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1.
Cancer Discov ; 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38587317

RESUMO

Microsatellite-unstable (MSI) cancers require WRN helicase to resolve replication stress due to expanded DNA (TA)n-dinucleotide repeats. WRN is a promising synthetic lethal target for MSI tumours, and WRN inhibitors are in development. Here, we used CRISPR-Cas9 base editing to map WRN residues critical for MSI cells, validating the helicase domain as the primary drug target. Fragment-based screening led to the development of potent and highly selective WRN helicase covalent inhibitors. These compounds selectively suppressed MSI model growth In vitro and In vivo by mimicking WRN loss, inducing DNA double-strand breaks at expanded TA-repeats and DNA damage. Assessment of biomarkers in preclinical models linked TA-repeat expansions and mismatch repair (MMR) alterations to compound activity. Efficacy was confirmed in immunotherapy-resistant organoids and patient-derived xenograft (PDX) models. The discovery of potent, selective covalent WRN inhibitors provides proof of concept for synthetic-lethal targeting of WRN in MSI cancer and tools to dissect WRN biology.

2.
Mol Syst Biol ; 20(4): 458-474, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38454145

RESUMO

Complex disease phenotypes often span multiple molecular processes. Functional characterization of these processes can shed light on disease mechanisms and drug effects. Thermal Proteome Profiling (TPP) is a mass-spectrometry (MS) based technique assessing changes in thermal protein stability that can serve as proxies of functional protein changes. These unique insights of TPP can complement those obtained by other omics technologies. Here, we show how TPP can be integrated with phosphoproteomics and transcriptomics in a network-based approach using COSMOS, a multi-omics integration framework, to provide an integrated view of transcription factors, kinases and proteins with altered thermal stability. This allowed us to recover consequences of Poly (ADP-ribose) polymerase (PARP) inhibition in ovarian cancer cells on cell cycle and DNA damage response as well as interferon and hippo signaling. We found that TPP offers a complementary perspective to other omics data modalities, and that its integration allowed us to obtain a more complete molecular overview of PARP inhibition. We anticipate that this strategy can be used to integrate functional proteomics with other omics to study molecular processes.


Assuntos
Inibidores de Poli(ADP-Ribose) Polimerases , Proteoma , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Multiômica , Poli(ADP-Ribose) Polimerases/genética , Poli(ADP-Ribose) Polimerases/metabolismo , Proteômica/métodos
3.
Nat Cancer ; 2(10): 1002-1017, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34790902

RESUMO

DNA methylation, a key epigenetic driver of transcriptional silencing, is universally dysregulated in cancer. Reversal of DNA methylation by hypomethylating agents, such as the cytidine analogs decitabine or azacytidine, has demonstrated clinical benefit in hematologic malignancies. These nucleoside analogs are incorporated into replicating DNA where they inhibit DNA cytosine methyltransferases DNMT1, DNMT3A and DNMT3B through irreversible covalent interactions. These agents induce notable toxicity to normal blood cells thus limiting their clinical doses. Herein we report the discovery of GSK3685032, a potent first-in-class DNMT1-selective inhibitor that was shown via crystallographic studies to compete with the active-site loop of DNMT1 for penetration into hemi-methylated DNA between two CpG base pairs. GSK3685032 induces robust loss of DNA methylation, transcriptional activation and cancer cell growth inhibition in vitro. Due to improved in vivo tolerability compared with decitabine, GSK3685032 yields superior tumor regression and survival mouse models of acute myeloid leukemia.


Assuntos
Azacitidina , Leucemia Mieloide Aguda , Animais , Azacitidina/farmacologia , DNA/metabolismo , Metilação de DNA , Metilases de Modificação do DNA/genética , Decitabina/farmacologia , Leucemia Mieloide Aguda/tratamento farmacológico , Camundongos
4.
J Med Chem ; 63(17): 9045-9069, 2020 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-32691589

RESUMO

Pan-bromodomain and extra terminal (BET) inhibitors interact equipotently with all eight bromodomains of the BET family of proteins. They have shown profound efficacy in vitro and in vivo in oncology and immunomodulatory models, and a number of them are currently in clinical trials where significant safety signals have been reported. It is therefore important to understand the functional contribution of each bromodomain to assess the opportunity to tease apart efficacy and toxicity. This article discloses the in vitro and cellular activity profiles of GSK789, a potent, cell-permeable, and highly selective inhibitor of the first bromodomains of the BET family.


Assuntos
Naftiridinas/química , Fatores de Transcrição/antagonistas & inibidores , ATPases Associadas a Diversas Atividades Celulares/antagonistas & inibidores , ATPases Associadas a Diversas Atividades Celulares/metabolismo , Anti-Inflamatórios/química , Anti-Inflamatórios/metabolismo , Anti-Inflamatórios/farmacologia , Sítios de Ligação , Proteínas de Ciclo Celular/antagonistas & inibidores , Proteínas de Ciclo Celular/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Cristalografia por Raios X , Proteínas de Ligação a DNA/antagonistas & inibidores , Proteínas de Ligação a DNA/metabolismo , Meia-Vida , Humanos , Simulação de Dinâmica Molecular , Naftiridinas/metabolismo , Naftiridinas/farmacologia , Domínios Proteicos , Quinolonas/química , Quinolonas/metabolismo , Quinolonas/farmacologia , Fatores de Transcrição/metabolismo
5.
Science ; 368(6489): 387-394, 2020 04 24.
Artigo em Inglês | MEDLINE | ID: mdl-32193360

RESUMO

The two tandem bromodomains of the BET (bromodomain and extraterminal domain) proteins enable chromatin binding to facilitate transcription. Drugs that inhibit both bromodomains equally have shown efficacy in certain malignant and inflammatory conditions. To explore the individual functional contributions of the first (BD1) and second (BD2) bromodomains in biology and therapy, we developed selective BD1 and BD2 inhibitors. We found that steady-state gene expression primarily requires BD1, whereas the rapid increase of gene expression induced by inflammatory stimuli requires both BD1 and BD2 of all BET proteins. BD1 inhibitors phenocopied the effects of pan-BET inhibitors in cancer models, whereas BD2 inhibitors were predominantly effective in models of inflammatory and autoimmune disease. These insights into the differential requirement of BD1 and BD2 for the maintenance and induction of gene expression may guide future BET-targeted therapies.


Assuntos
Anti-Inflamatórios não Esteroides/farmacologia , Antineoplásicos/farmacologia , Proteínas de Ciclo Celular/antagonistas & inibidores , Histona Acetiltransferases/antagonistas & inibidores , Fatores Imunológicos/farmacologia , Terapia de Alvo Molecular , Fatores de Transcrição/antagonistas & inibidores , Anti-Inflamatórios não Esteroides/química , Anti-Inflamatórios não Esteroides/uso terapêutico , Antineoplásicos/uso terapêutico , Proteínas de Ciclo Celular/química , Proteínas de Ciclo Celular/genética , Descoberta de Drogas , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Células HEK293 , Histona Acetiltransferases/química , Histona Acetiltransferases/genética , Humanos , Doenças do Sistema Imunitário/tratamento farmacológico , Fatores Imunológicos/química , Fatores Imunológicos/uso terapêutico , Inflamação/tratamento farmacológico , Neoplasias/tratamento farmacológico , Domínios Proteicos/efeitos dos fármacos , Fatores de Transcrição/química , Fatores de Transcrição/genética
6.
Nat Biotechnol ; 38(3): 303-308, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31959954

RESUMO

Monitoring drug-target interactions with methods such as the cellular thermal-shift assay (CETSA) is well established for simple cell systems but remains challenging in vivo. Here we introduce tissue thermal proteome profiling (tissue-TPP), which measures binding of small-molecule drugs to proteins in tissue samples from drug-treated animals by detecting changes in protein thermal stability using quantitative mass spectrometry. We report organ-specific, proteome-wide thermal stability maps and derive target profiles of the non-covalent histone deacetylase inhibitor panobinostat in rat liver, lung, kidney and spleen and of the B-Raf inhibitor vemurafenib in mouse testis. In addition, we devised blood-CETSA and blood-TPP and applied it to measure target and off-target engagement of panobinostat and the BET family inhibitor JQ1 directly in whole blood. Blood-TPP analysis of panobinostat confirmed its binding to known targets and also revealed thermal stabilization of the zinc-finger transcription factor ZNF512. These methods will help to elucidate the mechanisms of drug action in vivo.


Assuntos
Sangue/metabolismo , Proteoma/química , Proteoma/metabolismo , Bibliotecas de Moléculas Pequenas/administração & dosagem , Animais , Azepinas/administração & dosagem , Azepinas/farmacologia , Células Hep G2 , Humanos , Rim/química , Rim/metabolismo , Fígado/química , Fígado/metabolismo , Pulmão/química , Pulmão/metabolismo , Masculino , Espectrometria de Massas , Camundongos , Especificidade de Órgãos , Panobinostat/administração & dosagem , Panobinostat/farmacologia , Estabilidade Proteica , Ratos , Bibliotecas de Moléculas Pequenas/farmacologia , Baço/química , Baço/metabolismo , Testículo/química , Testículo/metabolismo , Termodinâmica , Triazóis/administração & dosagem , Triazóis/farmacologia , Vemurafenib/administração & dosagem , Vemurafenib/farmacologia
7.
Sci Rep ; 9(1): 14159, 2019 Oct 02.
Artigo em Inglês | MEDLINE | ID: mdl-31578349

RESUMO

Kinobeads are a set of promiscuous kinase inhibitors immobilized on sepharose beads for the comprehensive enrichment of endogenously expressed protein kinases from cell lines and tissues. These beads enable chemoproteomics profiling of kinase inhibitors of interest in dose-dependent competition studies in combination with quantitative mass spectrometry. We present improved bead matrices that capture more than 350 protein kinases and 15 lipid kinases from human cell lysates, respectively. A multiplexing strategy is suggested that enables determination of apparent dissociation constants in a single mass spectrometry experiment. Miniaturization of the procedure enabled determining the target selectivity of the clinical BCR-ABL inhibitor dasatinib in peripheral blood mononuclear cell (PBMC) lysates from individual donors. Profiling of a set of Jak kinase inhibitors revealed kinase off-targets from nearly all kinase families underpinning the need to profile kinase inhibitors against the kinome. Potently bound off-targets of clinical inhibitors suggest polypharmacology, e.g. through MRCK alpha and beta, which bind to decernotinib with nanomolar affinity.


Assuntos
Dasatinibe/farmacologia , Janus Quinases/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Proteoma/metabolismo , Proteômica/métodos , Animais , Cromatografia de Afinidade/métodos , Cães , Células HEK293 , Humanos , Janus Quinases/metabolismo , Células K562 , Camundongos , Microesferas , Monócitos/metabolismo , Ligação Proteica , Proteoma/química , Sefarose/análogos & derivados , Especificidade por Substrato
8.
Nat Commun ; 10(1): 1155, 2019 03 11.
Artigo em Inglês | MEDLINE | ID: mdl-30858367

RESUMO

Adenosine triphosphate (ATP) plays fundamental roles in cellular biochemistry and was recently discovered to function as a biological hydrotrope. Here, we use mass spectrometry to interrogate ATP-mediated regulation of protein thermal stability and protein solubility on a proteome-wide scale. Thermal proteome profiling reveals high affinity interactions of ATP as a substrate and as an allosteric modulator that has widespread influence on protein complexes and their stability. Further, we develop a strategy for proteome-wide solubility profiling, and discover ATP-dependent solubilization of at least 25% of the insoluble proteome. ATP increases the solubility of positively charged, intrinsically disordered proteins, and their susceptibility for solubilization varies depending on their localization to different membrane-less organelles. Moreover, a few proteins, exhibit an ATP-dependent decrease in solubility, likely reflecting polymer formation. Our data provides a proteome-wide, quantitative insight into how ATP influences protein structure and solubility across the spectrum of physiologically relevant concentrations.


Assuntos
Trifosfato de Adenosina/metabolismo , Proteoma/metabolismo , Trifosfato de Adenosina/química , DNA/metabolismo , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/metabolismo , Humanos , Células Jurkat , Espectrometria de Massas , Proteínas Nucleares/química , Proteínas Nucleares/metabolismo , Ligação Proteica , Estabilidade Proteica , Proteoma/química , Proteômica/métodos , Solubilidade
9.
J Med Chem ; 61(18): 8321-8336, 2018 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-30226378

RESUMO

ATAD2 is a cancer-associated protein whose bromodomain has been described as among the least druggable of its class. In our recent disclosure of the first chemical probe against this bromodomain, GSK8814 (6), we described the use of a conformationally constrained methoxy piperidine to gain selectivity over the BET bromodomains. Here we describe an orthogonal conformational restriction strategy of the piperidine ring to give potent and selective tropane inhibitors and show structural insights into why this was more challenging than expected. Greater understanding of why different rational approaches succeeded or failed should help in the future design of selectivity in the bromodomain family.


Assuntos
ATPases Associadas a Diversas Atividades Celulares/antagonistas & inibidores , Proteínas de Ligação a DNA/antagonistas & inibidores , Descoberta de Drogas , Proteínas Nucleares/antagonistas & inibidores , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacologia , Fatores de Transcrição/antagonistas & inibidores , Proteínas de Ciclo Celular , Humanos , Modelos Moleculares , Estrutura Molecular , Conformação Proteica , Domínios Proteicos , Relação Estrutura-Atividade
10.
Cell ; 173(1): 260-274.e25, 2018 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-29551266

RESUMO

Protein degradation plays important roles in biological processes and is tightly regulated. Further, targeted proteolysis is an emerging research tool and therapeutic strategy. However, proteome-wide technologies to investigate the causes and consequences of protein degradation in biological systems are lacking. We developed "multiplexed proteome dynamics profiling" (mPDP), a mass-spectrometry-based approach combining dynamic-SILAC labeling with isobaric mass tagging for multiplexed analysis of protein degradation and synthesis. In three proof-of-concept studies, we uncover different responses induced by the bromodomain inhibitor JQ1 versus a JQ1 proteolysis targeting chimera; we elucidate distinct modes of action of estrogen receptor modulators; and we comprehensively classify HSP90 clients based on their requirement for HSP90 constitutively or during synthesis, demonstrating that constitutive HSP90 clients have lower thermal stability than non-clients, have higher affinity for the chaperone, vary between cell types, and change upon external stimuli. These findings highlight the potential of mPDP to identify dynamically controlled degradation mechanisms in cellular systems.


Assuntos
Proteínas de Choque Térmico HSP90/metabolismo , Proteoma/análise , Proteômica/métodos , Azepinas/química , Azepinas/metabolismo , Azepinas/farmacologia , Linhagem Celular , Cromatografia Líquida de Alta Pressão , Análise por Conglomerados , Estradiol/farmacologia , Humanos , Marcação por Isótopo , Células Jurkat , Células MCF-7 , Proteínas de Neoplasias/metabolismo , Proteínas/antagonistas & inibidores , Proteínas/metabolismo , Proteólise/efeitos dos fármacos , Receptores de Estrogênio/metabolismo , Espectrometria de Massas em Tandem , Triazóis/química , Triazóis/metabolismo , Triazóis/farmacologia
11.
J Am Chem Soc ; 140(3): 932-939, 2018 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-29232121

RESUMO

Selective covalent inhibition of kinases by targeting poorly conserved cysteines has proven highly fruitful to date in the development of chemical probes and approved drugs. However, this approach is limited to ∼200 kinases possessing such a cysteine near the ATP-binding pocket. Herein, we report a novel approach to achieve selective, irreversible kinase inhibition, by targeting the conserved catalytic lysine residue. We have illustrated our approach by developing selective, covalent PI3Kδ inhibitors that exhibit nanomolar potency in cellular assays, and a duration of action >48 h in CD4+ T cells. Despite conservation of the lysine residue throughout the kinome, the lead compound shows high levels of selectivity over a selection of lipid and protein kinases in biochemical assays, as well as covalent binding to very few off-target proteins in live-cell proteomic studies. We anticipate this approach could offer a general strategy, as an alternative to targeting non-conserved cysteines, for the development of selective covalent kinase inhibitors.


Assuntos
Lisina/química , Fosfatidilinositol 3-Quinases/química , Inibidores de Fosfoinositídeo-3 Quinase , Inibidores de Proteínas Quinases/química , Inibidores de Proteínas Quinases/farmacologia , Animais , Domínio Catalítico/efeitos dos fármacos , Linhagem Celular , Classe I de Fosfatidilinositol 3-Quinases , Descoberta de Drogas , Humanos , Lisina/metabolismo , Camundongos , Simulação de Acoplamento Molecular , Fosfatidilinositol 3-Quinases/metabolismo , Proteômica
12.
Science ; 356(6345): 1397-1401, 2017 06 30.
Artigo em Inglês | MEDLINE | ID: mdl-28619718

RESUMO

The success of new therapies hinges on our ability to understand their molecular and cellular mechanisms of action. We modified BET bromodomain inhibitors, an epigenetic-based therapy, to create functionally conserved compounds that are amenable to click chemistry and can be used as molecular probes in vitro and in vivo. We used click proteomics and click sequencing to explore the gene regulatory function of BRD4 (bromodomain containing protein 4) and the transcriptional changes induced by BET inhibitors. In our studies of mouse models of acute leukemia, we used high-resolution microscopy and flow cytometry to highlight the heterogeneity of drug activity within tumor cells located in different tissue compartments. We also demonstrate the differential distribution and effects of BET inhibitors in normal and malignant cells in vivo. This study provides a potential framework for the preclinical assessment of a wide range of drugs.


Assuntos
Benzodiazepinas/uso terapêutico , Química Click , Sistemas de Liberação de Medicamentos , Epigenômica , Leucemia/tratamento farmacológico , Animais , Benzodiazepinas/farmacologia , Células Cultivadas , Modelos Animais de Doenças , Leucemia/patologia , Camundongos , Medicina de Precisão , Distribuição Tecidual , Fatores de Transcrição/antagonistas & inibidores
13.
Nat Chem Biol ; 12(11): 908-910, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27669419

RESUMO

We describe a two-dimensional thermal proteome profiling strategy that can be combined with an orthogonal chemoproteomics approach to enable comprehensive target profiling of the marketed histone deacetylase inhibitor panobinostat. The N-hydroxycinnamide moiety is identified as critical for potent and tetrahydrobiopterin-competitive inhibition of phenylalanine hydroxylase leading to increases in phenylalanine and decreases in tyrosine levels. These findings provide a rationale for adverse clinical observations and suggest repurposing of the drug for treatment of tyrosinemia.


Assuntos
Inibidores de Histona Desacetilases/farmacologia , Ácidos Hidroxâmicos/farmacologia , Indóis/farmacologia , Fenilalanina Hidroxilase/antagonistas & inibidores , Temperatura , Relação Dose-Resposta a Droga , Células Hep G2 , Inibidores de Histona Desacetilases/química , Humanos , Ácidos Hidroxâmicos/química , Indóis/química , Estrutura Molecular , Panobinostat , Fenilalanina Hidroxilase/química , Fenilalanina Hidroxilase/metabolismo , Relação Estrutura-Atividade
14.
Nat Methods ; 12(12): 1129-31, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26524241

RESUMO

We extended thermal proteome profiling to detect transmembrane protein-small molecule interactions in cultured human cells. When we assessed the effects of detergents on ATP-binding profiles, we observed shifts in denaturation temperature for ATP-binding transmembrane proteins. We also observed cellular thermal shifts in pervanadate-induced T cell-receptor signaling, delineating the membrane target CD45 and components of the downstream pathway, and with drugs affecting the transmembrane transporters ATP1A1 and MDR1.


Assuntos
Proteínas de Membrana/metabolismo , Proteoma/análise , Proteômica/métodos , Espectrometria de Massas em Tandem/métodos , Subfamília B de Transportador de Cassetes de Ligação de ATP/metabolismo , Células CACO-2 , Temperatura Alta , Humanos , Células Jurkat , Células K562 , Ligantes , Ligação Proteica , Estabilidade Proteica , Proteoma/metabolismo , Receptores de Antígenos de Linfócitos T/metabolismo , Bibliotecas de Moléculas Pequenas/farmacologia , ATPase Trocadora de Sódio-Potássio/metabolismo , Vanadatos/farmacologia
15.
J Med Chem ; 58(15): 6151-78, 2015 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-26230603

RESUMO

ATAD2 is a bromodomain-containing protein whose overexpression is linked to poor outcomes in a number of different cancer types. To date, no potent and selective inhibitors of the bromodomain have been reported. This article describes the structure-based optimization of a series of naphthyridones from micromolar leads with no selectivity over the BET bromodomains to inhibitors with sub-100 nM ATAD2 potency and 100-fold BET selectivity.


Assuntos
Adenosina Trifosfatases/antagonistas & inibidores , Proteínas de Ligação a DNA/antagonistas & inibidores , Naftiridinas/química , Naftiridinas/farmacologia , ATPases Associadas a Diversas Atividades Celulares , Adenosina Trifosfatases/química , Proteínas de Ligação a DNA/química , Modelos Moleculares , Estrutura Molecular
16.
Science ; 346(6205): 1255784, 2014 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-25278616

RESUMO

The thermal stability of proteins can be used to assess ligand binding in living cells. We have generalized this concept by determining the thermal profiles of more than 7000 proteins in human cells by means of mass spectrometry. Monitoring the effects of small-molecule ligands on the profiles delineated more than 50 targets for the kinase inhibitor staurosporine. We identified the heme biosynthesis enzyme ferrochelatase as a target of kinase inhibitors and suggest that its inhibition causes the phototoxicity observed with vemurafenib and alectinib. Thermal shifts were also observed for downstream effectors of drug treatment. In live cells, dasatinib induced shifts in BCR-ABL pathway proteins, including CRK/CRKL. Thermal proteome profiling provides an unbiased measure of drug-target engagement and facilitates identification of markers for drug efficacy and toxicity.


Assuntos
Antineoplásicos/farmacologia , Proteoma/efeitos dos fármacos , Proteômica/métodos , Adenosina Trifosfatases/metabolismo , Temperatura Alta , Humanos , Células K562 , Ligantes , Ligação Proteica , Desnaturação Proteica , Estabilidade Proteica
17.
Nat Chem Biol ; 8(6): 576-82, 2012 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-22544264

RESUMO

We devised a high-throughput chemoproteomics method that enabled multiplexed screening of 16,000 compounds against native protein and lipid kinases in cell extracts. Optimization of one chemical series resulted in CZC24832, which is to our knowledge the first selective inhibitor of phosphoinositide 3-kinase γ (PI3Kγ) with efficacy in in vitro and in vivo models of inflammation. Extensive target- and cell-based profiling of CZC24832 revealed regulation of interleukin-17-producing T helper cell (T(H)17) differentiation by PI3Kγ, thus reinforcing selective inhibition of PI3Kγ as a potential treatment for inflammatory and autoimmune diseases.


Assuntos
Anti-Inflamatórios não Esteroides/farmacologia , Diferenciação Celular/efeitos dos fármacos , Inibidores Enzimáticos/farmacologia , Interleucina-17/imunologia , Inibidores de Fosfoinositídeo-3 Quinase , Bibliotecas de Moléculas Pequenas/farmacologia , Linfócitos T Auxiliares-Indutores/efeitos dos fármacos , Animais , Anti-Inflamatórios não Esteroides/química , Anti-Inflamatórios não Esteroides/farmacocinética , Anti-Inflamatórios não Esteroides/uso terapêutico , Artrite Experimental/tratamento farmacológico , Artrite Experimental/imunologia , Artrite Experimental/patologia , Ligação Competitiva , Linhagem Celular , Movimento Celular/efeitos dos fármacos , Classe Ib de Fosfatidilinositol 3-Quinase , Descoberta de Drogas , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacocinética , Inibidores Enzimáticos/uso terapêutico , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos DBA , Estrutura Molecular , Ratos , Ratos Wistar , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacocinética , Bibliotecas de Moléculas Pequenas/uso terapêutico , Relação Estrutura-Atividade , Linfócitos T Auxiliares-Indutores/citologia , Linfócitos T Auxiliares-Indutores/enzimologia , Linfócitos T Auxiliares-Indutores/imunologia
18.
Nat Biotechnol ; 25(1): 125-31, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-17195840

RESUMO

Mass spectrometry-based quantitative proteomics has become an important component of biological and clinical research. Although such analyses typically assume that a protein's peptide fragments are observed with equal likelihood, only a few so-called 'proteotypic' peptides are repeatedly and consistently identified for any given protein present in a mixture. Using >600,000 peptide identifications generated by four proteomic platforms, we empirically identified >16,000 proteotypic peptides for 4,030 distinct yeast proteins. Characteristic physicochemical properties of these peptides were used to develop a computational tool that can predict proteotypic peptides for any protein from any organism, for a given platform, with >85% cumulative accuracy. Possible applications of proteotypic peptides include validation of protein identifications, absolute quantification of proteins, annotation of coding sequences in genomes, and characterization of the physical principles governing key elements of mass spectrometric workflows (e.g., digestion, chromatography, ionization and fragmentation).


Assuntos
Algoritmos , Perfilação da Expressão Gênica/métodos , Espectrometria de Massas/métodos , Mapeamento de Peptídeos/métodos , Peptídeos/química , Proteoma/química , Análise de Sequência de Proteína/métodos , Peptídeos/análise , Proteoma/análise
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