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1.
Mol Inform ; 42(12): e202300113, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37710142

RESUMO

Nowadays there are numerous discovered natural RNA variations participating in different cellular processes and artificial RNA, e. g., aptamers, riboswitches. One of the required tasks in the investigation of their functions and mechanism of influence on cells and interaction with targets is the prediction of RNA secondary structures. The classic thermodynamic-based prediction algorithms do not consider the specificity of biological folding and deep learning methods that were designed to resolve this issue suffer from homology-based methods problems. Herein, we present a method for RNA secondary structure prediction based on deep learning - AliNA (ALIgned Nucleic Acids). Our method successfully predicts secondary structures for non-homologous to train-data RNA families thanks to usage of the data augmentation techniques. Augmentation extends existing datasets with easily-accessible simulated data. The proposed method shows a high quality of prediction across different benchmarks including pseudoknots. The method is available on GitHub for free (https://github.com/Arty40m/AliNA).


Assuntos
Aprendizado Profundo , RNA , Humanos , RNA/química , RNA/genética , Conformação de Ácido Nucleico , Análise de Sequência de RNA/métodos , Algoritmos
2.
J Steroid Biochem Mol Biol ; 230: 106280, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36870373

RESUMO

Steroid derivatives modified with nitrogen containing heterocycles are known to inhibit activity of steroidogenic enzymes, decrease proliferation of cancer cells and attract attention as promising anticancer agents. Specifically, 2'-(3ß-hydroxyandrosta-5,16-dien-17-yl)-4',5'-dihydro-1',3'-oxazole 1a potently inhibited proliferation of prostate carcinoma cells. In this study we synthesized and investigated five new derivatives of 3ß-hydroxyandrosta-5,16-diene comprising 4'-methyl or 4'-phenyl substituted oxazolinyl cycle 1 (b-f). Docking of compounds 1 (a-f) to CYP17A1 active site revealed that the presence of substitutents at C4' atom in oxazoline cycle, as well as C4' atom configuration, significantly affect docking poses of compounds in the complexes with enzyme. Testing of compounds 1 (a-f) as CYP17A1 inhibitors revealed that the only compound 1a, comprising unsubstituted oxazolinyl moiety, demonstrated strong inhibitory activity, while other compounds 1 (b-f) were slightly active or non active. Compounds 1 (a-f) efficiently decreased growth and proliferation of prostate carcinoma LNCaP and PC-3 cells at 96 h incubation; the effect of compound 1a was the most powerful. Compound 1a efficiently stimulated apoptosis and caused PC-3 cells death, that was demonstrated by a direct comparison of pro-apoptotic effects of compound 1a and abiraterone.


Assuntos
Antineoplásicos , Hiperplasia Prostática , Neoplasias da Próstata , Masculino , Humanos , Próstata/metabolismo , Oxazóis/farmacologia , Oxazóis/química , Antineoplásicos/farmacologia , Antineoplásicos/química , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/patologia , Proliferação de Células , Linhagem Celular Tumoral , Relação Estrutura-Atividade , Esteroide 17-alfa-Hidroxilase/metabolismo
3.
Bioelectrochemistry ; 149: 108277, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36198256

RESUMO

The electrochemically driven cytochrome P450 reactions have great promise as drug sensing device, new drug searching tool and bioreactor with broad synthetic application. In the present work, we proposed approaches for the increasing the efficiency of cytochrome P450 3A4 electrocatalysis, based on fine regulation and reproduction of nature hemeprotein catalytic cycle and electron transfer pathways on electrode. To analyze the comparative electrochemical and electrocatalytic activity, cytochrome P450 3A4 was immobilized on electrodes modified with a membrane-like synthetic surfactant, didodecyldimethylammonium bromide (DDAB). We used riboflavin, FMN and FAD as low molecular models of NADPH-dependent cytochrome P450 reductase for the improving and enhancement properties of catalytically responsible cytochrome P450 3A4-electrode. The efficiencies of electrocatalysis of erythromycin N-demethylation as well-known cytochrome P450 3A4 substrate in the case of riboflavin, FAD and FMN as electron transfer mediators were 135 ± 6, 171 ± 15 and 203 ± 10 %, respectively (in comparison with 100 ± 18 % erythromycin N-demethylation in the case of cytochrome P450 3A4-electrode as catalyst). Molecular modeling of cytochrome P450 3A4 complexes with riboflavin, FMN and FAD confirms possibility of binding isoalloxazine ring of riboflavin to the protein on the proximal side of hemeprotein, which is the place for binding of redox partners of the cytochrome P450.


Assuntos
Mononucleotídeo de Flavina , Flavina-Adenina Dinucleotídeo , NADPH-Ferri-Hemoproteína Redutase/química , Sistema Enzimático do Citocromo P-450/metabolismo , Eritromicina
4.
Int J Mol Sci ; 23(21)2022 Nov 04.
Artigo em Inglês | MEDLINE | ID: mdl-36362339

RESUMO

Synapse loss in the brain of Alzheimer's disease patients correlates with cognitive dysfunctions. Drugs that limit synaptic loss are promising pharmacological agents. The transient receptor potential cation channel, subfamily C, member 6 (TRPC6) regulates the formation of an excitatory synapse. Positive regulation of TRPC6 results in increased synapse formation and enhances learning and memory in animal models. The novel selective TRPC6 agonist, 3-(3-,4-Dihydro-6,7-dimethoxy-3,3-dimethyl-1-isoquinolinyl)-2H-1-benzopyran-2-one, has recently been identified. Here we present in silico, in vitro, ex vivo, pharmacokinetic and in vivo studies of this compound. We demonstrate that it binds to the extracellular agonist binding site of the human TRPC6, protects hippocampal mushroom spines from amyloid toxicity in vitro, efficiently recovers synaptic plasticity in 5xFAD brain slices, penetrates the blood-brain barrier and recovers cognitive deficits in 5xFAD mice. We suggest that C20 might be recognized as the novel TRPC6-selective drug suitable to treat synaptic deficiency in Alzheimer's disease-affected hippocampal neurons.


Assuntos
Doença de Alzheimer , Camundongos , Animais , Humanos , Canal de Cátion TRPC6/metabolismo , Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/metabolismo , Barreira Hematoencefálica/metabolismo , Transtornos da Memória/tratamento farmacológico , Transtornos da Memória/metabolismo , Hipocampo/metabolismo , Camundongos Transgênicos , Modelos Animais de Doenças , Peptídeos beta-Amiloides/metabolismo
5.
Pharmaceuticals (Basel) ; 15(4)2022 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-35455478

RESUMO

Telomeres serve a critical function in cell replication and proliferation at every stage of the cell cycle. Telomerase is a ribonucleoprotein, responsible for maintaining the telomere length and chromosomal integrity of frequently dividing cells. Although it is silenced in most human somatic cells, telomere restoration occurs in cancer cells because of telomerase activation or alternative telomere lengthening. The telomerase enzyme is a universal anticancer target that is expressed in 85-95% of cancers. BIBR1532 is a selective non-nucleoside potent telomerase inhibitor that acts by direct noncompetitive inhibition. Relying on its structural features, three different series were designed, and 30 novel compounds were synthesized and biologically evaluated as telomerase inhibitors using a telomeric repeat amplification protocol (TRAP) assay. Target compounds 29a, 36b, and 39b reported the greatest inhibitory effect on telomerase enzyme with IC50 values of 1.7, 0.3, and 2.0 µM, respectively, while BIBR1532 displayed IC50 = 0.2 µM. Compounds 29a, 36b, and 39b were subsequently tested using a living-cell TRAP assay and were able to penetrate the cell membrane and inhibit telomerase inside living cancer cells. Compound 36b was tested for cytotoxicity against 60 cancer cell lines using the NCI (USA) procedure, and the % growth was minimally impacted, indicating telomerase enzyme selectivity. To investigate the interaction of compound 36b with the telomerase allosteric binding site, molecular docking and molecular dynamics simulations were used.

6.
J Med Chem ; 64(15): 11432-11444, 2021 08 12.
Artigo em Inglês | MEDLINE | ID: mdl-34283610

RESUMO

Human (h) telomerase (TL; EC 2.7.7.49) plays a key role in sustaining cancer cells by means of elongating telomeric repeats at the 3' ends of chromosomes. Since TL-inhibitor (TI) stand-alone cancer therapy has been proven to be remarkably challenging, a polypharmacological approach represents a valid alternative. Here we consider a series of compounds able to inhibit both hTL and the tumor-associated carbonic anhydrases (CAs; EC 4.2.1.1) IX and XII. Compounds 7 and 9 suppressed hTL activity in both cell lysates and human colon cancer cell lines, and prolonged incubation with either 7 or 9 resulted in telomere shortening, cell cycle arrest, replicative senescence, and apoptosis. Enzyme kinetics showed that 7 and 9 are mixed-type inhibitors of the binding of DNA primers and deoxynucleoside triphosphate (dNTP) to the TL catalytic subunit hTERT, which is in agreement with docking experiments. Compound 9 showed antitumor activity in Colo-205 mouse xenografts and suppressed telomerase activity by telomere reduction.


Assuntos
Antineoplásicos/farmacologia , Anidrases Carbônicas/metabolismo , Inibidores Enzimáticos/farmacologia , Sulfonamidas/farmacologia , Telomerase/antagonistas & inibidores , Zidovudina/farmacologia , Animais , Antineoplásicos/síntese química , Antineoplásicos/química , Proliferação de Células/efeitos dos fármacos , Relação Dose-Resposta a Droga , Ensaios de Seleção de Medicamentos Antitumorais , Inibidores Enzimáticos/síntese química , Inibidores Enzimáticos/química , Feminino , Humanos , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Nus , Estrutura Molecular , Neoplasias Experimentais/tratamento farmacológico , Neoplasias Experimentais/metabolismo , Neoplasias Experimentais/patologia , Relação Estrutura-Atividade , Sulfonamidas/química , Telomerase/metabolismo , Células Tumorais Cultivadas , Zidovudina/química
7.
Med Chem ; 17(2): 134-145, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-31939731

RESUMO

BACKGROUND: Triterpenoids exhibit a wide spectrum of antimicrobial activity. OBJECTIVE: The objective of this study was to synthesize a series of nitrogen derivatives based on lupane, oleanane, and ursane triterpenoids with high antitubercular activity. METHODS: Isonicotinoylhydrazones were prepared via the reaction of 3-oxotriterpenic acids or betulonic aldehyde with isoniazid (INH) in yields of 54-72%. N-Acylation of betulonic or azepanobetulinic acids led to lupane C28 hydrazides and dihydrazides. The derivatives were evaluated for their in vitro antimycobacterial activities against Mycobacterium tuberculosis (MTB) H37RV and single-drug resistance (SDR)-TB in the National Institute of Allergy and Infectious Diseases, USA. Molecular docking was performed to evaluate the possible binding modes of investigated compounds in the active site of Diterpene synthase (Rv3378c). RESULTS: The obtained compounds are represented by C3 or C28 conjugates with hydrazine hydrate or INH. Some compounds demonstrated from high minimum inhibitory concentration (MIC ≤ 10 µg/mL) to excellent (MICs from 0.19 to 1.25 µg/mL) activity against MTB H37RV. Two lupane conjugates with INH were the leading compounds against MTB H37RV and some SDR-strains with MICs ranged from 0.19 to 1.70 µg/mL. Molecular docking of active compounds to diterpene synthase showed that these moieties accommodate the active site of the enzyme. CONCLUSION: It was revealed that the conjugation of lupanes with INH at C3 is more effective than at C28 and the lupane skeleton is preferable among oleanane and ursane types. The replacement of native hexacarbocyclic A ring to seven-member azepane ring is favorably for inhibition of both MTB H37RV and SDR-strains. These data could possibly mean that the antitubercular activity against INH-resistant strains (INH-R) came from both triterpenoid and isoniazid parts of the hybrid molecules. Azepanobetulin showed the highest activity against both INH-R strains in comparison with other triterpenoids and INH. Thus, the introduction of hydrazone, hydrazide (dihydrazide), or azepane moieties into the triterpenoid core is a promising way for the development of new anti-tubercular agents.


Assuntos
Antituberculosos/síntese química , Hidrazonas/química , Mycobacterium tuberculosis/efeitos dos fármacos , Triterpenos/síntese química , Triterpenos/farmacologia , Antituberculosos/química , Antituberculosos/farmacologia , Isoniazida/química , Isoniazida/farmacologia , Estrutura Molecular , Rifampina/química , Rifampina/farmacologia , Triterpenos/química
8.
Fundam Clin Pharmacol ; 35(2): 423-431, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33012006

RESUMO

We have investigated interactions of galeterone and its pharmacologically active metabolite - 3-keto-Δ4-galeterone (D4G) - with one of the key enzymes of corticosteroid biosynthesis - steroid 21-monooxygenase (CYP21A2). It was shown by absorption spectroscopy that both compounds induce type I spectral changes of CYP21A2. Spectral dissociation constants (KS ) of complexes of CYP21A2 with galeterone or D4G were calculated as 3.1 ± 0.7 µm and 4.6 ± 0.4 µm, respectively. It was predicted by molecular docking that both ligands similarly bind to the active site of CYP21A2. We have revealed using reconstituted monooxygenase system that galeterone is a competitive inhibitor of CYP21A2 with the inhibition constant (Ki ) value of 12 ± 3 µm, while D4G at the concentrations of 10 and 25 µm does not inhibit the enzyme. Summarizing, based on the in vitro analyses we detected inhibition of CYP21A2 by galeterone and lack of the influence of D4G on this enzyme.


Assuntos
Androstadienos/química , Benzimidazóis/química , Inibidores Enzimáticos/química , Esteroide 21-Hidroxilase/química , Interações Medicamentosas , Humanos , Masculino , Simulação de Acoplamento Molecular , Neoplasias da Próstata/tratamento farmacológico
9.
Int J Mol Sci ; 21(20)2020 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-33066693

RESUMO

Isatin (indole-2, 3-dione) is a non-peptide endogenous bioregulator exhibiting a wide spectrum of biological activity, realized in the cell via interactions with numerous isatin-binding proteins, their complexes, and (sub) interactomes. There is increasing evidence that isatin may be involved in the regulation of complex formations by modulating the affinity of the interacting protein partners. Recently, using Surface Plasmon Resonance (SPR) analysis, we have found that isatin in a concentration dependent manner increased interaction between two human mitochondrial proteins, ferrochelatase (FECH), and adrenodoxine reductase (ADR). In this study, we have investigated the affinity-enhancing effect of isatin on the FECH/ADR interaction. The SPR analysis has shown that FECH forms not only homodimers, but also FECH/ADR heterodimers. The affinity-enhancing effect of isatin on the FECH/ADR interaction was highly specific and was not reproduced by structural analogues of isatin. Bioinformatic analysis performed using three dimensional (3D) models of the interacting proteins and in silico molecular docking revealed the most probable mechanism involving FECH/isatin/ADR ternary complex formation. In this complex, isatin is targeted to the interface of interacting FECH and ADR monomers, forming hydrogen bonds with both FECH and ADR. This is a new regulatory mechanism by which isatin can modulate protein-protein interactions (PPI).


Assuntos
Ferredoxina-NADP Redutase/química , Ferroquelatase/química , Isatina/química , Ferredoxina-NADP Redutase/metabolismo , Ferroquelatase/metabolismo , Humanos , Isatina/metabolismo , Simulação de Acoplamento Molecular , Ligação Proteica , Ressonância de Plasmônio de Superfície
10.
Steroids ; 162: 108693, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32645328

RESUMO

The interactions of pharmacologically active 3-keto-Δ4-metabolite of anticancer drug abiraterone (D4A) with steroid-metabolizing cytochromes P450 (CYP51A1, CYP11A1, CYP19A1) was studied by absorption spectroscopy and molecular docking. Both abiraterone and D4A induce type I spectral changes of CYP51A1, one of the enzymes of cholesterol biosynthesis. We have revealed that D4A did not induce spectral changes of CYP11A1, the key enzyme of pregnenolone biosynthesis, unlike abiraterone (type II ligand of CYP11A1). On the contrary, D4A interacts with the active site of CYP19A1, the key enzyme of estrogen biosynthesis, inducing type II spectral changes, while abiraterone does not. Spectral analysis allowed us to calculate spectral dissociation constant (KS) for each complex of cytochrome P450 with respective ligands. The data were supported by molecular docking. The obtained results broaden understanding of interactions of D4A with some of the key steroid-metabolizing cytochromes P450 and allow one to predict possible disproportions of steroid metabolism.


Assuntos
Androstenos/metabolismo , Sistema Enzimático do Citocromo P-450/metabolismo , Simulação de Acoplamento Molecular , Sistema Enzimático do Citocromo P-450/química , Ligação Proteica , Conformação Proteica , Análise Espectral
11.
Fundam Clin Pharmacol ; 34(1): 120-130, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-31286572

RESUMO

Potential drug-drug interactions of the antitumor drug abiraterone and the macrolide antibiotic erythromycin were studied at the stage of cytochrome P450 3A4 (CYP3A4) biotransformation. Using differential spectroscopy, we have shown that abiraterone is a type II ligand of CYP3A4. The dependence of CYP3A4 spectral changes on the concentration of abiraterone is sigmoidal, which indicates cooperative interactions of CYP3A4 with abiraterone; these interactions were confirmed by molecular docking. The dissociation constant (Kd ) and Hill coefficient (h) values for the CYP3A4-abiraterone complex were calculated as 3.8 ± 0.1 µM and 2.3 ± 0.2, respectively. An electrochemical enzymatic system based on CYP3A4 immobilized on a screen-printed electrode was used to show that abiraterone acts as a competitive inhibitor toward erythromycin N-demethylase activity of CYP3A4 (apparent Ki  = 8.1 ± 1.2 µM), while erythromycin and its products of enzymatic metabolism do not affect abiraterone N-oxidation by CYP3A4. In conclusion, the inhibition properties of abiraterone toward CYP3A4-dependent N-demethylation of erythromycin and the biologically inert behavior of erythromycin toward abiraterone hydroxylation were demonstrated.


Assuntos
Androstenos/farmacologia , Antibacterianos/farmacocinética , Citocromo P-450 CYP3A/efeitos dos fármacos , Eritromicina/farmacocinética , Antineoplásicos/farmacologia , Citocromo P-450 CYP3A/metabolismo , Inibidores do Citocromo P-450 CYP3A/farmacologia , Interações Medicamentosas , Humanos , Hidroxilação , Simulação de Acoplamento Molecular
12.
Steroids ; 153: 108534, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31678134

RESUMO

Seven new oxazoline, benzoxazole and benzimidazole derivatives were synthesized from 3ß-acetoxyandrosta-5,16-dien-17-carboxylic, 3ß-acetoxyandrost-5-en-17ß-carboxylic and 3ß-acetoxypregn-5-en-21-oic acids. Docking to active site of human 17α-hydroxylase/17,20-lyase revealed that all oxazolines, as well as benzoxazoles and benzimidazoles comprising Δ16 could form stable complexes with enzyme, in which steroid moiety is positioned similarly to that of abiraterone and galeterone, and nitrogen atom coordinates heme iron, while 16,17-saturated benzoxazoles and benzimidazoles could only bind in a position where heterocycle is located nearly parallel to heme plane. Modeling of the interaction of new benzoxazole and benzimidazole derivatives with androgen receptor revealed the destabilization of helix 12, constituting activation function 2 (AF2) site, by mentioned compounds, similar to one induced by known antagonist galeterone. The synthesized compounds inhibited growth of prostate carcinoma LNCaP and PC-3 cells at 96 h incubation; the potency of 2'-(3ß-hydroxyandrosta-5,16-dien-17-yl)-4',5'-dihydro-1',3'-oxazole and 2'-(3ß-hydroxyandrosta-5,16-dien-17-yl)-benzimidazole was superior and could inspire further investigations of these compounds as potential anti-cancer agents.


Assuntos
Androstadienos/farmacologia , Androstenos/farmacologia , Antineoplásicos/farmacologia , Benzimidazóis/farmacologia , Benzoxazóis/farmacologia , Oxazóis/farmacologia , Androstadienos/síntese química , Androstadienos/química , Androstenos/síntese química , Androstenos/química , Antineoplásicos/síntese química , Antineoplásicos/química , Benzimidazóis/síntese química , Benzimidazóis/química , Benzoxazóis/química , Proliferação de Células/efeitos dos fármacos , Relação Dose-Resposta a Droga , Ensaios de Seleção de Medicamentos Antitumorais , Humanos , Modelos Moleculares , Conformação Molecular , Oxazóis/química , Células PC-3 , Estereoisomerismo , Relação Estrutura-Atividade , Células Tumorais Cultivadas
13.
Drug Dev Res ; 79(2): 81-93, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29570223

RESUMO

Hit, Lead & Candidate Discovery In recent studies, we have shown that pyrrolo[3,4-f]indole-5,7-dione and indole-5,6-dicarbonitrile derivatives act as good potency in vitro inhibitors of the monoamine oxidase (MAO) enzymes. To expand on these series and to further derive structure-activity relationships (SARs) for MAO inhibition, in the present study we synthesized additional homologs and related analogs of these chemical classes. Analyzes of the MAO inhibition properties of the synthesized compounds show that among the pyrrolo[3,4-f]indole-5,7-dione derivatives good potency MAO inhibitors exist as exemplified by 10, which possesses IC50 values for the inhibition of MAO-A and MAO-B of 0.023 and 0.178 µM, respectively. Among thirteen pyrrolo[3,4-f]indole-5,7-diones, nine compounds exhibit IC50 values for the inhibition of an MAO isoform in the submicromolar range. It may be concluded that active MAO inhibitors, such as 10 represent suitable leads for the development of drugs for neurodegenerative and neuropsychiatric disorders such as Parkinson's disease and depression. MAO inhibitors are also of interest for the treatment of prostate cancer, certain types of cardiomyopathies and Alzheimer's disease.


Assuntos
Indóis/farmacologia , Modelos Moleculares , Inibidores da Monoaminoxidase/farmacologia , Monoaminoxidase/metabolismo , Pirróis/farmacologia , Humanos , Indóis/química , Inibidores da Monoaminoxidase/química , Pirróis/química
14.
Sci Rep ; 8(1): 298, 2018 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-29321566

RESUMO

Alzheimer's disease (AD) is a multifactorial neurodegenerative disorder. Amyloid-ß (Aß) aggregation is likely to be the major cause of AD. In contrast to humans and other mammals, that share the same Aß sequence, rats and mice are invulnerable to AD-like neurodegenerative pathologies, and Aß of these rodents (ratAß) has three amino acid substitutions in the metal-binding domain 1-16 (MBD). Angiotensin-converting enzyme (ACE) cleaves Aß-derived peptide substrates, however, there are contradictions concerning the localization of the cleavage sites within Aß and the roles of each of the two ACE catalytically active domains in the hydrolysis. In the current study by using mass spectrometry and molecular modelling we have tested a set of peptides corresponding to MBDs of Aß and ratAß to get insights on the interactions between ACE and these Aß species. It has been shown that the N-domain of ACE (N-ACE) acts as an arginine specific endopeptidase on the Aß and ratAß MBDs with C-amidated termini, thus assuming that full-length Aß and ratAß can be hydrolyzed by N-ACE in the same endopeptidase mode. Taken together with the recent data on the molecular mechanism of zinc-dependent oligomerization of Aß, our results suggest a modulating role of N-ACE in AD pathogenesis.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Arginina/metabolismo , Peptidil Dipeptidase A/química , Peptidil Dipeptidase A/metabolismo , Domínios e Motivos de Interação entre Proteínas , Serina Endopeptidases/metabolismo , Doença de Alzheimer/etiologia , Doença de Alzheimer/metabolismo , Sequência de Aminoácidos , Peptídeos beta-Amiloides/química , Animais , Humanos , Hidrólise , Espectrometria de Massas , Modelos Moleculares , Conformação Molecular , Proteólise , Ratos , Especificidade por Substrato
15.
Proteins ; 86(1): 13-20, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-28986918

RESUMO

Protein phosphorylation is widely used in biological regulatory processes. The study of spatial features related to phosphorylation sites is necessary to increase the efficacy of recognition of phosphorylation patterns in protein sequences. Using the data on phosphosites found in amino acid sequences, we mapped these sites onto 3D structures and studied the structural variability of the same sites in different PDB entries related to the same proteins. Solvent accessibility was calculated for the residues known to be phosphorylated. A significant change in accessibility was shown for many sites, but several ones were determined as buried in all the structures considered. Most phosphosites were found in coil regions. However, a significant portion was located in the structurally stable ordered regions. Comparison of structures with the same sites in modified and unmodified states showed that the region surrounding a site could be significantly shifted due to phosphorylation. Comparison between non-modified structures (as well as between the modified ones) suggested that phosphorylation stabilizes one of the possible conformations. The local structure around the site could be changed due to phosphorylation, but often the initial conformation of the site surrounding is not altered within bounds of a rather large substructure. In this case, we can observe an extensive displacement within a protein domain. Phosphorylation without structural alteration seems to provide the interface for domain-domain or protein-protein interactions. Accounting for structural features is important for revealing more specific patterns of phosphorylation. It is also necessary for explaining structural changes as a basis for regulatory processes.


Assuntos
Proteínas/química , Algoritmos , Sequência de Aminoácidos , Animais , Bases de Dados de Proteínas , Modelos Moleculares , Estrutura Molecular , Fosforilação , Conformação Proteica , Proteólise , Solventes/química , Relação Estrutura-Atividade
16.
Steroids ; 115: 114-122, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27505042

RESUMO

Five 4,5-dihydro-1,3-oxazole derivatives of [17(20)E]-21-norpregnene, comprising 3ß-hydroxy-5-ene (1), 3,6-dioxo-4-ene (2), 3-oxo-4-ene (3), 3α,5α-cyclo-6-oxo (4), 3ß-hydroxy-6-oxo (5) fragments were synthesized. Synthesis was conducted with improved procedure, based on reaction of suitably protected [17(20)E]-pregnen-21-oic acids with ethanolamine in presence of triphenyl phosphine, carbon tetrachloride, and triethyl amine. Potency of the compounds 1-5 to inhibit 17α-hydroxylase/17,20-lyase (CYP17A1) activity was studied by highly sensitive electrochemical method, using the enzyme immobilization technique. Compounds 1 and 3 were found to be potent CYP17A1 inhibitors, compounds 2 and 5 were not active, compound 4 strongly and irreversibly suppressed the enzyme activity. Molecular docking of compounds 1-5 in the active site of CYP17A1 showed that positions of all compounds in the enzyme active site were similar.


Assuntos
Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Oxazóis/química , Esteroide 17-alfa-Hidroxilase/antagonistas & inibidores , Esteroide 17-alfa-Hidroxilase/metabolismo , Humanos , Simulação de Acoplamento Molecular , Estrutura Molecular , Relação Estrutura-Atividade
17.
J Mol Recognit ; 29(4): 159-69, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26549790

RESUMO

The exchange of single amino acid residue in protein can substantially affect the specificity of molecular recognition. Many protein families can be divided into the groups based on specificity to recognized ligands. Prediction of group-discriminating residues within the certain family is extremely necessary for theoretical studies, enzyme engineering, drug design, and so on. The most existing methods use the multiple sequence alignment. They have the limitations in prediction accuracy due to the family sequence divergence and ligand-based grouping. We developed a new method SPrOS (Specificity Projection On Sequence) for estimating the specificity of residues to user-defined groups. SPrOS compares the sequence segments from the test protein and training proteins. Contrary to other segment-comparison approaches extracting the string motifs, SPrOS calculates the scores for single positions by the similarity of their surroundings. The method was evaluated on the simulated sequences and real protein families. The high-prediction accuracy was achieved for simulated sequences, in which SPrOS detected specific positions not predicted with the alignment-based method. For bacterial transcription factors (LacI/GalR) clearly divided into functional groups, the predicted specific residues corresponded to the published experimental data. In a more complicated case of protein kinases classified by inhibitor specificity, the positions predicted with high significance were located in ligand-binding areas. As the ligand specificity is not necessary coincided with phylogeny, evolutionary-coupled mutations could disturb the detection of ligand-specific residues. Excluding proximate homologs of the test protein kinase from the training set, we improved the prediction of the ligand-specific residues. The SPrOS is available at http://www.way2drug.com/spros/


Assuntos
Aminoácidos/química , Biologia Computacional/métodos , Família Multigênica , Proteínas/química , Homologia de Sequência de Aminoácidos , Sítios de Ligação , Humanos , Modelos Moleculares , Ligação Proteica , Conformação Proteica , Proteínas/metabolismo , Alinhamento de Sequência , Navegador
18.
J Struct Biol ; 191(2): 112-9, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26166326

RESUMO

Aptamers are short single-stranded DNA or RNA oligonucleotides that can bind to their targets with high affinity and specificity. Usually, they are experimentally selected using the SELEX method. Here, we describe an approach toward the in silico selection of aptamers for proteins. This approach involves three steps: finding a potential binding site, designing the recognition and structural parts of the aptamers and evaluating the experimental affinity. Using this approach, a set of 15-mer aptamers for cytochrome P450 51A1 was designed using docking and molecular dynamics simulation. An experimental evaluation of the synthesized aptamers using SPR biosensor showed that these aptamers interact with cytochrome P450 51A1 with Kd values in the range of 10(-6)-10(-7) M.


Assuntos
Aptâmeros de Nucleotídeos/química , Sistema Enzimático do Citocromo P-450/química , Sítios de Ligação , Modelos Moleculares , Simulação de Acoplamento Molecular/métodos , Simulação de Dinâmica Molecular , Conformação de Ácido Nucleico , Estrutura Terciária de Proteína , Relação Estrutura-Atividade
19.
Int J Biol Macromol ; 78: 347-53, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25910647

RESUMO

Renalase is a recently discovered secretory protein involved in the regulation of blood pressure. Cells synthesize all known isoforms of human renalase (1 and 2) as flavoproteins. Accommodation of FAD in the renalase protein requires the presence of its N-terminal peptide. However, in secretory proteins, such peptides are usually cleaved during their export from the cell. In the present study, we have isolated human renalase from urinary samples of healthy volunteers and human recombinant renalases 1 and 2 expressed in Escherichia coli cells. In these proteins, we investigated the presence of the renalase N-terminal peptide and the FAD cofactor and performed computer-aided molecular analysis of the renalase crystal structure to evaluate possible consequences of removal of the N-terminal peptide. In contrast to human recombinant renalase isoforms 1 and 2 containing non-covalently bound FAD and clearly detectable N-terminal peptide, renalase purified from human urine lacks both the N-terminal signal peptide and FAD. The computer-aided analysis indicates that the removal of this peptide results in inability of the truncated renalase to bind the FAD cofactor. Thus, our results indicate that human renalase secreted in urine lacks its N-terminal peptide, and therefore catalytic activities of urinary renalase reported in the literature cannot be attributed to FAD-dependent mechanisms. We suggest that FAD-dependent catalytic functions are intrinsic properties of intracellular renalases, whereas extracellular renalases act in FAD- and possibly catalytic-independent manner.


Assuntos
Flavina-Adenina Dinucleotídeo/química , Monoaminoxidase/química , Sinais Direcionadores de Proteínas , Sequência de Aminoácidos , Flavina-Adenina Dinucleotídeo/metabolismo , Humanos , Isoenzimas , Espectrometria de Massas , Modelos Moleculares , Dados de Sequência Molecular , Monoaminoxidase/metabolismo , Conformação Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo
20.
J Proteomics ; 120: 169-78, 2015 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-25779464

RESUMO

Searching deep proteome data for 9 NCI-60 cancer cell lines obtained earlier by Moghaddas Gholami et al. (Cell Reports, 2013) against a database from cancer genomes returned a variant tryptic peptide fragment 57-72 of molecular chaperone HSC70, in which methionine residue at 61 position is replaced by threonine, or isothreonine (homoserine), residue. However, no traces of the corresponding genetic alteration were found in the cell line genomes reported by Abaan et al. (Cancer Research, 2013). Studying on the background of this modification led us to conclude that a conversion of methionine into isothreonine resulted from iodoacetamide treatment of the probe during a sample preparation step. We found that up to 10% of methionine containing peptides experienced the above conversion for the datasets under study. The artifact was confirmed by model experiment with bovine albumin, where three of four methionine residues were partly converted to isothreonine by conventional iodoacetamide treatment. This experimental side reaction has to be taken into account when searching for genetically encoded peptide variants in the proteogenomics studies. BIOLOGICAL SIGNIFICANCE: A lot of effort is currently put into proteogenomics of cancer. Studies detect non-synonymous cancer mutations at protein level by search of high-throughput LC-MS/MS data against customized genomic databases. In such studies, much attention is paid to potential false positive identifications. Here we describe one possible cause of such false identifications, an artifact of sample preparation which mimics methionine to threonine nucleic acid-encoded variant. The methionine to isothreonine conversion should be taken into consideration for correct interpretation of proteogenomic data.


Assuntos
Substituição de Aminoácidos/genética , Artefatos , Metionina/genética , Neoplasias/genética , Proteoma/genética , Treonina/genética , Linhagem Celular Tumoral , Reações Falso-Positivas , Marcadores Genéticos/genética , Variação Genética/genética , Humanos , Proteômica/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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