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2.
Bioeng Transl Med ; 8(5): e10541, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37693068

RESUMO

Multiple studies have shown that the progression of breast cancer depends on multiple signaling pathways, suggesting that therapies with multitargeted anticancer agents will offer improved therapeutic benefits through synergistic effects in inhibiting cancer growth. Dual-targeted inhibitors of phosphoinositide 3-kinase (PI3-K) and histone deacetylase (HDAC) have emerged as promising cancer therapy candidates. However, poor aqueous solubility and bioavailability limited their efficacy in cancer. The present study investigates the encapsulation of a PI3-Kδ/HDAC6 dual inhibitor into hybrid block copolymers (polylactic acid-methoxy polyethylene glycol; polylactic acid-polyethylene glycol-polypropylene glycol-polyethylene glycol-polylactic acid) (HSB-510) as a delivery system to target PI3-Kδ and HDAC6 pathways in breast cancer cells. The prepared HSB-510 showed an average diameter of 96 ± 3 nm, a zeta potential of -17 ± 2 mV, and PDI of ˂0.1 with a slow and sustained release profile of PI3-Kδ/HDAC6 inhibitors in a nonphysiological buffer. In vitro studies with HSB-510 have demonstrated substantial growth inhibition of breast cancer cell lines, MDA-MB-468, SUM-149, MCF-7, and Ehrlich ascites carcinoma (EAC) as well as downregulation of phospho-AKT, phospho-ERK, and c-Myc levels. Importantly, bi-weekly treatment of Balb/c wild-type mice harboring EAC cells with HSB-510 at a dose of 25 mg/kg resulted in significant tumor growth inhibition. The treatment with HSB-510 was without any significant effect on the body weights of the mice. These results demonstrate that a novel Quatramer encapsulation of a PI3-Kδ/HDAC6 dual inhibitor (HSB-510) represents an approach for the successful targeting of breast cancer and potentially other cancer types.

3.
Commun Biol ; 6(1): 856, 2023 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-37591946

RESUMO

Canine osteosarcoma is increasingly recognized as an informative model for human osteosarcoma. Here we show in one of the largest clinically annotated canine osteosarcoma transcriptional datasets that two previously reported, as well as de novo gene signatures devised through single sample Gene Set Enrichment Analysis (ssGSEA), have prognostic utility in both human and canine patients. Shared molecular pathway alterations are seen in immune cell signaling and activation including TH1 and TH2 signaling, interferon signaling, and inflammatory responses. Virtual cell sorting to estimate immune cell populations within canine and human tumors showed similar trends, predominantly for macrophages and CD8+ T cells. Immunohistochemical staining verified the increased presence of immune cells in tumors exhibiting immune gene enrichment. Collectively these findings further validate naturally occurring osteosarcoma of the pet dog as a translationally relevant patient model for humans and improve our understanding of the immunologic and genomic landscape of the disease in both species.


Assuntos
Neoplasias Ósseas , Osteossarcoma , Humanos , Animais , Cães , Prognóstico , Transcriptoma , Genômica , Osteossarcoma/genética , Osteossarcoma/veterinária , Neoplasias Ósseas/genética , Neoplasias Ósseas/veterinária
4.
Elife ; 122023 03 28.
Artigo em Inglês | MEDLINE | ID: mdl-36975211

RESUMO

Ciliopathies manifest from sensory abnormalities to syndromic disorders with multi-organ pathologies, with retinal degeneration a highly penetrant phenotype. Photoreceptor cell death is a major cause of incurable blindness in retinal ciliopathies. To identify drug candidates to maintain photoreceptor survival, we performed an unbiased, high-throughput screening of over 6000 bioactive small molecules using retinal organoids differentiated from induced pluripotent stem cells (iPSC) of rd16 mouse, which is a model of Leber congenital amaurosis (LCA) type 10 caused by mutations in the cilia-centrosomal gene CEP290. We identified five non-toxic positive hits, including the lead molecule reserpine, which maintained photoreceptor development and survival in rd16 organoids. Reserpine also improved photoreceptors in retinal organoids derived from induced pluripotent stem cells of LCA10 patients and in rd16 mouse retina in vivo. Reserpine-treated patient organoids revealed modulation of signaling pathways related to cell survival/death, metabolism, and proteostasis. Further investigation uncovered dysregulation of autophagy associated with compromised primary cilium biogenesis in patient organoids and rd16 mouse retina. Reserpine partially restored the balance between autophagy and the ubiquitin-proteasome system at least in part by increasing the cargo adaptor p62, resulting in improved primary cilium assembly. Our study identifies effective drug candidates in preclinical studies of CEP290 retinal ciliopathies through cross-species drug discovery using iPSC-derived organoids, highlights the impact of proteostasis in the pathogenesis of ciliopathies, and provides new insights for treatments of retinal neurodegeneration.


Leber congenital amaurosis (LCA) is an inherited disease that affects the eyes and causes sight loss in early childhood, which generally gets worse over time. Individuals with this condition have genetic mutations that result in the death of light-sensitive cells, known as photoreceptors, in a region called the retina at the back of the eye. Patients carrying a genetic change in the gene CEP290 account for 20-25% of all LCA. At present, treatment options are only available for a limited number of patients with LCA. One option is to use small molecules as drugs that may target or bypass the faulty processes within the eye to help the photoreceptors survive in many different forms of LCA and other retinal diseases. However, over 90% of new drug candidates fail the first phase of clinical trials for human diseases. This in part due to the candidates having been developed using cell cultures or animal models that do not faithfully reflect how the human body works. Recent advances in cell and developmental biology are now enabling researchers to use stem cells derived from humans to grow retina tissues in a dish in the laboratory. These tissues, known as retinal organoids, behave in a more similar way to retinas in human eyes than those of traditional animal models. However, the methods for making and maintaining human retinal organoids are time-consuming and labor-intensive, which has so far limited their use in the search for new therapies. To address this challenge, Chen et al. developed a large-scale approach to grow retinal organoids from rd16 mutant mice stem cells (which are a good model for LCA caused by mutations to CEP290) and used the photoreceptors from these organoids to screen over 6,000 existing drugs for their ability to promote the survival of photoreceptors. The experiments found that the drug reserpine, which was previously approved to treat high blood pressure, also helped photoreceptors to survive in the diseased organoids. Reserpine also had a similar effect in retinal organoids derived from human patients with LCA and in the rd16 mice themselves. Further experiments suggest that reserpine may help patients with LCA by partially restoring a process by which the body destroys and recycles old and damaged proteins in the cells. The next steps following on from this work will be to perform further tests to demonstrate that this use of reserpine is safe to enter clinical trials as a treatment for LCA and other similar eye diseases.


Assuntos
Ciliopatias , Reserpina , Camundongos , Animais , Reserpina/farmacologia , Reserpina/metabolismo , Proteostase , Antígenos de Neoplasias/genética , Proteínas do Citoesqueleto/metabolismo , Retina/metabolismo , Células Fotorreceptoras/metabolismo , Ciliopatias/tratamento farmacológico , Ciliopatias/genética , Ciliopatias/metabolismo
5.
PLoS Comput Biol ; 17(9): e1009450, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34570764

RESUMO

Understanding relationships between spontaneous cancer in companion (pet) canines and humans can facilitate biomarker and drug development in both species. Towards this end we developed an experimental-bioinformatic protocol that analyzes canine transcriptomics data in the context of existing human data to evaluate comparative relevance of canine to human cancer. We used this protocol to characterize five canine cancers: melanoma, osteosarcoma, pulmonary carcinoma, B- and T-cell lymphoma, in 60 dogs. We applied an unsupervised, iterative clustering method that yielded five co-expression modules and found that each cancer exhibited a unique module expression profile. We constructed cancer models based on the co-expression modules and used the models to successfully classify the canine data. These canine-derived models also successfully classified human tumors representing the same cancers, indicating shared cancer biology between canines and humans. Annotation of the module genes identified cancer specific pathways relevant to cells-of-origin and tumor biology. For example, annotations associated with melanin production (PMEL, GPNMB, and BACE2), synthesis of bone material (COL5A2, COL6A3, and COL12A1), synthesis of pulmonary surfactant (CTSH, LPCAT1, and NAPSA), ribosomal proteins (RPL8, RPS7, and RPLP0), and epigenetic regulation (EDEM1, PTK2B, and JAK1) were unique to melanoma, osteosarcoma, pulmonary carcinoma, B- and T-cell lymphoma, respectively. In total, 152 biomarker candidates were selected from highly expressing modules for each cancer type. Many of these biomarker candidates are under-explored as drug discovery targets and warrant further study. The demonstrated transferability of classification models from canines to humans enforces the idea that tumor biology, biomarker targets, and associated therapeutics, discovered in canines, may translate to human medicine.


Assuntos
Doenças do Cão/genética , Redes Reguladoras de Genes , Neoplasias/genética , Neoplasias/veterinária , Animais , Biomarcadores Tumorais/genética , Neoplasias Ósseas/genética , Neoplasias Ósseas/veterinária , Biologia Computacional , Doenças do Cão/classificação , Cães , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/veterinária , Linfoma de Células B/genética , Linfoma de Células B/veterinária , Linfoma de Células T/genética , Linfoma de Células T/veterinária , Melanoma/genética , Melanoma/veterinária , Anotação de Sequência Molecular , Terapia de Alvo Molecular , Neoplasias/classificação , Oncogenes , Osteossarcoma/genética , Osteossarcoma/veterinária , Especificidade da Espécie , Pesquisa Translacional Biomédica
6.
J Med Chem ; 63(8): 4256-4292, 2020 04 23.
Artigo em Inglês | MEDLINE | ID: mdl-32212730

RESUMO

A series of quinazolin-4-one based hydroxamic acids was rationally designed and synthesized as novel dual PI3K/HDAC inhibitors by incorporating an HDAC pharmacophore into a PI3K inhibitor (Idelalisib) via an optimized linker. Several of these dual inhibitors were highly potent (IC50 < 10 nM) and selective against PI3Kγ, δ and HDAC6 enzymes and exhibited good antiproliferative activity against multiple cancer cell lines. The lead compound 48c, induced necrosis in several mutant and FLT3-resistant AML cell lines and primary blasts from AML patients, while showing no cytotoxicity against normal PBMCs, NIH3T3, and HEK293 cells. Target engagement of PI3Kδ and HDAC6 by 48c was demonstrated in MV411 cells using the cellular thermal shift assay (CETSA). Compound 48c showed good pharmacokinetics properties in mice via intraperitoneal (ip) administration and provides a means to examine the biological effects of inhibiting these two important enzymes with a single molecule, either in vitro or in vivo.


Assuntos
Desenho de Fármacos , Inibidores de Histona Desacetilases/síntese química , Ácidos Hidroxâmicos/síntese química , Fosfatidilinositol 3-Quinases/metabolismo , Inibidores de Fosfoinositídeo-3 Quinase/síntese química , Quinazolinonas/síntese química , Animais , Linhagem Celular Tumoral , Avaliação Pré-Clínica de Medicamentos/métodos , Feminino , Células HEK293 , Inibidores de Histona Desacetilases/farmacologia , Humanos , Ácidos Hidroxâmicos/farmacologia , Camundongos , Camundongos Endogâmicos BALB C , Inibidores de Fosfoinositídeo-3 Quinase/farmacologia , Estrutura Terciária de Proteína , Quinazolinonas/farmacologia , Ratos
7.
J Clin Invest ; 130(4): 2017-2023, 2020 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-32149729

RESUMO

Tyrosine kinase domain (TKD) mutations contribute to acquired resistance to FMS-like tyrosine kinase 3 (FLT3) inhibitors used to treat FLT3-mutant acute myeloid leukemia (AML). We report a cocrystal structure of FLT3 with a type I inhibitor, NCGC1481, that retained potent binding and activity against FLT3 TKD and gatekeeper mutations. Relative to the current generation of advanced FLT3 inhibitors, NCGC1481 exhibited superior antileukemic activity against the common, clinically relevant FLT3-mutant AML cells in vitro and in vivo.


Assuntos
Sistemas de Liberação de Medicamentos , Leucemia Mieloide Aguda , Mutação , Inibidores de Proteínas Quinases/farmacologia , Tirosina Quinase 3 Semelhante a fms , Animais , Humanos , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/enzimologia , Camundongos , Tirosina Quinase 3 Semelhante a fms/antagonistas & inibidores , Tirosina Quinase 3 Semelhante a fms/genética , Tirosina Quinase 3 Semelhante a fms/metabolismo
8.
Sci Transl Med ; 11(508)2019 09 04.
Artigo em Inglês | MEDLINE | ID: mdl-31484791

RESUMO

Targeted inhibitors to oncogenic kinases demonstrate encouraging clinical responses early in the treatment course; however, most patients will relapse because of target-dependent mechanisms that mitigate enzyme-inhibitor binding or through target-independent mechanisms, such as alternate activation of survival and proliferation pathways, known as adaptive resistance. Here, we describe mechanisms of adaptive resistance in FMS-like receptor tyrosine kinase (FLT3)-mutant acute myeloid leukemia (AML) by examining integrative in-cell kinase and gene regulatory network responses after oncogenic signaling blockade by FLT3 inhibitors (FLT3i). We identified activation of innate immune stress response pathways after treatment of FLT3-mutant AML cells with FLT3i and showed that innate immune pathway activation via the interleukin-1 receptor-associated kinase 1 and 4 (IRAK1/4) complex contributes to adaptive resistance in FLT3-mutant AML cells. To overcome this adaptive resistance mechanism, we developed a small molecule that simultaneously inhibits FLT3 and IRAK1/4 kinases. The multikinase FLT3-IRAK1/4 inhibitor eliminated adaptively resistant FLT3-mutant AML cells in vitro and in vivo and displayed superior efficacy as compared to current targeted FLT3 therapies. These findings uncover a polypharmacologic strategy for overcoming adaptive resistance to therapy in AML by targeting immune stress response pathways.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/imunologia , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Duplicação Gênica , Humanos , Imunidade Inata/efeitos dos fármacos , Quinases Associadas a Receptores de Interleucina-1/metabolismo , Leucemia Mieloide Aguda/genética , Transdução de Sinais/efeitos dos fármacos , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/farmacologia , Relação Estrutura-Atividade , Ensaios Antitumorais Modelo de Xenoenxerto , Tirosina Quinase 3 Semelhante a fms/antagonistas & inibidores , Tirosina Quinase 3 Semelhante a fms/genética , Tirosina Quinase 3 Semelhante a fms/metabolismo
9.
Mol Cancer Ther ; 18(7): 1265-1277, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31092562

RESUMO

Targeting of extrinsic apoptosis pathway by TNF-related apoptosis-inducing ligand (TRAIL) is an attractive approach for cancer therapy. However, two TRAIL drug candidates failed in clinical trials due to lack of efficacy. We identified 17-hydroxy wortmannin (17-HW) in a drug repurposing screen that resensitized TRAIL's response in the resistant colon cancer cells. The deficiency of caspase-8 in drug-resistant cells along with defects in apoptotic cell death was corrected by 17-HW, an inhibitor of PIK3C3-beclin 1 (BECN1) complex and autophagy activity. Further study found that BECN1 significantly increased in the TRAIL-resistant cells, resulting in increased autophagosome formation and enhanced autophagy flux. The extracellular domain (ECD) of BECN1 directly bound to the caspase-8 catalytic subunit (p10), leading to sequestration of caspase-8 in the autophagosome and its subsequent degradation. Inhibition of BECN1 restored the caspase-8 level and TRAIL's apoptotic response in the resistant colon cancer cells. An analysis of 120 colon cancer patient tissues revealed a correlation of a subgroup of patients (30.8%, 37/120) who have high BECN1 level and low caspase-8 level with a poor survival rate. Our study demonstrates that the increased BECN1 accompanied by enhanced autophagy activity is responsible for the TRAIL resistance, and a combination of TRAIL with a PIK3C3-BECN1 inhibitor is a promising therapeutic approach for the treatment of colon cancer.


Assuntos
Proteína Beclina-1/metabolismo , Neoplasias do Colo/genética , Ligante Indutor de Apoptose Relacionado a TNF/metabolismo , Wortmanina/metabolismo , Autofagia , Linhagem Celular Tumoral , Humanos , Transfecção
10.
Malar J ; 16(1): 147, 2017 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-28407766

RESUMO

BACKGROUND: Blocking malaria transmission is an important step in eradicating malaria. In the field, transmission requires the production of sexual stage Plasmodium parasites, called gametocytes, which are not effectively killed by the commonly used anti-malarials allowing individuals to remain infectious after clearance of asexual parasites. METHODS: To identify new gametocytocidal compounds, a library of 45,056 compounds with diverse structures was screened using a high throughput gametocyte viability assay. The characteristics of active hits were further evaluated against asexual stage parasites in a growth inhibition assay. Their cytotoxicity were tested against mammalian cells in a cytotoxicity assay. The chemical scaffold similarity of active hits were studied using scaffold cluster analysis. RESULTS: A set of 23 compounds were identified and further confirmed for their activity against gametocytes. All the 23 confirmed compounds possess dual-activities against both gametocytes responsible for human to mosquito transmission and asexual parasites that cause the clinical symptoms. Three of these compounds were fourfold more active against gametocytes than asexual parasites. Further cheminformatic analysis revealed three sets of novel scaffolds, including highly selective 4-1H-pyrazol-5-yl piperidine analogs. CONCLUSIONS: This study revealed important new structural scaffolds that can be used as starting points for dual activity anti-malarial drug development.


Assuntos
Antimaláricos/isolamento & purificação , Antimaláricos/farmacologia , Avaliação Pré-Clínica de Medicamentos/métodos , Ensaios de Triagem em Larga Escala , Plasmodium falciparum/efeitos dos fármacos , Antimaláricos/química , Antimaláricos/toxicidade , Sobrevivência Celular/efeitos dos fármacos , Células Hep G2 , Humanos , Concentração Inibidora 50 , Estrutura Molecular
11.
Antiviral Res ; 137: 165-172, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27890675

RESUMO

Although a group of FDA-approved drugs were previously identified with activity against Ebola virus (EBOV), most of them are not clinically useful because their human blood concentrations are not high enough to inhibit EBOV infection. We screened 795 unique three-drug combinations in an EBOV entry assay. Two sets of three-drug combinations, toremifene-mefloquine-posaconazole and toremifene-clarithromycin-posaconazole, were identified that effectively blocked EBOV entry and were further validated for inhibition of live EBOV infection. The individual drug concentrations in the combinations were reduced to clinically relevant levels. We identified mechanisms of action of these drugs: functional inhibitions of Niemann-Pick C1, acid sphingomyelinase, and lysosomal calcium release. Our findings identify the drug combinations with potential to treat EBOV infection.


Assuntos
Antivirais/farmacologia , Ebolavirus/efeitos dos fármacos , Internalização do Vírus/efeitos dos fármacos , Animais , Linhagem Celular , Chlorocebus aethiops , Claritromicina/farmacologia , Combinação de Medicamentos , Sinergismo Farmacológico , Doença pelo Vírus Ebola/tratamento farmacológico , Doença pelo Vírus Ebola/virologia , Ensaios de Triagem em Larga Escala , Humanos , Mefloquina/farmacologia , Esfingomielina Fosfodiesterase/antagonistas & inibidores , Esfingomielina Fosfodiesterase/efeitos dos fármacos , Toremifeno/farmacologia , Triazóis/farmacologia , Células Vero
12.
Bioorg Med Chem ; 22(3): 1148-55, 2014 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-24405813

RESUMO

Natural products represent the fourth generation of multidrug resistance (MDR) reversal agents that resensitize MDR cancer cells overexpressing P-glycoprotein (Pgp) to cytotoxic agents. We have developed an effective synthetic route to prepare various Strychnos alkaloids and their derivatives. Molecular modeling of these alkaloids docked to a homology model of Pgp was employed to optimize ligand-protein interactions and design analogues with increased affinity to Pgp. Moreover, the compounds were evaluated for their (1) binding affinity to Pgp by fluorescence quenching, and (2) MDR reversal activity using a panel of in vitro and cell-based assays and compared to verapamil, a known inhibitor of Pgp activity. Compound 7 revealed the highest affinity to Pgp of all Strychnos congeners (Kd=4.4µM), the strongest inhibition of Pgp ATPase activity, and the strongest MDR reversal effect in two Pgp-expressing cell lines. Altogether, our findings suggest the clinical potential of these synthesized compounds as viable Pgp modulators justifies further investigation.


Assuntos
Alcaloides/química , Alcaloides/farmacologia , Antineoplásicos Fitogênicos/farmacologia , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Strychnos/química , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/antagonistas & inibidores , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/química , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/metabolismo , Adenosina Trifosfatases/metabolismo , Alcaloides/síntese química , Antineoplásicos Fitogênicos/síntese química , Antineoplásicos Fitogênicos/química , Linhagem Celular Tumoral/efeitos dos fármacos , Técnicas de Química Sintética , Resistência a Múltiplos Medicamentos/efeitos dos fármacos , Ensaios de Seleção de Medicamentos Antitumorais , Compostos Heterocíclicos de 4 ou mais Anéis/síntese química , Compostos Heterocíclicos de 4 ou mais Anéis/química , Compostos Heterocíclicos de 4 ou mais Anéis/farmacologia , Humanos , Alcaloides Indólicos/síntese química , Alcaloides Indólicos/química , Alcaloides Indólicos/farmacologia , Indóis/síntese química , Indóis/química , Indóis/farmacologia , Simulação de Acoplamento Molecular , Conformação Proteica , Tubocurarina/análogos & derivados , Tubocurarina/síntese química , Tubocurarina/química , Tubocurarina/farmacologia , Verapamil/farmacologia
13.
Emerg Microbes Infect ; 3(12): e84, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26038505

RESUMO

In light of the current outbreak of Ebola virus disease, there is an urgent need to develop effective therapeutics to treat Ebola infection, and drug repurposing screening is a potentially rapid approach for identifying such therapeutics. We developed a biosafety level 2 (BSL-2) 1536-well plate assay to screen for entry inhibitors of Ebola virus-like particles (VLPs) containing the glycoprotein (GP) and the matrix VP40 protein fused to a beta-lactamase reporter protein and applied this assay for a rapid drug repurposing screen of Food and Drug Administration (FDA)-approved drugs. We report here the identification of 53 drugs with activity of blocking Ebola VLP entry into cells. These 53 active compounds can be divided into categories including microtubule inhibitors, estrogen receptor modulators, antihistamines, antipsychotics, pump/channel antagonists, and anticancer/antibiotics. Several of these compounds, including microtubule inhibitors and estrogen receptor modulators, had previously been reported to be active in BSL-4 infectious Ebola virus replication assays and in animal model studies. Our assay represents a robust, effective and rapid high-throughput screen for the identification of lead compounds in drug development for the treatment of Ebola virus infection.

14.
J Cheminform ; 4(1): 4, 2012 Feb 08.
Artigo em Inglês | MEDLINE | ID: mdl-22316383

RESUMO

BACKGROUND: The current chemical space of known small molecules is estimated to exceed 1060 structures. Though the largest physical compound repositories contain only a few tens of millions of unique compounds, virtual screening of databases of this size is still difficult. In recent years, the application of physicochemical descriptor-based profiling, such as Lipinski's rule-of-five for drug-likeness and Oprea's criteria of lead-likeness, as early stage filters in drug discovery has gained widespread acceptance. In the current study, we outline a kinase-likeness scoring function based on known kinase inhibitors. RESULTS: The method employs a collection of 22,615 known kinase inhibitors from the ChEMBL database. A kinase-likeness score is computed using statistical analysis of nine key physicochemical descriptors for these inhibitors. Based on this score, the kinase-likeness of four publicly and commercially available databases, i.e., National Cancer Institute database (NCI), the Natural Products database (NPD), the National Institute of Health's Molecular Libraries Small Molecule Repository (MLSMR), and the World Drug Index (WDI) database, is analyzed. Three of these databases, i.e., NCI, NPD, and MLSMR are frequently used in the virtual screening of kinase inhibitors, while the fourth WDI database is for comparison since it covers a wide range of known chemical space. Based on the kinase-likeness score, a kinase-focused library is also developed and tested against three different kinase targets selected from three different branches of the human kinome tree. CONCLUSIONS: Our proposed methodology is one of the first that explores how the narrow chemical space of kinase inhibitors and its relevant physicochemical information can be utilized to build kinase-focused libraries and prioritize pre-existing compound databases for screening. We have shown that focused libraries generated by filtering compounds using the kinase-likeness score have, on average, better docking scores than an equivalent number of randomly selected compounds. Beyond library design, our findings also impact the broader efforts to identify kinase inhibitors by screening pre-existing compound libraries. Currently, the NCI library is the most commonly used database for screening kinase inhibitors. Our research suggests that other libraries, such as MLSMR, are more kinase-like and should be given priority in kinase screenings.

15.
J Chem Inf Model ; 52(2): 492-505, 2012 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-22196353

RESUMO

Polypharmacology has emerged as a new theme in drug discovery. In this paper, we studied polypharmacology using a ligand-based target fishing (LBTF) protocol. To implement the protocol, we first generated a chemogenomic database that links individual protein targets with a specified set of drugs or target representatives. Target profiles were then generated for a given query molecule by computing maximal shape/chemistry overlap between the query molecule and the drug sets assigned to each protein target. The overlap was computed using the program ROCS (Rapid Overlay of Chemical Structures). We validated this approach using the Directory of Useful Decoys (DUD). DUD contains 2950 active compounds, each with 36 property-matched decoys, against 40 protein targets. We chose a set of known drugs to represent each DUD target, and we carried out ligand-based virtual screens using data sets of DUD actives seeded into DUD decoys for each target. We computed Receiver Operator Characteristic (ROC) curves and associated area under the curve (AUC) values. For the majority of targets studied, the AUC values were significantly better than for the case of a random selection of compounds. In a second test, the method successfully identified off-targets for drugs such as rimantadine, propranolol, and domperidone that were consistent with those identified by recent experiments. The results from our ROCS-based target fishing approach are promising and have potential application in drug repurposing for single and multiple targets, identifying targets for orphan compounds, and adverse effect prediction.


Assuntos
Descoberta de Drogas/métodos , Avaliação Pré-Clínica de Medicamentos/métodos , Preparações Farmacêuticas/química , Curva ROC , Área Sob a Curva , Simulação por Computador , Ligantes , Modelos Moleculares , Domínios e Motivos de Interação entre Proteínas
16.
Bioorg Med Chem ; 17(22): 7755-68, 2009 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-19836248

RESUMO

Cysteine-dependant aspartyl protease (caspase) activation has been implicated as a part of the signal transduction pathway leading to apoptosis. It has been postulated that caspase-3 inhibition could attenuate cell damage after an ischemic event and thereby providing for a novel neuroprotective treatment for stroke. As part of a program to develop a small molecule inhibitor of caspase-3, a novel series of 3,4-dihydropyrimido(1,2-a)indol-10(2H)-ones (pyrimidoindolones) was identified. The synthesis, biological evaluation and structure-activity relationships of the pyrimidoindolones are described.


Assuntos
Inibidores de Caspase , Inibidores de Proteases/química , Inibidores de Proteases/farmacologia , Pirimidinonas/química , Pirimidinonas/farmacologia , Apoptose/efeitos dos fármacos , Caspase 3/metabolismo , Linhagem Celular , Escherichia coli , Inibidores de Proteases/síntese química , Pirimidinonas/síntese química , Acidente Vascular Cerebral/metabolismo , Acidente Vascular Cerebral/patologia , Relação Estrutura-Atividade
17.
Chirality ; 19(9): 741-50, 2007 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17094072

RESUMO

In this work, we describe an NMR-based method that utilizes an orientation media composed of the chiral polypeptide liquid crystal poly-gamma-benzyl-L-glutamate (PBLG) dissolved in CDCl(3), to measure the (1)H-(1)H, (1)H-(13)C and (13)C-(13)C residual dipolar couplings (RDCs) of (R) and (S)-ibuprofen. Calculated RDCs, obtained from the lowest energy conformers, are then compared with the experimentally measured RDCs to predict the stereochemistry of each enantiomer. Excellent agreement between calculated and experimental RDCs was found when the lowest energy structure of each enantiomer, obtained in a simulated PBLG/CDCl(3) environment, was used to back-calculate the RDCs. This method is generally useful for small molecular weight molecules that possess either one or two chiral centers, are soluble in low viscosity organic solvents, and will not crystallize (Clegg, Crystal Structure Analysis. Principles and Practice. New York: Oxford University Press; 2002) or cannot be derivatized with a Mosher's reagent (Dale and Mosher, J Am Chem Soc 1973;95:512-519).


Assuntos
Química Farmacêutica/métodos , Ibuprofeno/análise , Ibuprofeno/química , Espectroscopia de Ressonância Magnética/métodos , Tecnologia Farmacêutica/métodos , Química Orgânica/métodos , Cristalização , Modelos Químicos , Modelos Moleculares , Modelos Teóricos , Conformação Molecular , Estrutura Molecular , Solventes , Estereoisomerismo
18.
Bioorg Med Chem Lett ; 15(21): 4780-5, 2005 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-16125933

RESUMO

Several series of conformationally constrained N1-arylsulfonyltryptamine derivatives were prepared and tested for 5-HT6 receptor binding affinity and ability to modulate cAMP production in a cyclase assay. The 3-piperidin-3-yl-, 3-(1-methylpyrrolidin-2-ylmethyl)-, and 3-pyrrolidin-3-yl-1H-indole arrays (8-13) appear to be able to adopt a conformation that allows high affinity 5-HT6 receptor binding, while the beta-carboline array 14 binds with a significantly weaker (10- to 100-fold) affinity. N1-Benzenesulfonyl-3-piperidin-3-yl-1H-indole 9a is a high affinity full agonist with EC50 = 24 nM. Several of the N1-arylsulfonyl-3-(1-methylpyrrolidin-2-ylmethyl)-1H-indole derivatives behave as very potent antagonists ((S)-11r, (S)-11t; IC50 = 0.8, 1.0 nM).


Assuntos
Receptores de Serotonina/efeitos dos fármacos , Antagonistas da Serotonina/síntese química , Agonistas do Receptor de Serotonina/síntese química , Triptaminas/síntese química , Adenilil Ciclases/metabolismo , AMP Cíclico/biossíntese , Humanos , Conformação Molecular , Ligação Proteica , Antagonistas da Serotonina/química , Antagonistas da Serotonina/farmacologia , Agonistas do Receptor de Serotonina/química , Agonistas do Receptor de Serotonina/farmacologia , Relação Estrutura-Atividade , Triptaminas/química , Triptaminas/farmacologia
19.
20.
Biochem J ; 379(Pt 3): 673-9, 2004 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-14725508

RESUMO

The functional consequences of the mutation of a conserved Cys-214 in Galpha(i1) have been investigated. We reported herein that substitutions of Cys-214 of Galpha(i1) to either alanine or tryptophan abolished the intrinsic GTPase activity. Free phosphate release from [32P]GTP-bound Galpha(i1) C214A or [32P]GTP-bound Galpha(i1) C214W was at least 30-fold lower than that of the wild-type Galpha(i1) in single-turnover GTPase assays. Consistently, tryptic proteolysis of C214A and C214W proteins showed that they were partially protected by GTP, further confirming that the GTPase activity in both mutant proteins was impaired. Expression of C214A or C214W mutants in Chinese hamster ovary K1 cells caused significant inhibition of forskolin-stimulated adenylate cyclase activity. However, the mutations did not significantly affect the GTP[S] (guanosine 5'-[gamma-[35S]thio]triphosphate)-binding activity. Both C214A and C214W mutants serve as good substrates for pertussis toxin-catalysed ADP ribosylation, indicating that they interact well with betagamma subunits. Moreover, RGS4 protein, a GTPase-activating protein for Galpha(i1), cannot interact with Cys-214 mutants even in the presence of AlF4-, which induces the transition state of Galpha. In summary, our findings suggest that C214A or C214W are GTPase-deficient mutants and can functionally serve as constitutively active forms of Galpha(i1) in cells.


Assuntos
Cisteína/genética , Cisteína/metabolismo , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/química , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/metabolismo , Mutação/genética , Difosfato de Adenosina/metabolismo , Adenilil Ciclases/metabolismo , Alanina/genética , Alanina/metabolismo , Substituição de Aminoácidos/genética , Animais , Células CHO , Colforsina/farmacologia , Cricetinae , AMP Cíclico/metabolismo , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/genética , Guanosina Trifosfato/metabolismo , Hidrólise , Cinética , Toxina Pertussis/farmacologia , Ligação Proteica , Subunidades Proteicas/metabolismo , Proteínas RGS/metabolismo , Termodinâmica , Tripsina/metabolismo , Triptofano/genética , Triptofano/metabolismo
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