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1.
Proc Natl Acad Sci U S A ; 119(18): e2120512119, 2022 05 03.
Article in English | MEDLINE | ID: mdl-35471904

ABSTRACT

Mutant-specific inhibitors of KRASG12C, such as AMG510 (sotorasib) and MRTX849 (adagrasib), offer the unprecedented opportunity to inhibit KRAS, the most frequently mutated and heretofore undruggable oncoprotein. While clinical data are still limited, on-target mutations in KRASG12C at position 12 and other sites are emerging as major drivers of clinical relapse. We identified additional mutations in KRASG12C that impact inhibitor sensitivity through a saturation mutagenesis screen in the KRASG12C NCI-H358 non­small-cell lung cancer (NSCLC) cell line. We also identified individuals in population genetic databases harboring these resistance mutations in their germline and in tumors, including a subset that co-occur with KRASG12C, indicating that these mutations may preexist in patients treated with KRASG12C inhibitors. Notably, through structural modeling, we found that one such mutation (R68L) interferes with the critical protein­drug interface, conferring resistance to both inhibitors. Finally, we uncovered a mutant (S17E) that demonstrated a strong sensitizing phenotype to both inhibitors. Functional studies suggest that S17E sensitizes KRASG12C cells to KRASG12C inhibition by impacting signaling through PI3K/AKT/mTOR but not the MAPK signaling pathway. Our studies highlight the utility of unbiased mutation profiling to understand the functional consequences of all variants of a disease-causing genetic mutant and predict acquired resistant mutations in the targeted therapeutics.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutagenesis , Mutation , Piperazines , Proto-Oncogene Proteins p21(ras)/genetics , Pyridines , Pyrimidines
2.
Proc Natl Acad Sci U S A ; 116(31): 15463-15468, 2019 07 30.
Article in English | MEDLINE | ID: mdl-31311868

ABSTRACT

Conformational selection by small molecules expands inhibitory possibilities for protein kinases. Nuclear magnetic resonance (NMR) measurements of the mitogen-activated protein (MAP) kinase ERK2 have shown that activation by dual phosphorylation induces global motions involving exchange between two states, L and R. We show that ERK inhibitors Vertex-11e and SCH772984 exploit the small energetic difference between L and R to shift the equilibrium in opposing directions. An X-ray structure of active 2P-ERK2 complexed with AMP-PNP reveals a shift in the Gly-rich loop along with domain closure to position the nucleotide in a more catalytically productive conformation relative to inactive 0P-ERK2:ATP. X-ray structures of 2P-ERK2 complexed with Vertex-11e or GDC-0994 recapitulate this closure, which is blocked in a complex with a SCH772984 analog. Thus, the L→R shift in 2P-ERK2 is associated with movements needed to form a competent active site. Solution measurements by hydrogen-exchange mass spectrometry (HX-MS) reveal distinct binding interactions for Vertex-11e, GDC-0994, and AMP-PNP with active vs. inactive ERK2, where the extent of HX protection correlates with R state formation. Furthermore, Vertex-11e and SCH772984 show opposite effects on HX near the activation loop. Consequently, these inhibitors differentially affect MAP kinase phosphatase activity toward 2P-ERK2. We conclude that global motions in ERK2 reflect conformational changes at the active site that promote productive nucleotide binding and couple with changes at the activation loop to allow control of dephosphorylation by conformationally selective inhibitors.


Subject(s)
Extracellular Signal-Regulated MAP Kinases/antagonists & inhibitors , Extracellular Signal-Regulated MAP Kinases/chemistry , Protein Kinase Inhibitors/pharmacology , Allosteric Regulation/drug effects , Binding Sites , Biocatalysis , Catalytic Domain , Crystallography, X-Ray , Deuterium Exchange Measurement , Humans , Mass Spectrometry , Models, Biological , Nucleotides/chemistry , Nucleotides/metabolism , Phosphorylation/drug effects , Protein Structure, Secondary
3.
Proc Natl Acad Sci U S A ; 116(33): 16420-16429, 2019 08 13.
Article in English | MEDLINE | ID: mdl-31371506

ABSTRACT

Multiple myeloma (MM) arises from malignant immunoglobulin (Ig)-secreting plasma cells and remains an incurable, often lethal disease despite therapeutic advances. The unfolded-protein response sensor IRE1α supports protein secretion by deploying a kinase-endoribonuclease module to activate the transcription factor XBP1s. MM cells may co-opt the IRE1α-XBP1s pathway; however, the validity of IRE1α as a potential MM therapeutic target is controversial. Genetic disruption of IRE1α or XBP1s, or pharmacologic IRE1α kinase inhibition, attenuated subcutaneous or orthometastatic growth of MM tumors in mice and augmented efficacy of two established frontline antimyeloma agents, bortezomib and lenalidomide. Mechanistically, IRE1α perturbation inhibited expression of key components of the endoplasmic reticulum-associated degradation machinery, as well as secretion of Ig light chains and of cytokines and chemokines known to promote MM growth. Selective IRE1α kinase inhibition reduced viability of CD138+ plasma cells while sparing CD138- cells derived from bone marrows of newly diagnosed or posttreatment-relapsed MM patients, in both US- and European Union-based cohorts. Effective IRE1α inhibition preserved glucose-induced insulin secretion by pancreatic microislets and viability of primary hepatocytes in vitro, as well as normal tissue homeostasis in mice. These results establish a strong rationale for developing kinase-directed inhibitors of IRE1α for MM therapy.


Subject(s)
Endoribonucleases/genetics , Multiple Myeloma/drug therapy , Protein Kinase Inhibitors/pharmacology , Protein Serine-Threonine Kinases/genetics , Aged , Animals , Bortezomib/pharmacology , Endoplasmic Reticulum Stress/genetics , Endoribonucleases/antagonists & inhibitors , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Lenalidomide/pharmacology , Male , Mice , Middle Aged , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Protein Serine-Threonine Kinases/antagonists & inhibitors , Signal Transduction/drug effects , Unfolded Protein Response/genetics , X-Box Binding Protein 1/genetics , Xenograft Model Antitumor Assays
4.
Nature ; 526(7574): 583-6, 2015 Oct 22.
Article in English | MEDLINE | ID: mdl-26466569

ABSTRACT

Oncogenic activation of BRAF fuels cancer growth by constitutively promoting RAS-independent mitogen-activated protein kinase (MAPK) pathway signalling. Accordingly, RAF inhibitors have brought substantially improved personalized treatment of metastatic melanoma. However, these targeted agents have also revealed an unexpected consequence: stimulated growth of certain cancers. Structurally diverse ATP-competitive RAF inhibitors can either inhibit or paradoxically activate the MAPK pathway, depending whether activation is by BRAF mutation or by an upstream event, such as RAS mutation or receptor tyrosine kinase activation. Here we have identified next-generation RAF inhibitors (dubbed 'paradox breakers') that suppress mutant BRAF cells without activating the MAPK pathway in cells bearing upstream activation. In cells that express the same HRAS mutation prevalent in squamous tumours from patients treated with RAF inhibitors, the first-generation RAF inhibitor vemurafenib stimulated in vitro and in vivo growth and induced expression of MAPK pathway response genes; by contrast the paradox breakers PLX7904 and PLX8394 had no effect. Paradox breakers also overcame several known mechanisms of resistance to first-generation RAF inhibitors. Dissociating MAPK pathway inhibition from paradoxical activation might yield both improved safety and more durable efficacy than first-generation RAF inhibitors, a concept currently undergoing human clinical evaluation with PLX8394.


Subject(s)
MAP Kinase Signaling System/drug effects , Mitogen-Activated Protein Kinases/metabolism , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Animals , Cell Line, Tumor , Enzyme Activation/drug effects , Female , Genes, ras/genetics , Heterocyclic Compounds, 2-Ring/adverse effects , Heterocyclic Compounds, 2-Ring/pharmacology , Humans , Indoles/adverse effects , Indoles/pharmacology , MAP Kinase Signaling System/genetics , Mice , Models, Biological , Mutation/genetics , Protein Kinase Inhibitors/adverse effects , Proto-Oncogene Proteins B-raf/genetics , Sulfonamides/adverse effects , Sulfonamides/pharmacology , Vemurafenib
5.
Nat Chem Biol ; 14(6): 582-590, 2018 06.
Article in English | MEDLINE | ID: mdl-29632413

ABSTRACT

Regeneration of the adult intestinal epithelium is mediated by a pool of cycling stem cells, which are located at the base of the crypt, that express leucine-rich-repeat-containing G-protein-coupled receptor 5 (LGR5). The Frizzled (FZD) 7 receptor (FZD7) is enriched in LGR5+ intestinal stem cells and plays a critical role in their self-renewal. Yet, drug discovery approaches and structural bases for targeting specific FZD isoforms remain poorly defined. FZD proteins interact with Wnt signaling proteins via, in part, a lipid-binding groove on the extracellular cysteine-rich domain (CRD) of the FZD receptor. Here we report the identification of a potent peptide that selectively binds to the FZD7 CRD at a previously uncharacterized site and alters the conformation of the CRD and the architecture of its lipid-binding groove. Treatment with the FZD7-binding peptide impaired Wnt signaling in cultured cells and stem cell function in intestinal organoids. Together, our data illustrate that targeting the lipid-binding groove holds promise as an approach for achieving isoform-selective FZD receptor inhibition.


Subject(s)
Frizzled Receptors/antagonists & inhibitors , Frizzled Receptors/metabolism , Intestines/drug effects , Stem Cells/drug effects , Animals , Binding Sites , CHO Cells , Cell Membrane/metabolism , Cricetulus , Crystallography, X-Ray , Drug Discovery , Female , Flow Cytometry , HEK293 Cells , Humans , Intestines/cytology , Lipids/chemistry , Mice , Mice, Inbred C57BL , Peptides/chemistry , Protein Binding , Protein Multimerization , Regeneration , Sequence Analysis, RNA , Signal Transduction/drug effects , Stem Cells/pathology , Surface Plasmon Resonance , Wnt Signaling Pathway
6.
Nat Chem Biol ; 14(9): 902, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29728602

ABSTRACT

The version of this article originally published contained older versions of the Life Sciences Reporting Summary and the Supplementary Text and Figures. The error has been corrected in the HTML and PDF versions of the article.

7.
Proc Natl Acad Sci U S A ; 114(16): 4147-4152, 2017 04 18.
Article in English | MEDLINE | ID: mdl-28377511

ABSTRACT

Frizzled (FZD) receptors mediate Wnt signaling in diverse processes ranging from bone growth to stem cell activity. Moreover, high FZD receptor expression at the cell surface contributes to overactive Wnt signaling in subsets of pancreatic, ovarian, gastric, and colorectal tumors. Despite the progress in biochemical understanding of Wnt-FZD receptor interactions, the molecular basis for recognition of Wnt cis-unsaturated fatty acyl groups by the cysteine-rich domain (CRD) of FZD receptors remains elusive. Here, we determined a crystal structure of human FZD7 CRD unexpectedly bound to a 24-carbon fatty acid. We also report a crystal structure of human FZD5 CRD bound to C16:1 cis-Δ9 unsaturated fatty acid. Both structures reveal a dimeric arrangement of the CRD. The lipid-binding groove exhibits flexibility and spans both monomers, adopting a U-shaped geometry that accommodates the fatty acid. Re-evaluation of the published mouse FZD8 CRD structure reveals that it also shares the same architecture as FZD5 and FZD7 CRDs. Our results define a common molecular mechanism for recognition of the cis-unsaturated fatty acyl group, a necessary posttranslational modification of Wnts, by multiple FZD receptors. The fatty acid bridges two CRD monomers, implying that Wnt binding mediates FZD receptor dimerization. Our data uncover possibilities for the arrangement of Wnt-FZD CRD complexes and shed structural insights that could aide in the identification of pharmacological strategies to modulate FZD receptor function.


Subject(s)
Cysteine/chemistry , Fatty Acids, Unsaturated/chemistry , Frizzled Receptors/chemistry , Wnt Proteins/chemistry , beta Catenin/chemistry , Crystallography, X-Ray , Cysteine/metabolism , Fatty Acids, Unsaturated/metabolism , Frizzled Receptors/metabolism , Humans , Ligands , Models, Molecular , Protein Binding , Protein Multimerization , Protein Structure, Tertiary , Wnt Proteins/metabolism , beta Catenin/metabolism
8.
Bioconjug Chem ; 30(1): 148-160, 2019 01 16.
Article in English | MEDLINE | ID: mdl-30566343

ABSTRACT

Site-specific conjugation of small molecules to antibodies represents an attractive goal for the development of more homogeneous targeted therapies and diagnostics. Most site-specific conjugation strategies require modification or removal of antibody glycans or interchain disulfide bonds or engineering of an antibody mutant that bears a reactive handle. While such methods are effective, they complicate the process of preparing antibody conjugates and can negatively impact biological activity. Herein we report the development and detailed characterization of a robust photoaffinity cross-linking method for site-specific conjugation to fully glycosylated wild-type antibodies. The method employs a benzoylphenylalanine (Bpa) mutant of a previously described 13-residue peptide derived from phage display to bind tightly to the Fc domain; upon UV irradiation, the Bpa residue forms a diradical that reacts with the bound antibody. After the initial discovery of an effective Bpa mutant peptide and optimization of the reaction conditions to enable efficient conjugation without concomitant UV-induced photodamage of the antibody, we assessed the scope of the photoconjugation reaction across different human and nonhuman antibodies and antibody mutants. Next, the specific site of conjugation on a human antibody was characterized in detail by mass spectrometry experiments and at atomic resolution by X-ray crystallography. Finally, we adapted the photoconjugation method to attach a cytotoxic payload site-specifically to a wild-type antibody and showed that the resulting conjugate is both stable in plasma and as potent as a conventional antibody-drug conjugate in cells, portending well for future biological applications.


Subject(s)
Antibodies/chemistry , Cross-Linking Reagents/chemistry , Immunoconjugates/chemistry , Peptides/chemistry , Photoaffinity Labels/chemistry , Animals , Humans , Mutation , Oxidation-Reduction , Photochemical Processes , Protein Binding , Protein Conformation , Surface Plasmon Resonance
9.
Genes Dev ; 25(22): 2347-60, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-22085962

ABSTRACT

The membrane of the primary cilium is a highly specialized compartment that organizes proteins to achieve spatially ordered signaling. Disrupting ciliary organization leads to diseases called ciliopathies, with phenotypes ranging from retinal degeneration and cystic kidneys to neural tube defects. How proteins are selectively transported to and organized in the primary cilium remains unclear. Using a proteomic approach, we identified the ARL3 effector UNC119 as a binding partner of the myristoylated ciliopathy protein nephrocystin-3 (NPHP3). We mapped UNC119 binding to the N-terminal 200 residues of NPHP3 and found the interaction requires myristoylation. Creating directed mutants predicted from a structural model of the UNC119-myristate complex, we identified highly conserved phenylalanines within a hydrophobic ß sandwich to be essential for myristate binding. Furthermore, we found that binding of ARL3-GTP serves to release myristoylated cargo from UNC119. Finally, we showed that ARL3, UNC119b (but not UNC119a), and the ARL3 GAP Retinitis Pigmentosa 2 (RP2) are required for NPHP3 ciliary targeting and that targeting requires UNC119b myristoyl-binding activity. Our results uncover a selective, membrane targeting GTPase cycle that delivers myristoylated proteins to the ciliary membrane and suggest that other myristoylated proteins may be similarly targeted to specialized membrane domains.


Subject(s)
Adaptor Proteins, Signal Transducing , Caenorhabditis elegans , Cilia/metabolism , GTP Phosphohydrolases/metabolism , Intracellular Signaling Peptides and Proteins , Kinesins , Monomeric GTP-Binding Proteins , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Amino Acid Sequence , Animals , Caenorhabditis elegans/enzymology , Caenorhabditis elegans/genetics , Caenorhabditis elegans/metabolism , Caenorhabditis elegans Proteins/chemistry , Caenorhabditis elegans Proteins/metabolism , Cell Line , Cilia/enzymology , GTP Phosphohydrolases/genetics , Gene Knockdown Techniques , Intracellular Signaling Peptides and Proteins/genetics , Intracellular Signaling Peptides and Proteins/metabolism , Kinesins/genetics , Kinesins/metabolism , Monomeric GTP-Binding Proteins/genetics , Monomeric GTP-Binding Proteins/metabolism , Mutation , Phenotype , Protein Binding , Protein Structure, Tertiary , Protein Transport , Sequence Alignment , Zebrafish/embryology , Zebrafish/genetics , Zebrafish/metabolism , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism
10.
Nature ; 488(7413): 660-4, 2012 Aug 30.
Article in English | MEDLINE | ID: mdl-22895193

ABSTRACT

Identifying and understanding changes in cancer genomes is essential for the development of targeted therapeutics. Here we analyse systematically more than 70 pairs of primary human colon tumours by applying next-generation sequencing to characterize their exomes, transcriptomes and copy-number alterations. We have identified 36,303 protein-altering somatic changes that include several new recurrent mutations in the Wnt pathway gene TCF7L2, chromatin-remodelling genes such as TET2 and TET3 and receptor tyrosine kinases including ERBB3. Our analysis for significantly mutated cancer genes identified 23 candidates, including the cell cycle checkpoint kinase ATM. Copy-number and RNA-seq data analysis identified amplifications and corresponding overexpression of IGF2 in a subset of colon tumours. Furthermore, using RNA-seq data we identified multiple fusion transcripts including recurrent gene fusions involving R-spondin family members RSPO2 and RSPO3 that together occur in 10% of colon tumours. The RSPO fusions were mutually exclusive with APC mutations, indicating that they probably have a role in the activation of Wnt signalling and tumorigenesis. Consistent with this we show that the RSPO fusion proteins were capable of potentiating Wnt signalling. The R-spondin gene fusions and several other gene mutations identified in this study provide new potential opportunities for therapeutic intervention in colon cancer.


Subject(s)
Colonic Neoplasms/genetics , Gene Fusion/genetics , Genes, Neoplasm/genetics , Intercellular Signaling Peptides and Proteins/genetics , Thrombospondins/genetics , Ataxia Telangiectasia Mutated Proteins , Base Sequence , Cell Cycle Proteins/genetics , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , DNA Copy Number Variations/genetics , DNA-Binding Proteins/genetics , Dioxygenases/genetics , Exome/genetics , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Genes, APC , Humans , Insulin-Like Growth Factor II/genetics , Molecular Sequence Data , Mutation/genetics , Polymorphism, Single Nucleotide/genetics , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins/genetics , Receptor, ErbB-3/genetics , Sequence Analysis, RNA , Signal Transduction/genetics , Transcription Factor 7-Like 2 Protein/genetics , Tumor Suppressor Proteins/genetics , Wnt Proteins/metabolism
11.
Annu Rev Pharmacol Toxicol ; 54: 435-56, 2014.
Article in English | MEDLINE | ID: mdl-24160698

ABSTRACT

Protein-protein interactions (PPIs) are critical regulatory events in physiology and pathology, and they represent an important target space for pharmacological intervention. However, targeting PPIs with small molecules is challenging owing to the large surface area involved in protein-protein binding and the lack of obvious small-molecule-binding pockets at many protein-protein interfaces. Nonetheless, successful examples of small-molecule modulators of PPIs have been growing in recent years. This article reviews some of the recent advances in the discovery of small-molecule regulators of PPIs that involve key oncogenic proteins. Our discussion focuses on the three key modes of action for these small-molecule modulators: orthosteric inhibition, allosteric regulation, and interfacial binding/stabilization. Understanding the opportunities and challenges of these diverse mechanisms will help guide future efforts in developing small-molecule modulators against PPIs.


Subject(s)
Molecular Targeted Therapy , Protein Interaction Domains and Motifs/drug effects , Carrier Proteins/agonists , Carrier Proteins/genetics , Carrier Proteins/metabolism , Humans , Membrane Proteins/agonists , Membrane Proteins/genetics , Membrane Proteins/metabolism , Models, Molecular , Protein Binding , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins B-raf/metabolism , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , SOS1 Protein/antagonists & inhibitors , SOS1 Protein/genetics , SOS1 Protein/metabolism , Thyroid Hormones/agonists , Thyroid Hormones/genetics , Thyroid Hormones/metabolism , ras Proteins/antagonists & inhibitors , ras Proteins/genetics , ras Proteins/metabolism , Thyroid Hormone-Binding Proteins
12.
Nat Chem Biol ; 11(4): 246-55, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25785427

ABSTRACT

The Hedgehog pathway is critical for animal development and has been implicated in multiple human malignancies. Despite great interest in targeting the pathway pharmacologically, many of the principles underlying the signal transduction cascade remain poorly understood. Hedgehog ligands are recognized by a unique receptor system that features the transporter-like protein Patched and the G protein-coupled receptor (GPCR)-like Smoothened (SMO). The biochemical interaction between these transmembrane proteins is the subject of intensive efforts. Recent structural and functional studies have provided great insight into the small-molecule regulation of SMO through identification of two distinct ligand-binding sites. In this Perspective, we review these recent findings and relate them to potential mechanisms for the endogenous regulation of SMO.


Subject(s)
Gene Expression Regulation, Neoplastic , Gene Expression Regulation , Receptors, G-Protein-Coupled/metabolism , Allosteric Site , Amino Acid Sequence , Animals , Cell Membrane/metabolism , Drosophila , Humans , Ligands , Mice , Molecular Conformation , Molecular Sequence Data , Mutation , Neoplasms/genetics , Neoplasms/metabolism , Patched Receptors , Protein Binding , Protein Structure, Tertiary , Receptors, Cell Surface/genetics , Receptors, G-Protein-Coupled/genetics , Sequence Homology, Amino Acid , Smoothened Receptor , Sterols/chemistry , Veratrum Alkaloids/chemistry
13.
Bioorg Med Chem Lett ; 26(15): 3518-24, 2016 08 01.
Article in English | MEDLINE | ID: mdl-27346791

ABSTRACT

A series of 4-azaindole-containing p21-activated kinase-1 (PAK1) inhibitors was prepared with the goal of improving physicochemical properties relative to an indole starting point. Indole 1 represented an attractive, non-basic scaffold with good PAK1 affinity and cellular potency but was compromised by high lipophilicity (clogD=4.4). Azaindole 5 was designed as an indole surrogate with the goal of lowering logD and resulted in equipotent PAK1 inhibition with a 2-fold improvement in cellular potency over 1. Structure-activity relationship studies around 5 identified additional 4-azaindole analogs with superior PAK1 biochemical activity (Ki <10nM) and up to 24-fold selectivity for group I over group II PAKs. Compounds from this series showed enhanced permeability, improved aqueous solubility, and lower plasma protein binding over indole 1. The improvement in physicochemical properties translated to a 20-fold decrease in unbound clearance in mouse PK studies for azaindole 5 relative to indole 1.


Subject(s)
Indoles/pharmacology , Protein Kinase Inhibitors/pharmacology , p21-Activated Kinases/antagonists & inhibitors , Animals , Dogs , Dose-Response Relationship, Drug , Humans , Indoles/chemical synthesis , Indoles/chemistry , Madin Darby Canine Kidney Cells , Mice , Mice, Nude , Models, Molecular , Molecular Structure , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Structure-Activity Relationship , p21-Activated Kinases/metabolism
14.
BMC Infect Dis ; 16: 179, 2016 Apr 22.
Article in English | MEDLINE | ID: mdl-27102884

ABSTRACT

BACKGROUND: Varicella remains an important public health issue in China. In this study we explored the effect of weather conditions on the incidence of varicella in the temperate city of Jinan, Eastern China during 2012-2014 to inform public health prevention and control measures. METHODS: Data on reported cases of varicella were obtained from National Notifiable Disease Report System. Meteorological data for the same time period were obtained from the Jinan Meteorological Bureau. A negative binomial regression model was used to assess the relationships between meteorological variables and the incidence of varicella. Given collinearity between average temperature and atmospheric pressure, separate models were constructed: one including average temperature without atmospheric pressure, the other including atmospheric pressure but without average temperature. Both models included relative humidity, wind velocity, rainfall, sunshine, and year as independent variables. RESULTS: Annual incidence rates of varicella were 44.47, 53.69, and 46.81 per 100,000 for 2012, 2013, and 2014, respectively. Each increase of 100 Pa (hPa) in atmospheric pressure was estimated to be associated with an increase in weekly incidence of 3.35 % (95 % CI = 2.94-3.67 %), while a 1 °C rise in temperature was associated with a decrease of 3.44 % (95 % CI = -3.73-3.15 %) in the weekly incidence of varicella. Similarly, a 1 % rise in relative humidity corresponded to a decrease of 0.50 % or 1.00 %, a 1 h rise in sunshine corresponded to an increase of 1.10 % or 0.50 %, and a 1 mm rise in rainfall corresponded to an increase of 0.20 % or 0.30 %, in the weekly incidence of varicella cases, depending on the variable considered in the model. CONCLUSION: Our findings show that weather factors have a significant influence on the incidence of varicella. Meteorological conditions should be considered as important predictors of varicella incidence in Jinan, Eastern China.


Subject(s)
Chickenpox/epidemiology , Atmospheric Pressure , Chickenpox/etiology , China/epidemiology , Humans , Incidence , Models, Statistical , Rain , Regression Analysis , Temperature , Weather
15.
Nature ; 466(7308): 869-73, 2010 Aug 12.
Article in English | MEDLINE | ID: mdl-20668451

ABSTRACT

The systematic characterization of somatic mutations in cancer genomes is essential for understanding the disease and for developing targeted therapeutics. Here we report the identification of 2,576 somatic mutations across approximately 1,800 megabases of DNA representing 1,507 coding genes from 441 tumours comprising breast, lung, ovarian and prostate cancer types and subtypes. We found that mutation rates and the sets of mutated genes varied substantially across tumour types and subtypes. Statistical analysis identified 77 significantly mutated genes including protein kinases, G-protein-coupled receptors such as GRM8, BAI3, AGTRL1 (also called APLNR) and LPHN3, and other druggable targets. Integrated analysis of somatic mutations and copy number alterations identified another 35 significantly altered genes including GNAS, indicating an expanded role for galpha subunits in multiple cancer types. Furthermore, our experimental analyses demonstrate the functional roles of mutant GNAO1 (a Galpha subunit) and mutant MAP2K4 (a member of the JNK signalling pathway) in oncogenesis. Our study provides an overview of the mutational spectra across major human cancers and identifies several potential therapeutic targets.


Subject(s)
Genes, Neoplasm/genetics , Mutation/genetics , Neoplasms/genetics , Neoplasms/metabolism , Signal Transduction/genetics , Breast Neoplasms/classification , Breast Neoplasms/genetics , DNA Copy Number Variations/genetics , DNA Mutational Analysis , Female , GTP-Binding Protein alpha Subunits/genetics , Humans , Lung Neoplasms/classification , Lung Neoplasms/genetics , MAP Kinase Kinase 4/genetics , Male , Neoplasms/enzymology , Neoplasms/pathology , Ovarian Neoplasms/classification , Ovarian Neoplasms/genetics , Prostatic Neoplasms/classification , Prostatic Neoplasms/genetics , Protein Kinases/genetics , Receptors, G-Protein-Coupled/genetics
16.
Bioorg Med Chem Lett ; 25(21): 4728-4732, 2015 Nov 01.
Article in English | MEDLINE | ID: mdl-26338362

ABSTRACT

A fragment-based lead discovery approach was used to discover novel ERK2 inhibitors. The crystal structure of N-benzyl-9H-purin-6-amine 1 in complex with ERK2 elucidated its hinge-binding mode. In addition, the simultaneous binding of an imidazole molecule adjacent to 1 suggested a direction for fragment expansion. Structure-based core hopping applied to 1 led to 5H-pyrrolo[3,2-b]pyrazine (3) that afforded direct vectors to probe the pockets of interest while retaining the essential hinge binding elements. Utilizing the new vectors for SAR exploration, the new core 3 was quickly optimized to compound 39 resulting in a greater than 6600-fold improvement in potency.


Subject(s)
Drug Discovery , Mitogen-Activated Protein Kinase 1/antagonists & inhibitors , Pyrazines/pharmacology , Pyrroles/pharmacology , Dose-Response Relationship, Drug , Humans , Mitogen-Activated Protein Kinase 1/metabolism , Models, Molecular , Molecular Structure , Pyrazines/chemical synthesis , Pyrazines/chemistry , Pyrroles/chemical synthesis , Pyrroles/chemistry , Structure-Activity Relationship
17.
Bioorg Med Chem Lett ; 25(3): 529-41, 2015 Feb 01.
Article in English | MEDLINE | ID: mdl-25556090

ABSTRACT

Herein we report the optimization efforts to ameliorate the potent CYP3A4 time-dependent inhibition (TDI) and low aqueous solubility exhibited by a previously identified lead compound from our NAMPT inhibitor program (1, GNE-617). Metabolite identification studies pinpointed the imidazopyridine moiety present in 1 as the likely source of the TDI signal, and replacement with other bicyclic systems was found to reduce or eliminate the TDI finding. A strategy of reducing the number of aromatic rings and/or lowering cLogD7.4 was then employed to significantly improve aqueous solubility. These efforts culminated in the discovery of 42, a compound with no evidence of TDI, improved aqueous solubility, and robust efficacy in tumor xenograft studies.


Subject(s)
Cytochrome P-450 CYP3A/chemistry , Enzyme Inhibitors/chemistry , Nicotinamide Phosphoribosyltransferase/antagonists & inhibitors , Animals , Binding Sites , Cell Line, Tumor , Cell Membrane Permeability/drug effects , Cell Proliferation/drug effects , Crystallography, X-Ray , Cytochrome P-450 CYP3A/metabolism , Cytochrome P-450 CYP3A Inhibitors/chemistry , Cytochrome P-450 CYP3A Inhibitors/pharmacokinetics , Cytochrome P-450 CYP3A Inhibitors/toxicity , Dogs , Enzyme Inhibitors/pharmacokinetics , Enzyme Inhibitors/therapeutic use , Female , Half-Life , Humans , Kinetics , Madin Darby Canine Kidney Cells , Mice , Mice, Nude , Molecular Dynamics Simulation , Neoplasms/drug therapy , Neoplasms/pathology , Nicotinamide Phosphoribosyltransferase/metabolism , Protein Binding , Protein Structure, Tertiary , Pyrimidines/chemistry , Pyrimidines/therapeutic use , Pyrimidines/toxicity , Solubility , Structure-Activity Relationship , Thermodynamics , Transplantation, Heterologous , Water/chemistry
18.
Proc Natl Acad Sci U S A ; 109(14): 5299-304, 2012 Apr 03.
Article in English | MEDLINE | ID: mdl-22431598

ABSTRACT

The Ras gene is frequently mutated in cancer, and mutant Ras drives tumorigenesis. Although Ras is a central oncogene, small molecules that bind to Ras in a well-defined manner and exert inhibitory effects have not been uncovered to date. Through an NMR-based fragment screen, we identified a group of small molecules that all bind to a common site on Ras. High-resolution cocrystal structures delineated a unique ligand-binding pocket on the Ras protein that is adjacent to the switch I/II regions and can be expanded upon compound binding. Structure analysis predicts that compound-binding interferes with the Ras/SOS interactions. Indeed, selected compounds inhibit SOS-mediated nucleotide exchange and prevent Ras activation by blocking the formation of intermediates of the exchange reaction. The discovery of a small-molecule binding pocket on Ras with functional significance provides a new direction in the search of therapeutically effective inhibitors of the Ras oncoprotein.


Subject(s)
Nucleotides/metabolism , Son of Sevenless Proteins/metabolism , ras Proteins/metabolism , Binding Sites , Cell Line , Humans , Ligands , Models, Molecular , Nuclear Magnetic Resonance, Biomolecular , ras Proteins/chemistry
19.
Zhonghua Yu Fang Yi Xue Za Zhi ; 49(12): 1052-5, 2015 Dec.
Article in Zh | MEDLINE | ID: mdl-26887298

ABSTRACT

OBJECTIVE: To investigate the effect of weather patterns on the incidence of hand foot and mouth disease (HFMD) in Jinan. METHODS: HFMD confirmed cases aged ≤5 years old for the period of 2012-2014 were collected from National Notifiable Disease Report System (NNDRS). Simultaneous meteorological data, including daily average temperature, relative humidity, atmospheric pressure, wind velocity, rainfall and duration of sunshine were obtained from the website of Jinan meteorological bureau. A negative binomial multivariable regression was used to identify the relationship between meteorological variables and HFMD. RESULTS: During the study period, a total of 40 405 HFMD cases aged ≤5 years old were reported. The incident peak occurred from May to July, a total of 22 254 cases were reported during this period, which accounted for 55.08% of whole cases. After adjusting by "year", each 1 °C rise of weekly average temperature corresponded to an increase of 6.70% (95%CI:6.35% to 7.06%) in the weekly number of HFMD cases, while a 1 kPa rise of weekly average atmospheric pressure corresponded to a decrease in the number of cases by 44.77% (95%CI: -46.23% to -41.91%). Likewise, a one percent rise in weekly average relative humidity corresponded to an increase of 1.96% (95%CI: 1.84% to 2.09%), a 1 m/h rise in weekly average wind velocity corresponded to an increase of 16.63% (95% CI:14.08% to 19.25%), a hour add in weekly duration of sunshine corresponded to a decrease of 0.82% (95% CI : -0.93% to -0.72%), in the weekly number of HFMD cases. CONCLUSION: Weather factors including temperature, atmospheric pressure, relative humidity, wind velocity, and duration of sunshine had a significant influence on occurrence and transmission of HFMD in Jinan city.


Subject(s)
Hand, Foot and Mouth Disease/epidemiology , Weather , Child , China/epidemiology , Humans , Incidence , Temperature
20.
Anal Chem ; 86(10): 4799-806, 2014 May 20.
Article in English | MEDLINE | ID: mdl-24731230

ABSTRACT

In the biotechnology industry, oxidative carbonylation as a post-translational modification of protein pharmaceuticals has not been studied in detail. Using Quality by Design (QbD) principles, understanding the impact of oxidative carbonylation on product quality of protein pharmaceuticals, particularly from a site-specific perspective, is critical. However, comprehensive identification of carbonylation sites has so far remained a very difficult analytical challenge for the industry. In this paper, we report for the first time the identification of specific carbonylation sites on recombinant monoclonal antibodies with a new analytical approach via derivatization with Girard's Reagent T (GRT) and subsequent peptide mapping with high-resolution mass spectrometry. Enhanced ionization efficiency and high quality MS(2) data resulted from GRT derivatization were observed as key benefits of this approach, which enabled direct identification of carbonylation sites without any fractionation or affinity enrichment steps. A simple data filtering process was also incorporated to significantly reduce false positive assignments. Sensitivity and efficiency of this approach were demonstrated by identification of carbonylation sites on both unstressed and oxidized antibody bulk drug substances. The applicability of this approach was further demonstrated by identification of 14 common carbonylation sites on three highly similar IgG1s. Our approach represents a significant improvement to the existing analytical methodologies and facilitates extended characterization of oxidative carbonylation on recombinant monoclonal antibodies and potentially other protein pharmaceuticals in the biotechnology industry.


Subject(s)
Antibodies, Monoclonal/chemistry , Protein Carbonylation , Recombinant Proteins/chemistry , Immunoglobulin G/chemistry , Indicators and Reagents , Models, Molecular , Oxidation-Reduction , Protein Conformation , Protein Processing, Post-Translational
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