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1.
EMBO Mol Med ; 15(1): e14850, 2023 01 11.
Article in English | MEDLINE | ID: mdl-36515561

ABSTRACT

High-throughput (HT) screening drug discovery, during which thousands or millions of compounds are screened, remains the key methodology for identifying active chemical matter in early drug discovery pipelines. Recent technological developments in mass spectrometry (MS) and automation have revolutionized the application of MS for use in HT screens. These methods allow the targeting of unlabelled biomolecules in HT assays, thereby expanding the breadth of targets for which HT assays can be developed compared to traditional approaches. Moreover, these label-free MS assays are often cheaper, faster, and more physiologically relevant than competing assay technologies. In this review, we will describe current MS techniques used in drug discovery and explain their advantages and disadvantages. We will highlight the power of mass spectrometry in label-free in vitro assays, and its application for setting up multiplexed cellular phenotypic assays, providing an exciting new tool for screening compounds in cell lines, and even primary cells. Finally, we will give an outlook on how technological advances will increase the future use and the capabilities of mass spectrometry in drug discovery.


Subject(s)
Drug Discovery , High-Throughput Screening Assays , Drug Discovery/methods , Mass Spectrometry , High-Throughput Screening Assays/methods
2.
SLAS Discov ; 28(1): 3-11, 2023 01.
Article in English | MEDLINE | ID: mdl-36414185

ABSTRACT

MALDI-TOF MS is a powerful analytical technique that provides a fast and label-free readout for in vitro assays in the high-throughput screening (HTS) environment. Here, we describe the development of a novel, HTS compatible, MALDI-TOF MS-based drug discovery assay for the endoplasmic reticulum aminopeptidase 1 (ERAP1), an important target in immuno-oncology and auto-immune diseases. A MALDI-TOF MS assay was developed beginning with an already established ERAP1 RapidFire MS (RF MS) assay, where the peptide YTAFTIPSI is trimmed into the product TAFTIPSI. We noted low ionisation efficiency of these peptides in MALDI-TOF MS and hence incorporated arginine residues into the peptide sequences to improve ionisation. The optimal assay conditions were established with these new basic assay peptides on the MALDI-TOF MS platform and validated with known ERAP1 inhibitors. Assay stability, reproducibility and robustness was demonstrated on the MALDI-TOF MS platform. From a set of 699 confirmed ERAP1 binders, identified in a prior affinity selection mass spectrometry (ASMS) screen, active compounds were determined at single concentration and in a dose-response format with the new MALDI-TOF MS setup. Furthermore, to allow for platform performance comparison, the same compound set was tested on the established RF MS setup, as the new basic peptides showed fragmentation in ESI-MS. The two platforms showed a comparable performance, but the MALDI-TOF MS platform had several advantages, such as shorter sample cycle times, reduced reagent consumption, and a lower tight-binding limit.


Subject(s)
Aminopeptidases , High-Throughput Screening Assays , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Reproducibility of Results , High-Throughput Screening Assays/methods , Peptides
3.
Front Immunol ; 13: 918551, 2022.
Article in English | MEDLINE | ID: mdl-36248901

ABSTRACT

The complement system is an ancient and critical part of innate immunity. Recent studies have highlighted novel roles of complement beyond lysis of invading pathogens with implications in regulating the innate immune response, as well as contributing to metabolic reprogramming of T-cells, synoviocytes as well as cells in the CNS. These findings hint that complement can be an immunometabolic regulator, but whether this is also the case for the terminal step of the complement pathway, the membrane attack complex (MAC) is not clear. In this study we focused on determining whether MAC is an immunometabolic regulator of the innate immune response in human monocyte-derived macrophages. Here, we uncover previously uncharacterized metabolic changes and mitochondrial dysfunction occurring downstream of MAC deposition. These alterations in glycolytic flux and mitochondrial morphology and function mediate NLRP3 inflammasome activation, pro-inflammatory cytokine release and gasdermin D formation. Together, these data elucidate a novel signalling cascade, with metabolic alterations at its center, in MAC-stimulated human macrophages that drives an inflammatory consequence in an immunologically relevant cell type.


Subject(s)
Inflammasomes , NLR Family, Pyrin Domain-Containing 3 Protein , Complement Membrane Attack Complex/metabolism , Humans , Inflammasomes/metabolism , Interleukin-18/metabolism , Interleukin-1beta/metabolism , Macrophages , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism
4.
Mol Cell Proteomics ; 20: 100067, 2021.
Article in English | MEDLINE | ID: mdl-33775892

ABSTRACT

Histones are highly posttranslationally modified proteins that regulate gene expression by modulating chromatin structure and function. Acetylation and methylation are the most abundant histone modifications, with methylation occurring on lysine (mono-, di-, and trimethylation) and arginine (mono- and dimethylation) predominately on histones H3 and H4. In addition, arginine dimethylation can occur either symmetrically (SDMA) or asymmetrically (ADMA) conferring different biological functions. Despite the importance of histone methylation on gene regulation, characterization and quantitation of this modification have proven to be quite challenging. Great advances have been made in the analysis of histone modification using both bottom-up and top-down mass spectrometry (MS). However, MS-based analysis of histone posttranslational modifications (PTMs) is still problematic, due both to the basic nature of the histone N-terminal tails and to the combinatorial complexity of the histone PTMs. In this report, we describe a simplified MS-based platform for histone methylation analysis. The strategy uses chemical acetylation with d0-acetic anhydride to collapse all the differently acetylated histone forms into one form, greatly reducing the complexity of the peptide mixture and improving sensitivity for the detection of methylation via summation of all the differently acetylated forms. We have used this strategy for the robust identification and relative quantitation of H4R3 methylation, for which stoichiometry and symmetry status were determined, providing an antibody-independent evidence that H4R3 is a substrate for both Type I and Type II PRMTs. Additionally, this approach permitted the robust detection of H4K5 monomethylation, a very low stoichiometry methylation event (0.02% methylation). In an independent example, we developed an in vitro assay to profile H3K27 methylation and applied it to an EZH2 mutant xenograft model following small-molecule inhibition of the EZH2 methyltransferase. These specific examples highlight the utility of this simplified MS-based approach to quantify histone methylation profiles.


Subject(s)
Histones/metabolism , Acetylation , Cell Line, Tumor , Enhancer of Zeste Homolog 2 Protein/genetics , Enhancer of Zeste Homolog 2 Protein/metabolism , Humans , Mass Spectrometry , Methylation
5.
Sci Rep ; 10(1): 22155, 2020 12 17.
Article in English | MEDLINE | ID: mdl-33335114

ABSTRACT

Arginine methylation has been recognized as a post-translational modification with pleiotropic effects that span from regulation of transcription to metabolic processes that contribute to aberrant cell proliferation and tumorigenesis. This has brought significant attention to the development of therapeutic strategies aimed at blocking the activity of protein arginine methyltransferases (PRMTs), which catalyze the formation of various methylated arginine products on a wide variety of cellular substrates. GSK3368715 is a small molecule inhibitor of type I PRMTs currently in clinical development. Here, we evaluate the effect of type I PRMT inhibition on arginine methylation in normal human peripheral blood mononuclear cells and utilize a broad proteomic approach to identify type I PRMT substrates. This work identified heterogenous nuclear ribonucleoprotein A1 (hnRNP-A1) as a pharmacodynamic biomarker of type I PRMT inhibition. Utilizing targeted mass spectrometry (MS), methods were developed to detect and quantitate changes in methylation of specific arginine residues on hnRNP-A1. This resulted in the development and validation of novel MS and immune assays useful for the assessment of GSK3368715 induced pharmacodynamic effects in blood and tumors that can be applied to GSK3368715 clinical trials.


Subject(s)
Antineoplastic Agents/pharmacokinetics , Biomarkers , Heterogeneous Nuclear Ribonucleoprotein A1/metabolism , Protein-Arginine N-Methyltransferases/antagonists & inhibitors , Repressor Proteins/antagonists & inhibitors , Animals , Antineoplastic Agents/therapeutic use , Antineoplastic Agents, Immunological/chemistry , Antineoplastic Agents, Immunological/pharmacokinetics , Antineoplastic Agents, Immunological/pharmacology , Arginine/metabolism , Cells, Cultured , Chromatography, Liquid , Drug Monitoring , Enzyme Activation , Enzyme Inhibitors/pharmacokinetics , Enzyme Inhibitors/therapeutic use , Gene Expression Regulation, Neoplastic/drug effects , Heterogeneous Nuclear Ribonucleoprotein A1/blood , Humans , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/metabolism , Mass Spectrometry , Methylation , Mice , Molecular Targeted Therapy , Neoplasms/blood , Neoplasms/drug therapy , Neoplasms/metabolism , Protein-Arginine N-Methyltransferases/genetics , Repressor Proteins/genetics , Substrate Specificity
6.
J Biol Chem ; 295(52): 18105-18121, 2020 12 25.
Article in English | MEDLINE | ID: mdl-33087447

ABSTRACT

IQGAP1 is a key scaffold protein that regulates numerous cellular processes and signaling pathways. Analogous to many other cellular proteins, IQGAP1 undergoes post-translational modifications, including phosphorylation. Nevertheless, very little is known about the specific sites of phosphorylation or the effects on IQGAP1 function. Here, using several approaches, including MS, site-directed mutagenesis, siRNA-mediated gene silencing, and chemical inhibitors, we identified the specific tyrosine residues that are phosphorylated on IQGAP1 and evaluated the effect on function. Tyr-172, Tyr-654, Tyr-855, and Tyr-1510 were phosphorylated on IQGAP1 when phosphotyrosine phosphatase activity was inhibited in cells. IQGAP1 was phosphorylated exclusively on Tyr-1510 under conditions with enhanced MET or c-Src signaling, including in human lung cancer cell lines. This phosphorylation was significantly reduced by chemical inhibitors of MET or c-Src or by siRNA-mediated knockdown of MET. To investigate the biological sequelae of phosphorylation, we generated a nonphosphorylatable IQGAP1 construct by replacing Tyr-1510 with alanine. The ability of hepatocyte growth factor, the ligand for MET, to promote AKT activation and cell migration was significantly greater when IQGAP1-null cells were reconstituted with IQGAP1 Y1510A than when cells were reconstituted with WT IQGAP1. Collectively, our data suggest that phosphorylation of Tyr-1510 of IQGAP1 alters cell function. Because increased MET signaling is implicated in the development and progression of several types of carcinoma, IQGAP1 may be a potential therapeutic target in selected malignancies.


Subject(s)
Cell Movement , Fibroblasts/metabolism , Phosphotyrosine/metabolism , Protein Processing, Post-Translational , Proto-Oncogene Proteins c-met/metabolism , ras GTPase-Activating Proteins/metabolism , Animals , Cells, Cultured , Fibroblasts/cytology , Humans , Mice , Proto-Oncogene Proteins c-met/genetics , Signal Transduction , ras GTPase-Activating Proteins/genetics
7.
Anal Chem ; 92(20): 13847-13854, 2020 10 20.
Article in English | MEDLINE | ID: mdl-32970424

ABSTRACT

Drug discovery usually begins with a high-throughput screen (HTS) of thousands to millions of molecules to identify starting points for medicinal chemistry. Conventional HTS platforms require expensive reagents and typically have complex assay formats. HTS platforms based on radioactivity are expensive, both in terms of reagent cost and disposal. Furthermore, nonspecific interferences common to these technologies result in an extensive attrition of hits during validation experiments. Mass spectrometry (MS) is a highly selective, label-free technology that can quantify multiple analytes in a single experiment. However, most commercial MS platforms typically involve a separation or cleanup prior to analysis and are too slow for large-scale screening campaigns. Recently, an MS platform (AMI-MS) was introduced that uses acoustically generated droplets to deliver analyte molecules directly from microtiter plates into the mass spectrometer at subsecond per well sampling rates. Here, we demonstrate the application of AMI-MS by developing an HTS-compatible assay that measures the inhibition of histone acetyltransferase activity. Real-time kinetic measurements from a single well were used to determine enzyme Km and Vmax values. We compare the AMI-MS readout with conventional platforms in single-shot screening and multipoint profiling modes. The AMI-MS assay identified 86% of hits previously identified, with a pIC50 ≥ 5.0, in a scintillation proximity assay (SPA) HTS at a lower hit rate and with a significantly reduced cost per well compared to the SPA-based readout. Furthermore, pIC50s, as measured by AMI-MS, showed a good correlation with values generated by RapidFire-MS. AMI-MS has the potential to provide significant improvements to high-throughput bioassays.


Subject(s)
Enzyme Inhibitors/analysis , High-Throughput Screening Assays , Mass Spectrometry/methods , Acoustics , Histone Acetyltransferases/antagonists & inhibitors , Histone Acetyltransferases/metabolism , Kinetics
8.
Angew Chem Int Ed Engl ; 59(47): 21096-21105, 2020 11 16.
Article in English | MEDLINE | ID: mdl-32745361

ABSTRACT

Advances in genomic analyses enable the identification of new proteins that are associated with disease. To validate these targets, tool molecules are required to demonstrate that a ligand can have a disease-modifying effect. Currently, as tools are reported for only a fraction of the proteome, platforms for ligand discovery are essential to leverage insights from genomic analyses. Fragment screening offers an efficient approach to explore chemical space. Presented here is a fragment-screening platform, termed PhABits (PhotoAffinity Bits), which utilizes a library of photoreactive fragments to covalently capture fragment-protein interactions. Hits can be profiled to determine potency and the site of crosslinking, and subsequently developed as reporters in a competitive displacement assay to identify novel hit matter. The PhABit platform is envisioned to be widely applicable to novel protein targets, identifying starting points in the development of therapeutics.


Subject(s)
Antineoplastic Agents/analysis , Bridged Bicyclo Compounds, Heterocyclic/analysis , Cross-Linking Reagents/chemistry , Photoaffinity Labels/chemistry , Pyrazoles/analysis , Quinoxalines/analysis , Sulfonamides/analysis , Vemurafenib/analysis , Antineoplastic Agents/pharmacology , Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Humans , Ligands , Molecular Structure , Proteins/antagonists & inhibitors , Proteins/chemistry , Pyrazoles/pharmacology , Quinoxalines/pharmacology , Sulfonamides/pharmacology , Vemurafenib/pharmacology
9.
J Biol Chem ; 295(15): 4822-4835, 2020 04 10.
Article in English | MEDLINE | ID: mdl-32094223

ABSTRACT

IQ motif-containing GTPase-activating protein 1 (IQGAP1) is a scaffold protein that interacts with numerous binding partners and thereby regulates fundamental biological processes. The functions of IQGAP1 are modulated by several mechanisms, including protein binding, self-association, subcellular localization, and phosphorylation. Proteome-wide screens have indicated that IQGAP1 is ubiquitinated, but the possible effects of this post-translational modification on its function are unknown. Here we characterized and evaluated the function of IQGAP1 ubiquitination. Using MS-based analysis in HEK293 cells, we identified six lysine residues (Lys-556, -1155, -1230, -1465, -1475, and -1528) as ubiquitination sites in IQGAP1. To elucidate the biological consequences of IQGAP1 ubiquitination, we converted each of these lysines to arginine and found that replacing two of these residues, Lys-1155 and Lys-1230, in the GAP-related domain of IQGAP1 (termed IQGAP1 GRD-2K) reduces its ubiquitination. Moreover, IQGAP1 GRD-2K bound a significantly greater proportion of the two Rho GTPases cell division cycle 42 (CDC42) and Rac family small GTPase 1 (RAC1) than did WT IQGAP1. Consistent with this observation, reconstitution of IQGAP1-null cells with IQGAP1 GRD-2K significantly increased the amount of active CDC42 and enhanced cell migration significantly more than WT IQGAP1. Our results reveal that ubiquitination of the CDC42 regulator IQGAP1 alters its ability to bind to and activate this GTPase, leading to physiological effects. Collectively, these findings expand our view of the role of ubiquitination in cell signaling and provide additional insight into CDC42 regulation.


Subject(s)
Arginine/metabolism , Lysine/metabolism , Ubiquitin/metabolism , Ubiquitination , cdc42 GTP-Binding Protein/metabolism , rac1 GTP-Binding Protein/metabolism , ras GTPase-Activating Proteins/metabolism , Arginine/chemistry , Arginine/genetics , Cell Movement , HEK293 Cells , Humans , Lysine/chemistry , Lysine/genetics , cdc42 GTP-Binding Protein/genetics , rac1 GTP-Binding Protein/genetics , ras GTPase-Activating Proteins/chemistry , ras GTPase-Activating Proteins/genetics
10.
SLAS Discov ; 23(1): 34-46, 2018 01.
Article in English | MEDLINE | ID: mdl-28957646

ABSTRACT

A persistent problem in early small-molecule drug discovery is the frequent lack of rank-order correlation between biochemical potencies derived from initial screens using purified proteins and the diminished potency and efficacy observed in subsequent disease-relevant cellular phenotypic assays. The introduction of the cellular thermal shift assay (CETSA) has bridged this gap by enabling assessment of drug target engagement directly in live cells based on ligand-induced changes in protein thermal stability. Initial success in applying CETSA across multiple drug target classes motivated our investigation into replacing the low-throughput, manually intensive Western blot readout with a quantitative, automated higher-throughput assay that would provide sufficient capacity to use CETSA as a primary hit qualification strategy. We introduce a high-throughput dose-response cellular thermal shift assay (HTDR-CETSA), a single-pot homogenous assay adapted for high-density microtiter plate format. The assay features titratable BacMam expression of full-length target proteins fused to the DiscoverX 42 amino acid ePL tag in HeLa suspension cells, facilitating enzyme fragment complementation-based chemiluminescent quantification of ligand-stabilized soluble protein. This simplified format can accommodate determination of full-dose CETSA curves for hundreds of individual compounds/analyst/day in replicates. HTDR-CETSA data generated for substrate site and alternate binding mode inhibitors of the histone-lysine N-methyltransferase SMYD3 in HeLa suspension cells demonstrate excellent correlation with rank-order potencies observed in cellular mechanistic assays and direct translation to target engagement of endogenous Smyd3 in cancer-relevant cell lines. We envision this workflow to be generically applicable to HTDR-CETSA screening spanning a wide variety of soluble intracellular protein target classes.


Subject(s)
Drug Discovery/methods , Enzyme Inhibitors/pharmacology , High-Throughput Screening Assays , Histone-Lysine N-Methyltransferase/antagonists & inhibitors , Indoleamine-Pyrrole 2,3,-Dioxygenase/antagonists & inhibitors , Cell Culture Techniques , Cell Line, Tumor , Dose-Response Relationship, Drug , Enzyme Activation , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/genetics , Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Small Molecule Libraries , Workflow
11.
Structure ; 24(5): 774-781, 2016 05 03.
Article in English | MEDLINE | ID: mdl-27066749

ABSTRACT

SMYD3 is a lysine methyltransferase overexpressed in colorectal, breast, prostate, and hepatocellular tumors, and has been implicated as an oncogene in human malignancies. Methylation of MEKK2 by SMYD3 is important for regulation of the MEK/ERK pathway, suggesting the possibility of selectively targeting SMYD3 in RAS-driven cancers. Structural and kinetic characterization of SMYD3 was undertaken leading to a co-crystal structure of SMYD3 with a MEKK2-peptide substrate bound, and the observation that SMYD3 follows a partially processive mechanism. These insights allowed for the design of GSK2807, a potent and selective, SAM-competitive inhibitor of SMYD3 (Ki = 14 nM). A high-resolution crystal structure reveals that GSK2807 bridges the gap between the SAM-binding pocket and the substrate lysine tunnel of SMYD3. Taken together, our data demonstrate that small-molecule inhibitors of SMYD3 can be designed to prevent methylation of MEKK2 and these could have potential use as anticancer therapeutics.


Subject(s)
Enzyme Inhibitors/pharmacology , Histone-Lysine N-Methyltransferase/chemistry , Molecular Docking Simulation , Binding Sites , Enzyme Inhibitors/chemistry , Histone-Lysine N-Methyltransferase/antagonists & inhibitors , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , Humans , MAP Kinase Kinase Kinase 2/metabolism , Mutation , Protein Binding , S-Adenosylmethionine/pharmacology
12.
J Proteome Res ; 14(2): 997-1009, 2015 Feb 06.
Article in English | MEDLINE | ID: mdl-25575281

ABSTRACT

While analysis of the phosphoproteome has become an important component of understanding how cells function, it remains a nontrivial task in terms of the number of sample preparation steps and instrument time needed to achieve sufficient depth of coverage to produce meaningful results. We previously described a multidimensional method that uses hydrophilic interaction chromatography (HILIC) followed by Fe(3+) immobilized metal affinity chromatography (IMAC) to reduce complexity, improve selectivity, and increase phosphopeptide identifications. Here we present refinements to our overall protocol that make it simpler and more efficient, while they provide greater coverage of the phosphoproteome. We introduce filter-aided sample prep (FASP) for cell lysis and trypsin digestion. Following HILIC separation, fractions are IMAC enriched using a 96-well filter plate. Finally, enriched samples are analyzed using an LC-MS strategy optimized for the fractionation scheme. The optimized protocol improves protein recovery, simplifies phosphopeptide enrichment, and optimizes instrument time, while it maintains deep coverage of the phosphoproteome. By using the refined protocol, we identified more than 16,000 unique phosphosites from rat liver in a single experiment, which used approximately 1 day of instrument time. All together, we present evidence for 24,485 rat liver phosphosites that represents the deepest coverage of a tissue phosphoproteome to date.


Subject(s)
Chromatography, Affinity/methods , Liver/chemistry , Phosphopeptides/analysis , Proteome/analysis , Animals , Hydrophobic and Hydrophilic Interactions , Male , Phosphopeptides/chemistry , Phosphopeptides/isolation & purification , Proteome/chemistry , Rats
13.
Curr Protoc Mol Biol ; 108: 10.21.1-10.21.30, 2014 Oct 01.
Article in English | MEDLINE | ID: mdl-25271712

ABSTRACT

Mass spectrometry is an indispensable tool for peptide and protein analysis owing to its speed, sensitivity, and versatility. It can be used to determine amino acid sequences of peptides, and to characterize a wide variety of post-translational modifications such as phosphorylation and glycosylation. Mass spectrometry can also be used to determine absolute and relative protein quantities, and can identify and quantify thousands of proteins from complex samples, which makes it an extremely powerful tool for systems biology studies. The main goals of this unit are to familiarize peptide and protein chemists and biologists with the types of mass spectrometers that are appropriate for the majority of their analytical needs, to describe the kinds of experiments that can be performed with these instruments on a routine basis, and to discuss the kinds of information that these experiments provide.


Subject(s)
Mass Spectrometry/methods , Peptides , Protein Processing, Post-Translational , Sequence Analysis, Protein/methods , Glycosylation , Peptides/chemistry , Peptides/genetics , Phosphorylation
14.
Cancer Metab ; 1(1): 19, 2013 Sep 06.
Article in English | MEDLINE | ID: mdl-24280423

ABSTRACT

BACKGROUND: Most normal cells in the presence of oxygen utilize glucose for mitochondrial oxidative phosphorylation. In contrast, many cancer cells rapidly convert glucose to lactate in the cytosol, a process termed aerobic glycolysis. This glycolytic phenotype is enabled by lactate dehydrogenase (LDH), which catalyzes the inter-conversion of pyruvate and lactate. The purpose of this study was to identify and characterize potent and selective inhibitors of LDHA. METHODS: High throughput screening and lead optimization were used to generate inhibitors of LDHA enzymatic activity. Effects of these inhibitors on metabolism were evaluated using cell-based lactate production, oxygen consumption, and 13C NMR spectroscopy assays. Changes in comprehensive metabolic profile, cell proliferation, and apoptosis were assessed upon compound treatment. RESULTS: 3-((3-carbamoyl-7-(3,5-dimethylisoxazol-4-yl)-6-methoxyquinolin-4-yl) amino) benzoic acid was identified as an NADH-competitive LDHA inhibitor. Lead optimization yielded molecules with LDHA inhibitory potencies as low as 2 nM and 10 to 80-fold selectivity over LDHB. Molecules in this family rapidly and profoundly inhibited lactate production rates in multiple cancer cell lines including hepatocellular and breast carcinomas. Consistent with selective inhibition of LDHA, the most sensitive breast cancer cell lines to lactate inhibition in hypoxic conditions were cells with low expression of LDHB. Our inhibitors increased rates of oxygen consumption in hepatocellular carcinoma cells at doses up to 3 microM, while higher concentrations directly inhibited mitochondrial function. Analysis of more than 500 metabolites upon LDHA inhibition in Snu398 cells revealed that intracellular concentrations of glycolysis and citric acid cycle intermediates were increased, consistent with enhanced Krebs cycle activity and blockage of cytosolic glycolysis. Treatment with these compounds also potentiated PKM2 activity and promoted apoptosis in Snu398 cells. CONCLUSIONS: Rapid chemical inhibition of LDHA by these quinoline 3-sulfonamids led to profound metabolic alterations and impaired cell survival in carcinoma cells making it a compelling strategy for treating solid tumors that rely on aerobic glycolysis for survival.

15.
Biochem J ; 436(2): 363-9, 2011 Jun 01.
Article in English | MEDLINE | ID: mdl-21410436

ABSTRACT

The HIF (hypoxia-inducible factor) plays a central regulatory role in oxygen homoeostasis. HIF proteins are regulated by three Fe(II)- and α-KG (α-ketoglutarate)-dependent prolyl hydroxylase enzymes [PHD (prolyl hydroxylase domain) isoenzymes 1-3 or PHD1, PHD2 and PHD3] and one asparaginyl hydroxylase [FIH (factor inhibiting HIF)]. The prolyl hydroxylases control the abundance of HIF through oxygen-dependent hydroxylation of specific proline residues in HIF proteins, triggering subsequent ubiquitination and proteasomal degradation. FIH inhibits the HIF transcription activation through asparagine hydroxylation. Understanding the precise roles and regulation of these four Fe(II)- and α-KG-dependent hydroxylases is of great importance. In the present paper, we report the biochemical characterization of the first HIF protein substrates that contain the CODDD (C-terminal oxygen-dependent degradation domain), the NODDD (N-terminal oxygen-dependent degradation domain) and the CAD (C-terminal transactivation domain). Using LC-MS/MS (liquid chromatography-tandem MS) detection, we show that all three PHD isoenzymes have a strong preference for hydroxylation of the CODDD proline residue over the NODDD proline residue and the preference is observed for both HIF1α and HIF2α protein substrates. In addition, steady-state kinetic analyses show differential substrate selectivity for HIF and α-KG in reference to the three PHD isoforms and FIH.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/chemistry , Basic Helix-Loop-Helix Transcription Factors/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/chemistry , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Binding Sites , Humans , Hydroxylation , Isoenzymes/chemistry , Isoenzymes/metabolism , Procollagen-Proline Dioxygenase/chemistry , Procollagen-Proline Dioxygenase/metabolism , Substrate Specificity
16.
J Biol Chem ; 286(17): 15010-21, 2011 Apr 29.
Article in English | MEDLINE | ID: mdl-21349850

ABSTRACT

Cellular responses produced by EGF are mediated through the receptor (EGFR) and by various enzymes and scaffolds. Recent studies document IQGAP1 as a scaffold for the MAPK cascade, binding directly to B-Raf, MEK, and ERK and regulating their activation in response to EGF. We previously showed that EGF is unable to activate B-Raf in cells lacking IQGAP1. However, the mechanism by which IQGAP1 links B-Raf to EGFR was unknown. Here we report that endogenous EGFR and IQGAP1 co-localize and co-immunoprecipitate in cells. EGF has no effect on the association, but Ca(2+) attenuates binding. In vitro analysis demonstrated a direct association mediated through the IQ and kinase domains of IQGAP1 and EGFR, respectively. Calmodulin disrupts this interaction. Using a mass spectrometry-based assay, we show that EGF induces phosphorylation of IQGAP1 Ser(1443), a residue known to be phosphorylated by PKC. This phosphorylation is eliminated by pharmacological inhibition of either EGFR or PKC and transfection with small interfering RNA directed against the PKCα isoform. In IQGAP1-null cells, EGF-stimulated tyrosine phosphorylation of EGFR is severely attenuated. Normal levels of autophosphorylation are restored by reconstituting wild type IQGAP1 and enhanced by an IQGAP1 S1443D mutant. Collectively, these data demonstrate a functional interaction between IQGAP1 and EGFR and suggest that IQGAP1 modulates EGFR activation.


Subject(s)
ErbB Receptors/metabolism , MAP Kinase Signaling System , ras GTPase-Activating Proteins/metabolism , Animals , Humans , Mice , Phosphorylation , Protein Binding , Proto-Oncogene Proteins B-raf
17.
Curr Protoc Protein Sci ; Chapter 16: Unit16.1, 2010 Nov.
Article in English | MEDLINE | ID: mdl-21104985

ABSTRACT

Mass spectrometry is an indispensable tool for peptide and protein analysis owing to its speed, sensitivity, and versatility. It can be used to determine amino acid sequences of peptides, and to characterize a wide variety of post-translational modifications such as phosphorylation and glycosylation. Mass spectrometry can also be used to determine absolute and relative protein quantities, and can identify and quantify thousands of proteins from complex samples, which makes it an extremely powerful tool for systems biology studies. The main goals of this unit are to familiarize peptide and protein chemists and biologists with the types of mass spectrometers that are appropriate for the majority of their analytical needs, to describe the kinds of experiments that can be performed with these instruments on a routine basis, and to discuss the kinds of information that these experiments provide.


Subject(s)
Chemistry Techniques, Analytical , Mass Spectrometry , Peptides/analysis , Proteins/analysis , Amino Acid Sequence , Glycosylation , Mass Spectrometry/instrumentation , Mass Spectrometry/methods , Peptide Mapping , Peptides/chemistry , Phosphorylation , Protein Processing, Post-Translational , Proteins/chemistry , Spectrometry, Mass, Electrospray Ionization/instrumentation , Spectrometry, Mass, Electrospray Ionization/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Tandem Mass Spectrometry/instrumentation , Tandem Mass Spectrometry/methods
18.
Proc Natl Acad Sci U S A ; 107(13): 5839-44, 2010 Mar 30.
Article in English | MEDLINE | ID: mdl-20167803

ABSTRACT

Centromere-associated protein-E (CENP-E) is a kinetochore-associated mitotic kinesin that is thought to function as the key receptor responsible for mitotic checkpoint signal transduction after interaction with spindle microtubules. We have identified GSK923295, an allosteric inhibitor of CENP-E kinesin motor ATPase activity, and mapped the inhibitor binding site to a region similar to that bound by loop-5 inhibitors of the kinesin KSP/Eg5. Unlike these KSP inhibitors, which block release of ADP and destabilize motor-microtubule interaction, GSK923295 inhibited release of inorganic phosphate and stabilized CENP-E motor domain interaction with microtubules. Inhibition of CENP-E motor activity in cultured cells and tumor xenografts caused failure of metaphase chromosome alignment and induced mitotic arrest, indicating that tight binding of CENP-E to microtubules is insufficient to satisfy the mitotic checkpoint. Consistent with genetic studies in mice suggesting that decreased CENP-E function can have a tumor-suppressive effect, inhibition of CENP-E induced tumor cell apoptosis and tumor regression.


Subject(s)
Antineoplastic Agents/pharmacology , Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Chromosomal Proteins, Non-Histone/antagonists & inhibitors , Sarcosine/analogs & derivatives , Allosteric Site , Animals , Antineoplastic Agents/chemistry , Binding Sites , Bridged Bicyclo Compounds, Heterocyclic/chemistry , Cell Line, Tumor , Chromosomal Proteins, Non-Histone/chemistry , Chromosomal Proteins, Non-Histone/metabolism , Dogs , Drug Screening Assays, Antitumor , Humans , In Vitro Techniques , Kinesins/antagonists & inhibitors , Kinesins/chemistry , Kinesins/metabolism , Mice , Microtubules/metabolism , Mitosis/drug effects , Models, Molecular , Molecular Structure , Sarcosine/chemistry , Sarcosine/pharmacology , Xenograft Model Antitumor Assays
19.
J Cell Biol ; 184(4): 527-39, 2009 Feb 23.
Article in English | MEDLINE | ID: mdl-19221193

ABSTRACT

Exit from mitosis is characterized by a precipitous decline in cyclin-dependent kinase (Cdk) activity, dissolution of mitotic structures, and cytokinesis. In Saccharomyces cerevisiae, mitotic exit is driven by a protein phosphatase, Cdc14, which is in part responsible for counteracting Cdk activity. Throughout interphase, Cdc14 is sequestered in the nucleolus, but successful anaphase activates the mitotic exit network (MEN), which triggers dispersal of Cdc14 throughout the cell by a mechanism that has remained unknown. In this study, we show that a MEN component, protein kinase Dbf2-Mob1, promotes transfer of Cdc14 to the cytoplasm and consequent exit from mitosis by direct phosphorylation of Cdc14 on serine and threonine residues adjacent to a nuclear localization signal (NLS), thereby abrogating its NLS activity. Our results define a mechanism by which the MEN promotes exit from mitosis.


Subject(s)
Cell Cycle Proteins/metabolism , Mitosis , Phosphoproteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Protein Tyrosine Phosphatases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Cell Nucleus/metabolism , Chromosome Segregation , Cytoplasm/metabolism , GTP-Binding Proteins/metabolism , Mutation , Nuclear Localization Signals , Phosphoprotein Phosphatases/metabolism , Phosphorylation , Saccharomyces cerevisiae/cytology , Schizosaccharomyces/cytology , Schizosaccharomyces/metabolism , Schizosaccharomyces pombe Proteins/metabolism
20.
Methods Mol Biol ; 527: 93-105, x, 2009.
Article in English | MEDLINE | ID: mdl-19241008

ABSTRACT

Mass spectrometry-based protein phosphorylation analysis on a proteome-wide scale remains a formidable challenge, hampered by the complexity and dynamic range of protein expression on the global level and multi-site phosphorylation at substoichiometric ratios at the individual protein level. It is recognized that reduction of sample complexity or enrichment of the phosphopeptide pool is a necessary prerequisite for global phospho-proteomics. Immobilized metal affinity chromatography (IMAC) and strong cation exchange chromatography, either alone or in tandem, have emerged as the most widely used chromatographic-based enrichment strategies. However, each is not without shortcomings. Both techniques provide little fractionation of phosphorylated species and are compromised by competition and co-elution of highly acidic peptides. Here, we describe a phosphopeptide prefractionation scheme using hydrophilic interaction chromatography, which both enriches the phosphopeptide pool and efficiently fractionates the remaining peptides. When used in front of IMAC, the selectivity of the metal affinity resin is improved to greater than 95%. The lack of significant numbers of nonphosphorylated peptides also allows for more efficient use of the mass spectrometer duty cycle in that the instrument spends nearly all of its time in sequencing the phosphopeptides.


Subject(s)
Chromatography, Affinity/methods , Phosphoproteins/chemistry , Phosphoproteins/isolation & purification , Proteome/chemistry , Proteome/isolation & purification , HeLa Cells , Humans , Hydrogen Bonding , Phosphoproteins/analysis , Water/chemistry , Water/pharmacology
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