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1.
Nat Struct Mol Biol ; 27(1): 92-104, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31925410

RESUMO

Kinases are involved in disease development and modulation of their activity can be therapeutically beneficial. Drug-resistant mutant kinases are valuable tools in drug discovery efforts, but the prediction of mutants across the kinome is challenging. Here, we generate deep mutational scanning data to identify mutant mammalian kinases that drive resistance to clinically relevant inhibitors. We aggregate these data with subsaturation mutagenesis data and use it to develop, test and validate a framework to prospectively identify residues that mediate kinase activity and drug resistance across the kinome. We validate predicted resistance mutations in CDK4, CDK6, ERK2, EGFR and HER2. Capitalizing on a highly predictable residue, we generate resistance mutations in TBK1, CSNK2A1 and BRAF. Unexpectedly, we uncover a potentially generalizable activation site that mediates drug resistance and confirm its impact in BRAF, EGFR, HER2 and MEK1. We anticipate that the identification of these residues will enable the broad interrogation of the kinome and its inhibitors.


Assuntos
Resistência a Medicamentos , Mutação Puntual , Inibidores de Proteínas Quinases/farmacologia , Proteínas Quinases/genética , Trifosfato de Adenosina/metabolismo , Sequência de Aminoácidos , Animais , Descoberta de Drogas , Resistencia a Medicamentos Antineoplásicos , Humanos , Modelos Moleculares , Neoplasias/tratamento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , Proteínas Quinases/química , Proteínas Quinases/metabolismo , Proteômica
2.
Clin Pharmacol Ther ; 92(5): 642-50, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22990751

RESUMO

Previous studies have demonstrated that the pharmacokinetic profile of erythromycin, a probe for CYP3A4 activity, is affected by inhibitors or inducers of hepatic solute carriers. We hypothesized that these interactions are mediated by OATP1B1 (gene symbol, SLCO1B1), a polypeptide expressed on the basolateral surface of hepatocytes. Using stably transfected Flp-In T-Rex293 cells, erythromycin was found to be a substrate for OATP1B1*1A (wild type) with a Michaelis-Menten constant of ~13 µmol/l, and that its transport was reduced by ~50% in cells expressing OATP1B1*5 (V174A). Deficiency of the ortholog transporter Oatp1b2 in mice was associated with a 52% decrease in the metabolic rate of erythromycin (P = 0.000043). In line with these observations, in humans the c.521T>C variant in SLCO1B1 (rs4149056), encoding OATP1B1*5, was associated with a decline in erythromycin metabolism (P = 0.0072). These results suggest that impairment of OATP1B1 function can alter erythromycin metabolism, independent of changes in CYP3A4 activity.


Assuntos
Antibacterianos/farmacocinética , Eritromicina/farmacocinética , Transportadores de Ânions Orgânicos Sódio-Independentes/genética , Transportadores de Ânions Orgânicos/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Transporte Biológico , Linhagem Celular , Citocromo P-450 CYP3A/metabolismo , Feminino , Humanos , Transportador 1 de Ânion Orgânico Específico do Fígado , Masculino , Camundongos , Camundongos Knockout , Pessoa de Meia-Idade , Transportadores de Ânions Orgânicos/metabolismo , Polimorfismo Genético
3.
Clin Pharmacol Ther ; 86(4): 396-402, 2009 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-19625999

RESUMO

Cisplatin is one of the most widely used anticancer agents for the treatment of solid tumors. The clinical use of cisplatin is associated with dose-limiting nephrotoxicity, which occurs in one-third of patients despite intensive prophylactic measures. Organic cation transporter 2 (OCT2) has been implicated in the cellular uptake of cisplatin, but its role in cisplatin-induced nephrotoxicity remains unknown. In mice, deletion of Oct1 and Oct2 resulted in significantly impaired urinary excretion of cisplatin without an apparent influence on plasma levels. Furthermore, the Oct1/Oct2-deficient mice were protected from severe cisplatin-induced renal tubular damage. Subsequently, we found that a nonsynonymous single-nucleotide polymorphism (SNP) in the OCT2 gene SLC22A2 (rs316019) was associated with reduced cisplatin-induced nephrotoxicity in patients. Collectively, these results indicate the critical importance of OCT2 in the renal handling and related renal toxicity of cisplatin and provide a rationale for the development of new targeted approaches to mitigate this debilitating side effect.


Assuntos
Antineoplásicos/toxicidade , Cisplatino/toxicidade , Nefropatias/induzido quimicamente , Proteínas de Transporte de Cátions Orgânicos/metabolismo , Animais , Antineoplásicos/sangue , Antineoplásicos/urina , Cisplatino/sangue , Cisplatino/urina , Humanos , Nefropatias/patologia , Masculino , Camundongos , Camundongos Knockout , Proteínas de Transporte de Cátions Orgânicos/genética , Transportador 1 de Cátions Orgânicos/genética , Transportador 1 de Cátions Orgânicos/metabolismo , Transportador 2 de Cátion Orgânico , Reação em Cadeia da Polimerase , Polimorfismo de Nucleotídeo Único
4.
Science ; 312(5780): 1614-20, 2006 Jun 16.
Artigo em Inglês | MEDLINE | ID: mdl-16778047

RESUMO

Positive natural selection is the force that drives the increase in prevalence of advantageous traits, and it has played a central role in our development as a species. Until recently, the study of natural selection in humans has largely been restricted to comparing individual candidate genes to theoretical expectations. The advent of genome-wide sequence and polymorphism data brings fundamental new tools to the study of natural selection. It is now possible to identify new candidates for selection and to reevaluate previous claims by comparison with empirical distributions of DNA sequence variation across the human genome and among populations. The flood of data and analytical methods, however, raises many new challenges. Here, we review approaches to detect positive natural selection, describe results from recent analyses of genome-wide data, and discuss the prospects and challenges ahead as we expand our understanding of the role of natural selection in shaping the human genome.


Assuntos
Genoma Humano , Seleção Genética , Alelos , Evolução Biológica , Frequência do Gene , Variação Genética , Genética Populacional , Haplótipos , Humanos , Mutação , Polimorfismo Genético , Análise de Sequência de DNA
5.
Acta Anaesthesiol Scand ; 49(6): 859-64, 2005 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-15954972

RESUMO

BACKGROUND: (I) To investigate the kinetics of the myoglobin and creatine kinase (CK) in rhabdomyolysis. Especially to describe those patients in whom an isolated increase in the myoglobin or the CK occurred at a later stage. (II) To evaluate the sensitivity of the myoglobin and the CK as prognostic tools for the development of Acute renal failure (ARF). (III) To investigate the effect of continuous venovenous haemodiafiltration (CVVHDF) on the myoglobin elimination in ARF. PATIENTS AND METHODS: Prospective and retrospective cohort study carried out in an ICU of a university hospital. A total of 47 critically ill patients with rhabdomyolysis and a plasma myoglobin > 5000 microg l(-1) were admitted between July 1998 and July 2003. RESULTS: (I) The myoglobin peaked 0.66 +/- 0.6 days before the CK. The elimination kinetics of the myoglobin was faster than for the CK. (II) Fifty percent developed ARF. Mortality in the ARF patients was 52% compared to 14% in the non-ARF patients. The sensitivity and specificity of developing ARF were higher with the myoglobin in comparison to the CK. (III) In non-ARF, t(1/2) CK was 25.5 h and t(1/2) myoglobin was 17 h (13-23). In those with ARF treated with CVVHDF, t(1/2) CK was 24.8 and t(1/2) myoglobin was 21 h (17-29). CONCLUSION: (I) The myoglobin peaked earlier than the CK. (II) The myoglobin was a better prognostic tool than the CK. However, the myoglobin also has a wide interindividual range. (III) Though the myoglobin is eliminated in ultrafiltration t(1/2) myoglobin, it was not faster in patients with ARF treated with CVVHDF compared to non-ARF patients.


Assuntos
Creatina Quinase/sangue , Hemodiafiltração , Mioglobina/metabolismo , Rabdomiólise/sangue , Injúria Renal Aguda/sangue , Adulto , Biomarcadores , Estudos de Coortes , Estado Terminal , Feminino , Meia-Vida , Humanos , Cinética , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudos Prospectivos , Estudos Retrospectivos , Rabdomiólise/enzimologia
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