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3.
J Chem Inf Model ; 54(2): 377-86, 2014 Feb 24.
Article in English | MEDLINE | ID: mdl-24437550

ABSTRACT

A phenotypic screen (PS) is used to identify compounds causing a desired phenotype in a complex biological system where mechanisms and targets are largely unknown. Deconvoluting the mechanism of action of actives and identification of relevant targets and pathways remains a formidable challenge. Current methods fail to use the rich information available regarding compounds and their targets in a systematic way for this deconvolution. We have developed an enrichment analysis algorithm to identify targets associated with the desired phenotype in a rigorous data-driven manner using actives and hundreds of thousands of inactives in a PS, as well as results of thousands of available legacy target-based screens in an institution. Our method quantifies association between the PS and targets while reducing sampling bias, which leads to identification of novel targets, additional chemical matter, and appropriate assays. Its use is illustrated using two examples from our laboratories: TRAIL and DNA fragmentation. Enrichment analysis of these PSs is discussed using both biological pathway analysis and known cell biology to demonstrate the value of our method. We believe this enrichment analysis method is an indispensable tool for the analysis of PSs.


Subject(s)
Drug Evaluation, Preclinical/methods , Phenotype , Algorithms , DNA Fragmentation/drug effects , High-Throughput Screening Assays , TNF-Related Apoptosis-Inducing Ligand/metabolism
4.
Bioorg Med Chem Lett ; 23(5): 1498-501, 2013 Mar 01.
Article in English | MEDLINE | ID: mdl-23333208

ABSTRACT

A series of tetrahydroisoquinolines were designed, synthesized and evaluated as the first non-natural product type of compounds with dual D(1) receptor (D(1)R) agonism and D(2) receptor (D(2)R) antagonism properties for treatment of schizophrenia. The initial SAR of the series was explored. The lead in the series, 3g, exhibited high affinity and good potency. Compound 3g displayed 95% of D(1)R occupancy (10 mg/kg, sc) and 75% of D(2)R occupancy (10 mg/kg, sc) in the striatum of male CD-1 mice. The series exhibited unique pharmacology and merit as tool compounds for target validation and future optimizations.


Subject(s)
Dopamine D2 Receptor Antagonists , Receptors, Dopamine D1/agonists , Schizophrenia/drug therapy , Tetrahydroisoquinolines/chemistry , Tetrahydroisoquinolines/pharmacology , Animals , Drug Design , Male , Mice , Receptors, Dopamine D1/metabolism , Receptors, Dopamine D2/metabolism , Schizophrenia/pathology , Structure-Activity Relationship , Tetrahydroisoquinolines/chemical synthesis
5.
Org Biomol Chem ; 2(3): 301-6, 2004 Feb 07.
Article in English | MEDLINE | ID: mdl-14747857

ABSTRACT

A new generation of PNP compounds bearing different diarylphosphine groups were prepared and used as ligands in palladium-catalysed Suzuki cross-coupling reactions. Rates of oxidative addition of iodobenzene to (PNP)Pd[0] complexes were measured using UV spectroscopy. Synergistic effects between the N- and P- substituents were identified and correlated in redox and catalytic chemistry.

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