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1.
J Biol Chem ; 298(5): 101844, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35307347

RESUMO

Eukaryotic mRNAs possess a poly(A) tail at their 3'-end, to which poly(A)-binding protein C1 (PABPC1) binds and recruits other proteins that regulate translation. Enhanced poly(A)-dependent translation, which is also PABPC1 dependent, promotes cellular and viral proliferation. PABP-interacting protein 2A (Paip2A) effectively represses poly(A)-dependent translation by causing the dissociation of PABPC1 from the poly(A) tail; however, the underlying mechanism remains unknown. This study was conducted to investigate the functional mechanisms of Paip2A action by characterizing the PABPC1-poly(A) and PABPC1-Paip2A interactions. Isothermal titration calorimetry and NMR analyses indicated that both interactions predominantly occurred at the RNA recognition motif (RRM)2-RRM3 regions of PABPC1, which have comparable affinities for poly(A) and Paip2A (dissociation constant, Kd = 1 nM). However, the Kd values of isolated RRM2 were 200 and 4 µM in their interactions with poly(A) and Paip2A, respectively; Kd values of 5 and 1 µM were observed for the interactions of isolated RRM3 with poly(A) and Paip2A, respectively. NMR analyses also revealed that Paip2A can bind to the poly(A)-binding interfaces of the RRM2 and RRM3 regions of PABPC1. Based on these results, we propose the following functional mechanism for Paip2A: Paip2A initially binds to the RRM2 region of poly(A)-bound PABPC1, and RRM2-anchored Paip2A effectively displaces the RRM3 region from poly(A), resulting in dissociation of the whole PABPC1 molecule. Together, our findings provide insight into the translation repression effect of Paip2A and may aid in the development of novel anticancer and/or antiviral drugs.


Assuntos
Poli A , Proteínas de Ligação a Poli(A) , Biossíntese de Proteínas , Motivo de Reconhecimento de RNA , Poli A/metabolismo , Proteínas de Ligação a Poli(A)/genética , Proteínas de Ligação a Poli(A)/metabolismo , Ligação Proteica , RNA Mensageiro/genética , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo
2.
J Chem Inf Model ; 63(23): 7578-7587, 2023 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-38016694

RESUMO

Information on structures of protein-ligand complexes, including comparisons of known and putative protein-ligand-binding pockets, is valuable for protein annotation and drug discovery and development. To facilitate biomedical and pharmaceutical research, we developed PoSSuM (https://possum.cbrc.pj.aist.go.jp/PoSSuM/), a database for identifying similar binding pockets in proteins. The current PoSSuM database includes 191 million similar pairs among almost 10 million identified pockets. PoSSuM drug search (PoSSuMds) is a resource for investigating ligand and receptor diversity among a set of pockets that can bind to an approved drug compound. The enhanced PoSSuMds covers pockets associated with both approved drugs and drug candidates in clinical trials from the latest release of ChEMBL. Additionally, we developed two new databases: PoSSuMAg for investigating antibody-antigen interactions and PoSSuMAF to simplify exploring putative pockets in AlphaFold human protein models.


Assuntos
Algoritmos , Proteínas , Humanos , Ligantes , Proteínas/química , Sítios de Ligação , Ligação Proteica
3.
Handb Exp Pharmacol ; 267: 481-505, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34117930

RESUMO

A number of peptide toxins isolated from animals target potassium ion (K+) channels. Many of them are particularly known to inhibit voltage-gated K+ (KV) channels and are mainly classified into pore-blocking toxins or gating-modifier toxins. Pore-blocking toxins directly bind to the ion permeation pores of KV channels, thereby physically occluding them. In contrast, gating-modifier toxins bind to the voltage-sensor domains of KV channels, modulating their voltage-dependent conformational changes. These peptide toxins are useful molecular tools in revealing the structure-function relationship of KV channels and have potential for novel treatments for diseases related to KV channels. This review focuses on the inhibition mechanism of pore-blocking and gating-modifier toxins that target KV channels.


Assuntos
Ativação do Canal Iônico , Toxinas Biológicas , Animais , Peptídeos
4.
Proc Natl Acad Sci U S A ; 115(15): 3858-3863, 2018 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-29581303

RESUMO

Ethanol consumption leads to a wide range of pharmacological effects by acting on the signaling proteins in the human nervous system, such as ion channels. Despite its familiarity and biological importance, very little is known about the molecular mechanisms underlying the ethanol action, due to extremely weak binding affinity and the dynamic nature of the ethanol interaction. In this research, we focused on the primary in vivo target of ethanol, G-protein-activated inwardly rectifying potassium channel (GIRK), which is responsible for the ethanol-induced analgesia. By utilizing solution NMR spectroscopy, we characterized the changes in the structure and dynamics of GIRK induced by ethanol binding. We demonstrated here that ethanol binds to GIRK with an apparent dissociation constant of 1.0 M and that the actual physiological binding site of ethanol is located on the cavity formed between the neighboring cytoplasmic regions of the GIRK tetramer. From the methyl-based NMR relaxation analyses, we revealed that ethanol activates GIRK by shifting the conformational equilibrium processes, which are responsible for the gating of GIRK, to stabilize an open conformation of the cytoplasmic ion gate. We suggest that the dynamic molecular mechanism of the ethanol-induced activation of GIRK represents a general model of the ethanol action on signaling proteins in the human nervous system.


Assuntos
Etanol/metabolismo , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/química , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/metabolismo , Regulação Alostérica , Animais , Sítios de Ligação , Etanol/química , Cinética , Espectroscopia de Ressonância Magnética , Camundongos , Conformação Proteica , Domínios Proteicos
5.
Mol Pharmacol ; 98(6): 669-676, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33033108

RESUMO

Eukaryotic initiation factor 2α (eIF2α) kinase general control nonderepressible 2 (GCN2) drives cellular adaptation to amino acid limitation by activating the integrated stress response that induces activating transcription factor 4 (ATF4). Here, we found that a multikinase inhibitor, GZD824, which we identified using a cell-based assay with ATF4 immunostaining, inhibited the GCN2 pathway in cancer cells. Indeed, GZD824 suppressed GCN2 activation, eIF2α phosphorylation, and ATF4 induction during amino acid starvation stress. However, at lower nonsuppressive concentrations, GZD824 paradoxically stimulated eIF2α phosphorylation and ATF4 expression in a GCN2-dependent manner under unstressed conditions. Such dual properties conceivably arose from a direct effect on GCN2, as also observed in a cell-free GCN2 kinase assay and shared by a selective GCN2 inhibitor. Consistent with the GCN2 pathway inhibition, GZD824 sensitized certain cancer cells to amino acid starvation stress similarly to ATF4 knockdown. These results establish GZD824 as a multikinase GCN2 inhibitor and may enhance its utility as a drug under development. SIGNIFICANCE STATEMENT: GZD824, as a direct general control nonderepressible 2 (GCN2) inhibitor, suppresses activation of the integrated stress response during amino acid limitation, whereas it paradoxically stimulates this stress-signaling pathway at lower nonsuppressive concentrations. The pharmacological activity we identify herein will provide the basis for the use of GZD824 to elucidate the regulatory mechanisms of GCN2 and to evaluate the potential of the GCN2-activating transcription factor 4 pathway as a target for cancer therapy.


Assuntos
Benzamidas/farmacologia , Neoplasias/tratamento farmacológico , Inibidores de Proteínas Quinases/farmacologia , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Pirazóis/farmacologia , Fator 4 Ativador da Transcrição/genética , Fator 4 Ativador da Transcrição/metabolismo , Aminoácidos/metabolismo , Benzamidas/uso terapêutico , Linhagem Celular Tumoral , Ensaios de Seleção de Medicamentos Antitumorais , Fator de Iniciação 2 em Eucariotos/metabolismo , Técnicas de Silenciamento de Genes , Humanos , Neoplasias/patologia , Fosforilação/efeitos dos fármacos , Inibidores de Proteínas Quinases/uso terapêutico , Proteínas Serina-Treonina Quinases/genética , Proteínas Serina-Treonina Quinases/metabolismo , Pirazóis/uso terapêutico , Transdução de Sinais/efeitos dos fármacos , Estresse Fisiológico
6.
Chem Pharm Bull (Tokyo) ; 67(4): 321-326, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30930435

RESUMO

The structures of many membrane proteins have been analyzed in detergent micelles. However, the environment of detergent micelles differs somewhat from that of the lipid bilayer, where membrane proteins exhibit physiological functions. Therefore, a more membrane-like environment has been awaited for structural analysis of membrane proteins. Nanodiscs are "hockey-puck"-shaped lipid bilayer particles that distribute in a monodispersed manner in aqueous solution. We review how nanodiscs or protein-reconstituted nanodiscs are prepared and how they are utilized to analyze protein structure, dynamics, and interactions with lipid molecules using solution NMR and cryo-electron microscopy.


Assuntos
Bicamadas Lipídicas/química , Proteínas de Membrana/química , Nanoestruturas/química , Microscopia Crioeletrônica , Bicamadas Lipídicas/metabolismo , Proteínas de Membrana/metabolismo , Micelas , Modelos Moleculares , Ressonância Magnética Nuclear Biomolecular , Conformação Proteica
7.
Q Rev Biophys ; 47(2): 143-87, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24780282

RESUMO

Structural analyses of protein-protein interactions are required to reveal their functional mechanisms, and accurate protein-protein complex models, based on experimental results, are the starting points for drug development. In addition, structural information about proteins under physiologically relevant conditions is crucially important for understanding biological events. However, for proteins such as those embedded in lipid bilayers and transiently complexed with their effectors under physiological conditions, structural analyses by conventional methods are generally difficult, due to their large molecular weights and inhomogeneity. We have developed the cross-saturation (CS) method, which is an nuclear magnetic resonance measurement technique for the precise identification of the interfaces of protein-protein complexes. In addition, we have developed an extended version of the CS method, termed transferred cross-saturation (TCS), which enables the identification of the residues of protein ligands in close proximity to huge (>150 kDa) and heterogeneous complexes under fast exchange conditions (>0.1 s(-1)). Here, we discuss the outline, basic theory, and practical considerations of the CS and TCS methods. In addition, we will review the recent progress in the construction of models of protein-protein complexes, based on CS and TCS experiments, and applications of TCS to in situ analyses of biologically and medically important proteins in physiologically relevant states.


Assuntos
Ressonância Magnética Nuclear Biomolecular/métodos , Proteínas/química , Proteínas/metabolismo , Aminoácidos/química , Animais , Humanos , Ligação Proteica
8.
J Am Chem Soc ; 138(7): 2302-11, 2016 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-26855064

RESUMO

Chemical exchange processes of proteins on the order of microseconds (µs) to milliseconds (ms) play critical roles in biological functions. Developments in methyl-transverse relaxation optimized spectroscopy (methyl-TROSY), which observes the slowly relaxing multiple quantum (MQ) coherences, have enabled the studies of biologically important large proteins. However, the analyses of µs to ms chemical exchange processes based on the methyl-TROSY principle are still challenging, because the interpretation of the chemical exchange contributions to the MQ relaxation profiles is complicated, as significant chemical shift differences occur in both (1)H and (13)C nuclei. Here, we report a new methyl-based NMR method for characterizing chemical exchanges, utilizing differential MQ relaxation rates and a heteronuclear double resonance pulse technique. The method enables quantitative evaluations of the chemical exchange processes, in which significant chemical shift differences exist in both the (1)H and (13)C nuclei. The versatility of the method is demonstrated with the application to KirBac1.1, with an apparent molecular mass of 200 kDa.


Assuntos
Proteínas Ligantes de Maltose/química , Proteínas de Membrana/química , Ressonância Magnética Nuclear Biomolecular , Teoria Quântica , Modelos Moleculares , Peso Molecular , Fatores de Tempo
9.
Biochem Biophys Res Commun ; 460(1): 5-21, 2015 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-25998729

RESUMO

The calcium (Ca(2+)) ion is a universal signalling messenger which plays vital physiological roles in all eukaryotes. To decode highly regulated intracellular Ca(2+) signals, cells have evolved a number of sensor proteins that are ideally adapted to respond to a specific range of Ca(2+) levels. Among many such proteins, calmodulin (CaM) is a multi-functional cytoplasmic Ca(2+) sensor with a remarkable ability to interact with and regulate a plethora of structurally diverse target proteins. CaM achieves this 'multi-talented' functionality through two EF-hand domains, each with an independent capacity to bind targets, and an adaptable flexible linker. By contrast, stromal interaction molecule-1 and -2 (STIMs) have evolved for a specific role in endoplasmic reticulum (ER) Ca(2+) sensing using EF-hand machinery analogous to CaM; however, whereas CaM structurally adjusts to dissimilar binding partners, STIMs use the EF-hand machinery to self-regulate the stability of the Ca(2+) sensing domain. The molecular mechanisms underlying the Ca(2+)-dependent signal transduction by CaM and STIMs have revealed a remarkable repertoire of actions and underscore the flexibility of nature in molecular evolution and adaption to discrete Ca(2+) levels. Recent genomic sequencing efforts have uncovered a number of disease-associated mutations in both CaM and STIM1. This article aims to highlight the most recent key structural and functional findings in the CaM and STIM fields, and discusses how these two Ca(2+) sensor proteins execute their biological functions.


Assuntos
Arritmias Cardíacas/metabolismo , Cálcio/metabolismo , Calmodulina/metabolismo , Moléculas de Adesão Celular/metabolismo , Citoplasma/metabolismo , Retículo Endoplasmático/metabolismo , Proteínas de Membrana/metabolismo , Proteínas de Neoplasias/metabolismo , Animais , Arritmias Cardíacas/genética , Sinalização do Cálcio/fisiologia , Calmodulina/genética , Moléculas de Adesão Celular/genética , Retículo Endoplasmático/genética , Humanos , Proteínas de Membrana/genética , Modelos Biológicos , Proteínas de Neoplasias/genética , Molécula 1 de Interação Estromal , Molécula 2 de Interação Estromal
10.
RNA ; 18(11): 1957-67, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23019593

RESUMO

Eukaryotic releasing factor GSPT/eRF3 mediates translation termination-coupled mRNA decay via interaction with a cytosolic poly(A)-binding protein (PABPC1). A region of eRF3 containing two overlapping PAM2 (PABPC1-interacting motif 2) motifs is assumed to bind to the PABC domain of PABPC1, on the poly(A) tail of mRNA. PAM2 motifs are also found in the major deadenylases Caf1-Ccr4 and Pan2-Pan3, whose activities are enhanced upon PABPC1 binding to these motifs. Their deadenylase activities are regulated by eRF3, in which two overlapping PAM2 motifs competitively prevent interaction with PABPC1. However, it is unclear how these overlapping motifs recognize PABC and regulate deadenylase activity in a translation termination-coupled manner. We used a dominant-negative approach to demonstrate that the N-terminal PAM2 motif is critical for eRF3 binding to PABPC1 and that both motifs are required for function. Isothermal titration calorimetry (ITC) and NMR analyses revealed that the interaction is in equilibrium between the two PAM2-PABC complexes, where only one of the two overlapping PAM2 motifs is PABC-bound and the other is PABC-unbound and partially accessible to the other PABC. Based on these results, we proposed a biological role for the overlapping PAM2 motifs in the regulation of deadenylase accessibility to PABPC1 at the 3' end of poly(A).


Assuntos
Fatores de Terminação de Peptídeos/fisiologia , Processamento Pós-Transcricional do RNA , Estabilidade de RNA , RNA Mensageiro/metabolismo , Sequência de Aminoácidos , Sítios de Ligação , Calorimetria , Regulação da Expressão Gênica , Proteínas de Fluorescência Verde/genética , Meia-Vida , Células HeLa , Humanos , Modelos Moleculares , Dados de Sequência Molecular , Fatores de Terminação de Peptídeos/química , Fatores de Terminação de Peptídeos/genética , Poli A/metabolismo , Proteína I de Ligação a Poli(A)/metabolismo , Ligação Proteica , Domínios e Motivos de Interação entre Proteínas , Estrutura Quaternária de Proteína , RNA Mensageiro/genética , Termodinâmica , Titulometria , Globinas beta/genética
11.
Sci Adv ; 10(22): eadl0320, 2024 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-38820160

RESUMO

Translation of mRNAs is a fundamental process that occurs in all cell types of multicellular organisms. Conventionally, it has been considered a default step in gene expression, lacking specific regulation. However, recent studies have documented that certain mRNAs exhibit cell type-specific translation. Despite this, it remains unclear whether global translation is controlled in a cell type-specific manner. By using human cell lines and mouse models, we found that deletion of the ribosome-associated protein ribonuclease inhibitor 1 (RNH1) decreases global translation selectively in hematopoietic-origin cells but not in the non-hematopoietic-origin cells. RNH1-mediated cell type-specific translation is mechanistically linked to angiogenin-induced ribosomal biogenesis. Collectively, this study unravels the existence of cell type-specific global translation regulators and highlights the complex translation regulation in vertebrates.


Assuntos
Biossíntese de Proteínas , Ribonuclease Pancreático , Ribossomos , Ribonuclease Pancreático/metabolismo , Ribonuclease Pancreático/genética , Humanos , Animais , Camundongos , Ribossomos/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Regulação da Expressão Gênica , Linhagem Celular , Especificidade de Órgãos , Proteínas de Transporte
12.
J Biol Chem ; 287(23): 19537-49, 2012 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-22511772

RESUMO

G protein-gated inwardly rectifying potassium channel (GIRK) plays a crucial role in regulating heart rate and neuronal excitability. The gating of GIRK is regulated by the association and dissociation of G protein ßγ subunits (Gßγ), which are released from pertussis toxin-sensitive G protein α subunit (Gα(i/o)) upon GPCR activation in vivo. Several lines of evidence indicate that Gα(i/o) also interacts directly with GIRK, playing functional roles in the signaling efficiency and the modulation of the channel activity. However, the underlying mechanism for GIRK regulation by Gα(i/o) remains to be elucidated. Here, we performed NMR analyses of the interaction between the cytoplasmic region of GIRK1 and Gα(i3) in the GTP-bound state. The NMR spectral changes of Gα upon the addition of GIRK as well as the transferred cross-saturation (TCS) results indicated their direct binding mode, where the K(d) value was estimated as ∼1 mm. The TCS experiments identified the direct binding sites on Gα and GIRK as the α2/α3 helices on the GTPase domain of Gα and the αA helix of GIRK. In addition, the TCS and paramagnetic relaxation enhancement results suggested that the helical domain of Gα transiently interacts with the αA helix of GIRK. Based on these results, we built a docking model of Gα and GIRK, suggesting the molecular basis for efficient GIRK deactivation by Gα(i/o).


Assuntos
Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/química , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/química , Modelos Moleculares , Animais , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/genética , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/metabolismo , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/genética , Subunidades alfa Gi-Go de Proteínas de Ligação ao GTP/metabolismo , Camundongos , Ressonância Magnética Nuclear Biomolecular , Estrutura Quaternária de Proteína , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Relação Estrutura-Atividade
13.
J Biol Chem ; 287(47): 39634-41, 2012 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-23024361

RESUMO

KcsA is a tetrameric K(+) channel that is activated by acidic pH. Under open conditions of the helix bundle crossing, the selectivity filter undergoes an equilibrium between permeable and impermeable conformations. Here we report that the population of the permeable conformation (p(perm)) positively correlates with the tetrameric stability and that the population in reconstituted high density lipoprotein, where KcsA is surrounded by the lipid bilayer, is lower than that in detergent micelles, indicating that dynamic properties of KcsA are different in these two media. Perturbation of the membrane environment by the addition of 1-3% 2,2,2-trifluoroethanol increases p(perm) and the open probability, revealed by NMR and single-channel recording analyses. These results demonstrate that KcsA inactivation is determined not only by the protein itself but also by the surrounding membrane environments.


Assuntos
Proteínas de Bactérias/química , Ressonância Magnética Nuclear Biomolecular , Canais de Potássio/química , Streptomyces lividans/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Detergentes/química , Concentração de Íons de Hidrogênio , Micelas , Canais de Potássio/genética , Canais de Potássio/metabolismo , Estrutura Terciária de Proteína , Streptomyces lividans/genética , Streptomyces lividans/metabolismo
14.
Biochim Biophys Acta ; 1824(10): 1129-35, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22743077

RESUMO

MgtE is a prokaryotic Mg(2+) transporter that controls cellular Mg(2+) concentrations. We previously reported crystal structures of the cytoplasmic region of MgtE, consisting of 2 domains, that is, N and CBS, in the Mg(2+)-free and Mg(2+)-bound forms. The Mg(2+)-binding sites lay at the interface of the 2 domains, making the Mg(2+)-bound form compact and globular. In the Mg(2+)-free structure, however, the domains are far apart, and the Mg(2+)-binding sites are destroyed. Therefore, it is unclear how Mg(2+)-free MgtE changes its conformation to accommodate Mg(2+) ions. Here, we used paramagnetic relaxation enhancement (PRE) to characterize the relative orientation of the N and CBS domains in the absence of Mg(2+) in solution. When the residues on the surface of the CBS domain were labeled with nitroxide tags, significant PRE effects were observed for the residues in the N domain. No single structure satisfied the PRE profiles, suggesting that the N and CBS domains are not fixed in a particular orientation in solution. We then conducted ensemble simulated annealing calculations in order to obtain the atomic probability density and visualize the spatial distribution of the N domain in solution. The results indicate that the N domain tends to occupy the space near its position in the Mg(2+)-bound crystal structure, facilitating efficient capture of Mg(2+) with increased intracellular Mg(2+) concentration, which is necessary to close the gate.


Assuntos
Antiporters/metabolismo , Proteínas de Bactérias/metabolismo , Citoplasma/metabolismo , Magnésio/metabolismo , Antiporters/química , Proteínas de Bactérias/química , Cristalografia por Raios X , Transporte de Íons , Modelos Moleculares
15.
Proc Natl Acad Sci U S A ; 107(14): 6216-21, 2010 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-20212150

RESUMO

KcsA is a prokaryotic pH-dependent potassium (K) channel. Its activation, by a decrease in the intracellular pH, is coupled with its subsequent inactivation, but the underlying mechanisms remain elusive. Here, we have investigated the conformational changes and equilibrium of KcsA by using solution NMR spectroscopy. Controlling the temperature and pH of KcsA samples produced three distinct methyl-TROSY and NOESY spectra, corresponding to the resting, activated, and inactivated states. The pH-dependence of the signals from the extracellular side was affected by the mutation of H25 on the intracellular side, indicating the coupled conformational changes of the extracellular and intracellular gates. K(+) titration and NOE experiments revealed that the inactivated state was obtained by the replacement of K(+) with H(2)O, which may interfere with the K(+)-permeation. This structural basis of the activation-coupled inactivation is closely related to the C-type inactivation of other K channels.


Assuntos
Proteínas de Bactérias/química , Canais de Potássio/química , Streptomyces lividans/química , Proteínas de Bactérias/metabolismo , Concentração de Íons de Hidrogênio , Modelos Moleculares , Ressonância Magnética Nuclear Biomolecular , Potássio/química , Potássio/metabolismo , Canais de Potássio/metabolismo , Estrutura Quaternária de Proteína , Streptomyces lividans/metabolismo , Água/química , Água/metabolismo
16.
Chem Commun (Camb) ; 59(44): 6722-6725, 2023 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-37191131

RESUMO

We combined a library of medium-sized molecules with iterative screening using multiple machine learning algorithms that were ligand-based, which resulted in a large increase of the hit rate against a protein-protein interaction target. This was demonstrated by inhibition assays using a PPI target, Kelch-like ECH-associated protein 1/nuclear factor erythroid 2-related factor 2 (Keap1/Nrf2), and a deep neural network model based on the first-round assay data showed a highest hit rate of 27.3%. Using the models, we identified novel active and non-flat compounds far from public datasets, expanding the chemical space.


Assuntos
Aprendizado Profundo , Proteína 1 Associada a ECH Semelhante a Kelch/química , Fator 2 Relacionado a NF-E2/química , Fator 2 Relacionado a NF-E2/metabolismo , Descoberta de Drogas/métodos , Ligação Proteica
17.
J Cheminform ; 15(1): 120, 2023 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-38093324

RESUMO

Developing compounds with novel structures is important for the production of new drugs. From an intellectual perspective, confirming the patent status of newly developed compounds is essential, particularly for pharmaceutical companies. The generation of a large number of compounds has been made possible because of the recent advances in artificial intelligence (AI). However, confirming the patent status of these generated molecules has been a challenge because there are no free and easy-to-use tools that can be used to determine the novelty of the generated compounds in terms of patents in a timely manner; additionally, there are no appropriate reference databases for pharmaceutical patents in the world. In this study, two public databases, SureChEMBL and Google Patents Public Datasets, were used to create a reference database of drug-related patented compounds using international patent classification. An exact structure search system was constructed using InChIKey and a relational database system to rapidly search for compounds in the reference database. Because drug-related patented compounds are a good source for generative AI to learn useful chemical structures, they were used as the training data. Furthermore, molecule generation was successfully directed by increasing and decreasing the number of generated patented compounds through incorporation of patent status (i.e., patented or not) into learning. The use of patent status enabled generation of novel molecules with high drug-likeness. The generation using generative AI with patent information would help efficiently propose novel compounds in terms of pharmaceutical patents. Scientific contribution: In this study, a new molecule-generation method that takes into account the patent status of molecules, which has rarely been considered but is an important feature in drug discovery, was developed. The method enables the generation of novel molecules based on pharmaceutical patents with high drug-likeness and will help in the efficient development of effective drug compounds.

18.
FEBS Lett ; 597(12): 1667-1676, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37177801

RESUMO

Aggregation of the 43 kDa TAR DNA-binding protein (TDP-43) is a pathological hallmark of amyotrophic lateral sclerosis (ALS) and frontotemporal lobar degeneration (FTLD). RNA binding and TDP-43 N-terminal domain dimerisation has been suggested to ameliorate TDP-43 aggregation. However, the relationship between these factors and the solubility of TDP-43 is largely unknown. Therefore, we developed new oligonucleotides that can recruit two TDP-43 molecules and interfere with their intermolecular interactions via spatial separation. Using these oligonucleotides and TDP-43-preferable UG-repeats, we uncovered two distinct mechanisms for modulating TDP-43 solubility by RNA binding: One is N-terminal domain dimerisation, and the other is the spatial separation of two TDP-43 molecules. This study provides new molecular insights into the regulation of TDP-43 solubility.


Assuntos
Esclerose Lateral Amiotrófica , Degeneração Lobar Frontotemporal , Humanos , Proteínas de Ligação a DNA/metabolismo , Esclerose Lateral Amiotrófica/metabolismo , Degeneração Lobar Frontotemporal/metabolismo , Corpos de Inclusão/metabolismo , RNA/genética , RNA/metabolismo
19.
J Biol Chem ; 286(3): 2215-23, 2011 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-21075842

RESUMO

G protein-activated inwardly rectifying potassium channel (GIRK) plays crucial roles in regulating heart rate and neuronal excitability in eukaryotic cells. GIRK is activated by the direct binding of heterotrimeric G protein ßγ subunits (Gßγ) upon stimulation of G protein-coupled receptors, such as M2 acetylcholine receptor. The binding of Gßγ to the cytoplasmic pore (CP) region of GIRK causes structural rearrangements, which are assumed to open the transmembrane ion gate. However, the crucial residues involved in the Gßγ binding and the structural mechanism of GIRK gating have not been fully elucidated. Here, we have characterized the interaction between the CP region of GIRK and Gßγ, by ITC and NMR. The ITC analyses indicated that four Gßγ molecules bind to a tetramer of the CP region of GIRK with a dissociation constant of 250 µM. The NMR analyses revealed that the Gßγ binding site spans two neighboring subunits of the GIRK tetramer, which causes conformational rearrangements between subunits. A possible binding mode and mechanism of GIRK gating are proposed.


Assuntos
Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/metabolismo , Subunidades beta da Proteína de Ligação ao GTP/metabolismo , Subunidades gama da Proteína de Ligação ao GTP/metabolismo , Ativação do Canal Iônico/fisiologia , Modelos Biológicos , Animais , Sítios de Ligação , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/química , Canais de Potássio Corretores do Fluxo de Internalização Acoplados a Proteínas G/genética , Subunidades beta da Proteína de Ligação ao GTP/química , Subunidades beta da Proteína de Ligação ao GTP/genética , Subunidades gama da Proteína de Ligação ao GTP/química , Subunidades gama da Proteína de Ligação ao GTP/genética , Humanos , Camundongos , Ressonância Magnética Nuclear Biomolecular , Estrutura Quaternária de Proteína
20.
Front Chem ; 10: 1090643, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36700083

RESUMO

Protein-protein interactions (PPIs) are recognized as important targets in drug discovery. The characteristics of molecules that inhibit PPIs differ from those of small-molecule compounds. We developed a novel chemical library database system (DLiP) to design PPI inhibitors. A total of 32,647 PPI-related compounds are registered in the DLiP. It contains 15,214 newly synthesized compounds, with molecular weight ranging from 450 to 650, and 17,433 active and inactive compounds registered by extracting and integrating known compound data related to 105 PPI targets from public databases and published literature. Our analysis revealed that the compounds in this database contain unique chemical structures and have physicochemical properties suitable for binding to the protein-protein interface. In addition, advanced functions have been integrated with the web interface, which allows users to search for potential PPI inhibitor compounds based on types of protein-protein interfaces, filter results by drug-likeness indicators important for PPI targeting such as rule-of-4, and display known active and inactive compounds for each PPI target. The DLiP aids the search for new candidate molecules for PPI drug discovery and is available online (https://skb-insilico.com/dlip).

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