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1.
Antiviral Res ; 222: 105789, 2024 02.
Article in English | MEDLINE | ID: mdl-38158129

ABSTRACT

The recent pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) posed a major threat to global health. Although the World Health Organization ended the public health emergency status, antiviral drugs are needed to address new variants of SARS-CoV-2 and future pandemics. To identify novel broad-spectrum coronavirus drugs, we developed a high-content imaging platform compatible with high-throughput screening. The platform is broadly applicable as it can be adapted to include various cell types, viruses, antibodies, and dyes. We demonstrated that the antiviral activity of compounds against SARS-CoV-2 variants (Omicron BA.5 and Omicron XBB.1.5), SARS-CoV, and human coronavirus 229E could easily be assessed. The inclusion of cellular dyes and immunostaining in combination with in-depth image analysis enabled us to identify compounds that induced undesirable phenotypes in host cells, such as changes in cell morphology or in lysosomal activity. With the platform, we screened ∼900K compounds and triaged hits, thereby identifying potential candidate compounds carrying broad-spectrum activity with limited off-target effects. The flexibility and early-stage identification of compounds with limited host cell effects provided by this high-content imaging platform can facilitate coronavirus drug discovery. We anticipate that its rapid deployability and fast turnaround can also be applied to combat future pandemics.


Subject(s)
Coronavirus Infections , Coronavirus , Humans , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Coronavirus Infections/drug therapy , High-Throughput Screening Assays/methods , Coloring Agents/pharmacology , Coloring Agents/therapeutic use , Pandemics
2.
SLAS Discov ; 28(3): 111-117, 2023 04.
Article in English | MEDLINE | ID: mdl-36736829

ABSTRACT

Recent advances in automated microscopy and image analysis enables quantitative profiling of cellular phenotypes (Cell Painting). It paves the way for studying the broad effects of chemical perturbations on biological systems at large scale during lead optimization. Comparison of perturbation biosignatures with biosignatures of annotated compounds can inform on both on- and off-target effects. When building databases with phenotypic profiles of thousands of compounds, it is vital to control the quality of Cell Painting assays over time. A tool for this to our knowledge does not yet exist within the imaging community. In this paper, we introduce an automated tool to assess the quality of Cell Painting assays by quantifying the reproducibility of biosignatures of annotated reference compounds. The tool learns the biosignature of those treatments from a historical dataset, and subsequently, it builds a two-dimensional probabilistic quality control (QC) limit. The limit will then be used to detect aberrations in new Cell Painting experiments. The tool is illustrated using simulated data and further demonstrated on Cell Painting data of the A549 cell line. In general, the tool provides a sensitive, detailed and easy-to-interpret mechanism to validate the quality of Cell Painting assays.


Subject(s)
Image Processing, Computer-Assisted , Microscopy , Reproducibility of Results , Microscopy/methods , Image Processing, Computer-Assisted/methods , Quality Control
3.
J Virol Methods ; 293: 114150, 2021 07.
Article in English | MEDLINE | ID: mdl-33839187

ABSTRACT

Hepatitis B Virus (HBV) core protein has multiple functions in the viral life cycle and is an attractive target for new anti-viral therapies. Capsid assembly modulators (CAMs) target the core protein and induce the formation of either morphologically normal (CAM-N) or aberrant structures (CAM-A), both devoid of genomic material. To date a diverse family of CAM-N chemotypes has been identified, but in contrast, described CAM-As are based on the heteroaryldihydropyrimidine (HAP) scaffold. We used the HBV-inducible HepG2.117 cell line with immunofluorescent labeling of HBV core to develop and validate a cellular high-content image-based assay where aggregated core structures are identified using image analysis spot texture features. Treatment with HAPs led to a dose- and time-dependent formation of aggregated core appearing as dot-like structures in the cytoplasm and nucleus. By combining a biochemical and cellular screening approach, a compound was identified as a novel non-HAP scaffold able to induce dose-dependent formation of aberrant core structures, which was confirmed by electron microscopy and native gel electrophoresis. This compound displayed anti-HBV activity in HepG2.117 cells, providing proof-of-concept for our screening approach. We believe our combined biochemical and cellular high-content screening method will aid in expanding the range of CAM-A chemotypes.


Subject(s)
Capsid , Hepatitis B virus , Pyrimidines , Virus Assembly , Virus Replication
4.
Science ; 363(6431)2019 03 08.
Article in English | MEDLINE | ID: mdl-30846569

ABSTRACT

Recent characterization of broadly neutralizing antibodies (bnAbs) against influenza virus identified the conserved hemagglutinin (HA) stem as a target for development of universal vaccines and therapeutics. Although several stem bnAbs are being evaluated in clinical trials, antibodies are generally unsuited for oral delivery. Guided by structural knowledge of the interactions and mechanism of anti-stem bnAb CR6261, we selected and optimized small molecules that mimic the bnAb functionality. Our lead compound neutralizes influenza A group 1 viruses by inhibiting HA-mediated fusion in vitro, protects mice against lethal and sublethal influenza challenge after oral administration, and effectively neutralizes virus infection in reconstituted three-dimensional cell culture of fully differentiated human bronchial epithelial cells. Cocrystal structures with H1 and H5 HAs reveal that the lead compound recapitulates the bnAb hotspot interactions.


Subject(s)
Antibodies, Neutralizing/chemistry , Biomimetic Materials/pharmacology , Influenza A Virus, H1N1 Subtype/drug effects , Influenza, Human/prevention & control , Piperazines/pharmacology , Pyridines/pharmacology , Tetrazoles/pharmacology , Viral Fusion Protein Inhibitors/pharmacology , Virus Internalization/drug effects , Administration, Oral , Animals , Biomimetic Materials/administration & dosage , Biomimetic Materials/pharmacokinetics , Bronchi/virology , Cells, Cultured , Dogs , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Hemagglutinin Glycoproteins, Influenza Virus/metabolism , Humans , Madin Darby Canine Kidney Cells , Mice , Piperazines/administration & dosage , Piperazines/pharmacokinetics , Pyridines/administration & dosage , Pyridines/pharmacokinetics , Respiratory Mucosa/virology , Tetrazoles/administration & dosage , Tetrazoles/pharmacokinetics , Viral Fusion Protein Inhibitors/administration & dosage , Viral Fusion Protein Inhibitors/pharmacokinetics
5.
Bioorg Med Chem Lett ; 28(12): 2159-2164, 2018 07 01.
Article in English | MEDLINE | ID: mdl-29779975

ABSTRACT

We designed and synthesized a new series of fatty acid synthase (FASN) inhibitors with potential utility for the treatment of cancer. Extensive SAR studies led to highly active FASN inhibitors with good cellular activity and oral bioavailability, exemplified by compound 34. Compound 34 is a potent inhibitor of human FASN (IC50 = 28 nM) that effectively inhibits proliferation of A2780 ovarian cells (IC50 = 13 nM) in lipid-reduced serum (LRS). This cellular activity can be rescued by addition of palmitate, consistent with an on-target effect. Compound 34 is also active in many other cell types, including PC3M (IC50 = 25 nM) and LnCaP-Vancouver prostate cells (IC50 = 66 nM), and is highly bioavailable (F 61%) with good exposure after oral administration. In a pharmacodynamics study in H460 lung xenograft-bearing mice, oral treatment with compound 34 results in elevated tumor levels of malonyl-CoA and decreased tumor levels of palmitate, fully consistent with the desired target engagement.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Design , Enzyme Inhibitors/pharmacology , Fatty Acid Synthase, Type I/antagonists & inhibitors , Imidazoles/pharmacology , Animals , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/chemical synthesis , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Drug Screening Assays, Antitumor , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/chemical synthesis , Fatty Acid Synthase, Type I/metabolism , Humans , Imidazoles/administration & dosage , Imidazoles/chemical synthesis , Mice , Models, Molecular , Molecular Structure , Neoplasms, Experimental/drug therapy , Neoplasms, Experimental/metabolism , Neoplasms, Experimental/pathology , Structure-Activity Relationship
6.
J Med Chem ; 59(9): 4302-13, 2016 05 12.
Article in English | MEDLINE | ID: mdl-27043133

ABSTRACT

Here, we report a high-throughput virtual screening (HTVS) study using phosphoinositide 3-kinase (both PI3Kγ and PI3Kδ). Our initial HTVS results of the Janssen corporate database identified small focused libraries with hit rates at 50% inhibition showing a 50-fold increase over those from a HTS (high-throughput screen). Further, applying constraints based on "chemically intuitive" hydrogen bonds and/or positional requirements resulted in a substantial improvement in the hit rates (versus no constraints) and reduced docking time. While we find that docking scoring functions are not capable of providing a reliable relative ranking of a set of compounds, a prioritization of groups of compounds (e.g., low, medium, and high) does emerge, which allows for the chemistry efforts to be quickly focused on the most viable candidates. Thus, this illustrates that it is not always necessary to have a high correlation between a computational score and the experimental data to impact the drug discovery process.


Subject(s)
Enzyme Inhibitors/pharmacology , Isoenzymes/antagonists & inhibitors , Phosphoinositide-3 Kinase Inhibitors , Drug Design , High-Throughput Screening Assays , Molecular Docking Simulation , Prospective Studies
7.
J Med Chem ; 45(24): 5303-10, 2002 Nov 21.
Article in English | MEDLINE | ID: mdl-12431057

ABSTRACT

Butabindide, 1, was previously reported as a potent inhibitor (IC50 = 7 nM) of the serine protease enzyme tripeptidyl peptidase II (TPPII), an endogenous protease that degrades cholecystokinin-8 (CCK-8). We found that 1 has some inherent chemical instability, yielding diketopiperazine 2 fairly readily under mimicked physiological conditions. We therefore prepared imidazoles 3, which are void of 1's inherent instability, and have found that our novel analogues maintained comparable TPPII inhibitory activity (e.g.,for 3c, IC50 = 4 nM) as 1.


Subject(s)
Enzyme Inhibitors/chemical synthesis , Imidazoles/chemical synthesis , Indoles/chemical synthesis , Serine Endopeptidases/chemistry , Serine Proteinase Inhibitors/chemical synthesis , Aminopeptidases , Dipeptidyl-Peptidases and Tripeptidyl-Peptidases , Enzyme Inhibitors/chemistry , Imidazoles/chemistry , Indoles/chemistry , Models, Molecular , Serine Proteinase Inhibitors/chemistry , Stereoisomerism , Structure-Activity Relationship
8.
Bioorg Med Chem Lett ; 12(4): 653-8, 2002 Feb 25.
Article in English | MEDLINE | ID: mdl-11844693

ABSTRACT

This communication describes the synthesis and in vitro PDE4 inhibitory activity of a novel series of imidazol-2-one and 2-cyanoiminoimidazole derivatives. The compounds described were also tested in in vivo models to evaluate their anti-inflammatory activity after topical administration as well as their gastro-intestinal side effects. Several compounds proved to be potent PDE4 inhibitors and some 2-cyanoiminoimidazoles showed less pronounced gastro-intestinal side effects than reference compounds but maintained anti-inflammatory activity after topical administration.


Subject(s)
3',5'-Cyclic-AMP Phosphodiesterases/antagonists & inhibitors , Anti-Inflammatory Agents/chemical synthesis , Imidazoles/pharmacology , Administration, Topical , Animals , Anti-Inflammatory Agents/administration & dosage , Anti-Inflammatory Agents/pharmacology , Cyclic Nucleotide Phosphodiesterases, Type 4 , Disease Models, Animal , Dose-Response Relationship, Drug , Ear Diseases/drug therapy , Enzyme Inhibitors/administration & dosage , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/pharmacology , Humans , Imidazoles/administration & dosage , Imidazoles/chemical synthesis , Inflammation/drug therapy , Inhibitory Concentration 50 , Rats , Structure-Activity Relationship
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