Tatjana Weil1, Abbna Kirupakaran2, My-Hue Le2, Philipp Rebmann2, Joel Mieres-Perez3, Leila Issmail4, Carina Conzelmann1, Janis A Müller5, Lena Rauch1, Andrea Gilg1, Lukas Wettstein1, Rüdiger Groß1, Clarissa Read6,7, Tim Bergner6, Sandra Axberg Pålsson8, Nadja Uhlig4, Valentina Eberlein4, Heike Wöll2, Frank-Gerrit Klärner2, Steffen Stenger9, Beate M Kümmerer10,11, Hendrik Streeck10,11, Giorgio Fois12, Manfred Frick12, Peter Braubach13, Anna-Lena Spetz8, Thomas Grunwald4, James Shorter14, Elsa Sanchez-Garcia3, Thomas Schrader2, Jan Münch1. 1. Institute of Molecular Virology, Ulm University Medical Center, Ulm89081, Germany. 2. Faculty of Chemistry, University of Duisburg-Essen, Essen45117, Germany. 3. Computational Biochemistry, University of Duisburg-Essen, Essen45117, Germany. 4. Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig04103, Germany. 5. Institute of Virology, Philipps University of Marburg, Marburg35043, Germany. 6. Central Facility for Electron Microscopy, Ulm University, Ulm89081, Germany. 7. Institute of Virology, Ulm University Medical Center, Ulm89081, Germany. 8. Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Stockholm10691, Sweden. 9. Institute for Microbiology and Hygiene, Ulm University Medical Center, Ulm89081, Germany. 10. Institute of Virology, Medical Faculty, University of Bonn, Bonn53127, Germany. 11. German Centre for Infection Research (DZIF), partner site Bonn-Cologne, Bonn53127, Germany. 12. Institute of General Physiology, Ulm University, Ulm89081, Germany. 13. Institute of Pathology, Hannover Medical School (MHH), Hannover30625, Germany. 14. Department of Biochemistry and Biophysics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia19104, United States.
Abstract
The COVID-19 pandemic caused by SARS-CoV-2 presents a global health emergency. Therapeutic options against SARS-CoV-2 are still very limited but urgently required. Molecular tweezers are supramolecular agents that destabilize the envelope of viruses resulting in a loss of viral infectivity. Here, we show that first-generation tweezers, CLR01 and CLR05, disrupt the SARS-CoV-2 envelope and abrogate viral infectivity. To increase the antiviral activity, a series of 34 advanced molecular tweezers were synthesized by insertion of aliphatic or aromatic ester groups on the phosphate moieties of the parent molecule CLR01. A structure-activity relationship study enabled the identification of tweezers with a markedly enhanced ability to destroy lipid bilayers and to suppress SARS-CoV-2 infection. Selected tweezer derivatives retain activity in airway mucus and inactivate the SARS-CoV-2 wildtype and variants of concern as well as respiratory syncytial, influenza, and measles viruses. Moreover, inhibitory activity of advanced tweezers against respiratory syncytial virus and SARS-CoV-2 was confirmed in mice. Thus, potentiated tweezers are broad-spectrum antiviral agents with great prospects for clinical development to combat highly pathogenic viruses.
The COVID-19 pandemic caused by SARS-CoV-2 presents a global health emergency. Therapeutic options against SARS-CoV-2 are still very limited but urgently required. Molecular tweezers are supramolecular agents that destabilize the envelope of viruses resulting in a loss of viral infectivity. Here, we show that first-generation tweezers, CLR01 and CLR05, disrupt the SARS-CoV-2 envelope and abrogate viral infectivity. To increase the antiviral activity, a series of 34 advanced molecular tweezers were synthesized by insertion of aliphatic or aromatic ester groups on the phosphate moieties of the parent molecule CLR01. A structure-activity relationship study enabled the identification of tweezers with a markedly enhanced ability to destroy lipid bilayers and to suppress SARS-CoV-2 infection. Selected tweezer derivatives retain activity in airway mucus and inactivate the SARS-CoV-2 wildtype and variants of concern as well as respiratory syncytial, influenza, and measles viruses. Moreover, inhibitory activity of advanced tweezers against respiratory syncytial virus and SARS-CoV-2 was confirmed in mice. Thus, potentiated tweezers are broad-spectrum antiviral agents with great prospects for clinical development to combat highly pathogenic viruses.
The coronavirus disease 2019
(COVID-19) pandemic is a tremendous threat to humans and global socioeconomics.
The causative agent of COVID-19, the severe acute respiratory syndrome
coronavirus 2 (SARS-CoV-2), was first described in late 2019 in Wuhan,
China, and since then spread globally. In June 2022, the WHO reported
∼530 million confirmed infections and ∼6.2 million deaths
due to COVID-19. There are thousands of clinical trials investigating
treatments and preventative measures for the disease; however, only
a few antiviral drugs are approved to date including remdesivir, with
only a modest clinical benefit, and PAXLOVID, which treatment is only
authorized for patients requiring hospitalization due to severe or
critical COVID-19.[1,2] Other compounds, in particular
therapeutic antibodies, received emergency use authorization in some
countries but showed variable efficacy in hospitalized patients.[3] The rollout of mass vaccination campaigns in
the end of 2020 is expected to substantially reduce incidence of severe
disease, morbidity, and mortality and may result in ″herd immunity″.[4,5] Vaccination success may, however, be compromised by the emergence
of viral variants of concern (VOC) that escape immunity,[6,7] exhibit a multiplicative transmissibility,[8,9] and
cause higher case fatality rates.[10,11] In addition,
widespread refusal to get vaccinated and a slow rollout of vaccines
may facilitate VOC selection, raising the question of whether herd
immunity can really be achieved. These troubling issues highlight
the ongoing need to develop broadly protective and therapeutic intervention
agents against SARS-CoV-2.In addition to SARS-CoV-2, other
emerging and re-emerging viruses
with epidemic potential such as Ebola virus (EBOV), Zika virus (ZIKV),
SARS-CoV, Middle East respiratory syndrome coronavirus (MERS-CoV),
or new strains of influenza A virus (IAV) pose significant threats
to human health due to the absence of available antiviral therapies
or effective vaccines. These viruses, as well as other widespread
viral pathogens such as respiratory syncytial virus (RSV), measles
virus (MeV), herpes simplex viruses (HSV-1 and HSV-2), and human immunodeficiency
virus type 1 (HIV-1), share a common feature: they are surrounded
by an envelope. The envelope consists of a lipid bilayer, which is
derived from cellular membranes and contains viral glycoproteins that
mediate cell attachment and entry. Compounds that disrupt the lipid
bilayer such as alcohols and detergents are virucidal and have been
used as disinfectants for decades. More recently, it became clear
that the lipid bilayer may also serve as target for labyrinthopeptins,
the AH peptide, and a novel class of antiviral compounds, termed molecular
tweezers.[12−15] These small molecules have a belt-like arrangement with a horseshoe-shaped
cavity that enables them to bind to lipid head groups of the phospholipids
in the viral envelope and subsequently insert into the lipid bilayer,
which results in increased surface tension, membrane disruption, and
a loss of viral infectivity.[14] Consequently,
molecular tweezers CLR01 and CLR05 displayed broad antiviral activity
against all enveloped viruses tested so far, including HIV-1, ZIKV,
HSV-1, HSV-2, HCMV, MeV, EBOV, and IAV.[13,14,16] These broad-spectrum antiviral agents are being evaluated
in preclinical studies as microbicides to prevent sexual HSV-2 and
HIV-1 transmission or as prophylactic and therapeutic agents in respiratory
tract infections.More recently, in a preliminary structure-activity
relationship
study, we synthesized and analyzed nine CLR01 derivatives containing
aliphatic ester arms and found them to be able to destroy liposomes
and to inhibit HIV-1 infection more efficiently than the parental
molecule.[14] Thus, we here set out to explore
whether first- and second-generation molecular tweezers may also inactivate
SARS-CoV-2 and other respiratory pathogens. We found that the first-generation
tweezers CLR01 and CLR05 inactivate live SARS-CoV-2 with modest antiviral
activities in the high micromolar range. To improve the virucidal
activity, we performed a more comprehensive systematic structure-activity
relationship (SAR) study and synthesized more than 30 additional CLR01
derivatives containing additional aliphatic and aromatic ester groups
to facilitate membrane binding and disruption. Most of the newly designed
tweezers exhibited markedly increased antiviral activity with some
even reaching the nanomolar range while retaining good selectivity
indices. Biomolecular modeling confirmed that optimized tweezers interact
with the viral membrane more efficiently, thereby further supporting
an increased surface tension and ultimately viral membrane disruption.
Finally, we show that the optimized tweezers also inactivate MeV,
RSV, and IAV. Thus, potentiated tweezers are broad-spectrum antivirals
that could help our fight against SARS-CoV-2 and other respiratory
viruses.
Results
Molecular Tweezers CLR01 and CLR05 Inactivate SARS-CoV-2
CLR01 and CLR05 (structures shown in Figure S1a) display broad antiviral activity against several enveloped viruses[12−14] and have previously been shown to inactivate lentiviral particles
pseudotyped with the SARS-CoV-2 spike protein[17] with half-maximal inhibitory concentrations (IC50) of
36 μM for CLR01 and 33 μM for CLR05.[14] CLR03, which is based on a truncated polycyclic backbone
(Figure S1a), is unable to interact with
the viral membrane[12] and did not affect
pseudoparticle entry.[14] We here additionally
show that none of the tested tweezers were cytotoxic at antivirally
active concentrations. CLR05 shows cytotoxicity only at the highest
concentrations (CC50 of 117 μM) (Figure S1b). The antiviral activity of CLR01 to block the
SARS-CoV-2 spike pseudovirus increased over time, with the maximum
inhibition observed after 5 h (Figure S1c). Furthermore, we found that IC50 values of CLR01 and
CLR05 increased with elevated amounts of spike pseudoparticles (Figure S1d), confirming that tweezers target
the viral particles.We next determined the antiviral activity
of CLR01, CLR03, and CLR05 against infectious SARS-CoV-2. For this
experiment, a low dose of SARS-CoV-2 (multiplicity of infection, MOI
= 0.01) was treated with the tweezers, and then, the mixtures were
used for inoculation of Caco2 cells. Quantification of the viral S-protein
by an in-cell ELISA showed that CLR01 and CLR05 suppressed SARS-CoV-2
infection with IC50 values of 77 and 167 μM, respectively,
while CLR03 was inactive (Figure a). Complete inhibition of viral infection was achieved
by ∼300 μM of CLR01, whereas the same concentration of
CLR05 inhibited virus infection by ∼70% (Figure a).
Figure 1
CLR01 and CLR05 inactivate SARS-CoV-2. (a) Tweezers
suppress SARS-CoV-2 infection. SARS-CoV-2 (Wuhan) was incubated with
CLR01, CLR05, or CLR03 at indicated concentrations for 2 h at 37 °C
and then used to inoculate Caco2 cells. Two days later, infection
rates were quantified by measuring viral S-protein using an in-cell
ELISA. Values represent mean percent values normalized to mock infected
controls and derived from two experiments each performed in triplicate
(± SEM). (b) CLR01- and CLR05-damaged SARS-CoV-2 virions. SARS-CoV-2
(1.2 × 106 PFU/mL) was incubated with PBS or 250 μM
of CLR01, CLR03, and CLR05 for 30 min at 37 °C, fixed, stained
with uranyl acetate, and visualized by TEM. Scale bar = 100 nm. The
yellow arrow indicates notches in the viral envelope induced by molecular
tweezer treatment. For more images and quantification, see Figure S2.
CLR01 and CLR05 inactivate SARS-CoV-2. (a) Tweezers
suppress SARS-CoV-2 infection. SARS-CoV-2 (Wuhan) was incubated with
CLR01, CLR05, or CLR03 at indicated concentrations for 2 h at 37 °C
and then used to inoculate Caco2 cells. Two days later, infection
rates were quantified by measuring viral S-protein using an in-cell
ELISA. Values represent mean percent values normalized to mock infected
controls and derived from two experiments each performed in triplicate
(± SEM). (b) CLR01- and CLR05-damaged SARS-CoV-2 virions. SARS-CoV-2
(1.2 × 106 PFU/mL) was incubated with PBS or 250 μM
of CLR01, CLR03, and CLR05 for 30 min at 37 °C, fixed, stained
with uranyl acetate, and visualized by TEM. Scale bar = 100 nm. The
yellow arrow indicates notches in the viral envelope induced by molecular
tweezer treatment. For more images and quantification, see Figure S2.Transmission electron microscopy (TEM) analysis
of buffer and CLR03
(inactive tweezer derivative)-treated virions revealed the presence
of SARS-CoV-2 virions with a typical size of around 100 nm[18] and envelope “corona” formed by
the spike peplomers (Figure b, Figure S2a). In contrast, the
morphology of CLR01- and CLR05-treated virions was largely disrupted
(Figure b, Figure S2a) and associated with a reduced number
of clearly visible peplomers at the virion surface, envelope notches,
and a loss of sphericity (Figure b, Figure S2b). We also
observed an electron-dense material in the virion center, caused by
uranyl acetate penetrating into the damaged lipid bilayer, which indicates
disruption of the viral membrane upon tweezer treatment (Supplementary Movie 1). Altogether, these data
show that CLR01 and CLR05 inactivate SARS-CoV-2 by disrupting the
viral envelope; however, the concentrations that are required for
effective inhibition are in the medium-to-high micromolar range, which
is likely too high for prophylactic or therapeutic applications.
Design and Synthesis of Optimized Tweezers
To develop
advanced tweezers with increased antiviral activity, we introduced
a broad variety of anchor groups into both tweezer phosphates. The
underlying idea is that additional hydrophobic units protruding from
the tweezer body will also be inserted into the viral membrane, increase
its rigidity and surface tension, and lead to facilitated disruption.
In fact, a preliminary SAR study with nine CLR01 derivatives containing
aliphatic ester arms resulted in the identification of advanced tweezers
with increased anti-HIV-1 activity.[14] We
decided to perform a more systematic SAR study and attached to CLR01
various hydrophobic structural elements as mimetics of integral lipid
components found in cell and viral membranes (Figure ). Simple alkyl tails of varying lengths
imitate fatty acids, while double and triple bonds introduce additional
elements of increased rigidity. Aromatic moieties offer enlarged π
faces for elevated dispersive attraction similar to steroids. All
these anchor groups were attached as phosphate monoesters to allow
their insertion and parallel alignment within the existing lipid bilayer.
Figure 2
Synthesis of dialkyl diphosphate tweezers and overview of
all new compounds in groups of similar chemical structure. (a)
Conversion of the free diphosphoric acid 1 to CLR01 and TCA-mediated
esterification reaction with subsequent neutralization leading to
dialkyl diphosphate tweezers. (b) Overview of all ester alcohols attached
to the parent tweezer CLR01, classified according to their size and
chemical nature. Advanced tweezers p-CH200, p-CH201, p-CH202, p-CH203,
p-CH204, p-CH205, p-CH206, p-CH192, and p-CH193 were previously reported.[14]
Synthesis of dialkyl diphosphate tweezers and overview of
all new compounds in groups of similar chemical structure. (a)
Conversion of the free diphosphoric acid 1 to CLR01 and TCA-mediated
esterification reaction with subsequent neutralization leading to
dialkyl diphosphate tweezers. (b) Overview of all ester alcohols attached
to the parent tweezer CLR01, classified according to their size and
chemical nature. Advanced tweezers p-CH200, p-CH201, p-CH202, p-CH203,
p-CH204, p-CH205, p-CH206, p-CH192, and p-CH193 were previously reported.[14]A few chemical reactions allow the selective introduction
of exactly
one ester group into existing monophosphate esters. In a recent study,
we discovered that phosphate activation with trichloroacetonitrile
(TCA) indeed allows the introduction of aliphatic primary and small
secondary alcohols into the parent tweezer in its diphosphoric acid
form (1 in Figure a).[19] The scope of the TCA reaction was
now greatly expanded, and a total of 34 new two-armed diphosphate
esters were prepared in high yields. However, chromatographic purification
was necessary at the stage of the phosphoric acid and could not be
conducted on the anionic form. Purification was realized by preparative
HPLC chromatographic separation over RP-18 silica gel. The resulting
phosphoric acid derivatives were quantitatively deprotonated to afford
disodium salts with high water solubility. All products displayed
very high purity (95–99%) according to HPLC, NMR, and MS.Figure b depicts
all new compounds in groups of similar chemical structure and size.
Linear and some branched aliphatic alcohols from C1 to C18 were selected
to probe for optimal insertion into the lipid bilayer. We tested examples
of very short length (C1–C3 alkyls such as p-CH200, p-CH201,
pCH-202, and CP037), medium length (C4–C5 alkyls such as p-CH205,
CP002, CP007, CP008, CP009, CP018, and CP022), extended length (C6–C7
alkyls such as CP013, CP019, CP020, and CP023), and lipid-like length
(C8–C18 such as p-CH192, p-CH193, and p-CH206). However, earlier
investigations demonstrated that alkyl chains may be included in the
hydrophobic tweezer cavity, and interfere with guest binding, exploiting
the nonclassical hydrophobic effect and dispersive interactions. We
therefore also chose ester alcohols containing terminal triple bonds
(C3–C6 alkynes such as p-CH203, p-CH204, CP012, CP021, and
CP038). NMR titrations of such tweezer derivatives indicate repulsion
of the electron-rich cavity and the π-systems of the ester arms,
monitored by the absence of upfield shifts and restored tweezer affinities
to cationic guests.[19] Aromatic groups are
characterized by their extended flat and rigid π-system and
as such undergo extensive interactions inside lipid bilayers.[20] They may be compared with rigid natural lipids
such as steroids and are prone to undergo self-assembly inside membranes
as artificial lipid rafts.[21] Accordingly,
we built a variety of molecular tweezers with two aromatic ester arms
(Figure b: aromatics).
Benzylic alcohols were preferred over phenols with their acidic OH
group (pK ∼11), which do not react under the TCA reaction conditions.
These included benzene (CP005, CP024, CP025, CP026, and CP027), naphthalene
(CP006), and biphenyl (CP036) ring systems. Finally, some charged
alcohols were included into the test series, intended to establish
additional ionic interactions with the choline or phosphate head groups
of most phospholipids (ionic groups such as CP015, CP033, CP041, and
CP049).
Properties of the New Tweezers
Since an open tweezer
cavity is a prerequisite for the efficient inclusion of a choline
head group, several experiments were conducted to elucidate this situation
in the series of new tweezer derivatives. Especially, the aliphatic
two-armed tweezers experience significant upfield shifts of their
hydrophobic ester moieties in aqueous buffer (C1–C3 alkyl,
C4–C5 alkyl, C6–C7 alkyl, and C8–C18 alkyl).
The chemical shifts of the ester protons correlate directly with their
degree of self-inclusion and give hints on the local chemical environment
of the ester arms: In general, P–O–CH and P–O–CH2 protons as well as internal CH2 and even terminal
CH3 protons experience upfield shifts between 0 and 2 ppm.
Interestingly, these never exceed the half-maximal value for complete
guest inclusion, known from tweezers with only one self-included alkyl
group (∼4 ppm).[19] Since fast exchange
leads to averaged NMR signals, we tentatively propose that, for steric
treasons only, one ester arm resides inside the cavity, while the
other ester group remains outside (Figure S3). The exact nature of the self-inclusion in CP020 could be derived
from a polarity shift experiment, with incremental changes from pure
DMSO-d6 to pure D2O (Figure S4). In the heptyl ester arms, moderate
upfield shifts were detected for the POCH2 group as well
as the terminal CH3 protons, while massive upfield shifts
of up to 2.5 ppm occurred in the internal C3–C4 methylene groups,
indicating that one ester arm is threaded through the tweezer cavity.
To visualize the effect of the self-included alkyl arms on the tweezer
lipid affinity, we conducted an NMR titration experiment between CP020
(C7 arms) and phosphosphingomyelin SM in methanol where both compounds
are soluble and do not aggregate (Figure S5). As expected, a 15 mM affinity was determined, 2-fold weaker than
that of the parent tweezer CLR01 (KD =
8 mM). It should be noted that self-inclusion in free aqueous solution
may be overcome when the tweezers approach the membrane and the dielectric
constant rapidly decreases. Here, the choline head group inserts into
the tweezer cavity and the alkyl arms are free to interact with the
lipid bilayer.By sharp contrast, the electrostatic repulsion
of the tweezer π-systems prevents unsaturated aliphatic chains
from threading and keeps the cavity open. Indeed, all terminal alkynes
(C3–C6 alkynes) show only small upfield shifts of their nonincluded
ester arms. Aromatic ester groups with their extended π-system
(aromatics) are even better in this respect and do not touch the tweezer
cavity.
Effect of New Tweezers against SARS-CoV-2 Spike Pseudoparticle
Transduction
We determined the antiviral activity of all
synthesized tweezers and controls. Due to the large number of compounds,
the high-throughput SARS-CoV-2 spike pseudoparticle system was used.
All analyzed new tweezers (with the exception of CP015 that contains
a choline head group) suppressed transduction in a concentration-dependent
manner (Figure S6), and 30 of 37 tweezers
were more potent than the parental CLR01 molecule (IC50 of 35 μM) (Table ). The addition of C1 to C3 alkyl moieties to CLR01 resulted
in tweezers with modestly increased antiviral activities (IC50 values ranged from 16 μM to 37 μM) (Figure S6a). Alkyne (Figure S6b) and C4/C5 alkyl tweezers (Figure S6c) were on average more active than C1–C3 alkyl derivatives,
with p-CH204 (IC50 of 11 μM) and CP002 (IC50 of 2.6 μM) as most potent representatives. The tweezer with
the most potent antiviral activity was CP020, a C7 alkyl derivative,
with an IC50 of 1.0 μM (Figure S6d). The C6 alkyl derivative CP019 was also very active with
an IC50 value of 1.7 μM (Figure S6d). The addition of longer C8 to C18 alkyl chains (p-CH192,
p-CH193, and p-CH206) did not further increase antiviral activity
and resulted in moderately active tweezers with IC50 values
ranging from 15 to 41 μM (Figure S6e). Most of the aromatic tweezers potently inhibited SARS-CoV-2 spike
pseudoparticle transduction, with CP005, CP024, CP026, and C027 as
the most active ones (IC50 values between 1.5 and 1.8 μM)
(Figure S6f). Thus, the structure-activity
relationship study allowed us to increase the antiviral activity of
CLR01 by more than one order of magnitude.
Table 1
IC50, CC50,
and Selectivity Indices (SI) of Tweezers Categorized by Their Chemical
Structuresa
#
tweezer
IC50 (μM)
CC50 (μM)
SI
#
tweezer
IC50 (μM)
CC50 (μM)
SI
1
CLR01
35.5
>300
>8.4
20
p-CH204
11.3
177.0
15.6
2
CLR03
>300
21
CP012
15.2
>300
>19.7
3
CLR05
33.0
116.7
3.5
22
CP038
15.3
>300
>19.6
4
PC
49.8
228.0
4.5
23
CP021
16.2
>300
>18.5
5
p-CH200
23.6
213.6
9.0
24
p-CH206
14.9
123.3
8.2
6
p-CH201
29.5
>300
>10.1
25
p-CH192
40.6
243.9
6.0
7
p-CH202
29.2
291.1
9.9
26
p-CH193
15.5
>300
>19.3
8
CP037
15.6
225.6
14.4
27
CP019
1.7
208.0
122.3
9
CP041
37.4
>300
>8.0
28
CP013
14.0
240.0
17.1
10
CP015
295.6
29
CP020
1.0
213.1
213.1
11
p-CH205
14.2
151.5
10.6
30
CP023
16.8
170.9
10.1
12
CP007
16.1
274.3
17.0
31
CP005
1.8
122.3
67.9
13
CP008
24.3
128.2
5.2
32
CP006
2.4
75.9
31.6
14
CP002
2.6
97.0
37.3
33
CP024
1.6
77.4
48.3
15
CP009
8.8
185.3
21.0
34
CP025
6.9
106.1
15.3
16
CP018
6.4
185.4
28.9
35
CP026
1.6
117.9
73.6
17
CP022
6.0
194.3
32.3
36
CP027
1.5
83.8
55.8
18
CP033
29.6
>300
>10.1
37
CP036
2.9
40.8
14.0
19
p-CH203
13.7
184.4
13.4
38
CP049
41.9
292.2
6.9
IC50 against SARS-CoV-2
spike-mediated transduction and CC50 values in Caco2 cells
were calculated by GraphPad Prism from data shown in Figure and Figure S7. The selectivity index (SI) is defined as the quotient of
CC50 and IC50.
IC50 against SARS-CoV-2
spike-mediated transduction and CC50 values in Caco2 cells
were calculated by GraphPad Prism from data shown in Figure and Figure S7. The selectivity index (SI) is defined as the quotient of
CC50 and IC50.
Figure 3
Correlation of antiviral and cytotoxic activities of tweezers. IC50 and CC50 values shown in Table were plotted against each other,
revealing a significant structure-activity relationship because tweezers
with similar structure form clusters.
As modifications of CLR01 may also alter cytotoxic
properties,
we determined the half-maximal cellular cytotoxicity (CC50) of all tweezers and calculated the respective selectivity index
(SI) (Figure S7, Table ). Because of solubility issues and limited
amounts of materials, the highest applied concentration of the tweezers
in cell culture was 300 μM. Under these conditions, CLR01 and
seven new tweezers (p-CH201, CP041, CP033, CP012, CP038, CP021, and
CH193) showed little or no cytotoxicity (CC50 > 300
μM).
The remaining tweezers affected cell viability to a certain degree,
with corresponding SI values between 5 (CP008) and 200 (CP020) (Table ). Interestingly,
graphical representation of antiviral activity and cytotoxicity reveals
a structure-activity relationship depending on the side arm moiety
of the tweezer (Figure ). In general, the inhibitory activity improves
with the increasing length of simple alkyl chains, from the ancestor
tweezer (purple) over C1–C3 (blue) and C4–C5 (green)
to C6–C7 (red), while toxicities are low (Figure ). Further elongation of alkyl
chains results in the loss of activity and increased toxicity (light
purple). Alkyne tweezers on the contrary are even less toxic than
their alkyl counterparts (CC50 > 300 μM) (orange).
The most powerful antiviral activity was found for the group of aromatic
esters (light blue). Their similarity to rigid steroids seems to be
responsible for the highest degree of viral destabilization, most
likely by forming lipid rafts. However, this goes at the cost of cytotoxicity
(CC50 around 100 μM). The ionic sidechains provide
no improved inhibition (gray), indicating that, for efficient anchoring,
a deep insertion into the hydrophobic membrane interior is a prerequisite
(Figure and Table ). Taken together,
we identified two lead structures: first, C6 (CP019) and C7 (CP20)
alkyl arms (red area in Figure ) provide high antiviral efficacy and minimal toxicity; and
second, tweezers with aromatic arms (CP005, CP006, and CP025–CP027),
which are even more potent antivirals but show some cytotoxicity (light
blue area in Figure ).Correlation of antiviral and cytotoxic activities of tweezers. IC50 and CC50 values shown in Table were plotted against each other,
revealing a significant structure-activity relationship because tweezers
with similar structure form clusters.
Advanced Tweezers Inactivate SARS-CoV-2
Based on the
antiviral activity against spike pseudoparticles (low IC50 values), high SI, ease of chemical synthesis, and structural differences,
we selected 15 novel tweezers for further characterization (Table ) and determined their
activity against live SARS-CoV-2. Tweezers CP038, CP022, CP021 (Figure a), and CP002 (Figure b) inhibited viral
infection with IC50 values comparable to CLR01, with a
median IC50 of 27 μM (Table ). CP012 was least active (IC50 of 97 μM). All other tested tweezers suppressed SARS-CoV-2
infection with IC50 values below 10 μM (Figure b, Table ). Aromatic tweezers CP036 (IC50 of 0.2 μM), CP006 (IC50 of 0.3 μM),
and CP025 (IC50 of 0.6 μM) as well as the C7 alkyl
tweezer CP020 (IC50 of 0.4 μM) were the most potent
compounds with activities in the nanomolar range (Figure b).
Table 2
Overview of the IC50/EC50 Values of Tweezers against Enveloped Viruses and Liposomesa
#
tweezer
SARS-CoV-2 IC50 (μM)
SI
RSV IC50 (μM)
SI
IAV IC50 (μM)
SI
MeV IC50 (μM)
SI
HIV-1 IC50 (μM)
SI
liposome
EC50 (μM)
1
CLR01
26.5
>11.3
61.5
30.5
>9.8
78.4
>3.8
33.3
>9.0.
79.2
2
CLR03
n.a.
n.a.
n.a.
n.a.
3
CLR05
n.a.
n.a.
n.a.
n.a.
70.3
1.6
70.4
>4.2
27.1
n.a.
120.8
4
CP002
8.2
11.8
n.a.
n.a.
2.8
34.6
2.8
91
1.1
78.0
4.4
5
CP022
19.9
9.7
n.a.
n.a.
34.5
5.6
13.4
>22.3
4.4
n.a.
19.4
6
CP012
97.4
>3.0
n.a.
n.a.
38.4
>7.8
28.0
>10.7
5.4
n.a.
60.9
7
CP038
48.9
>6.1
18.9
>15.8
192.6
>1.5
30.1
>9.6
6.9
n.a.
43.4
8
CP021
64.9
>4.62
n.a.
n.a.
46.5
>6.4
41.3
n.a.
11.4
n.a.
90.3
9
CP019
1.0
208
7.4
>40.5
112.6
1.8
4.6
>65.2
1.8
104.5
6.5
10
CP013
n.a.
n.a.
n.a.
n.a.
6.7
35.8
5.1
>58.8
2.5
69.4
n.a.
11
CP020
0.4
532.7
7.1
>42.2
24.5
8.6
4.0
>75
1.6
62.9
4.4
12
CP023
2.6
65.7
n.a.
n.a.
16.7
10.2
7.4
>40.5
4.1
35.1
18.0
13
CP005
8.5
14.3
n.a.
n.a.
8.0
15.2
2.7
>111.1
1.9
46.8
4.0
14
CP006
0.3
253
6.0
>50
0.6
126.5
3.0
>100
0.9
82.6
4.8
15
CP024
1.5
51.6
n.a.
n.a.
2.1
36.8
2.1
81.8
1.8
33.6
3.0
16
CP025
0.6
176.8
6.1
27.8
3.2
33.1
7.0
24.2
1.1
40.0
6.9
17
CP026
1.8
65.5
n.a.
n.a.
11.6
10.1
1.9
>157.8
1.5
48.3
2.6
18
CP027
7.0
11.9
n.a.
n.a.
3.8
22.0
1.6
153.3
1.1
63.5
3.7
19
CP036
0.2
204
9.7
19.7
0.6
68.0
8.1
23.5
2.1
13.9
14.1
n.a.: not analyzed.
Figure 4
Advanced tweezers
inactivate SARS-CoV-2. (a, b) Selected
tweezers inhibit SARS-CoV-2 infection. SARS-CoV-2 (MOI 0.0007) was
exposed to 2.3–300 μM on virus (a) or 0.1–15 μM
on virus (b) of indicated tweezers for 2 h at 37 °C and added
to Caco2 cells. Infection rates were determined 2 days later by nucleocapsid
specific in-cell ELISA. Values represent infection rates (means) normalized
to mock infected controls and were derived from two or three independent
experiments each performed in triplicates (±SEM). (c) Tweezers
destroy SARS-CoV-2 particles. SARS-CoV-2 was mixed with PBS, CLR01
(250 μM), or advanced tweezers (50 μM), incubated for
30 min at 37 °C, fixed, stained with uranyl acetate, and visualized
via TEM. Scale bar = 100 nm. For more TEM images and quantification,
see Figure S8. (d) Tweezers inactivate
SARS-CoV-2 VOC B.1.1.7 (Alpha), B.1.351 (Beta), and B.1.617.2 (Delta).
Virus stocks were mixed with CLR01 and optimized tweezers (50 μM)
and incubated for 2 h at 37 °C. TCID50 was performed
by addition of serial dilutions of the sample on Vero E6 cells. The
virus-induced cytopathic effect was determined 5–7 dpi and
TCID50 calculated according to Reed and Muench.[22] LOD defines as the limit of detection of the
method. Values were derived from one (Delta) to three (WT, Alpha,
and Beta) independent experiments (±SD).
Advanced tweezers
inactivate SARS-CoV-2. (a, b) Selected
tweezers inhibit SARS-CoV-2 infection. SARS-CoV-2 (MOI 0.0007) was
exposed to 2.3–300 μM on virus (a) or 0.1–15 μM
on virus (b) of indicated tweezers for 2 h at 37 °C and added
to Caco2 cells. Infection rates were determined 2 days later by nucleocapsid
specific in-cell ELISA. Values represent infection rates (means) normalized
to mock infected controls and were derived from two or three independent
experiments each performed in triplicates (±SEM). (c) Tweezers
destroy SARS-CoV-2 particles. SARS-CoV-2 was mixed with PBS, CLR01
(250 μM), or advanced tweezers (50 μM), incubated for
30 min at 37 °C, fixed, stained with uranyl acetate, and visualized
via TEM. Scale bar = 100 nm. For more TEM images and quantification,
see Figure S8. (d) Tweezers inactivate
SARS-CoV-2 VOC B.1.1.7 (Alpha), B.1.351 (Beta), and B.1.617.2 (Delta).
Virus stocks were mixed with CLR01 and optimized tweezers (50 μM)
and incubated for 2 h at 37 °C. TCID50 was performed
by addition of serial dilutions of the sample on Vero E6 cells. The
virus-induced cytopathic effect was determined 5–7 dpi and
TCID50 calculated according to Reed and Muench.[22] LOD defines as the limit of detection of the
method. Values were derived from one (Delta) to three (WT, Alpha,
and Beta) independent experiments (±SD).n.a.: not analyzed.To visualize the effect of tweezers on the SARS-CoV-2
morphology,
we again performed TEM. Note that the detection of virions by TEM
requires a high concentration of viral particles and consequently
a high concentration of tweezers for inactivation (Figure S1d). In the presence of tweezers, virions appeared
damaged, which can be seen by distortion of their spherical morphology,
notches in the envelope, and, in most cases, an electron-dense virion
center, indicating disruption of the viral membrane upon tweezer treatment
(Figure c and Figure S8). In agreement, pretreatment of cells
with antivirally active concentrations of CLR01 or selected optimized
tweezers, followed by subsequent inoculation with virus, did not affect
viral infectivity (Figure S9), confirming
that the antiviral activity of tweezers is directed against the virus.
Finally, we analyzed whether advanced tweezers may also inactivate
SARS-CoV-2 variants of concern (VOCs) B.1.1.7 (Alpha), B.1.351 (Beta),
and B.1.617.2 (Delta). As shown by TCID50 analyses, 50
μM advanced tweezers inactivated all the SARS-CoV-2 variants
(Figure d), suggesting
that the tweezers have broad anti-SARS-CoV-2 activity and may also
inactivate other upcoming VOCs.
Tweezers Retain Antiviral Activity in the Presence of Airway
Mucus
CLR01 loses antiviral activity in the presence of human
serum, which prevents its systemic administration as an antiviral
drug.[13] Thus, the preferred mode of application
of tweezers is topical, either on anogenital surfaces as a prophylactic
or therapeutic agent against sexually transmitted pathogens or on
mucosal surfaces of the respiratory tract to protect from or prevent
dissemination of respiratory viruses. Thus, we analyzed whether CLR01
and advanced tweezers are antivirally active in the presence of mucus,
which covers and protects epithelial cells of the respiratory tract.
Mucus (including airway surface liquid) was collected from human airway
epithelial cells (from two donors) grown at the air–liquid
interface as previously described[23] and
mixed with SARS-CoV-2 spike pseudoparticles. Samples were then treated
with CLR01 or the advanced tweezers CP019 and CP020 and used to transduce
Caco2 cells. As shown in Figure S10, mucus
did not affect the antiviral activity of the analyzed tweezers.
Advanced Tweezers Disrupt Virus-like Vesicles
We have
previously shown that the antiviral activity of tweezers against HIV-1
correlates with their ability to disrupt liposomes formed by a virus-like
lipid bilayer consisting of 1,2-dioleoyl-sn-glycero-3-phosphocholine
(DOPC), sphingomyelin (SM), and cholesterol (Chol), with a ratio of
45/25/30 mol %.[14] Here, we studied liposomal
membrane disruption in a liposome dye leakage assay and found that
all antivirally active tweezers achieved a concentration-dependent
disruption of the liposomal membrane (Figure , Table ). Except for the inactive control tweezer derivative
CLR03, CLR05 (Figure a), and CP036 (Figure b), all tweezers induced complete leakage. CP002, CP019, and CP020
were the most potent alkyl tweezers with half-maximal effective concentrations
(EC50) of 4.4, 6.5, and 4.4 μM (Figure a). Most aromatic tweezers
induced dye leakage with EC50 values in the one-digit micromolar
range, with CP024 (EC50 of 3 μM) and CP026 (EC50 of 2.6 μM) as most potent compounds (Figure b, Table ). Correlation analysis of liposomes and
SARS-CoV-2 spike pseudoparticles reveals significant similarity, thus
further corroborating that viral membrane disruption underlies the
antiviral activity (Table S4, Figure S11).
Figure 5
Tweezers disrupt virus-like liposomes. (a, b) 200
nm sized DOPC/SM/Chol (45/25/30 mol %) liposomes filled with 50 mM
carboxyfluorescein were incubated with escalating concentrations of
alkyl (a) or aromatic (b) tweezers for 30 min after measuring baseline
fluorescence for 5 min. Dye leakage was recorded by fluorescence measurement
at 485 nm extinction and 528 nm emission. Complete leakage was induced
by 1% Triton X-100; values were corrected for baseline and normalized
to maximum fluorescence. The graph shows the area under the curve
for each tweezer concentration. Values represent means of one experiment
performed in triplicate.
Tweezers disrupt virus-like liposomes. (a, b) 200
nm sized DOPC/SM/Chol (45/25/30 mol %) liposomes filled with 50 mM
carboxyfluorescein were incubated with escalating concentrations of
alkyl (a) or aromatic (b) tweezers for 30 min after measuring baseline
fluorescence for 5 min. Dye leakage was recorded by fluorescence measurement
at 485 nm extinction and 528 nm emission. Complete leakage was induced
by 1% Triton X-100; values were corrected for baseline and normalized
to maximum fluorescence. The graph shows the area under the curve
for each tweezer concentration. Values represent means of one experiment
performed in triplicate.
Advanced Tweezers Incorporate Their Side Arms into the Lipid
Membrane
To investigate the mechanism of disruption of viral
membranes by the potentiated tweezers, we performed extensive Gaussian
accelerated Molecular Dynamics simulations (GaMD). The membrane, simulated
using a similar setup (see the Supporting Information) as in our previous study with the CLR01 tweezer,[14] was composed of DOPC, SM, and Chol in a 54:30:36 ratio,
for a total of 120 lipids molecules on each leaflet of the membrane.
The C7 alkyl tweezer CP020 and the aromatic tweezer CP024 were chosen
for extended simulations as promising candidates from the experimental
results. The simulations showed that, similar to CLR01, both CP024
and CP020 bind to the lipid’s head by incorporating its cationic
ammonium into the tweezers’ cavity. Several binding events
were observed in all replicas of the simulations (Figure S12a, Tables S1, S2, and S3), and the tweezers–lipid complexes were conserved (in one
case, the complex was briefly lost only to be formed again). Similar
to CLR01, none of the tweezer units crossed the membrane during the
whole sampling in any replica of the simulations. In addition, we
performed GaMD simulations (see Biomolecular Modeling for details) with CP026 since together with CP024, this tweezer
was found to be very effective in the liposome dye leakage assay.
The simulations indicated a similar behavior of CP026 with respect
to CP024 (Figure S13).We previously
reported that binding of CLR01 effectively changes the orientation
of the lipid’s head group by nearly 90° with respect to
its normal orientation in the membrane. By doing so, the tweezer destabilizes
the membrane.[14] Here, we analyzed the distribution
of the tilt angles of the unbound lipids (from the lower leaflet)
in the membrane and compared it to those of the membrane lipids bound
to tweezers from the upper leaflet. We used CP024 for this purpose
(Figure S12b). Our study reveals a predominant
tilt angle at around 60–80° for unbound lipids. Interestingly,
the tilt angles of tweezer-bound lipids shift to 80–110°,
a similar effect to what was observed for CLR01 (Figure S12b). Additionally, the simulations show that CP020
and CP024 are able to introduce their functionalized arms into the
membrane (Figure ).
This effect will increase the steric congestion and stiffness of the
surrounding lipid raft and consequently increase surface tension.
We also observed during the simulations the formation of tweezer–tweezer
complexes due to the interaction of the cavity of one tweezer with
the hydrophobic core of another tweezer. The presence of elongated
arms in these tweezers also allows forming inclusion complexes with
other tweezers units instead of the lipid’s head. We observed
during the simulations that the arm of one tweezer can insert into
the cavity of another and form a dimer (Figure S14). Tweezer–tweezer complexes preclude the formation
of inclusion complexes with the head of the lipids and result in tweezers
agglomerates in the solvent phase, as observed during the simulations.
However, these interactions are weaker compared to the lipid–tweezers
interactions since the hydrocarbon core and functionalized arms of
CP020 and CP024 are not positively charged, unlike the lipid’s
head group.
Figure 6
Advanced molecular tweezers can incorporate their side arms
into the lipid membrane. CP020 arms are represented in violet,
and CP024 arms are shown in yellow. The core of the tweezers is shown
in gray. The membrane is rendered transparent to allow the visualization
of the inserted arms. The lipid complexed with the tweezer is highlighted
with van der Waals representation. Water molecules and the hydrogen
atoms of the tweezers and of the bound lipids are omitted for clarity.
Advanced molecular tweezers can incorporate their side arms
into the lipid membrane. CP020 arms are represented in violet,
and CP024 arms are shown in yellow. The core of the tweezers is shown
in gray. The membrane is rendered transparent to allow the visualization
of the inserted arms. The lipid complexed with the tweezer is highlighted
with van der Waals representation. Water molecules and the hydrogen
atoms of the tweezers and of the bound lipids are omitted for clarity.
Advanced Tweezers Are Broad-Spectrum Inhibitors of Enveloped
Viruses
We evaluated the antiviral activity of the tweezers
against other respiratory pathogens. For this, IAV, MeV, and RSV were
treated with escalating concentrations of tweezers and then used to
inoculate respective target cells. As tweezers are currently developed
as microbicides, we also included a sexually transmitted pathogen,
HIV-1. IAV infection rates were determined by quantifying intracellular
neuraminidase activity by a MUNANA assay, MeV and RSV infection were
quantified by flow cytometry detection of GFP expressing cells and
HIV-1 infection by a TZM-bl reporter assay (Figure a, Figure S15).
All tweezers inhibited IAV, MeV, RSV, and HIV-1 infection in a concentration-dependent
manner, without showing toxicity at the used concentrations (Figures S7, S16, and S17). IC50 values
of the most potent tweezers are in low micromolar and high nanomolar
ranges (Table ). Generally,
C6/C7 alkyl and aromatic tweezers showed a better pan-antiviral activity
and high SI values as compared to the other variants (Figure b, Table ). The antiviral activity against MeV, RSV,
and HIV-1 correlated well among each other, with those obtained with
lentiviral SARS-CoV-2 spike pseudoparticles and with the potency to
lyse virus-like liposomes (Table S4, Figure S11). Notably, no correlation was observed
for antiviral activity against IAV or SARS-CoV-2 with those of other
viruses or liposomes (Table S4).
Figure 7
Antiviral
activity of advanced tweezers against enveloped
respiratory pathogens and HIV-1. (a) IAV was incubated with
tweezers for 30 min at 37 °C before adding to Caco2 cells. Two
days later, viral neuraminidase activity was quantified in cellular
lysates by the MUNANA assay. MeV encoding GFP was incubated with tweezers
for 30 min at 37 °C before adding to A549 cells. Two days later,
infection was quantified using flow cytometry analysis. RSV encoding
GFP was incubated with tweezers for 30 min and used to inoculate A549
cells. One day later, infection was quantified by flow cytometry.
HIV-1 was incubated with tweezers for 10 min at 37 °C before
adding to TZM-bl reporter cells. Infection rates were determined 3
days later by quantifying β-galactosidase activity in cellular
lysates. Values represent mean infection rates normalized to mock
infected controls and are derived from two (in the case of MeV) or
three independent experiments each performed in triplicate (±SEM).
(b) Heat map showing IC50 and EC50 values of
tweezers against viruses and liposome.
Antiviral
activity of advanced tweezers against enveloped
respiratory pathogens and HIV-1. (a) IAV was incubated with
tweezers for 30 min at 37 °C before adding to Caco2 cells. Two
days later, viral neuraminidase activity was quantified in cellular
lysates by the MUNANA assay. MeV encoding GFP was incubated with tweezers
for 30 min at 37 °C before adding to A549 cells. Two days later,
infection was quantified using flow cytometry analysis. RSV encoding
GFP was incubated with tweezers for 30 min and used to inoculate A549
cells. One day later, infection was quantified by flow cytometry.
HIV-1 was incubated with tweezers for 10 min at 37 °C before
adding to TZM-bl reporter cells. Infection rates were determined 3
days later by quantifying β-galactosidase activity in cellular
lysates. Values represent mean infection rates normalized to mock
infected controls and are derived from two (in the case of MeV) or
three independent experiments each performed in triplicate (±SEM).
(b) Heat map showing IC50 and EC50 values of
tweezers against viruses and liposome.
Antiviral Activity of Tweezer against RSV and SARS-CoV-2 in
Mice
Having demonstrated that tweezers exert broad antiviral
activity in cell culture, we next evaluated the effect of the selected
tweezers on RSV infection of mice. For this, we exposed RSV to 2 mM
of CLR01, inactive CLR03, or buffer in a volume of 50 μL and
immediately infected BALB/cJ mice via the intranasal route. At day
5 post infection, mice were sacrificed, and lungs were collected,
homogenized, and subjected for viral RNA load analysis by RT-qPCR.
As shown in Figure S18, CLR01, but not
CLR03, completely abolished RSV infection. We then moved on and tested
the effect of the advanced tweezers CP006, CP019, and CP025 on SARS-CoV-2
infection of K18-hACE2 mice (n = 6 per group), using
a similar maximum efficacy setting. In brief, SARS-CoV-2 was exposed
to buffer control (PBS) or tweezers (150 μM), and then mixtures
were applied after 1 min incubation via the intranasal route. Seven
hours later, mice received a second treatment with PBS or tweezers.
Mice were monitored for body weights and clinical scores for 2 days,
but no significant side effects were observed (Figure a,b). At the end of day 2, mice were euthanized,
and lungs were collected, homogenized, subjected to viral RT-qPCR
(Figure c), and to
Western blot analysis for the viral N protein (Figure d and Figure S19). Viral RNA and N-protein expression could be quantified in 5 out
of 6 mice in the control group (3.27 × 106 to 5.0
× 102 for CP019 and CP025 and 5.28 × 102 for CP006 copies/mL in lung homogenate) showing productive SARS-CoV-2
infection of the lungs. In contrast, tweezer treatment completely
abolished SARS-CoV-2 infection of all tested mice (Figure c,d, Figure S19).
Figure 8
Molecular tweezers reduce viral load in the lungs
of SARS-CoV-2-infected
mice. (a, b) Tweezers (150 μM) or PBS were mixed with
SARS-CoV-2, and after 1 min incubation, the mixture was applied via
an intranasal route in 50 μL total volume into transgenic K18-hACE2
mice (n = 6). Seven hours after infection, the mice
received a second treatment at the same doses. Mice were monitored
daily for the body weight and clinical score. (c) On day 2 post-infection,
mice were sacrificed and their lungs were collected, homogenized,
and subjected for viral RNA load analysis by RT-qPCR. Viral loads
are shown for each individual mouse in addition to the geometric means
of each group. Statistical analysis was done using one-way analysis
of variance (ANOVA) with the Kruskal–Wallis test and Dunn’s
Pairwise Multiple Comparison Procedures as post hoc test (∗∗ = p < 0.01). (d) Western
blot analysis of SARS-CoV-2 Nucleocapsid and Tubulin expression in
mice lung homogenates of (c). Intensity of bands was quantified by
Fiji’s (ImageJ) built-in gel analysis tool (see Figure S19 for the gel image). Statistical analysis
was done using ordinary one-way ANOVA with Dunn’s Pairwise
Multiple Comparison Procedures (∗∗ = p < 0.01).
Molecular tweezers reduce viral load in the lungs
of SARS-CoV-2-infected
mice. (a, b) Tweezers (150 μM) or PBS were mixed with
SARS-CoV-2, and after 1 min incubation, the mixture was applied via
an intranasal route in 50 μL total volume into transgenic K18-hACE2
mice (n = 6). Seven hours after infection, the mice
received a second treatment at the same doses. Mice were monitored
daily for the body weight and clinical score. (c) On day 2 post-infection,
mice were sacrificed and their lungs were collected, homogenized,
and subjected for viral RNA load analysis by RT-qPCR. Viral loads
are shown for each individual mouse in addition to the geometric means
of each group. Statistical analysis was done using one-way analysis
of variance (ANOVA) with the Kruskal–Wallis test and Dunn’s
Pairwise Multiple Comparison Procedures as post hoc test (∗∗ = p < 0.01). (d) Western
blot analysis of SARS-CoV-2 Nucleocapsid and Tubulin expression in
mice lung homogenates of (c). Intensity of bands was quantified by
Fiji’s (ImageJ) built-in gel analysis tool (see Figure S19 for the gel image). Statistical analysis
was done using ordinary one-way ANOVA with Dunn’s Pairwise
Multiple Comparison Procedures (∗∗ = p < 0.01).
Discussion
We present here a series of novel advanced
molecular tweezers with
broad-spectrum antiviral activity against enveloped viruses. Lead
compounds such as CP020, CP025, CP019, and CP036 inhibit viral infectivity in vitro at sub-micromolar concentrations and exhibit high
selectivity indices suggesting a favorable therapeutic window for
topical applications. Furthermore, the maximum efficacy study in mice
demonstrated that treatment of RSV and SARS-CoV-2 with molecular tweezers
effectively abrogated viral infection in the absence of any unwanted
obvious side effects.Molecular tweezers act by a unique mode
of action: the phosphate
tweezer CLR01 and also the carboxylate tweezer CLR05 bind to lipid
heads, in particular to sphingomyelin, which is enriched in the viral
membrane.[14,24] Binding allows the tweezers to interact
with the membrane leading to high surface tension and membrane disruption.
Consequently, CLR01 and CLR05 inactivate HIV-1, IAV, HSV-1, HSV-2,
and ZIKV.[12,13] In the present study, we could additionally
show that SARS-CoV-2 and other respiratory viruses are inhibited by
CLR01. Furthermore, we designed, synthesized, and tested over 34 new
tweezers to improve antiviral activity and to achieve high SI values.
The performed structure-activity relationship study resulted in potentiated
tweezers with activities in the nanomolar range. Addition of hexyl
or heptyl ester arms onto CLR01 was most beneficial because it increased
antiviral activity with low toxicity. Thus, CP019 and CP020 reached
superior SI values of ∼208 and ∼313, suggesting a large
therapeutic window for medical applications. The most powerful introduced
side arms, however, were the aromatic groups, albeit at the cost of
slightly elevated toxicities with CC50 values around 100
μM. With IC50 values in the nanomolar range, again
high SI values were reached. The improved antiviral activity of all
aromatic and hexyl/heptyl tweezers was confirmed for the SARS-CoV-2
variants of concern Alpha, Beta, and Delta.Tweezers with C6-C7
alkyl arms exhibit the most potent antiviral
activity among alkyl tweezers. We tentatively explain this effect
with an optimal alkyl length for entering the membrane: short alkyl
side arms display too low penetration, while longer alkyl chains might
induce permanent self-inclusion and or steric hindrance. Aromatic
moieties provide increased rigidity as well as their resemblance of
cholesterol might favor membrane insertion and thus increase surface
tension.Simulations revealed that the tweezers may locally
increase the
surface tension of the membrane by forcing the heads of the lipids
to adopt a conformation with larger tilt angles (80 to 110°)
than unbound lipids. This destabilizing effect, although local, can
be important especially considering the multiple binding events on
different regions of the membrane observed during the simulations.
Unlike CLR01, the destabilizing effects of CP024, CP026, and CP020
on the modeled viral membranes go beyond the influence on the tilt
angle. As observed during the GaMD simulations with CP020, CP026,
and CP024, the new tweezers can incorporate their arms into the membrane.
This might lead to further increased surface tension and disruption
of the membrane around the tweezer–lipid complex. This effect
showcases how the rational design of molecular tweezers can enhance
their destabilizing effects on the viral membrane.Our SAR study
revealed that tweezer’s IC50 values
obtained for HIV-1, RSV, MeV, and pseudoviruses correlated well with
EC50 values observed in the liposome leakage assays. HIV-1,
RSV, and MeV as well as lentiviral vectors (used for pseudovirus generation)
bud through lipid rafts from the plasma membrane and are enriched
in cholesterol and sphingomyelin.[24] The
liposomes used in this study mimic this lipid composition, explaining
the observed correlations. However, no correlation was observed for
antiviral activities against SARS-CoV-2 and IAV. Interestingly, SARS-CoV-2
buds from the ERGIC (endoplasmic reticulum–Golgi intermediate
compartment) and is thus surrounded by a different lipid envelope
than viruses budding from the plasma membrane.[25] Thus, it would be interesting to determine how tweezers
disrupt liposomes with SARS-CoV-2-like lipid composition. The lack
of correlation for IAV, which also buds from the plasma membrane,
remains unclear. It might also be possible that tweezers may interact
with lysine and arginine residues[26] in
viral glycoproteins, such as the SARS-CoV-2 spike, thereby interfering
with the glycoprotein function and infection. Although we cannot rule
this out, the main target of the tweezers is most likely the viral
membrane, as it has been shown that tweezers also destroy lentiviral
particles lacking viral glycoproteins,[12] and that the antiviral activity of the tweezers correlates with
the activity in the liposome leakage assay, which is performed in
the absence of glycoproteins.From the perspective of medical
applications, we note that tweezers
rapidly lose antiviral activity in plasma due to albumin binding[13] but remain antivirally active in human mucus.
Thus, after successfully passing preclinical safety studies in animal
models and humans, we propose to apply potentiated tweezers as sprays
(nasal, mouth, or inhalation) to fight respiratory viral pathogens,
in particular SARS-CoV-2, against which prophylactic or therapeutic
interventions are most urgently needed. Exemplary, several breakthroughs
of SARS-CoV-2 infections despite vaccination have been reported.[27,28] This often leads to mild or asymptomatic infections, however increasing
the risk for people, which are not able to get vaccinated or in the
case of nonantibody responders.[29] Furthermore,
the highly transmissible variants of concern B.1.617.2 (Delta) and
B.1.1.529 (Omicron) reduce the effectiveness of vaccines in virus
shedding.[7,30,31] Molecular
tweezers might be used to reduce spread and viral load as supporting
antiviral agents.Finally, it is important to mention that the
next threat of new
viral infections of unknown origin can be expected in the near future.
As powerful destabilizers for viral membranes, our tweezers provide
a generally applicable antiviral principle that can be rapidly implemented
for medical intervention.
Material and Methods
Chemicals, Purification, and Characterization of Dialkyl Diphosphate
Tweezers
All chemicals in this work were purchased from Sigma-Aldrich,
Fisher Chemicals, VWR, Fluka, Acros Organics, and TCI in commercial
grade. Tweezer compounds were purified by preparative reversed-phase
high-performance liquid chromatography (HPLC) using a Prominence UFLC
system of Shimadzu equipped with the reverse-phase column Luna 5 μm
C18 (2), 100 × 21.20 mm from Phenomenex. The separation was achieved
via a gradient run with acetonitrile/water + 0.1% TFA at a flow rate
of 25 mL min–1 with peak detection at 210 nm. The
Q-TOF mass spectrometer Bruker maXis 4G was used for recording high-resolution
electron spray ionization (ESI) mass spectra. For the analysis, 1
μM tweezer solutions were prepared in methanol.1H, 13C, and 31P NMR spectra were recorded with the
Bruker AVNeo400 (1H = 400 MHz; 13C = 101 MHz,
and 31P = 162 MHz) at 25 °C for every tweezer compound
synthesized in this work. NMR titrations were carried out on the Bruker
DRX 500 (1H = 600 MHz) at 25 °C.
NMR Titration
1H NMR titration was performed
to quantify the interaction between CP020 (host) and phosphosphingomyelin
(SM, guest) by monitoring chemical shift changes in the choline head
group and deriving the binding constant by nonlinear regression. For
this experiment, SM was dissolved in deuterated methanol CD3OD at c = 0.33 mM. An NMR tube was filled with 600
μL of this lipid guest solution, and the first 1H
NMR spectrum was measured. The host solution (c =
10.2 mM) was prepared using the SM solution to keep the guest at a
constant concentration, while the host concentration was varied during
the titration. The host solution was added in increasing amounts (10–60
μL) leading to effective host concentrations of 0.17, 0.33,
0.49, 0.64, 0.93, 1.20, 1.46, 1.93, 2.35, 2.92, and 3.40 mM. The final
host/guest ratio was 10:1. After each addition, the resulting 1H NMR spectra were recorded and chemical shift changes of
the N(Me)3, the P–O–CH2–CH2 and P–O–CH2–CH2 protons of the choline head group were determined. Eventually, the
constants KA/KD and the Δδmax values were obtained by nonlinear
regression from the resulting binding isotherms.
Polarity Shift Experiment
A second NMR experiment was
carried out to characterize the relative content of cavity inclusion
of the heptyl side arms of CP020. To this end, the polarity of the
solvent was systematically varied by employing different solvent ratios
between DMSO-d6 and D2O. In
this experiment, the first two 1H NMR spectra were measured
after dissolving CP020 separately in 600 μL of DMSO-d6 (tube A) and 600 μL of D2O (tube B) (each 2 mg, 2.1 μmol, c = 3.4 mM).
Subsequently, increasing amounts of deuterated water was added to
tube A and increasing amounts of DMSO-d6 was added to tube B. This resulted in DMSO-d6:D2O ratios of 10:0, 9:1, 8:2, 7:3, 6:4, 5:5, 4:6,
3:7, 2:8, 1:9, and 0:10. 1H NMR spectra were recorded after
each addition, and the resulting upfield shifts with increasing solvent
polarity were monitored for the CH2 and CH3 protons
of the heptyl chain.
LV(Luc)-CoV-2 Inhibition Assay
To test activity of
molecular tweezers against lentiviral SARS-CoV-2 (LV(Luc)-CoV-2) pseudoparticles,
tweezers and pseudoparticles were incubated for 30 min at 37 °C
with serial dilution of tweezers and subsequently used to transduce
Caco2 cells. Transduction rates were assessed after 48 h by measuring
firefly luciferase activity using Firefly luciferase assay kit from
Promega. To this end, the supernatant was removed, and cells were
washed once with PBS and lysed with 40 μL lysis-buffer per well.
An amount of 30 μL of these lysates was transferred to a 96-well
Nunclon-delta white microwell plate and mixed with 50 μL of
luciferase assay substrate. Values represent luciferase activities
(measured in relative light units per second, RLU/s) derived from
triplicate transductions and normalized to values obtained from transduced
cells in the absence of tweezers.
SARS-CoV-2 Inhibition Assay
An amount of 25,000 Caco2
cells was seeded in a 100 μL medium in a 96-well plate. The
next day, 44 μL of medium were added on cells. Afterward, 60
μL serial dilutions of tweezers were mixed with 60 μL
of SARS-CoV-2 isolate BetaCoV/France/IDF0372/2020 for 2 h at 37 °C.
An amount of 36 μL of the tweezer-virus mix was then added on
cells, resulting in a multiplicity of infection (MOI) of 0.01 or 0.007.
Infection rates were assessed at 2 days post infection by in-cell
ELISA for SARS-CoV-2 nucleocapsid or spike.[32] Briefly, cells were fixed by adding 180 μL 8% paraformaldehyde
(PFA) for 30 min at room temperature (RT) and permeabilized by incubation
with 100 μL of 0.1% TritonX-100 for 5 min. After washing once
with PBS, cells were stained with 1:5000 diluted antispike protein
antibody 1A9 (Biozol GTX-GTX632604) or an antinucleocapsid antibody
(Sinobiological 40,143-MM05) in antibody buffer (10% FCS and 0.3%
Tween 20 in PBS) for 1 h at 37 °C. After 2 washes with 0.3% Tween
20 in PBS, the secondary HRP-conjugated antibody (Thermo Fisher #A16066)
(1:15,000) was incubated for 1 h at 37 °C. Following three times
of washing with 0.3% Tween 20 in PBS, the TMB peroxidase substrate
(Medac #52-00-04) was added for 5 min and the reaction stopped using
0.5 M H2SO4. The optical density (OD) was recorded
at 450 nm with a 620 nm background correction, using the Asys Expert
96 UV microplate reader (Biochrom). Signal derived from uninfected
cells was subtracted and untreated controls were set to 100% infection.
SARS-CoV-2 TCID50 Endpoint Titration
The
infectivity remaining after tweezer virus inhibition was determined
by tissue culture infectious dose 50 (TCID50). Briefly,
tweezer virus mixtures were incubated for 2 h at 37 °C and serially
diluted 2-fold followed by inoculation of Vero E6 cells. To this end,
20,000 Vero E6 were seeded per well in 96 flat-bottom well plates
in 100 μL medium and incubated over night before 62 μL
fresh medium was added. Next, 18 μL of titrated sample was used
for inoculation, resulting in final dilutions of 1:101 to
1:109 on the cells in triplicates. Cells were then incubated
for 5 to 7 days and monitored for CPE. TCID50/mL was calculated
according to Reed and Muench.[22]
Negative Staining of SARS-CoV-2 and Electron Microscopy
SARS-CoV-2 isolate BetaCoV/France/IDF0372/2020, produced in a serum-free
medium, was mixed 1:1 with respective concentrations of tweezers and
incubated for 30 min at 37 °C. Afterward, samples were inactivated
by incubation with PFA (2% final concentration) for 30 min at 37 °C
and 30 min at RT.[33] Negative-staining transmission
electron microscopy was performed according to Laue et al.[34] In brief, 10 μL of the virus supernatants
were placed directly onto freshly glow-discharged 300 mesh copper
grids, which were coated with a carbon reinforced formvar film. After
10 min adsorption at RT, grids were washed three times with double-distilled
water and negatively stained with 0.5% uranyl acetate in water. Virions
were imaged with a JEOL JEM-1400 transmission electron microscope
operated at 120 kV and quantified. To understand whether the dark
stain in the center of damaged virions originated from accumulation
of heavy metal stain in an indentation of the virion envelope surface
or from a damaged virus envelope and penetration of stain into the
virion, tomography was conducted on a JEOL JEM-2100F 200KV microscope
in a scanning transmission mode. The sample containing damaged virions
was tilted from −50° to 10° in 1.5° increments
and the bright-field signal was recorded. Tilt series images were
reconstructed to a tomogram with the IMOD software package.[35]
HIV-1 Inhibition Assay
To determine the inhibition
rate of HIV-1 by tweezers, HIV-1 NL4-3_92TH014-12 (R5) was incubated
1:1 for 10 min at 37 °C with serial dilution of tweezers, followed
by infection of TZM-bl cells in 96-well plate. Infection rates were
assessed after 48 h by detecting β-galactosidase activity in
cellular lysates using the Tropix Gal-Screen kit (Applied Biosystems)
and the Orion microplate luminometer (Berthold) for measurement. Values
represent β-galactosidase activities (relative light units per
second; RLU/s) derived from triplicate infections and normalized to
values obtained for infected cells in absence of tweezer.
MeV Inhibition Assay
To determine the antiviral effect
of molecular tweezers, MeV was incubated 1:1 with tweezers in the
absence of FCS for 30 min at 37 °C in the respective concentrations.
Meanwhile, A549 cells seeded the day before at a density of 20,000
cells per well in a 96-well plate were washed once with PBS before
infected with the tweezer/virus mixture reaching a MOI of 0.1 in a
volume of 40 μL per well. After 1 h of incubation at 37 °C,
160 μL of respective medium was added and incubated for further
48 h. Infected cells were then washed once with PBS and harvested
using 50 μL trypsin per well for 3–5 min until cells
were detached. Reaction was stopped with an equal amount of respective
medium, and cells were transferred into a 96-V-well plate. After washing
cells again, they were fixed in 2% PFA and GFP positive cells were
quantified by flow cytometry (CytoFLEX LX, Beckmann Coulter). Data
was analyzed by subtracting the background of uninfected cells and
normalization to infected cells in the absence of tweezers.
RSV Inhibition Assay
A549 cells were seeded in 48-well
plates (2.5 × 104 cells/well) the day before infection.
Tweezers at indicated concentrations were incubated with RSV for 30
min at 37 °C prior to infection using MOI of 1 of the pretreated
virus. The proportion infected live cells were determined 24 h post
infection using flow cytometry by detaching the cells using Trypsin–EDTA
prior to staining of the dead cells with a LIVE/DEAD Fixable near-IR
Dead Cell Stain Kit (Life Technologies). The data was obtained using
a FACSVerse Flow cytometer (BD Biosciences), and the analysis was
performed using the FlowJo software (Tree Star).
IAV Inhibition Assay
For inhibition assays, dilutions
of tweezers in the serum-free Caco2 medium were mixed with IAV. After
30 min incubation at 37 °C, the mixture was used to infect 40,000
Caco2 cells (MOI 0.0007), which were cultivated in 100 μL cDMEM.
After 48 h, infectivity rates were determined by measuring neuraminidase
activity in cellular lysates (MUNANA assay). To this end, cells were
washed once and lysed for 30 min in 1% TritonX-100. The lysates were
diluted 1:2 in MES buffer (containing 32.5 mM MES monohydrate and
4 mM CaCl2 dihydrate). A volume of 20 μL of each sample was
transferred to black 96-well plates, and 30 μL 100 μM
MUNANA (4-methylumbelliferyl)-N-acetylneuraminic
acid) were added. After 4 h of incubation at 37 °C and gentle
shaking, the reaction was stopped with 150 μL stop solution
containing 0.1 M glycine and 25% ethanol. The neuraminidase-dependent
cleavage of the substrate to the fluorescent product methylumbelliferone
was quantified at an excitation of 360 nm and an emission at 455 nm
and was measured on a SynergyTM H1 (BioTek, USA). The background from
uninfected cells was subtracted, and relative enzyme activity was
used to quantify infection rates.
Biomolecular Modeling
The model bilayer was composed
of 54, 30, and 36 molecules of 1,2-dioleoyl-sn-glycero-3-phosphocholine
(DOPC), sphingomyelin (SM), and cholesterol (Chol), respectively.
CP020 or CP024 tweezers (nine molecules in each replica) were placed
over the membranes at an initial distance of 4 Å following a
previously reported protocol.[14] The tweezer–membrane
systems were subjected to three production runs of 200 ns each of
Gaussian accelerated Molecular Dynamics simulations (GaMD)[36] for a total of 600 ns sampling in explicit TIP3P
water.[37] In the case of CP026, a similar
setup as for CP024 and CP020 was used for 200 ns of GaMD. The simulations
were performed using a 2 fs time step in a constant pressure regime
of 1 bar at 300 K. For the long-range electrostatics, the particle-mesh
Ewald method was employed.[38] A cutoff of
12 Å was used. The plane of the membrane was perpendicular to
the z-axis. Harmonic restraints were then used to
prevent the tweezers from artificially crossing the membranes in the
+z-direction and to keep the lipids from leaving
the membrane by diffusing in the same direction.[14] The GaMD simulations were performed using NAMD2.13 and
NAMD3.0 alpha9 (NAMD was developed by the Theoretical and Computational
Biophysics Group in the Beckman Institute for Advanced Science and
Technology at the University of Illinois at Urbana-Champaign)[39] and the CHARMM36[40,41] force field.
The parameters for the tweezers were obtained by using the Swissparam
server.[42] Tweezer parameters obtained in
this way have been tested and validated by us in previous work.[12,43] VMD 1.9.3[44] was used for visualization
and analysis of the trajectories. For the analysis of the lipids tilt
angles, MEMBPLUGIN was used.[45] For evaluating
the tilt angles of the unbound lipids, we used the lower leaflet of
the membrane. This way, no tweezer interacts with that leaflet since
we imposed constraints on the z-position of the tweezers
to avoid artificial crossing of the membranes. Thus, the tilt angles
of the lipids bound to tweezers can be compared to that of the lipids
alone, which are not affected by the influence of the tweezers, within
the same simulation.
Liposome Dye Leakage
Liposomes were prepared and tweezers
tested as previously described.[14]
SARS-CoV-2 Infection Experiment in Mice
Transgenic
K18-hACE2 mice were obtained from a commercial supplier (Jackson Laboratory,
USA) and bred at Fraunhofer IZI. Male mice (14 weeks old) were randomly
assigned into groups of 6 animals and kept under standard conditions
in isolated ventilated cages. The animal experiment was carried under
BSL3 conditions and performed in accordance with the EU Directive
2010/63/EU for animal experiments and was approved by local authorities.
For therapy, the tweezer molecules (CP019, CP025, or CP006) were mixed
with 300 FFU SARS-CoV-2 wildtype (WT, BetaCoV/Germany/BavPat1/2020
p.1 strain) at a concentration of 150 μM/50 μL. After
a 1 min incubation on 37 °C, the mixture was applied via intranasal
route in 50 μL total volume under isoflurane anesthesia. The
control group was infected with 300 FFU SARS-CoV-2 WT mixed with PBS.
Seven hours after infection, the mice received a second treatment
at the same doses. Mice were monitored daily for body weight and clinical
score and euthanized on day 2 after virus inoculation. Lung tissues
were collected in gentleMACS M tubes (Miltenyi Biotec, Germany) filled
with 2 mL PBS on ice. The tissue was homogenized using gentleMACS
Octo Dissociator (Miltenyi Biotec, Germany) with the RNA_1 program.
Afterward, tissue homogenates were centrifuged at 2000×g for 5 min at 4 °C to separate cell debris and the
supernatant was removed and stored at −80 °C until viral
RNA isolation. Viral RNA was isolated from 140 μL of homogenate
supernatants using QIAamp Viral RNA Mini Kit (Qiagen, Germany) according
to manufacturer’s instructions. RT-qPCR reactions were performed
using TaqMan Fast Virus 1-Step Master Mix (Thermo Fisher) and 5 μL
of isolated RNA as a template according to the published protocol.[46] Ten-fold serial dilutions in the range of 5
× 102 to 5 × 106 copies/5 μL
of synthetic SARS-CoV-2-RNA (Twist Bioscience, USA) were used as a
quantitative standard to obtain viral copy numbers. Statistical evaluation
(Graph Pad Prism) of the data was performed by Kruskal–Wallis
test (one-way ANOVA) and Dunn’s Pairwise Multiple Comparison
Procedures as post hoc test in comparison to the
mock-treated control.
SDS PAGE and Immunoblotting
Murine lung homogenates
as prepared for quantification of viral loads by qPCR were used for
preparation of protein lysates for WB analysis. 10% (v/v) lysis buffer
(10% Triton X-100, 10% SDS) and protein inhibitor cocktail were spiked
into homogenates, followed by high speed vortexing for 30s and incubation
at 4 °C for 5 min. Samples were then centrifuged at 21,000×g for 20 min, and supernatants transferred to new tubes
as protein lysates. Protein concentrations were determined by BCA
Assay (Pierce Rapid Gold BCA Protein Assay Kit, ThermoFisher) and
adjusted to the sample with the lowest concentration with PBS to achieve
equal loading. Loading dye (4× Protein Sample Loading Buffer,
Licor; final concentration 1×) and reducing agent (TCEP, Sigma
Aldrich, final concentration 50 mM) were added and samples heated
to 70 °C for 10 min. An amount of 15 μg protein was loaded
per lane on Novex BisTris 4–12% Gels and separated in MES buffer
(200 V, 30 min). Proteins were transferred to PVDF membranes then
blocked in Casein Blocker (ThermoFisher) for 1 h at RT. Membranes
were incubated in primary AB (SARS-CoV-2-N: 40143-R001 SinoBio) overnight,
washed 3× in PBS-Tween 20 (0.05%), and incubated with secondary
StarBright 520-coupled anti-rabbit AB (Bio-Rad) and primary labeled
anti-Tubulin hFAB Rhodamine-coupled (Bio-Rad) antibodies for 1 h RT.
After 4× washing, membranes were imaged on a Bio-Rad ChemiDoc
MP Imaging System. Intensity of bands was quantified by a Fiji’s
(ImageJ) built-in gel analysis tool.
RSV Infection Experiment in Mice
Female BALB/cJ mice
were purchased from Charles River (Germany) at 8 weeks of age and
maintained in a specific pathogen-free environment in isolated ventilated
cages. All animal experiments were carried out in accordance with
the EU Directive 2010/63/EU for animal experiments and were approved
by local authorities (no.: TVV 42/17). Two groups of six mice received
an intranasal (i.n.) treatment under isoflurane anesthesia of 100
nmol of either CLR01 or CLR03 mixed with 106 focus forming
units (FFU) of purified RSV (the Long strain, obtained from ATCC)
in 50 μL total volume. The third group served as a control and
was infected intranasally with 106 FFU of RSV in 50 μL
PBS. On day 5 post-infection, mice lungs were collected and homogenized
using gentleMACS M Tubes (Miltenyi Biotec, Germany) containing 2 mL
of ice-cold PBS using gentleMACS Dissociator (Miltenyi Biotec, Germany).
Homogenized tissues were cleared of debris by centrifugation at 2000×g and 4 °C for 5 min. RNA was isolated from 140 μL
of homogenate supernatants using the QIAamp-Viral-RNA-Mini Kit (Qiagen)
according to the manufacturer’s instructions. An amount of
45 ng of isolated RNA was reverse transcribed and analyzed with the
QuantiTect probe RT-PCR kit (Qiagen) using an RSA-1 forward primer
(5′-AGATCAACTTCTGTCATCCAGCAA-3′), an RSA-2 reverse primer
(5′-GCACATCATAATTAGGAGTATCAAT-3′), and SYBR Green detection.
Ten-fold dilutions of synthetic RSV-RNA of T7-transcripts were used
as RNA standards for the quantification of RSV copy numbers in mouse
samples as described.[47] Statistical analyses
were performed using GraphPad Prism Software Version 6 and one-way
ANOVA with the Kruskal–Wallis test and Dunn’s Pairwise
Multiple Comparison Procedures as post hoc test.
Statistically significant differences are indicated as follows: *
= p < 0.05, ** = p < 0.01,
**** = p < 0.001, **** = p < 0.0001, ns = not
significant.
Nonlinear Regression and Statistics
Unless stated otherwise,
analysis was performed using GraphPad Prism version 9.0.1. Calculations
of IC50 values via nonlinear regression were performed
using the normalized response-variable slope equation. For statistical
analysis, ordinary one-way ANOVA with Dunett’s multiple comparison
test was used. For correlation analysis, Spearman correlation was
performed.
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