(acceptor/donor) detection using R001-Eu and 1C7-DL650 as the donor
(D) and acceptor (A) pair, respectively. SARS-CoV-2 NP was used to
generate the 11-point standard curve starting from 1500 ng/mL serially
diluted 1:2. HTRF reagents were incubated with NP in cell culture
media only (A,B) or in media with 5000 Vero E6 cells (C,D) for either
1 h at RT or O/N at 4 °C. N = 3 wells per condition
in a 384-well plate. Error bars indicate S.D.
Preparation of Viral Lysates and TCS Production
Vero-E6
cells were plated in 12-well plates at 450,000 cells/well in 1.25
mL of growth media. Cells were incubated for 24 h at 37 °C. A
250 μL aliquot of SARS-CoV-2 [USA-WA1/2020 strain (Gen Bank:
MN985325.1)] was used at a multiplicity of infection (MOI) of 0.05.
Cells were inoculated for 45 min at 37 °C. The supernatant was
collected and pooled for 0 h TCS (Mock). A final concentration of
0.5% Triton-X 100 and 1× PI was used for all samples. TCS samples
were stored at −20 °C until needed. Next, 1.5 mL of fresh
media was added to each well, and cells were incubated for 24and 48
h at 37 °C. Six wells were harvested at each time point. The
supernatant was collected from 6 wells each at 24 and 48 h. Samples
were pooled for Mock, 24 or 48 h TCS. Samples were stored at −20
°C until needed. Lysate was collected from 6 wells each at 24
and 48 h. Cells were rinsed once with ice-cold PBS, and 250 μL/well
of cell lysis buffer + PI was added to lyse cells. PI was added to
the lysis buffer before lysing cells. Cells were scraped to the bottom
of the well, and pooled lysates were collected into 1.5 mL tubes on
ice. Tubes were vortexed for 10 s and placed on ice for 10 min. This
was repeated three times. Lysates were spun down for 30 min at 13200
rpm at 4 °C and stored at −20 °C until further use.Estimates of viral NP concentrations in infected TCS and cell lysate
were conducted using standard curve interpolation within the linear
range.
Testing TCS and Cell Lysates from Infected Vero E6 Cells
This TR-FRET NP assay was evaluated for performance using Vero E6
TCS and lysate in 384 well plates. Lysates and TCS were diluted in
PBS + Triton-X 100 + PIs 1:15 (1×) followed by threefold dilutions.
Plates were incubated for either 1 h at RT or O/N at 4 °C. The
TR-FRET ratio was measured at the end of each incubation time.
Evaluating
384-Well Plate Assay Robustness
Whole-plate
statistics were calculated using recombinant NP at a concentration
of 500 ng/mL in Vero E6 cells. 15 μL of 5000 Vero E6 cells was
seeded into 384-well plates and incubated O/N. Reagents were added
using a fully automated Thermo Fisher Combi Multidrop liquid dispenser.
5 μL of cell culture media with or without NP was added to columns
3–24 and columns 1–2, respectively. Next, 10 μL
of 3× HTRF reagents was diluted in Triton X-100 with PI for a
total assay volume of 30 μL. The TR-FRET ratio was measured
at the end of each incubation time. Z-factor, coefficients of variation
(CV), and signal to background (S/B) were calculated for the entire
plate.
Transfection of NP into Vero E6 Cells
DNA coding sequences
corresponding to SARS-CoV-2 NP were amplified from genomic RNA from
SARS-CoV-2, isolate USA-WA1/2020 (BEI Resources, catalog no. NR-52285)
using primer sets 5SacINP (5′- CACTGAGCTCATGTTTGTTTTTCTTGTTTTATTG-3′)
and 3SmaINP (3′- CACTCCCGGGTGTGTAATGTAATTTGACTCCTTT-5′).
PCR fragments were digested with SacI and SmaI and cloned into SacI-
and SmaI-digested pCAGGS plasmid containing a C-terminal HA epitope
tag (pCAGGS NP-HA).20 μL of 15,000 Vero E6 cells per
well was seeded into half-area 96-well plates and incubated O/N at
37 °C, 5% CO2. A plasmid encoding for SARS-CoV-2 NP
(pCAGGS NP-HA) was transfected into the cells using Lipofectamine
2000 according to manufacturer’s recommendations (starting
concentration 100 ng of plasmid and twofold serial dilutions). Cells
were incubated with plasmid and Lipofectamine 2000 for 4-6h before
replacing media with DMEM containing 2% FBS. Cells were incubated
O/N at 37 °C, 5% CO2 to express NP in a volume of
20 μL. After 24 h, 10 μL of 3× HTRF reagents diluted
in 1.5% Triton X-100 with PI were added to cells and incubated for
1 h at RT or O/N at 4 °C. The TR-FRET ratio was measured at the
end of each incubation time.
Live Virus Testing in Vero
E6 Cells
A reverse time
course was used to infect cells. Briefly, 20 μL of Vero E6 cells
was seeded into half-area 96-well plates at 8500, 6000, and 4500 cells/well
for the 48, 24, and 12 h infection durations, respectively, and incubated
O/N at 37 °C, 5% CO2. 4500 cells/well were also used
for the 0 h infection duration and the standard curve. Media was removed
the next day, and 20 μL/well of threefold serial dilutions (starting
MOI 0.25) of SARS-CoV-2 USA-WA1/2020 (BEI Resources, NR-52281) was
used. Upon completion of the reverse time course, 10 μL of 3×
HTRF reagents diluted in 1.5% Triton X-100 with PI was added to cells
and incubated for 1 h at RT or O/N at 4 °C. The TR-FRET ratio
was measured at the end of each incubation time.
Demonstrating
Antiviral Efficacy Using Remdesivir
20
μL of Vero E6 cells was seeded into half-area 96-well plates
at 8500 cells/well and incubated O/N at 37 °C, 5% CO2. Cells were infected with 10 μL of SARS-CoV-2 USA-WA1/2020
in infection medium (DMEM with 2% FBS) at an MOI of 0.009, and cells
were simultaneously treated with 10 μL of threefold serial dilutions
(starting concentration of 100 μM) of remdesivir or 0.1% dimethyl
sulfoxide as a vehicle control. After 24 h, 10 μL of 3×
HTRF reagents diluted in 1.5% Triton X-100 with PI was added to cells
and incubated for 1 h at RT or O/N at 4 °C. The TR-FRET ratio
was measured at the end of each incubation time.
Detecting
VoC
A reverse time course was used to infect
cells. 20 μL of Vero E6 cells was seeded into half-area 96-well
plates at 8500 cells/well for 24 h and 6000 cells/well for 12, 8,
4, and 0 h infection durations as well as the standard curve and incubated
O/N at 37 °C, 5% CO2. Media was removed the next day,
and cells were infected with 20 μL/well of threefold serial
dilutions (starting MOI 0.25) of SARS-CoV-2 isolates USA-WA1/2020,
SARS-CoV-2/human/USA/CA-UCSF-0001C/2020 (UCSF, a gift from Dr. Charles
Chiu, hCoV-19/Japan/TY7-501/2021 (BEI Resources, NR-54981), or hCoV-19/South
Africa/KRISP-EC-K005321/2020 (BEI Resources, NR-54008) in infection
medium (DMEM with 2% FBS) for each indicated time point. 10 μL
of 3× HTRF reagents diluted in 1.5% Triton X-100 with PI was
added to cells and incubated for 1 h at RT or O/N at 4 °C. The
TR-FRET ratio was measured at the end of each incubation time.
NP Amino
Acid Sequence Alignment
Nucleotide sequences
of viral strains, SARS-CoV-2 isolate USA-WA1/2020 (accession number
EPI_ISL_404895), Beta (EPI_ISL_678625), Gamma (EPI_ISL_833366), and
Epsilon (EPI_ISL_2712562) were downloaded from GISAID.[30] EPI_ISL_2712562 only used for alignment contains
the same mutations in NP as SARS-CoV-2/human/USA/CA-UCSF-0001C/2020
used in this study. Nucleotide sequences were translated to amino
acid sequences using ExPASY online software,[31] and the codon frame that contained the full NP was copied to ClustalO
(1.2.4)[32] for multiple sequence alignment.
Portions of the sequences that contained mutations were extracted
and compared.
Statistical Analysis
Nonlinear regression
was used
to generate the curve fits. S/B calculations were made using the ratio
of the TR-FRET signal at time X and the signal at
time 0. For TCS and lysate NP concentration interpolation, an asymmetric
sigmoidal 5PL model was used. Graphpad Prism V9.1.0 was used to generate
all graphs. BioRender was used to generate the illustration in Figure A.
Figure 1
Selection of the optimal
donor/acceptor antibody pair. (A) Illustration
of the HTRF assay for SARS-CoV-2 NP showing the Eu donor-conjugated
primary MAb and DL650 acceptor-conjugated primary MAb detecting SARS-CoV-2
and enabling FRET. (B) Five MAbs specific for SARS-CoV-2 NP labeled
with europium (donor Ab) or DyLight650 (acceptor Ab). The labeled
MAbs were then tested in HTRF assay, in triplicate wells using a cross-matrix
assay format. The presented data are median TR-FRET counts (acceptor
fluorescence/donor fluorescence X 10,000). The MAb pair (R001-Eu/1C7-DyLight650)
showed the highest specific signal and was selected for further assay
development.
Selection of the optimal
donor/acceptor antibody pair. (A) Illustration
of the HTRF assay for SARS-CoV-2 NP showing the Eu donor-conjugated
primary MAb and DL650 acceptor-conjugated primary MAb detecting SARS-CoV-2
and enabling FRET. (B) Five MAbs specific for SARS-CoV-2 NP labeled
with europium (donor Ab) or DyLight650 (acceptor Ab). The labeled
MAbs were then tested in HTRF assay, in triplicate wells using a cross-matrix
assay format. The presented data are median TR-FRET counts (acceptor
fluorescence/donor fluorescence X 10,000). The MAb pair (R001-Eu/1C7-DyLight650)
showed the highest specific signal and was selected for further assay
development.
Results
Selection of
Donor and Acceptor MAb Pairs for the TR-FRET NP
Assay
We sought to develop a precise, reproducible, scalable,
and easy-to-use assay to detect infection and replication of SARS-CoV-2
under conditions compatible with HTS. We selected SARS-CoV-2 NP as
the target viral protein to be a direct readout of viral infection
and replication. We chose a FRET-based strategy using the popular
HTRF system consisting of a donor and acceptor fluorophore conjugated
to two SARS-CoV-2 NP MAbs, as these detection reagents offer high
sensitivity and dynamic range to make HTS possible. The detection
system consisted of the lanthanide fluorophore europium cryptate (Eu
donor) conjugated to one NP MAb and the acceptor fluorophore DyLight
650 (DL650 acceptor) conjugated to a second NP MAb (Figure A). In the absence of SARS-CoV-2
NP, the distance and orientation of the donor and acceptor are incompatible
with energy transfer, whereas in the presence of NP, the proximity
of the donor and acceptor is close enough to allow FRET to occur.
Laser excitation of Eu at 320 nm induces an emission at 620 nm. With
energy transfer from the Eu donor, the DL650 acceptor produces an
emission at 665 nm. The ratio of acceptor to donor emission intensity
(665 nm/620 nm) upon excitation at 320 nm is calculated as the TR-FRET
signal that correlates positively with the amount of NP present. In
the absence of NP, the ratio is smaller and any signal present is
considered background signal produced by random interactions between
the donor and acceptor.We tested several combinations of primary
SARS-CoV-2 NP MAbs, and the greatest TR-FRET signal was produced by
R001 coupled to the Eu donor and 1C7 coupled to the DL650 acceptor
(Figure B). This combination
was selected for further development. Both MAbs detected SARS-CoV-2
NP, as shown by Western Blot (Supporting Information Figure S1).
Evaluation of Assay Performance for Detection
of Recombinant
SARS-CoV-2 NP
We evaluated cell culture media, the presence
of cells, reagent incubation time, the ratio of donor to acceptor,
and the concentration of reagents on the TR-FRET ratio and S/B ratio
in the presence of recombinant NP. In media alone with a 1 h incubation
of reagents, a concentration of 1 nM donor and 2 nM acceptor produced
the greatest TR-FRET ratio, was more sensitive at lower concentrations
of NP, produced the largest S/B, but started to plateau at the highest
concentrations of NP. The maximum ratio achieved at the highest concentration
of NP (1500 ng/mL) was comparable between all reagent combinations
(Figure A).Optimization of the donor to acceptor ratio, concentration,
and
incubation time using media or Vero E6 cells. TR-FRET ratio signal
(acceptor/donor) detection using R001-Eu and 1C7-DL650 as the donor
(D) and acceptor (A) pair, respectively. SARS-CoV-2 NP was used to
generate the 11-point standard curve starting from 1500 ng/mL serially
diluted 1:2. HTRF reagents were incubated with NP in cell culture
media only (A,B) or in media with 5000 Vero E6 cells (C,D) for either
1 h at RT or O/N at 4 °C. N = 3 wells per condition
in a 384-well plate. Error bars indicate S.D.After O/N incubation, a hook effect appears with the lower concentration
of reagents at the highest concentration of NP, suggesting an upper
limit of detection between 750 and 1500 ng/mL of NP. The hook effect
is defined as a signal decrease due to saturating antigen concentrations
that prevent binding of both donor- and acceptor-linked antibodies
to the same antigen molecule. 1 nM donor and 2 nM acceptor was saturated
at 1500 ng/mL of NP, but exhibited high S/B (Figure B and Supporting Information Figure S2). In contrast with the low concentration combinations,
the high concentrations of reagents did not saturate, suggesting a
higher upper limit of detection than 1500 ng/mL of NP.In the
presence of cells, S/B was elevated (Figure C,D and Supporting Information Figure S2) compared to media alone. The overall greatest S/B was
achieved with 1 nM donor and 2 nM acceptor (Supporting Information Figure S2), although the hook effect was more apparent
for the low concentrations of reagent. The balance of sensitivity
(lower limit) and dynamic range (upper limit) with S/B is an important
consideration when choosing the conditions that are optimal for viral
detection. The combination of 1 nM donor and 2 nM acceptor produces
acceptable ratios with good sensitivity, while reducing reagent consumption,
but has a reduced upper limit of detection.
Evaluation of NP Detection
in SARS-CoV-2-Infected TCS and Cell
Lysates
We next evaluated the assay performance in TCS and
whole cell lysates of Vero E6 cells infected with SARS-CoV-2 USA-WA1/2020
strain for 24 or 48 h using mock-infected cells as negative control.
Using 1 nM donor and 2 nM acceptor, the TR-FRET ratio was greatest
with cell lysate, but a low level signal was detected in TCS as well
(Figure A–D
and Supporting Information Figure S3).
Interestingly, the sensitivity of NP detection in these samples increased
with O/N incubation as evidenced by the increased TR-FRET ratios and
hook effect at lower dilutions of lysate (Figure C,D and Supporting Information Figure S3). Using standard curve interpolation of the O/N incubation
TR-FRET values, NP concentrations of 70.9 ± 12.3 and 1050 ±
12.3 ng/mL in TCS after 24 and 48 h were observed, respectively. The
lysates exhibited larger NP concentrations of 16,380 ± 1290 and
59,520 ± 957 ng/mL after 24 and 48 h infection, respectively
(Figure D). The data
indicated that both recombinant and nascent NP produced in cells after
viral infection could be detected by our TR-FRET assay.
Figure 3
Detecting SARS-CoV-2
NP from Vero E6 TCS and cell lysate. TCS and
cell lysate were collected from Vero E6 cells after infection with
SARS-CoV-2 USA-WA1/2020 strain for 24 or 48 h. The TR-FRET ratio from
TCS (A,C) and cell lysates (B,D) after incubating with reagents for
1 h at RT or O/N at 4 °C. TCS was diluted 1:3, and cell lysate
was first diluted 15-fold followed by 1:3 dilutions. N = 3 wells in a 384-well plate. Error bars indicate S.D.
Detecting SARS-CoV-2
NP from Vero E6 TCS and cell lysate. TCS and
cell lysate were collected from Vero E6 cells after infection with
SARS-CoV-2 USA-WA1/2020 strain for 24 or 48 h. The TR-FRET ratio from
TCS (A,C) and cell lysates (B,D) after incubating with reagents for
1 h at RT or O/N at 4 °C. TCS was diluted 1:3, and cell lysate
was first diluted 15-fold followed by 1:3 dilutions. N = 3 wells in a 384-well plate. Error bars indicate S.D.
Assessing HTS Readiness of the Assay
To evaluate the
suitability of the assay for HTS, we seeded Vero E6 cells into 384-well
plates using an automated liquid handler (ThermoFisher Multidrop Combi)
and dispensed 500 ng/mL of recombinant NP into columns 2–24
(Figure ). Columns
1–2 were used as a negative control. After addition of 1 nM
donor and 2 nM acceptor, the plate was read at 1 h and after O/N incubation
at 4 °C. The assay performance was excellent with CV below 5%,
an S/B above 36, and a Z-factor at or above 0.90.
O/N incubation increased S/B to 50.7, compared to 36.6 after 1 h incubation,
and also decreased the CV and improved the Z-factor.
Figure 4
384-well
plate statistics using spiked NP in Vero E6 cells. Vero
E6 cells grown in a 384-well plate at 5000 cells per well were spiked
with 0 or 500 ng/mL of SARS-CoV-2 NP and incubated with HTRF reagents
for 1 h at RT (A,B) or O/N at 4 °C (C,D). Columns 1 and 2 contained
no NP and acted as a simulated positive control for uninfected cells.
Columns 3 to 24 contained 500 ng/mL of SARS-CoV-2 NP. Each column
contains 16 wells. Each point represents one well. The inset shows
the calculated plate statistics.
384-well
plate statistics using spiked NP in Vero E6 cells. Vero
E6 cells grown in a 384-well plate at 5000 cells per well were spiked
with 0 or 500 ng/mL of SARS-CoV-2 NP and incubated with HTRF reagents
for 1 h at RT (A,B) or O/N at 4 °C (C,D). Columns 1 and 2 contained
no NP and acted as a simulated positive control for uninfected cells.
Columns 3 to 24 contained 500 ng/mL of SARS-CoV-2 NP. Each column
contains 16 wells. Each point represents one well. The inset shows
the calculated plate statistics.
SARS-CoV-2 NP TR-FRET Assay Detects Live Virus Infection in
Vero E6 Cells
To assess whether our assay reagents were able
to access viral NP produced in SARS-CoV-2-infected live cells, we
first transfected Vero E6 cells with different amounts of an NP expression
plasmid for 24 h (Supporting Information Figure S4), followed by addition of HTRF reagents at high and low
concentrations and incubation for either 1 h or O/N at 4 °C.
After 1 h, the low concentration was more sensitive, and the high
concentration produced larger TR-FRET ratio values with higher amounts
of plasmid. O/N incubation shifted the curves leftward, increasing
assay sensitivity and S/B.We then tested this NP TR-FRET assay
using SARS-CoV-2-infected Vero-6 cells (Figure A). Production of SARS-CoV-2 NP in infected
cells can be experimentally modulated by adjusting the MOI and infection
time. To determine optimal assay conditions for the detection of SARS-CoV-2
NP in live cells, we seeded Vero E6 cells in 96-well plates and infected
them with the SARS-CoV-2 USA-WA1/2020 for 48, 24, 12, and 0 h (Figure A). We used 1:2 ratios
of the donor and acceptor and tested high (5 nM D:10 nM A) and low
concentrations of reagents (1 nM D:2 nM A) with 1 h and O/N incubation.
At 0 h, an MOI between 0.0003 and 0.0001 started producing a detectable
signal above the background that was caused by the NP present in the
virus inoculum (Figure B). The low concentrations of reagents were more sensitive at lower
MOIs, but the high concentrations produced the larger TR-FRET signal
at a higher MOI. The high concentrations of reagents exhibited a hook
effect at a higher MOI than the low concentrations of reagents. At
12 h, the MOI–response curves shifted leftward toward lower
MOI, suggesting that the virus was replicating and producing more
NP (Figure C). At
24 h, the low concentrations of reagents could no longer accommodate
the high levels of NP produced at high MOI and low MOI had greater
variability (Figure D). The high concentration of reagents more accurately detected the
NP produced in viral infected Vero E6 cells, and the hook effect was
observed at MOI greater than 0.003. At 48 h, the viral NP concentration
was saturated at all MOIs and could not be accurately detected (Figure E). The standard
curve was added for reference (Figure F). Thus, an MOI of 0.009 for SARS-CoV-2 infection
followed by a 24 h incubation and 5 nM donor with 10 nM acceptor was
chosen as an optimized assay condition for the following experiments.
Figure 5
HTRF assay
detects NP produced by live virus infection of Vero
E6. The TR-FRET ratio for SARS-CoV-2 NP detected in Vero E6 infected
with the SARS-CoV-2 USA-WA1/2020 strain at different MOIs starting
at 0.25 and diluted 1:3 based on a reverse time course protocol for
(A) 0 h (B), 12 h (C), 24 h (D), or 48 h (E). The standard curve (F)
with assay conditions equal to the 48h time point. Plates were incubated
with NP HTRF reagents for 1 h at RT or O/N at 4 °C. N = 3 wells in a half-area 96-well plate. Error bars indicate S.D.
HTRF assay
detects NP produced by live virus infection of Vero
E6. The TR-FRET ratio for SARS-CoV-2 NP detected in Vero E6 infected
with the SARS-CoV-2 USA-WA1/2020 strain at different MOIs starting
at 0.25 and diluted 1:3 based on a reverse time course protocol for
(A) 0 h (B), 12 h (C), 24 h (D), or 48 h (E). The standard curve (F)
with assay conditions equal to the 48h time point. Plates were incubated
with NP HTRF reagents for 1 h at RT or O/N at 4 °C. N = 3 wells in a half-area 96-well plate. Error bars indicate S.D.SARS-CoV-2 NP TR-FRET assay was used to assess
the effect of remdesivir
on NP levels in SARS-CoV-2-infected Vero E6 cells.To assess
the utility of our assay to determine the potencies of
antiviral drugs, we examined the effect of remdesivir on NP levels
in SARS-CoV-2-infected Vero E6 cells. For this, we treated SARS-CoV-2
USA-WA1/2020-infected (MOI 0.009) Vero E6 cells with remdesivir at
the time of infection (Figure A). After 24 h, 5 nM donor and 10 nM acceptor were added to
the cells and the TR-FRET ratio was measured after 1 h and O/N incubation.
We observed a half maximal inhibitory concentration (IC50) of 9.3 and 9.5 μM with 1 h and O/N incubation, respectively
(Figure B). The standard
curve was added for reference (Figure C). Remdesivir completely inhibited SARS-CoV-2 replication
as determined by the very low TR-FRET ratio at the highest concentration
of drug. Residual NP from the initial inoculation likely accounted
for a low amount of signal seen at the highest concentration of drug.
Figure 6
NP HTRF
assay confirmation of remdesivir inhibition of SARS-CoV-2
replication. The TR-FRET ratio for SARS-CoV-2 NP in Vero E6 infected
with the SARS-CoV-2 USA-WA1/2020 strain at an MOI of 0.009 based on
protocol (A) for 24 h (B). Remdesivir was added at a starting concentration
of 100 μM and serially diluted 1:3. The standard curve (C) using
recombinant SARS-CoV-2 NP. Plates were incubated with NP HTRF reagents
for 1 h at RT or O/N at 4 °C. N = 3 wells in
a half-area 96-well plate. Error bars indicate S.D.
NP HTRF
assay confirmation of remdesivir inhibition of SARS-CoV-2
replication. The TR-FRET ratio for SARS-CoV-2 NP in Vero E6 infected
with the SARS-CoV-2 USA-WA1/2020 strain at an MOI of 0.009 based on
protocol (A) for 24 h (B). Remdesivir was added at a starting concentration
of 100 μM and serially diluted 1:3. The standard curve (C) using
recombinant SARS-CoV-2 NP. Plates were incubated with NP HTRF reagents
for 1 h at RT or O/N at 4 °C. N = 3 wells in
a half-area 96-well plate. Error bars indicate S.D.
SARS-CoV-2 NP HTRF Assay Detects VoC
Mutations in response
to selective pressures driving SARS-CoV-2 evolution are heavily weighted
toward the viral S protein because of its importance in cell entry
and evasion of immune responses. Given that our assay depended on
the detection of NP, highly mutated NPs may prevent MAb binding and
would jeopardize the use of the assay. To examine whether this represented
a problem for the detection of SARS-CoV-2 VoC, we infected Vero E6
cells with the SARS-CoV-2 USA-WA1/2020, Beta, Gamma, and Epsilon variants,
which contained mutations in the S glycoprotein and NP, for 24, 12,
8, 4, and 0 h (Figure A, Supporting Information Figure S5).
We aligned the NP amino acid sequences (GISAID database) from the
viruses used in this study and found several mutations including P80R
(Gamma), R203K (Gamma, Epislon), G204R (Gamma), T205I (Beta, Gamma),
and M234I (Epsilon) (Supporting Information Figure S5). At the end of the reverse time course, 5 nM donor and
10 nM acceptor were added to the wells and incubated O/N at 4 °C.
The TR-FRET readings suggested that the assay could detect the VoC
with the S glycoprotein mutations and could accommodate differences
in the NP amino acid sequence as well. The increase in the TR-FRET
ratio was first observed at 8 h, and the curve was further shifted
leftward at 12 and 24 h, indicating increasing amounts of NP production
with a lower MOI (Figure B–F). The standard curve was added for reference (Figure G). Interestingly,
SARS-CoV-2 USA-WA1/2020 had the largest TR-FRET ratio at early timepoints
and at later timepoints exhibited the hook effect with high MOIs.
The VoC exhibited low, but detectable TR-FRET ratios at early timepoints,
and the hook effect was less apparent with the three VoC at high MOIs.
Altogether, the results suggested that the assay could be used to
detect SARS-CoV-2 VoC and has the potential to be used in HTS to identify
potent antiviral compounds and biologics against these and potentially
future SARS-CoV-2 VoC.
Figure 7
NP HTRF assay detects Beta, Gamma, and Epsilon VoC. The
TR-FRET
ratio for SARS-CoV-2 NP in Vero E6 infected with the USA-WA1/2020
Beta, Gamma, and Epsilon strains using protocol (A) at MOIs starting
at 0.25 and diluted 1:3 for 0 h (B), 4 h (C), 8 h (D), 12 h (E), and
24 h (F). The standard curve (G) with assay conditions equal to the
24 h time point. Assay completed with a reverse time course protocol;
O/N incubation at 4 °C with HTRF reagents (5 nM D/10 nM A). N = 3 wells in a half-area 96-well plate. Error bars indicate
S.D.
NP HTRF assay detects Beta, Gamma, and Epsilon VoC. The
TR-FRET
ratio for SARS-CoV-2 NP in Vero E6 infected with the USA-WA1/2020
Beta, Gamma, and Epsilon strains using protocol (A) at MOIs starting
at 0.25 and diluted 1:3 for 0 h (B), 4 h (C), 8 h (D), 12 h (E), and
24 h (F). The standard curve (G) with assay conditions equal to the
24 h time point. Assay completed with a reverse time course protocol;
O/N incubation at 4 °C with HTRF reagents (5 nM D/10 nM A). N = 3 wells in a half-area 96-well plate. Error bars indicate
S.D.
Discussion
For
early drug discovery and development, compound screening assays
such as the one described herein are critical for lead identification
and evaluation of molecules for further development. In this work,
we demonstrated the robust and reliable detection of SARS-CoV-2 NP
using the TR-FRET assay format in live virus-infected cells. This
was further validated by the confirmation of efficacy of the well-characterized
reference compound remdesivir. We also demonstrated that this assay
can also be used to measure virus replication and could be used in
the future to evaluate activities of antiviral agents against emergent
SARS-CoV-2 VoC.This TR-FRET assay employs two specific MAbs
to detect SARS-CoV-2
NP. Because the TR-FRET signals are produced when both MAbs bind to
the same NP, the assay specificity is usually high. The use of time-resolved
fluorescence instead of flash fluorescence significantly increases
assay sensitivity and reduces false positives in HTS due to compound
autofluorescence. The ratiometric readout reduces well-to-well variations
in assay plates that may be caused by different cell densities or
reagent dispensing errors.This assay development work reveals
several key insights into the
appropriate detection of SARS-CoV-2 NP produced during viral replication
in host cells. One important aspect is the balance between sensitivity
at the lower limit of detection, the dynamic range at the upper limit
of detection, and the S/B that vary depending on the cell number,
MOI, and incubation time after the virus infection. At very low MOI,
the number of viral particles added to each well can be more variable
than at high MOI, where more virus particles per unit volume are evenly
distributed to host cells. In this TR-FRET assay, the signal positively
correlates with MOI or incubation time after virus inoculation because
of the expression of SARS-CoV-2 NP. At high MOI, the hook effect may
become prominent because NP is expressed at higher levels. Because
the concentrations of two labeled MAbs are fixed, the TR-FRET signal
reaches a maximal value and then decreases with the further increases
of MOI or incubation time due to high antigen (NP) concentrations
that prevent binding of both the donor and acceptor to the same antigen
molecule. This unusual effect of reduced TR-FRET signals at a higher
MOI and longer incubation times (more viral replication cycles occur)
is caused by the hook effect, but can be avoided with assay optimization
that identifies an optimized assay condition. In this assay, an MOI
of 0.009 and 24 h infection time produced a clean MOI–FRET
ratio curve when using the high 1:2 concentration of donor to acceptor.
However, other concentrations and ratios may work better in different
contexts such as different types of cells and different SARS-CoV-2
strains. For HTS, reagent conservation is key to keeping assay costs
down and increasing the number of compounds to be screened. We demonstrated
that relatively low concentrations of reagents produced a robust assay
signal for an HTS campaign.In comparison with our previously
developed AlphaLISA assay, the
AlphaLISA assay is more sensitive and can detect NP at single digit
ng/mL with the conditions that we tested. This is advantageous when
the concentration of NP is within this range such as early timepoints
during infection or when using cell lines that may be less permissive
to viral infection and replication. The HTRF assay performance loses
sensitivity at concentrations lower than 100 ng/mL. However, saturation
of the signal and the hook effect occur at higher concentrations of
NP for HTRF than for AlphaLISA. This is advantageous when high amounts
of NP need to be detected. Because assay requirements and conditions
may vary, AlphaLISA or HTRF may be more suitable in certain conditions.
Thus, the assay format should be carefully considered.We wanted
to enable the detection of SARS-CoV-2 in cell culture
for HTS in BSL-3 facilities and developed complementary technologies
for two main reasons. First, not all research groups will have HTRF
or AlphaLISA detection technologies. Producing both assays broadens
the relevance of our work to a larger audience. Second, the assay
technologies can be used as confirmation screens for one another if
one is used as a primary screen. Two assays using different readouts
reporting the same result provides a substantial level of confidence
that the hit is not an artifact. Comparing the assay formats, AlphaLISA
depends on a singlet oxygen to be produced and some compounds may
block the AlphaLISA reaction from taking place. On the other hand,
the HTRF reagent on the other hand may suffer compound properties
that could interfere with the FRET between the donor and acceptor
fluorophores. The HTRF assay can be used as a simultaneous add and
read assay, while AlphaLISA depends on a sequential addition of the
assay components. The drug discovery toolkit benefits researchers
when it is versatile and can be applied to different situations.The differences we observed in the detection of NP from the different
VoC are interesting and could be due to several factors. First, the
tropism of a virus for a particular cell line can be enhanced by adapting
the virus to the cell line.[33] Differences
in the number of passages of different virus strains may cause the
variations compared to the SARS-CoV-2 USA-WA1/2020 strain that we
used in this study. Another possibility is that the NP produced by
different VoC may have mutations that lead to different binding affinities
of labeled MAbs used in this assay, causing changes in the FRET between
the donor and acceptor.[34−36] An analysis of the mutations
suggests minimal changes to the NP for these mutants with one P80R
mutation in the nucleotide binding region in the N-terminal domain
of Gamma. The other mutations are all in disordered regions of the
middle of the protein. Nonetheless, each SARS-CoV-2 VoC was detected
and exhibited both a time-dependent and MOI-dependent increase in
the TR-FRET ratio, enabling researchers to utilize this assay for
the evaluation of antiviral agent efficacies against VoC, as well
as HTS campaigns to identify new antiviral compounds. Compounds that
are pan-active against SARS-CoV-2 VoC would be the most attractive
candidates for further development.In contrast to previously
described CPE assays for SARS-CoV-2-infected
cells, which depend on a cell-killing effect, the TR-FRET assay we
described in the present paper measures NP produced in cells with
active SARS-CoV-2 replication, without being dependent on cell death.
Thus, this assay may be more biologically relevant because not all
cell types are killed by SARS-CoV-2.[22,37] The CPE may
not be seen in all human cells in vivo. It should
be noted that only a small portion of the hits found in an HTS using
the TR-FRET-based Zika virus nonstructural protein 1 assay was confirmed
by CPE assay (unpublished data). We believe that this TR-FRET SARS-CoV-2
NP assay will have a broad application in BSL-3 settings for lead
compound identification in HTS and evaluations of antiviral therapeutics
in emerging VoC.
Authors: Jessica A Plante; Yang Liu; Jianying Liu; Hongjie Xia; Bryan A Johnson; Kumari G Lokugamage; Xianwen Zhang; Antonio E Muruato; Jing Zou; Camila R Fontes-Garfias; Divya Mirchandani; Dionna Scharton; John P Bilello; Zhiqiang Ku; Zhiqiang An; Birte Kalveram; Alexander N Freiberg; Vineet D Menachery; Xuping Xie; Kenneth S Plante; Scott C Weaver; Pei-Yong Shi Journal: Nature Date: 2020-10-26 Impact factor: 49.962
Authors: Quinlin M Hanson; Kelli M Wilson; Min Shen; Zina Itkin; Richard T Eastman; Paul Shinn; Matthew D Hall Journal: ACS Pharmacol Transl Sci Date: 2020-11-17
Authors: Hongchao Pan; Richard Peto; Ana-Maria Henao-Restrepo; Marie-Pierre Preziosi; Vasee Sathiyamoorthy; Quarraisha Abdool Karim; Marissa M Alejandria; César Hernández García; Marie-Paule Kieny; Reza Malekzadeh; Srinivas Murthy; K Srinath Reddy; Mirta Roses Periago; Pierre Abi Hanna; Florence Ader; Abdullah M Al-Bader; Almonther Alhasawi; Emma Allum; Athari Alotaibi; Carlos A Alvarez-Moreno; Sheila Appadoo; Abdullah Asiri; Pål Aukrust; Andreas Barratt-Due; Samir Bellani; Mattia Branca; Heike B C Cappel-Porter; Nery Cerrato; Ting S Chow; Najada Como; Joe Eustace; Patricia J García; Sheela Godbole; Eduardo Gotuzzo; Laimonas Griskevicius; Rasha Hamra; Mariam Hassan; Mohamed Hassany; David Hutton; Irmansyah Irmansyah; Ligita Jancoriene; Jana Kirwan; Suresh Kumar; Peter Lennon; Gustavo Lopardo; Patrick Lydon; Nicola Magrini; Teresa Maguire; Suzana Manevska; Oriol Manuel; Sibylle McGinty; Marco T Medina; María L Mesa Rubio; Maria C Miranda-Montoya; Jeremy Nel; Estevao P Nunes; Markus Perola; Antonio Portolés; Menaldi R Rasmin; Aun Raza; Helen Rees; Paula P S Reges; Chris A Rogers; Kolawole Salami; Marina I Salvadori; Narvina Sinani; Jonathan A C Sterne; Milena Stevanovikj; Evelina Tacconelli; Kari A O Tikkinen; Sven Trelle; Hala Zaid; John-Arne Røttingen; Soumya Swaminathan Journal: N Engl J Med Date: 2020-12-02 Impact factor: 91.245