Yanmei Hu1, Chunlong Ma1, Tommy Szeto1, Brett Hurst2, Bart Tarbet2, Jun Wang1. 1. Department of Pharmacology and Toxicology, College of Pharmacy, The University of Arizona, Tucson, Arizona 85721, United States. 2. Institute for Antiviral Research, Utah State University, Logan, Utah 84322, United States.
Abstract
As the COVID-19 pandemic continues to unfold, the morbidity and mortality are increasing daily. Effective treatment for SARS-CoV-2 is urgently needed. We recently discovered four SARS-CoV-2 main protease (Mpro) inhibitors including boceprevir, calpain inhibitors II and XII, and GC-376 with potent antiviral activity against infectious SARS-CoV-2 in cell culture. In this study, we further characterized the mechanism of action of these four compounds using the SARS-CoV-2 pseudovirus neutralization assay. It was found that GC-376 and calpain inhibitors II and XII have a dual mechanism of action by inhibiting both viral Mpro and host cathepsin L in Vero cells. To rule out the cell-type dependent effect, the antiviral activity of these four compounds against SARS-CoV-2 was also confirmed in type 2 transmembrane serine protease-expressing Caco-2 cells using the viral yield reduction assay. In addition, we found that these four compounds have broad-spectrum antiviral activity in inhibiting not only SARS-CoV-2 but also SARS-CoV, and MERS-CoV, as well as human coronaviruses (CoVs) 229E, OC43, and NL63. The mechanism of action is through targeting the viral Mpro, which was supported by the thermal shift-binding assay and enzymatic fluorescence resonance energy transfer assay. We further showed that these four compounds have additive antiviral effect when combined with remdesivir. Altogether, these results suggest that boceprevir, calpain inhibitors II and XII, and GC-376 might be promising starting points for further development against existing human coronaviruses as well as future emerging CoVs.
As the COVID-19 pandemic continues to unfold, the morbidity and mortality are increasing daily. Effective treatment for SARS-CoV-2 is urgently needed. We recently discovered four SARS-CoV-2 main protease (Mpro) inhibitors including boceprevir, calpain inhibitors II and XII, and GC-376 with potent antiviral activity against infectious SARS-CoV-2 in cell culture. In this study, we further characterized the mechanism of action of these four compounds using the SARS-CoV-2 pseudovirus neutralization assay. It was found that GC-376 and calpain inhibitors II and XII have a dual mechanism of action by inhibiting both viral Mpro and host cathepsin L in Vero cells. To rule out the cell-type dependent effect, the antiviral activity of these four compounds against SARS-CoV-2 was also confirmed in type 2 transmembrane serine protease-expressing Caco-2 cells using the viral yield reduction assay. In addition, we found that these four compounds have broad-spectrum antiviral activity in inhibiting not only SARS-CoV-2 but also SARS-CoV, and MERS-CoV, as well as human coronaviruses (CoVs) 229E, OC43, and NL63. The mechanism of action is through targeting the viral Mpro, which was supported by the thermal shift-binding assay and enzymatic fluorescence resonance energy transfer assay. We further showed that these four compounds have additive antiviral effect when combined with remdesivir. Altogether, these results suggest that boceprevir, calpain inhibitors II and XII, and GC-376 might be promising starting points for further development against existing human coronaviruses as well as future emerging CoVs.
Entities:
Keywords:
COVID-19; GC-376; SARS-CoV-2; boceprevir; calpain inhibitor; main protease
Coronaviruses (CoVs)
are enveloped positive-stranded RNA virus
that infect humans and multiple species of animals, causing a variety
of highly prevalent and severe diseases.[1] In the last two decades, three highly pathogenic and lethal human
coronaviruses have emerged: severe acute respiratory syndrome coronavirus
(SARS-CoV), the virus that caused the outbreak of severe acute respiratory
syndrome in humans in Southern China in 2002 and killed 774 people
among 8098 infected worldwide;[2] MERS-CoV,
which caused severe respiratory disease outbreak in Middle East in
2012 and led to 791 deaths among 2229 infected;[3] the SARS-CoV-2, a novel coronavirus which emerged in China
in December 2019, quickly spread worldwide, and became a global pandemic.[4] As of February 17, 2021, there have been more
than 109 million confirmed cases and over 2.4 million deaths worldwide,
and these numbers are increasing daily (https://coronavirus.jhu.edu/map.html). In addition, human coronavirus (HCoV) strains 229E (HCoV-229E),
NL63 (HCoV-NL63), OC43 (HCoV-OC43), and HKU1 (HCoV-HKU1) cause a significant
portion of the annual upper and lower respiratory tract infections
in humans, including common colds, bronchiolitis, and pneumonia.[5−7] The current COVID-19 pandemic is a timely reminder of the urgent
need for therapeutics against coronavirus infection. As future coronavirus
outbreak cannot be excluded, broad-spectrum antivirals are desired
to combat not only existing CoVs but also future emerging CoVs.The coronavirus genome ranges from 26 to 32 kb, of which the 3′-terminal
region, approximately one-third of the genome, encodes a number of
structural proteins (spike protein, envelope protein, membrane protein,
and nucleocapsid protein), while the 5′-terminal region, approximately
two-thirds of the genome, encodes for the nonstructural proteins (3-chymotrypsin-like
protease (3CL or main protease), papain-like protease, helicase, RNA-dependent
RNA polymerase, exoribonuclease and endoribonuclease, methyl transferase),
and accessary proteins.[8] Among the viral
proteins under investigation as antiviral drug targets, the main protease
(Mpro) appears to be a high-profile drug target for development
of broad-spectrum antivirals for the following reasons: (1) Mpro plays an essential role in coronavirus replication by cleaving
the viral polyproteins at more than 11 sites;[9] (2) Mpros have relatively high sequence similarity within
each CoV group;[10] (3) Mpro has
an unique substrate preference for glutamine at the P1 site (Leu-Gln↓(Ser,
Ala, Gly)), a feature that is absent in closely related host proteases,[11] suggesting it is feasible to design Mpro inhibitors with a high selectivity; (4) the structures of Mpros from multiple members of the CoV family have been solved,[12−15] paving the way for rational drug design.We recently discovered
four SARS-CoV-2 Mpro inhibitors
including boceprevir, calpain inhibitors II and XII, and GC-376 (Figure ).[16] They had single-digit micromolar to submicromolar IC50 values in the enzymatic assay and inhibited SARS-CoV-2 viral
replication in Vero cells with EC50 values in the single-digit
micromolar to submicromolar range.[16] The cocrystal structures of GC-376, calpain inhibitors
II and XII in complex with SARS-CoV-2 Mpro have been solved,
providing a molecular explanation for the tight binding of these compounds
toward Mpro.[16,17] We also found calpain
inhibitors II and XII inhibit human cathepsin L in the in
vitro enzymatic assay,[17] and cathepsin
L has been shown to play an essential role in SARS-CoV-2 cell entry
by activating the viral spike protein in the late endosome or lysosome.[18,19] A recent study also discovered that GC-373, the active form of GC-376,
similarly inhibited the enzymatic activity of cathepsin L with an
IC50 of 4.0 nM and showed cell-type dependent inhibition
against SARS-CoV-2.[20] These observations
led us to speculate that the cellular antiviral activity of calpain
inhibitors II and XII, and GC-376 in Vero cells might be a result
of inhibiting both viral Mpro and host cathepsin L. To
test this hypothesis, we performed SARS-CoV-2 pseudovirus neutralization
assay, and the results supported the contribution of inhibition of
cathepsin L to the cellular antiviral activity of GC-376, and calpain
inhibitors II and XII against SARS-CoV-2 in Vero cells.
Figure 1
Chemical structures
of SARS-CoV-2 Mpro inhibitors boceprevir,
calpain inhibitors II and XII, and GC-376.
Chemical structures
of SARS-CoV-2 Mpro inhibitors boceprevir,
calpain inhibitors II and XII, and GC-376.SARS-CoV-2 enters the cell through two different pathways, either
the type 2 transmembrane serine protease (TMPRSS2) mediated direct
cell membrane fusion or endocytosis.[18,19] In the endocytosis
pathway, endosome associated cathepsin L mediated the cleavage of
viral spike protein and cathepsin L inhibitors have been shown to
inhibit SARS-CoV-2 and SARS-CoV replication in cell culture.[18,19] However, the inhibition is cell-type dependent, and the antiviral
activity is decreased or abolished in cells expressing TMRPSS2 that
does not rely on endocytosis for viral entry.[18−20] To rule out
the cell type dependent inhibition of these four compounds against
SARS-CoV-2, we performed viral yield reduction (VYR) assay in Caco-2
cells, which expresses TMPRSS2 and is a physiological relevant cell
culture model for SARS-CoV-2 replication,[19,21,22] and found that all four compounds had potent
antiviral activity.To evaluate the broad-spectrum antiviral
activity of boceprevir,
calpain inhibitors II and XII, and GC-376, we tested them against
two other highly pathogenic coronaviruses, SARS-CoV and MERS-CoV,
as well as three human coronaviruses HCoV-OC43, HCoV-NL63, and HCoV-229E.
The mechanism of action was studied by the thermal shift-binding assay
and fluorescence resonance energy transfer (FRET) based enzymatic
assay. The combination therapy potential of these four compounds with
remdesivir was also quantified by the drug combination index method.
Altogether, our work demonstrated that boceprevir, calpain inhibitors
II and XII, and GC-376 might be promising starting points for the
design and development of broad-spectrum antivirals against current
and future emerging CoVs.
Results and Discussion
Calpain Inhibitors II and
XII and GC-376, but Not Boceprevir,
Inhibited SARS-CoV-2 Pseudovirus Neutralization in Vero Cells
Pseudovirus neutralization assay is an established model to study
the mechanism of viral cell entry and has been widely used to assess
the antiviral activity of viral entry/fusion and protease inhibitors.[23−25] Calpain inhibitors II and XII are potent inhibitors of human cathepsin
L, with KI and IC50 values in the nanomolar
range.[17,26] Surprisingly, GC-376 was also shown to inhibit
cathepsin L with an IC50 in the single-digit nanomolar
range.[20] Cathepsin L plays an important
role in SARS-CoV-2 viral entry by cleaving the viral spike S protein
in the endosome or lysosome.[18,19] We therefore hypothesized
that the cellular antiviral mechanism of calpain inhibitors II and
XII and GC-376 in Vero cells might involve inhibition of cathepsin
L besides Mpro. To test this hypothesis, we first generated
SARS-CoV-2 pseudoviral particles in ACE2-expressing HEK293T cells
(ACE2/293T) as previously described.[23] We
then performed pseudovirus entry assay in Vero E6 cells, which have
minimal levels of TMPRSS2 expression. As such, SARS-CoV-2 cell entry
is mediated through endocytosis, which mainly relies on cathepsin
L for viral spike protein activation.[18] E-64d, a known cathepsin L inhibitor, was included as a positive
control. As Vero cells have high levels of efflux transporter P-glycoprotein
(P-gp), which is also known as MDR1 and ABCB1,[27] the pseudovirus assay was performed with and without CP-100356,
a P-gp efflux inhibitor. The purpose is to differentiate the effect
of drug efflux from cathepsin L inhibition. It was found that the
positive control E-64d was not a substrate of P-gp and inhibited SARS-CoV-2
pseudovirus entry in the presence or absence of CP-1000356 with similar
potency (Figure A).
The negative control, camostat, which is a TMPRSS2 inhibitor, did
not inhibit SARS-CoV-2 pseudovirus entry with or without CP-100356
(Figure B). GC-376
did not inhibit SARS-CoV-2 pseudovirus entry in the absence of CP-100356
(IC50 > 50 μM) (Figure C black curve), contradictory to its potent
inhibition of cathepsin L in the enzymatic assay as reported before.[20] It was known that the Pfizer clinical candidate
PF-00835231 is a substrate of P-gp.[28] Given
the structural similarity between PF-00835231 and GC-376, we hypothesized
that GC-376 might also be a substrate of P-gp, and the lack of inhibition
of GC-376 against the SARS-CoV-2 pseudovirus entry in Vero cells might
be a result of drug efflux. Consistent with our hypothesis, it was
found that GC-376 had potent inhibition of SARS-CoV-2 pseudovirus
entry in the presence of CP-100356 with an IC50 of 1.07
± 0.24 μM (Figure C red curve). This result suggests that the antiviral activity
of GC-376 in Vero cells might involve the inhibition of cathepsin
L. Both calpain inhibitors II and XII showed inhibitory activity against
SARS-CoV-2 pseudovirus entry into Vero E6 cells with IC50 values of 10.15 ± 2.01 and 6.62 ± 0.87 μM, respectively,
in the absence of CP-100356 (Figures D and E black curves). In the presence of CP-100356,
calpain inhibitors II and XII showed more potent inhibition with IC50 values of 0.40 ± 0.08 and 1.92 ± 0.51 μM,
respectively (Figures D and E red curves), suggesting both compounds are also P-gp substrates.
In contrast, boceprevir had no effect on SARS-CoV-2 pseudovirus entry
at up to 100 μM concentration (Figures F black curve) and showed weak inhibition
in the presence of CP-100356 (IC50 = 32.92 ± 10.82
μM) (Figures F black curve). The enzymatic inhibition of GC-376, calpain inhibitors
II and XII, and boceprevir on cathepsin L was tested using the FRET
assay (Figure G).
Consistent with previously enzymatic assay results as well as our
SARS-CoV-2 pseudovirus neutralization assay results, calpain inhibitors
II and XII and GC-376 had potent inhibition against cathepsin L with
IC50s ranging from 0.30 to 1.63 nM, similar to the positive
control E-64 (IC50 = 5.45 nM), and boceprevir had weak
inhibition with an IC50 of 153 nM. Altogether, it can be
concluded that the cellular antiviral activity of GC-376, and calpain
inhibitors II and XII in Vero cells involves the inhibition of cathepsin
L, while boceprevir had little or no effect on cathepsin L-mediated
viral entry. Our results also point out that the SARS-CoV-2 pseudovirus
assay is a useful tool to evaluate the effect of drug candidates on
the inhibition of cathepsin L as well as other host proteases that
are involved in SARS-CoV-2 cell entry. With the P-gp inhibitor CP-100356,
this assay can also identify compounds that might be P-gp substrates.
Figure 2
Inhibitory
activity of GC-376, calpain inhibitors II and XII, and
boceprevir in the SARS-CoV-2 pseudovirus neutralization assay. Effect
of E-64d (A), camostat (B), GC-376 (C), calpain inhibitor II (D),
calpain inhibitor XII (E), and boceprevir (F) on SARS-CoV-2 pseudovirus
neuralization in the presence or absence of 2 μM P-gp inhibitor
CP-100356. (G) Inhibition of cathepsin L in the FRET-based enzymatic
assay. EC50 curve fittings using log (concentration of
inhibitors) vs percentage of inhibition with variable slopes were
performed in Prism 8. Data are mean ± standard deviation of two
replicates.
Inhibitory
activity of GC-376, calpain inhibitors II and XII, and
boceprevir in the SARS-CoV-2 pseudovirus neutralization assay. Effect
of E-64d (A), camostat (B), GC-376 (C), calpain inhibitor II (D),
calpain inhibitor XII (E), and boceprevir (F) on SARS-CoV-2 pseudovirus
neuralization in the presence or absence of 2 μM P-gp inhibitor
CP-100356. (G) Inhibition of cathepsin L in the FRET-based enzymatic
assay. EC50 curve fittings using log (concentration of
inhibitors) vs percentage of inhibition with variable slopes were
performed in Prism 8. Data are mean ± standard deviation of two
replicates.
GC-376, Calpain Inhibitors
II and XII, and Boceprevir Inhibited
SARS-CoV-2 Replication in Caco-2 Cells Using Viral Yield Reduction
(VYR) Assay
Given the dual inhibition mechanism of GC-376
and calpain inhibitors II and XII in inhibiting both cathepsin L and
Mpro, it raised a potential concern of the potential cell
type dependent inhibition for these compounds. As such, we further
evaluated the antiviral potency of these four compounds against SARS-CoV-2
in Caco-2 cells. Caco-2 is a human colorectal adenocarcinoma cell
line and has been shown to support the replication of SARS-CoV-2 at
a similar level as the Calu-3 cell.[29−31] The Caco-2 cell line
expresses TMPRSS2 and ACE2,[19,21,22] rendering it a physiologically relevant model for testing antiviral
drug candidates. Using the viral yield reduction assay in Caco-2 cells,
it was found that all four compounds GC-376, calpain inhibitors II
and XII, and boceprevir inhibited SARS-CoV-2 replication with EC50 values of 2.58 ± 0.21, 6.37 ± 0.73, 4.21 ±
1.45, and 2.97 ± 1.56 μM, respectively (Figure ). All four compounds were
not toxic in Caco-2 cells (CC50 > 100 μM).
Figure 3
Viral yield
reduction assay of SARS-CoV-2 in Caco-2 cells. (A–D)
Raw data showing the SARS-CoV-2 viral titers in the presence of different
concentrations of testing compounds. (E–H) Curve fitting for
the antiviral EC50 values. Data are mean ± standard
deviation of three independent replicates.
Viral yield
reduction assay of SARS-CoV-2 in Caco-2 cells. (A–D)
Raw data showing the SARS-CoV-2 viral titers in the presence of different
concentrations of testing compounds. (E–H) Curve fitting for
the antiviral EC50 values. Data are mean ± standard
deviation of three independent replicates.The potent antiviral activity of these three compounds against
SARS-CoV-2 in Caco-2 cells suggest that although GC-376 and calpain
inhibitors II and XII inhibit both host cathepsin L and viral Mpro in the in vitro enzymatic assay, cathepsin L inhibition
appears to be dispensable and not essential for the antiviral activity,
and Mpro inhibition might be the driving factor for their
cellular antiviral activity. Nevertheless, we cannot rule out the
possibility that these compounds might also inhibit other host proteases
that are involved in viral replication.
Boceprevir, Calpain Inhibitors
II and XII, and GC-376 Bind to
MERS-CoV, SARS-CoV, and HCoV-OC43 Mpro
First,
we performed sequence alignment of Mpro from multiple members
of coronavirus family: HCoV-229E, HCoV-OC43, HCoV-NL63, SARS-CoV,
MERS-CoV, and SARS-CoV-2 (Figure S1). Overall,
the Mpros showed moderate to high similarity in primary
sequence and comparatively high sequence similarity within each CoV
group (Figure S1). It is acknowledged that
3D structures of the Mpros are more conserved, especially
at the active site.[32] Therefore, we hypothesized
that boceprevir, calpain inhibitors II and XII, and GC-376 might similarly
bind to other CoV Mpros in addition to SARS-CoV-2 Mpro. To test this hypothesis, we carried out differential scanning
fluorimetry (DSF) assay.[33] Specific binding
of a ligand to a protein typically stabilizes the target protein,
resulting in an increased melting temperature (Tm). It was found that boceprevir, calpain inhibitors II and
XII, and GC-376 increased the Tm of SARS-CoV,
MERS-CoV, and HCoV-OC43 Mpro in a dose dependent manner
(Figure ), while remdesivir
had no effect on HCoV-OC43 Mpro stability at up to 200
μM. This was expected as remdesivir is a known RNA-dependent
RNA polymerase (RdRp) inhibitor.[34] GC-376
significantly increased the stability of all three Mpros when tested at 6 μM, with ΔTm of 17.23, 9.78, and 13.86 °C against MERS-CoV, SARS-CoV, and
HCoV-OC43 Mpro, respectively (Figure ). Boceprevir and calpain inhibitors II and
XII also stabilized all three Mpros but were less potent
than GC-376. Boceprevir increased the Tm of MERS-CoV, SARS-CoV, and HCoV-OC43 Mpro by 2.46, 3.94,
and 1.02 °C, respectively at 60 μM (Figure ). Calpain inhibitors II and XII increased
the Tm of MERS-CoV, SARS-CoV, and HCoV-OC43
Mpro by 2.53, 2.88, 3.48 °C and 0.81, 2.41, 1.54 °C,
respectively at 20 μM (Figure ). This result confirmed that boceprevir, calpain inhibitors
II and XII, and GC-376 had direct binding toward SARS-CoV, MERS-CoV,
and HCoV-OC43 Mpros in addition to SARS-CoV-2 Mpro, indicating they might be broad-spectrum antiviral drug candidates.
Figure 4
Effect
of GC-376, calpain inhibitors II and XII, and boceprevir
on melting temperature (Tm) of MERS-CoV
Mpro (A), SARS-CoV Mpro (B), and HCoV-OC43 Mpro (C). Data were plotted with ΔTm vs log10(concentrations of compound) using the
Boltzmann Sigmoidal equation in Prism 8. Data are mean ± standard
deviation of two replicates. (D) Melting temperature shift (ΔTm) of MERS-CoV, SARS-CoV, and HCoV-OC43 Mpro in the presence of indicated concentrations of boceprevir,
calpain inhibitors II and XII, and GC-376. Not tested.
Effect
of GC-376, calpain inhibitors II and XII, and boceprevir
on melting temperature (Tm) of MERS-CoV
Mpro (A), SARS-CoV Mpro (B), and HCoV-OC43 Mpro (C). Data were plotted with ΔTm vs log10(concentrations of compound) using the
Boltzmann Sigmoidal equation in Prism 8. Data are mean ± standard
deviation of two replicates. (D) Melting temperature shift (ΔTm) of MERS-CoV, SARS-CoV, and HCoV-OC43 Mpro in the presence of indicated concentrations of boceprevir,
calpain inhibitors II and XII, and GC-376. Not tested.
Boceprevir, Calpain Inhibitors
II and XII, and GC-376 Inhibit
the Enzymatic Activity of MERS-CoV, SARS-CoV, and HCoV-OC43 Mpro
To test whether boceprevir, calpain inhibitors
II and XII, and GC-376 inhibit the enzymatic activity of other CoV
Mpros, we performed enzyme kinetic studies of MERS-CoV,
SARS-CoV, and HCoV-OC43 Mpro with different concentrations
of these four compounds (Figure ). The progression curves of all three CoV Mpro in the presence of different concentrations of GC-376 and MERS-CoV
Mpro in the presence of different concentrations of boceprevir
were fitted using the two-step reaction mechanism as previously described
(Figures A–D).[16] In the first step, GC-376 binds to MERS-CoV,
SARS-CoV, and HCoV-OC43 Mpro with an equilibrium dissociation
constant (KI) of 17.89 ± 2.34, 16.80 ± 2.36,
and 3.63 ± 0.26 nM, respectively (Figure E). After initial binding, a covalent bond
is formed at a slower velocity in the second step between GC-376 and
the Mpros with the second rate constant (k2)
being 1.48, 0.87, and 0.31 s–1, respectively, resulting
in an overall k2/KI value of 82 910,
51 500, and 87 300 M–1 s–1, respectively (Figure A, E). Boceprevir binds to MERS-CoV Mpro with a KI of 1.65 ± 0.12 μM in the first step and a k2 of 448.8 s–1 in the second step, resulting
in an overall k2/KI value of 272 M–1 s–1 (Figure D, E). When the proteolytic progression curves were
fitted using the same two-step reaction mechanism, accurate values
for the second rate constant k2 could not be obtained for
calpain inhibitors II and XII against all three Mpros as
well as boceprevir against SARS-CoV and HCoV-OC43 Mpros.
This is presumably due to significant substrate depletion before reaching
the equilibrium between EI and EI*, leading to very small values of
k2. Therefore, only the dissociation constant KI values from the first step were determined (Figure ). The inhibition constants (KI) for calpain inhibitors II and XII with respect to MERS-CoV, SARS-CoV,
and HCoV-OC43 Mpro were 0.13 ± 0.012, 0.60 ±
0.041, and 0.23 ± 0.0088 μM and 1.32 ± 0.070, 0.14
± 0.012, and 0.43 ± 0.015 μM, respectively; while
the KI values for boceprevir with respect to SARS-CoV and
HCoV-OC43 Mpro were 1.43 ± 0.14 and 2.29 ± 0.19
μM, respectively. Taken together, the enzymatic kinetic results
suggest that boceprevir, calpain inhibitors II and XII, and GC-376
have broad-spectrum enzymatic inhibition against SARS-CoV, MERS-CoV,
and HCoV-OC43 Mpro.
Figure 5
Data fittings of the proteolytic reaction
progression curves of
MERS-CoV Mpro (left column), SARS-CoV Mpro (middle
column), and HCoV-OC43 Mpro (right column) in the presence
or the absence of GC-376 (A); calpain inhibitor II (B); calpain inhibitor
III (C); and boceprevir (D). In the kinetic studies, 60 nM MERS-CoV
Mpro, 5 nM SARS-CoV Mpro, or 3.3 nM HCoV-OC43
Mpro was added to a solution containing various concentrations
of compounds and 20 μM FRET substrate to initiate the reaction.
Detailed methods were described in the Methods section. Data are mean ± standard deviation of two replicates.
(E) Enzymatic inhibition of boceprevir, calpain inhibitors II and
XII, and GC-376 against various CoV Mpros. Data from ref (16).
Data fittings of the proteolytic reaction
progression curves of
MERS-CoV Mpro (left column), SARS-CoV Mpro (middle
column), and HCoV-OC43 Mpro (right column) in the presence
or the absence of GC-376 (A); calpain inhibitor II (B); calpain inhibitor
III (C); and boceprevir (D). In the kinetic studies, 60 nM MERS-CoV
Mpro, 5 nM SARS-CoV Mpro, or 3.3 nM HCoV-OC43
Mpro was added to a solution containing various concentrations
of compounds and 20 μM FRET substrate to initiate the reaction.
Detailed methods were described in the Methods section. Data are mean ± standard deviation of two replicates.
(E) Enzymatic inhibition of boceprevir, calpain inhibitors II and
XII, and GC-376 against various CoV Mpros. Data from ref (16).
Boceprevir, Calpain Inhibitors
II and XII, and GC-376 Have Broad-Spectrum
Antiviral Activity against Different CoVs
Given the binding
and enzymatic inhibition of boceprevir, calpain inhibitors II and
XII, and GC-376 against Mpro from multiple CoVs, we expect
these compounds will have broad-spectrum antiviral activity against
CoVs in cell culture. For this, cellular antiviral assays were performed
against multiple human CoVs including HCoV-229E, HCoV-NL63, HCoV-OC43,
MERS-CoV, and SARS-CoV. Remdesivir was included as a positive control.
It was found that all four compounds showed potent antiviral activity
against all the CoVs tested in the viral cytopathic effect (CPE) assay
in a dose-dependent manner (Table and Figure S3). The 50%
effective concentration EC50 values of GC-376 range from
99 nM to 3.37 μM (Table and Figure S3). Calpain inhibitors
II and XII have comparable potency as GC-376, with EC50 values in the range of 84 nM to 5.58 μM and 100 nM to 1.97
μM, respectively (Table and Figure S3). In contrast, boceprevir
showed moderate antiviral activity against all the CoVs tested and
the EC50 values were over 10 μM in most cases, except
in the inhibition of SARS-CoV-2 (EC50 = 1.31 ± 0.58
μM) (Table ).
This result is in line with the weaker enzymatic inhibition of boceprevir
against Mpros compared with GC-376, calpain inhibitors
II and XII (Figure E). Nevertheless, the lack of a linear correlation between the enzymatic
inhibition (Figure E) and cellular antiviral activity (Table ) might arise from several factors including
membrane permeability, drug efflux, metabolism, and protein binding.
Furthermore, the dual mechanism of action of GC-376 and calpain inhibitors
II and XII in inhibiting viral Mpro and host cathepsin
L further complicates the correlation.
Table 1
Broad-Spectrum
Antiviral Activity
of Boceprevir, Calpain Inhibitors II and XII, and GC-376 against a
Panel of Human CoVs in CPE Assay
compounds
HCoV-229E (EC50, μM)
HCoV-NL63 (EC50, μM)
HCoV-OC43 (EC50, μM)
MERS-CoV (EC50, μM)
SARS-CoV (EC50, μM)
SARS-CoV-2a (EC50, μM)
remdesivir
0.03 ± 0.00
0.63 ± 0.041
0.09 ± 0.00
NTb
NT
NT
GC-376
0.12 ± 0.01
0.19 ± 0.01
0.09 ± 0.00
0.83 ± 0.03
2.72 ± 0.42
3.37 ± 1.68
calpain inhibitor
II
0.08 ± 0.01
1.24 ± 0.04
1.82 ± 0.08
5.48 ± 0.54
5.58 ± 0.74
2.07 ± 0.76
calpain inhibitor XII
0.10 ± 0.01
0.73 ± 0.12
1.65 ± 0.06
1.97 ± 0.10
1.06 ± 0.14
0.49 ± 0.18
boceprevir
14.12 ± 1.50
16.90 ± 5.87
16.84 ± 0.52
15.04 ± 0.63
54.17 ± 7.76
1.31 ± 0.58
Data from ref (16).
Not tested.
Data from ref (16).Not tested.To test whether boceprevir, calpain
inhibitors II and XII, and
GC-376 inhibit viral RNA synthesis, we performed the viral titer reduction
assay using the RT-qPCR. HCoV-NL63 was chosen as a representative
example and the viral nucleocapsid (N) gene expression level was detected
in the absence or presence of different concentrations of compounds.
Remdesivir was included as a positive control. All four compounds
inhibited HCoV-NL63 viral N gene expression dose-dependently (Figure ), giving EC50 values in the range of 0.96–19.86 μM (Figure ), which were comparable
to the EC50 values determined in the antiviral CPE assays
(Table ). Taken together,
we have shown that boceprevir, calpain inhibitors II and XII, and
GC-376 have broad-spectrum antiviral activity against CoVs.
Figure 7
Combination therapy of remdesivir with GC-376
(A); calpain inhibitor
II (B); calpain inhibitor XII (C); and boceprevir (D). Data are mean
± standard deviation of three replicates.
Figure 6
Dose-dependent
inhibitory effect of GC-376, calpain inhibitors
II and XII, and boceprevir on HCoV-NL63 viral RNA synthesis in Vero
E6 cells using RT-qPCR assay. Positive control remdesivir (A); GC-376
(B); calpain inhibitor II (C); calpain inhibitor XII (D); and boceprevir
(E). (left) Normalized RNA levels of the average of three repeats
from each concentration tested and (right) EC50 curve fittings
using log(concentration of inhibitors) vs normalized RNA levels with
variable slopes in Prism 8. Data are mean ± standard deviation
of three replicates.
Dose-dependent
inhibitory effect of GC-376, calpain inhibitors
II and XII, and boceprevir on HCoV-NL63 viral RNA synthesis in Vero
E6 cells using RT-qPCR assay. Positive control remdesivir (A); GC-376
(B); calpain inhibitor II (C); calpain inhibitor XII (D); and boceprevir
(E). (left) Normalized RNA levels of the average of three repeats
from each concentration tested and (right) EC50 curve fittings
using log(concentration of inhibitors) vs normalized RNA levels with
variable slopes in Prism 8. Data are mean ± standard deviation
of three replicates.
Combination Therapy of
Boceprevir, Calpain Inhibitors II and
XII, and GC-376 with Remdesivir
The combination treatment
potentials of boceprevir, calpain inhibitors II and XII, and GC-376
with remdesivir were explored using HCoV-OC43 antiviral CPE assay.
Combination indices (CIs) versus the EC50 values of compounds
at different combination ratios were plotted as previously described.[35] The red line indicates additive effect; the
right upper area above the red line indicates antagonism, while the
left bottom area below the line indicates synergy.[35] In all combination scenarios, the combination indices at
all the combination ratios fell on the red line (Figure ), suggesting that boceprevir, calpain inhibitors II and XII,
and GC-376 displayed an additive antiviral effect with remdesivir
in the combination therapy.Combination therapy of remdesivir with GC-376
(A); calpain inhibitor
II (B); calpain inhibitor XII (C); and boceprevir (D). Data are mean
± standard deviation of three replicates.
Conclusion
The COVID-19 pandemic that emerged in late December
2019 in China
has had severe impacts on public health and the global economy. The
high mortality rate and transmissibility of COVID-19 are unprecedented.
There has been three outbreaks of highly pathogenic and lethal human
coronaviruses within the past two decades,[2−4] and the current
COVID-19 pandemic is a timely reminder of the urgent need for antivirals
against CoVs. In this work, we report the broad-spectrum antiviral
activity of our previously identified SARS-CoV-2 Mpro inhibitors
boceprevir, calpain inhibitors II and XII, and GC-376 against multiple
CoVs including the highly pathogenic SARS-CoV, MERS-CoV, and human
coronaviruses NL63, 229E, and OC43. Coupled with their antiviral activity
against SARS-CoV-2 as reported earlier, this result suggests that
these four compounds might be promising starting points for the further
development of broad-spectrum antivirals against not only current
coronaviruses but also possibly future emerging coronaviruses. Among
the four compounds, GC-376 and calpain inhibitors II and XII had a
dual mechanism of action by targeting both the viral Mpro and host cathepsin L in Vero E6 cells. In this study, we provided
additional evidence from pseudovirus neutralization assay to support
this dual mechanism of action. We further demonstrated the additive
antiviral effect of boceprevir, calpain inhibitors II and XII, and
GC-376 with remdesivir in the combination therapy experiment. A recent
study also showed the additive antiviral activity of GC-376 with remdesivir.[36]It is known that CoVs enter host cells
through two distinct pathways:
the early membrane fusion pathway and the late endosomal pathway.
For the early membrane fusion pathway, the TMPRSS2 is responsible
for the viral spike protein cleavage and activation.[37] In the late endosomal entry pathway, the cysteine protease
cathepsin L mediates the cleavage of spike protein.[18] Several CoVs including SARS-CoV-2, SARS-CoV, MERS-CoV,
HCoV-OC43, HCoV-229E, and HCoV-NL63 utilize cathepsin L for host cell
entry,[18,38−42] which offers an opportunity to develop broad-spectrum
antivirals by targeting the cathepsin L protease. Indeed, cathepsin
L inhibitors have been actively explored for the development of coronavirus
antivirals.[43−45] However, the translational potential of cathepsin
L inhibitors remains to be validated due to their cell-type dependent
antviral effect.[18−20] No animal model studies have been conducted in evaluating
the in vivo antiviral efficacy of cathepsin L inhibitors
against SARS-CoV-2 infection. Given the dual mechanism of action of
GC-376 and calpain inhibitors II and XII in inhibiting both Mpro and cathepsin L, there is a potential concern about cell-type
dependent inhibition of these compounds. For this, we further tested
the antiviral activity of these four compounds against SARS-CoV-2
in the TMPRSS2-expressing Caco-2 cells using viral yield reduction
assay. It was found that all four compounds maintained potent antiviral
activity, suggesting that the Mpro inhibition might be
the predominant driving factor for the cellular antiviral activity.
Inhibiting cathepsin L might be beneficial in TMPRSS2-negative cells
but might not be essential in preventing viral infection in the lung.Although Mpro is relatively conserved among coronaviruses
and picornaviruses, not all 3CLpro or 3Cpro inhibitors
have broad-spectrum antiviral activity. For example, the well-known
3CLpro inhibitor rupintrivir inhibits HCoV-229E with an
EC50 value of 0.3 μM;[46] however it did not inhibit the Mpro from both SARS-CoV
and SARS-CoV-2.[16,46] This might be due to the slight
differences of residues located at the active sites of Mpro. Gratifyingly, we have shown in this study that boceprevir, calpain
inhibitors II and XII, and GC-376 inhibited multiple Mpros from different members of the coronavirus family and had potent
cellular antiviral activity against all the coronaviruses tested.
Among these four compounds, calpain inhibitors II and XII, and GC-376
had single-digit to submicromolar antiviral potency with a high selectivity
index, while boceprevir had moderate to weak antiviral activity. Therefore,
boceprevir might not be a viable drug candidate for repurposing in
clinical trials. Nevertheless, boceprevir represents a novel chemotype
that warrants the further development as a SARS-CoV-2 antiviral candidate.
The cocrystal structure of SARS-CoV-2 Mpro with boceprevir
has been solved and is expected to facilitate the structure–activity
relationship studies.[36] It is important
to highlight that the broad-spectrum antiviral activity of GC-376
and its analogs has been profiled.[46] In
parallel to our study, GC-376 and calpain inhibitors II and XII were
recently reported to inhibit HCoV-OC43 viral replication in cell culture,[47] which is consistent with our results. Moving
forward, continuous optimization of boceprevir, calpain inhibitors
II and XII, and GC-376 might yield clinical candidates with favorable
pharmacokinetic properties and in vivo antiviral
efficacy in animal models. Such studies are ongoing and will be reported
when available.
Methods
Cell Lines and Viruses
The following reagents were
obtained through BEI Resources, NIAID, NIH: human embryonic kidney
cells (HEK-293T) expressing human angiotensin-converting enzyme 2,
HEK-293T-hACE2 cell line, NR-52511; SARS-related coronavirus 2, Wuhan-Hu-1
spike-pseudotyped lentiviral kit, NR-52948. Human rhabdomyosarcoma
(RD), Vero E6, Huh-7, HEK293T expressing ACE2 (ACE2/293T), and HCT-8
cell lines were maintained in Dulbecco’s modified eagle’s
medium (DMEM); Caco-2 and MRC-5 cell lines were maintained in eagle’s
minimum essential medium (EMEM). Both media were supplemented with
10% fetal bovine serum (FBS) and 1% penicillin-streptomycin antibiotics.
Cells were kept at 37 °C incubator in a 5% CO2 atmosphere.
The following reagents were obtained through BEI Resources, NIAID,
NIH: human coronavirus, OC43, NR-52725; human coronavirus, NL63, NR-470.
HCoV-OC43 was propagated in RD cells; HCoV-NL63 was propagated in
MRC-5 cells. HCoV-229E was obtained from Dr. Bart Tarbet (Utah State
University) and amplified in Huh-7 or MRC-5 cells. The Urbani strain
of severe acute respiratory syndrome coronavirus (SARS-CoV) and the
EMC/2012 strain Middle East respiratory syndrome coronavirus (MERS-CoV)
were obtained from the Centers for Disease Control and Prevention.
Vero 76 cells were obtained from the American Type Culture Collection.
Pseudovirus Neutralization Assay
Pseudotype HIV-1-derived
lentiviral particles bearing SARS-CoV-2 spike and a lentiviral backbone
plasmid encoding luciferase as reporter was produced in HEK293 T cells
engineered to express the SARS-CoV-2 receptor, ACE2 (ACE2/293 T cells),
as previously described.[23] The pseudovirus
was then used to infect Vero E6 cells in 96-well plates in the presence
of DMSO or serial concentrations of E-64d, boceprevir, calpain inhibitors
II and XII, and GC-376. At 48 hpi, cells from each well were lysed
using the Bright-Glo Luciferase assay system (cat no.: E2610, Promega,
Madison, WI, USA), and the cell lysates were transferred to 96-well
Costar flat-bottom luminometer plates. The relative luciferase units
(RLUs) in each well were detected using Cytation 5 cell imaging multi-mode
reader (BioTek, Winooski, VT, USA).
Differential Scanning Fluorimetry
(DSF)
The binding
of boceprevir, calpain inhibitors II and XII, and GC-376 to MERS-CoV,
SARS-CoV, and HCoV-OC43 Mpros was monitored by differential
scanning fluorimetry (DSF) using a Thermal Fisher QuantStudio 5 Real-Time
PCR System as previously described[48,49] with minor
modifications. TSA plates were prepared by mixing Mpros
(final concentration of 4 μM) with different concentrations
of compounds (0.2–200 μM) and incubated at 30 °C
for 1 h. 1× SYPRO orange (Thermal Fisher) were added and the
fluorescence signal was recorded under a temperature gradient ranging
from 20 to 95 °C (incremental steps of 0.05 °C s–1). The melting temperature (Tm) was calculated
as the mid log of the transition phase from the native to the denatured
protein using a Boltzmann model in Protein Thermal Shift Software
v1.3. ΔTm was calculated by subtracting
reference melting temperature of proteins in the presence of DMSO
from the Tm in the presence of compounds.
Curve fitting was performed using the Boltzmann sigmoidal equation
in Prism (v8) software.
Enzymatic Assays
For the measurements
of KM/Vmax and IC50 values, proteolytic
reactions
were carried out with 100 nM MERS-CoV, SARS-CoV, or HCoV-OC43 Mpro in 100 μL of pH 6.5 reaction buffer (20 mM HEPES,
pH 6.5, 120 mM NaCl, 0.4 mM EDTA, 4 mM DTT, and 20% glycerol) at 30
°C in a Cytation 5 imaging reader (Thermo Fisher Scientific)
with filters for excitation at 360/40 nm and emission at 460/40 nm.
Reactions were monitored every 90 s. For KM/Vmax measurements, a FRET substrate
concentration ranging from 0 to 200 μM was applied. The initial
velocity of the proteolytic activity was calculated by linear regression
for the first 15 min of the kinetic progress curves. The initial velocity
was plotted against the FRET concentration with the classic Michaelis–Menten
equation in Prism 8 software. For IC50 measurements, 100
nM Mpro protein was incubated with 0.1 to 100 μM
boceprevir, calpain inhibitors II and XII, and GC-376 at 30 °C
for 30 min in reaction buffer, then the reaction was initiated by
adding 10 μM FRET substrate. The reaction was monitored for
1 h, and the initial velocity was calculated for the first 15 min
by linear regression. The IC50 was calculated by plotting
the initial velocity against various concentrations of the compounds
using a dose–response curve in Prism 8 software. Kinetics measurements
of the proteolytic reaction progress curves with boceprevir, calpain
inhibitors II and XII, and GC-376 were carried out as follows: 60
nM MERS-CoV Mpro, 5 nM SARS-CoV Mpro, or 3.3
nM HCoV-OC43 Mpro was added to 20 μM FRET substrate
with various concentrations of compounds in 200 μL of reaction
buffer at 30 °C to initiate the proteolytic reaction. The reaction
was monitored for 4 h. The progress curves were fitted as previously
described.[16] Substrate depletion was observed
when proteolytic reactions progress longer than 90 min, therefore
only the first 90 min of the progress curves were used in the curve
fitting. In this study, k2 for boceprevir, calpain inhibitors
II and XII, could not be accurately determined because of significant
substrate depletion before the establishment of the equilibrium between
EI and EI*, leading to very slow k2. In these cases, KI was determined with Morrison equation in Prism 8.
SARS-CoV
and MERS-CoV CPE Assays
Antiviral activities
of test compounds were determined in nearly confluent cultures of
Vero 76 cells. The assays were performed in 96-well Corning microplates.
Cells were infected with approximately 30 cell culture infectious
doses (CCID50) of SARS-CoV or 40 CCID50 of MERS-CoV.
The plates were incubated at 37 °C with 5% CO2 and
50% effective concentrations (EC50) were calculated based
on virus-induced cytopathic effects (CPE) quantified by neutral red
dye uptake after 4 days of incubation for SARS-CoV or 3 days of incubation
for MERS-CoV. Three microwells at each concentration of compound were
infected. Two uninfected microwells served as toxicity controls. Cells
were stained for viability for 2 h with neutral red (0.11% final concentration).
Excess dye was rinsed from the cells with phosphate-buffered saline
(PBS). The absorbed dye was eluted from the cells with 0.1 mL of 50%
Sörensen’s citrate buffer (pH 4.2)/50% ethanol. Plates
were read for optical density determination at 540 nm. Readings were
converted to the percentage of the results for the uninfected control
using an Excel spreadsheet developed for this purpose. EC50 values were determined by plotting percent CPE versus log10 inhibitor
concentration. Toxicity at each concentration was determined in uninfected
wells in the same microplates by measuring dye uptake.
SARS-CoV-2
Viral Yield Reduction Assay in Caco-2 Cells
Caco-2 cells
were maintained in MEM supplemented with 10% FBS. For
antiviral assays, FBS reduced to 2% and the medium was supplemented
with 50 μg mL–1 gentamicin. The test compounds
were stored as 50 mM stocks in DMSO. The test compounds were prepared
at eight serial half-log10 concentrations beginning at
a high concentration of 100 μM.Growth media was removed
from the cells and the test compounds were applied to wells at 2×
concentration. Virus at 400 CCID50 (50% cell culture infectious
dose) was added to the wells designated for virus infection corresponding
to a multiplicity of infection (MOI) of 0.01. Plates were incubated
at 37 °C with 5% CO2 for 72 h. A sample of supernatant
is taken from each infected well (three replicate wells pooled) and
tested for virus titer determination.Cytotoxicity was determined
by the uptake of neutral red dye. Briefly,
plates were stained with 0.011% neutral red for approximately two
hours at 37 °C in a 5% CO2 incubator. The neutral
red medium was removed by aspiration, and the cells were rinsed 1×
with phosphate buffered solution (PBS) to remove residual dye. The
incorporated neutral red was eluted with 50% Sorensen’s citrate
buffer/50% ethanol for at least 30 min. The dye content in each well
is quantified using a spectrophotometer at 540 nm wavelength. The
dye content in each set of wells is converted to a percentage of dye
present in untreated control wells using a Microsoft Excel computer-based
spreadsheet and normalized based on the virus control. The 50% cytotoxic
(CC50, cell-inhibitory) concentrations are then calculated
by regression analysis.Titration of the viral samples (collected
as described in the paragraph
above) was performed by end point dilution.[50] Serial 1/10 dilutions of virus were prepared and plated into four
replicate wells containing fresh cell monolayers of Vero 76 cells.
Plates were then incubated, and cells are scored for the presence
or absence of virus after distinct CPE is observed. The CCID50 was calculated using the Reed–Muench method.[50] The 90% (one log10) effective concentration
(EC90) is calculated by regression analysis by plotting
the log10 of the inhibitor concentration versus log10 of virus produced at each concentration. The quotient of
CC50 divided by EC90 gives the selectivity index
(SI) value.
HCoV-OC43, HCoV-229E, and HCoV-NL63 CPE Assays
Antiviral
activities of boceprevir, calpain inhibitors II and XII, and GC-376
against HCoV-229E, HCoV-NL63, and HCoV-OC43 were tested in CPE assays
as previously described[51] with minor modifications.
Briefly, cell cultures near confluency in 96-well plates were infected
with 100 μL of viruses at desired dilutions and incubated for
1 h. Unabsorbed virus was removed and different concentrations of
testing compounds (0, 0.01, 0.03, 0.1, 0.3, 1, 3, 10, 30, 100 μM)
were added. Remdesivir was included as a positive control. The plates
were incubated for another 3 to 5 days when a significant cytopathic
effect was observed in the wells without compound (virus only). Cells
were stained with 0.1 mg/mL neutral red for 2 h and excess dye was
rinsed from the cells with PBS. The absorbed dye was dissolved with
a buffer containing 50% ethanol and 1% glacial acetic acid. Plates
were read for optical density determination at 540 nm. Readings were
normalized with uninfected controls. EC50 values were determined
by plotting percent CPE versus log10 compound concentrations
from best-fit dose response curves with variable slope in Prism 8.
Toxicity at each concentration was determined in uninfected cells
in the same microplates by measuring neutral red dye uptake.
RNA Extraction
and Real-Time PCR
RNA extraction and
RT-PCR were performed as previously described.[52] Total RNA was extracted from HCoV-NL63 virus infected Caco-2
cells at an MOI of 0.05 at 48 h post infection using TRIzol reagents
(Thermo Fisher Scientific). A 2.0 μg portion of total RNA was
used to synthesize the first strand cDNA of viral RNA and host RNA
using SuperScript III reverse transcriptase (Thermo Fisher Scientific)
and Random Hexamer primer. Viral RNA was amplified on a Thermal Fisher
QuantStudio 5 real-time PCR system (Thermo Fisher Scientific) using
FastStart Universal SYBR Green Master mix (carboxy-X-rhodamine; Roche)
and HCoV-NL63 N gene-specific primers (forward 5′-CTGTTACTTTGGCTTTAAAGAACTTAGG-3′;
reverse 5′-CTCACTATCAAAGAATAACGCAGCCTG-3′).
GAPDH was also amplified to serve as a control using human GAPDH-specific
primers (GAPDH-F 5′-ACACCCACTCCTCCACCTTTG-3′;
GAPDH-R 5′-CACCACCCTGTTGCTGTAGCC-3′).
The amplification conditions were as follows: 95 °C for 10 min;
40 cycles of 15 s at 95 °C and 60 s at 60 °C. Melting curve
analysis was performed to verify the specificity of each amplification.
All experiments were repeated three times independently.
Combination
Therapy
Boceprevir, calpain inhibitors
II and XII, and GC-376 was mixed with remdesivir at combination ratios
of 8:1, 4:1, 2:1, 1:1, 1:2, 1:4, and 1:8 separately. The mixture of
each compound with remdesivir at each combination ratio was serially
diluted into seven different concentrations and applied in HCoV-OC43
CPE assay to determine EC50 of each compound and remdesivir
in the combination ratio. A combination indices (CIs) plot was used
to depict the EC50 values of each compound and remdesivir
at different combination ratios. The red line indicates the additive
effect; above the red line indicates the antagonism, while below the
red line indicates the synergy.[35]
Authors: Aleksandra Milewska; Paulina Nowak; Katarzyna Owczarek; Artur Szczepanski; Miroslaw Zarebski; Agnieszka Hoang; Krzysztof Berniak; Jacek Wojarski; Slawomir Zeglen; Zbigniew Baster; Zenon Rajfur; Krzysztof Pyrc Journal: J Virol Date: 2018-01-17 Impact factor: 5.103
Authors: Graham Simmons; Dhaval N Gosalia; Andrew J Rennekamp; Jacqueline D Reeves; Scott L Diamond; Paul Bates Journal: Proc Natl Acad Sci U S A Date: 2005-08-04 Impact factor: 11.205
Authors: Zachary A Gurard-Levin; Cheng Liu; Andreas Jekle; Ruchika Jaisinghani; Suping Ren; Koen Vandyck; Dirk Jochmans; Pieter Leyssen; Johan Neyts; Lawrence M Blatt; Leonid Beigelman; Julian A Symons; Pierre Raboisson; Michael D Scholle; Jerome Deval Journal: Antiviral Res Date: 2020-09-05 Impact factor: 5.970
Authors: Chunlong Ma; Michael Dominic Sacco; Brett Hurst; Julia Alma Townsend; Yanmei Hu; Tommy Szeto; Xiujun Zhang; Bart Tarbet; Michael Thomas Marty; Yu Chen; Jun Wang Journal: Cell Res Date: 2020-06-15 Impact factor: 46.297
Authors: Wayne Vuong; Conrad Fischer; Muhammad Bashir Khan; Marco J van Belkum; Tess Lamer; Kurtis D Willoughby; Jimmy Lu; Elena Arutyunova; Michael A Joyce; Holly A Saffran; Justin A Shields; Howard S Young; James A Nieman; D Lorne Tyrrell; M Joanne Lemieux; John C Vederas Journal: Eur J Med Chem Date: 2021-05-30 Impact factor: 7.088