NS3 Protease Research Articles

Adenosyl derivatives as a potential inhibitors of NS3 protease of Japanese encephalitis virus (JEV): In silico molecular insight into therapeutic discovery

The genus Flavivirus NS3 a non-structural protein of Japanes Encephalitis Virus (JEV), a serious deadly human pathogen responsible for several deaths in South East Asia, consists of helicase/NTPase domain forming a cleft known for their role in the enzymatic activity and viral replication represented biological relevance. S-Adenosyl derivatives act as powerful inhibitors in viral replication in NS5 of the same genus as of NS3, provide a powerful base to test its effectiveness in NS3 protein due to the compatibility of both proteins. The MM-GBSA (Molecular Mechanics-Generalized Born Surface Area) simulation were performed to evaluate the binding free energy, following the 100 (ns) production MD simulation in the periodic boundary condition (PBC) for the selected docked inhibitors with NS3. The residue-wise decomposition energy determined in our study revealed the active site region made the high stability with the potential inhibitors.

Exploring antiviral activity of Betanin and Glycine Betaine against dengue virus type-2 in transfected Hela cells

Dengue virus (DENV) infection is a worldwide public health concern infecting approximately 400 million individuals and about 40,000 mortalities yearly. Despite this, no licensed or readily available antiviral medication is currently available specifically for DENV infection, and therapy is typically symptomatic. Therefore, the objective of the study was to investigate the antiviral activity of Beta vulgaris L. phytoconstituents against DENV-2 targeting NS3 protein. The antiviral activity of phytochemicals was examined through virtual ligand-based screening, antiviral inhibition and dosage response assays, western blotting analysis and MD simulations. We conducted toxicological, and pharmacokinetic analysis to assess plant-based natural compound's efficacy, safety, and non-toxic doses. Molecular docking and MD simulation results revealed that the nonstructural protein-3 (NS3) might prove as a funamental target for Betanin and Glycine Betaine against Dengue virus. Betanin and Glycine betaine were initially studied for their non-toxic doses in HeLa, CHO, and Vero cells via MTT assay. HeLa cells were transiently transfected with cloned vector pcDNA3.1/Zeo(+)/DENV-2 NS3 along with non-toxic doses (80 μM–10 μM) of selected phytochemicals. The dose-response assay illustrated downregulated expression of DENV-2 NS3 gene after administration of Betanin (IC50 = 4.35 μM) and Glycine Betaine (IC50 = 4.49 μM). Dose response analysis of Betanin (80 μM–10 μM) depicted the significant inhibition of NS3 protein expression as well. These results suggested downregulated expression of DENV-2 NS3 at mRNA and protein level portraying the DENV replication inhibition. Based on our study findings, NS3 protease is depicted as distinctive DENV-2 inhibitor target. We will channel our study further into in vitro characterization employing the mechanistic study to understand the role of host factors in anti-flavi therapeutic.

Employing Machine Learning-Based QSAR for Targeting Zika Virus NS3 Protease: Molecular Insights and Inhibitor Discovery.

Zika virus infection is a mosquito-borne viral disease that has become a global health concern recently. Zika virus belongs to the Flavivirus genus and is primarily transmitted by Aedes mosquitoes. Prevention of Zika virus infection involves avoiding mosquito bites by using repellent, wearing protective clothing, and staying in screened areas, especially for pregnant women. Treatment focuses on managing symptoms with rest, fluids, and acetaminophen, with close monitoring for pregnant women. Currently, there is no specific antiviral treatment or vaccine for the Zika virus, highlighting the importance of prevention strategies to control its spread. Therefore, in this study, the Zika virus non-structural protein NS3 was targeted to inhibit Zika infection by identifying the novel inhibitor through an in silico approach. Here, 2864 natural compounds were screened using a machine learning-based QSAR model, and later docking was performed to select the potential target. Subsequently, Tanimoto similarity and clustering were performed to obtain the potential target. The three most potential compounds were obtained: (a) 5297, (b) 432449, and (c) 85137543. The protein-ligand complex's stability and flexibility were then investigated by dynamic modelling. The 300 ns simulation showed that 5297 exhibited the steadiest deviation and constant creation of hydrogen bonds. Compared to the other compounds, 5297 demonstrated a superior binding free energy (ΔG = -20.81 kcal/mol) with the protein when the MM/GBSA technique was used. The study determined that 5297 showed significant therapeutic potential and justifies further experimental investigation as a possible inhibitor of the NS2B-NS3 protease target implicated in Zika virus infection.

Immunization of recombinant NS3 protein (protease region) of dengue virus induces high levels of CTLA-4 and apoptosis in splenocytes of BALB/c mice.

DENV infection outcomes depend on the host's variable expression of immune receptors and mediators, leading to either resolution or exacerbation. While the NS3 protein is known to induce robust immune responses, the specific impact of its protease region epitopes remains unclear. This study investigated the effect of recombinant NS3 protease region proteins from all four DENV serotypes on splenocyte activation in BALB/c mice (n = 5/group). Mice were immunized with each protein, and their splenocytes were subsequently stimulated with homologous antigens. We measured the expression of costimulatory molecules (CD28, CD80, CD86, CD152) by flow cytometry, along with IL-2 production, CD25 expression, and examined the antigen-specific activation of CD4 + and CD8 + T cells. Additionally, the expression of IL-1, IL-10, and TGF-β1 in splenocytes from immunized animals was assessed. Apoptosis was evaluated using Annexin V/PI staining and DNA fragmentation analysis. Stimulation of splenocytes from immunized mice triggered apoptosis (phosphatidylserine exposure and caspase 3/7 activation) and increased costimulatory molecule expression, particularly CD152. Low IL-2 production and low CD25 expression, as well as sustained expression of the IL-10 gene. These results suggest that these molecules might be involved in mechanisms by which the NS3 protein contributes to viral persistence and disease pathogenesis.

Predicting repurposed drugs targeting the NS3 protease of dengue virus using machine learning-based QSAR, molecular docking, and molecular dynamics simulations

ABSTRACT Dengue fever, prevalent in Southeast Asian countries, currently lacks effective pharmaceutical interventions for virus replication control. This study employs a strategy that combines machine learning (ML)-based quantitative-structure-activity relationship (QSAR), molecular docking, and molecular dynamics simulations to discover potential inhibitors of the NS3 protease of the dengue virus. We used nine molecular fingerprints from PaDEL to extract features from the NS3 protease dataset of dengue virus type 2 in the ChEMBL database. Feature selection was achieved through the low variance threshold, F-Score, and recursive feature elimination (RFE) methods. Our investigation employed three ML models – support vector machine (SVM), random forest (RF), and extreme gradient boosting (XGBoost) – for classifier development. Our SVM model, combined with SVM-RFE, had the best accuracy (0.866) and ROC_AUC (0.964) in the testing set. We identified potent inhibitors on the basis of the optimal classifier probabilities and docking binding affinities. SHAP and LIME analyses highlighted the significant molecular fingerprints (e.g. ExtFP69, ExtFP362, ExtFP576) involved in NS3 protease inhibitory activity. Molecular dynamics simulations indicated that amphotericin B exhibited the highest binding energy of −212 kJ/mol and formed a hydrogen bond with the critical residue Ser196. This approach enhances NS3 protease inhibitor identification and expedites the discovery of dengue therapeutics.

Design of Hepatitis C Protease Inhibitors Based on Knottin Fold

AbstractKnottins are very stable peptides (also called miniproteins) containing approximately 30 amino acid residues. Their structures are stabilized by three disulfide bonds forming a characteristic ‘pseudo‐knotted’ structure. This research was devoted to the design of potential inhibitors of human hepatitis C (HCV) NS3 protease by means of knottin fold using loop grafting, amino acid residues replacements and L/D amino acid epimerization. The initial structure used for design was a trypsin inhibitor from Momordica cochinchinensis seeds, MCOTI‐II. Modifications of the knottin template for optimization of the NS3 protease‐peptide interaction included deletion of several residues from the N‐terminus, replacement of residues in‐ and outside the inhibitor loop and replacement of certain L‐amino acids by their D‐stereoisomers. Stability of modified knottins and their complexes with HCV protease were evaluated by molecular dynamics simulation. Binding energy values for protein‐knottin complexes were calculated by MM‐GBSA method. The designed modified knottin characterized by the highest stability of the complex with HCV NS3 protease, was proposed for further experimental testing.

Exploring the antiviral inhibitory activity of Niloticin against the NS2B/NS3 protease of Dengue virus (DENV2)

Dengue virus (DENV2) is the cause of dengue disease and a worldwide health problem. DENV2 replicates in the host cell using polyproteins such as NS3 protease in conjugation with NS2B cofactor, making NS3 protease a promising antiviral drug-target. This study investigated the efficacy of ‘Niloticin’ against NS2B/NS3-protease. In silico and in vitro analyses were performed which included interaction of niloticin with NS2B/NS3-protease, protein stability and flexibility, mutation effect, betweenness centrality of residues and analysis of cytotoxicity, protein expression and WNV NS3-protease activity. Similar like acyclovir, niloticin forms strong H-bonds and hydrophobic interactions with residues LEU149, ASN152, LYS74, GLY148 and ALA164. The stability of the niloticin-NS2B/NS3-protease complex was found to be stable compared to the apo NS2B/NS3-protease in structural deviation, PCA, compactness and FEL analysis. The IC50 value of niloticin was 0.14 μM in BHK cells based on in vitro cytotoxicity analysis and showed significant activity at 2.5 μM in a concentration-dependent manner. Western blotting and qRT-PCR analyses showed that niloticin reduced DENV2 protein transcription in a dose-dependent manner. Besides, niloticin confirmed the inhibition of NS3-protease by the SensoLyte 440 WNV protease detection kit. These promising results suggest that niloticin could be an effective antiviral drug against DENV2 and other flaviviruses.

A high-throughput cell-based screening method for Zika virus protease inhibitor discovery

Zika virus (ZIKV) continues to pose a significant global public health threat, with recurring regional outbreaks and potential for pandemic spread. Despite often being asymptomatic, ZIKV infections can have severe consequences, including neurological disorders and congenital abnormalities. Unfortunately, there are currently no approved vaccines or antiviral drugs for the prevention or treatment of ZIKV. One promising target for drug development is the ZIKV NS2B-NS3 protease due to its crucial role in the virus life cycle. In this study, we established a cell-based ZIKV protease inhibition assay designed for high-throughput screening (HTS). Our assay relies on the ZIKV protease's ability to cleave a cyclised firefly luciferase fused to a natural cleavage sequence between NS2B and NS3 protease within living cells. We evaluated the performance of our assay in HTS setting using the pharmacologic controls (JNJ-40418677 and MK-591) and by screening a Library of Pharmacologically Active Compounds (LOPAC). The results confirmed the feasibility of our assay for compound library screening to identify potential ZIKV protease inhibitors.

In silico screening of potential plant peptides against the non-structural proteins of dengue virus.

Peptides isolated from different sources of plants have the advantages of specificity, lower toxicity, and increased therapeutic effects; hence, it is necessary to search for newer antivirals from plant sources for the treatment of dengue viral infections. In silico screening of selected plant peptides against the non-structural protein 1, NS3 protease domain (NS2B-NS3Pro) with the cofactor and ATPase/helicase domain (NS3 helicase domain/NS3hel) of dengue virus was performed. The physicochemical characteristics of the peptides were calculated using Protparam tools, and the allergenicity and toxicity profiles were assessed using allergenFP and ToxinPred, respectively. Among the tested compounds, Ginkbilobin demonstrated higher binding energy against three tested nonstructural protein targets. Kalata B8 demonstrated maximum binding energy against NSP-1 and NSP-2, whereas Circulin A acted against the NSP3 protein of dengue virus. The three compounds identified by in silico screening can be tested in vitro, which could act as potential leads as they are involved in hampering the replication of the dengue virus by interacting with the three prime non-structural proteins.

Computational design and in vitro assay of lantadene-based novel inhibitors of NS3 protease of dengue virus

Abstract Dengue virus (DENV) infection is one of the diseases for which no drug is available for the treatment. The DENV NS2B-NS3 protease is considered to be the prime target for anti-dengue drug development because of its importance in the development of new virus subunits via DENV poly-protein breakdown. Pentacyclic triterpenoids (Lantadenes) from the weed Lantana camara L. and its semi-synthetic congeners have shown a wide array of biological activities in the last two decades. The virtual screening strategy was used on the library of 78 natural and semi-synthetic lantadenes to predict the potent antagonists for the NS2B-NS3 protease enzyme of DENV and their experimental validation by in vitro assay of lead molecules. In the in silico analysis of 78 triterpenoids, two lead molecules (−10.60 and −9.93 kcal/mol) were predicted to be inhibitors of protease (viral) when compared to its reference ligand 1,8-dihydroxy-4,5-dinitroanthraquinone (−5.377 kcal/mol). At the same time, binding affinity, pharmacokinetic, and toxicity profiling, along with molecular dynamics simulations, were studied. The in vitro viral infection inhibition assay inferred that lead molecule 62 exhibited a 60% and 45% reduction in DENV titers at 10 and 5 µM concentrations, respectively. The lead molecule 62 can further be optimized for its pharmacophore and has the potential to be developed as a drug-like molecule.

How do physicochemical properties contribute to inhibitory activity of promising peptides against Zika Virus NS3 protease?

Flavivirus diseases' cycles, especially Dengue and Yellow Fever, can be observed all over Brazilian territory, representing a great health concern. Additionally, there are no drugs available in therapy. In this scenario, in silico methodologies were applied to obtain physicochemical properties, as well as to better understand the ligand-biological target interaction mode of 20 previously reported NS2B/NS3 protease inhibitors of Dengue virus. Since catalytic site of flavivirus hold similarities, such as the same catalytic triad (His51, Asp75 e Ser135), the ability of this series of molecules to fit in Zika NS3 domains can be achieved. We performed an exploratory data analysis, using statistical methodologies, such as PCA (Principal Component Analysis) and HCA (Hierarchical Component Analysis), to assist the comprehension of how physicochemical properties impact the interaction observed by the docking studies, as well as to build a correlation between the respective ranked characteristics. Based on these previous studies, peptides were selected for the dynamics simulations, which were useful to better understand the ligand-protein interactions. Information relating to, for instance, energy, ΔG, average number of hydrogen bonds and distance from Ser135 (one of the main amino acids in the catalytic pocket) were discussed. In this sense, peptides 15 (considering ΔG value and Hbond number), 7 (ΔG and energy) and 1, 6, 7 and 15 (the proximity to Ser135 throughout the dynamics simulation) were highlighted as promising. Those interesting results could contribute to future studies regarding Zika virus drug design, since this infection represents a great concern in neglected populations. The models were constructed in the ChemDraw software. The ligand parametrization was performed in the CHEM3D 17.0, UCSF Chimera. Docking simulations were carried out in the GOLD software, after the redocking validation. We used ASP as the function score. Additionally, for dynamics simulations we applied GROMACS software, exploring, mainly, free binding energy calculations. Exploratory analysis was carried out in Minitab 17.3.1 statistical software. Prior to the exploratory analysis, data of quantum chemical properties of the peptides were collected in Microsoft Excel spreadsheet and organized to obtain Hierarchical Cluster Analysis (HCA) and Principal Component Analysis (PCA).

A Non-Active-Site Inhibitor with Selectivity for Zika Virus NS2B-NS3 Protease.

Flavivirus infection usually results in fever accompanied by headache, arthralgia, and, in some cases, rash. Although the symptoms are mild, full recovery can take several months. Flaviviruses encode seven nonstructural proteins that represent potential drug targets for this viral family. Focusing on the Zika virus NS2B-NS3 protease, we uncovered a unique inhibitor, MH1, composed of aminothiazolopyridine and benzofuran moieties. MH1 inhibits ZVP with a biochemical IC50 of 440 nM and effectively blocks cleavage of ZVP substrates in cells. Surprisingly, MH1 inhibits the other flaviviral proteases at least 18-fold more weakly. This same phenomenon was observed in assays of the viral cytopathic effect, where only Zika virus showed sensitivity to MH1. This selectivity was unexpected since flaviviral proteases have high similarity in sequence and protein structure. MH1 binds at an allosteric site, as demonstrated by its ability to stabilize ZVP synergistically with an active site inhibitor. To understand its selectivity, we constructed a series of hybrid proteases composed of select segments of ZVP, which is sensitive to MH1, and dengue virus protease, which is essentially insensitive to MH1. Our results suggest that MH1 binds to the NS3 protease domain, disrupting its interaction with NS2B. These interactions are essential for substrate binding and cleavage. In particular, the unique dynamic properties of NS2B from Zika seem to be required for the function of MH1. Insights into the mechanism of MH1 function will aid us in developing non-active-site-directed, pan-flaviviral inhibitors, by highlighting the importance of evaluating and considering the dynamics of the NS2B regions.

In silico screening of potential plant peptides against the Non-structural proteins of Dengue virus.

Peptides isolated from different sources of plants have the advantages of specificity, lower toxicity, and increased therapeutic effects; hence, it is necessary to search for newer antivirals from plant sources for the treatment of dengue viral infections. In silico screening of selected plant peptides against the non-structural protein 1, NS3 protease domain (NS2B-NS3Pro) with the cofactor and ATPase/Helicase domain (NS3 helicase domain/NS3hel) of Dengue virus was performed. The physicochemical characteristics of the peptides were calculated using Protparam tools, and the allergenicity and toxicity profiles were assessed using allergenFP and ToxinPred, respectively. Among the tested compounds, Ginkbilobin demonstrated higher binding energy against three tested non-structural protein targets. Kalata β-8 demonstrated maximum binding energy against NSP-1 and NSP-2, whereas Circulin A acted against the NSP3 protein of the dengue virus. Hence, the three compounds identified by in silico screening can be tested further for in vitro studies, which could act as potential leads as they are involved in hampering the replication of the dengue virus by interacting with the three prime non-structural proteins.

Modified Knottins as Potential Inhibitors of HCV NS3 Protease

Knottins form a group of peptides containing approximately 30 amino acid residues. Their structures are stabilized by three disulfide bonds forming a characteristic “pseudo-knotted” structure. Several modifications in knottin from Momordica cochinchinensis were made to convert it to inhibitor of human hepatitis C (HCV) NS3 protease. These modifications of the knottin template included deletion of several residues from the N-terminus, replacement of residues in- and outside the inhibitor loop and replacement of certain L-amino acids by their D-stereoisomers. Binding energy values for protein-knottin complexes were estimated by MM-GBSA methods. Two designed knottins showed high stability in knottin-protease HCV complexes and values of binding energy comparable with known peptide inhibitors from crystal structures.

An Inducible ESCRT-III Inhibition Tool to Control HIV-1 Budding.

HIV-1 budding as well as many other cellular processes require the Endosomal Sorting Complex Required for Transport (ESCRT) machinery. Understanding the architecture of the native ESCRT-III complex at HIV-1 budding sites is limited due to spatial resolution and transient ESCRT-III recruitment. Here, we developed a drug-inducible transient HIV-1 budding inhibitory tool to enhance the ESCRT-III lifetime at budding sites. We generated autocleavable CHMP2A, CHMP3, and CHMP4B fusion proteins with the hepatitis C virus NS3 protease. We characterized the CHMP-NS3 fusion proteins in the absence and presence of protease inhibitor Glecaprevir with regard to expression, stability, localization, and HIV-1 Gag VLP budding. Immunoblotting experiments revealed rapid and stable accumulation of CHMP-NS3 fusion proteins. Notably, upon drug administration, CHMP2A-NS3 and CHMP4B-NS3 fusion proteins substantially decrease VLP release while CHMP3-NS3 exerted no effect but synergized with CHMP2A-NS3. Localization studies demonstrated the relocalization of CHMP-NS3 fusion proteins to the plasma membrane, endosomes, and Gag VLP budding sites. Through the combined use of transmission electron microscopy and video-microscopy, we unveiled drug-dependent accumulation of CHMP2A-NS3 and CHMP4B-NS3, causing a delay in HIV-1 Gag-VLP release. Our findings provide novel insight into the functional consequences of inhibiting ESCRT-III during HIV-1 budding and establish new tools to decipher the role of ESCRT-III at HIV-1 budding sites and other ESCRT-catalyzed cellular processes.

Novel 1,2,4-triazolethiol–thiophen Hybrids: Facile Synthesis, Characterization, ADMET Prediction and Molecular Docking

In the present contribution, novel 1,2,4-triazolethiol–thiophene hybrids, namely 4-ethyl-5-(thiophen-2-yl)-4H-1,2,4-triazole-3-thiol (1) and 4-phenyl-5-(thiophen-2-yl)-4H-1,2,4-triazole-3-thiol (2), which were readily fabricated from addition of isothiocyanatoethane or isothiocyanatobenzene, respectively, to thiophene-2-carbohydrazide followed by addition a KOH solution to provoke the cyclization to the 1,2,4-triazole ring. The formation of compounds 1 and 2 was firmly confirmed by the means of elemental analysis, IR, 1H and 13C{1H} NMR spectroscopy. The DFT-based computations in gas phase were additionally applied to shed light on the structure and electronic features of the title compounds. Theoretical calculations revealed that for both molecules their corresponding thione derivatives, namely 4-ethyl-5-(thiophen-2-yl)-2,4-dihydro-3H-1,2,4-triazole-3-thione (1') and 4-phenyl-5-(thiophen-2-yl)-2,4-dihydro-3H-1,2,4-triazole-3-thione (2'), are 15.00 and 11.96 kcal/mol, respectively, more energetically favorable in gas phase. However, a comparison of the experimental and calculated IR and NMR spectra testify to the thiol tautomers of compounds 1 and 2 for both compounds in solid state and in DMSO-d 6. The chemical activity of 1 and 2 was estimated by reactivity descriptors and MEP surface. ADMET properties of the reported compounds were predicted in silico using online services. Potential inhibition of a series of the tick-borne encephalitis (TBE) proteins by compounds 1 and 2 was studied using molecular docking, which, in turn, allowed to reveal the ligand efficiency scores for the resulting protein–ligand complexes. It was established that compound 1 exhibits the best activity against the tick-borne encephalitis virus Serine protease NS3, while compound 2 is preferable for the RNA-stimulated ATPase activity of tick-borne encephalitis virus helicase.

Packaging defects in pestiviral NS4A can be compensated by mutations in NS2 and NS3.

The non-structural (NS) proteins of the Flaviviridae members play a dual role in genome replication and virion morphogenesis. For pestiviruses, like bovine viral diarrhea virus, the NS2-3 region and its processing by the NS2 autoprotease is of particular importance. While uncleaved NS2-3 in complex with NS4A is essential for virion assembly, it cannot replace free NS3/4A in the viral replicase. Furthermore, surface interactions between NS3 and the C-terminal cytosolic domain of NS4A were shown to serve as a molecular switch between RNA replication and virion morphogenesis. To further characterize the functionality of NS4A, we performed an alanine-scanning mutagenesis of two NS4A regions, a short highly conserved cytoplasmic linker downstream of the transmembrane domain and the C-terminal domain. NS4A residues critical for polyprotein processing, RNA replication, and/or virion morphogenesis were identified. Three double-alanine mutants, two in the linker region and one close to the C-terminus of NS4A, showed a selective effect on virion assembly. All three packaging defective mutants could be rescued by a selected set of two second-site mutations, located in NS2 and NS3, respectively. This phenotype was additionally confirmed by complementation studies providing the NS2-3/4A packaging molecules containing the rescue mutations in trans. This indicates that the linker region and the cytosolic C-terminal part of NS4A are critical for the formation of protein complexes required for virion morphogenesis. The ability of the identified sets of second-site mutations in NS2-3 to compensate for diverse NS4A defects highlights a surprising functional flexibility for pestiviral NS proteins. IMPORTANCE Positive-strand RNA viruses have a limited coding capacity due to their rather small genome size. To overcome this constraint, viral proteins often exhibit multiple functions that come into play at different stages during the viral replication cycle. The molecular basis for this multifunctionality is often unknown. For the bovine viral diarrhea virus, the non-structural protein (NS) 4A functions as an NS3 protease cofactor, a replicase building block, and a component in virion morphogenesis. Here, we identified the critical amino acids of its C-terminal cytosolic region involved in those processes and show that second-site mutations in NS2 and NS3 can compensate for diverse NS4A defects in virion morphogenesis. The ability to evolve alternative functional solutions by gain-of-function mutations highlights the astounding plasticity of the pestiviral system.

Finding Lead Compounds for Dengue Antivirals from a Collection of Old Drugs through In Silico Target Prediction and Subsequent In Vitro Validation.

Dengue virus (DENV) infection is one of the most widely spread flavivirus infections. Despite the fatality it could cause, no antiviral treatment is currently available to treat the disease. Hence, this study aimed to repurpose old drugs as novel DENV NS3 inhibitors. Ligand-based (L-B) and proteochemometric (PCM) prediction models were built using 62,354 bioactivity data to screen for potential NS3 inhibitors. Selected drugs were then subjected to the foci forming unit reduction assay (FFURA) and protease inhibition assay. Finally, molecular docking was performed to validate these results. The in silico studies revealed that both models performed well in the internal and external validations. However, the L-B model showed better accuracy in the external validation in terms of its sensitivity (0.671). In the in vitro validation, all drugs (zileuton, trimethadione, and linalool) were able to moderately inhibit the viral activities at the highest concentration tested. Zileuton showed comparable results with linalool when tested at 2 mM against the DENV NS3 protease, with a reduction of protease activity at 17.89 and 18.42%, respectively. Two new compounds were also proposed through the combination of the selected drugs, which are ziltri (zilueton + trimethadione) and zilool (zileuton + linalool). The molecular docking study confirms the in vitro observations where all drugs and proposed compounds were able to achieve binding affinity ≥ -4.1 kcal/mol, with ziltri showing the highest affinity at -7.7 kcal/mol, surpassing the control, panduratin A. The occupation of both S1 and S2 subpockets of NS2B-NS3 may be essential and a reason for the lower binding energy shown by the proposed compounds compared to the screened drugs. Based on the results, this study provided five potential new lead compounds (ziltri, zilool, zileuton, linalool, and trimethadione) for DENV that could be modified further.

Dengue virus serotypic replacement of NS3 protease or helicase domain causes chimeric viral attenuation but can be recovered by a compensated mutation at helicase domain or NS2B, respectively.

Mosquito-borne dengue viruses (DENVs) have evolved to four serotypes with 69%-78% amino acid identities, resulting in incomplete immunity, where one serotype's infection does not cross-protect against secondary infections by other serotypes. Despite the amino acid differences, structural and nonstructural (NS) proteins among serotypes play similar functions. NS3 is an enzyme complex: NS3 has N-terminal protease (PRO) and C-terminal helicase (HEL) activities in addition to 5' RNA triphosphatase (5'RTP), which is involved in the RNA capping process. In this study, the effects of NS3 replacements among serotypes were tested. The replacement of NS3 full-length (FULL), PRO or HEL region suppressed viral replication in BHK-21 mammalian cells, while the single compensatory mutation improved the viral replications; P364S mutation in HEL revived PRO (DENV3)-replaced DENV1, while S68T alteration in NS2B recovered HEL (DENV1)-replaced DENV2. The results suggest that the interactions between PRO and HEL as well as HEL and NS2B are required for replication competence. Lower-frequency mutations also appeared at various locations in viral proteins, although after infecting C6/36 mosquito cells, the mutations' frequencies changed, and/or new mutations appeared. In contrast, the inter-domain region (INT, 12 amino acids)-replaced chimera quickly replicated without mutation in BHK-21 cells, although extended cell culture accumulated various mutations. These results suggest that NS3 variously interacts with DENV proteins, in which the chimeric NS3 domain replacements induced amino acid mutations, irrespective of replication efficiency. However, the viral sequences are further adjusted for replication efficiency, to fit in both mammalian cells and mosquito cells. IMPORTANCE Enzyme activities for replicating DENV 5' cap positive (+) sense RNA have been shown to reside in NS3 and NS5. However, it remains unknown how these enzymes coordinately synthesize negative (-) sense RNA, from which abundant 5' cap (+) sense RNA is produced. We previously revealed that NS5 dimerization and NS5 methyltransferase(MT)-NS3HEL interaction are important for DENV replication. Here, we found that replication incompetence due to NS3PRO or HEL replacement was compensated by a mutation at HEL or NS2B, respectively, suggesting that the interactions among NS2B, NS3PRO, and HEL are critical for DENV replication.

Theoretical study of dengue virus protease NS3 and interaction with Bowman Birk-type inhibitors

Currently, dengue is considered one of the viral infections that most affect tropical areas in the world and is transmitted to humans by the Aedes aegypti mosquito. The objective of this study was to evaluate the interactions between the dengue virus NS3 protease and compounds derived from flavonoids and Bowman-Birk-like inhibitors. Initially, the 3D structures of the NS3 and NS3/NS2B proteases were evaluated, and the compounds to be studied were optimized using the Sybyl 7.3 and Gaussian 03 programs, respectively. Molecular docking was carried out using the FlexX and EHits 2.0 packages. The studied compounds exhibited a linear relationship between the experimental and theoretical inhibition constants for the NS3 enzyme. However, this behavior did not occur for the NS3/NS2B enzyme. Therefore, it is expected that the mimetic peptides (Bowman-Birk type) have a greater preference for the initial stage of viral replication. Among the inhibitors with the highest potential were the peptide mol 18r (Bowman-Birk type) and the flavonoid derivative panduratin2. Therefore, this study contributes to the design and computational screening of new dengue virus inhibitors using the NS3 enzyme as a template."