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1.
Sci Rep ; 8(1): 10779, 2018 Jul 17.
Article En | MEDLINE | ID: mdl-30018450

Kabuki Syndrome (KS) is a rare disorder characterized by distinctive facial features, short stature, skeletal abnormalities, and neurodevelopmental deficits. Previously, we showed that loss of function of RAP1A, a RAF1 regulator, can activate the RAS/MAPK pathway and cause KS, an observation recapitulated in other genetic models of the disorder. These data suggested that suppression of this signaling cascade might be of therapeutic benefit for some features of KS. To pursue this possibility, we performed a focused small molecule screen of a series of RAS/MAPK pathway inhibitors, where we tested their ability to rescue disease-relevant phenotypes in a zebrafish model of the most common KS locus, kmt2d. Consistent with a pathway-driven screening paradigm, two of 27 compounds showed reproducible rescue of early developmental pathologies. Further analyses showed that one compound, desmethyl-Dabrafenib (dmDf), induced no overt pathologies in zebrafish embryos but could rescue MEK hyperactivation in vivo and, concomitantly, structural KS-relevant phenotypes in all KS zebrafish models (kmt2d, kmd6a and rap1). Mass spectrometry quantitation suggested that a 100 nM dose resulted in sub-nanomolar exposure of this inhibitor and was sufficient to rescue both mandibular and neurodevelopmental defects. Crucially, germline kmt2d mutants recapitulated the gastrulation movement defects, micrognathia and neurogenesis phenotypes of transient models; treatment with dmDf ameliorated all of them significantly. Taken together, our data reinforce a causal link between MEK hyperactivation and KS and suggest that chemical suppression of BRAF might be of potential clinical utility for some features of this disorder.


Abnormalities, Multiple/prevention & control , Face/abnormalities , Hematologic Diseases/prevention & control , Imidazoles/pharmacology , Oximes/pharmacology , Protein Kinase Inhibitors/pharmacology , Vestibular Diseases/prevention & control , Zebrafish/growth & development , Abnormalities, Multiple/pathology , Animals , Craniofacial Abnormalities/prevention & control , Face/pathology , Hematologic Diseases/pathology , Imidazoles/adverse effects , Imidazoles/chemistry , Jaw Abnormalities/prevention & control , MAP Kinase Signaling System , Oximes/adverse effects , Oximes/chemistry , Proto-Oncogene Proteins p21(ras)/metabolism , Toxicity Tests , Vestibular Diseases/pathology , Zebrafish/embryology , Zebrafish/genetics
2.
J Med Chem ; 59(9): 4189-201, 2016 05 12.
Article En | MEDLINE | ID: mdl-26262898

Although lead optimization (LO) is by definition a process, process-centric analysis and visualization of this important phase of pharmaceutical R&D has been lacking. Here we describe a simple statistical framework to quantify and visualize the progression of LO projects so that the vital signs of LO convergence can be monitored. We refer to the resulting visualizations generated by our methodology as the "LO telemetry" of a project. These visualizations can be automated to provide objective, holistic, and instantaneous analysis and communication of LO progression. This enhances the ability of project teams to more effectively drive LO process, while enabling management to better coordinate and prioritize LO projects. We present the telemetry of five LO projects comprising different biological targets and different project outcomes, including clinical compound selection, termination due to preclinical safety/tox, and termination due to lack of tractability. We demonstrate that LO progression is accurately captured by the telemetry. We also present metrics to quantify LO efficiency and tractability.


Antiviral Agents/pharmacology , Drug Design , Hepacivirus/drug effects , Virus Replication/drug effects , Antiviral Agents/chemistry , Chemistry, Pharmaceutical , Hepacivirus/physiology , Structure-Activity Relationship
3.
J Am Chem Soc ; 128(36): 11964-76, 2006 Sep 13.
Article En | MEDLINE | ID: mdl-16953638

The interactions of two 2-mercaptobenzamide thioester compounds with six diverse zinc-binding domains (ZBDs) have been analyzed by UV/visible spectroscopy, NMR spectroscopy, and nucleic acid binding assays. These thioester compounds serve as useful tools for probing the intrinsic chemical stability of ZBDs that exist within a variety of cellular and viral proteins. In our studies, the classical (Cys(2)His(2)) zinc finger ZBDs, the interleaved RING like ZBDs of protein kinase C delta (Cys(2)HisCys and HisCys(3)), and the carboxyl-terminal (Cys(2)HisCys) ZBD of Mouse Mammary Tumor Virus nucleocapsid protein (MMTV NCp10) were resistant to reaction with the thioester compounds. In contrast, the thioester compounds were able to efficiently eject zinc from the amino-terminal (Cys(2)HisCys) ZBD of MMTV NCp10, a Cys(2)HisCys ZBD from Friend of GATA-1 (FOG-1), and from both Cys(4) ZBDs of GATA-1. In all cases, zinc ejection led to a loss of protein structure. Interestingly, GATA-1 was resistant to reaction with the thioester compounds when bound to its target DNA sequence. The electronic and steric screening was calculated for select ZBDs to further explore their reactivity. Based on these results, it appears that both first and second zinc-coordination shell interactions within ZBDs, as well as nucleic acid binding, play important roles in determining the chemical stability and reactivity of ZBDs. These studies not only provide information regarding the relative reactivity of cysteine residues within structural ZBDs but also are crucial for the design of future therapeutic agents that selectively target ZBDs, such as those that occur in the HIV-1 nucleocapsid protein.


Benzamides/chemistry , Carrier Proteins/chemistry , Sulfhydryl Compounds/chemistry , Amino Acid Sequence , Animals , Benzamides/metabolism , Carrier Proteins/metabolism , DNA/chemistry , DNA/metabolism , GATA1 Transcription Factor/chemistry , GATA1 Transcription Factor/metabolism , Gene Products, gag/chemistry , Gene Products, gag/metabolism , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Protein Kinase C-delta/chemistry , Protein Kinase C-delta/metabolism , Protein Structure, Tertiary , Spectrophotometry, Ultraviolet , Substrate Specificity , Sulfhydryl Compounds/metabolism , Viral Core Proteins/chemistry , Viral Core Proteins/metabolism
4.
J Med Chem ; 48(23): 7477-81, 2005 Nov 17.
Article En | MEDLINE | ID: mdl-16279807

In large-scale virtual screening (VS) campaigns, data are often computed for millions of compounds to identify leads, but there remains the task of prioritizing VS "hits" for experimental assays and the dilemma of assessing true/false positives. We present two statistical methods for mining large databases: (1) a general scoring metric based on the VS signal-to-noise level within a compound neighborhood; (2) a neighborhood-based sampling strategy for reducing database size, in lieu of property-based filters.


Databases, Factual , Pharmaceutical Preparations/chemistry , Proteins/chemistry , Statistics as Topic/methods , Algorithms , Binding Sites , Ligands , Models, Molecular , Probability
5.
Nat Med ; 10(1): 40-7, 2004 Jan.
Article En | MEDLINE | ID: mdl-14702633

Current antiestrogen therapy for breast cancer is limited by the mixed estrogenic and antiestrogenic activity of selective estrogen receptor modulators. Here we show that the function of zinc fingers in the estrogen receptor DNA-binding domain (DBD) is susceptible to chemical inhibition by electrophilic disulfide benzamide and benzisothiazolone derivatives, which selectively block binding of the estrogen receptor to its responsive element and subsequent transcription. These compounds also significantly inhibit estrogen-stimulated cell proliferation, markedly reduce tumor mass in nude mice bearing human MCF-7 breast cancer xenografts, and interfere with cell-cycle and apoptosis regulatory gene expression. Functional assays and computational analysis support a molecular mechanism whereby electrophilic agents preferentially disrupt the vulnerable C-terminal zinc finger, thus suppressing estrogen receptor-mediated breast carcinoma progression. Our results provide the proof of principle for a new strategy to inhibit breast cancer at the level of DNA binding, rather than the classical antagonism of estrogen binding.


Antineoplastic Agents, Hormonal/therapeutic use , Benzamides/therapeutic use , Breast Neoplasms/drug therapy , Estrogen Receptor Modulators/therapeutic use , Thiazoles/therapeutic use , Zinc Fingers , Apoptosis/drug effects , Apoptosis/genetics , Base Sequence , Breast Neoplasms/pathology , Cell Cycle/drug effects , Cell Cycle/genetics , Cell Line, Tumor , DNA Primers , DNA, Neoplasm/metabolism , Humans , Transcriptional Activation
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