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1.
Oncotarget ; 8(19): 31901-31914, 2017 May 09.
Article in English | MEDLINE | ID: mdl-28404874

ABSTRACT

Lysine-specific demethylase 1 (LSD1) has been recognized as a potential therapeutic target for acute myeloid leukemia (AML). Herein, we identified a novel LSD1 inhibitor, JL1037, via Computer Aided Drug Design technology. JL1037 is a potent, selective and reversible LSD1 inhibitor with IC50s of 0.1 µM and >1.5 µM for LSD1 and monoamine oxidases A/B (MAO-A/B), respectively. Treatment of THP-1 and Kasumi-1 cell lines with JL1037 resulted in dose dependent accumulation of H3K4me1 and H3K4me2, the major substrates of LSD1, as well as inhibition of cell proliferation, blockade of cell cycle and induction of apoptosis. Further investigations demonstrated that JL1037 could upregulate cell cycle-related proteins P21, P57, pro-apoptotic protein Bax and downregulate anti-apoptosis proteins Bcl-2 and Bcl-XL. JL1037 appeared to activate autophage response in AML cell lines as well as primary cells from AML patients by increasing LC3-II expression and the formation of autophagosomes and autolysosomes in cytoplasm. Co-treatment with autophagy inhibitor chloroquine (CQ) enhanced JL1037-induced cell apoptosis. Moreover, daily intravenous administration of JL1037 tended to reduce tumor burden and prolong the survival of t(8;21) leukemia mice. In conclusion, JL1037 exhibited potent anti-leukemia effect and could be a potential therapeutic agent for AML treatment.


Subject(s)
Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Autophagy/drug effects , Histone Deacetylase Inhibitors/pharmacology , Histone Demethylases/antagonists & inhibitors , Animals , Cell Cycle/drug effects , Cell Line, Tumor , Disease Models, Animal , Enzyme Activation/drug effects , Humans , Leukemia, Myeloid, Acute/metabolism , Mice , Xenograft Model Antitumor Assays
2.
MAbs ; 5(2): 306-22, 2013.
Article in English | MEDLINE | ID: mdl-23396076

ABSTRACT

The solution dynamics of antibodies are critical to antibody function. We explore the internal solution dynamics of antibody molecules through the combination of time-resolved fluorescence anisotropy experiments on IgG1 with more than two microseconds of all-atom molecular dynamics (MD) simulations in explicit water, an order of magnitude more than in previous simulations. We analyze the correlated motions with a mutual information entropy quantity, and examine state transition rates in a Markov-state model, to give coarse-grained descriptors of the motions. Our MD simulations show that while there are many strongly correlated motions, antibodies are highly flexible, with F(ab) and F(c) domains constantly forming and breaking contacts, both polar and non-polar. We find that salt bridges break and reform, and not always with the same partners. While the MD simulations in explicit water give the right time scales for the motions, the simulated motions are about 3-fold faster than the experiments. Overall, the picture that emerges is that antibodies do not simply fluctuate around a single state of atomic contacts. Rather, in these large molecules, different atoms come in contact during different motions.


Subject(s)
Antibodies, Monoclonal, Humanized/chemistry , Antibodies, Monoclonal/chemistry , Immunoglobulin G/chemistry , Molecular Dynamics Simulation , Animals , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Fluorescence Polarization , Humans , Immunoglobulin G/therapeutic use , Markov Chains , Mice , Models, Molecular , Protein Conformation , Trastuzumab
3.
ACS Comb Sci ; 14(11): 579-89, 2012 Nov 12.
Article in English | MEDLINE | ID: mdl-23020747

ABSTRACT

An unprecedented amount of parallel synthesis information was accumulated within Pfizer over the past 12 years. This information was captured by an informatics tool known as PGVL (Pfizer Global Virtual Library). PGVL was used for many aspects of drug discovery including automated reactant mining and reaction product formation to build a synthetically feasible virtual compound collection. In this report, PGVL is discussed in detail. The chemistry information within PGVL has been used to extract synthesis and design information using an intuitive desktop Graphic User Interface, PGVL Hub. Several real-case examples of PGVL are also presented.


Subject(s)
Drug Design
4.
Bioorg Med Chem Lett ; 21(23): 7064-7, 2011 Dec 01.
Article in English | MEDLINE | ID: mdl-22014548

ABSTRACT

The complex and highly impermeable cell wall of Mycobacterium tuberculosis (Mtb) is largely responsible for the ability of the mycobacterium to resist the action of chemical therapeutics. An L-rhamnosyl residue, which occupies an important anchoring position in the Mtb cell wall, is an attractive target for novel anti-tuberculosis drugs. In this work, we report a virtual screening (VS) study targeting Mtb dTDP-deoxy-L-lyxo-4-hexulose reductase (RmlD), the last enzyme in the L-rhamnosyl synthesis pathway. Through two rounds of VS, we have identified four RmlD inhibitors with half inhibitory concentrations of 0.9-25 µM, and whole-cell minimum inhibitory concentrations of 20-200 µg/ml. Compared with our previous high throughput screening targeting another enzyme involved in L-rhamnosyl synthesis, virtual screening produced higher hit rates, supporting the use of computational methods in future anti-tuberculosis drug discovery efforts.


Subject(s)
Antitubercular Agents , Computer-Aided Design , Drug Discovery , Enzyme Inhibitors , Mycobacterium tuberculosis , Sugar Alcohol Dehydrogenases/antagonists & inhibitors , Antitubercular Agents/chemistry , Antitubercular Agents/pharmacology , Binding Sites , Crystallography, X-Ray , Enzyme Activation/drug effects , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Inhibitory Concentration 50 , Models, Molecular , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/enzymology
5.
J Med Chem ; 54(9): 3368-85, 2011 May 12.
Article in English | MEDLINE | ID: mdl-21438541

ABSTRACT

A novel class of heat shock protein 90 (Hsp90) inhibitors was discovered by high-throughput screening and was subsequently optimized using a combination of structure-based design, parallel synthesis, and the application of medicinal chemistry principles. Through this process, the biochemical and cell-based potency of the original HTS lead were substantially improved along with the corresponding metabolic stability properties. These efforts culminated with the identification of a development candidate (compound 42) which displayed desired PK/PD relationships, significant efficacy in a melanoma A2058 xenograft tumor model, and attractive DMPK profiles.


Subject(s)
Antineoplastic Agents/chemical synthesis , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Pyrazoles/chemical synthesis , Pyrimidines/chemical synthesis , Administration, Oral , Animals , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/pharmacology , Binding, Competitive , Biological Availability , Blood Proteins/metabolism , Cell Line, Tumor , Cell Membrane Permeability , Drug Screening Assays, Antitumor , Drug Stability , Female , Humans , Hydrophobic and Hydrophilic Interactions , In Vitro Techniques , Male , Melanoma/drug therapy , Melanoma/pathology , Mice , Mice, Nude , Microsomes, Liver/metabolism , Models, Molecular , Neoplasm Transplantation , Protein Binding , Pyrazoles/pharmacokinetics , Pyrazoles/pharmacology , Pyrimidines/pharmacokinetics , Pyrimidines/pharmacology , Rats , Structure-Activity Relationship , Transplantation, Heterologous
6.
Methods Mol Biol ; 685: 27-52, 2011.
Article in English | MEDLINE | ID: mdl-20981517

ABSTRACT

This chapter provides a brief overview of chemoinformatics and its applications to chemical library design. It is meant to be a quick starter and to serve as an invitation to readers for more in-depth exploration of the field. The topics covered in this chapter are chemical representation, chemical data and data mining, molecular descriptors, chemical space and dimension reduction, quantitative structure-activity relationship, similarity, diversity, and multiobjective optimization.


Subject(s)
Drug Discovery/methods , Informatics/methods , Small Molecule Libraries , Animals , Data Mining , Databases, Factual , Humans , Quantitative Structure-Activity Relationship , Small Molecule Libraries/chemical synthesis , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology
7.
Methods Mol Biol ; 685: 295-320, 2011.
Article in English | MEDLINE | ID: mdl-20981530

ABSTRACT

PGVL Hub is an integrated molecular design desktop tool that has been developed and globally deployed throughout Pfizer discovery research units to streamline the design and synthesis of combinatorial libraries and singleton compounds. This tool supports various workflows for design of singletons, combinatorial libraries, and Markush exemplification. It also leverages the proprietary PGVL virtual space (which contains 10(14) molecules spanned by experimentally derived synthesis protocols and suitable reactants) for lead idea generation, lead hopping, and library design. There had been an intense focus on ease of use, good performance and robustness, and synergy with existing desktop tools such as ISIS/Draw and SpotFire. In this chapter we describe the three-tier enterprise software architecture, key data structures that enable a wide variety of design scenarios and workflows, major technical challenges encountered and solved, and lessons learned during its development and deployment throughout its production cycles. In addition, PGVL Hub represents an extendable and enabling platform to support future innovations in library and singleton compound design while being a proven channel to deliver those innovations to medicinal chemists on a global scale.


Subject(s)
Chemistry, Pharmaceutical/methods , Drug Discovery/methods , Drug Industry , Small Molecule Libraries/chemistry , Small Molecule Libraries/chemical synthesis , User-Computer Interface , Data Mining , Software
8.
J Med Chem ; 53(1): 499-503, 2010 Jan 14.
Article in English | MEDLINE | ID: mdl-19908836

ABSTRACT

The discovery and optimization of potency and metabolic stability of a novel class of dihyroxyphenylisoindoline amides as Hsp90 inhibitors are presented. Optimization of a screening hit using structure-based design and modification of log D and chemical structural features led to the identification of a class of orally bioavailable non-quinone-containing Hsp90 inhibitors. This class is exemplified by 14 and 15, which possess improved cell potency and pharmacokinetic profiles compared with the original screening hit.


Subject(s)
Amides/pharmacology , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Isoindoles/chemistry , Amides/chemistry , Biological Availability , Cell Line , Crystallography, X-Ray , Humans , Models, Molecular , Molecular Conformation , Stereoisomerism , Structure-Activity Relationship
9.
J Comput Aided Mol Des ; 23(10): 725-36, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19593647

ABSTRACT

Uncovering useful lead compounds from a vast virtual library of synthesizable compounds continues to be of tremendous interest to pharmaceutical researchers. Here we present the concept of Basis Products (BPs), a new and broadly applicable method for achieving efficient selections from a combinatorial library. By definition, Basis Products are a strategically selected subset of compounds from a potentially very large combinatorial library, and any compound in a combinatorial library can represented by its BPs. In this article we will show how to use BP docking scores to find the top compounds of a combinatorial library. Compared with the brute-force docking of an entire virtual library, docking with BPs are much more efficient because of the substantial size reduction, saving both time and resources. We will also demonstrate how BPs can be used for property-based combinatorial library designs. Furthermore, BPs can also be considered as fragments carrying chemistry knowledge, hence they can potentially be used in combination with any fragment-based design method. Therefore, BPs can be used to integrate combinatorial design with structure-based design and/or fragment-based design. Other potential applications of BPs include lead hopping and consensus core building, which we will describe briefly as well in this report.


Subject(s)
Combinatorial Chemistry Techniques , Molecular Structure
10.
Bioorg Med Chem Lett ; 18(23): 6273-8, 2008 Dec 01.
Article in English | MEDLINE | ID: mdl-18929486

ABSTRACT

Information from X-ray crystal structures were used to optimize the potency of a HTS hit in a Hsp90 competitive binding assay. A class of novel and potent small molecule Hsp90 inhibitors were thereby identified. Enantio-pure compounds 31 and 33 were potent in PGA-based competitive binding assay and inhibited proliferation of various human cancer cell lines in vitro, with IC(50) values averaging 20 nM.


Subject(s)
Amides/chemical synthesis , Amides/pharmacology , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/pharmacology , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Amides/chemistry , Amino Acids/chemistry , Antineoplastic Agents/chemistry , Combinatorial Chemistry Techniques , Crystallography, X-Ray , Drug Design , Drug Screening Assays, Antitumor , Humans , Molecular Chaperones/metabolism , Molecular Conformation , Molecular Structure , Structure-Activity Relationship
11.
Curr Opin Chem Biol ; 12(3): 379-85, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18328830

ABSTRACT

In recent years pharmaceutical companies have utilized structure-based drug design and combinatorial library design techniques to speed up their drug discovery efforts. Both approaches are routinely used in the lead discovery and lead optimization stages of the drug discovery process. Fragment-based drug design, a new power tool in the drug design toolbox, is also gaining acceptance across the pharmaceutical industry. This review will focus on the interplay between these three design techniques and recent developments in computational methodologies that enhance their integration. Examples of successful synergistic applications of these three techniques will be highlighted. Opinion regarding possible future directions of the field will be given.


Subject(s)
Combinatorial Chemistry Techniques/methods , Drug Design , Drug Evaluation, Preclinical/methods , Animals , Humans , Models, Molecular , Software
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