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1.
Nat Chem Biol ; 19(1): 18-27, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36109648

RESUMO

Phosphatidylinositol 3-kinase type 2α (PI3KC2α) and related class II PI3K isoforms are of increasing biomedical interest because of their crucial roles in endocytic membrane dynamics, cell division and signaling, angiogenesis, and platelet morphology and function. Herein we report the development and characterization of PhosphatidylInositol Three-kinase Class twO INhibitors (PITCOINs), potent and highly selective small-molecule inhibitors of PI3KC2α catalytic activity. PITCOIN compounds exhibit strong selectivity toward PI3KC2α due to their unique mode of interaction with the ATP-binding site of the enzyme. We demonstrate that acute inhibition of PI3KC2α-mediated synthesis of phosphatidylinositol 3-phosphates by PITCOINs impairs endocytic membrane dynamics and membrane remodeling during platelet-dependent thrombus formation. PITCOINs are potent and selective cell-permeable inhibitors of PI3KC2α function with potential biomedical applications ranging from thrombosis to diabetes and cancer.


Assuntos
Fosfatidilinositol 3-Quinase , Fosfatidilinositol 3-Quinases , Fosfatidilinositol 3-Quinases/metabolismo , Fosfatidilinositóis , Fosfatos de Fosfatidilinositol/metabolismo
2.
Chembiochem ; 24(24): e202300555, 2023 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-37769151

RESUMO

Uridine diphosphate N-acetylglucosamine 2-epimerase (GNE) is a key enzyme in the sialic acid biosynthesis pathway. Sialic acids are primarily terminal carbohydrates on glycans and play fundamental roles in health and disease. In search of effective GNE inhibitors not based on a carbohydrate scaffold, we performed a high-throughput screening campaign of 68,640 drug-like small molecules against recombinant GNE using a UDP detection assay. We validated nine of the primary actives with an orthogonal real-time NMR assay and verified their IC50 values in the low micromolar to nanomolar range manually. Stability and solubility studies revealed three compounds for further evaluation. Thermal shift assays, analytical size exclusion, and interferometric scattering microscopy demonstrated that the GNE inhibitors acted on the oligomeric state of the protein. Finally, hydrogen-deuterium exchange mass spectrometry (HDX-MS) revealed which sections of GNE were shifted upon the addition of the inhibitors. In summary, we have identified three small molecules as GNE inhibitors with high potency in vitro, which serve as promising candidates to modulate sialic acid biosynthesis in more complex systems.


Assuntos
Carboidratos Epimerases , Ácido N-Acetilneuramínico , Humanos , Carboidratos Epimerases/química , Carboidratos Epimerases/metabolismo , Ácidos Siálicos/química , Carboidratos , Polissacarídeos
3.
PLoS Biol ; 15(6): e2000784, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28570591

RESUMO

MACC1 (Metastasis Associated in Colon Cancer 1) is a key driver and prognostic biomarker for cancer progression and metastasis in a large variety of solid tumor types, particularly colorectal cancer (CRC). However, no MACC1 inhibitors have been identified yet. Therefore, we aimed to target MACC1 expression using a luciferase reporter-based high-throughput screening with the ChemBioNet library of more than 30,000 compounds. The small molecules lovastatin and rottlerin emerged as the most potent MACC1 transcriptional inhibitors. They remarkably inhibited MACC1 promoter activity and expression, resulting in reduced cell motility. Lovastatin impaired the binding of the transcription factors c-Jun and Sp1 to the MACC1 promoter, thereby inhibiting MACC1 transcription. Most importantly, in CRC-xenografted mice, lovastatin and rottlerin restricted MACC1 expression and liver metastasis. This is-to the best of our knowledge-the first identification of inhibitors restricting cancer progression and metastasis via the novel target MACC1. This drug repositioning might be of therapeutic value for CRC patients.


Assuntos
Acetofenonas/uso terapêutico , Antineoplásicos/uso terapêutico , Benzopiranos/uso terapêutico , Neoplasias Colorretais/tratamento farmacológico , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Fatores de Transcrição/antagonistas & inibidores , Desacopladores/uso terapêutico , Acetofenonas/efeitos adversos , Acetofenonas/química , Acetofenonas/farmacologia , Animais , Antineoplásicos/efeitos adversos , Antineoplásicos/química , Antineoplásicos/farmacologia , Benzopiranos/efeitos adversos , Benzopiranos/química , Benzopiranos/farmacologia , Sítios de Ligação , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Feminino , Genes Reporter/efeitos dos fármacos , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/química , Inibidores de Hidroximetilglutaril-CoA Redutases/farmacologia , Neoplasias Hepáticas Experimentais/prevenção & controle , Neoplasias Hepáticas Experimentais/secundário , Camundongos SCID , Simulação de Acoplamento Molecular , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/química , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Regiões Promotoras Genéticas/efeitos dos fármacos , Distribuição Aleatória , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Bibliotecas de Moléculas Pequenas , Transativadores , Fatores de Transcrição/química , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Carga Tumoral/efeitos dos fármacos , Desacopladores/efeitos adversos , Desacopladores/química , Desacopladores/farmacologia , Ensaios Antitumorais Modelo de Xenoenxerto
4.
J Comput Aided Mol Des ; 34(7): 731-746, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32297073

RESUMO

In drug development, late stage toxicity issues of a compound are the main cause of failure in clinical trials. In silico methods are therefore of high importance to guide the early design process to reduce time, costs and animal testing. Technical advances and the ever growing amount of available toxicity data enabled machine learning, especially neural networks, to impact the field of predictive toxicology. In this study, cytotoxicity prediction, one of the earliest handles in drug discovery, is investigated using a deep learning approach trained on a highly consistent in-house data set of over 34,000 compounds with a share of less than 5% of cytotoxic molecules. The model reached a balanced accuracy of over 70%, similar to previously reported studies using Random Forest. Albeit yielding good results, neural networks are often described as a black box lacking deeper mechanistic understanding of the underlying model. To overcome this absence of interpretability, a Deep Taylor Decomposition method is investigated to identify substructures that may be responsible for the cytotoxic effects, the so-called toxicophores. Furthermore, this study introduces cytotoxicity maps which provide a visual structural interpretation of the relevance of these substructures. Using this approach could be helpful in drug development to predict the potential toxicity of a compound as well as to generate new insights into the toxic mechanism. Moreover, it could also help to de-risk and optimize compounds.


Assuntos
Citotoxinas/química , Citotoxinas/toxicidade , Aprendizado Profundo , Descoberta de Drogas/métodos , Sobrevivência Celular/efeitos dos fármacos , Desenho Assistido por Computador , Desenho de Fármacos , Descoberta de Drogas/estatística & dados numéricos , Células HEK293 , Células Hep G2 , Humanos , Modelos Biológicos , Redes Neurais de Computação , Bibliotecas de Moléculas Pequenas , Software , Toxicologia/estatística & dados numéricos
5.
Blood ; 129(1): 71-81, 2017 01 05.
Artigo em Inglês | MEDLINE | ID: mdl-27733358

RESUMO

Classical Hodgkin lymphoma (cHL), although originating from B cells, is characterized by the virtual lack of gene products whose expression constitutes the B-cell phenotype. Epigenetic repression of B-cell-specific genes via promoter hypermethylation and histone deacetylation as well as compromised expression of B-cell-committed transcription factors were previously reported to contribute to the lost B-cell phenotype in cHL. Restoring the B-cell phenotype may not only correct a central malignant property, but it may also render cHL susceptible to clinically established antibody therapies targeting B-cell surface receptors or small compounds interfering with B-cell receptor signaling. We conducted a high-throughput pharmacological screening based on >28 000 compounds in cHL cell lines carrying a CD19 reporter to identify drugs that promote reexpression of the B-cell phenotype. Three chemicals were retrieved that robustly enhanced CD19 transcription. Subsequent chromatin immunoprecipitation-based analyses indicated that action of 2 of these compounds was associated with lowered levels of the transcriptionally repressive lysine 9-trimethylated histone H3 mark at the CD19 promoter. Moreover, the antileukemia agents all-trans retinoic acid and arsenic trioxide (ATO) were found to reconstitute the silenced B-cell transcriptional program and reduce viability of cHL cell lines. When applied in combination with a screening-identified chemical, ATO evoked reexpression of the CD20 antigen, which could be further therapeutically exploited by enabling CD20 antibody-mediated apoptosis of cHL cells. Furthermore, restoration of the B-cell phenotype also rendered cHL cells susceptible to the B-cell non-Hodgkin lymphoma-tailored small-compound inhibitors ibrutinib and idelalisib. In essence, we report here a conceptually novel, redifferentiation-based treatment strategy for cHL.


Assuntos
Antineoplásicos/farmacologia , Linfócitos B/imunologia , Diferenciação Celular/efeitos dos fármacos , Doença de Hodgkin/imunologia , Transcriptoma/efeitos dos fármacos , Antígenos CD19/imunologia , Antígenos CD20/imunologia , Linfócitos B/efeitos dos fármacos , Imunoprecipitação da Cromatina , Citometria de Fluxo , Ensaios de Triagem em Larga Escala , Humanos , Fenótipo , Reação em Cadeia da Polimerase , Células Tumorais Cultivadas
6.
Chembiochem ; 18(13): 1279-1285, 2017 07 04.
Artigo em Inglês | MEDLINE | ID: mdl-28346741

RESUMO

N-Acetylmannosamine kinase (MNK) plays a key role in the biosynthesis of sialic acids and glycosylation of proteins. Sialylated glycoconjugates affect a large number of biological processes, including immune modulation and cancer transformation. In search of effective inhibitors of MNK we applied high-throughput screening of drug-like small molecules. By applying different orthogonal assays for their validation we identified four potential MNK-specific inhibitors with IC50 values in the low-micromolar range. Molecular modelling of the inhibitors into the active site of MNK supports their binding to the sugar or the ATP-binding pocket of the enzyme or both. These compounds are promising for downregulation of the sialic acid content of glycoconjugates and for studying the functional contribution of sialic acids to disease development.


Assuntos
Inibidores Enzimáticos/química , Fatores Imunológicos/química , Fosfotransferases (Aceptor do Grupo Álcool)/antagonistas & inibidores , Ácidos Siálicos/química , Bibliotecas de Moléculas Pequenas/química , Trifosfato de Adenosina/química , Motivos de Aminoácidos , Domínio Catalítico , Clonagem Molecular , Escherichia coli/genética , Escherichia coli/metabolismo , Expressão Gênica , Glicosilação , Ensaios de Triagem em Larga Escala , Humanos , Cinética , Simulação de Acoplamento Molecular , Fosfotransferases (Aceptor do Grupo Álcool)/química , Fosfotransferases (Aceptor do Grupo Álcool)/genética , Fosfotransferases (Aceptor do Grupo Álcool)/metabolismo , Ligação Proteica , Domínios e Motivos de Interação entre Proteínas , Estrutura Secundária de Proteína , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Especificidade por Substrato
7.
Angew Chem Int Ed Engl ; 56(49): 15746-15750, 2017 12 04.
Artigo em Inglês | MEDLINE | ID: mdl-28906057

RESUMO

The Staphylococcus aureus ClpXP protease is an important regulator of cell homeostasis and virulence. We utilized a high-throughput screen against the ClpXP complex and identified a specific inhibitor of the ClpX chaperone that disrupts its oligomeric state. Synthesis of 34 derivatives revealed that the molecular scaffold is restrictive for diversification, with only minor changes tolerated. Subsequent analysis of the most active compound revealed strong attenuation of S. aureus toxin production, which was quantified with a customized MS-based assay platform. Transcriptome and whole-proteome studies further confirmed the global reduction of virulence and revealed characteristic signatures of protein expression in the compound-treated cells. Although these partially matched the pattern of ClpX knockout cells, further depletion of toxins was observed, leading to the intriguing perspective that additional virulence pathways may be directly or indirectly addressed by the small molecule.


Assuntos
Proteínas de Bactérias/antagonistas & inibidores , Endopeptidase Clp/antagonistas & inibidores , Staphylococcus aureus Resistente à Meticilina/efeitos dos fármacos , Staphylococcus aureus Resistente à Meticilina/patogenicidade , Inibidores de Proteases/farmacologia , Proteínas de Bactérias/metabolismo , Relação Dose-Resposta a Droga , Endopeptidase Clp/deficiência , Endopeptidase Clp/metabolismo , Ensaios de Triagem em Larga Escala , Staphylococcus aureus Resistente à Meticilina/metabolismo , Estrutura Molecular , Inibidores de Proteases/química , Relação Estrutura-Atividade , Virulência
8.
Mol Divers ; 18(3): 483-95, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24687389

RESUMO

The layout of multipurpose screening libraries must address criteria for the compounds such as novelty, diversity potential, innovative design, and last but not least synthetic tractability. While academic compound collections are often innovative, novel, and highly divers, synthesis of analogs or larger substance quantities is often hampered by complex multistep syntheses with low overall yields. In addition, covalently binding compounds and interaction motifs designed to bind metal ions were discriminated against by the paradigm that these interaction types must almost inevitably lead to toxic effects. We would like to challenge this hypothesis. The lack of such interactions could be a reason for frequent failure in the disclosure of hits for hitherto undruggable target proteins using commercially available screening collections. Thus, easily synthesizable screening candidates equipped to bind covalently to nucleophiles or to metalloenzymes by chelation are under-represented in public access screening libraries. Within this work, we present the synthesis and deposition of 88 compounds with five distinct functional classes, each of which features under-represented screening motifs, for example, metal ion complexation, reversible covalent binding, or halogen bonding. The collection includes acetohydrazides, acylhydrazones, propylene glycol ethers, 2-cyanoacetamides, and 2-cyanoacrylamides. The rational for the synthesis of most of the compounds was recently published by our group and is now supplemented by additional compounds reported here for the first time. The public access disposition enables academic research groups to collectively expand the druggable space and interdisciplinary collaborate within the scientific field.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Bibliotecas de Moléculas Pequenas/síntese química , Bibliotecas de Moléculas Pequenas/farmacologia , Técnicas de Química Sintética , Comportamento Cooperativo , Compostos Orgânicos/síntese química , Compostos Orgânicos/química , Compostos Orgânicos/farmacologia , Bibliotecas de Moléculas Pequenas/química
9.
J Am Soc Nephrol ; 24(5): 744-58, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23559583

RESUMO

In the principal cells of the renal collecting duct, arginine vasopressin (AVP) stimulates the synthesis of cAMP, leading to signaling events that culminate in the phosphorylation of aquaporin-2 water channels and their redistribution from intracellular domains to the plasma membrane via vesicular trafficking. The molecular mechanisms that control aquaporin-2 trafficking and the consequent water reabsorption, however, are not completely understood. Here, we used a cell-based assay and automated immunofluorescence microscopy to screen 17,700 small molecules for inhibitors of the cAMP-dependent redistribution of aquaporin-2. This approach identified 17 inhibitors, including 4-acetyldiphyllin, a selective blocker of vacuolar H(+)-ATPase that increases the pH of intracellular vesicles and causes accumulation of aquaporin-2 in the Golgi compartment. Although 4-acetyldiphyllin did not inhibit forskolin-induced increases in cAMP formation and downstream activation of protein kinase A (PKA), it did prevent cAMP/PKA-dependent phosphorylation at serine 256 of aquaporin-2, which triggers the redistribution to the plasma membrane. It did not, however, prevent cAMP-induced changes to the phosphorylation status at serines 261 or 269. Last, we identified the fungicide fluconazole as an inhibitor of cAMP-mediated redistribution of aquaporin-2, but its target in this pathway remains unknown. In conclusion, our screening approach provides a method to begin dissecting molecular mechanisms underlying AVP-mediated water reabsorption, evidenced by our identification of 4-acetyldiphyllin as a modulator of aquaporin-2 trafficking.


Assuntos
Aquaporina 2/metabolismo , Benzodioxóis/farmacologia , Benzofuranos/farmacologia , ATPases Vacuolares Próton-Translocadoras/antagonistas & inibidores , Animais , Células Cultivadas , Colforsina/farmacologia , AMP Cíclico/fisiologia , Fluconazol/farmacologia , Complexo de Golgi/metabolismo , Ensaios de Triagem em Larga Escala , Humanos , Camundongos , Microscopia de Fluorescência , Fosforilação , Transporte Proteico/efeitos dos fármacos , Ratos
10.
Ther Umsch ; 71(10): 599-607, 2014 Oct.
Artigo em Alemão | MEDLINE | ID: mdl-25257114

RESUMO

Digital media are indispensable in school, profession, family and leisure time. 1 to 6 % of all users show dsyfunctional ans addictive patterns, first of all in online and "social" media. In Switzerland over 80 % of young people own a smartphone and "pocket internet". Time of interaction with online-media (hours/day), as well as peer group pattern are markers for risk of addiction. Active music making and sports are protective factors. Family physicians are important in early recognition of "internet addictive disease". Care-givers with special experience in this field are often successful in reducing time of harmful interaction with the internet. Internet addictive disease is not yet classified in ICD and DSM-5 lists, even though it is an increasing reality.


Assuntos
Comportamento Aditivo/diagnóstico , Comportamento Aditivo/psicologia , Internet , Adolescente , Adulto , Comportamento Aditivo/epidemiologia , Comportamento Aditivo/reabilitação , Comorbidade , Aconselhamento , Estudos Transversais , Diagnóstico Precoce , Intervenção Médica Precoce , Medicina de Família e Comunidade , Feminino , Humanos , Masculino , Modelos Psicológicos , Motivação , Relações Médico-Paciente , Fatores de Risco , Fatores Sexuais , Suíça , Adulto Jovem
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