Literature DB >> 33778258

Repurposing the Ebola and Marburg Virus Inhibitors Tilorone, Quinacrine, and Pyronaridine: In Vitro Activity against SARS-CoV-2 and Potential Mechanisms.

Ana C Puhl1, Ethan J Fritch2, Thomas R Lane1, Longping V Tse3, Boyd L Yount3, Carolina Q Sacramento4,5, Natalia Fintelman-Rodrigues4,5, Tatyana Almeida Tavella6, Fabio Trindade Maranhão Costa6, Stuart Weston7, James Logue7, Matthew Frieman7, Lakshmanane Premkumar2, Kenneth H Pearce8,9, Brett L Hurst10,11, Carolina Horta Andrade6,12, James A Levi13, Nicole J Johnson13, Samantha C Kisthardt13, Frank Scholle13, Thiago Moreno L Souza4,5, Nathaniel John Moorman2,8,14, Ralph S Baric2,3,14, Peter B Madrid15, Sean Ekins1.   

Abstract

Severe acute respiratory coronavirus 2 (SARS-CoV-2) is a newly identified virus that has resulted in over 2.5 million deaths globally and over 116 million cases globally in March, 2021. Small-molecule inhibitors that reverse disease severity have proven difficult to discover. One of the key approaches that has been widely applied in an effort to speed up the translation of drugs is drug repurposing. A few drugs have shown in vitro activity against Ebola viruses and demonstrated activity against SARS-CoV-2 in vivo. Most notably, the RNA polymerase targeting remdesivir demonstrated activity in vitro and efficacy in the early stage of the disease in humans. Testing other small-molecule drugs that are active against Ebola viruses (EBOVs) would appear a reasonable strategy to evaluate their potential for SARS-CoV-2. We have previously repurposed pyronaridine, tilorone, and quinacrine (from malaria, influenza, and antiprotozoal uses, respectively) as inhibitors of Ebola and Marburg viruses in vitro in HeLa cells and mouse-adapted EBOV in mice in vivo. We have now tested these three drugs in various cell lines (VeroE6, Vero76, Caco-2, Calu-3, A549-ACE2, HUH-7, and monocytes) infected with SARS-CoV-2 as well as other viruses (including MHV and HCoV 229E). The compilation of these results indicated considerable variability in antiviral activity observed across cell lines. We found that tilorone and pyronaridine inhibited the virus replication in A549-ACE2 cells with IC50 values of 180 nM and IC50 198 nM, respectively. We used microscale thermophoresis to test the binding of these molecules to the spike protein, and tilorone and pyronaridine bind to the spike receptor binding domain protein with K d values of 339 and 647 nM, respectively. Human Cmax for pyronaridine and quinacrine is greater than the IC50 observed in A549-ACE2 cells. We also provide novel insights into the mechanism of these compounds which is likely lysosomotropic.
© 2021 The Authors. Published by American Chemical Society.

Entities:  

Year:  2021        PMID: 33778258      PMCID: PMC7992063          DOI: 10.1021/acsomega.0c05996

Source DB:  PubMed          Journal:  ACS Omega        ISSN: 2470-1343


Introduction

As of March 2021, we remain in the midst of a global health crisis caused by a new virus that originated in Wuhan, China, in late 2019 and which has already generated unprecedented economic and social hardship. The new coronavirus, called severe acute respiratory coronavirus 2 (SARS-CoV-2) shares aspects of pathology and pathogenesis with the closely related SARS-CoV[1,2] and middle east respiratory syndrome coronavirus (MERS-CoV),[3] which also belong to the same family of Betacoronavirus. These viruses cause highly pathogenic respiratory infection that may lead to considerable morbidity, mortality, and the broad range of clinical manifestations associated with SARS-CoV-2, which has been collectively called 2019 coronavirus disease (COVID-19).[4] SARS-CoV-2 infection may result in cough, loss of smell and taste, respiratory distress, pneumonia, and extrapulmonary events characterized by a sepsis-like disease that require hospitalization and may lead to death.[5] Similar to SARS-CoV, SARS-CoV-2 directly interacts with the angiotensin converting enzyme 2 (ACE2) receptor in host cell types.[6−8] Because COVID-19 is established as a new public health problem and vaccines are unlikely to eradicate animal reservoirs of SARS-CoV-2, inhibition of key events during the viral life cycle could pave the way for repurposed drugs. Indeed, SARS-CoV-2 spread rapidly worldwide, prompting the World Health Organization to declare the outbreak a pandemic, with more than 1.5 million cases confirmed in less than 100 days. At the time of writing, there are over 116 million confirmed cases.[9] The high infection rate has caused considerable stress on global healthcare systems, leading to over 2.5 million deaths from COVID-19, and to date, USA has reported the largest number of fatalities.[9] Epidemic and pandemic disease outbreaks have intensified in recent years, and this will require various small-molecule therapeutic interventions to be developed. There have been many efforts globally to screen and identify drugs for SARS-CoV-2, and there are currently clinical trials using existing drugs that are being repurposed. One early success was the RNA polymerase inhibitor remdesivir, which had previously been in a clinical trial for Ebola viruses (EBOVs),[10] while also demonstrating inhibition of MERS activity in rhesus macaques[11] and against many SARS-like coronaviruses, including SARS-CoV-2 in primary human cells and in vivo.[12,13] Remdesivir demonstrated activity in Vero cells,[13,14] human epithelial cells, and Calu-3 cells[13] infected with SARS-CoV-2, which justified further testing in the clinic. This drug was then the subject of numerous clinical trials globally.[15,16,49] These included a randomized double-blind, placebo-controlled multicenter trial that demonstrated that remdesivir reduced the days to recovery,[15] although adverse events were also higher in treated versus placebo groups. Regardless, it quickly received an emergency use authorization.[16] A recent double-blind, randomized, placebo-controlled trial in adults hospitalized with COVID-19 and who had evidence of lower respiratory tract infection demonstrated that remdesivir was superior to placebo in shortening the time to recovery.[49] Most recently, a large multicenter SOLIDARITY trial showed no efficacy for hospitalized patients with COVID-19, indicating that this drug may be more useful early in infection. This drug was also recently approved by the Food and Drug Administration (FDA) in October 2020. There have also been notable failures, including hydroxychloroquine, which was also initially identified as active in Vero cells in vitro(17) but repeatedly failed completely in numerous clinical trials.[18,19] Still, repurposing drugs represent possibly the fastest way to identify a drug and bring it to the clinic with fewer potential hurdles if it is already an approved drug or clinical candidate.[20,21] There have been several large-scale high-throughput screens; one used Huh-7 cells and tested 1425 compounds, identifying 11 with activity IC50 < 1 μM.[22] Another screen of 1528 compounds led to 19 hits in Vero cells including 4 with IC50s of ∼1 μM.[23] In addition, a screen of the Prestwick library in hPSC lung organoids identified three hits.[24] A total of 12,000 clinical stage or FDA-approved compounds in the ReFRAME library were also screened using Vero cells, which led to 21 hits.[25] To date, we have collated well over 500 drugs that have in vitro data from the various published in vitro studies against this virus[14,17,26,27] and used these to build a machine-learning model that was used to select additional compounds for repurposing and testing.[28] Several of these molecules had also previously demonstrated in vitro activity against EBOV. For example, a machine-learning model was previously used to identify tilorone, quinacrine, and pyronaridine tetraphosphate[54] (Figure ), all of which had inhibited EBOV and Marburg in vitro, and they showed significant efficacy in the mouse-adapted EBOV (ma-EBOV) model.[29−32] All these molecules are also lysosomotropic,[33] which may contribute to their effect as possible entry inhibitors.
Figure 1

Structures of tilorone, quinacrine, and tilorone.

Structures of tilorone, quinacrine, and tilorone. Both chloroquine and hydroxychloroquine, its hydroxyl derivative, are alkylated 4-aminoquinolines (4AQs).[34] Quinacrine has a side chain similar to that in chloroquine, but it is based on an acridine nucleus, which was the first known clinically tested antimalarial (Figure ). This 9-aminoacridine was discovered in 1933 following an intensive search for synthetic quinine substitutes and was used when quinine became practically unavailable during World War II (WWII).[35] The nucleus of the drug pyronaridine is based on mepacrine (a 9-aminoacridine) with the addition of an amodiaquine-like side chain[35] (Figure ). These antimalarials have been shown to be lysosomotropic. For chloroquine and hydroxychloroquine, this property causes 4AQs to accumulate within lysosomes and other intracellular acidic compartments due to protonation and sequestration of the drug.[34] Uncharged 4AQs readily diffuse into the lysosome, but once protonated at their two basic residues, they cannot diffuse back out into the cytoplasm.[34] Tilorone is an amphiphilic cationic compound and is found to increase lysosomal pH and inhibit the ATP-dependent acidification,[36] which are characteristics of being lysosomotropic, with an IC50 (∼4 μM), on par with the well-known lysosomotropic compound chloroquine.[32] Quinacrine and pyronaridine have also been shown to be lysosomotropic.[37,38] Pyronaridine tetraphosphate is currently used as an antimalarial in combination with artesunate (Pyramax) and has also shown significant activity in the guinea pig-adapted model of EBOV infection.[39] Tilorone is structurally different and is used in Eastern Europe as an antiviral for influenza. Tilorone has also demonstrated in vitro inhibition of MERS[32,40] and SARS-CoV-2 with a low μM IC50 in Vero cells.[26] Most recently, tilorone, quinacrine, and pyronaridine tetraphosphate were demonstrated to bind to the EBOV glycoprotein. The Kd values for pyronaridine (7.34 μM), tilorone (0.73 μM), and quinacrine (7.55 μM) possessed higher affinity than previously reported compounds that were found to bind to this protein.[33] All three compounds have therefore made it to the clinic in various parts of the world for other applications (e.g., malaria, influenza, antiprotozoal, and so forth) and represent molecules that could be viable candidates for testing in mouse-adapted models for SARS-CoV-2. We now describe our efforts to repurpose these molecules for SARS-CoV-2.

Results

Cell Assays

SARS-CoV-2 susceptibility to tilorone, quinacrine, and pyronaridine was determined in two lineages of Vero Cells for initial screening. Unlike for Vero E6 (Figure S1) in the Vero 76 cell line (Table ), tilorone emerged as a potential hit because of a 7.5-fold margin between cytotoxicity and potency, as judged by the selectivity index (SI) (Table ). Moving forward to determine if these compounds were endowed with anti-SARS-CoV-2 activity in cells more relevant for COVID-19 pathophysiology, antiviral activity was assayed in intestinal, respiratory, hepatic, and immune cells. Testing in a virus yield reduction (VYR) assay on Caco-2 cells demonstrated activity for all three molecules (Table ) with a quinacrine EC90 of 10.54 μM (CC50 229.15 μM), a tilorone EC90 of 28.96 μM (CC50 111.49), and a pyronaridine EC90 of 5.49 μM (CC50 51.65 μM). For comparison purposes for efficacy across multiple cell lines, these data are depicted in Figure .
Table 1

EC50 and CC50 Values for Quinacrine, Pyronaridine, and Tilorone against SARS-CoV-2 (Strain USA_WA1/2020) in Vero 76 Cellsa

compounddrug assay nameEC50 (μM)CC50 (μM)SI50
quinacrine hydrochloridevisual (CPE/toxicity)>7.337.330
quinacrine hydrochlorideneutral red (CPE/toxicity)>6.876.870
tilorone dihydrochloridevisual (CPE/toxicity)6.6249.647.5
tilorone dihydrochlorideneutral red (CPE/toxicity)6.6249.647.5
pyronaridine tetraphosphatevisual (CPE/toxicity)>3.523.520
pyronaridine tetraphosphateneutral red (CPE/toxicity)>3.853.850

Drug concentration range: 0.1–100 μg/mL.

Table 2

EC90 and CC50 Values for Quinacrine and Tilorone against SARS-CoV-2 (Strain USA_WA1/2020) in Caco-2 Cellsa

compoundEC90 (μM)CC50 (μM)SI
quinacrine hydrochloride10.54229.15>22
tilorone dihydrochloride28.96111.493.9
pyronaridine tetraphosphate5.4951.659.4

Drug concentration range: 0.032–100 μg/mL. No CPE was observed in this assay. Only VYR data were reported.

Figure 2

Synopsis of the efficacy of the inhibition of SARS-CoV-2 across the multiple cell lines assessed for pyronaridine (A), tilorone (B), and quinacrine (C). For simplicity, if no inhibition was able to be determined (i.e., IC50 > CC50), these values were arbitrarily set to 50 μM as placeholders. Error bars (A549-ACE2 and Vero 76 only) represent the 95% CI.

Synopsis of the efficacy of the inhibition of SARS-CoV-2 across the multiple cell lines assessed for pyronaridine (A), tilorone (B), and quinacrine (C). For simplicity, if no inhibition was able to be determined (i.e., IC50 > CC50), these values were arbitrarily set to 50 μM as placeholders. Error bars (A549-ACE2 and Vero 76 only) represent the 95% CI. Drug concentration range: 0.1–100 μg/mL. Drug concentration range: 0.032–100 μg/mL. No CPE was observed in this assay. Only VYR data were reported. By means of measuring the double-stranded virus RNA as a proxy of virus replication, tilorone showed activity in Calu-3 cells with an EC50 of 10.77 μM and selectivity index (SI) = 2 (Figure S2). For comparison, remdesivir showed an EC50 of 0.016 μM and an SI > 622 (Figure S2). Tilorone was also tested in another laboratory (Dr. Thiago Moreno, Fiocruz, Brazil) at the multiplicity of infection (MOI) of 0.1 for 1 h at 37 °C and at different concentrations. Lysis of the cell monolayer was performed 48 h post infection, and the virus was titrated by plaque-forming unit (PFU) assays and reported as % inhibition. In this assay, tilorone had an IC50 of ∼9 μM and remdesivir showed almost 100% inhibition PFU/mL even at the lowest concentration tested of 0.6 μM [Figure S3, reported as % inhibition (A) and PFU/mL (B)]. SARS-CoV-2 can infect human hepatoma lineage (Huh-7); however, the viral titers produced in this cell are lower than those in Vero and Calu-3.[41] While African green monkey kidney cells (Vero E6), human hepatoma (HuH-7), and airway epithelial cells (Calu-3)[42] produced infectious SARS-CoV-2 titers and quantifiable RNA levels, A549 pneumocytes and induced pluripotent human neural stem cells displayed limited ability to generate virus progeny, as measured by PFUs of the virus below the limit of detection. In human hepatoma lineage (Huh-7), tilorone was tested and it did not show antiviral activity up to 1 μM (Figure S4). Tilorone was also tested for its ability to impair SARS-CoV-2 replication in human primary monocytes at 10 μM. Human primary monocytes were infected at the indicated MOI of 0.1 and treated with 10 μM of tilorone or remdesivir for 24 h. Remdesevir showed almost 50% inhibition of SARS-CoV-2 measured by the cell-associated viral RNA levels quantified by real-time polymerase chain reaction (RT-PCR), when cells were treated with 10 μM of compounds (Figure S5A). The activity of tilorone (Figure S5A) was due to cytotoxicity (Figure S5B), and SI = 0. Quinacrine and pyronaridine were tested on MTT Cytotoxicity assays in human monocytes and Vero CCL81 cells and demonstrated similar CC50 (Figure S6). The most promising results by far were achieved in A549-ACE2 cells which support SARS-CoV-2 growth to about 107 PFU/mL and in which quinacrine, tilorone, and pyronaridine all showed SARS-CoV-2 inhibition demonstrating IC50 values <200 nM (Figure ) and good selectivity indices. This inhibition compares well with remdesivir under the same conditions. When cells were pretreated for 1 h with pyronaridine and tilorone prior to the infection step, the compounds showed a higher affinity (2–3 times) compared to incubation (when the virus was incubated with compounds for 1 h prior to adding to the cells) (Figure ).
Figure 3

SARS-CoV-2 inhibition in A549-ACE2 cell lines. For each compound, inhibition was assessed with either an “incubation” (the virus and compound incubated for 1 h prior to infection) or “pretreatment” (cells incubated with the compound for 1 h prior to infection) step. Error bars for each point as well as the calculated IC50s are shown with their respective SEM. Each point represents a minimum of six replicates. (A) Pyronaridine, (B) quinacrine, (C) tilorone, and (D) remdesivir.

SARS-CoV-2 inhibition in A549-ACE2 cell lines. For each compound, inhibition was assessed with either an “incubation” (the virus and compound incubated for 1 h prior to infection) or “pretreatment” (cells incubated with the compound for 1 h prior to infection) step. Error bars for each point as well as the calculated IC50s are shown with their respective SEM. Each point represents a minimum of six replicates. (A) Pyronaridine, (B) quinacrine, (C) tilorone, and (D) remdesivir. All three compounds were also tested against a group 2a murine hepatitis virus (MHV) in DBT cells, a model of betacoronavirus genetics and replication.[43] Quinacrine showed an IC50 of 2.3 μM, and pyronaridine showed an IC50 of 2.75 μM, while for tilorone, the dose response curve did not reach the plateau and the IC50 was estimated to be 20 μM (Figure ).
Figure 4

MHV in DBT cells, a model of SARS-Cov-2 replication. Quinacrine IC50 = 2.3 μM and pyronaridine IC50 = 2.75 μM. The tilorone dose response curve did not reach the plateau, and the IC50 was estimated to be 20 μM.

MHV in DBT cells, a model of SARS-Cov-2 replication. Quinacrine IC50 = 2.3 μM and pyronaridine IC50 = 2.75 μM. The tilorone dose response curve did not reach the plateau, and the IC50 was estimated to be 20 μM. These compounds were also tested in Huh-7 cells infected by the human coronavirus 229E (HCov-229E), a group A alphacoronavirus which infects humans and bats.[44,45] It is an enveloped, positive-sense, single-stranded RNA virus which enters its host cell by binding to the aminopeptidase N (AP-N) receptor.[46] Quinacrine showed a decrease of 3.9 logTCID50/mL when tested at 10 μM; pyronaridine showed a decrease of 2.83 logTCID50/mL when tested at 20 μM, and tilorone did not show significant inhibition. The CC50 was >15 μM for quinacrine, and the CC50 was >20 μM for pyronaridine (Figure S7).

Microscale Thermophoresis

Based on our previous work showing that pyronaridine, tilorone, and quinacrine bind to EBOV glycoprotein,[33] this provided impetus to test them against the SARS-CoV-2 spike receptor binding domain (RBD). The Kd values for tilorone and pyronaridine were 339 and 647 nM, respectively, at pH 7.4 (Figure A) and 631 and 618 nM at pH 5.2, respectively (Figure B). Quinacrine did not demonstrate reproducible binding to this protein.
Figure 5

MST binding analysis for the interaction between spike RBD and compounds. The concentration of labeled spike RBD is kept constant at 5 nM, while the ligand concentration varies from 250 μM and 7.629 nM. The serial titrations result in measurable changes in the fluorescence signal within a temperature gradient that can be used to calculate the dissociation constant. The curve is shown as fraction bound [-] against compound concentration on a log scale. The binding affinity was measured at pH 7.4 (A) and pH 5.2 (B).

MST binding analysis for the interaction between spike RBD and compounds. The concentration of labeled spike RBD is kept constant at 5 nM, while the ligand concentration varies from 250 μM and 7.629 nM. The serial titrations result in measurable changes in the fluorescence signal within a temperature gradient that can be used to calculate the dissociation constant. The curve is shown as fraction bound [-] against compound concentration on a log scale. The binding affinity was measured at pH 7.4 (A) and pH 5.2 (B).

Vesicular Stomatitis Virus-Pseudotype SARS-CoV-2 Neutralization Assays

To directly measure the impact of these drugs on SARS-CoV-2 S glycoprotein-mediated entry, we employed vesicular stomatitis virus (VSV)-pseudotype SARS-CoV-2 assays. The neutralization activity for tilorone and pyronaridine did not achieve 50% neutralization as the dose response curves did not reach the plateau, suggesting little if any activity against SARS-CoV-2 spike protein-mediated docking and entry (Figure S8 and Table S2).

Discussion

Identifying drugs for any new virus in real time is extremely challenging due to the pressure to identify a treatment while large numbers of patients are suffering or dying, with only palliative care available. The SARS-CoV-2 outbreak is only the most recent such example. In humans, SARS-CoV-2 is currently thought to cause a biphasic disease characterized by early high titer virus replication in airway epithelial cells and type II pneumocytes, followed by virus clearance and immune-mediated pathology.[47] Consequently, drug development against SARS-CoV-2 is complicated by the diverse disease-mediating mechanisms associated with early direct virus cell killing and late immune-mediated pathology.[47] Studies in animals and in humans demonstrate that early administration of direct-acting antivirals is essential for efficacy; however, later in infection combination therapies including direct-acting antivirals with anti-inflammatory drugs will likely be required. Most of the research emphasis to date has been on the development of vaccines (with several now approved) or biologics, and only a relatively few small molecules have made it to the clinic, such as remdesivir.[48,49] Remdesivir was originally developed for hepatitis C viruses (HCVs) and then repurposed for EBOV; therefore, we hypothesized that other drugs used for treating this latter virus should also be evaluated. Our focus on repurposing drugs for EBOV[54] previously has led us to apply our approaches to SARS-CoV-2.[28] We reasoned that the three molecules (pyronaridine, tilorone, and quinacrine) for which we already had some antiviral knowledge of may be a useful starting point to explore for repurposing for SARS-CoV-2 and, based on our results, further suggest that these compounds should be evaluated in SARS-CoV-2 mouse models. Several groups have now published on these three drugs;[49,50] pyronaridine[51] and tilorone[26,52] are in clinical trials in different countries for SARS-CoV-2. Tilorone was previously identified in vitro in Vero cells as a hit against SARS-CoV-2 (IC50 4 μM)[26] and has also been shown to have similar activity against MERS[41] and Ebola[53] (as has remdesivir[11]). Tilorone was recently found to block the endocytosis of preformed α-Syn fibrils and was an inhibitor of heparan sulfate proteoglycan (HSPG)-dependent endocytosis.[54] Combined with our earlier findings of tilorone binding to the EBOV glycoprotein,[33] this would suggest that at minimum a partial direct antiviral effect rather than an effect on the innate immune system (as long assumed since the 1970s)[32] is responsible for the efficacy observed in this case. In our hands, tilorone has also shown antiviral activity against SARS-CoV-2 in A549-ACE2 (IC50 180 nM), in Vero 76 cell lines (IC50 of 6.62 μM) but not Vero E6, and to a lesser extent in Caco-2 and Calu-3. Pyronaridine is used in combination with artesunate to treat malaria.[55] We have previously demonstrated that both molecules show additivity against EBOV.[56] Pyronaridine was therefore of interest to us as a potential antiviral against SARS-CoV-2. More recently, pyronaridine was tested again in Vero cells by others (IC50 1.08 μM, CC50 37.09 μM) at 24 hpi and in Calu-3 cells (IC50 6.4 μM, CC50 43.08 μM) at 24 hpi.[50] Our results do not match any of these earlier data as we showed no activity in Vero 76, Vero E6 cells, and Calu-3 cells, while we did see activity in Caco-2 (EC90 5.49 μM), A549-ACE2 cells (IC50 = 198 nM), and MHV (IC50 2.75 μM). A recent screen of the Prestwick library in hPSC lung organoids identified the antiprotozoal quinacrine (EC50 2.83 μM)[57] which was followed up in mice infected with the SARS-CoV-2 pseudovirus and showed a significant decrease in infected cells.[57] Others have not observed significant in vitro SARS-CoV-2 activity for quinacrine in Vero cells,[26] while it has previously been demonstrated to possess activity against Ebola-infected HeLa cells[53] but not Vero cells.[29] In this study, we confirm no in vitro activity in Vero E6, Vero76, and Calu-3 but demonstrate activity in Caco-2 (EC90 10.54 μM), A549-ACE2 (IC50 122 nM), and MHV (IC50 2.3 μM) for quinacrine. These three drugs have therefore shown considerable variability in testing in different cell types infected with SARS-CoV-2 (Table S1) as compared to the recent literature. The differences between these and previous data published in Vero cells could be due to a number of factors including differences in assays, MOI, time of addition of the drug and expression levels of ACE2. It should also be clear that we see differences in the data reported for these compounds as well. These three drugs have all demonstrated low μM activity against SARS-CoV-2 in the best cases, and while A549-ACE2 appears especially sensitive to these drugs, the effectiveness of the remdesivir control is in line with published data from different cell lines.[13] Our observations of no inhibition in Vero E6 cells for tilorone, quinacrine, and pyronaridine are exactly as we had observed previously for EBOV.[58] The gold standard currently is primary human airway epithelial cells or a primary type II ATII cell as are targeted by the virus in vivo. We characterized binding of pyronaridine and tilorone to the spike RBD using microscale thermophoresis (MST), with Kd values for tilorone and pyronaridine of 339 and 647 nM, respectively (Figure ). Pyronaridine and tilorone bind to the spike RBD with 20–40 times weaker affinity when compared to ACE2, which has been reported to be ∼15 nM by different techniques.[59,60] In the VSV-pseudotype SARS-CoV-2 neutralization assay, we saw no measurable activity for tilorone and pyronaridine (Figure S6 and Table S2), suggesting that it may be necessary to modify these compounds to increase affinity for the spike protein to enhance activity. The binding affinity experiments using MST were performed with the RBD, which is the RBD that binds to ACE2. Despite these compounds binding to the spike RBD, their affinity is clearly not high enough to compete with binding to ACE2 in the pseudovirus assay and the compounds may bind to the RBD in a location that does not affect binding to the ACE2 receptor. We have previously characterized that these compounds are lysosomotropic,[56] so this may also be their mechanism of action against SARS-CoV-2, but this will require a significant amount of work outside the scope of this paper to confirm. The effect of lysosomotropic compounds on cells is multifaceted as evidenced by the prototypical lysosomotropic compound chloroquine. A well-known antiviral effect of chloroquine is against EBOV and has been associated with the pH increase within lysosomes, which reduces the efficiency of acid hydrolases (cathepsins) required for viral glycoprotein priming.[61] As there is some evidence that cathepsin is also involved in one entry mechanism of SARS-CoV-2, this function may also be involved in the partial inhibition of SARS-CoV-2 by compounds of this class, although it is unlikely the only mechanism of inhibition by lysosomotropic compounds. Interestingly, SARS-CoV-2 has recently been shown to also increase the pH of lysosomes, possibly through the open reading frame protein 3A (ORF3a).[62] As the sarbecovirus E protein also functions as a viroporin, these overlapping activities are likely requisites for efficient SARS-CoV-2 infection.[63−66] ORF3a has been shown to traffic to lysosomes and disrupt their acidification and ultimately viral egress.[62] ORF3a is also a viroporin, which modifies several cellular functions, including membrane permeability, membrane remodeling, and glycoprotein trafficking.[67] While lysosomotropic compounds have been shown to increase lysosomal pH, this effect has been demonstrated to be transient with multiple lysosomotropic compounds including chloroquine, fluoxetine, tamoxifen, and chlorpromazine. This was illustrated by multiple types of measurements, including a lack of a decrease in cathepsin activity over time.[68] It is possible that since cells are able to counter the pH change caused by the lysosomotropic compounds, this may translate into this same phenomenon with SARS-CoV-2-infected cells. If an increased pH of the lysosome is indeed required for the efficient egress of the virus, compounds that counteract this would potentially act as an antiviral. The “redundant” viroporin activities of E protein and ORF3a may also complicate the specificity and potency of lysosomotropic compounds if they target one but not both proteins. This is consistent with the ability to delete either one separately and still have a viable virus, yet if both are deleted, then the virus is inhibited. Consequently, lysosomotropic inhibitors must target both activities. While a pH change in acidic organelles is the most well-known effect of lysosomotropic compounds, they are also known to elicit other cellular effects such as inducing vacuole formation[69,70] by the fusion of lysosomes and late endosomes.[71] This is an important distinction because a precursor to this is a general disorganization of the Golgi complexes with an increased number of vesicles found proximal to the Golgi.[70] Therefore, lysosomotropic compounds not only create vacuoles but also cause the disruption of vesicle translation from the Golgi to distal subcellular locations.[72−74] Many lysosomotropic compounds have shown a similar disruption in vesicle trafficking, including transport to the apical plasma membrane.[75,76] Disruption of this translocation of vesicles from the trans golgi network (TGN) would likely inhibit the common biosynthetic secretory pathway used for egress of multiple viruses such as HCVs, dengue viruses, and West Nile viruses.[77,78] Additionally, many drugs that are known to be lysosomotropic also induce phospholipidosis in cells,[79] which is the reduced degradation of phospholipids, causing an excess accumulation in cells. The mechanism of drug-induced phospholipidosis is unclear but could be due to the cationic drug binding to bis(monoacylglycero)phosphate (BMP) in the phospholipid bilayer, which is heavily enriched within the lysosome membrane.[80] This affects the efficiency of acid hydrolases as well as disrupts interactions between membrane-bound proteins and molecules within the lysosomal lumen. Drug-induced phospholipidosis is also suggested to alter the lysosomal membrane curvature[81] similar to pH.[82] A change in membrane curvature is a phenomenon suggested to be important for the membrane fusion of other viruses,[83] which points to a similar effect on the membrane fusion of SARS-CoV-2. Multiple cellular alterations by lysosomotropic compounds may be involved in the inhibition of SARS-CoV-2 egress. Despite the compounds binding to the RBD, the affinity is 20–40 times lower as compared to binding to ACE2. Figure shows that when cells were pretreated for 1 h with pyronaridine and tilorone prior to the infection step, the compounds showed a higher affinity (2–3 times) compared to incubation (when the virus was incubated with compounds for 1 h prior to adding to the cells). This supports the hypothesis that the mechanism relies more on a host effect than on an effect on the virus, which further supports one of the mechanisms we proposed, specifically the lysosomotropic aspect of the compounds. It has also been demonstrated that the uptake of weak bases into lysosomes is a progressive process, which may take 20–60 min or longer to go to completion,[1] so a longer pretreatment time may show various effects. The difference in inhibition between incubation and pretreatment is statistically significant for both tilorone and pyronaridine. Pyronaridine and tilorone are stronger lysosomotropic compounds than quinacrine, which is based on their ability to inhibit lysotracker red.[56] This could be one explanation why pretreatment with tilorone and pyronaridine has lower IC50s than those with incubation (virus + compound) and why this does not occur with quinacrine. The relevance of pyronaridine, tilorone, and quinacrine as antivirals can be further assessed using their concentrations attained in vivo. The Cmax data in our previous mouse pharmacokinetics studies (intraperitoneal dosing) suggests that the concentration is above the average IC50 observed for EBOV inhibition in vitro (∼1 μM) (Table S2). For quinacrine and pyronaridine, we have also identified published human pharmacokinetics data, and these suggest that IC50 values up to 1 μM would be below the Cmax achieved for quinacrine and pyronaridine (Table S3). Therefore, as we have demonstrated IC50 values in some cell lines infected with SARS-CoV-2 around or below 1 μM this may enable them to achieve efficacious concentrations. While we could not find human pharmacokinetics data for quinacrine, it can still be considered as it was safely used during WWII in millions of soldiers as an antimalarial.[29] These three molecules generally have excellent in vitro ADME properties, and there is a considerable body of data that we have built up on them (Table S4) including the maximum tolerated dose in mice. This would certainly be useful for designing efficacy assessment studies in SARS-CoV-2-infected mouse models in future. It is important to study virus infection in different cell lines and understand the subtle differences among them when treated with drugs. SARS-CoV-2 infection experiments using primary human airway epithelial cells have been found to have CPEs 96 h after the infection.[84] However, primary human airway epithelial cells are expensive and do not proliferate indefinitely.[85] Several infinitely proliferating cell lines, such as Caco-2,[86] Calu-3,[87] HEK293T,[88] and Huh7,[87] have been utilized in SARS- CoV-2 infection experiments. These cell lines do not accurately mimic human physiological conditions and generate low titers of infectious SARS-CoV-2.[86−88] Despite this limitation, valuable information about the virus infection and replication can be learned from studies using these cell lines. A previous study[89] assessed 25 cell lines derived from different tissues or organs and host species and reported that CPEs were only seen in VeroE6 and FRhK4 cells after SARS-CoV-2 inoculation for up to 120 hpi. These findings are important for optimization of antiviral assays based on cell protection assessment because cell lines without obvious CPEs might lead to overestimation of cell viability and drug efficacy.[89] For efficient SARS-CoV-2 research, a cell line, such as Vero cells, that can easily replicate and isolate the virus is essential, but they have been shown not to produce interferons (IFNs) when infected with Newcastle disease viruses, rubella viruses, and other viruses.[90] Under previously described experimental conditions, productive SARS-CoV-2 replication in A549 cells was erratic,[41] which can be overcome by preparing A549 cells overexpressing ACE2 (as used in the current study). The differences in responses in different cell lines could be accounted for by the basic biochemistry, for example, hepatic cells, like Huh-7, are equipped with enzymes to synthesize nucleotides, carbohydrates, and lipids.[91] Hence, it is not surprising that the highest potency of remdesivir against SARS-CoV-2 is found in Huh-7 cells, followed by Calu-3 and Vero, implying that Huh-7 and subsequently Calu-3 are active to convert it to its triphosphate.[41,92] SARS-CoVs that enter the host via the respiratory tract, airway and alveolar epithelial cells, vascular endothelial cells, and alveolar macrophages are among their first targets of viral entry.[93] Viral entry may depend as well on the expression of TMPRSS2 because nearly undetectable amounts of ACE2 still support SARS-CoV entry as long as TMPRSS2 is present.[94] The SARS-CoV-2 spike contains a furin cleavage site, thus reducing the dependence of SARS-CoV-2 on target cell proteases (TMPRSS2/cathepsin L) for entry,[95,102] and furin is abundantly expressed in human bronchial epithelial cells, thus potentially extending its cellular tropism.[96] While the nasal airway epithelium replicates the virus best early,[97] Type II pneumocytes are the most affected cells in the lung of patients that died from COVID-19.[98] Both A549 and Calu-3 cells are lung epithelial cells (based on ATCC information). Under continuous submersible culture, A549 cells decrease the expression of the type C surfactant and enhances the expression of aquaporin V, a phenotype of type I pneumocytes.[99] Calu-3 is an airway epithelial cell that can be induced to differentiate into a ciliated airway epithelial cell.[42] For entry inhibitors, Calu-3 is a better model than Vero and A549 cells because Calu-3 expresses TMPRSS2. The lack of antiviral activity of chloroquine in Calu-3 cells would likely have anticipated its failure in clinical trials.[100] Under regular cell culture, Calu-3 and Caco-2 better support virus entry than A549;[89,101] however, the latter are much easier to grow, reinforcing the interest in generating A549-ACE2 cells which replicate SARS-CoV-2 to titers of ∼107 PFU/mL.

Conclusions

In conclusion, this study shows the importance of an exhaustive comparison of different cell lines when testing small molecules as inhibitors of SARS-CoV-2 and clearly indicates how subtle differences in experimental approaches with the same cell lines can have dramatic effects on whether a drug is identified as an inhibitor or not. We illustrate this now for Vero cells which when infected with Ebola or SARS-CoV-2 are insensitive to quinacrine, tilorone, and pyronaridine.[58] This may be related to the mechanism of entry in these cells, the lack of IFNs in Vero cells, or other factors that limit activity for these lysosomotropic compounds.[56] While they are not as potent inhibitors against SARS-CoV-2 as remdesivir in most cell types, they are comparable in the A549-ACE2 cell line. Future work will focus on testing the efficacy of these drugs against SARS-CoV-2 in animal models and further interrogation of the mechanism.

Methods

Chemicals and Reagents

Pyronaridine tetraphosphate [4-[(7-chloro-2-methoxybenzo[b][1,5]naphthyridin-10-yl)amino]-2,6-bis(1-pyrrolidinylmethyl)phenol phosphate (1:4)][54] was purchased from BOC Sciences (Shirley NY). Tilorone and quinacrine were purchased from Cayman Chemicals (Ann Arbor, Michigan). The purity of these compounds is greater than 95%.

Vero E6 Cells

All drugs were tested with Vero E6 cells as described recently.[102] Cells were plated in opaque 96-well plates 1 day prior to infection. Drug stocks were made in dimethyl sulfoxide (DMSO), water, or methanol. Drugs were diluted from the stock to 50 μM and an eight-point 1:2 dilution series made. Cells were pretreated with the drug for 2 h at 37 °C and 5% CO2 prior to infection at an MOI of 0.01 or 0.004. Vehicle controls were used on every plate, and all treatments were performed in triplicate for each screen. In addition to plates that were infected, parallel plates were left uninfected to monitor cytotoxicity of the drug alone. Three independent screens with this setup were performed. Cells were incubated at 37 °C and 5% CO2 for 3 days before CellTiter-Glo assays were performed as per the manufacturer’s instructions (Promega). Luminescence was read using a Molecular Devices SpectraMax L plate reader.

Vero 76 Cell Reduction of the Virus-Induced Cytopathic Effect (Primary CPE Assay)

Confluent or near-confluent cell culture monolayers of Vero 76 cells are prepared in 96-well disposable microplates the day before testing. Cells are maintained in the minimum essential medium (MEM) supplemented with 5% fetal bovine serum (FBS). For antiviral assays, the same medium is used but with FBS reduced to 2% and supplemented with 50 μg/mL gentamicin. Compounds are dissolved in DMSO, saline, or the diluent requested by the submitter. Less soluble compounds are vortexed, heated, and sonicated, and if they still do not go into the solution, they are tested as colloidal suspensions. The test compound is prepared at four serial log10 concentrations, usually 0.1, 1.0, 10, and 100 μg/mL or μM (as per the sponsor’s preference). Lower concentrations are used when an insufficient compound is supplied. Five microwells are used per dilution: three for infected cultures and two for uninfected toxicity cultures. Controls for the experiment consist of six microwells that are infected and not treated (virus controls) and six that are untreated and uninfected (cell controls) on every plate. A known active drug is tested in parallel as a positive control drug using the same method as is applied for test compounds. The positive control is tested with every test run. Growth media are removed from the cells, and the test compound is applied in a 0.1 mL volume to wells at a 2× concentration. The virus, normally at an ∼60 CCID50 (50% cell culture infectious dose) in a 0.1 mL volume is added to the wells designated for virus infection. The medium devoid of the virus is placed in toxicity control wells and cell control wells. Plates are incubated at 37 °C with 5% CO2 until marked CPE (>80% CPE for most virus strains) is observed in virus control wells. The plates are then stained with 0.011% neutral red for approximately 2 h at 37 °C in a 5% CO2 incubator. The neutral red medium is removed by complete aspiration, and the cells may be rinsed 1× with phosphate-buffered solution (PBS) to remove the residual dye. PBS is completely removed, and the incorporated neutral red is eluted with 50% Sorensen’s citrate buffer/50% ethanol for at least 30 min. The neutral red dye penetrates living cells; thus, the more intense the red color, the larger the number of viable cells present in the wells. The dye content in each well is quantified using a spectrophotometer at a 540 nm wavelength. The dye content in each set of wells is converted to a percentage of the dye present in untreated control wells using a Microsoft Excel computer-based spreadsheet and normalized based on the virus control. The 50% effective (EC50, virus-inhibitory) concentrations and 50% cytotoxic (CC50, cell-inhibitory) concentrations are then calculated by regression analysis. The quotient of CC50 divided by EC50 gives the SI value. Compounds showing SI values ≥ 10 are considered active.

Vero 76 Cell Reduction of Virus Yield (Secondary VYR Assay)

Active compounds are further tested in a confirmatory assay. This assay is set up like the methodology described above, and only eight half-log10 concentrations of the inhibitor are tested for antiviral activity and cytotoxicity. After sufficient virus replication occurs (3 days for SARS-CoV-2), a sample of the supernatant is taken from each infected well (three replicate wells are pooled) and tested immediately or held frozen at −80 °C for later virus titer determination. After maximum CPE is observed, the viable plates are stained with the neutral red dye. The incorporated dye content is quantified as described above to generate the EC50 and CC50 values. The VYR test is a direct determination of how much the test compound inhibits virus replication. The virus yielded in the presence of the test compound is titrated and compared to virus titers from the untreated virus controls. Samples were collected 3 days after infection. Titration of the viral samples (collected as described in the paragraph above) is performed by endpoint dilution.[103] Serial 1/10 dilutions of the virus are made and plated into four replicate wells containing fresh cell monolayers of Vero 76 cells. Plates are then incubated, and cells are scored for the presence or absence of the virus after distinct CPE is observed (3 days after infection); the CCID50 is calculated using the Reed–Muench method.[103] The 90% (one log10) effective concentration (EC90) is calculated by regression analysis by plotting the log10 of the inhibitor concentration versus log10 of the virus produced at each concentration. Dividing EC90 by the CC50 gives the SI value for this test.

Yield-Reduction Assays in Monocytes, Calu-3, and Huh-7

Human hepatoma lineage (Huh-7), the lung epithelial cell line (Calu-3), or human primary monocytes from healthy donors (5 × 10 × 105 cell/well in 24-multiwell plates) were infected at an MOI of 0.1 for 1 h at 37 °C and treated with different concentrations of the compounds. Lysis of the cell monolayer was performed 24 h (for monocytes) or 48 h (for Huh-7 and Calu-3 cells) post infection, and the culture supernatant was harvested 48 h post infection; the virus was titrated by PFU assays in Vero E6 cells. Alternatively, cell-associated viral genomic (ORF1b) and subgenomic (ORFE) RNA was quantified by RT-PCR.[104] The standard curve method was employed for virus quantification. For reference to the cell amounts used, the housekeeping gene RNAse P was amplified.[41]

Calu-3 Cells

Calu-3 (ATCC, HTB-55) cells were pretreated with test compounds for 2 h prior to continuous infection with SARS-CoV-2 (isolate USA WA1/2020) at an MOI of 0.5. 48 h post infection, cells were fixed, immunostained, and imaged by automated microscopy for infection (dsRNA + cells/total cell number) and cell number. Sample well data were normalized to aggregated DMSO control wells and plotted versus drug concentration to determine the IC50 (infection: blue) and CC50 (toxicity: green).

Caco-2 Cell Virus Yield Reduction

For the Caco-2 VYR assay, the methodology is identical to the Vero 76 cell assay other than the insufficient CPE observed on Caco-2 cells to allow EC50 calculations. The supernatant from the Caco-2 cells is collected on day 3 post infection and titrated on Vero 76 cells for virus titer as before.

A549-ACE2 Cells

A549-ACE2 cells were plated in Corning black-walled clear bottom 96-well plates 24 h before infection for confluency. Drug stocks were diluted in DMSO for a 200× concentration in an eight-point 1:4 dilution series. Prepared 200× dilutions were then diluted to a 2× concentration in infection media [Gibco Dulbecco’s modified Eagle’s medium (DMEM) supplemented with 5% HyClone FetalCloneII, 1% Gibco NEAA, 1% Gibco Pen-Strep]. Growth media were removed, and cells were pretreated with a 2× drug for 1 h prior to infection at 37 °C and 5% CO2. Cells were either infected at an MOI of 0.02 with the infectious clone SARS-CoV-2-nLuc[97] or mock-infected with infection media to evaluate toxicity. Effects of compounds to the virus were also evaluated by incubating the virus at an MOI of 0.02 with compounds 1 h prior to the infection step. In this step, cell media were removed and 1× of the virus at an MOI of 0.02 was added to the cells. 48 h post infection, wells were treated with Nano-Glo luciferase assay activity to measure viral growth or the CytoTox-Glo Cytotoxicity assay to evaluate toxicity of drug treatments, performed as per the manufacturer’s instructions (Promega). Nano-Glo assays were read using a Molecular Devices SpectraMax plate reader, and CytoTox-Glo assays were read using a Promega GloMax plate reader. Vehicle-treated wells on each plate were used to normalize replication and toxicity. Drug treatment was performed in technical duplicate and biological triplicate.

VSV-Pseudotype SARS-CoV-2 Neutralization Assays

Tilorone dihydrochloride, quinacrine hydrochloride, and pyronaridine tetraphosphate were tested for neutralization activity against the SARS-CoV-2 spike protein using a VSV-pseudotyped (rVSV-SARS-CoV-2 S) neutralization assay in Vero ATCC CCL-81 [IBT Bioscience (Rockville, MD)]. The luciferase-based microneutralization assay was conducted in Vero cells seeded in black 96-well plates on day 1 at 6.00 × 104 cells per well. Eight serial dilutions were prepared in triplicate and incubated for 1 h with approximately 10,000 RLU of rVSV-SARS-CoV-2; the virus only and cells only were added for controls and calculations. The TA/virus mixture was then added to the Vero cells, and the plates were incubated for 24 h at 37 °C. Firefly luciferase activity was detected using the Bright-Glo Assay System kit (Promega). The 50% inhibition concentration (IC50) was calculated using the XLfit dose response model.

Murine Hepatitis Virus

Each compound was tested for antiviral activity against MHV, a group 2a betacoronavirus, in DBT cells. Each compound was tested against MHV using an eight-point dose response curve consisting of serial 4-fold dilutions, starting at 10 μM. Cytotoxicity of these compounds was not performed in this cell line, and there was no discernible cytotoxic effect of the compounds at the dosages tested.

HCoV 229E Antiviral Assay

HCoV 229E (a gift from Ralph Baric, UNC, Chapel Hill) was propagated on Huh-7 cells, and titers were determined by the TCID50 assay on Huh-7 cells. Huh-7 cells were plated at a density of 25,000 cells per well in 96-well plates and incubated for 24 h at 37 °C and 5% CO2. Cells were infected with HCoV 229E at an MOI of 0.1 in a volume of 50 μL of MEM 1 + 1 + 1 [modified Eagle’s medium, 1% FBS, 1% antibiotics, 1% N-(2-hydroxyethyl)piperazine-N′-ethanesulfonic acid (HEPES) buffer] for 1 h. The virus was removed, cells were rinsed once with PBS, and compounds were added at the indicated concentrations in a volume of 100 μL. Supernatants were harvested after 24 h, which were serially 10-fold diluted, and virus titer was determined by the TCID50 assay on Huh-7 cells. CPE was monitored by visual inspection at 96 h post infection. TCID50 titers were calculated using the Spearmann-Karber method.[105,106]

Cytotoxicity

Cytotoxicity of compounds was assessed by the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay for quantification of cellular mitochondrial activity as an indirect measurement of cell viability. Briefly, freshly collected peripheral blood mononuclear cells were plated in a 96-well plate at a concentration of 105 cells/well in the RPMI medium for 2 h to allow adhesion of monocytes. The RPMI medium was then changed for a complete medium supplemented with proper drug concentrations and controls for 24 h at 5% CO2 and 37 °C. Vero CCL81 cells were cultivated at 5% CO2 and 37 °C using DMEM supplemented with 10% heat-inactivated FBS. For this experiment, Vero cells were seeded at a density of 104 cells/well in a 96-well plate prior to incubation with a serial dilution of compounds of interest and controls for 72 h. After drug treatment, cells were next incubated with MTT (Sigma-Aldrich M5655) for 4 h, followed by formazan crystal solubilization with isopropanol and absorbance readings at OD570.[107] Cellular viability was expressed as a percentage relative to the vehicle-treated control. The CC50 was defined as the concentration that reduced the absorbance of treated cells to 50% when compared to non-treated controls. For Huh-7 cells, the cytotoxicity of extracts and pure compounds was determined according to the manufacturer’s instructions using the CytoScan LDH cytotoxicity assay (G-Biosciences, St. Louis, MO). Briefly, 25,000 Huh-7 cells per well were added to 96-well plates and incubated for 24 h at 37 °C and 5% CO2. Compounds were added with fresh media at the indicated concentrations to triplicate wells for 24 h. Following the incubation, the plates were centrifuged at 250g for 5 min and 50 μL of the supernatant from each well was transferred to a new plate. An equal volume of the substrate mix was added to each well and the plates incubated at room temperature for 30 m. Then, the stop solution was added, and the absorbance was measured at 490 nm using a plate reader (Synergy HT, BioTek, Winooski, VT). The percent cytotoxicity was determined using the following formula: (experimental-spontaneous absorbance/maximum-spontaneous absorbance) × 100.

Expression and Purification of the Spike RBD of SARS-CoV-2

A codon-optimized gene encoding for SARS-CoV-2 (331–528 amino acids, QIS60558.1) was expressed in Expi293 cells (Thermo Fisher Scientific) with human serum albumin secretion signal sequence and fusion tags (6× Histidine tag, Halo tag, and TwinStrep tag) as described before.[108] The S1 RBD was purified from the culture supernatant by nickel–nitrilotriacetic acid agarose (Qiagen), and the purity was confirmed to be >95% as judged by coomassie-stained sodium dodecyl sulfate-polyacrylamide gel electrophoresis. The purified RBD protein was buffer-exchanged to 1× PBS prior to analysis by MST. Experiments were performed using a Monolith Pico (NanoTemper). Briefly, 10 μM protein was labeled using a Monolith Protein Labeling Kit RED-NHS 2nd Generation (Amine Reactive), with threefold excess NHS dye in PBS (pH 7.4). The free dye was removed according to the manufacturer’s instruction, and the protein was eluted in the MST buffer [N-(2-hydroxyethyl)piperazine-N′-ethanesulfonic acid (HEPES) 10 mM pH 7.4, NaCl 150 mM] and centrifuged at 15 k rcf for 10 min. Binding affinity measurements were performed using 5 nM protein a serial dilution of compounds, starting at 250 μM. For each experimental compound, 16 independent stocks were made in DMSO using a 2-fold serial dilution (10 mM initial concentration). 19.5 μL of the spike RBD (5 nM) of the labeled protein in the MST buffer containing 0.1% Triton X-100 and 1 mM β-mercaptoethanol (BME) was combined with 0.5 μL of the compound stock and then mixed thoroughly. This resulted in 2-fold serial dilution testing series with the highest and lowest concentrations of 250 μM and 7.629 nM, respectively, with a consistent final DMSO concentration of 2.5%. The protein was incubated on ice in the presence of compounds for 1 h prior to transferring to standard Monolith NT.115 capillaries. Experiments were run at 20% excitation and a high MST power at 23.0 °C on a Monolith NT.115Pico (NanoTemper). Each experimental compound was run in triplicate. The data were obtained with MO.Control 1.6.1 (NanoTemper Technologies). Recorded data were analyzed with MO.Affinity Analysis 2.3 (NanoTemper Technologies). The dissociation constant Kd quantifies the equilibrium of the reaction of the labeled molecule A (concentration cA) with its target T (concentration cT) to form the complex AT (concentration cAT) and is defined by the law of mass action as Kd = cAxcT/cAT, where all concentrations are “free” concentrations. During the titration experiments, the concentration of the labeled molecule A is kept constant and the concentration of added target T is increased. These concentrations are known and can be used to calculate the dissociation constant. The free concentration of the labeled molecule A is the added concentration minus the concentration of the formed complex AT. The Kd is calculated as . The fraction of bound molecules x can be derived from Fnorm, where Fnorm(A) is the normalized fluorescence of only unbound labeled molecules A and Fnorm(AT) is the normalized fluorescence of complexes AT labeled as shown by the equation . The MST traces that showed aggregation or outliers were removed from the data sets prior to Kd determination.
  90 in total

1.  Pyronaridine tetraphosphate efficacy against Ebola virus infection in guinea pig.

Authors:  Thomas R Lane; Christopher Massey; Jason E Comer; Alexander N Freiberg; Huanying Zhou; Julie Dyall; Michael R Holbrook; Manu Anantpadma; Robert A Davey; Peter B Madrid; Sean Ekins
Journal:  Antiviral Res       Date:  2020-07-16       Impact factor: 5.970

2.  Severe acute respiratory syndrome coronavirus group-specific open reading frames encode nonessential functions for replication in cell cultures and mice.

Authors:  Boyd Yount; Rhonda S Roberts; Amy C Sims; Damon Deming; Matthew B Frieman; Jennifer Sparks; Mark R Denison; Nancy Davis; Ralph S Baric
Journal:  J Virol       Date:  2005-12       Impact factor: 5.103

3.  Membrane simulations mimicking acidic pH reveal increased thickness and negative curvature in a bilayer consisting of lysophosphatidylcholines and free fatty acids.

Authors:  Katariina Lähdesmäki; O H Samuli Ollila; Artturi Koivuniemi; Petri T Kovanen; Marja T Hyvönen
Journal:  Biochim Biophys Acta       Date:  2010-02-02

4.  SARS-CoV-2 entry factors are highly expressed in nasal epithelial cells together with innate immune genes.

Authors:  Waradon Sungnak; Ni Huang; Christophe Bécavin; Marijn Berg; Rachel Queen; Monika Litvinukova; Carlos Talavera-López; Henrike Maatz; Daniel Reichart; Fotios Sampaziotis; Kaylee B Worlock; Masahiro Yoshida; Josephine L Barnes
Journal:  Nat Med       Date:  2020-04-23       Impact factor: 53.440

5.  Review of pyronaridine anti-malarial properties and product characteristics.

Authors:  Simon L Croft; Stephan Duparc; Sarah J Arbe-Barnes; J Carl Craft; Chang-Sik Shin; Lawrence Fleckenstein; Isabelle Borghini-Fuhrer; Han-Jong Rim
Journal:  Malar J       Date:  2012-08-09       Impact factor: 2.979

6.  Acridine and acridinones: old and new structures with antimalarial activity.

Authors:  Aymé Fernández-Calienes Valdés
Journal:  Open Med Chem J       Date:  2011-03-09

7.  The species Severe acute respiratory syndrome-related coronavirus: classifying 2019-nCoV and naming it SARS-CoV-2.

Authors: 
Journal:  Nat Microbiol       Date:  2020-03-02       Impact factor: 17.745

Review 8.  Opportunistic intruders: how viruses orchestrate ER functions to infect cells.

Authors:  Madhu Sudhan Ravindran; Parikshit Bagchi; Corey Nathaniel Cunningham; Billy Tsai
Journal:  Nat Rev Microbiol       Date:  2016-06-06       Impact factor: 60.633

9.  Repurposing Pyramax®, quinacrine and tilorone as treatments for Ebola virus disease.

Authors:  Thomas R Lane; Julie Dyall; Luke Mercer; Caleb Goodin; Daniel H Foil; Huanying Zhou; Elena Postnikova; Janie Y Liang; Michael R Holbrook; Peter B Madrid; Sean Ekins
Journal:  Antiviral Res       Date:  2020-08-13       Impact factor: 5.970

10.  Engineering human ACE2 to optimize binding to the spike protein of SARS coronavirus 2.

Authors:  Kui K Chan; Danielle Dorosky; Preeti Sharma; Shawn A Abbasi; John M Dye; David M Kranz; Andrew S Herbert; Erik Procko
Journal:  Science       Date:  2020-08-04       Impact factor: 47.728

View more
  25 in total

1.  Broad-spectrum Respiratory Virus Entry Inhibitors.

Authors:  Hanjun Zhao; Kwok-Yung Yuen
Journal:  Adv Exp Med Biol       Date:  2022       Impact factor: 2.622

2.  Machine Learning Models Identify Inhibitors of SARS-CoV-2.

Authors:  Victor O Gawriljuk; Phyo Phyo Kyaw Zin; Ana C Puhl; Kimberley M Zorn; Daniel H Foil; Thomas R Lane; Brett Hurst; Tatyana Almeida Tavella; Fabio Trindade Maranhão Costa; Premkumar Lakshmanane; Jean Bernatchez; Andre S Godoy; Glaucius Oliva; Jair L Siqueira-Neto; Peter B Madrid; Sean Ekins
Journal:  J Chem Inf Model       Date:  2021-08-13       Impact factor: 6.162

3.  Defending Antiviral Cationic Amphiphilic Drugs That May Cause Drug-Induced Phospholipidosis.

Authors:  Thomas R Lane; Sean Ekins
Journal:  J Chem Inf Model       Date:  2021-09-13       Impact factor: 6.162

Review 4.  Beyond the vaccines: a glance at the small molecule and peptide-based anti-COVID19 arsenal.

Authors:  Kunal Nepali; Ram Sharma; Sachin Sharma; Amandeep Thakur; Jing-Ping Liou
Journal:  J Biomed Sci       Date:  2022-09-06       Impact factor: 12.771

5.  Remdesivir and EIDD-1931 Interact with Human Equilibrative Nucleoside Transporters 1 and 2: Implications for Reaching SARS-CoV-2 Viral Sanctuary Sites.

Authors:  Siennah R Miller; Meghan E McGrath; Kimberley M Zorn; Sean Ekins; Stephen H Wright; Nathan J Cherrington
Journal:  Mol Pharmacol       Date:  2021-09-09       Impact factor: 4.436

6.  Cationic Compounds with SARS-CoV-2 Antiviral Activity and Their Interaction with Organic Cation Transporter/Multidrug and Toxin Extruder Secretory Transporters.

Authors:  Lucy Martinez-Guerrero; Xiaohong Zhang; Kimberley M Zorn; Sean Ekins; Stephen H Wright
Journal:  J Pharmacol Exp Ther       Date:  2021-07-12       Impact factor: 4.402

Review 7.  Construction and applications of SARS-CoV-2 pseudoviruses: a mini review.

Authors:  Minghai Chen; Xian-En Zhang
Journal:  Int J Biol Sci       Date:  2021-04-10       Impact factor: 6.580

8.  Production of the Receptor-binding Domain of the Viral Spike Proteins from 2003 and 2019 SARS CoVs and the Four Common Human Coronaviruses for Serologic Assays and Inhibitor Screening.

Authors:  Bruno Segovia-Chumbez; Stephen D Graham; Ramesh Jadi; Aravinda M de Silva; Lakshmanane Premkumar
Journal:  Bio Protoc       Date:  2021-05-20

Review 9.  Recent advances in drug repurposing using machine learning.

Authors:  Fabio Urbina; Ana C Puhl; Sean Ekins
Journal:  Curr Opin Chem Biol       Date:  2021-07-16       Impact factor: 8.822

Review 10.  Recent advances in developing small-molecule inhibitors against SARS-CoV-2.

Authors:  Rong Xiang; Zhengsen Yu; Yang Wang; Lili Wang; Shanshan Huo; Yanbai Li; Ruiying Liang; Qinghong Hao; Tianlei Ying; Yaning Gao; Fei Yu; Shibo Jiang
Journal:  Acta Pharm Sin B       Date:  2021-07-02       Impact factor: 14.903

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.