Ting Chen1, Cheng-Yin Fei2, Yi-Ping Chen2, Karen Sargsyan1, Chun-Ping Chang3, Hanna S Yuan2, Carmay Lim1,4. 1. Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan. 2. Institute of Molecular Biology, Academia Sinica, Taipei 115, Taiwan. 3. Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, Miaoli 350, Taiwan. 4. Department of Chemistry, National Tsing Hua University, Hsinchu 300, Taiwan.
Abstract
The SARS-CoV-2 replication and transcription complex (RTC) comprising nonstructural protein (nsp) 2-16 plays crucial roles in viral replication, reducing the efficacy of broad-spectrum nucleoside analog drugs such as remdesivir and evading innate immune responses. Most studies target a specific viral component of the RTC such as the main protease or the RNA-dependent RNA polymerase. In contrast, our strategy is to target multiple conserved domains of the RTC to prevent SARS-CoV-2 genome replication and to create a high barrier to viral resistance and/or evasion of antiviral drugs. We show that the clinically safe Zn-ejector drugs disulfiram and ebselen can target conserved Zn2+ sites in SARS-CoV-2 nsp13 and nsp14 and inhibit nsp13 ATPase and nsp14 exoribonuclease activities. As the SARS-CoV-2 nsp14 domain targeted by disulfiram/ebselen is involved in RNA fidelity control, our strategy allows coupling of the Zn-ejector drug with a broad-spectrum nucleoside analog that would otherwise be excised by the nsp14 proofreading domain. As proof-of-concept, we show that disulfiram/ebselen, when combined with remdesivir, can synergistically inhibit SARS-CoV-2 replication in Vero E6 cells. We present a mechanism of action and the advantages of our multitargeting strategy, which can be applied to any type of coronavirus with conserved Zn2+ sites.
The SARS-CoV-2 replication and transcription complex (RTC) comprising nonstructural protein (nsp) 2-16 plays crucial roles in viral replication, reducing the efficacy of broad-spectrum nucleoside analog drugs such as remdesivir and evading innate immune responses. Most studies target a specific viral component of the RTC such as the main protease or the RNA-dependent RNA polymerase. In contrast, our strategy is to target multiple conserved domains of the RTC to prevent SARS-CoV-2 genome replication and to create a high barrier to viral resistance and/or evasion of antiviral drugs. We show that the clinically safe Zn-ejector drugs disulfiram and ebselen can target conserved Zn2+ sites in SARS-CoV-2nsp13 and nsp14 and inhibit nsp13ATPase and nsp14 exoribonuclease activities. As the SARS-CoV-2nsp14 domain targeted by disulfiram/ebselen is involved in RNA fidelity control, our strategy allows coupling of the Zn-ejector drug with a broad-spectrum nucleoside analog that would otherwise be excised by the nsp14 proofreading domain. As proof-of-concept, we show that disulfiram/ebselen, when combined with remdesivir, can synergistically inhibit SARS-CoV-2 replication in Vero E6 cells. We present a mechanism of action and the advantages of our multitargeting strategy, which can be applied to any type of coronavirus with conserved Zn2+ sites.
The COVID-19
pandemic, caused
by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is
affecting billions of people around the world. The recent approval
of several vaccines against SARS-CoV-2[1] would help to reduce transmission. However, it is not known how
long immunity stays and whether the vaccinated person, though protected
from COVID-19, may still carry the SARS-CoV-2 for some period and
possibly infect others. To treat hospitalized COVID-19patients, antivirals
such as small-molecule drugs and neutralizing antibodies targeting
SARS-CoV-2 are needed. Neutralizing antibodies derived from convalescent
plasma obtained from a COVID-19patient have shown only moderate success
in clinical studies.[2]De novo antiviral development is lengthy and costly. A shortcut approach
is to repurpose widely available, inexpensive drugs that can be easily
administered against SARS-CoV-2. Most studies target a single SARS-CoV-2
protein[3] such as the spike protein that
mediates cell entry,[4] the main protease
(Mpro)[5,6] or the papain-like protease (PLpro)[7] that cleaves the viral polyprotein
into its constituent proteins, or the RNA-dependent RNA polymerase
(RdRp) that catalyzes viral RNA synthesis.[8,9] However,
the virus may evade antiviral drugs that target a single viral protein
by mutations[10] or deletions,[11] and the spike receptor-binding domain is the
most variable.[12] One strategy is to create
a high barrier to viral resistance/evasion of antiviral drugs by targeting
sites with slow mutation rates in the multiprotein SARS-CoV-2 replication and transcription complex (RTC) that enables
viral replication and transcription (see below). Here, we show that
FDA-approved drugs (disulfiram/ebselen and remdesivir) can synergistically inhibit SARS-CoV-2 replication by targeting conserved sites in multiple nonstructural
proteins (nsps) constituting the core of the RTC.SARS-CoV-2
is an enveloped β-coronavirus containing a positive-sense
single-stranded RNA (+ssRNA) genome that encodes 16 nonstructural,
4 structural, and 9 accessory proteins.[13] It infiltrates cells by binding to human cell surface receptors
such as angiotensin-converting enzyme 2 (ACE2) and possibly other
cell receptors such as CD147[14] via its
spike glycoprotein, which upon cleavage by human proteases enables
virus–cell membrane fusion (Figure A).[3,15,16] Once inside, the viral RNA genome is released into the cytoplasm.
Its 5′ end is translated by the host protein synthesis machinery
to polyproteins (pp1a and pp1ab) that are cleaved by virus-encoded
proteases (Mpro and PLpro) to 16 constituent
nsps.[17] The viral RTC is formed from nsp2–16[18] and plays two crucial functions: (i) transcription
of subsets of the viral genome to produce mRNAs that are translated
into accessory and structural proteins and (ii) replication of the
full-length +ssRNA genome. The viral proteins are then assembled into
a virion consisting of the spike (S), envelope (E), membrane (M),
and nucleocapsid (N) proteins, with the latter encapsidating the +ssRNA.[18] Multiple virions leave from a single infected
cell.
Figure 1
Importance of RTC in the SARS-CoV-2 life cycle. (A) SARS-CoV-2
enters cells by the binding of its surface spike (S) protein to human
ACE2 and possibly other cell receptors. Once inside the cell, the
5′ end of its genomic RNA is translated by host ribosomes to
yield viral nsps. Nsp7–8, nsp10, nsp12–14, and nsp16
form the core of the viral RTC, which drives the synthesis of full-length
and subsets of the genomic ssRNA. (B) Capping of newly synthesized
viral mRNA is initiated by nsp13 catalyzing the hydrolysis of the
5′-γ-phosphate of the nascent pppN-RNA to ppN-RNA. A
yet to be identified GTase transfers a GMP (Gp) to ppN-RNA,
yielding GpppN-RNA. Subsequently, the nsp14 N7-MTase
methylates the guanosine N7, forming GpppN-RNA via the demethylating coenzyme S-adenosyl methionine
(SAM) to S-adenosyl homocysteine (SAH). Finally, the nsp16 2′-O-MTase demethylates SAM to SAH and adds the methyl group
to the ribose 2′-O, yielding GpppNm-RNA. nsp10 is needed to activate the enzymatic
activities of nsp14 N7-MTase and nsp16 2′-O-MTase.
Importance of RTC in the SARS-CoV-2 life cycle. (A) SARS-CoV-2
enters cells by the binding of its surface spike (S) protein to humanACE2 and possibly other cell receptors. Once inside the cell, the
5′ end of its genomic RNA is translated by host ribosomes to
yield viral nsps. Nsp7–8, nsp10, nsp12–14, and nsp16
form the core of the viral RTC, which drives the synthesis of full-length
and subsets of the genomic ssRNA. (B) Capping of newly synthesized
viral mRNA is initiated by nsp13 catalyzing the hydrolysis of the
5′-γ-phosphate of the nascent pppN-RNA to ppN-RNA. A
yet to be identified GTase transfers a GMP (Gp) to ppN-RNA,
yielding GpppN-RNA. Subsequently, the nsp14 N7-MTase
methylates the guanosine N7, forming GpppN-RNA via the demethylating coenzymeS-adenosyl methionine
(SAM) to S-adenosyl homocysteine (SAH). Finally, the nsp16 2′-O-MTase demethylates SAM to SAH and adds the methyl group
to the ribose 2′-O, yielding GpppNm-RNA. nsp10 is needed to activate the enzymatic
activities of nsp14 N7-MTase and nsp16 2′-O-MTase.SARS-CoV-2 replication involves
RNA synthesis, proofreading, and
modification/capping. Viral RNA synthesis is catalyzed by the C-terminal
RdRp domain of nsp12 with the help of nsp7 and nsp8 cofactors.[8,19,20] RNA proofreading, the maintenance
of the SARS-CoV-2 genome integrity, is carried out by the N-terminal
3′–5′ exoribonuclease (ExoN) domain of nsp14,
which recognizes erroneous nucleotides and catalyzes their excision.[21] The nsp14 ExoN is stabilized by the nsp10 zinc-finger
protein, which enhances its nucleolytic activity.[22] Viral RNA capping, the addition of a cap structure to the
newly synthesized viral mRNAs, ensures their efficient translation
by host cell ribosomes and evasion of the host immune response. Without
the cap structure, the viral RNA molecules are degraded and may be
detected as “non-self” by the host, triggering innate
immune responses.[17] SARS-CoV-2 mRNA cap
synthesis involves nsp10 and four enzymes, viz., (i) nsp13 helicasetriphosphatase,
(ii) an unknown guanylyltransferase (GTase), (iii) nsp14 C-terminal
(N7 guanine)-methyltransferase (N7-MTase), and (iv) nsp16 2′-O-methyltransferase (2′-O-MTase).
nsp10 serves as an allosteric activator of the two methyltransferase
enzymes and stabilizes the conserved domains involved in fidelity
control (nsp14) and mRNA capping (nsp13–16).[17,21]Figure B summarizes
the reactions involved in capping newly synthesized viral mRNA (pppN-RNA).The viral proteins responsible for RNA synthesis, proofreading,
and capping (nsp7, -8, -10, -12–14, and -16) form the RTC core.
The following mechanism to produce stable viral RNA has been proposed:[20,21] First, a RNA template is unwound by nsp13 helicase and subsequently
translocated to the nsp12 active site where a nascent ssRNA is synthesized.[20] The neighboring nsp14 excises any erroneous
nucleotides from the nascent pppN-RNA, which is dephosphorylated by
nsp13. An unknown GTase, nsp14, and nsp16 cap the viral ppN-RNA yielding GpppNm-RNA. nsp10,
an allosteric activator of nsp14 and nsp 16, acts as a molecular connector
between proofreading and capping activities.[21] Because the RTC core is indispensable for SARS-CoV-2 replication,
using clinically safe drugs to target its constituent proteins would
reduce viral load.Interestingly, the nsp3PLpro domain,
nsp10 zinc-finger,
nsp12, nsp13, and nsp14 possess several Zn2+ sites that
are conserved among β-coronaviruses.[23] The Zn2+ sites in these nsps serve an essential structural
role[19,23−26] as well as a vital catalytic
role for nsp13 helicase activity[26] and
nsp14 ExoN exoribonuclease activity.[24] Among
the multiple Zn2+ sites in SARS-CoV-2, the structural Zn2+ sites in nsp3PLpro and nsp10 have been found
to be labile,[23] i.e.,
Zn2+ ions that contribute to structural stability are released
upon reaction of the Zn2+-bound Cys thiolates with Zn2+-ejecting agents.[27−30] However, it is not known whether the Zn2+ sites in nsp13 and nsp14, which constitute the RTC, are also labile
and can be targeted by clinically safe Zn2+-ejector drugs
such as disulfiram, an approved antialcoholic drug, and ebselen, in
phase III clinical trials for hearing loss. To address this possibility,
we have overexpressed SARS-CoV-2nsp13 and nsp14 proteins to see if
their Zn2+ ions could be ejected by Zn2+-ejecting
agents and if clinically safe disulfiram and ebselen can inhibit their
enzymatic activities. On the basis of the finding herein that the
Zn2+-ejector drugs could indeed inhibit the enzymatic activities
of SARS-CoV-2nsp13 and nsp14, we further assessed if disulfiram/ebselen
combined with remdesivir, which stops RNA synthesis, could synergistically
inhibit SARS-CoV-2 replication.
Results
Zn2+ Ions Are Released from SARS-CoV-2 nsp13 and
nsp14 by Zn2+-Ejecting Agents
His-tagged full-length
SARS-CoV-2nsp13 and nsp14 were expressed in Escherichia coli, and the recombinant proteins were purified by chromatographic methods
to a high homogeneity (Figure a,b). After incubating SARS-CoV-2nsp13 and nsp14 with the
Zn2+-specific fluorophore FluoZin-3 (1 μM), a Zn2+-ejecting compound (5 μM) was added. Ten Zn2+-ejecting compounds were tested: 2,2′-dithiobisbenzothiazole
(also known as thiofide), cystamine dihydrochloride, 5,5′-dithiobis2-nitrobenzoic
acid (DTNB), phenyl disulfide, 3-nitrobenzamide, tetraethylthiuram
disulfide (disulfiram), 2,2′-dithiodipyridine (aldrithiol-2),
(±)alpha-lipoic acid, ebselen, and cisplatin. Release of Zn2+ ions was monitored by the increase of the fluorescence signal
from FluoZin-3 (Figure c). Five of the Zn2+-ejecting compounds (DTNB, aldrithiol-2,
disulfiram, thiofide, and ebselen) effectively ejected Zn2+ ions from the SARS-CoV-2nsp13 and nsp14 proteins.
Figure 2
Zn2+ ions
are released from SARS-CoV-2 nsp13 and nsp14
by Zn2+-ejecting compounds. (a) His-tagged nsp13 was purified
to high homogeneity, as shown by SDS-PAGE. The final purified nsp13
(in lane 5) was used for Zn2+-ejecting and enzymatic assays.
The protein marker (M), cell extract (lane 1), the flow through from
the HisTrap FF column at different imidazole concentrations (lanes
2 and 3), and the flow through from the Hitrap SP HP column (in lanes
4) are shown, respectively. (b) Purified His-tagged nsp14 (lanes 3–6)
had high homogeneity, as shown by SDS-PAGE. (c) nsp13 (5 μM)
and nsp14 (5 μM) were each incubated with FluoZin-3 and one
of the Zn2+-ejecting compounds (5 μM). The released
Zn2+ ions were detected by the increase in the fluorescence
signal from FluoZin-3 with excitation and emission wavelengths of
494 and 516 nm, respectively.
Zn2+ ions
are released from SARS-CoV-2nsp13 and nsp14
by Zn2+-ejecting compounds. (a) His-tagged nsp13 was purified
to high homogeneity, as shown by SDS-PAGE. The final purified nsp13
(in lane 5) was used for Zn2+-ejecting and enzymatic assays.
The protein marker (M), cell extract (lane 1), the flow through from
the HisTrap FF column at different imidazole concentrations (lanes
2 and 3), and the flow through from the Hitrap SP HP column (in lanes
4) are shown, respectively. (b) Purified His-tagged nsp14 (lanes 3–6)
had high homogeneity, as shown by SDS-PAGE. (c) nsp13 (5 μM)
and nsp14 (5 μM) were each incubated with FluoZin-3 and one
of the Zn2+-ejecting compounds (5 μM). The released
Zn2+ ions were detected by the increase in the fluorescence
signal from FluoZin-3 with excitation and emission wavelengths of
494 and 516 nm, respectively.
Disulfiram and Ebselen Inhibit SARS-CoV-2 nsp13 ATPase Activity
SARS-CoV-2nsp13 consists of an N-terminal Zn2+-binding
domain that is connected to an inserted domain (1B) by a stalk region
and two RecA ATPase domains. These domains work together to complete
the helicase unwinding function.[26,31] The Zn2+-binding domain is not directly involved in unwinding double-stranded
DNA/RNA, but nevertheless, it is critical for nsp13 helicase activity.[32] Can the release of Zn2+ ions from
SARS-CoV-2nsp13 affect its helicase activity? To address this, we
exploited the following: SARS-CoV-2nsp13 is an NTP-dependent helicase,
and its unwinding activity/helicase activity depends on ATPase activity.[26] Hence, we measured the ATPase activity of SARS-CoV-2nsp13 by the molybdenum bluemethod[33] in
the presence and absence of disulfiram/ebselen to examine if these
Zn2+-ejecting compounds can inhibit nsp13 enzymatic activity.
The relative ATPase activities of nsp13 were estimated from the concentration
of phosphate ions produced during ATP hydrolysis in the presence of
single-stranded DNA and disulfiram (0.2–12.5 μM) or ebselen
(0.2–10.0 μM) (Figure ). The Zn2+-ejecting assays in Figure c suggest that Zn2+ ions can be ejected comparably by disulfiram and ebselen
after 10 min incubation with nsp13. We thus incubated nsp13 with disulfiram/ebselen
for 10 min and then measured nsp13ATPase activity. On the basis of
the measurements, disulfiram and ebselen inhibited the ATPase activity
of nsp13 with comparable log IC50 values of 2.6 and 2.5
nM, respectively. The corresponding IC50 values indicate
that ebselen (IC50 = 291 nM) is slightly more potent than
disulfiram (IC50 = 410.7 nM), consistent with its slightly
more efficient Zn2+ release from nsp 13 in the reaction
time of 10 min (600 s, Figure c).
Figure 3
Inhibition of the ATPase activity of SARS-CoV-2 nsp13 by disufiram
and ebselen. The ATPase activity of SARS-CoV-2 nsp13 (0.25 μM)
was estimated by measurement of the phosphate ion concentrations using
the molybdenum blue method in the presence of 0.25 μM ssDNA
and different concentrations of disulfiram (0.2–12.5 μM)
or ebselen (0.02–10.0 μM). The half-maximal inhibitory
activity (IC50) of disufiram and ebselen in inhibiting
the ATPase activity of SARS-CoV-2 nsp13 is shown. Error bars shown
in the two panels represent the standard errors from three replicates
of the experiment.
Inhibition of the ATPase activity of SARS-CoV-2nsp13 by disufiram
and ebselen. The ATPase activity of SARS-CoV-2nsp13 (0.25 μM)
was estimated by measurement of the phosphate ion concentrations using
the molybdenum bluemethod in the presence of 0.25 μM ssDNA
and different concentrations of disulfiram (0.2–12.5 μM)
or ebselen (0.02–10.0 μM). The half-maximal inhibitory
activity (IC50) of disufiram and ebselen in inhibiting
the ATPase activity of SARS-CoV-2nsp13 is shown. Error bars shown
in the two panels represent the standard errors from three replicates
of the experiment.
Disulfiram and Ebselen
Inhibit SARS-CoV-2 nsp14 Exoribonuclease
Activity
SARS-CoVnsp14 has two zinc-finger motifs (Zf1 and
Zf2) in the ExoN domain responsible for proofreading and one zinc-finger
motif (Zf3) in the N7-MTase domain involved in mRNA capping.[24] Truncating the C-terminal region of Zf3 disrupted
local hydrophobic interactions, causing a decrease in the N7-MTase
activity.[24] To see if release of Zn2+ cations from SARS-CoV-2nsp14 could inhibit its exoribonuclease
function, we measured the 3′–5′ exoribonuclease
activity of nsp14 in cleaving a 5′-end-fluorophore-labeled
ssRNA (5′-FAM-C7U30-3′) in the
presence and absence of the Zn2+-ejecting drugs. The 37-nucleotidessRNA was degraded by nsp14 into small fragments. However, upon addition
of ebselen (from 0 to 100 μM) or disulfiram (from 0 to 200 μM),
the amount of cleaved RNA products was gradually reduced (Figure ). The relative (%)
nuclease activity with respect to different concentrations of a given
Zn2+ ejector was calculated based on the band intensity
of the cleaved products. This gave an estimated IC50 of
3.18 μM for ebselen and 2.70 μM for disulfiram in inhibiting
SARS-CoV-2nsp14 exoribonuclease activity.
Figure 4
Inhibition of the exoribonuclease
activity of SARS-CoV-2 nsp14
by ebselen and disulfiram. (A) SARS-CoV-2 nsp14 degraded the FAM-labeled
37-nucleotide ssRNA (5′-FAM-C7U30-3′)
into small fragments as revealed in the TBE gel (right panel). Increased
concentrations of ebselen (0–100 μM) gradually inhibited
nsp14 exoribonuclease activity with an estimated IC50 of
3.18 μM (left panel). (B) Disulfiram inhibited the exoribonuclease
activity of nsp14 with an estimated IC50 of 2.70 μM.
In the two gels, the relative nuclease activity (%) was estimated
based on the band intensity of the cleaved products, normalized to
that in the first lane (no drug, 100% activity) and that in the second
to last lane corresponding to 0% activity with 100 μM ebselen
or 200 μM disulfiram. Error bars shown in the two left panels
represent the standard errors from three replicates of the experiment.
Inhibition of the exoribonuclease
activity of SARS-CoV-2nsp14
by ebselen and disulfiram. (A) SARS-CoV-2nsp14 degraded the FAM-labeled
37-nucleotidessRNA (5′-FAM-C7U30-3′)
into small fragments as revealed in the TBE gel (right panel). Increased
concentrations of ebselen (0–100 μM) gradually inhibited
nsp14 exoribonuclease activity with an estimated IC50 of
3.18 μM (left panel). (B) Disulfiram inhibited the exoribonuclease
activity of nsp14 with an estimated IC50 of 2.70 μM.
In the two gels, the relative nuclease activity (%) was estimated
based on the band intensity of the cleaved products, normalized to
that in the first lane (no drug, 100% activity) and that in the second
to last lane corresponding to 0% activity with 100 μMebselen
or 200 μMdisulfiram. Error bars shown in the two left panels
represent the standard errors from three replicates of the experiment.
Disulfiram/Ebselen and Remdesivir Exhibit
Synergistic Antiviral
Activity
Remdesivir, an adenosine analog RdRp inhibitor,
has gained emergency FDA approval to treat acute COVID-19patients.[9,34] It outcompetes the natural ATP substrate for binding to nsp12 RdRp,
and upon RNA chain elongation, its cyano (CN) group has steric clashes
with RdRp, inducing delayed chain termination.[34−36] Although remdesivir
is better than other nucleotide analogs in avoiding removal by the
proofreading nsp14 ExoN, it may still be removed by nsp14, as it is
more effective in a model β-coronavirus (murine hepatis virus)
lacking the proofreading ExoN activity compared to that of the wild-type
virus, as well as in viral mutants with reduced exonuclease activity:[37,38] Indeed, remdesivir has shown only moderate success in clinical studies:
The ACTT-1 trial[39] reported that remdesivir
moderately reduced time to recovery, but the WHO SOLIDARITY trial
did not.[40] Mortality results from four
trials of remdesivir suggested some benefit in only low-risk patients.[40]We hypothesize that inhibition of SARS-CoV-2
proofreading activity by disulfiram/ebselen may allow remdesivir to
escape nsp14 ExoN-mediated removal; thus, combining remdesivir with
disulfiram/ebselen may help to improve inhibition of viral RNA synthesis
(Figure A).[41] To see if remdesivir combined with disulfiram/ebselen
could exhibit synergistic inhibition of SARS-CoV-2 replication, Vero
E6 cells were treated with a given concentration of remdesivir and/or
disulfiram/ebselen (Figures S1A and S2A). Figure B,C shows
the SARS-CoV-2 infection rate as the mean and corresponding standard
deviation of four replicates. Disulfiram/ebselen combined with remdesivir
exhibited enhanced antiviral effect compared to each drug alone with p values < 0.05.
Figure 5
Antiviral potential of disulfiram/ebselen and
remdesivir. (A) The
active form of remdesivir inhibits nsp12 RdRp by competing with the
natural ATP substrate. Disulfiram/ebselen can inhibit nsp14 ExoN proofreading
activity, as shown above. The SARS-CoV-2 infection rates in Vero E6
cells treated with remdesivir and (B) disulfiram or (C) ebselen were
determined and are shown as means and standard deviations (n = 4). The infection rate of no-compound treatment was
set as 100%. The p values were calculated by t-test.
Antiviral potential of disulfiram/ebselen and
remdesivir. (A) The
active form of remdesivir inhibits nsp12 RdRp by competing with the
natural ATP substrate. Disulfiram/ebselen can inhibit nsp14 ExoN proofreading
activity, as shown above. The SARS-CoV-2 infection rates in Vero E6
cells treated with remdesivir and (B) disulfiram or (C) ebselen were
determined and are shown as means and standard deviations (n = 4). The infection rate of no-compound treatment was
set as 100%. The p values were calculated by t-test.To quantify the synergistic
antiviral effect, the synergy score
between two drugs was calculated using the SynergyFinder.[42] As there are different reference models for
quantifying degrees of synergy and their synergy scores may sometimes
disagree, we used several well-known models that are based on different
assumptions (dose–response-independent scores, HSA and Bliss,
and dose–response-dependent scores, ZIP).[43] All models gave consistent results; hence, we report the
ZIP score below. To make our prediction robust, we consider interaction
between two drugs to be synergetic if the average ZIP score is >10,
i.e., >10% of response beyond expectation, antagonistic if it is
<
−10, and additive if it is between −10 and 10. The ZIP
scores between disulfiram and remdesivir are ≥0 for all concentrations
with a mean of 11.4 for the most synergistic area and a maximum of
23.7, indicating synergistic interaction (Figure S1B). The ZIP scores between ebselen and remdesivir are also
≥0 for all concentrations; its average value for the most synergistic
area is 24.6 with a maximum of 32.7, indicating synergistic interaction
(Figure S2B). The results verify that remdesivir
combined with disulfiram/ebselen show synergistic SARS-CoV-2 inhibition,
and the synergy is greater when doses of the drug pair are increased.
Discussion
The RTC core, which plays critical roles in SARS-CoV-2
replication
as well as evasion of nucleoside analog drugs and innate immune responses,
is evidently an important drug target. To date, drugs have been developed/repurposed
to target a specific component of this complex such as nsp12 RdRp.[3,44] In sharp contrast, we employ clinically safe Zn2+-ejector
drugs to target multiple conserved sites in the RTC
core. We show that disulfiram/ebselen can target conserved Zn2+ sites in nsp13 and nsp14, and their combination with remdesivir
can synergistically inhibit SARS-CoV-2 replication in Vero E6 cells.
We propose the following mechanism for the observed effects: By ejecting
Zn2+ from the nsp13Zn2+-binding domain, which
is crucial for helicase and triphosphatase activities and interactions
with nsp12,[26,31] disulfiram/ebselen not only inhibits
nsp13 enzymatic activities but also may disrupt nsp12—nsp13
interactions and affect nsp12 RdRp-catalyzed synthesis of viral RNA.
It may also affect virus–host interactions since many human
proteins involved in organization of the centrosome and Golgi, transcriptional
regulation, protein kinase A and immune signaling, and vesicle trafficking
have been identified as interacting with nsp13 using affinity purification
of 26 SARS-CoV-2 proteins followed by mass spectrometry.[45] Notably, nsp13 targets innate immune signaling
proteins along the interferon and nuclear factor-κB (NF-κB)
pathways.[45,46] By ejecting “structural” Zn2+ ions from the nsp14 ExoN domain, disulfiram/ebselen can
inhibit SARS-CoV-2nsp14 exoribonuclease activity. This would mitigate
the efficacy of nsp14 to excise erroneous nucleotides and allow nucleotide/nucleoside
analog drugs such as remdesivir to inhibit viral RNA synthesis. In
addition to nsp13 and nsp14, disulfiram/ebselen can also eject “structural”
Zn2+ from the conserved nsp10 zinc finger domain,[23] which would destabilize the nsp10–nsp14–nsp16
complex that is essential for mRNA capping (see Figure ).[17,47,48] This would allow the host’s antiviral sensors to detect viral
uncapped RNA, which can be degraded, and to prevent the virus from
evading host immune responses.Altogether, this work and previous
studies show that disulfiram/ebselen
can target multiple conserved sites in the viral
RTC that are crucial for SARS-CoV-2 RNA genome replication as well
as translation of the viral proteins (Figure ). It can destabilize nsp10 cofactor,[23] a crucial mediator of protein–protein
interactions, and inhibit the enzyme activities of nsp3PLpro,[23] nsp5Mpro,[6] nsp13, and nsp14, and probably nsp12 and nsp16 through
their interactions with nsp13 and nsp10–nsp14, respectively.
Disulfiram/ebselen can target not only the Zn2+-bound cysteines
but also catalytic cysteines[23] and thereby
inhibit SARS-CoV-2Mpro,[6] which
does not possess a Zn2+-site. By inhibiting Mpro and PLpro viral proteolysis, disulfiram/ebselen can prevent
efficient cleavage of the replicase polyproteins into component nsps.
In case the virus produces resistance against these proteases, disulfiram/ebselen
can also inhibit the RTC core that is crucial for viral RNA synthesis,
proofreading, and capping, thus restoring remdesivir’s ability
to function as a delayed chain terminator. As SARS-CoV-2nsp3, nsp5,
nsp13, and nsp14 enzymes target the interferon and/or NF-κB
pathway,[45,46] their inhibition by disulfiram/ebselen may
help to restore innate immune responses.Unlike most studies
that target a specific viral protein such as
Mpro[5,6] or the spike protein[1,2] by developing potent (nanomolar) inhibitors or antibodies, our strategy
simultaneously targets multiple conserved viral proteins
responsible for viral polypeptide proteolysis as well as viral genome
replication and viral protein translation using clinically safe Zn2+-ejector drugs. This has several advantages: Whereas a single
viral drug target such as Mpro or the spike protein can
undergo mutations to produce resistance against specific drugs, it
would be less likely for the multiple conserved viral
proteins that are jointly responsible for viral replication and transcription
to simultaneously mutate and achieve drug resistance. Mutations of
the conserved Zn2+-binding cysteines in nsp3, nsp10, and
nsp12–14 that are targeted by disulfiram/ebselen would likely
disrupt binding to Zn2+ cations that serve essential structural
and/or catalytic roles in several SARS-CoV-2 proteins. Furthermore,
disulfiram/ebselen targets the “upstream” part of the
SARS-CoV-2 life cycle (Figure ) before multiple replicated viruses leave the infected cell.
Importantly, disulfiram is inexpensive, widely available, and easily
administered, and may allow other broad-spectrum antivirals to synergistically
inhibit a new virus, as shown herein. A third advantage is that our
strategy is not specific to a particular SARS-CoV-2 variant or any
type of coronavirus. This is because the proteins essential for RNA
replication such as the RTC core are the most conserved among coronaviruses.
Indeed, analysis of the SARS-CoV-2 gene sequences show the least divergence
in the gene encoding these conserved domains (https://nextstrain.org/ncov/global). Thus, our approach may prove useful not only for the current COVID-19
pandemic but also in future coronavirus outbreaks where it may be
deployed as a first line of defense in the absence of monoclonal antibodies
and vaccines.In summary, we show that clinically safe Zn2+-ejector
drugs (disulfiram/ebselen) can target conserved functionally important
Zn2+ sites in the multiprotein RTC and, when combined with
remdesivir, that these can synergistically inhibit SARS-CoV-2 replication
in Vero E6 cells (Figure ).
Figure 6
Disulfiram and ebselen can target multiple SARS-CoV-2 nsps to block
the viral polyprotein cleavage and RNA replication/transcription.
These Zn2+-ejector drugs target PLpro of nsp3
and Mpro of nsp5 to inhibit viral polypeptide proteolysis.
They also directly target nsp10, nsp13, and nsp14 as well as indirectly
target nsp12 and nsp16 to inhibit viral RNA genome replication and
translation of the structural and accessory viral proteins. They can
act in concert with remdesivir to synergistically inhibit SARS-CoV-2
replication.
Disulfiram and ebselen can target multiple SARS-CoV-2 nsps to block
the viral polyprotein cleavage and RNA replication/transcription.
These Zn2+-ejector drugs target PLpro of nsp3
and Mpro of nsp5 to inhibit viral polypeptide proteolysis.
They also directly target nsp10, nsp13, and nsp14 as well as indirectly
target nsp12 and nsp16 to inhibit viral RNA genome replication and
translation of the structural and accessory viral proteins. They can
act in concert with remdesivir to synergistically inhibit SARS-CoV-2
replication.
Experimental Section
Protein Expression and
Purification
The cDNA of SARS-CoV-2nsp13 (residues 5302–5902 of pp1a/pp1ab) and nsp14 (residues
5903–6429 pp1a/pp1ab) were synthesized from Protech, Inc. (Taiwan)
and cloned into pET28a and pRSFDuet-1 vectors, respectively, for expression
of the N-terminal His-tagged nsp13 and the C-terminal His-tagged nsp14.
Both plasmids were transformed into E. coli BL21
(DE3) pLysS strain cultured in LB medium supplemented with 50 μg/mL
kanamycin. Cells were grown to an optical density of 0.6 measured
at a wavelength of 600 nm and induced by 0.2 mMIPTG at 18 °C
for 14–16 h to express His-tagged SARS-CoV-2nsp13 and nsp14.The harvested cells expressing nsp13 were disrupted by a microfluidizer
(Microfluidics M-110P) in lysis buffer containing 50 mMTris-HCl (pH
8.0), 500 mMNaCl, protease inhibitor, 5% glycerol, and 10 mM β-mercaptoethanol.
The supernatant was run through a HisTrap FF column (5 mL, GE HealthCare)
and washed with a washing buffer containing 50 mMTris-HCl (pH 8.0),
200 mMNaCl, 5% glycerol, and 30 mMimidazole. The eluted nsp13 was
further purified by a HiTrap SP HP column (5 mL, GE HealthCare) to
produce a homogeneous nsp13 protein sample.For the purification
of nsp14, the harvested cells were resuspended
in lysis buffer (20 mMHEPES (pH 7), 150 mMNaCl, 4 mMMgCl2, 5% glycerol, and 10 mM β-mercaptoethanol). After homogenization,
the supernatant was loaded into a HisTrap FF column (5 mL, GE HealthCare)
and washed with a washing buffer containing 20 mMHEPES (pH 7.0),
150 mMNaCl, 4 mMMgCl2, 5% glycerol, 10 mM β-mercaptoethanol,
and 40 mMimidazole. The protein sample was collected and further
loaded into a gel filtration column (HiLoad 16/60 Superdex 200, GE
HealthCare), then eluted by a buffer of 50 mMHEPES (pH 7.4), 50 mMNaCl, 5 mMMgCl2, and 5% glycerol.
Zn2+-Ejection
Assays
Zn2+-ejecting
agents were purchased from Sigma-Aldrich (USA), including 2,2′-dithiobis(benzothiazole),
cystamine dihydrochloride, 5,5′-dithiobis(2-nitrobenzoic acid)
(DTNB), phenyl disulfide, 3-nitrobenzamide, tetraethylthiuram disulfide
(disulfiram), 2,2′-dithiodipyridine, (±)alpha-lipoic acid,
ebselen, and cisplatin. The Zn2+-specific fluorophore FluoZinTM-3
(Invitrogen/Life Technologies) was used to monitor the release of
Zn2+ ions from SARS-CoV-2nsp13 and nsp14. The Zn2+-ejecting agents were dissolved in DMSO to a stock solution of 100
μM. SARS-CoV-2His-tagged nsp13 (5 μM) and nsp14 (5 μM)
were respectively mixed with each Zn2+-ejecting agent (5
μM) and FluoZin-3 (1 μM) in a total reaction volume of
200 μL at room temperature. Fluorescence emission was then measured
by EnSpire Multilabel Plate Reader (PerkinElmer, USA) at an excitation
wavelength of 494 nm and emission wavelength of 516 nm.
Inhibition
of the nsp13 ATPase Activity by Zn2+ Ejector
Drugs
ATPase activity of SARS-CoV-2nsp13 was analyzed by
the molybdenum bluemethod[33] to measure
the phosphate ion concentration in ATP hydrolysis reaction in the
presence of the Zn2+ ejector drugs disulfram and ebselen.
nsp13 (2.5 μM, 10 μL) was mixed with or without disulfiram
(2–125 μM, 10 μL) or ebselen (0.2–100 μM,
10 μL) in 60 μL of the reaction buffer containing 33 mMTris-HCl (pH 8.0) and 5 mMMgCl2 at room temperature for
10 min. ATP (50 mM, 10 μL) and ssDNA (2.5 μM, 10 μL)
with a sequence of 5′-(dT)24-3′ were then
added into the nsp13 solution and incubated for 10 min. The ATPase
reaction was stopped by adding 100 μL of 10% SDS, and the blue
complexes between inorganic phosphate and molybdate were developed
by adding 100 μL of 1.25% ammonium molydbate in 6.5% sulfuric
solution and 100 μL of freshly prepared 10% (w/v) ascorbic acid. A total of 400 μL of reaction
solution was incubated at 25 °C for 10 min and then read at 660
nm by Enspire plate reader (PerkinElmer). Various concentrations of
Na2HPO4 ranging from 0.05 to 0.5 mM were also
prepared as a standard curve. The relative ATPase activity of SARS-CoV-2nsp13 in the presence of each Zn2+ ejector was compared
to that without adding Zn2+ ejector, and the half-maximal
inhibitory activity (IC50) of each inhibitor was calculated
by GraphPad Prism.
Inhibition of the nsp14 Exoribonuclease Activity
by Zn2+ Ejector Drugs
nsp14 (50 μM, 100
μL) was mixed
with 4 μL of 5′-end FAM-labeled ssRNA (1 μM, 5′-FAM-C7U30-3′) in 200 μL of the reaction
buffer (100 mMHEPES (pH 7.4), 100 mMNaCl, 10 mMMgCl2 and 10% glycerol), and 100 μL of ddH2O. Disulfiram
(1 μL, 0–200 μM) or ebselen (1 μL, 0–100
μM) in different concentrations was then added to the nsp14
and RNA mixture (19 μL), and incubated for 30 min at 37 °C.
The RNA loading dye (20 μL, 89 mMTris-HCl, pH 8, 89 mM boric
acid, 2 mMEDTA, 0.01% bromophenol blue, 0.02% xylene cyanol FF, and
7 Murea) was then added into the mixture, and the sample was heated
at 95 °C for 5 min to stop the reaction. The RNA in the mixtures
were separated on TBE gel and visualized by Biomolecular Imager (Amersham
Typhoon, GE HealthCare). The resolved RNA bands in the gel were analyzed
by ImageJ, and the IC50 of each inhibitor was calculated
by GraphPad Prism.
Cell-Based Assays
Remdesivir was
produced following
the previous protocol.[49] Vero E6 cells
were pretreated with the disulfiram/ebselen and/or remdesivir at various
concentrations for 1 h at 37 °C and then adsorbed with SARS-CoV-2
TCDC#4 (hCoV-19/Taiwan/4/2020) at MOI 0.005 (100 PFU/well) for 1 h
at 37 °C. After virus adsorption, the cells were replenished
with fresh medium and compounds at the indicated concentrations for
1 day of incubation. The cells were fixed with 10% formaldehyde, permeabilized
with 0.5% Triton X-100, and stained with anti-SARS-CoV-2 N protein
antibody (provided by Dr. An-Suei Yang, Genomic Research Center, Academia
Sinica, Taiwan) and anti-human IgG-488. The N protein expression was
measured using a high-content image analysis system (Molecular Devices),
and the average infection rate of no-drug treatment was set as 100%.
The synergy score is calculated using the SynergyFinder to quantify
the synergistic antiviral effect between disulfiram/ebselen and remdesivir.
Authors: Yu-Ming Lee; Yulander Duh; Shih-Ting Wang; Michael M C Lai; Hanna S Yuan; Carmay Lim Journal: J Am Chem Soc Date: 2016-03-14 Impact factor: 15.419
Authors: Dustin Siegel; Hon C Hui; Edward Doerffler; Michael O Clarke; Kwon Chun; Lijun Zhang; Sean Neville; Ernest Carra; Willard Lew; Bruce Ross; Queenie Wang; Lydia Wolfe; Robert Jordan; Veronica Soloveva; John Knox; Jason Perry; Michel Perron; Kirsten M Stray; Ona Barauskas; Joy Y Feng; Yili Xu; Gary Lee; Arnold L Rheingold; Adrian S Ray; Roy Bannister; Robert Strickley; Swami Swaminathan; William A Lee; Sina Bavari; Tomas Cihlar; Michael K Lo; Travis K Warren; Richard L Mackman Journal: J Med Chem Date: 2017-02-14 Impact factor: 7.446
Authors: Peter Chen; Ajay Nirula; Barry Heller; Robert L Gottlieb; Joseph Boscia; Jason Morris; Gregory Huhn; Jose Cardona; Bharat Mocherla; Valentina Stosor; Imad Shawa; Andrew C Adams; Jacob Van Naarden; Kenneth L Custer; Lei Shen; Michael Durante; Gerard Oakley; Andrew E Schade; Janelle Sabo; Dipak R Patel; Paul Klekotka; Daniel M Skovronsky Journal: N Engl J Med Date: 2020-10-28 Impact factor: 91.245