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1.
ChemMedChem ; 14(2): 224-236, 2019 01 22.
Article in English | MEDLINE | ID: mdl-30520265

ABSTRACT

By screening a focused library of kinase inhibitor analogues in a phenotypic co-culture assay for angiogenesis inhibition, we identified an aminotriazine that acts as a cytostatic nanomolar inhibitor. However, this aminotriazine was found to be completely inactive in a whole-kinome profiling assay. To decipher its mechanism of action, we used the online target prediction tool PPB2 (http://ppb2.gdb.tools), which suggested lysophosphatidic acid acyltransferaseâ€…ß (LPAAT-ß) as a possible target for this aminotriazine as well as several analogues identified by structure-activity relationship profiling. LPAAT-ß inhibition (IC50 ≈15 nm) was confirmed in a biochemical assay and by its effects on cell proliferation in comparison with a known LPAAT-ß inhibitor. These experiments illustrate the value of target-prediction tools to guide target identification for phenotypic screening hits and significantly expand the rather limited pharmacology of LPAAT-ß inhibitors.


Subject(s)
Acyltransferases/antagonists & inhibitors , Angiogenesis Inducing Agents/metabolism , Enzyme Inhibitors/chemistry , Small Molecule Libraries/chemistry , Triazines/chemistry , Acyltransferases/genetics , Acyltransferases/isolation & purification , Biological Assay/methods , Cell Culture Techniques , Cell Line , Cell Proliferation/drug effects , Drug Evaluation, Preclinical/methods , Enzyme Inhibitors/metabolism , Human Umbilical Vein Endothelial Cells , Humans , Inhibitory Concentration 50 , Models, Molecular , Molecular Structure , Phenotype , Protein Binding , Small Molecule Libraries/metabolism , Software , Structure-Activity Relationship , Triazines/metabolism
2.
J Cheminform ; 6: 27, 2014.
Article in English | MEDLINE | ID: mdl-24876890

ABSTRACT

The properties of fragrance molecules in the public databases SuperScent and Flavornet were analyzed to define a "fragrance-like" (FL) property range (Heavy Atom Count ≤ 21, only C, H, O, S, (O + S) ≤ 3, Hydrogen Bond Donor ≤ 1) and the corresponding chemical space including FL molecules from PubChem (NIH repository of molecules), ChEMBL (bioactive molecules), ZINC (drug-like molecules), and GDB-13 (all possible organic molecules up to 13 atoms of C, N, O, S, Cl). The FL subsets of these databases were classified by MQN (Molecular Quantum Numbers, a set of 42 integer value descriptors of molecular structure) and formatted for fast MQN-similarity searching and interactive exploration of color-coded principal component maps in form of the FL-mapplet and FL-browser applications freely available at http://www.gdb.unibe.ch. MQN-similarity is shown to efficiently recover 15 different fragrance molecule families from the different FL subsets, demonstrating the relevance of the MQN-based tool to explore the fragrance chemical space.

3.
Free Radic Biol Med ; 70: 255-64, 2014 May.
Article in English | MEDLINE | ID: mdl-24631489

ABSTRACT

The single-layered gut epithelium represents the primary line of defense against environmental stressors; thereby monolayer integrity and tightness are essentially required to maintain gut health and function. To date only a few plant-derived phytochemicals have been described as affecting intestinal barrier function. We investigated the impact of 28 secondary plant compounds on the barrier function of intestinal epithelial CaCo-2/TC-7 cells via transepithelial electrical resistance (TEER) measurements. Apart from genistein, the compounds that had the biggest effect in the TEER measurements were biochanin A and prunetin. These isoflavones improved barrier tightness by 36 and 60%, respectively, compared to the untreated control. Furthermore, both isoflavones significantly attenuated TNFα-dependent barrier disruption, thereby maintaining a high barrier resistance comparable to nonstressed cells. In docking analyses exploring the putative interaction with the tyrosine kinase EGFR, these novel modulators of barrier tightness showed very similar values compared to the known tyrosine kinase inhibitor genistein. Both biochanin A and prunetin were also identified as potent reducers of NF-κB and ERK activation, zonula occludens 1 tyrosine phosphorylation, and metalloproteinase-mediated shedding activity, which may account for the barrier-improving ability of these isoflavones.


Subject(s)
Epithelial Cells/metabolism , NF-kappa B/metabolism , Tumor Necrosis Factor-alpha/metabolism , Tyrosine/metabolism , Caco-2 Cells , Epithelial Cells/drug effects , Gene Expression Regulation , Genistein/administration & dosage , Humans , Intestinal Mucosa/metabolism , Isoflavones/administration & dosage , MAP Kinase Signaling System/drug effects , Phosphorylation/drug effects , Tumor Necrosis Factor-alpha/biosynthesis
4.
J Chem Inf Model ; 53(1): 56-65, 2013 Jan 28.
Article in English | MEDLINE | ID: mdl-23259841

ABSTRACT

The chemical universe database GDB-17 contains 166.4 billion molecules of up to 17 atoms of C, N, O, S, and halogens obeying rules for chemical stability, synthetic feasibility, and medicinal chemistry. GDB-17 was analyzed using 42 integer value descriptors of molecular structure which we term "Molecular Quantum Numbers" (MQN). Principal component analysis and representation of the (PC1, PC2)-plane provided a graphical overview of the GDB-17 chemical space. Rapid ligand-based virtual screening (LBVS) of GDB-17 using the city-block distance CBD(MQN) as a similarity search measure was enabled by a hashed MQN-fingerprint. LBVS of the entire GDB-17 and of selected subsets identified shape similar, scaffold hopping analogs (ROCS > 1.6 and T(SF) < 0.5) of 15 drugs. Over 97% of these analogs occurred within CBD(MQN) ≤ 12 from each drug, a constraint which might help focus advanced virtual screening. An MQN-searchable 50 million subset of GDB-17 is publicly available at www.gdb.unibe.ch .


Subject(s)
Computer Graphics , Databases, Pharmaceutical , Drug Evaluation, Preclinical/methods , User-Computer Interface , Databases, Chemical , Ligands , Pharmaceutical Preparations/chemistry , Principal Component Analysis
5.
J Chem Inf Model ; 52(11): 2864-75, 2012 Nov 26.
Article in English | MEDLINE | ID: mdl-23088335

ABSTRACT

Drug molecules consist of a few tens of atoms connected by covalent bonds. How many such molecules are possible in total and what is their structure? This question is of pressing interest in medicinal chemistry to help solve the problems of drug potency, selectivity, and toxicity and reduce attrition rates by pointing to new molecular series. To better define the unknown chemical space, we have enumerated 166.4 billion molecules of up to 17 atoms of C, N, O, S, and halogens forming the chemical universe database GDB-17, covering a size range containing many drugs and typical for lead compounds. GDB-17 contains millions of isomers of known drugs, including analogs with high shape similarity to the parent drug. Compared to known molecules in PubChem, GDB-17 molecules are much richer in nonaromatic heterocycles, quaternary centers, and stereoisomers, densely populate the third dimension in shape space, and represent many more scaffold types.


Subject(s)
Drug Design , Models, Chemical , Prescription Drugs/chemistry , Computer Simulation , Databases, Chemical , Databases, Pharmaceutical , Molecular Structure , Stereoisomerism , Structure-Activity Relationship
6.
Cancer Res ; 70(3): 868-74, 2010 Feb 01.
Article in English | MEDLINE | ID: mdl-20103621

ABSTRACT

Reversible epidermal growth factor receptor (EGFR) inhibitors are the first class of small molecules to improve progression-free survival of patients with EGFR-mutated lung cancers. Second-generation EGFR inhibitors introduced to overcome acquired resistance by the T790M resistance mutation of EGFR have thus far shown limited clinical activity in patients with T790M-mutant tumors. In this study, we systematically analyzed the determinants of the activity and selectivity of the second-generation EGFR inhibitors. A focused library of irreversible as well as structurally corresponding reversible EGFR-inhibitors was synthesized for chemogenomic profiling involving over 79 genetically defined NSCLC and 19 EGFR-dependent cell lines. Overall, our results show that the growth-inhibitory potency of all irreversible inhibitors against the EGFR(T790M) resistance mutation was limited by reduced target inhibition, linked to decreased binding velocity to the mutant kinase. Combined treatment of T790M-mutant tumor cells with BIBW-2992 and the phosphoinositide-3-kinase/mammalian target of rapamycin inhibitor PI-103 led to synergistic induction of apoptosis. Our findings offer a mechanistic explanation for the limited efficacy of irreversible EGFR inhibitors in EGFR(T790M) gatekeeper-mutant tumors, and they prompt combination treatment strategies involving inhibitors that target signaling downstream of the EGFR.


Subject(s)
Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/genetics , Mutation , Protein Kinase Inhibitors/pharmacology , Afatinib , Amino Acid Substitution , Animals , Apoptosis/drug effects , Blotting, Western , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line , Cell Line, Tumor , Cell Proliferation/drug effects , Cluster Analysis , ErbB Receptors/metabolism , Furans/pharmacology , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Molecular Structure , Phosphatidylinositol 3-Kinases/metabolism , Phosphoinositide-3 Kinase Inhibitors , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/classification , Pyridines/pharmacology , Pyrimidines/pharmacology , Quinazolines/pharmacology , Receptor, ErbB-2/antagonists & inhibitors , Receptor, ErbB-2/metabolism , Signal Transduction/drug effects
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