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1.
J Sci Food Agric ; 103(4): 1800-1809, 2023 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-36317244

RESUMO

BACKGROUND: Acid and thermal stabilities are important properties for the preparation of acidic protein beverage. It is an important method for enzymatic modification to improve the functional properties of protein. Irpex lacteus protease showed a selective hydrolysis to soy proteins. The purpose of this study was to investigate the mechanism of enzymatic hydrolysis and its effects on acid and thermal stabilities of soy proteins. RESULTS: The I. lacteus protease selectively hydrolyzed the α and α' subunits of the native soybean ß-conglycinin (7S globulin) to produce products that presented as the 55 kDa band upon sodium dodecyl sulfate polyacrylamide gel electrophoresis. The amino acid sequences of 55 kDa polypeptides were analyzed in gel multi-enzyme digestion followed by liquid chromatography-mass spectrometry. By matching the multi-enzyme digestion peptides with the published polypeptide chain sequences of the α and α' subunits, it was confirmed that the 55 kDa polypeptides were formed by eliminating amino acid residues on both sides of the N- and C-terminals. From the published protein structure database (https://www.uniprot.org/), it is known that the cleaved peptide bonds were in extension regions. Non-selective enzyme hydrolysis of both ß-conglycinin (7S globulin) and glycinin (11S globulin), with corresponding drastic increases in the degree of hydrolysis, was observed when the substrates were preheated to the denaturation degree of 40% and above. However, 55 kDa hydrolyzed products and B polypeptides showed some extent of resistance to the proteolysis by I. lacteus protease even if denaturation degree was 100%. Both selective and non-selective hydrolysis of soy proteins by I. lacteus protease improved the acid and heat stabilities under the same hydrolysis conditions (enzyme/substrate ratio, time, and temperature). CONCLUSION: Enzymatic hydrolysis of soybean proteins by the I. lacteus protease can effectively improve the acid and thermal stabilities of proteins. This discovery is significant to avoid aggregation during processing in the beverage industry. In the near future, the protease has potential application value for modification of other proteins. © 2022 Society of Chemical Industry.


Assuntos
Globulinas , Proteínas de Soja , Proteínas de Soja/química , Peptídeo Hidrolases/metabolismo , Farinha , Glycine max/química , Antígenos de Plantas/metabolismo , Proteínas de Armazenamento de Sementes/metabolismo , Peptídeos/química , Endopeptidases/metabolismo , Globulinas/química
2.
Dokl Biochem Biophys ; 509(1): 78-80, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37340298

RESUMO

On the basis of known published data, six peptide sequences were selected that are potentially capable of being rapidly cleaved by the endosomal protease cathepsin B. For comparison, the cleavage of common linker sequences, polyglycine and polyglycine-serine, by cathepsin B was also studied. Different ends of these peptides were labeled with sulfoCyanine3 and sulfoCyanine5 fluorescent dyes, between which Förster resonant energy transfer (FRET) is possible. The kinetics of cleavage of peptides by cathepsin B was studied on a multimodal plate reader by FRET signal reduction. FKFL and FRRG cleavage sites have been shown to be the most suitable for potential use in various drug delivery systems. These sites are much more efficiently cleaved under slightly acidic conditions of endosomes than at neutral extracellular pH.


Assuntos
Aminoácidos , Catepsina B , Catepsina B/química , Catepsina B/metabolismo , Aminoácidos/metabolismo , Cinética , Peptídeos/química , Endossomos/metabolismo , Sistemas de Liberação de Medicamentos
3.
BMC Bioinformatics ; 23(1): 447, 2022 Oct 27.
Artigo em Inglês | MEDLINE | ID: mdl-36303135

RESUMO

BACKGROUND: The site information of substrates that can be cleaved by human immunodeficiency virus 1 proteases (HIV-1 PRs) is of great significance for designing effective inhibitors against HIV-1 viruses. A variety of machine learning-based algorithms have been developed to predict HIV-1 PR cleavage sites by extracting relevant features from substrate sequences. However, only relying on the sequence information is not sufficient to ensure a promising performance due to the uncertainty in the way of separating the datasets used for training and testing. Moreover, the existence of noisy data, i.e., false positive and false negative cleavage sites, could negatively influence the accuracy performance. RESULTS: In this work, an ensemble learning algorithm for predicting HIV-1 PR cleavage sites, namely EM-HIV, is proposed by training a set of weak learners, i.e., biased support vector machine classifiers, with the asymmetric bagging strategy. By doing so, the impact of data imbalance and noisy data can thus be alleviated. Besides, in order to make full use of substrate sequences, the features used by EM-HIV are collected from three different coding schemes, including amino acid identities, chemical properties and variable-length coevolutionary patterns, for the purpose of constructing more relevant feature vectors of octamers. Experiment results on three independent benchmark datasets demonstrate that EM-HIV outperforms state-of-the-art prediction algorithm in terms of several evaluation metrics. Hence, EM-HIV can be regarded as a useful tool to accurately predict HIV-1 PR cleavage sites.


Assuntos
Protease de HIV , HIV-1 , Algoritmos , Protease de HIV/química , HIV-1/enzimologia , Aprendizado de Máquina , Especificidade por Substrato
4.
J Proteome Res ; 21(4): 965-974, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35156369

RESUMO

Liquid chromatography tandem mass spectrometry (LC-MS/MS) analysis of secreted proteins has contributed to our understanding of human disease and physiology but is limited by its need for accurate protein database annotation. Common assumptions used in proteomics of perfect protease specificity are inaccurate for secreted proteins, which are cleaved by numerous endogenous proteases. Here, we describe the generation of an optimized protein database that divides proteins into their individual biological chains and peptides to allow fast identification of semi-tryptic peptides from secreted proteins using fully tryptic searches. We applied this biologically annotated database to previously published human plasma proteome data sets containing either DIA or DDA data, using Spectronaut, DIA-NN, MaxDIA, and MaxQuant. Using our annotated database, we greatly reduced search times while achieving similar protein and peptide identifications compared to that obtained from standard approaches using semi-tryptic searches. Furthermore, our database enables the identification of biologically relevant semi-tryptic peptides using data analysis packages that are not capable of semi-tryptic searches. Together, these findings demonstrate that our annotated database is more capable than currently available databases for secreted protein analysis and is particularly useful for large-scale plasma proteome analysis.


Assuntos
Proteômica , Espectrometria de Massas em Tandem , Cromatografia Líquida/métodos , Bases de Dados de Proteínas , Humanos , Proteoma/análise , Proteômica/métodos , Espectrometria de Massas em Tandem/métodos
5.
Gen Comp Endocrinol ; 320: 114011, 2022 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-35231488

RESUMO

Vasoinhibin is a pleiotropic protein hormone with endocrine, autocrine, and paracrine effects on blood vessel growth, permeability, and dilation, and a role in several human diseases. It is generated by proteolytic cleavage of the pituitary hormone prolactin by cathepsin D. Several isoforms with a variation in the number of amino acids and corresponding molecular mass exist. This in silico study investigated the cathepsin D cleavage sites in prolactin responsible for the generation of vasoinhibin in vertebrate species. Ninety-one prolactin protein sequences from species of the taxa primates, rodents, laurasiatheria, mammals, sauropsida, and fish were retrieved, and a multiple sequence alignment was performed. Each sequence was investigated for the presence of a vasoinhibin-generating cathepsin D cleavage site and its corresponding substrate affinity using a scoring system. Primates demonstrated the highest substrate affinity for the generation of the 15 kDa vasoinhibin isoform, and fish the highest affinity for the 16.8 kDa isoform. In both cases, this associates to the presence of leucine in the cleavage site, which is not present in species of the other taxa. In primate evolution, the presence of leucine in the cleavage site occurs with the emergence of simiiformes 42 million years ago and is conserved in higher primates across all subsequent speciation nodes. The 17.2 kDa vasoinhibin isoform has a constant substrate affinity in all taxa. The presence of leucine in vasoinhibin generating cleavage sites appears as an important feature of the molecular evolution of vasoinhibin.


Assuntos
Prolactina , Vertebrados , Sequência de Aminoácidos , Animais , Mamíferos/metabolismo , Filogenia , Prolactina/metabolismo , Proteólise , Vertebrados/genética , Vertebrados/metabolismo
6.
Molecules ; 27(4)2022 Feb 14.
Artigo em Inglês | MEDLINE | ID: mdl-35209064

RESUMO

Metalloproteins are a family of proteins characterized by metal ion binding, whereby the presence of these ions confers key catalytic and ligand-binding properties. Due to their ubiquity among biological systems, researchers have made immense efforts to predict the structural and functional roles of metalloproteins. Ultimately, having a comprehensive understanding of metalloproteins will lead to tangible applications, such as designing potent inhibitors in drug discovery. Recently, there has been an acceleration in the number of studies applying machine learning to predict metalloprotein properties, primarily driven by the advent of more sophisticated machine learning algorithms. This review covers how machine learning tools have consolidated and expanded our comprehension of various aspects of metalloproteins (structure, function, stability, ligand-binding interactions, and inhibitors). Future avenues of exploration are also discussed.


Assuntos
Aprendizado de Máquina , Metaloproteínas/química , Metaloproteínas/metabolismo , Sequência de Aminoácidos , Sítios de Ligação , Desenho de Fármacos , Metaloproteínas/antagonistas & inibidores , Modelos Moleculares , Ligação Proteica , Estabilidade Proteica , Proteólise , Relação Estrutura-Atividade
7.
BMC Bioinformatics ; 22(1): 63, 2021 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-33568063

RESUMO

BACKGROUND: Human dicer is an enzyme that cleaves pre-miRNAs into miRNAs. Several models have been developed to predict human dicer cleavage sites, including PHDCleav and LBSizeCleav. Given an input sequence, these models can predict whether the sequence contains a cleavage site. However, these models only consider each sequence independently and lack interpretability. Therefore, it is necessary to develop an accurate and explainable predictor, which employs relations between different sequences, to enhance the understanding of the mechanism by which human dicer cleaves pre-miRNA. RESULTS: In this study, we develop an accurate and explainable predictor for human dicer cleavage site - ReCGBM. We design relational features and class features as inputs to a lightGBM model. Computational experiments show that ReCGBM achieves the best performance compared to the existing methods. Further, we find that features in close proximity to the center of pre-miRNA are more important and make a significant contribution to the performance improvement of the developed method. CONCLUSIONS: The results of this study show that ReCGBM is an interpretable and accurate predictor. Besides, the analyses of feature importance show that it might be of particular interest to consider more informative features close to the center of the pre-miRNA in future predictors.


Assuntos
RNA Helicases DEAD-box , MicroRNAs , Precursores de RNA , Ribonuclease III , RNA Helicases DEAD-box/genética , Humanos , MicroRNAs/genética , Clivagem do RNA , Ribonuclease III/genética
8.
Brief Bioinform ; 20(5): 1669-1684, 2019 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-29860277

RESUMO

As one of the few irreversible protein posttranslational modifications, proteolytic cleavage is involved in nearly all aspects of cellular activities, ranging from gene regulation to cell life-cycle regulation. Among the various protease-specific types of proteolytic cleavage, cleavages by casapses/granzyme B are considered as essential in the initiation and execution of programmed cell death and inflammation processes. Although a number of substrates for both types of proteolytic cleavage have been experimentally identified, the complete repertoire of caspases and granzyme B substrates remains to be fully characterized. To tackle this issue and complement experimental efforts for substrate identification, systematic bioinformatics studies of known cleavage sites provide important insights into caspase/granzyme B substrate specificity, and facilitate the discovery of novel substrates. In this article, we review and benchmark 12 state-of-the-art sequence-based bioinformatics approaches and tools for caspases/granzyme B cleavage prediction. We evaluate and compare these methods in terms of their input/output, algorithms used, prediction performance, validation methods and software availability and utility. In addition, we construct independent data sets consisting of caspases/granzyme B substrates from different species and accordingly assess the predictive power of these different predictors for the identification of cleavage sites. We find that the prediction results are highly variable among different predictors. Furthermore, we experimentally validate the predictions of a case study by performing caspase cleavage assay. We anticipate that this comprehensive review and survey analysis will provide an insightful resource for biologists and bioinformaticians who are interested in using and/or developing tools for caspase/granzyme B cleavage prediction.


Assuntos
Caspases/metabolismo , Humanos , Proteólise , Especificidade por Substrato
9.
Int J Mol Sci ; 22(8)2021 Apr 20.
Artigo em Inglês | MEDLINE | ID: mdl-33924042

RESUMO

Degradome sequencing is commonly used to generate high-throughput information on mRNA cleavage sites mediated by small RNAs (sRNA). In our datasets of potato (Solanum tuberosum, St) and Phytophthora infestans (Pi), initial predictions generated high numbers of cleavage site predictions, which highlighted the need of improved analytic tools. Here, we present an R package based on a deep learning convolutional neural network (CNN) in a machine learning environment to optimize discrimination of false from true cleavage sites. When applying smartPARE to our datasets on potato during the infection process by the late blight pathogen, 7.3% of all cleavage windows represented true cleavages distributed on 214 sites in P. infestans and 444 sites in potato. The sRNA landscape of the two organisms is complex with uneven sRNA production and cleavage regions widespread in the two genomes. Multiple targets and several cases of complex regulatory cascades, particularly in potato, was revealed. We conclude that our new analytic approach is useful for anyone working on complex biological systems and with the interest of identifying cleavage sites particularly inferred by sRNA classes beyond miRNAs.


Assuntos
Phytophthora infestans/patogenicidade , Solanum tuberosum/microbiologia , Interações Hospedeiro-Patógeno , Doenças das Plantas/genética , Doenças das Plantas/microbiologia , RNA Mensageiro/genética , Solanum tuberosum/genética
10.
J Biol Chem ; 294(20): 8037-8045, 2019 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-30926607

RESUMO

The protease ADAMTS7 functions in the extracellular matrix (ECM) of the cardiovascular system. However, its physiological substrate specificity and mechanism of regulation remain to be explored. To address this, we conducted an unbiased substrate analysis using terminal amine isotopic labeling of substrates (TAILS). The analysis identified candidate substrates of ADAMTS7 in the human fibroblast secretome, including proteins with a wide range of functions, such as collagenous and noncollagenous extracellular matrix proteins, growth factors, proteases, and cell-surface receptors. It also suggested that autolysis occurs at Glu-729-Val-730 and Glu-732-Ala-733 in the ADAMTS7 Spacer domain, which was corroborated by N-terminal sequencing and Western blotting. Importantly, TAILS also identified proteolysis of the latent TGF-ß-binding proteins 3 and 4 (LTBP3/4) at a Glu-Val and Glu-Ala site, respectively. Using purified enzyme and substrate, we confirmed ADAMTS7-catalyzed proteolysis of recombinant LTBP4. Moreover, we identified multiple additional scissile bonds in an N-terminal linker region of LTBP4 that connects fibulin-5/tropoelastin and fibrillin-1-binding regions, which have an important role in elastogenesis. ADAMTS7-mediated cleavage of LTBP4 was efficiently inhibited by the metalloprotease inhibitor TIMP-4, but not by TIMP-1 and less efficiently by TIMP-2 and TIMP-3. As TIMP-4 expression is prevalent in cardiovascular tissues, we propose that TIMP-4 represents the primary endogenous ADAMTS7 inhibitor. In summary, our findings reveal LTBP4 as an ADAMTS7 substrate, whose cleavage may potentially impact elastogenesis in the cardiovascular system. We also identify TIMP-4 as a likely physiological ADAMTS7 inhibitor.


Assuntos
Proteínas ADAMTS , Fibroblastos/enzimologia , Proteínas de Ligação a TGF-beta Latente , Proteólise , Inibidores Teciduais de Metaloproteinases , Proteínas ADAMTS/química , Proteínas ADAMTS/genética , Proteínas ADAMTS/metabolismo , Proteínas da Matriz Extracelular/química , Proteínas da Matriz Extracelular/genética , Proteínas da Matriz Extracelular/metabolismo , Células HEK293 , Humanos , Proteínas de Ligação a TGF-beta Latente/química , Proteínas de Ligação a TGF-beta Latente/genética , Proteínas de Ligação a TGF-beta Latente/metabolismo , Domínios Proteicos , Proteômica , Inibidor Tecidual de Metaloproteinase-1/química , Inibidor Tecidual de Metaloproteinase-1/genética , Inibidor Tecidual de Metaloproteinase-1/metabolismo , Inibidores Teciduais de Metaloproteinases/química , Inibidores Teciduais de Metaloproteinases/genética , Inibidores Teciduais de Metaloproteinases/metabolismo , Tropoelastina/química , Tropoelastina/genética , Tropoelastina/metabolismo , Inibidor Tecidual 4 de Metaloproteinase
11.
Genomics ; 2019 Sep 05.
Artigo em Inglês | MEDLINE | ID: mdl-31494196

RESUMO

During the last three decades or so, many efforts have been made to study the protein cleavage sites by some disease-causing enzyme, such as HIV (human immunodeficiency virus) protease and SARS (severe acute respiratory syndrome) coronavirus main proteinase. It has become increasingly clear via this minireview that the motivation driving the aforementioned studies is quite wise, and that the results acquired through these studies are very rewarding, particularly for developing peptide drugs.

12.
J Proteome Res ; 18(9): 3419-3428, 2019 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-31337208

RESUMO

Snakebite is a major medical concern in many parts of the world with metalloproteases playing important roles in the pathological effects of Viperidae venoms, including local tissue damage, hemorrhage, and coagulopathy. Hemorrhagic Factor 3 (HF3), a metalloprotease from Bothrops jararaca venom, induces local hemorrhage and targets extracellular matrix (ECM) components, including collagens and proteoglycans, and plasma proteins. However, the full substrate repertoire of this metalloprotease is unknown. We report positional proteomic studies identifying >2000 N-termini, including neo-N-termini of HF3 cleavage sites in mouse embryonic fibroblast secretome proteins. Terminal amine isotopic labeling of substrates (TAILS) analysis identified a preference for Leu at the P1' position among candidate HF3 substrates including proteins of the ECM and focal adhesions and the cysteine protease inhibitor cystatin-C. Interestingly, 190 unique peptides matched to annotated cleavage sites in the TopFIND N-termini database, suggesting that these cleavages occurred at a site prone to cleavage or might have been generated by other proteases activated upon incubation with HF3, including caspases-3 and -7, cathepsins D and E, granzyme B, and MMPs 2 and 9. Using Proteomic identification of cleavage site specificity (PICS), a tryptic library derived from THP-1 monocytic cells was used as HF3 substrates for identifying protease cleavage sites and sequence preferences in peptides. A total of 799 unique cleavage sites were detected and, in accordance with TAILS analysis using native secreted protein substrates of MEF cells, revealed a clear preference for Leu at P1'. Taken together, these results greatly expand the known substrate degradome of HF3 and reveal potential new targets, which may serve as a basis to better elucidate the complex pathophysiology of snake envenomation.


Assuntos
Metaloproteases/genética , Proteoma/genética , Proteômica , Venenos de Serpentes/genética , Sequência de Aminoácidos/genética , Animais , Proteínas Sanguíneas/química , Proteínas Sanguíneas/genética , Proteínas Sanguíneas/isolamento & purificação , Bothrops/genética , Humanos , Marcação por Isótopo , Metaloproteases/química , Metaloproteases/isolamento & purificação , Camundongos , Biblioteca de Peptídeos , Proteoma/química , Venenos de Serpentes/química , Especificidade por Substrato/genética , Espectrometria de Massas em Tandem
13.
Immunogenetics ; 71(8-9): 519-530, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31520135

RESUMO

Human CD4+ T lymphocytes play an important role in inducing potent immune responses. T cells are activated and stimulated by peptides presented in human leucocyte antigen (HLA)-class II molecules. These HLA-class II molecules typically present peptides of between 12 and 20 amino acids in length. The region that interacts with the HLA molecule, designated as the peptide-binding core, is highly conserved in the residues which anchor the peptide to the molecule. In addition, as these peptides are the product of proteolytic cleavages, certain conserved residues may be expected at the N- and C-termini outside the binding core. To study whether similar conserved residues are present in different cell types, potentially harbouring different proteolytic enzymes, the ligandomes of HLA-DRB1*03:01/HLA-DRB > 1 derived from two different cell types (dendritic cells and EBV-transformed B cells) were identified with mass spectrometry and the binding core and N- and C-terminal residues of a total of 16,568 peptides were analysed using the frequencies of the amino acids in the human proteome. Similar binding motifs were found as well as comparable conservations in the N- and C-terminal residues. Furthermore, the terminal conservations of these ligandomes were compared to the N- and C-terminal conservations of the ligandome acquired from dendritic cells homozygous for HLA-DRB1*04:01. Again, comparable conservations were evident with only minor differences. Taken together, these data show that there are conservations in the terminal residues of peptides, presumably the result of the activity of proteases involved in antigen processing.


Assuntos
Linfócitos B/metabolismo , Células Dendríticas/metabolismo , Antígenos HLA-DR/classificação , Antígenos HLA-DR/metabolismo , Fragmentos de Peptídeos/metabolismo , Proteoma/metabolismo , Motivos de Aminoácidos , Linfócitos B/citologia , Células Cultivadas , Células Dendríticas/citologia , Humanos , Ligantes , Ligação Proteica
14.
Chemistry ; 25(3): 823-834, 2019 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-30328640

RESUMO

Predicting the fragmentation patterns of proteins would be beneficial for the reliable identification of intact proteins by mass spectrometry. However, the ability to accurately make such predictions remains elusive. An approach to predict the specific cleavage sites in whole proteins resulting from collision-induced dissociation by use of an improved electrostatic model for calculating the proton configurations of highly-charged protein ions is reported. Using ubiquitin, cytochrome c, lysozyme and ß-lactoglobulin as prototypical proteins, this approach can be used to predict the fragmentation patterns of intact proteins. For sufficiently highly charged proteins, specific cleavages occur near the first low-basicity amino acid residues that are protonated with increasing charge state. Hybrid QM/QM' (QM=quantum mechanics) and molecular dynamics (MD) simulations and energy-resolved collision-induced dissociation measurements indicated that the barrier to the specific dissociation of the protonated amide backbone bond is significantly lower than competitive charge remote fragmentation. Unlike highly charged peptides, the protons at low-basicity sites in highly charged protein ions can be confined to a limited sequence of low-basicity amino acid residues by electrostatic repulsion, which results in highly specific fragmentation near the site of protonation. This research suggests that the optimal charge states to form specific sequence ions of intact proteins in higher abundances than the use of less specific ion dissociation methods can be predicted a priori.


Assuntos
Citocromos c/metabolismo , Muramidase/metabolismo , Ubiquitina/metabolismo , Amidas/química , Citocromos c/química , Íons/química , Simulação de Dinâmica Molecular , Muramidase/química , Prótons , Teoria Quântica , Espectrometria de Massas por Ionização por Electrospray , Eletricidade Estática , Termodinâmica , Ubiquitina/química
15.
J Struct Biol ; 203(3): 247-254, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29763735

RESUMO

Cleavage of collagen by collagenases such as matrix metalloproteinase 1 (MMP-1) is a key step in development, tissue remodeling, and tumor proliferation. The abundant heterotrimeric type I collagen composed of two α1(I) chains and one α2(I) chain is efficiently cleaved by MMP-1 at a unique site in the triple helix, a process which may be initiated by local unfolding within the peptide chains. Atypical homotrimers of the α1(I) chain, found in embryonic and cancer tissues, are very resistant to MMP cleavage. To investigate MMP-1 cleavage, recombinant homotrimers were constructed with sequences from the MMP cleavage regions of human collagen chains inserted into a host bacterial collagen protein system. All triple-helical constructs were cleaved by MMP-1, with α2(I) homotrimers cleaved efficiently at a rate similar to that seen for α1(II) and α1(III) homotrimers, while α1(I) homotrimers were cleaved at a much slower rate. The introduction of destabilizing Gly to Ser mutations within the human collagenase susceptible region of the α2(I) chain did not interfere with MMP-1 cleavage. Molecular dynamics simulations indicated a greater degree of transient hydrogen bond breaking in α2(I) homotrimers compared with α1(I) homotrimers at the MMP-1 cleavage site, and showed an extensive disruption of hydrogen bonding in the presence of a Gly to Ser mutation, consistent with chymotrypsin digestion results. This study indicates that α2(I) homotrimers are susceptible to MMP-1, proves that the presence of an α1(I) chain is not a requirement for α2(I) cleavage, and supports the importance of local unfolding of α2(I) in collagenase cleavage.


Assuntos
Colágeno Tipo I/química , Colagenases/química , Metaloproteinase 1 da Matriz/química , Neoplasias/genética , Sequência de Aminoácidos/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Sítios de Ligação , Proliferação de Células/genética , Colágeno/química , Colágeno/genética , Colágeno Tipo I/genética , Colagenases/genética , Humanos , Ligação de Hidrogênio , Metaloproteinase 1 da Matriz/genética , Simulação de Dinâmica Molecular , Neoplasias/patologia , Ligação Proteica , Conformação Proteica , Conformação Proteica em alfa-Hélice/genética , Streptococcus pyogenes/química
16.
J Mol Recognit ; 31(7): e2703, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29457292

RESUMO

Histones and their posttranslational modified forms play pivotal roles in chromatin functioning and gene transcription. Also, histones are harmful when they enter the intercellular space; their administration to animals results in systemic inflammatory and toxic responses. Autoantibodies having enzymatic activities (abzymes) are the specific feature of several autoimmune and viral diseases. Electrophoretically homogeneous IgGs containing no canonical proteases were purified from sera of HIV-infected patients by using several affinity chromatographies. In contrast to known canonical proteases, Abs from HIV-infected patients hydrolyzed exclusively only histones but no other control globular proteins. The H3 and H4 histone cleavage sites by antihistone IgGs were determined by matrix-assisted laser desorption/ionization mass spectrometry for the first time. Two clusters of H3 hydrolysis contain major (↕) and minor (*) cleavage sites: 18-K*Q*LA↕TK*A↕AR*KS↕A*P-30 and 34-G*VK*KPHR*YRPGTVA*L*R-50. H4 histone has only 1 cluster of cleavage sites containing additionally moderate (↓) cleavage sites: 15-A↕KR↕HR↕KVLR↓D*NIQ↓GIT*K-31. Sites of these histones cleavage correspond mainly to their known epitopes. It was surprising that most of the cleavage sites of histones are involved in the interaction with DNA of nucleosome core. Because histones act as damage-associated molecules, abzymes against H3 and H4 can play important role in pathogenesis of AIDs and probably other viral and immune diseases.


Assuntos
Anticorpos Catalíticos/metabolismo , Autoanticorpos/metabolismo , Infecções por HIV/imunologia , Histonas/química , Imunoglobulina G/metabolismo , Adolescente , Adulto , Sequência de Aminoácidos , Anticorpos Catalíticos/biossíntese , Anticorpos Catalíticos/isolamento & purificação , Autoanticorpos/biossíntese , Autoanticorpos/isolamento & purificação , Sítios de Ligação , Biocatálise , DNA/química , DNA/metabolismo , Epitopos/química , Feminino , HIV/imunologia , Infecções por HIV/genética , Infecções por HIV/metabolismo , Infecções por HIV/patologia , Histonas/imunologia , Histonas/metabolismo , Humanos , Hidrólise , Soros Imunes/química , Imunoglobulina G/biossíntese , Imunoglobulina G/isolamento & purificação , Masculino , Modelos Moleculares , Ligação Proteica , Isoformas de Proteínas/química , Isoformas de Proteínas/imunologia , Isoformas de Proteínas/metabolismo , Estrutura Secundária de Proteína , Proteólise , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz
17.
Cytometry A ; 93(8): 803-810, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30107080

RESUMO

Flow cytometry is often performed on adherent cells or solid tissues that have been released from their growth substrate or disaggregated by enzymatic digestion. Although detection of strongly expressed cell surface proteins following such procedures indicates that many survive treatment with proteolytic enzymes, applications such as cell surface proteomics involve assessment of the expression of more than 200 proteins and it is important to know how to interpret negative results. To address this problem, we performed flow cytometry-based cell surface proteomic analysis on two non-adherent cell lines, THP1 and K562, after mock and authentic trypsin treatment, according to a widely used protocol to remove adherent cells (0.25% trypsin, 2.21 mM EDTA, 37°C, 5 min). In a single screening experiment, we examined the effect of treatment on mean fluorescence intensity and on the percent of positive cells and determined the false negative rate. Of 164 determinations that were ≥20% positive after mock treatment, 13 (7.9%) were <20% positive after trypsin treatment. Four proteins were chosen for time-course studies (performed in triplicate), confirming initial sensitivity results but revealing significant variability in the magnitude of the trypsin effect. When trypsin sensitivity of individual proteins was examined as a function of the number of predicted high probability extracellular trypsin cleavage sites, we found that the markers that yielded false negatives all had high numbers of sites (>30), but even so, the majority of proteins with high numbers of trypsin sites could still be detected after mild trypsin treatment. We conclude that the great majority of cell surface proteins can be detected after mild trypsin treatment, but that negative results should not be over-interpreted, due to the possibility of false negatives.


Assuntos
Citometria de Fluxo , Proteínas de Membrana/isolamento & purificação , Proteoma/genética , Linhagem Celular Tumoral , Humanos , Proteínas de Membrana/genética , Proteômica/métodos , Tripsina/farmacologia
18.
Amino Acids ; 50(1): 69-77, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29071530

RESUMO

Seryl-histidine dipeptide (Ser-His) has been recognized as the shortest peptide with hydrolysis cleavage activity; however, its protein cleavage spectrum has not yet been fully explored. Here, four differently folded proteins were treated with Ser-His, and the digestion products were evaluated with high-resolution mass spectrometry. The cleavage efficiency and cleavage propensity of Ser-His against these protein substrates were calculated at both the primary and secondary sequence levels. The above experiments show that Ser-His cleaves a broad spectrum of substrate proteins of varying secondary structures. Moreover, Ser-His could cleave at all 20 amino acids with different efficiencies according to the protein, which means that Ser-His has the original digestion function of serine proteases. Furthermore, we collected and compared the catalytic sites and cleavage sites of 340 extant serine proteases derived from 17 representative organisms. A consensus motif Ser-[X]-His was identified as the major pattern at the catalytic sites of serine proteases from all of the organisms represented except Danio rerio, which uses Ser-Lys instead. This finding indicates that Ser-His is the core component of the serine protease catalytic site. Moreover, our analysis revealed that the cleavage sites of modern serine proteases have become more specific over the evolutionary history of this family. Based on the above analysis results, it could be found that Ser-His is likely the original serine protease and maybe the evolutionary core of modern serine proteases.


Assuntos
Domínio Catalítico , Dipeptídeos/metabolismo , Evolução Molecular , Proteínas/química , Serina Proteases/metabolismo , Sequência de Aminoácidos , Aminoácidos/química , Biologia Computacional , Ciclofilina A/química , Dipeptídeos/química , Proteínas de Fluorescência Verde/química , Hidrólise , Espectrometria de Massas , Modelos Moleculares , Mioglobina/química , Peptídeos/química , Serina Proteases/química , Soroalbumina Bovina/química , Especificidade por Substrato
19.
Brain ; 140(5): 1280-1299, 2017 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-28334907

RESUMO

Ataxin-3, the disease protein in Machado-Joseph disease, is known to be proteolytically modified by various enzymes including two major families of proteases, caspases and calpains. This processing results in the generation of toxic fragments of the polyglutamine-expanded protein. Although various approaches were undertaken to identify cleavage sites within ataxin-3 and to evaluate the impact of fragments on the molecular pathogenesis of Machado-Joseph disease, calpain-mediated cleavage of the disease protein and the localization of cleavage sites remained unclear. Here, we report on the first precise localization of calpain cleavage sites in ataxin-3 and on the characterization of the resulting breakdown products. After confirming the occurrence of calpain-derived fragmentation of ataxin-3 in patient-derived cell lines and post-mortem brain tissue, we combined in silico prediction tools, western blot analysis, mass spectrometry, and peptide overlay assays to identify calpain cleavage sites. We found that ataxin-3 is primarily cleaved at two sites, namely at amino acid positions D208 and S256 and mutating amino acids at both cleavage sites to tryptophan nearly abolished ataxin-3 fragmentation. Furthermore, analysis of calpain cleavage-derived fragments showed distinct aggregation propensities and toxicities of C-terminal polyglutamine-containing breakdown products. Our data elucidate the important role of ataxin-3 proteolysis in the pathogenesis of Machado-Joseph disease and further emphasize the relevance of targeting this disease pathway as a treatment strategy in neurodegenerative disorders.


Assuntos
Ataxina-3/metabolismo , Calpaína/metabolismo , Doença de Machado-Joseph/metabolismo , Encéfalo/metabolismo , Células Cultivadas , Técnicas de Química Combinatória , Simulação por Computador , Humanos , Células-Tronco Pluripotentes Induzidas/metabolismo , Peptídeo Hidrolases/metabolismo , Agregação Patológica de Proteínas/metabolismo , Transfecção
20.
J Biol Inorg Chem ; 22(6): 881-892, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28509989

RESUMO

Bleomycin is an anti-tumour agent that is clinically used to treat several types of cancers. Bleomycin cleaves DNA at specific DNA sequences and recent genome-wide DNA sequencing specificity data indicated that the sequence 5'-RTGT*AY (where T* is the site of bleomycin cleavage, R is G/A and Y is T/C) is preferentially cleaved by bleomycin in human cells. Based on this DNA sequence, we constructed a plasmid clone to explore this bleomycin cleavage preference. By systematic variation of single nucleotides in the 5'-RTGT*AY sequence, we were able to investigate the effect of nucleotide changes on bleomycin cleavage efficiency. We observed that the preferred consensus DNA sequence for bleomycin cleavage in the plasmid clone was 5'-YYGT*AW (where W is A/T). The most highly cleaved sequence was 5'-TCGT*AT and, in fact, the seven most highly cleaved sequences conformed to the consensus sequence 5'-YYGT*AW. A comparison with genome-wide results was also performed and while the core sequence was similar in both environments, the surrounding nucleotides were different.


Assuntos
Bleomicina/farmacologia , Clivagem do DNA/efeitos dos fármacos , DNA/genética , Sequência de Bases
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