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1.
Proc Natl Acad Sci U S A ; 120(26): e2220343120, 2023 06 27.
Artigo em Inglês | MEDLINE | ID: mdl-37339196

RESUMO

In bacterial voltage-gated sodium channels, the passage of ions through the pore is controlled by a selectivity filter (SF) composed of four glutamate residues. The mechanism of selectivity has been the subject of intense research, with suggested mechanisms based on steric effects, and ion-triggered conformational change. Here, we propose an alternative mechanism based on ion-triggered shifts in pKa values of SF glutamates. We study the NavMs channel for which the open channel structure is available. Our free-energy calculations based on molecular dynamics simulations suggest that pKa values of the four glutamates are higher in solution of K+ ions than in solution of Na+ ions. Higher pKa in the presence of K+ stems primarily from the higher population of dunked conformations of the protonated Glu sidechain, which exhibit a higher pKa shift. Since pKa values are close to the physiological pH, this results in predominant population of the fully deprotonated state of glutamates in Na+ solution, while protonated states are predominantly populated in K+ solution. Through molecular dynamics simulations we calculate that the deprotonated state is the most conductive, the singly protonated state is less conductive, and the doubly protonated state has significantly reduced conductance. Thus, we propose that a significant component of selectivity is achieved through ion-triggered shifts in the protonation state, which favors more conductive states for Na+ ions and less conductive states for K+ ions. This mechanism also suggests a strong pH dependence of selectivity, which has been experimentally observed in structurally similar NaChBac channels.


Assuntos
Bactérias , Canais de Sódio Disparados por Voltagem , Íons , Bactérias/metabolismo , Simulação de Dinâmica Molecular , Glutamatos , Potássio/metabolismo
2.
Proc Natl Acad Sci U S A ; 119(47): e2208780119, 2022 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-36375072

RESUMO

RNA-binding proteins contain intrinsically disordered regions whose functions in RNA recognition are poorly understood. The RNA chaperone Hfq is a homohexamer that contains six flexible C-terminal domains (CTDs). The effect of the CTDs on Hfq's integrity and RNA binding has been challenging to study because of their sequence identity and inherent disorder. We used native mass spectrometry coupled with surface-induced dissociation and molecular dynamics simulations to disentangle the arrangement of the CTDs and their impact on the stability of Escherichia coli Hfq with and without RNA. The results show that the CTDs stabilize the Hfq hexamer through multiple interactions with the core and between CTDs. RNA binding perturbs this network of CTD interactions, destabilizing the Hfq ring. This destabilization is partially compensated by binding of RNAs that contact multiple surfaces of Hfq. By contrast, binding of short RNAs that only contact one or two subunits results in net destabilization of the complex. Together, the results show that a network of intrinsically disordered interactions integrate RNA contacts with the six subunits of Hfq. We propose that this CTD network raises the selectivity of RNA binding.


Assuntos
Proteínas de Escherichia coli , Fator Proteico 1 do Hospedeiro , Proteínas Intrinsicamente Desordenadas , Pequeno RNA não Traduzido , Escherichia coli/genética , Escherichia coli/metabolismo , Proteínas de Escherichia coli/metabolismo , Fator Proteico 1 do Hospedeiro/metabolismo , Espectrometria de Massas , RNA Bacteriano/genética , Pequeno RNA não Traduzido/genética , Proteínas de Ligação a RNA/metabolismo , Proteínas Intrinsicamente Desordenadas/genética , Proteínas Intrinsicamente Desordenadas/metabolismo
3.
Biophys J ; 120(15): 3050-3069, 2021 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-34214541

RESUMO

Through molecular dynamics (MD) and free energy simulations in electric fields, we examine the factors influencing conductance of bacterial voltage-gated sodium channel NavMs. The channel utilizes four glutamic acid residues in the selectivity filter (SF). Previously, we have shown, through constant pH and free energy calculations of pKa values, that fully deprotonated, singly protonated, and doubly protonated states are all feasible at physiological pH, depending on how many ions are bound in the SF. With 173 MD simulations of 450 or 500 ns and additional free energy simulations, we determine that the conductance is highest for the deprotonated state and decreases with each additional proton bound. We also determine that the pKa value of the four glutamic residues for the transition between deprotonated and singly protonated states is close to the physiological pH and that there is a small voltage dependence. The pKa value and conductance trends are in agreement with experimental work on bacterial Nav channels, which show a decrease in maximal conductance with lowering of pH, with pKa in the physiological range. We examine binding sites for Na+ in the SF, compare with previous work, and note a dependence on starting structures. We find that narrowing of the gate backbone to values lower than the crystal structure's backbone radius reduces the conductance, whereas increasing the gate radius further does not affect the conductance. Simulations with some amount of negatively charged lipids as opposed to purely neutral lipids increases the conductance, as do simulations at higher voltages.


Assuntos
Proteínas de Bactérias , Canais de Sódio Disparados por Voltagem , Bactérias , Proteínas de Bactérias/metabolismo , Sítios de Ligação , Simulação de Dinâmica Molecular , Prótons , Canais de Sódio Disparados por Voltagem/metabolismo
4.
Proteins ; 88(3): 527-539, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31589792

RESUMO

The selectivity filter (SF) of bacterial voltage-gated sodium channels consists of four glutamate residues arranged in a C4 symmetry. The protonation state population of this tetrad is unclear. To address this question, we simulate the pore domain of bacterial voltage-gated sodium channel of Magnetococcus sp. (Nav Ms) through constant pH methodology in explicit solvent and free energy perturbation calculations. We find that at physiological pH the fully deprotonated as well as singly and doubly protonated states of the SF appear feasible, and that the calculated pKa decreases with each additional bound ion, suggesting that a decrease in the number of ions in the pore can lead to protonation of the SF. Previous molecular dynamics simulations have suggested that protonation can lead to a decrease in the conductance, but no pKa calculations were performed. We confirm a decreased ionic population of the pore with protonation, and also observe structural symmetry breaking triggered by protonation; the SF of the deprotonated channel is closest to the C4 symmetry observed in crystal structures of the open state, while the SF of protonated states display greater levels of asymmetry which could lead to transition to the inactivated state which possesses a C2 symmetry in the crystal structure. We speculate that the decrease in the number of ions near the mouth of the channel, due to either random fluctuations or ion depletion due to conduction, could be a self-regulatory mechanism resulting in a nonconducting state that functionally resembles inactivated states.


Assuntos
Alphaproteobacteria/química , Proteínas de Bactérias/química , Prótons , Sódio/química , Canais de Sódio Disparados por Voltagem/química , Alphaproteobacteria/metabolismo , Proteínas de Bactérias/metabolismo , Sítios de Ligação , Cátions Monovalentes , Cristalografia por Raios X , Concentração de Íons de Hidrogênio , Transporte de Íons , Cinética , Simulação de Dinâmica Molecular , Ligação Proteica , Conformação Proteica em alfa-Hélice , Domínios e Motivos de Interação entre Proteínas , Sódio/metabolismo , Termodinâmica , Canais de Sódio Disparados por Voltagem/metabolismo
5.
Molecules ; 25(22)2020 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-33182665

RESUMO

Mahonia aquifolium and its secondary metabolites have been shown to have anticancer potential. We performed MTT, scratch, and colony formation assays; analyzed cell cycle phase distribution and doxorubicin uptake and retention with flow cytometry; and detected alterations in the expression of genes involved in the formation of cell-cell interactions and migration using quantitative real-time PCR following treatment of lung adenocarcinoma cells with doxorubicin, M. aquifolium extracts, or their combination. MTT assay results suggested strong synergistic effects of the combined treatments, and their application led to an increase in cell numbers in the subG1 phase of the cell cycle. Both extracts were shown to prolong doxorubicin retention time in cancer cells, while the application of doxorubicin/extract combination led to a decrease in MMP9 expression. Furthermore, cells treated with doxorubicin/extract combinations were shown to have lower migratory and colony formation potentials than untreated cells or cells treated with doxorubicin alone. The obtained results suggest that nontoxic M. aquifolium extracts can enhance the activity of doxorubicin, thus potentially allowing the application of lower doxorubicin doses in vivo, which may decrease its toxic effects in normal tissues.


Assuntos
Adenocarcinoma de Pulmão/patologia , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Doxorrubicina/administração & dosagem , Neoplasias Pulmonares/patologia , Mahonia/química , Extratos Vegetais/farmacologia , Células A549 , Adenocarcinoma de Pulmão/tratamento farmacológico , Berberina/farmacologia , Ciclo Celular , Movimento Celular , Proteínas de Ligação a DNA/metabolismo , Sinergismo Farmacológico , Endonucleases/metabolismo , Teste de Complementação Genética , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Metaloproteinase 2 da Matriz/metabolismo , Metaloproteinase 9 da Matriz/metabolismo , Ocludina/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , beta Catenina/metabolismo
6.
BMC Cancer ; 19(1): 71, 2019 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-30646864

RESUMO

BACKGROUND: The aim of this study was to evaluate the prognostic potential of urokinase-type plasminogen activator (uPA) and plasminogen activator inhibitor type 1 (PAI-1) tumor tissue levels and examine the association between these biomarkers and classical prognostic factors in early node-negative luminal breast cancer patients. The clinical value of 4G/5G variants of PAI-1 gene was evaluated. PATIENTS AND METHODS: This study involved 81 node-negative, estrogen receptor-positive and/or progesterone receptor-positive and human epidermal growth factor receptor 2-negative operable breast cancer patients who underwent radical surgical resection and received adjuvant endocrine therapy. Determination of uPA and PAI-1 concentrations in the breast cancer tissue extracts was performed using FEMTELLE® uPA/PAI-1 ELISA. An insertion (5G)/deletion (4G) polymorphism at position - 675 of the PAI-1 gene was detected by PCR-RFLP analysis. RESULTS: Our research showed that patients with uPA tumor tissue levels higher than 3 ng/mg of protein had significantly reduced disease-free survival (DFS) and overall survival (OS) when compared to patients with uPA tumor tissue levels lower or equal to 3 ng/mg of protein. Patients with PAI-1 tumor tissue levels higher than 14 ng/mg of protein had significantly decreased OS in comparison with patients with PAI-1 tumor tissue levels lower or equal to 14 ng/mg of protein. ROC analysis confirmed the uPA and PAI-1 discriminative potential for the presence/absence of relevant events in these patients and resulted in higher cut-off values (5.65 ng/mg of protein for uPA and 27.10 ng/mg of protein for PAI-1) than standard reference cut-off values for both biomarkers. The prognostic importance of uPA and PAI-1 ROC cut-off values was confirmed by the impact of uPA higher than 5.65 ng/mg of protein and PAI-1 higher than 27.10 ng/mg of protein on poorer DFS, OS and event-free survival (EFS). We observed that patients with dominant allele in PAI-1 genotype (heterozygote and dominant homozygote, - 675 4G/5G and - 675 5G/5G) had significantly increased DFS, OS and EFS when compared with patients with recessive homozygote genotype (- 675 4G/4G). CONCLUSION: Our study indicates that uPA and PAI-1 tumor tissue levels and 4G/5G variants of PAI-1 gene might be of prognostic significance in early node-negative luminal HER2-negative breast cancer patients treated with adjuvant endocrine therapy.


Assuntos
Antineoplásicos Hormonais/uso terapêutico , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/patologia , Proteínas de Membrana/metabolismo , Inibidor 1 de Ativador de Plasminogênio/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Mama/patologia , Mama/cirurgia , Neoplasias da Mama/genética , Neoplasias da Mama/mortalidade , Neoplasias da Mama/terapia , Quimioterapia Adjuvante , Intervalo Livre de Doença , Feminino , Humanos , Mastectomia , Pessoa de Meia-Idade , Inibidor 1 de Ativador de Plasminogênio/genética , Polimorfismo Genético , Prognóstico , Receptor ErbB-2/metabolismo , Estudos Retrospectivos
7.
Chem Res Toxicol ; 32(9): 1880-1892, 2019 09 16.
Artigo em Inglês | MEDLINE | ID: mdl-31381319

RESUMO

This paper discusses antioxidative and biological activities of 25 novel amidino substituted benzamides with a variety of heteroaromatic nuclei attached to the benzamide moiety and with a variable number of methoxy or hydroxy substituents. Targeted compounds, bearing either amidino or 2-imidazolinyl substituent, were obtained in the Pinner reaction from cyano precursors. 3D-QSAR models were generated to predict antioxidative activity of the 25 novel aromatic and heteroaromatic benzamide derivatives. The compounds were tested for antioxidative activity using in vitro spectrophotometric assays. Direct validation of 3D-QSAR approach for predicting activities of novel benzamide derivatives was carried out by comparing experimental and computationally predicted antioxidative activity. Experimentally determined activities for all novel compounds were found to be within a standard deviation of error of the models. Following this, structure-activity relationships among the synthesized compounds are discussed. Furthermore, antiproliferative activity in vitro against HeLa cells as well as antibacterial and antifungal activity was tested to confirm the other biological activities of the prepared compounds.


Assuntos
Anti-Infecciosos/farmacologia , Antineoplásicos/farmacologia , Antioxidantes/farmacologia , Benzamidas/farmacologia , Anti-Infecciosos/síntese química , Anti-Infecciosos/química , Antineoplásicos/síntese química , Antineoplásicos/química , Antioxidantes/síntese química , Antioxidantes/química , Aspergillus/efeitos dos fármacos , Bactérias/efeitos dos fármacos , Benzamidas/síntese química , Benzamidas/química , Candida albicans/efeitos dos fármacos , Ensaios de Seleção de Medicamentos Antitumorais , Células HeLa , Humanos , Testes de Sensibilidade Microbiana , Estrutura Molecular , Análise de Componente Principal , Relação Quantitativa Estrutura-Atividade , Saccharomyces cerevisiae/efeitos dos fármacos
8.
J Chem Phys ; 149(7): 072321, 2018 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-30134701

RESUMO

We present the reservoir pH replica exchange (R-pH-REM) method for constant pH simulations. The R-pH-REM method consists of a two-step procedure; the first step involves generation of one or more reservoirs of conformations. Each reservoir is obtained from a standard or enhanced molecular dynamics simulation with a constrained (fixed) protonation state. In the second step, fixed charge constraints are relaxed, as the structures from one or more reservoirs are periodically injected into a constant pH or a pH-replica exchange (pH-REM) simulation. The benefit of this two-step process is that the computationally intensive part of conformational search can be decoupled from constant pH simulations, and various techniques for enhanced conformational sampling can be applied without the need to integrate such techniques into the pH-REM framework. Simulations on blocked Lys, KK, and KAAE peptides were used to demonstrate an agreement between pH-REM and R-pH-REM simulations. While the reservoir simulations are not needed for these small test systems, the real need arises in cases when ionizable molecules can sample two or more conformations separated by a large energy barrier, such that adequate sampling is not achieved on a time scale of standard constant pH simulations. Such problems might be encountered in protein systems that exploit conformational transitions for function. A hypothetical case is studied, a small molecule with a large torsional barrier; while results of pH-REM simulations depend on the starting structure, R-pH-REM calculations on this model system are in excellent agreement with a theoretical model.


Assuntos
Algoritmos , Dipeptídeos/química , Lisina/química , Oligopeptídeos/química , Concentração de Íons de Hidrogênio , Simulação de Dinâmica Molecular , Conformação Proteica
9.
J Comput Aided Mol Des ; 31(1): 71-85, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27677749

RESUMO

Herein, we report the absolute binding free energy calculations of CBClip complexes in the SAMPL5 blind challenge. Initial conformations of CBClip complexes were obtained using docking and molecular dynamics simulations. Free energy calculations were performed using thermodynamic integration (TI) with soft-core potentials and Bennett's acceptance ratio (BAR) method based on a serial insertion scheme. We compared the results obtained with TI simulations with soft-core potentials and Hamiltonian replica exchange simulations with the serial insertion method combined with the BAR method. The results show that the difference between the two methods can be mainly attributed to the van der Waals free energies, suggesting that either the simulations used for TI or the simulations used for BAR, or both are not fully converged and the two sets of simulations may have sampled difference phase space regions. The penalty scores of force field parameters of the 10 guest molecules provided by CHARMM Generalized Force Field can be an indicator of the accuracy of binding free energy calculations. Among our submissions, the combination of docking and TI performed best, which yielded the root mean square deviation of 2.94 kcal/mol and an average unsigned error of 3.41 kcal/mol for the ten guest molecules. These values were best overall among all participants. However, our submissions had little correlation with experiments.


Assuntos
Ligantes , Simulação de Dinâmica Molecular , Proteínas/química , Solventes/química , Sítios de Ligação , Desenho de Fármacos , Concentração de Íons de Hidrogênio , Interações Hidrofóbicas e Hidrofílicas , Conformação Molecular , Estrutura Molecular , Ligação Proteica , Software , Termodinâmica
10.
Proteins ; 82(12): 3385-96, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25243377

RESUMO

Many mutations in the N-terminal arm of AraC result in constitutive behavior in which transcription of the araBAD genes occurs even in the absence of arabinose. To begin to understand the mechanism underlying this class of mutations, we used molecular dynamics with self-guided Langevin dynamics to simulate (1) wild-type (WT) AraC, (2) known constitutive mutants resulting from alterations in the regulatory arm, particularly alanine and glycine substitutions at residue 8 because P8G is constitutive, whereas P8A behaves like wild type, and (3) selected variant AraC proteins containing alterations in the dimerization core. In all of the constitutive arm mutants, but not the WT protein, residues 37-42, which are located in the core of the dimerization domain, became restructured. This raised the question of whether or not these structural changes are an obligatory component of constitutivity. Using molecular dynamics, we identified alterations in the core that produced a similar restructuring. The corresponding mutants were constructed and their ara constitutivity status was determined experimentally. Because the core mutants were not found to be constitutive, we conclude that restructuring of core residues 37-42 does not, itself, lead to constitutivity of AraC. The available data lead to the hypothesis that the interaction of the N-terminal arm with something other than the front lip is the primary determinant of the inducing versus repressing state of AraC.


Assuntos
Fator de Transcrição AraC/metabolismo , Arabinose/metabolismo , Proteínas de Escherichia coli/metabolismo , Escherichia coli/metabolismo , Regulação Bacteriana da Expressão Gênica , Modelos Moleculares , Óperon , Alanina , Regulação Alostérica , Substituição de Aminoácidos , Fator de Transcrição AraC/química , Fator de Transcrição AraC/genética , Biocatálise , Domínio Catalítico , Bases de Dados de Proteínas , Dimerização , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/genética , Glicina , Simulação de Dinâmica Molecular , Mutagênese Sítio-Dirigida , Mutação , Prolina , Conformação Proteica , Domínios e Motivos de Interação entre Proteínas
11.
Immunol Invest ; 43(5): 504-16, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24661189

RESUMO

The goal of study was better understanding of complex immune mechanisms that can help to evaluate patients with chronic urticaria (CU), especially those with unknown etiology. The study involved 55 patients with CU. Control group consisted of up to 90 healthy persons. The presence and intensity of serum IgG, IgA, IgM and IgE antibodies to common food antigens: cow's milk proteins (CMP), gliadin and phytohemagglutinin were determined by ELISA. Determination of subpopulations of immunocompetent cells was performed by flow cytometry. Significantly enhanced IgE, but also IgA immunity to CMP was found in patients with CU in comparison to healthy controls: (p < 0.000004) and (p < 0.002), respectively. Notably, in 40 out of 55 CU patients, the increased levels of some type of immunoglobulin reactivity to CMP were found. Regarding gliadin, only the levels of serum IgE anti-gliadin antibodies were significantly enhanced in patients with CU (p < 0.04). Significantly enhanced percentage of CD89+ cells accompanied with significantly lower percentage of lymphocytes and significantly higher mean fluorescence intensity of CD26 expression on lymphocytes were found in patients with CU in comparison to healthy controls (p < 0.04), (p < 0.02) and (p < 0.003), respectively. Results of this study may help in better understanding the complex immune disturbances in patients with CU.


Assuntos
Hipersensibilidade Alimentar/complicações , Hipersensibilidade Alimentar/imunologia , Alimentos/efeitos adversos , Urticária/complicações , Urticária/imunologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Alérgenos/imunologia , Animais , Estudos de Casos e Controles , Bovinos , Doença Crônica , Dipeptidil Peptidase 4/sangue , Humanos , Imunidade Humoral , Imunoglobulina G/sangue , Imunoglobulina G/imunologia , Imunoglobulina M/sangue , Imunoglobulina M/imunologia , Imunofenotipagem , Células Matadoras Naturais/imunologia , Células Matadoras Naturais/metabolismo , Subpopulações de Linfócitos/imunologia , Subpopulações de Linfócitos/metabolismo , Pessoa de Meia-Idade , Proteínas do Leite/imunologia , Urticária/diagnóstico , Adulto Jovem
12.
Proteins ; 81(3): 490-8, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23150197

RESUMO

Most mutations at position 15 in the N-terminal arm of the regulatory protein AraC leave the protein incapable of responding to arabinose and inducing the proteins required for arabinose catabolism. Mutations at other positions of the arm do not have this behavior. Simple energetic analysis of the interactions between the arm and bound arabinose do not explain the uninducibility of AraC with mutations at position 15. Extensive molecular dynamics (MD) simulations, carried out largely on the Open Science Grid, were done of the wild-type protein with and without bound arabinose and of all possible mutations at position 15, many of which were constructed and measured for this work. Good correlation was found for deviation of arm position during the simulations and inducibility as measured in vivo of the same mutant proteins. Analysis of the MD trajectories revealed that preservation of the shape of the arm is critical to inducibility. To maintain the correct shape of the arm, the strengths of three interactions observed to be strong in simulations of the wild-type AraC protein need to be preserved. These interactions are between arabinose and residue 15, arabinose and residues 8-9, and residue 13 and residue 15. The latter interaction is notable because residues L9, Y13, F15, W95, and Y97 form a hydrophobic cluster which needs to be preserved for retention of the correct shape.


Assuntos
Fator de Transcrição AraC/química , Proteínas de Escherichia coli/química , Simulação de Dinâmica Molecular , Mutação , Substituição de Aminoácidos , Fator de Transcrição AraC/genética , Arabinose/química , Indução Enzimática , Escherichia coli/química , Escherichia coli/genética , Proteínas de Escherichia coli/genética , Vetores Genéticos/química , Interações Hidrofóbicas e Hidrofílicas , Isomerases/química , Mutagênese , Conformação Proteica , Dobramento de Proteína , Mapeamento de Interação de Proteínas , Multimerização Proteica , Estrutura Terciária de Proteína
13.
J Oral Pathol Med ; 42(7): 523-7, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23438097

RESUMO

BACKGROUND: Recurrent aphthous ulcers (RAU) represent a very common, but poorly understood mucosal disorder. The connection between immunity to cow's milk proteins (CMP) and oral diseases was noted earlier. The goal of this study was to determine the prevalence of the increased levels of serum antibodies to goat's milk proteins (GMP), by enzyme-linked immunosorbent assay (ELISA) test, in subjects who have RAU and proven increased immunity to CMP. METHODS: Fifty subjects with RAU (36 with proven increased immunity to CMP and 14 without this increased immunity) were included in this research. Levels of serum IgA, IgG, and IgE antibodies to the same quantity of the examined antigens were determined by ELISA. The statistical analysis of data was performed by Wilcoxon rank-sum test and Mann-Whitney test. RESULTS: The levels of serum antifresh cow's milk IgA, IgG, and IgE antibodies were significantly higher than the levels of serum antifresh goat's milk, in subjects with RAU with proven increased immunoreactivity to CMP (P = 0.0003; P < 0.0001; P < 0.0001). CONCLUSIONS: These results indicate that patients with RAU with increased immunity to CMP could consider the use of goat's milk as the alternative protein source.


Assuntos
Proteínas do Leite/imunologia , Estomatite Aftosa/imunologia , Adulto , Animais , Anticorpos/sangue , Caseínas/imunologia , Bovinos , Queijo , Feminino , Cabras , Temperatura Alta , Humanos , Imunoglobulina A/sangue , Imunoglobulina E/sangue , Imunoglobulina G/sangue , Masculino , Leite/imunologia , Hipersensibilidade a Leite/imunologia , Proteínas do Soro do Leite
14.
Transl Oncol ; 37: 101772, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37659221

RESUMO

BACKGROUND: The use tumor-derived cell-free DNA extracted from body fluids is being evaluated for genetic testing in lung cancer. The aim of this study was to explore the feasibility and utility of implementation of EGFR molecular testing from pleural effusions in non-small cell lung cancer in the clinical diagnostics workflow. PATIENTS AND METHODS: This study included patients diagnosed with primary lung adenocarcinoma in the period July 2016 to June 2023. EGFR mutation testing was performed by qPCR (Cobas®) and dPCR. Testing was performed from 211 plasma samples when tissue was unavailable at diagnosis, and from 301 plasma samples and 18 pleural effusions at progression on first/second generation of EGFR TKIs. Descriptive methods of statistical analysis were used to summarize the sample data. Fisher's exact test, McNemar's test, Cohen's kappa tests were used for statistical analyses. Two-sided p-values <0.05 were considered statistically significant. RESULTS: A significantly higher detection rate of the T790M mutation in pleural effusion was obtained compared to blood (50% and 20%, p=0.047). When comparing the detection success rate of the resistant T790M mutation in pleural effusion and blood, a statistically significant difference was obtained in favor of pleural effusion (50% vs. 21.87%, p=0.01). CONCLUSIONS: Superior performance of pleural effusions compared to blood plasma was shown both in the analysis of success rate and in the detection of the resistant T790M mutation, at progression on EGFR TKIs. Pleural effusion should be considered in this setting whenever available, especially in countries with limited health resources.

15.
BMC Immunol ; 13: 48, 2012 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-22908963

RESUMO

BACKGROUND: Dipeptidyl peptidase IV, a multifunctional serine protease, is implicated in regulation of malignant transformation, promotion and further progression of cancer, exerting tumor-suppressing or even completely opposite - tumor-promoting activities. The aim of present research was to determine the serum DPPIV activity, as well as the percentages of CD26+ lymphocytes, CD26+ overall white blood cells and the mean fluorescence intensity of CD26 expression on lymphocytes in patients with melanoma, people with vitiligo and in healthy controls. METHODS: The activity of DPPIV in serum was determined by colorimetric test. Expression of DPPIV (as CD26) on immunocompetent peripheral white blood cells was done using flow cytometry analysis. RESULTS: Data from our study show for the first time statistically significant decrease: in the serum DPPIV activity, in the percentage of CD26+ overall white blood cells and in the percentage of lymphocytes in patients with melanoma in comparison to healthy control people. In addition, significantly lower serum DPPIV activity was found in the group of patients with melanoma in relation to people with vitiligo too. CONCLUSION: This study indicates the need for exploring the cause and the importance of the disturbances in the serum DPPIV activity and in the CD26 expression on immunocompetent cells in complex molecular mechanisms underlying the development and progression of melanoma.


Assuntos
Dipeptidil Peptidase 4/metabolismo , Leucócitos/imunologia , Melanoma/enzimologia , Neoplasias Cutâneas/enzimologia , Vitiligo/enzimologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Humanos , Masculino , Melanoma/patologia , Pessoa de Meia-Idade , Neoplasias Cutâneas/patologia , Vitiligo/patologia , Adulto Jovem
16.
BMC Complement Altern Med ; 12: 109, 2012 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-22834951

RESUMO

BACKGROUND: The aim of this study was to determine the presence and the intensity of humoral immunity to melanoma-associated antigens: tyrosinase and melanin, in patients with melanoma, in persons with vitiligo and in control healthy people. METHODS: The study involved 63 patients with melanoma and 19 persons with vitiligo. Control group consisted up to 41 healthy volunteers. Mushroom tyrosinase and synthetic melanin were used as the antigens. RESULTS: ELISA test showed significantly (p < 0.0000004 and p < 0.04) lower levels of IgM anti-tyrosinase autoantibodies, in melanoma and vitiligo patients respectively, compared to controls.Although there was no significant difference between the levels of IgA anti-melanin autoantibodies in melanoma or vitiligo patients in comparison with controls, the enhanced concentrations of anti-melanin IgA autoantibodies were preferentially found in melanoma patients with metastatic disease. Significantly high percentage in the Fc alphaRI (CD89) positive cells was determined in melanoma patients (p < 0.002 and p < 0.008) in comparison to that found in healthy people or in patients with vitiligo, in the already mentioned order, pointing that IgA dependent cellular cytotoxicity is not important for the immune action against melanoma, even more that it is included in some immune suppression.Levels of IgG autoantibodies to mentioned antigens in melanoma patients although low were not significantly lower from controls. These findings analyzed together with the statistically significant low percentage of FcgammaRIII, (CD16) positive immunocompetent cells (p < 0.0007 and p < 0.003), which was found in patients with melanoma compared with healthy or vitiligo people respectively, and statistically significant low percentage of (CD16 + CD56+) natural killer (NK) cells (p < 0.005) found in melanoma patients in comparison to healthy controls pointed to the low probability for anti-melanoma IgG mediated, antibody mediated cellular cytotoxicity, (ADCC) and NK cytotoxicity. Moreover the ratio of the percentages of granulocytes and percentage of lymphocytes was statistically higher in patients with melanoma in relation to healthy people as well as to people with vitiligo (p < 0.0007 and p < 0.05 respectively). CONCLUSION: Autoantibodies to tyrosinase and to melanin which are found even in healthy people, point that consummation of edible mushrooms that carry the antigen tyrosinase and melanin, could influence the humoral anti-melanoma immune response.Levels of different immunoglobulin classes of anti-melanin and anti-tyrosinase antibodies varied depending on the presence and the stage of studied diseases. Besides, the statistically enhanced ratio of the percentages of granulocytes and percentage of lymphocytes, together with statistically decreased percentage of NK cells is found in analyzed melanoma patients.


Assuntos
Proteínas Fúngicas/imunologia , Melaninas/imunologia , Melanoma/imunologia , Monofenol Mono-Oxigenase/imunologia , Vitiligo/imunologia , Agaricales/enzimologia , Autoanticorpos/imunologia , Estudos de Casos e Controles , Feminino , Humanos , Imunidade , Masculino
17.
J Chem Theory Comput ; 18(4): 2673-2686, 2022 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-35289611

RESUMO

Protonation states of ionizable protein residues modulate many essential biological processes. For correct modeling and understanding of these processes, it is crucial to accurately determine their pKa values. Here, we present four tree-based machine learning models for protein pKa prediction. The four models, Random Forest, Extra Trees, eXtreme Gradient Boosting (XGBoost), and Light Gradient Boosting Machine (LightGBM), were trained on three experimental PDB and pKa datasets, two of which included a notable portion of internal residues. We observed similar performance among the four machine learning algorithms. The best model trained on the largest dataset performs 37% better than the widely used empirical pKa prediction tool PROPKA and 15% better than the published result from the pKa prediction method DelPhiPKa. The overall root-mean-square error (RMSE) for this model is 0.69, with surface and buried RMSE values being 0.56 and 0.78, respectively, considering six residue types (Asp, Glu, His, Lys, Cys, and Tyr), and 0.63 when considering Asp, Glu, His, and Lys only. We provide pKa predictions for proteins in human proteome from the AlphaFold Protein Structure Database and observed that 1% of Asp/Glu/Lys residues have highly shifted pKa values close to the physiological pH.


Assuntos
Aprendizado de Máquina , Proteínas , Algoritmos , Humanos , Cinética , Proteínas/química
18.
Proteins ; 79(12): 3420-36, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22002801

RESUMO

We propose a new algorithm for obtaining proton titration curves of ionizable residues. The algorithm is a pH replica-exchange method (PHREM), which is based on the constant pH algorithm of Mongan et al. (J Comput Chem 2004;25:2038-2048). In the original replica-exchange method, simulations of different replicas are performed at different temperatures, and the temperatures are exchanged between the replicas. In our PHREM, simulations of different replicas are performed at different pH values, and the pHs are exchanged between the replicas. The PHREM was applied to a blocked amino acid and to two protein systems (snake cardiotoxin and turkey ovomucoid third domain), in conjunction with a generalized Born implicit solvent. The performance and accuracy of this algorithm and the original constant pH method (PHMD) were compared. For a single set of simulations at different pHs, the use of PHREM yields more accurate Hill coefficients of titratable residues. By performing multiple sets of constant pH simulations started with different initial states, the accuracy of predicted pK(a) values and Hill coefficients obtained with PHREM and PHMD methods becomes comparable. However, the PHREM algorithm exhibits better samplings of the protonation states of titratable residues and less scatter of the titration points and thus better precision of measured pK(a) values and Hill coefficients. In addition, PHREM exhibits faster convergence of individual simulations than the original constant pH algorithm.


Assuntos
Proteínas Cardiotóxicas de Elapídeos/metabolismo , Modelos Químicos , Ovomucina/metabolismo , Algoritmos , Aminoácidos/química , Aminoácidos/metabolismo , Proteínas Cardiotóxicas de Elapídeos/química , Simulação por Computador , Concentração de Íons de Hidrogênio , Modelos Moleculares , Ovomucina/química , Conformação Proteica , Estrutura Terciária de Proteína , Proteínas/química , Proteínas/metabolismo , Prótons , Eletricidade Estática , Temperatura
19.
J Phys Chem A ; 115(16): 4042-53, 2011 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-21428436

RESUMO

Molecular dynamics simulations were used to examine the effects of ionization of internal groups on the structures of eighteen variants of staphylococcal nuclease (SNase) with internal Lys, Asp, or Glu. In most cases the RMSD values of internal ionizable side chains were larger when the ionizable moieties were charged than when they were neutral. Calculations of solvent-accessible surface area showed that the internal ionizable side chains were buried in the protein interior when they were neutral and moved toward crevices and toward the protein-water interface when they were charged. The only exceptions are Lys-36, Lys-62, and Lys-103, which remained buried even after charging. With the exception of Lys-38, the number of internal water molecules surrounding the ionizable group increased upon charging: the average number of water oxygen atoms within the first hydration shell increased by 1.7 for Lys residues, by 5.2 for Asp residues, and by 3.2 for Glu residues. The polarity of the microenvironment of the ionizable group also increased when the groups were charged: the average number of polar atoms of any kind within the first hydration shell increased by 2.7 for Lys residues, by 4.8 for Asp residues, and by 4.0 for Glu residues. An unexpected correlation was observed between the absolute value of the shifts in pK(a) values measured experimentally, and several parameters of structural relaxation: the net difference in the polarity of the microenvironment of the charged and neutral forms of the ionizable groups, the net difference in hydration of the charged and neutral forms of the ionizable groups, and the difference in RMSD values of the charged and neutral forms of the ionizable groups. The effects of ionization of internal groups on the conformation of the backbone were noticeable but mostly small and localized to the area immediately next to the internal ionizable moiety. Some variants did exhibit local unfolding.


Assuntos
Nuclease do Micrococo/química , Água/química , Nuclease do Micrococo/metabolismo , Modelos Moleculares , Conformação Molecular , Simulação de Dinâmica Molecular
20.
Mater Sci Eng C Mater Biol Appl ; 123: 112029, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33812644

RESUMO

The functionality of halloysite (Hal) nanotubes as drug carriers can be improved by lumen enlargement and polymer modification. This study investigates the influence of selective acid etching on Hal functionalization with cationic biopolymer chitosan. Hal was subjected to lumen etching under mild conditions, loaded under vacuum with nonsteroidal antiinflammatory drug aceclofenac, and incubated in an acidic solution of chitosan. The functionality of pristine and etched Hal before and upon polymer functionalization was assessed by ζ-potential measurements, structural characterization (FT-IR, DSC and XRPD analysis), cell viability assay, drug loading and drug release studies. Acid etching increased specific surface area, pore volume and pore size of Hal, decreased ζ-potential and facilitated binding of the cationic polymer. XRPD and DSC analysis revealed crystalline structure of etched Hal. Successful chitosan binding and drug entrapment were further confirmed by FT-IR and DSC studies. XRPD showed surface polymer binding. DSC and FT-IR analyses confirmed the presence of the entrapped drug in its crystalline form. Drug loading was increased for ≈81% by selective lumen etching. Slight decrease of drug content occurred during chitosan functionalization due to aceclofenac diffusion in the polymer solution. The drug release was more sustained from etched Hal nanocomposites (up to ≈87% for 12 h) than from pristine Hal (up to ≈97% for 12 h) due to more intensive chitosan binding. High human fibroblast survival rates upon exposure to pristine and etched Hal before and after chitosan functionalization (>90% in the concentration of 1000 µg/mL) confirmed that both lumen etching under mild conditions and polymer functionalization had no significant effect on cytocompatibility. Based on these findings, selective lumen etching in combination with polycation modification appears to be a promising approach for improvement of Hal nanotubes functionality by increasing payload, polymer binding capacity, and sustained release properties with no significant effect on their cytocompatibility.


Assuntos
Quitosana , Argila , Sistemas de Liberação de Medicamentos , Liberação Controlada de Fármacos , Humanos , Espectroscopia de Infravermelho com Transformada de Fourier
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