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1.
Genome Res ; 28(1): 11-24, 2018 01.
Article in English | MEDLINE | ID: mdl-29242188

ABSTRACT

To illuminate the extent and roles of exonic sequences in the splicing of human RNA transcripts, we conducted saturation mutagenesis of a 51-nt internal exon in a three-exon minigene. All possible single and tandem dinucleotide substitutions were surveyed. Using high-throughput genetics, 5560 minigene molecules were assayed for splicing in human HEK293 cells. Up to 70% of mutations produced substantial (greater than twofold) phenotypes of either increased or decreased splicing. Of all predicted secondary structural elements, only a single 15-nt stem-loop showed a strong correlation with splicing, acting negatively. The in vitro formation of exon-protein complexes between the mutant molecules and proteins associated with spliceosome formation (U2AF35, U2AF65, U1A, and U1-70K) correlated with splicing efficiencies, suggesting exon definition as the step affected by most mutations. The measured relative binding affinities of dozens of human RNA binding protein domains as reported in the CISBP-RNA database were found to correlate either positively or negatively with splicing efficiency, more than could fit on the 51-nt test exon simultaneously. The large number of these functional protein binding correlations point to a dynamic and heterogeneous population of pre-mRNA molecules, each responding to a particular collection of binding proteins.


Subject(s)
Databases, Genetic , Exons/physiology , RNA Precursors , RNA Splicing Factors , RNA Splicing/physiology , HEK293 Cells , Humans , Protein Domains , RNA Precursors/chemistry , RNA Precursors/genetics , RNA Precursors/metabolism , RNA Splicing Factors/chemistry , RNA Splicing Factors/genetics , RNA Splicing Factors/metabolism
2.
J Antimicrob Chemother ; 76(7): 1874-1885, 2021 06 18.
Article in English | MEDLINE | ID: mdl-33880524

ABSTRACT

BACKGROUND: Current approaches of drug repurposing against COVID-19 have not proven overwhelmingly successful and the SARS-CoV-2 pandemic continues to cause major global mortality. SARS-CoV-2 nsp12, its RNA polymerase, shares homology in the nucleotide uptake channel with the HCV orthologue enzyme NS5B. Besides, HCV enzyme NS5A has pleiotropic activities, such as RNA binding, that are shared with various SARS-CoV-2 proteins. Thus, anti-HCV NS5B and NS5A inhibitors, like sofosbuvir and daclatasvir, respectively, could be endowed with anti-SARS-CoV-2 activity. METHODS: SARS-CoV-2-infected Vero cells, HuH-7 cells, Calu-3 cells, neural stem cells and monocytes were used to investigate the effects of daclatasvir and sofosbuvir. In silico and cell-free based assays were performed with SARS-CoV-2 RNA and nsp12 to better comprehend the mechanism of inhibition of the investigated compounds. A physiologically based pharmacokinetic model was generated to estimate daclatasvir's dose and schedule to maximize the probability of success for COVID-19. RESULTS: Daclatasvir inhibited SARS-CoV-2 replication in Vero, HuH-7 and Calu-3 cells, with potencies of 0.8, 0.6 and 1.1 µM, respectively. Although less potent than daclatasvir, sofosbuvir alone and combined with daclatasvir inhibited replication in Calu-3 cells. Sofosbuvir and daclatasvir prevented virus-induced neuronal apoptosis and release of cytokine storm-related inflammatory mediators, respectively. Sofosbuvir inhibited RNA synthesis by chain termination and daclatasvir targeted the folding of secondary RNA structures in the SARS-CoV-2 genome. Concentrations required for partial daclatasvir in vitro activity are achieved in plasma at Cmax after administration of the approved dose to humans. CONCLUSIONS: Daclatasvir, alone or in combination with sofosbuvir, at higher doses than used against HCV, may be further fostered as an anti-COVID-19 therapy.


Subject(s)
COVID-19 , Pharmaceutical Preparations , Animals , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Carbamates , Chlorocebus aethiops , Humans , Imidazoles , Pyrrolidines , RNA, Viral , SARS-CoV-2 , Sofosbuvir/pharmacology , Valine/analogs & derivatives , Vero Cells
3.
J Proteome Res ; 19(11): 4690-4697, 2020 11 06.
Article in English | MEDLINE | ID: mdl-32692185

ABSTRACT

SARS-CoV-2 is responsible for the current COVID-19 pandemic. On the basis of our analysis of hepatitis C virus and coronavirus replication, and the molecular structures and activities of viral inhibitors, we previously demonstrated that three nucleotide analogues (the triphosphates of Sofosbuvir, Alovudine, and AZT) inhibit the SARS-CoV RNA-dependent RNA polymerase (RdRp). We also demonstrated that a library of additional nucleotide analogues terminate RNA synthesis catalyzed by the SARS-CoV-2 RdRp, a well-established drug target for COVID-19. Here, we used polymerase extension experiments to demonstrate that the active triphosphate form of Sofosbuvir (an FDA-approved hepatitis C drug) is incorporated by SARS-CoV-2 RdRp and blocks further incorporation. Using the molecular insight gained from the previous studies, we selected the active triphosphate forms of six other antiviral agents, Alovudine, Tenofovir alafenamide, AZT, Abacavir, Lamivudine, and Emtricitabine, for evaluation as inhibitors of the SARS-CoV-2 RdRp and demonstrated the ability of these viral polymerase inhibitors to be incorporated by SARS-CoV-2 RdRp, where they terminate further polymerase extension with varying efficiency. These results provide a molecular basis for inhibition of the SARS-CoV-2 RdRp by these nucleotide analogues. If sufficient efficacy of some of these FDA-approved drugs in inhibiting viral replication in cell culture is established, they may be explored as potential COVID-19 therapeutics.


Subject(s)
Antiviral Agents , Betacoronavirus , RNA-Dependent RNA Polymerase , Viral Nonstructural Proteins , Antiviral Agents/chemistry , Antiviral Agents/metabolism , Antiviral Agents/pharmacology , Betacoronavirus/enzymology , Betacoronavirus/genetics , COVID-19 , Coronavirus Infections/virology , Dideoxynucleosides/chemistry , Dideoxynucleosides/metabolism , Dideoxynucleosides/pharmacology , Humans , Pandemics , Pneumonia, Viral/virology , RNA-Dependent RNA Polymerase/antagonists & inhibitors , RNA-Dependent RNA Polymerase/chemistry , RNA-Dependent RNA Polymerase/genetics , RNA-Dependent RNA Polymerase/metabolism , SARS-CoV-2 , Sofosbuvir/chemistry , Sofosbuvir/metabolism , Sofosbuvir/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/metabolism
4.
Proc Natl Acad Sci U S A ; 113(19): 5233-8, 2016 May 10.
Article in English | MEDLINE | ID: mdl-27091962

ABSTRACT

DNA sequencing by synthesis (SBS) offers a robust platform to decipher nucleic acid sequences. Recently, we reported a single-molecule nanopore-based SBS strategy that accurately distinguishes four bases by electronically detecting and differentiating four different polymer tags attached to the 5'-phosphate of the nucleotides during their incorporation into a growing DNA strand catalyzed by DNA polymerase. Further developing this approach, we report here the use of nucleotides tagged at the terminal phosphate with oligonucleotide-based polymers to perform nanopore SBS on an α-hemolysin nanopore array platform. We designed and synthesized several polymer-tagged nucleotides using tags that produce different electrical current blockade levels and verified they are active substrates for DNA polymerase. A highly processive DNA polymerase was conjugated to the nanopore, and the conjugates were complexed with primer/template DNA and inserted into lipid bilayers over individually addressable electrodes of the nanopore chip. When an incoming complementary-tagged nucleotide forms a tight ternary complex with the primer/template and polymerase, the tag enters the pore, and the current blockade level is measured. The levels displayed by the four nucleotides tagged with four different polymers captured in the nanopore in such ternary complexes were clearly distinguishable and sequence-specific, enabling continuous sequence determination during the polymerase reaction. Thus, real-time single-molecule electronic DNA sequencing data with single-base resolution were obtained. The use of these polymer-tagged nucleotides, combined with polymerase tethering to nanopores and multiplexed nanopore sensors, should lead to new high-throughput sequencing methods.


Subject(s)
Conductometry/instrumentation , DNA/genetics , Nanopores/ultrastructure , Nucleotides/genetics , Oligonucleotide Array Sequence Analysis/instrumentation , Sequence Analysis, DNA/instrumentation , Base Sequence , Computer Systems , DNA/chemistry , Equipment Design , Equipment Failure Analysis , Oligonucleotide Array Sequence Analysis/methods , Polymers/chemistry , Sequence Analysis, DNA/methods , Staining and Labeling/methods
5.
Proc Natl Acad Sci U S A ; 113(44): E6749-E6756, 2016 11 01.
Article in English | MEDLINE | ID: mdl-27729524

ABSTRACT

Scalable, high-throughput DNA sequencing is a prerequisite for precision medicine and biomedical research. Recently, we presented a nanopore-based sequencing-by-synthesis (Nanopore-SBS) approach, which used a set of nucleotides with polymer tags that allow discrimination of the nucleotides in a biological nanopore. Here, we designed and covalently coupled a DNA polymerase to an α-hemolysin (αHL) heptamer using the SpyCatcher/SpyTag conjugation approach. These porin-polymerase conjugates were inserted into lipid bilayers on a complementary metal oxide semiconductor (CMOS)-based electrode array for high-throughput electrical recording of DNA synthesis. The designed nanopore construct successfully detected the capture of tagged nucleotides complementary to a DNA base on a provided template. We measured over 200 tagged-nucleotide signals for each of the four bases and developed a classification method to uniquely distinguish them from each other and background signals. The probability of falsely identifying a background event as a true capture event was less than 1.2%. In the presence of all four tagged nucleotides, we observed sequential additions in real time during polymerase-catalyzed DNA synthesis. Single-polymerase coupling to a nanopore, in combination with the Nanopore-SBS approach, can provide the foundation for a low-cost, single-molecule, electronic DNA-sequencing platform.


Subject(s)
Electrodes , High-Throughput Nucleotide Sequencing/instrumentation , High-Throughput Nucleotide Sequencing/methods , Nanopores , DNA Replication , DNA-Directed DNA Polymerase , Equipment Design , Models, Molecular , Nucleotides/analysis , Nucleotides/chemistry , Polymers/chemistry , Porins/metabolism
6.
Photochem Photobiol Sci ; 17(8): 1049-1055, 2018 Aug 08.
Article in English | MEDLINE | ID: mdl-29926889

ABSTRACT

Epigenetic information is encoded in the mammalian genome in the form of cytosines methylated at the 5 position. Cytosine methylation has multiple biological effects, but our understanding of these effects has lagged because extant methods for mapping methylation sites genome-wide have severe shortcomings. For instance, the gold standard bisulfite sequencing approach suffers from the use of harsh reaction conditions resulting in DNA cleavage and incomplete conversion of unmethylated cytosine to uracil. We report here on a new photochemical method in which a DNA (cytosine-5)-methyltransferase can be used to covalently attach reactive functionalities which upon irradiation at ∼350 nm initiate photoinduced intramolecular reactions that convert modified C to T analogues. We synthesized a model compound, a cinnamyl ether-containing cytidine derivative, and demonstrated its conversion to a thymidine analogue using mild conditions and a DNA-compatible wavelength (∼350 nm), enabled by the use of a triplet sensitizer, thioxanthone. Transfer of a cinnamyl ether or comparable reactive functionality from an AdoMet analog to cytosine followed by the use of this photoconversion method would require only small amounts of DNA and allow complete methylation profiling on both long and short read sequencing platforms.


Subject(s)
Cytidine/chemistry , Thymidine/chemistry , CpG Islands , Cycloaddition Reaction , Cytidine/chemical synthesis , DNA/chemistry , DNA/metabolism , DNA Methylation , Lasers , Magnetic Resonance Spectroscopy , Photolysis , Spectrophotometry, Ultraviolet , Thioxanthenes/chemistry , Xanthones/chemistry
7.
Proc Natl Acad Sci U S A ; 110(18): 7464-9, 2013 Apr 30.
Article in English | MEDLINE | ID: mdl-23589870

ABSTRACT

Here we describe a strategy designed to identify RNAs that are actively transported to synapses during learning. Our approach is based on the characterization of RNA transport complexes carried by molecular motor kinesin. Using this strategy in Aplysia, we have identified 5,657 unique sequences consisting of both coding and noncoding RNAs from the CNS. Several of these RNAs have key roles in the maintenance of synaptic function and growth. One of these RNAs, myosin heavy chain, is critical in presynaptic sensory neurons for the establishment of long-term facilitation, but not for its persistence.


Subject(s)
Aplysia/genetics , Gene Expression Profiling/methods , Synapses/genetics , Transcriptome/genetics , Animals , Central Nervous System/metabolism , Genome/genetics , High-Throughput Nucleotide Sequencing , In Situ Hybridization , Kinesins/metabolism , Long-Term Potentiation/genetics , Myosin Heavy Chains/metabolism , Neurons/metabolism , Oligonucleotide Array Sequence Analysis , Protein Transport/genetics , RNA/genetics , RNA/metabolism , RNA Transport/genetics , Sequence Analysis, RNA
8.
Genome Res ; 21(8): 1360-74, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21659425

ABSTRACT

We describe a comprehensive quantitative measure of the splicing impact of a complete set of RNA 6-mer sequences by deep sequencing successfully spliced transcripts. All 4096 6-mers were substituted at five positions within two different internal exons in a 3-exon minigene, and millions of successfully spliced transcripts were sequenced after transfection of human cells. The results allowed the assignment of a relative splicing strength score to each mutant molecule. The effect of 6-mers on splicing often depended on their location; much of this context effect could be ascribed to the creation of different overlapping sequences at each site. Taking these overlaps into account, the splicing effect of each 6-mer could be quantified, and 6-mers could be designated as enhancers (ESEseqs) and silencers (ESSseqs), with an ESRseq score indicating their strength. Some 6-mers exhibited positional bias relative to the two splice sites. The distribution and conservation of these ESRseqs in and around human exons supported their classification. Predicted RNA secondary structure effects were also seen: Effective enhancers, silencers and 3' splice sites tend to be single stranded, and effective 5' splice sites tend to be double stranded. 6-mers that may form positive or negative synergy with another were also identified. Chromatin structure may also influence the splicing enhancement observed, as a good correspondence was found between splicing performance and the predicted nucleosome occupancy scores of 6-mers. This approach may prove of general use in defining nucleic acid regulatory motifs, substitute for functional SELEX in most cases, and provide insights about splicing mechanisms.


Subject(s)
Exons/genetics , RNA Splicing/genetics , Chromatin/genetics , Humans , Nucleic Acid Conformation , RNA/genetics , RNA Splice Sites , Regulatory Sequences, Ribonucleic Acid
9.
Anal Biochem ; 427(2): 193-201, 2012 Aug 15.
Article in English | MEDLINE | ID: mdl-22543091

ABSTRACT

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS)-based methods have been widely explored for DNA sequencing. We report here the design, synthesis, and evaluation of a novel set of chemically cleavable biotinylated dideoxynucleotides, ddNTPs-N3-biotin, for the DNA polymerase extension reaction and its application in DNA sequencing by mass spectrometry (MS). These nucleotide analogs have a biotin moiety attached to the 5 position of the pyrimidines (C and U) or the 7 position of the purines (A and G) via a chemically cleavable azido-based linker, with different length linker arms serving as mass tags that contribute to large mass differences among the nucleotides. We demonstrate that these modified nucleotides are efficiently incorporated by DNA polymerase, and the DNA strand bearing biotinylated nucleotides is captured by streptavidin-coated beads and efficiently released using tris(2-carboxyethyl)phosphine in aqueous solution, which is compatible with DNA and downstream procedures. We performed Sanger sequencing reactions using these nucleotides to generate DNA fragments for MALDI-TOF MS analysis. Both synthetic DNA and polymerase chain reaction (PCR) products were accurately decoded, and a read length of approximately 37 bases was achieved using these nucleotides in MS sequencing.


Subject(s)
DNA-Directed DNA Polymerase/metabolism , DNA/analysis , Dideoxynucleotides/biosynthesis , Sequence Analysis, DNA/methods , Base Sequence , Biotin/chemistry , Biotinylation , DNA-Directed DNA Polymerase/chemistry , Dideoxynucleotides/isolation & purification , Humans , Molecular Sequence Data , Phosphines/chemistry , Polymerase Chain Reaction , Purines/chemistry , Pyrimidines/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Streptavidin/chemistry , rho GTP-Binding Proteins/chemistry , rho GTP-Binding Proteins/metabolism
10.
Anal Biochem ; 427(2): 202-10, 2012 Aug 15.
Article in English | MEDLINE | ID: mdl-22579594

ABSTRACT

Characterization of mitochondrial DNA (mtDNA) single nucleotide polymorphisms (SNPs) and mutations is crucial for disease diagnosis, which requires accurate and sensitive detection methods and quantification due to mitochondrial heteroplasmy. We report here the characterization of mutations for myoclonic epilepsy with ragged red fibers syndrome using chemically cleavable biotinylated dideoxynucleotides and a mass spectrometry (MS)-based solid phase capture (SPC) single base extension (SBE) assay. The method effectively eliminates unextended primers and primer dimers, and the presence of cleavable linkers between the base and biotin allows efficient desalting and release of the DNA products from solid phase for MS analysis. This approach is capable of high multiplexing, and the use of different length linkers for each of the purines and each of the pyrimidines permits better discrimination of the four bases by MS. Both homoplasmic and heteroplasmic genotypes were accurately determined on different mtDNA samples. The specificity of the method for mtDNA detection was validated by using mitochondrial DNA-negative cells. The sensitivity of the approach permitted detection of less than 5% mtDNA heteroplasmy levels. This indicates that the SPC-SBE approach based on chemically cleavable biotinylated dideoxynucleotides and MS enables rapid, accurate, and sensitive genotyping of mtDNA and has broad applications for genetic analysis.


Subject(s)
DNA Fingerprinting/methods , DNA, Mitochondrial/analysis , Dideoxynucleotides/chemistry , MERRF Syndrome/genetics , Mitochondria/genetics , Polymorphism, Single Nucleotide , Base Sequence , Biotin/chemistry , Biotinylation , Cell Line , Dideoxynucleotides/genetics , Humans , MERRF Syndrome/diagnosis , Mitochondria/chemistry , Molecular Sequence Data , Mutation , Polymerase Chain Reaction , Purines/chemistry , Pyrimidines/chemistry , Sensitivity and Specificity , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Streptavidin/chemistry
11.
Nature ; 442(7099): 203-7, 2006 Jul 13.
Article in English | MEDLINE | ID: mdl-16751777

ABSTRACT

Small RNAs bound to Argonaute proteins recognize partially or fully complementary nucleic acid targets in diverse gene-silencing processes. A subgroup of the Argonaute proteins--known as the 'Piwi family'--is required for germ- and stem-cell development in invertebrates, and two Piwi members--MILI and MIWI--are essential for spermatogenesis in mouse. Here we describe a new class of small RNAs that bind to MILI in mouse male germ cells, where they accumulate at the onset of meiosis. The sequences of the over 1,000 identified unique molecules share a strong preference for a 5' uridine, but otherwise cannot be readily classified into sequence families. Genomic mapping of these small RNAs reveals a limited number of clusters, suggesting that these RNAs are processed from long primary transcripts. The small RNAs are 26-31 nucleotides (nt) in length--clearly distinct from the 21-23 nt of microRNAs (miRNAs) or short interfering RNAs (siRNAs)--and we refer to them as 'Piwi-interacting RNAs' or piRNAs. Orthologous human chromosomal regions also give rise to small RNAs with the characteristics of piRNAs, but the cloned sequences are distinct. The identification of this new class of small RNAs provides an important starting point to determine the molecular function of Piwi proteins in mammalian spermatogenesis.


Subject(s)
Proteins/metabolism , RNA/classification , RNA/metabolism , Testis/metabolism , Animals , Animals, Newborn , Argonaute Proteins , Humans , Male , Mice , Mice, Inbred C57BL , Multigene Family/genetics , RNA/genetics , Spermatogenesis/genetics , Time Factors
12.
Nucleic Acids Res ; 38(9): e104, 2010 May.
Article in English | MEDLINE | ID: mdl-20123731

ABSTRACT

We have developed a new approach to systematically study post-transcriptional regulation in a small number of cells. Actively translating mRNAs are associated with polysomes and the newly synthesized peptide chains are closely associated with molecular chaperones such as hsp70s, which assist in the proper folding of nascent polypeptides into higher ordered structures. These chaperones provide an anchor with which to separate actively translating mRNAs associated with polysomes from free mRNAs. Affinity capture beads were developed to capture hsp70 chaperones associated with the polysome complexes. The isolated actively translating mRNAs were used for high-throughput expression profiling analysis. Feasibility was demonstrated using an in vitro translation system with known translationally regulated mRNA transcript thymidylate synthase (TS). We further developed the approach using HCT-116 colon cancer cells with both TS and p53 as positive controls. The steady-state levels of TS and p53 mRNAs were unaltered after 5-fluorouracil treatment as assessed by real-time qRT-PCR analysis. In contrast, the protein expression and polysome-associated mRNA levels of both genes were increased. These differences in translational rate were revealed with our new approach from 500 cells. This technology has the potential to make investigation of translational control feasible with limited quantities of clinical specimens.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation , Oligonucleotide Array Sequence Analysis/methods , Protein Biosynthesis , RNA, Messenger/isolation & purification , Antibodies , Antimetabolites, Antineoplastic/pharmacology , Cell Line, Tumor , Fluorouracil/pharmacology , HSP70 Heat-Shock Proteins/immunology , HSP70 Heat-Shock Proteins/isolation & purification , Humans , Immunoprecipitation , Polyribosomes/metabolism
13.
Viruses ; 14(7)2022 06 28.
Article in English | MEDLINE | ID: mdl-35891393

ABSTRACT

With the recent global spread of new SARS-CoV-2 variants, there remains an urgent need to develop effective and variant-resistant oral drugs. Recently, we reported in vitro results validating the use of combination drugs targeting both the SARS-CoV-2 RNA-dependent RNA polymerase (RdRp) and proofreading exonuclease (ExoN) as potential COVID-19 therapeutics. For the nucleotide analogues to be efficient SARS-CoV-2 inhibitors, two properties are required: efficient incorporation by RdRp and substantial resistance to excision by ExoN. Here, we have selected and evaluated nucleotide analogues with a variety of structural features for resistance to ExoN removal when they are attached at the 3' RNA terminus. We found that dideoxynucleotides and other nucleotides lacking both 2'- and 3'-OH groups were most resistant to ExoN excision, whereas those possessing both 2'- and 3'-OH groups were efficiently removed. We also found that the 3'-OH group in the nucleotide analogues was more critical than the 2'-OH for excision by ExoN. Since the functionally important sequences in Nsp14/10 are highly conserved among all SARS-CoV-2 variants, these identified structural features of nucleotide analogues offer invaluable insights for designing effective RdRp inhibitors that can be simultaneously efficiently incorporated by the RdRp and substantially resist ExoN excision. Such newly developed RdRp terminators would be good candidates to evaluate their ability to inhibit SARS-CoV-2 in cell culture and animal models, perhaps combined with additional exonuclease inhibitors to increase their overall effectiveness.


Subject(s)
COVID-19 , SARS-CoV-2 , Animals , Antiviral Agents/therapeutic use , Exonucleases , Nucleotides/chemistry , RNA, Viral/genetics
14.
Commun Biol ; 5(1): 154, 2022 02 22.
Article in English | MEDLINE | ID: mdl-35194144

ABSTRACT

SARS-CoV-2 has an exonuclease-based proofreader, which removes nucleotide inhibitors such as Remdesivir that are incorporated into the viral RNA during replication, reducing the efficacy of these drugs for treating COVID-19. Combinations of inhibitors of both the viral RNA-dependent RNA polymerase and the exonuclease could overcome this deficiency. Here we report the identification of hepatitis C virus NS5A inhibitors Pibrentasvir and Ombitasvir as SARS-CoV-2 exonuclease inhibitors. In the presence of Pibrentasvir, RNAs terminated with the active forms of the prodrugs Sofosbuvir, Remdesivir, Favipiravir, Molnupiravir and AT-527 were largely protected from excision by the exonuclease, while in the absence of Pibrentasvir, there was rapid excision. Due to its unique structure, Tenofovir-terminated RNA was highly resistant to exonuclease excision even in the absence of Pibrentasvir. Viral cell culture studies also demonstrate significant synergy using this combination strategy. This study supports the use of combination drugs that inhibit both the SARS-CoV-2 polymerase and exonuclease for effective COVID-19 treatment.


Subject(s)
Antiviral Agents/pharmacology , COVID-19 Drug Treatment , Exonucleases/antagonists & inhibitors , RNA-Dependent RNA Polymerase/antagonists & inhibitors , SARS-CoV-2/drug effects , Viral Nonstructural Proteins/antagonists & inhibitors , Amino Acid Sequence , Anilides/pharmacology , Animals , Base Sequence , Benzimidazoles/pharmacology , COVID-19/virology , Cell Line, Tumor , Chlorocebus aethiops , Drug Synergism , Exonucleases/genetics , Exonucleases/metabolism , Humans , Proline/pharmacology , Pyrrolidines/pharmacology , RNA, Viral/genetics , RNA, Viral/metabolism , RNA-Dependent RNA Polymerase/genetics , RNA-Dependent RNA Polymerase/metabolism , SARS-CoV-2/genetics , SARS-CoV-2/physiology , Valine/pharmacology , Vero Cells , Viral Nonstructural Proteins/genetics , Viral Nonstructural Proteins/metabolism , Virus Replication/drug effects , Virus Replication/genetics
15.
Viruses ; 14(7)2022 06 30.
Article in English | MEDLINE | ID: mdl-35891437

ABSTRACT

Despite the fast development of vaccines, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is still circulating and generating variants of concern (VoC) that escape the humoral immune response. In this context, the search for anti-SARS-CoV-2 compounds is still essential. A class of natural polyphenols known as flavonoids, frequently available in fruits and vegetables, is widely explored in the treatment of different diseases and used as a scaffold for the design of novel drugs. Therefore, herein we evaluate seven flavonoids divided into three subclasses, isoflavone (genistein), flavone (apigenin and luteolin) and flavonol (fisetin, kaempferol, myricetin, and quercetin), for COVID-19 treatment using cell-based assays and in silico calculations validated with experimental enzymatic data. The flavonols were better SARS-CoV-2 inhibitors than isoflavone and flavones. The increasing number of hydroxyl groups in ring B of the flavonols kaempferol, quercetin, and myricetin decreased the 50% effective concentration (EC50) value due to their impact on the orientation of the compounds inside the target. Myricetin and fisetin appear to be preferred candidates; they are both anti-inflammatory (decreasing TNF-α levels) and inhibit SARS-CoV-2 mainly by targeting the processability of the main protease (Mpro) in a non-competitive manner, with a potency comparable to the repurposed drug atazanavir. However, fisetin and myricetin might also be considered hits that are amenable to synthetic modification to improve their anti-SARS-CoV-2 profile by inhibiting not only Mpro, but also the 3'-5' exonuclease (ExoN).


Subject(s)
COVID-19 Drug Treatment , Flavones , Isoflavones , Flavones/pharmacology , Flavonoids/pharmacology , Flavonols/pharmacology , Humans , Isoflavones/pharmacology , Kaempferols , Molecular Docking Simulation , Protease Inhibitors , Quercetin/pharmacology , SARS-CoV-2
16.
Sci Rep ; 12(1): 18506, 2022 11 02.
Article in English | MEDLINE | ID: mdl-36323770

ABSTRACT

SARS coronavirus 2 (SARS-CoV-2) has caused an ongoing global pandemic with significant mortality and morbidity. At this time, the only FDA-approved therapeutic for COVID-19 is remdesivir, a broad-spectrum antiviral nucleoside analog. Efficacy is only moderate, and improved treatment strategies are urgently needed. To accomplish this goal, we devised a strategy to identify compounds that act synergistically with remdesivir in preventing SARS-CoV-2 replication. We conducted combinatorial high-throughput screening in the presence of submaximal remdesivir concentrations, using a human lung epithelial cell line infected with a clinical isolate of SARS-CoV-2. This identified 20 approved drugs that act synergistically with remdesivir, many with favorable pharmacokinetic and safety profiles. Strongest effects were observed with established antivirals, Hepatitis C virus nonstructural protein 5A (HCV NS5A) inhibitors velpatasvir and elbasvir. Combination with their partner drugs sofosbuvir and grazoprevir further increased efficacy, increasing remdesivir's apparent potency > 25-fold. We report that HCV NS5A inhibitors act on the SARS-CoV-2 exonuclease proofreader, providing a possible explanation for the synergy observed with nucleoside analog remdesivir. FDA-approved Hepatitis C therapeutics Epclusa® (velpatasvir/sofosbuvir) and Zepatier® (elbasvir/grazoprevir) could be further optimized to achieve potency and pharmacokinetic properties that support clinical evaluation in combination with remdesivir.


Subject(s)
COVID-19 Drug Treatment , Hepatitis C , Humans , SARS-CoV-2 , Antiviral Agents/therapeutic use , Sofosbuvir/pharmacology , Nucleosides/pharmacology , Adenosine Monophosphate , Alanine , Hepacivirus , Hepatitis C/drug therapy , Lung
17.
Proc Natl Acad Sci U S A ; 105(27): 9145-50, 2008 Jul 08.
Article in English | MEDLINE | ID: mdl-18591653

ABSTRACT

DNA sequencing by synthesis (SBS) on a solid surface during polymerase reaction can decipher many sequences in parallel. We report here a DNA sequencing method that is a hybrid between the Sanger dideoxynucleotide terminating reaction and SBS. In this approach, four nucleotides, modified as reversible terminators by capping the 3'-OH with a small reversible moiety so that they are still recognized by DNA polymerase as substrates, are combined with four cleavable fluorescent dideoxynucleotides to perform SBS. The ratio of the two sets of nucleotides is adjusted as the extension cycles proceed. Sequences are determined by the unique fluorescence emission of each fluorophore on the DNA products terminated by ddNTPs. On removing the 3'-OH capping group from the DNA products generated by incorporating the 3'-O-modified dNTPs and the fluorophore from the DNA products terminated with the ddNTPs, the polymerase reaction reinitiates to continue the sequence determination. By using an azidomethyl group as a chemically reversible capping moiety in the 3'-O-modified dNTPs, and an azido-based cleavable linker to attach the fluorophores to the ddNTPs, we synthesized four 3'-O-azidomethyl-dNTPs and four ddNTP-azidolinker-fluorophores for the hybrid SBS. After sequence determination by fluorescence imaging, the 3'-O-azidomethyl group and the fluorophore attached to the DNA extension product via the azidolinker are efficiently removed by using Tris(2-carboxyethyl)phosphine in aqueous solution that is compatible with DNA. Various DNA templates, including those with homopolymer regions, were accurately sequenced with a read length of >30 bases by using this hybrid SBS method on a chip and a four-color fluorescence scanner.


Subject(s)
Dideoxynucleotides/metabolism , Fluorescent Dyes/metabolism , Sequence Analysis, DNA/methods , Base Sequence , Color , DNA-Directed DNA Polymerase/metabolism , Dideoxynucleotides/chemical synthesis , Dideoxynucleotides/chemistry , Fluorescent Dyes/chemical synthesis , Fluorescent Dyes/chemistry , Molecular Sequence Data , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
18.
bioRxiv ; 2021 Jul 21.
Article in English | MEDLINE | ID: mdl-34312622

ABSTRACT

SARS-CoV-2 has an exonuclease-based proofreader, which removes nucleotide inhibitors such as Remdesivir that are incorporated into the viral RNA during replication, reducing the efficacy of these drugs for treating COVID-19. Combinations of inhibitors of both the viral RNA-dependent RNA polymerase and the exonuclease could overcome this deficiency. Here we report the identification of hepatitis C virus NS5A inhibitors Pibrentasvir and Ombitasvir as SARS-CoV-2 exonuclease inhibitors. In the presence of Pibrentasvir, RNAs terminated with the active forms of the prodrugs Sofosbuvir, Remdesivir, Favipiravir, Molnupiravir and AT-527 were largely protected from excision by the exonuclease, while in the absence of Pibrentasvir, there was rapid excision. Due to its unique structure, Tenofovir-terminated RNA was highly resistant to exonuclease excision even in the absence of Pibrentasvir. Viral cell culture studies also demonstrate significant synergy using this combination strategy. This study supports the use of combination drugs that inhibit both the SARS-CoV-2 polymerase and exonuclease for effective COVID-19 treatment.

19.
Sci Rep ; 10(1): 16577, 2020 10 06.
Article in English | MEDLINE | ID: mdl-33024223

ABSTRACT

SARS-CoV-2 is responsible for COVID-19, resulting in the largest pandemic in over a hundred years. After examining the molecular structures and activities of hepatitis C viral inhibitors and comparing hepatitis C virus and coronavirus replication, we previously postulated that the FDA-approved hepatitis C drug EPCLUSA (Sofosbuvir/Velpatasvir) might inhibit SARS-CoV-2. We subsequently demonstrated that Sofosbuvir triphosphate is incorporated by the relatively low fidelity SARS-CoV and SARS-CoV-2 RNA-dependent RNA polymerases (RdRps), serving as an immediate polymerase reaction terminator, but not by a host-like high fidelity DNA polymerase. Other investigators have since demonstrated the ability of Sofosbuvir to inhibit SARS-CoV-2 replication in lung and brain cells; additionally, COVID-19 clinical trials with EPCLUSA and with Sofosbuvir plus Daclatasvir have been initiated in several countries. SARS-CoV-2 has an exonuclease-based proofreader to maintain the viral genome integrity. Any effective antiviral targeting the SARS-CoV-2 RdRp must display a certain level of resistance to this proofreading activity. We report here that Sofosbuvir terminated RNA resists removal by the exonuclease to a substantially higher extent than RNA terminated by Remdesivir, another drug being used as a COVID-19 therapeutic. These results offer a molecular basis supporting the current use of Sofosbuvir in combination with other drugs in COVID-19 clinical trials.


Subject(s)
Adenosine Monophosphate/analogs & derivatives , Alanine/analogs & derivatives , Antiviral Agents/pharmacology , Betacoronavirus/drug effects , Coronavirus Infections/drug therapy , Exonucleases/metabolism , Pneumonia, Viral/drug therapy , Prodrugs/pharmacology , RNA, Viral/drug effects , Sofosbuvir/pharmacology , Adenosine Monophosphate/chemistry , Adenosine Monophosphate/pharmacology , Adenosine Monophosphate/therapeutic use , Alanine/chemistry , Alanine/pharmacology , Alanine/therapeutic use , Antiviral Agents/chemistry , Antiviral Agents/therapeutic use , Betacoronavirus/enzymology , COVID-19 , Coronavirus Infections/virology , Coronavirus RNA-Dependent RNA Polymerase , Drug Discovery/methods , Drug Repositioning/methods , Hepacivirus/drug effects , Hepacivirus/enzymology , Hepatitis C/drug therapy , Hepatitis C/virology , Humans , Pandemics , Pneumonia, Viral/virology , Prodrugs/therapeutic use , RNA, Viral/chemistry , RNA, Viral/metabolism , RNA-Dependent RNA Polymerase/antagonists & inhibitors , RNA-Dependent RNA Polymerase/metabolism , SARS-CoV-2 , Sofosbuvir/chemistry , Sofosbuvir/therapeutic use , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/metabolism , Virus Replication/drug effects
20.
bioRxiv ; 2020 Mar 20.
Article in English | MEDLINE | ID: mdl-32511320

ABSTRACT

SARS-CoV-2, a member of the coronavirus family, is responsible for the current COVID-19 pandemic. Based on our analysis of hepatitis C virus and coronavirus replication, and the molecular structures and activities of viral inhibitors, we previously demonstrated that three nucleotide analogues inhibit the SARS-CoV RNA-dependent RNA polymerase (RdRp). Here, using polymerase extension experiments, we have demonstrated that the active triphosphate form of Sofosbuvir (a key component of the FDA approved hepatitis C drug EPCLUSA), is incorporated by SARS-CoV-2 RdRp, and blocks further incorporation. Using the same molecular insight, we selected the active triphosphate forms of three other anti-viral agents, Alovudine, AZT (an FDA approved HIV/AIDS drug) and Tenofovir alafenamide (TAF, an FDA approved drug for HIV and hepatitis B) for evaluation as inhibitors of SARS-CoV-2 RdRp. We demonstrated the ability of these three viral polymerase inhibitors, 3'-fluoro-3'-deoxythymidine triphosphate, 3'-azido-3'-deoxythymidine triphosphate and Tenofovir diphosphate (the active triphosphate forms of Alovudine, AZT and TAF, respectively) to be incorporated by SARS-CoV-2 RdRp, where they also terminate further polymerase extension. These results offer a strong molecular basis for these nucleotide analogues to be evaluated as potential therapeutics for COVID-19.

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