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1.
J Chem Inf Model ; 61(3): 1402-1411, 2021 03 22.
Article in English | MEDLINE | ID: mdl-33655751

ABSTRACT

SARS-CoV-2 is a positive-sense RNA virus that requires an RNA-dependent RNA polymerase (RdRp) for replication of its viral genome. Nucleoside analogs such as Remdesivir and ß-d-N4-hydroxycytidine are antiviral candidates and may function as chain terminators or induce viral mutations, thus impairing RdRp function. Recently disclosed Cryo-EM structures of apo, RNA-bound, and inhibitor-bound SARS-CoV-2 RdRp provided insight into the inhibitor-bound structure by capturing the enzyme with its reaction product: Remdesivir covalently bound to the RNA primer strand. To gain a structural understanding of the binding of this and several other nucleoside analogs in the precatalytic state, molecular models were developed that predict the noncovalent interactions to a complex of SARS-CoV-2 RdRp, RNA, and catalytic metal cations. MM-GBSA evaluation of these interactions is consistent with resistance-conferring mutations and existing structure-activity relationship (SAR) data. Therefore, this approach may yield insights into antiviral mechanisms and guide the development of experimental drugs for COVID-19 treatment.


Subject(s)
COVID-19 Drug Treatment , Nucleosides/analogs & derivatives , Nucleosides/pharmacology , RNA, Viral/metabolism , RNA-Dependent RNA Polymerase/metabolism , SARS-CoV-2/drug effects , Antiviral Agents/chemistry , Antiviral Agents/pharmacology , COVID-19/metabolism , Drug Design , Drug Discovery , Humans , Molecular Docking Simulation , SARS-CoV-2/metabolism
2.
Regul Toxicol Pharmacol ; 115: 104682, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32504649

ABSTRACT

For short-term chemical inhalation exposures to hazardous chemicals, the incidence of a health effect in biological testing usually conforms to a general linear model with a probit link function dependent on inhalant concentration C and the duration of exposure t. The National Academy's Acute Exposure Guideline Levels (AEGLs) Committee relies on these models when establishing AEGLs. Threshold concentrations at AEGL durations are established by the toxic load equation Cn x t = constant, which toxic load exponent n (TLE or n-value) directly follows from the bivariate probit model. When multiple probit datasets are available, the AEGL Committee routinely pools studies' incidence data. Such meta-analytical models are valid only when the pooled data are homogeneous, with similar sensitivities and equivalent responses to exposure concentrations and durations. In the present study, the homogeneity of datasets meta-analyzed by the AEGL Committee was examined, finding that 70% of datasets pooled by the AEGL Committee are heterogeneous. In these instances, data pooling leads to a statistically invalid model and TLE estimate, potentially resulting in under- or over-estimated inhalation guidance levels. When data pooling is inappropriate, other meta-analysis options include categorical regression, fixed-effect and random-effects models, or even designation of a key study based on scientific judgement. In the present work, options of TLE meta-analysis are summarized in a decision tree contingent on statistical testing.


Subject(s)
Air Pollutants/toxicity , Hazardous Substances/toxicity , Inhalation Exposure/standards , Risk Assessment , Administration, Inhalation , Animals , Humans
3.
Inhal Toxicol ; 30(11-12): 448-462, 2018.
Article in English | MEDLINE | ID: mdl-30600740

ABSTRACT

OBJECTIVE: Dimethyl sulfide (DMS, CAS 75-18-3) is an industrial chemical. It is both an irritant and neurotoxicant that may be life-threatening because of accidental release. The effects of DMS on public health and associated public health response depend on the exposure concentration and duration. However, currently, public health advisory information exists for only a 1 h exposure duration, developed by the American Industrial Hygiene Association (AIHA). In the present work, the AIHA-reviewed data were computationally extrapolated to other common short-term durations. METHODS: The extrapolation was carried out using the toxic load equation, Cn × t = TL, where C and t are exposure concentration and duration, TL is toxic load, and n is a chemical-specific toxic load exponent derived in the present work using probit meta-analysis. The developed threshold levels were vetted against the AIHA database of clinical and animal health effects induced by DMS. RESULTS: Tier-1 levels were derived based on human exposures that resulted in an easily detectable odor, because DMS is known to have a disagreeable odor that may cause nausea. Tier-2 levels were derived from the lower 95% confidence bounds on a benchmark concentration that caused 10% incidence (BMCL10) of coma in rats during a 15 min inhalation exposure to DMS. Tier-3 levels were based on a BMCL05 for mortality in rats. CONCLUSION: Emergency responders and health assessors may consider these computationally derived threshold levels as a supplement to traditional chemical risk assessment procedures in instances where AIHA developed public health advisory levels do not exist.


Subject(s)
Air Pollutants , Inhalation Exposure , Irritants , Sulfides , Threshold Limit Values , Administration, Inhalation , Air Pollutants/standards , Air Pollutants/toxicity , Animals , Coma/chemically induced , Humans , Inhalation Exposure/adverse effects , Inhalation Exposure/standards , Irritants/standards , Irritants/toxicity , Odorants , Risk Assessment , Sulfides/standards , Sulfides/toxicity , Time Factors
4.
ACS Med Chem Lett ; 4(8): 762-767, 2013 Aug 08.
Article in English | MEDLINE | ID: mdl-23956816

ABSTRACT

Targeting host cell factors required for virus replication provides an alternative to targeting pathogen components and represents a promising approach to develop broad-spectrum antiviral therapeutics. High-throughput screening (HTS) identified two classes of inhibitors (2 and 3) with broad-spectrum antiviral activity against ortho- and paramyxoviruses including influenza A virus (IAV), measles virus (MeV), respiratory syncytial virus (RSV), and human parainfluenza virus type 3 (HPIV3). Hit-to-lead optimization delivered inhibitor, 28a, with EC50 values of 0.88 and 0.81 µM against IAV strain WSN and MeV strain Edmonston, respectively. It was also found that compound 28a delivers good stability in human liver S9 fractions with a half-life of 165 minutes. These data establish 28a as a promising lead for antiviral therapy through a host-directed mechanism.

5.
AIDS Res Hum Retroviruses ; 28(10): 1329-39, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22404213

ABSTRACT

Cellular proteins are essential for human immunodeficiency virus type 1 (HIV-1) replication and may serve as viable new targets for treating infection. Using gene trap insertional mutagenesis, a high-throughput approach based on random inactivation of cellular genes, candidate genes were found that limit virus replication when mutated. Disrupted genes (N=87) conferring resistance to lytic infection with several viruses were queried for an affect on HIV-1 replication by utilizing small interfering RNA (siRNA) screens in TZM-bl cells. Several genes regulating diverse pathways were found to be required for HIV-1 replication, including DHX8, DNAJA1, GTF2E1, GTF2E2, HAP1, KALRN, UBA3, UBE2E3, and VMP1. Candidate genes were independently tested in primary human macrophages, toxicity assays, and/or Tat-dependent ß-galactosidase reporter assays. Bioinformatics analyses indicated that several host factors present in this study participate in canonical pathways and functional processes implicated in prior genome-wide studies. However, the genes presented in this study did not share identity with those found previously. Novel antiviral targets identified in this study should open new avenues for mechanistic investigation.


Subject(s)
HIV-1/isolation & purification , Mutagenesis, Insertional/genetics , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Virus Activation/genetics , Virus Replication/genetics , Cell Line , Cells, Cultured , Female , Gene Expression Regulation/genetics , HIV-1/physiology , Humans , Male , Mass Screening , RNA, Messenger/metabolism , RNA, Small Interfering/metabolism , RNA, Viral/genetics , Virus Activation/physiology , Virus Replication/physiology
6.
Chembiochem ; 11(1): 101-9, 2010 Jan 04.
Article in English | MEDLINE | ID: mdl-19946930

ABSTRACT

Cyclostreptin (CS) is a recently discovered natural product with cytotoxic activity caused by microtubule stabilization. It is the only known microtubule-stabilizing agent (MSA) that covalently binds to tubulin. It also exhibits the fast-binding kinetics seen for other MSAs. Through careful peptide digestion and mass spectrometry analysis, Buey et al. found that two amino acids are labeled by CS: Asn228, near the known taxane-binding site, and Thr220, in the type I microtubule pore. This led Buey et al. to propose Thr220 resides at the site previously predicted to be a way station or low-affinity site. By using molecular dynamics simulations and structural considerations of the microtubule pore and tubulin dimer, we conclude that postulation of a low-affinity site is unnecessary to explain the available experimental data. An alternative explanation views the microtubule pore as a structural entity that presents a substantial kinetic barrier to ligand passage to the known taxane-binding site-an entry point to the microtubule lumen that becomes completely blocked if cyclostreptin is bound at Thr220. Simulations of the free dimer also suggest a common mechanism of microtubule stabilization for taxane site MSAs through their conformational effect on the M-loop. Such an effect explains the low tubulin polymerization caused by cyclostreptin in vitro despite its covalent attachment.


Subject(s)
Microtubules/chemistry , Polycyclic Compounds/chemistry , Binding Sites , Bridged-Ring Compounds/chemistry , Epothilones/chemistry , Excipients/chemistry , Excipients/metabolism , Microtubules/metabolism , Molecular Dynamics Simulation , Paclitaxel/chemistry , Polycyclic Compounds/metabolism , Taxoids/chemistry , Tubulin/chemistry , Tubulin/metabolism
7.
Biochemistry ; 47(51): 13573-83, 2008 Dec 23.
Article in English | MEDLINE | ID: mdl-19035834

ABSTRACT

Previously, we developed a panel of nonpeptidic compounds specifically preventing fusion of the measles virus (MV) with target cells at IC(50) values of 0.6-3 muM. Mutations in the MV fusion protein (MV F) that render resistance to these blockers were described. The structural basis for both inhibition and resistance was unclear in the earlier work because of the availability of a structural model for only the postfusion conformation of MV F. We have now developed structural models for both pre- and postfusion conformers of the latter protein trimer. The models allow investigation of the large-scale conformational changes occurring in the MV fusion machinery and, in conjunction with antisera binding studies, provide a rationale for how inhibitors may arrest a conformational intermediate by interfering with the formation of interactions between the heptad repeat B (HR-B) linker and DIII domains. The models also show that resistance to inhibition can be explained by a predicted destabilizing effect of the mutations on the HR-B domain within the trimeric prefusion structure. This viewpoint is supported by the temperature-dependent differential fusion activities of MV F variants harboring these mutations.


Subject(s)
Antiviral Agents/chemistry , Drug Resistance, Viral , Measles virus/metabolism , Animals , Antiviral Agents/metabolism , Chlorocebus aethiops , Computer Simulation , Dimerization , Inhibitory Concentration 50 , Models, Molecular , Molecular Conformation , Mutagenesis, Site-Directed , Mutation , Protein Conformation , Protein Structure, Tertiary , Vero Cells
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