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1.
J Med Chem ; 67(4): 3090-3111, 2024 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-38306388

RESUMO

The inhibition of ataxia-telangiectasia mutated (ATM) has been shown to chemo- and radio-sensitize human glioma cells in vitro and therefore might provide an exciting new paradigm in the treatment of glioblastoma multiforme (GBM). The effective treatment of GBM will likely require a compound with the potential to efficiently cross the blood-brain barrier (BBB). Starting from clinical candidate AZD0156, 4, we investigated the imidazoquinolin-2-one scaffold with the goal of improving likely CNS exposure in humans. Strategies aimed at reducing hydrogen bonding, basicity, and flexibility of the molecule were explored alongside modulating lipophilicity. These studies identified compound 24 (AZD1390) as an exceptionally potent and selective inhibitor of ATM with a good preclinical pharmacokinetic profile. 24 showed an absence of human transporter efflux in MDCKII-MDR1-BCRP studies (efflux ratio <2), significant BBB penetrance in nonhuman primate PET studies (Kp,uu 0.33) and was deemed suitable for development as a clinical candidate to explore the radiosensitizing effects of ATM in intracranial malignancies.


Assuntos
Ataxia Telangiectasia , Glioblastoma , Piridinas , Quinolonas , Animais , Humanos , Barreira Hematoencefálica/metabolismo , Ataxia Telangiectasia/tratamento farmacológico , Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP , Proteínas Mutadas de Ataxia Telangiectasia , Proteínas de Neoplasias , Inibidores de Proteínas Quinases/farmacologia , Inibidores de Proteínas Quinases/uso terapêutico , Glioblastoma/tratamento farmacológico
2.
Mol Pharm ; 18(12): 4520-4530, 2021 12 06.
Artigo em Inglês | MEDLINE | ID: mdl-34758626

RESUMO

Prior to clinical development, a comprehensive pharmacokinetic characterization of a novel drug is required to understand its exposure at the site of action and elimination. Accordingly, in vitro assays and animal pharmacokinetic studies are regularly employed to predict drug exposure in humans, which is often costly and time-consuming. For this reason, the prediction of human pharmacokinetics at the point of design would be of high value for drug discovery. Therefore, we have established a comprehensive data curation protocol that enables machine learning evaluation of 12 human in vivo pharmacokinetic parameters using only chemical structure information and available doses for 1001 unique compounds. These machine learning models were thoroughly investigated and validated using both an independent hold-out test set and AstraZeneca clinical data. In addition, the availability of preclinical predictions for a subset of internal clinical candidates allowed us to compare our in silico approach with state-of-the-art pharmacokinetic predictions. Based on this evaluation, three fit-for-purpose models for AUC PO (Rtest2 = 0.63; RMSEtest = 0.76), Cmax PO (Rtest2 = 0.68; RMSEtest = 0.62), and Vdss IV (Rtest2 = 0.47; RMSEtest = 0.50) were identified. Based on the findings, our machine learning models have considerable potential for practical applications in drug discovery, such as influencing decision-making in drug discovery projects and progression of drug candidates toward the clinic.


Assuntos
Aprendizado de Máquina , Farmacocinética , Humanos , Modelos Biológicos
3.
Neuro Oncol ; 23(4): 687-696, 2021 04 12.
Artigo em Inglês | MEDLINE | ID: mdl-33123736

RESUMO

BACKGROUND: The protein kinase ataxia telangiectasia mutated (ATM) mediates cellular response to DNA damage induced by radiation. ATM inhibition decreases DNA damage repair in tumor cells and affects tumor growth. AZD1390 is a novel, highly potent, selective ATM inhibitor designed to cross the blood-brain barrier (BBB) and currently evaluated with radiotherapy in a phase I study in patients with brain malignancies. In the present study, PET was used to measure brain exposure of 11C-labeled AZD1390 after intravenous (i.v.) bolus administration in healthy subjects with an intact BBB. METHODS: AZD1390 was radiolabeled with carbon-11 and a microdose (mean injected mass 1.21 µg) was injected in 8 male subjects (21-65 y). The radioactivity concentration of [11C]AZD1390 in brain was measured using a high-resolution PET system. Radioactivity in arterial blood was measured to obtain a metabolite corrected arterial input function for quantitative image analysis. Participants were monitored by laboratory examinations, vital signs, electrocardiogram, adverse events. RESULTS: The brain radioactivity concentration of [11C]AZD1390 was 0.64 SUV (standard uptake value) and reached maximum 1.00% of injected dose at Tmax[brain] of 21 min (time of maximum brain radioactivity concentration) after i.v. injection. The whole brain total distribution volume was 5.20 mL*cm-3. No adverse events related to [11C]AZD1390 were reported. CONCLUSIONS: This study demonstrates that [11C]AZD1390 crosses the intact BBB and supports development of AZD1390 for the treatment of glioblastoma multiforme or other brain malignancies. Moreover, it illustrates the potential of PET microdosing in predicting and guiding dose range and schedule for subsequent clinical studies.


Assuntos
Ataxia Telangiectasia , Proteínas Mutadas de Ataxia Telangiectasia , Barreira Hematoencefálica , Encéfalo/diagnóstico por imagem , Radioisótopos de Carbono , Humanos , Masculino , Tomografia por Emissão de Pósitrons
4.
Pharm Res ; 37(8): 164, 2020 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-32901384

RESUMO

PURPOSE: TAK-831 is a highly selective and potent inhibitor of D-amino acid oxidase (DAAO) currently under clinical development for schizophrenia. In this study, a mechanistic multilayer quantitative model that parsimoniously connects pharmacokinetics (PK), target occupancy (TO) and D-serine concentrations as a pharmacodynamic (PD) readout was established in mice. METHODS: PK, TO and PD time-profiles were obtained in mice and analyzed by mechanistic binding kinetics model connected with an indirect response model in a step wise fashion. Brain distribution was investigated to elucidate a possible mechanism driving the hysteresis between PK and TO. RESULTS: The observed nonlinear PK/TO/PD relationship was well captured by mechanistic modeling framework within a wide dose range of TAK-831 in mice. Remarkably different brain distribution was observed between target and reference regions, suggesting that the target-mediated slow binding kinetics rather than slow penetration through the blood brain barrier caused the observed distinct kinetics between PK and TO. CONCLUSION: A quantitative mechanistic model for concentration- and time-dependent nonlinear PK/TO/PD relationship was established for TAK-831 in mice with accounting for possible rate-determining process. The established mechanistic modeling framework will provide a quantitative means for multilayer biomarker-assisted clinical development in multiple central nervous system indications.


Assuntos
Encéfalo/efeitos dos fármacos , D-Aminoácido Oxidase/antagonistas & inibidores , D-Aminoácido Oxidase/metabolismo , Animais , Relação Dose-Resposta a Droga , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Farmacocinética , Farmacologia , Esquizofrenia/tratamento farmacológico
5.
Kidney Int Rep ; 3(4): 841-850, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29989040

RESUMO

INTRODUCTION: Hyporesponsiveness to recombinant human erythropoietin (rhEPO) is a major problem affecting some patients with chronic kidney disease (CKD), predominantly those on hemodialysis (HD). Daprodustat (GSK1278863) is a hypoxia-inducible factor prolyl hydroxylase inhibitor that is being investigated as a treatment for anemia of CKD. METHODS: This phase 2a, exploratory, multicenter, single-arm study assessed the ability of daprodustat to increase or maintain hemoglobin concentrations within the target range (10.0-11.5 g/dl) over 16 weeks in subjects with anemia who were on HD and who had a high erythropoietin resistance index (ERI). All included subjects met the criteria for chronic rhEPO hyporesponsiveness (i.e., an ERI based on a series of contiguous strata of patients' hemoglobin-by-epoetin alfa for a minimum of 12 weeks). Eligible adults were on a stable HD regimen 3 to 4 times per week. Markers of iron utilization and safety were also assessed. All subjects initially received oral daprodustat 12 mg once daily. RESULTS: Of the 60 participants screened, 15 were enrolled, and 7 (47%) completed 16 weeks of treatment. At week 16, 2 of 7 subjects (29%) had >1 g/dl increases in hemoglobin from baseline. Daprodustat had minimal effects on markers of iron metabolism and utilization. Fourteen subjects (93%) experienced ≥1 adverse event (AE). The most common AEs included nausea, pneumonia, pleural effusion, and urinary tract infection. The majority of on-therapy AEs were mild or moderate in intensity. CONCLUSION: Daprodustat increased hemoglobin concentrations within the target range in 29% of chronic rhEPO-hyporesponsive subjects. No new safety concerns were identified in this short exploratory study.

6.
Drug Metab Dispos ; 46(9): 1268-1276, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29921707

RESUMO

AZD9496 ((E)-3-(3,5-difluoro-4-((1R,3R)-2-(2-fluoro-2-methylpropyl)-3-methyl-2,3,4,9-tetrahydro-1H-pyrido[3,4-b]indol-1-yl)phenyl)acrylic acid) is an oral selective estrogen receptor degrader currently in clinical development for treatment of estrogen receptor-positive breast cancer. In a first-in-human phase 1 study, AZD9496 exhibited dose nonlinear pharmacokinetics, the mechanistic basis of which was investigated in this study. The metabolism kinetics of AZD9496 were studied using human liver microsomes (HLMs), recombinant cytochrome P450s (rP450s), and hepatocytes. In addition, modeling approaches were used to gain further mechanistic insights. CYP2C8 was predominantly responsible for biotransformation of AZD9496 to its two main metabolites whose rate of formation with increasing AZD9496 concentrations exhibited complete substrate inhibition in HLM, rCYP2C8, and hepatocytes. Total inhibition by AZD9496 of amodiaquine N-deethylation, a specific probe of CYP2C8 activity, confirmed the completeness of this inhibition. The commonly used substrate inhibition model analogous to uncompetitive inhibition fit poorly to the data. However, using the same model but without constraints on the number of molecules occupying the inhibitory binding site (i.e., nS1ES) provided a significantly better fit (F test, P< 0.005). With the improved model, up to three AZD9496 molecules were predicted to bind the inhibitory site of CYP2C8. In contrast to previous studies showing substrate inhibition of P450s to be partial, our results demonstrate complete substrate inhibition of CYP2C8 via binding of more than one molecule of AZD9496 to the inhibitory site. As CYP2C8 appears to be the sole isoform catalyzing formation of the main metabolites, the substrate inhibition might explain the observed dose nonlinearity in the clinic at higher doses.


Assuntos
Cinamatos/metabolismo , Cinamatos/farmacologia , Inibidores do Citocromo P-450 CYP2C8/metabolismo , Inibidores do Citocromo P-450 CYP2C8/farmacologia , Indóis/metabolismo , Indóis/farmacologia , Receptores de Estrogênio/antagonistas & inibidores , Receptores de Estrogênio/metabolismo , Administração Oral , Citocromo P-450 CYP2C8/metabolismo , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Microssomos Hepáticos/efeitos dos fármacos , Microssomos Hepáticos/metabolismo , Especificidade por Substrato/efeitos dos fármacos , Especificidade por Substrato/fisiologia
7.
Neurochem Res ; 42(11): 3279-3288, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28780732

RESUMO

Irregular N-methyl-D-aspartate receptor (NMDAR) function is one of the main hypotheses employed to facilitate understanding of the underlying disease state of schizophrenia. Although direct agonism of the NMDAR has not yielded promising therapeutics, advances have been made by modulating the NMDAR co-agonist site which is activated by glycine and D-serine. One approach to activate the co-agonist site is to increase synaptic D-serine levels through inhibition of D-amino acid oxidase (DAO), the major catabolic clearance pathway for this and other D-amino acids. A number of DAO inhibitors have been developed but most have not entered clinical trials. One exception to this is sodium benzoate which has demonstrated efficacy in small trials of schizophrenia and Alzheimer's disease. Herein we provide data on the effect of sodium benzoate and an optimised Takeda compound, PGM030756 on ex vivo DAO enzyme occupancy and cerebellar D-serine levels in mice. Both compounds achieve high levels of enzyme occupancy; although lower doses of PGM030756 (1, 3 and 10 mg/kg) were required to achieve this compared to sodium benzoate (300, 1000 mg/kg). Cerebellar D-serine levels were increased by both agents with a delay of approximately 6 h after dosing before the peak effect was achieved. Our data and methods may be useful in understanding the effects of sodium benzoate that have been seen in clinical trials of schizophrenia and Alzheimer's disease and to support the potential clinical assessment of other DAO inhibitors, such as PGM030756, which demonstrate good enzyme occupancy and D-serine increases following administration of low oral doses.


Assuntos
Cerebelo/metabolismo , Clorobenzenos/farmacologia , D-Aminoácido Oxidase/antagonistas & inibidores , D-Aminoácido Oxidase/metabolismo , Inibidores Enzimáticos/farmacologia , Piridazinas/farmacologia , Serina/metabolismo , Benzoato de Sódio/farmacologia , Administração Oral , Animais , Biomarcadores/metabolismo , Clorobenzenos/administração & dosagem , Clorobenzenos/química , Cristalografia por Raios X , Inibidores Enzimáticos/administração & dosagem , Inibidores Enzimáticos/química , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Piridazinas/administração & dosagem , Piridazinas/química , Benzoato de Sódio/administração & dosagem , Benzoato de Sódio/química
8.
Stud Health Technol Inform ; 210: 506-10, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25991199

RESUMO

INTRODUCTION: In the last few years much work has been conducted in creating systems that support clinical trials for example by utilizing electronic health record data. One of these endeavours is the Electronic Health Record for Clinical Research project (EHR4CR). An unanswered question that the project aims to answer is which data elements are most commonly required for patient recruitment. METHODS: Free text eligibility criteria from 40 studies were analysed, simplified and elements were extracted. These elements where then added to an existing inventory of data elements for protocol feasibility. RESULTS: We simplified and extracted data elements from 40 trials, which resulted in 1170 elements. From these we created an inventory of 150 unique data elements relevant for patient identification and recruitment with definitions and referenced codes to standard terminologies. DISCUSSION: Our list was created with expertise from pharmaceutical companies. Comparisons with related work shows that identified concepts are similar. An evaluation of the availability of these elements in electronic health records is still ongoing. Hospitals that want to engage in re-use of electronic health record data for research purposes, for example by joining networks like EHR4CR, can now prioritize their effort based on this list.


Assuntos
Ensaios Clínicos como Assunto/métodos , Mineração de Dados/métodos , Registros Eletrônicos de Saúde/classificação , Registros Eletrônicos de Saúde/estatística & dados numéricos , Definição da Elegibilidade/métodos , Seleção de Pacientes , Bases de Dados Factuais , Europa (Continente) , Terminologia como Assunto
9.
Eur J Pharmacol ; 727: 1-7, 2014 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-24486398

RESUMO

GPR81, which exhibits a high degree of homology with GPR109a, has been recently identified as a lactate receptor. Similar to GPR109a, the activation of GPR81 by lactate suppresses lipolysis, suggesting that GPR81 may be a potential drug target for treating dyslipidemia. In addition, the fact that GPR81 is expressed only in adipocytes, whereas GPR109a is expressed in various tissues and cells, including Langerhans cells, which are considered responsible for flushing, indicates that targeting GPR81 could lead to the development of antidyslipidemia agents with a reduced risk of this side effect. However, the pharmacological role of GPR81 remains largely unclear, mainly because of the lack of potent and selective surrogate GPR81 agonists suitable for in vivo studies. In the present study, we showed that lactate-induced suppression of lipolysis in explants of white adipose tissue (WAT) depends on the presence of GPR81. We also performed high-throughput screening (HTS) and identified four novel chemical clusters as GPR81 agonists. Chemical optimization of aminothiazole derivatives led to the discovery of a lead compound with improved potency. The compound inhibited lipolysis in differentiated 3T3-L1 adipocytes. Finally, intraperitoneal administration of this compound suppressed lipolysis in mice at doses that did not cause cutaneous flushing. This is the first description of a 50nM GPR81 selective agonist with in vivo efficacy, without the side effect, i.e., flushing. These results suggest that GPR81 is an attractive drug target for treating dyslipidemia without the risk of flushing.


Assuntos
Adipócitos/efeitos dos fármacos , Tecido Adiposo Branco/efeitos dos fármacos , Rubor/prevenção & controle , Hipolipemiantes/farmacologia , Lipólise/efeitos dos fármacos , Receptores Acoplados a Proteínas G/agonistas , Tiazóis/farmacologia , Células 3T3-L1 , Adipócitos/metabolismo , Tecido Adiposo Branco/metabolismo , Animais , Relação Dose-Resposta a Droga , Descoberta de Drogas , Ensaios de Triagem em Larga Escala , Hipolipemiantes/administração & dosagem , Hipolipemiantes/síntese química , Injeções Intraperitoneais , Ácido Láctico/farmacologia , Masculino , Camundongos , Camundongos da Linhagem 129 , Camundongos Endogâmicos C57BL , Camundongos Knockout , Receptores Acoplados a Proteínas G/deficiência , Receptores Acoplados a Proteínas G/genética , Receptores Acoplados a Proteínas G/metabolismo , Relação Estrutura-Atividade , Tiazóis/administração & dosagem , Tiazóis/síntese química , Transfecção
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