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1.
Nat Commun ; 13(1): 4736, 2022 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-35961984

RESUMO

The bioactive lysophospholipid sphingosine-1-phosphate (S1P) acts via five different subtypes of S1P receptors (S1PRs) - S1P1-5. S1P5 is predominantly expressed in nervous and immune systems, regulating the egress of natural killer cells from lymph nodes and playing a role in immune and neurodegenerative disorders, as well as carcinogenesis. Several S1PR therapeutic drugs have been developed to treat these diseases; however, they lack receptor subtype selectivity, which leads to side effects. In this article, we describe a 2.2 Å resolution room temperature crystal structure of the human S1P5 receptor in complex with a selective inverse agonist determined by serial femtosecond crystallography (SFX) at the Pohang Accelerator Laboratory X-Ray Free Electron Laser (PAL-XFEL) and analyze its structure-activity relationship data. The structure demonstrates a unique ligand-binding mode, involving an allosteric sub-pocket, which clarifies the receptor subtype selectivity and provides a template for structure-based drug design. Together with previously published S1PR structures in complex with antagonists and agonists, our structure with S1P5-inverse agonist sheds light on the activation mechanism and reveals structural determinants of the inverse agonism in the S1PR family.


Assuntos
Receptores de Lisoesfingolipídeo , Esfingosina , Humanos , Sistema Imunitário , Lisofosfolipídeos/farmacologia , Esfingosina/análogos & derivados , Esfingosina/farmacologia
2.
J Chem Inf Model ; 61(8): 3814-3823, 2021 08 23.
Artigo em Inglês | MEDLINE | ID: mdl-34292750

RESUMO

Peptides and peptide-based molecules represent a promising therapeutic modality targeting intracellular protein-protein interactions, potentially combining the beneficial properties of biologics and small-molecule drugs. Protein-peptide complexes occupy a unique niche of interaction interfaces with respect to protein-protein and protein-small molecule complexes. Protein-peptide binding site identification resembles image object detection, a field that had been revolutionalized with computer vision techniques. We present a new protein-peptide binding site detection method called BiteNetPp by harnessing the power of 3D convolutional neural network. Our method employs a tensor-based representation of spatial protein structures, which is fed to 3D convolutional neural network, resulting in probability scores and coordinates of the binding "hot spots" in the input structures. We used the domain adaptation technique to fine-tune model trained on protein-small molecule complexes using a manually curated set of protein-peptide structures. BiteNetPp consistently outperforms existing state-of-the-art methods in the independent test benchmark. It takes less than a second to analyze a single-protein structure, making BiteNetPp suitable for the large-scale analysis of protein-peptide binding sites.


Assuntos
Redes Neurais de Computação , Proteínas , Sítios de Ligação , Peptídeos/metabolismo , Ligação Proteica
3.
Nat Commun ; 12(1): 2971, 2021 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-34016973

RESUMO

The leukotriene B4 receptor 1 (BLT1) regulates the recruitment and chemotaxis of different cell types and plays a role in the pathophysiology of infectious, allergic, metabolic, and tumorigenic human diseases. Here we present a crystal structure of human BLT1 (hBLT1) in complex with a selective antagonist MK-D-046, developed for the treatment of type 2 diabetes and other inflammatory conditions. Comprehensive analysis of the structure and structure-activity relationship data, reinforced by site-directed mutagenesis and docking studies, reveals molecular determinants of ligand binding and selectivity toward different BLT receptor subtypes and across species. The structure helps to identify a putative membrane-buried ligand access channel as well as potential receptor binding modes of endogenous agonists. These structural insights of hBLT1 enrich our understanding of its ligand recognition and open up future avenues in structure-based drug design.


Assuntos
Hipoglicemiantes/química , Receptores do Leucotrieno B4/ultraestrutura , Animais , Sítios de Ligação/genética , Cristalografia por Raios X , Diabetes Mellitus Tipo 2 , Células HEK293 , Humanos , Hipoglicemiantes/farmacologia , Hipoglicemiantes/uso terapêutico , Ligantes , Simulação de Acoplamento Molecular , Mutagênese Sítio-Dirigida , Receptores do Leucotrieno B4/agonistas , Receptores do Leucotrieno B4/antagonistas & inibidores , Receptores do Leucotrieno B4/genética , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/ultraestrutura , Células Sf9 , Spodoptera , Relação Estrutura-Atividade
4.
Brief Bioinform ; 22(3)2021 05 20.
Artigo em Inglês | MEDLINE | ID: mdl-32672331

RESUMO

Membrane proteins are unique in that they interact with lipid bilayers, making them indispensable for transporting molecules and relaying signals between and across cells. Due to the significance of the protein's functions, mutations often have profound effects on the fitness of the host. This is apparent both from experimental studies, which implicated numerous missense variants in diseases, as well as from evolutionary signals that allow elucidating the physicochemical constraints that intermembrane and aqueous environments bring. In this review, we report on the current state of knowledge acquired on missense variants (referred to as to single amino acid variants) affecting membrane proteins as well as the insights that can be extrapolated from data already available. This includes an overview of the annotations for membrane protein variants that have been collated within databases dedicated to the topic, bioinformatics approaches that leverage evolutionary information in order to shed light on previously uncharacterized membrane protein structures or interaction interfaces, tools for predicting the effects of mutations tailored specifically towards the characteristics of membrane proteins as well as two clinically relevant case studies explaining the implications of mutated membrane proteins in cancer and cardiomyopathy.


Assuntos
Cardiomiopatias/genética , Evolução Molecular , Proteínas de Membrana , Mutação de Sentido Incorreto , Proteínas de Neoplasias , Neoplasias/genética , Substituição de Aminoácidos , Biologia Computacional , Humanos , Proteínas de Membrana/química , Proteínas de Membrana/genética , Proteínas de Neoplasias/química , Proteínas de Neoplasias/genética , Conformação Proteica
5.
Commun Biol ; 3(1): 618, 2020 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-33110179

RESUMO

Identification of novel protein binding sites expands druggable genome and opens new opportunities for drug discovery. Generally, presence or absence of a binding site depends on the three-dimensional conformation of a protein, making binding site identification resemble the object detection problem in computer vision. Here we introduce a computational approach for the large-scale detection of protein binding sites, that considers protein conformations as 3D-images, binding sites as objects on these images to detect, and conformational ensembles of proteins as 3D-videos to analyze. BiteNet is suitable for spatiotemporal detection of hard-to-spot allosteric binding sites, as we showed for conformation-specific binding site of the epidermal growth factor receptor, oligomer-specific binding site of the ion channel, and binding site in G protein-coupled receptor. BiteNet outperforms state-of-the-art methods both in terms of accuracy and speed, taking about 1.5 minutes to analyze 1000 conformations of a protein with ~2000 atoms.


Assuntos
Aprendizado Profundo , Sistemas de Liberação de Medicamentos , Trifosfato de Adenosina/metabolismo , Sítios de Ligação , Ativação do Canal Iônico , Modelos Biológicos , Modelos Moleculares , Ligação Proteica , Conformação Proteica , Receptores Acoplados a Proteínas G/química , Receptores Acoplados a Proteínas G/metabolismo , Receptores Purinérgicos P2X3/química , Receptores Purinérgicos P2X3/metabolismo , Software
6.
Nat Commun ; 10(1): 5573, 2019 12 06.
Artigo em Inglês | MEDLINE | ID: mdl-31811124

RESUMO

Cysteinyl leukotriene G protein-coupled receptors CysLT1 and CysLT2 regulate pro-inflammatory responses associated with allergic disorders. While selective inhibition of CysLT1R has been used for treating asthma and associated diseases for over two decades, CysLT2R has recently started to emerge as a potential drug target against atopic asthma, brain injury and central nervous system disorders, as well as several types of cancer. Here, we describe four crystal structures of CysLT2R in complex with three dual CysLT1R/CysLT2R antagonists. The reported structures together with the results of comprehensive mutagenesis and computer modeling studies shed light on molecular determinants of CysLTR ligand selectivity and specific effects of disease-related single nucleotide variants.


Assuntos
Mutação , Receptores de Leucotrienos/química , Receptores de Leucotrienos/genética , Animais , Asma/genética , Asma/metabolismo , Simulação por Computador , Cristalografia por Raios X , Células HEK293 , Humanos , Leucotrieno D4/metabolismo , Ligantes , Modelos Moleculares , Simulação de Acoplamento Molecular , Mutagênese , Conformação Proteica , Engenharia de Proteínas , Receptores de Leucotrienos/efeitos dos fármacos , Células Sf9
7.
Sci Adv ; 5(10): eaax2518, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31633023

RESUMO

The G protein-coupled cysteinyl leukotriene receptor CysLT1R mediates inflammatory processes and plays a major role in numerous disorders, including asthma, allergic rhinitis, cardiovascular disease, and cancer. Selective CysLT1R antagonists are widely prescribed as antiasthmatic drugs; however, these drugs demonstrate low effectiveness in some patients and exhibit a variety of side effects. To gain deeper understanding into the functional mechanisms of CysLTRs, we determined the crystal structures of CysLT1R bound to two chemically distinct antagonists, zafirlukast and pranlukast. The structures reveal unique ligand-binding modes and signaling mechanisms, including lateral ligand access to the orthosteric pocket between transmembrane helices TM4 and TM5, an atypical pattern of microswitches, and a distinct four-residue-coordinated sodium site. These results provide important insights and structural templates for rational discovery of safer and more effective drugs.


Assuntos
Antiasmáticos/metabolismo , Receptores de Leucotrienos/metabolismo , Antiasmáticos/química , Sítios de Ligação , Cromonas/química , Cromonas/metabolismo , Cristalografia por Raios X , Humanos , Indóis , Antagonistas de Leucotrienos/química , Antagonistas de Leucotrienos/metabolismo , Ligantes , Simulação de Acoplamento Molecular , Fenilcarbamatos , Estrutura Terciária de Proteína , Receptores de Leucotrienos/química , Receptores de Leucotrienos/genética , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/química , Proteínas Recombinantes/isolamento & purificação , Sódio/química , Sódio/metabolismo , Sulfonamidas , Compostos de Tosil/química , Compostos de Tosil/metabolismo
8.
Nature ; 560(7720): 666-670, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30135577

RESUMO

Frizzled receptors (FZDs) are class-F G-protein-coupled receptors (GPCRs) that function in Wnt signalling and are essential for developing and adult organisms1,2. As central mediators in this complex signalling pathway, FZDs serve as gatekeeping proteins both for drug intervention and for the development of probes in basic and in therapeutic research. Here we present an atomic-resolution structure of the human Frizzled 4 receptor (FZD4) transmembrane domain in the absence of a bound ligand. The structure reveals an unusual transmembrane architecture in which helix VI is short and tightly packed, and is distinct from all other GPCR structures reported so far. Within this unique transmembrane fold is an extremely narrow and highly hydrophilic pocket that is not amenable to the binding of traditional GPCR ligands. We show that such a pocket is conserved across all FZDs, which may explain the long-standing difficulties in the development of ligands for these receptors. Molecular dynamics simulations on the microsecond timescale and mutational analysis uncovered two coupled, dynamic kinks located at helix VII that are involved in FZD4 activation. The stability of the structure in its ligand-free form, an unfavourable pocket for ligand binding and the two unusual kinks on helix VII suggest that FZDs may have evolved a novel ligand-recognition and activation mechanism that is distinct from that of other GPCRs.


Assuntos
Receptores Frizzled/química , Sítios de Ligação , Cristalografia por Raios X , Cisteína/metabolismo , Proteínas Desgrenhadas/metabolismo , Receptores Frizzled/genética , Humanos , Ligantes , Modelos Moleculares , Simulação de Dinâmica Molecular , Domínios Proteicos , Via de Sinalização Wnt
9.
Cell ; 172(4): 719-730.e14, 2018 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-29398112

RESUMO

Drugs frequently require interactions with multiple targets-via a process known as polypharmacology-to achieve their therapeutic actions. Currently, drugs targeting several serotonin receptors, including the 5-HT2C receptor, are useful for treating obesity, drug abuse, and schizophrenia. The competing challenges of developing selective 5-HT2C receptor ligands or creating drugs with a defined polypharmacological profile, especially aimed at G protein-coupled receptors (GPCRs), remain extremely difficult. Here, we solved two structures of the 5-HT2C receptor in complex with the highly promiscuous agonist ergotamine and the 5-HT2A-C receptor-selective inverse agonist ritanserin at resolutions of 3.0 Å and 2.7 Å, respectively. We analyzed their respective binding poses to provide mechanistic insights into their receptor recognition and opposing pharmacological actions. This study investigates the structural basis of polypharmacology at canonical GPCRs and illustrates how understanding characteristic patterns of ligand-receptor interaction and activation may ultimately facilitate drug design at multiple GPCRs.


Assuntos
Ergotamina/química , Receptor 5-HT2C de Serotonina/química , Ritanserina/química , Agonistas do Receptor 5-HT2 de Serotonina/química , Antagonistas do Receptor 5-HT2 de Serotonina/química , Células HEK293 , Humanos , Obesidade/tratamento farmacológico , Obesidade/metabolismo , Domínios Proteicos , Receptor 5-HT2C de Serotonina/metabolismo , Esquizofrenia/tratamento farmacológico , Esquizofrenia/metabolismo , Relação Estrutura-Atividade , Transtornos Relacionados ao Uso de Substâncias/tratamento farmacológico , Transtornos Relacionados ao Uso de Substâncias/metabolismo
10.
Sci Adv ; 2(9): e1600292, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27679816

RESUMO

Serial femtosecond crystallography (SFX) takes advantage of extremely bright and ultrashort pulses produced by x-ray free-electron lasers (XFELs), allowing for the collection of high-resolution diffraction intensities from micrometer-sized crystals at room temperature with minimal radiation damage, using the principle of "diffraction-before-destruction." However, de novo structure factor phase determination using XFELs has been difficult so far. We demonstrate the ability to solve the crystallographic phase problem for SFX data collected with an XFEL using the anomalous signal from native sulfur atoms, leading to a bias-free room temperature structure of the human A2A adenosine receptor at 1.9 Å resolution. The advancement was made possible by recent improvements in SFX data analysis and the design of injectors and delivery media for streaming hydrated microcrystals. This general method should accelerate structural studies of novel difficult-to-crystallize macromolecules and their complexes.

11.
Alcohol Clin Exp Res ; 29(6): 1010-7, 2005 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-15976527

RESUMO

BACKGROUND: Alcohol abuse is associated with menstrual irregularities related to the inhibition of progesterone secretion involved in regulation of the menstrual cycle. Reduced progesterone metabolites, including pregnanolone isomers (PIs), are efficient neuromodulators. The authors attempted to evaluate whether levels of PIs reflect impairment in progesterone biosynthesis in premenopausal women treated for alcohol addiction and whether alcohol detoxification therapy contributes to the restoration of their reproductive functions and psychosomatic stability by influencing steroid biosynthesis. METHODS: Serum allopregnanolone (3alpha-hydroxy-5alpha-pregnan-20-one; P3alpha5alpha), pregnanolone (P3alpha5beta), isopregnanolone (P3beta5alpha), epipregnanolone (P3beta5beta), progesterone, pregnanolone sulfate (PregS), pregnanolone, and estradiol were measured in 20 women during therapy (at start, three days, 14 days, one month, and four months) by gas chromatography-mass spectrometry or radioimmunoassay. The results were evaluated by a linear mixed model for longitudinal data, with stage of the treatment and subject as categorical factors, phase of the menstrual cycle as a time-varying covariate, and age of the subject as a covariate and by regression in individual stages of the menstrual cycle. RESULTS: During detoxification treatment, progesterone increased in the luteal phase. P3alpha5alpha, P3beta5alpha, and P3beta5beta rose in both phases of the menstrual cycle. DISCUSSION: Given the similar mechanism in the effects of alcohol and steroids in activating gamma-aminobutyric acid A receptors, the restoration of progesterone and PIs during therapy could be explained by an adaptation to increasing requests for gamma-aminobutyric acid A-receptor activating substances owing to the cessation of alcohol intake or by the regeneration of progesterone formation. In conclusion, the reinstatement of progesterone, P3alpha5alpha, and P3beta5beta serum levels demonstrates the favorable effect of detoxification therapy on both reproductive functions and the psychosomatic stability of premenopausal women treated for alcohol addiction.


Assuntos
Alcoolismo/tratamento farmacológico , Pregnanolona/sangue , Pré-Menopausa/metabolismo , Progesterona/sangue , Adulto , Alcoolismo/reabilitação , Estradiol/sangue , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Modelos Lineares , Estudos Longitudinais , Ciclo Menstrual/sangue , Ciclo Menstrual/metabolismo , Pessoa de Meia-Idade , Pregnanolona/metabolismo , Pré-Menopausa/sangue , Progesterona/metabolismo , Radioimunoensaio , Análise de Regressão , Resultado do Tratamento
12.
Steroids ; 70(8): 515-24, 2005 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-15894035

RESUMO

Long-term alcohol consumption results in menstrual irregularities due to the inhibition of progesterone secretion. Some progesterone metabolites, including three pregnanolone isomers (PI), abate, while pregnenolone sulfate (PregS) and dehydroepiandrosterone sulfate (DHEAS) increase, alcohol tolerance. The rationale of this study was to evaluate how the neuroactive steroids reflect the impaired progesterone formation in premenopausal women treated for alcohol addiction, and whether detoxification therapy could restore female reproductive functions and psychosomatic stability by reinstatement of the steroid biosynthesis. Accordingly, serum allopregnanolone (3alpha-hydroxy-5alpha-pregnan-20-one (P3alpha5alpha)), pregnanolone (P3alpha5beta), isopregnanolone (P3beta5alpha) and epipregnanolone (P3beta5beta), progesterone, PregS, pregnenolone, 17alpha-hydroxy-pregnenolone (Preg17), 17alpha-hydroxy-progesterone (Prog17), DHEA, DHEAS, cortisol and estradiol were measured in 20 women during the therapy (start, 3 days, 14 days, 1 month, 4 months), and in 17 controls, using GC-MS or RIA and evaluated by age-adjusted ANCOVA with status and phase of the menstrual cycle (PMC) as factors, and status-PMC interaction. The patients exhibited depressed progesterone, Prog17, PI, and estradiol, a decreased progesterone/pregnenolone ratio, a decreased ratio of neuroinhibiting P3alpha5alpha to neuroactivating PregS, and an elevated PregS and PregS/pregnenolone ratio. The treatment mostly restored the indices. The reduction of neuroinhibiting pregnanolone isomers in the patients is primarily associated with the impairment in ovarian steroid biosynthesis. Nevertheless, changes in enzyme activities connected with the formation of PI and the influence of altered physiological requirements on the balance between endogenous neuroinhibiting and neuroactivating steroids are also likely. The reinstatement of serum estradiol, progesterone, and PI during the therapy demonstrates its favorable effect on both reproductive functions and the psychosomatic stability of the patients.


Assuntos
Alcoolismo/tratamento farmacológico , Pregnanolona/análogos & derivados , Pré-Menopausa/sangue , Pré-Menopausa/fisiologia , Esteroides/metabolismo , Desidroepiandrosterona/sangue , Desidroepiandrosterona/química , Desidroepiandrosterona/metabolismo , Sulfato de Desidroepiandrosterona/sangue , Sulfato de Desidroepiandrosterona/química , Sulfato de Desidroepiandrosterona/metabolismo , Estradiol/sangue , Estradiol/química , Estradiol/metabolismo , Feminino , Cromatografia Gasosa-Espectrometria de Massas , Humanos , Hidrocortisona/sangue , Hidrocortisona/metabolismo , Pregnanolona/sangue , Pregnanolona/química , Pregnanolona/metabolismo , Pregnenolona/sangue , Pregnenolona/química , Pregnenolona/metabolismo , Pré-Menopausa/efeitos dos fármacos , Progesterona/sangue , Progesterona/química , Progesterona/metabolismo , Radioimunoensaio , Estereoisomerismo , Esteroides/sangue , Esteroides/química , Fatores de Tempo
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