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1.
Belo Horizonte; s.n; 2023. 124 p.
Tese em Português | LILACS | ID: biblio-1444992

RESUMO

As leishmanioses são doenças tropicais negligenciadas com alta endemicidade e que afetam milhares de pessoas no mundo. Sua infecção é causada por parasitos protozoários do gênero Leishmania. A diversidade biológica entre as espécies é quem permite determinar as manifestações clínicas, sendo elas na forma de leishmaniose visceral (LV) ou leishmaniose tegumentar (LT). Dentre estas manifestações, a LV é considerada a mais grave, devido sua alta letalidade e grande emergência em indivíduos com a infecção provocada pelo vírus da imunodeficiência humana (HIV). Atualmente, as medidas de controle e prevenção adotadas pela Organização Mundial da Saúde (OMS), baseiam-se em uma combinação de estratégias de intervenção contra a infecção, uma vez que o diagnóstico eficaz e precoce é indispensável para que se possa intervir com o tratamento adequado, diminuindo índices de mortalidade e a evolução de complicações clínicas. Entretanto, os testes sorológicos utilizados apresentam sensibilidade e especificidade prejudicadas em pacientes com leishmanioses e/ou coinfectados LV/HIV, devido a baixos ní-veis de anticorpos antileishmanial ou pela presença de doenças que causem reação cruzada, levando a resultados falso-positivos. A sensibilidade torna-se também variável em pacientes tratados, uma vez que a sorologia pode manter-se positiva por meses ou anos após o fim do tratamento e cura da doença. Buscando resolver tal problemática, a identificação de novos antígenos, por meio de análises de bioinformática associadas à imunoproteômica, tem permitido a detecção de novas proteínas com potencial aplicação diagnóstica. Em estudos anteriores, as proteínas hipotéticas LiHyT, LiHyD, LiHyV e LiHyP foram encontradas em espécies de Leishmania spp, e avaliadas em suas versões recombinantes por meio de ensaios de ELISA, obtendo resultados satisfatórios para a detecção da LV humana e canina. Com base nessas informações, o presente trabalho teve como objetivo desenvolver uma proteína quimera recombinante base-ada na predição de epítopos lineares específicos de células B das quatro proteínas antigênicas de L. infantum citadas e avaliar o potencial diagnóstico, assim como dos peptídeos individuais que a constituíram, frente à leishmaniose humana, bem como com a coinfecção com HIV, além de testar os antígenos como marcadores prognóstico após o tratamento da LV e LT. As sequências de aminoácidos das proteínas foram avaliadas e oito epítopos de células B foram preditos e utilizados na construção de uma nova proteína quimérica. A proteína foi expressa, purificada e avaliada como antígeno recombinante em ELISA para o diagnóstico de LV, LT, coinfecção LV/HIV e prognóstico em amostras de pacientes tratados de LV e LT. Os epítopos de células B usados na construção da quimera foram sintetizados e também testados em ELISA frente às mesmas amostras, assim como um extrato antigênico solúvel de Leishmania braziliensis (SLA). Os resultados mostraram que a proteína quimera apresentou sensibilidade e especificidade de 100% para diagnosticar a LV, LT e LV/HIV, enquanto os peptídeos sintéticos apresentaram sensibilidade variando entre eles de 9,1% a 90,9% para amostras de LT e 76,8% a 99,2% para amostras de LV e LV/HIV, já os valores de especificidade atingiram 98,3% a 99,1% para LT e 67,1% a 95,7% para LV e LV/HIV. O SLA apresentou sensibilidade e especificidade de 18,2% e 98,3% para LT, e 56,8% a 69,5% para amostras de LV e LV/HIV, respectivamente. Uma avaliação prognóstica preliminar mostrou ainda que os anticorpos anti-quimera diminuíram em níveis significativos, quando comparada a reatividade sorológica antes e seis meses após o tratamento, sugerindo um possível papel prognóstico da quimera para as leishmanioses. O presente estudo, mostrou-se eficaz na construção e avaliação de novos candidatos, que demonstram ter um bom desempenho na detecção diagnóstica e prognóstica para as leishmanioses e dos casos de coinfecção LV/HIV.


Leishmaniasis are neglected tropical diseases with high endemicity that affect thousands of people in the world. Infection is caused by protozoan parasites of the genus Leishmania. The biological diversity between species is what allows determining the clinical manifestations, either in the form of visceral leishmaniasis (VL) or tegumentary leishmaniasis (TL). Among these clinical manifestations, VL is considered the most serious, due to its high lethality and great emergence in individuals with infection caused by the human immunodeficiency virus (HIV). Currently, the control and prevention measures adopted by the World Health Organiza-tion (WHO) are based on a combination of intervention strategies against the infection, since an effective and early diagnosis is essential to intervene with the appropriate treatment, decrea-sing mortality rates and evolution of clinical complications. However, the serological tests used show impaired sensitivity and specificity in patients with leishmaniasis and/or coinfected with VL/HIV, due to low levels of anti-leishmanial antibodies or the presence of diseases that cause cross-reaction, leading to false-positive results. The sensitivity also becomes variable in treated patients, since the serology can remain positive for months or years after the end of the trea-tment and cure of the disease. Seeking to solve this problem, the identification of new antigens, through bioinformatic analysis associated with immunoproteomic, has allowed the detection of new proteins with potential diagnostic application. In previous studies, the hypothetical proteins LiHyT, LiHyD, LiHyV and LiHyP were found in species of Leishmania spp, and evaluated in their recombinant versions through ELISA assays, and satisfactory results were obtained for the detection of human and canine VL. Based on this information, the present work aimed to develop a recombinant chimera protein through on the prediction of specific linear epitopes of B cells derived from these four antigenic proteins of L. infantum and to evaluate its diagnostic potential, as well as the individual peptides that constitute it, against human leishmaniasis, as well as co-infection with HIV, in addition to testing them as possible prognostic markers of patients after VL and TL treatment. The amino acid sequences of the proteins were evaluated and eight B cell epitopes were predicted and used in the construction of a new chimeric protein. The protein was expressed, purified and evaluated as a recombinant antigen in ELISA for the diagnosis of VL, TL, VL/HIV co-infection and prognosis in samples from patients treated for VL and TL. The B cell epitopes used in the construction of the chimera were synthesized and also tested in ELISA against the same samples, as well as a soluble Leishmania braziliensis antigenic extract (SLA). The results showed that the chimera protein apresented sensitivity and specificity of 100% for diagnosing VL, TL and VL/HIV, while the synthetic peptides showed sensitivity ranging from 9.1% to 90.9% for TL samples and 76.8 % to 99.2% for VL and VL/HIV samples, while the specificity values reached from 98.3% to 99.1% for TL and 67.1% to 95.7% for VL and VL/HIV. The SLA showed sensitivity and specificity of 18.2% and 98.3% for TL, and 56.8% to 69.5% for VL and VL/HIV samples, respectively. A preliminary prog-nostic evaluation also showed that anti-chimera antibodies significantly decreased when com-pared to serological reactivity before and six months after treatment, suggesting a possible prognostic role of the antigen for leishmaniasis. The present study proved to be effective in the construction and evaluation of new candidates, who demonstrate good performance in diagnos-tic and prognostic detection for leishmaniasis and VL/HIV co-infection.


Assuntos
Leishmania braziliensis , Leishmania infantum , Doenças Negligenciadas , Epitopos de Linfócito B , Biologia Computacional , Dissertação Acadêmica
2.
Chinese Journal of Cellular and Molecular Immunology ; (12): 494-500, 2023.
Artigo em Chinês | WPRIM | ID: wpr-981891

RESUMO

Objectives To develop a multi-stage and multi-epitope vaccine, which consists of epitopes from the early secretory and latency-associated antigens of Mycobacterium tuberculosis (MTB). Methods The B-cell, cytotoxic T-lymphocyte (CTL) and helper T-lymphocyte (HTL) epitopes of 12 proteins were predicted using an immunoinformatics. The epitopes with antigenicity, without cytotoxicity and sensitization, were further screened to construct the multi-epitope vaccine. Furthermore, the proposed vaccine underwent physicochemical properties analysis and secondary structure prediction as well as 3D structure modeling, refinement and validation. Then the refined model was docked with TLR4. Finally, an immune simulation of the vaccine was carried out. Results The proposed vaccine, which consists of 12 B-cell, 11 CTL and 12 HTL epitopes, had a flexible and stable globular conformation as well as a thermostable and hydrophilic structure. A stable interaction of the vaccine with TLR4 was confirmed by molecular docking. The efficiency of the candidate vaccine to trigger effective cellular and humoral immune responses was assessed by immune simulation. Conclusion A multi-stage multi-epitope MTB vaccine construction strategy based on immunoinformatics is proposed, which is expected to prevent both active and latent MTB infection.


Assuntos
Mycobacterium tuberculosis/metabolismo , Simulação de Acoplamento Molecular , Receptor 4 Toll-Like , Epitopos de Linfócito T/química , Epitopos de Linfócito B/química , Vacinas de Subunidades Antigênicas/química , Biologia Computacional/métodos
3.
Chinese Journal of Biotechnology ; (12): 148-159, 2022.
Artigo em Chinês | WPRIM | ID: wpr-927700

RESUMO

The GapC protein of Streptococcus uberis located on the surface of bacteria is a protein with glyceraldehyde-3-phosphate dehydrogenase activity. It participates in cellular processes and exhibits a variety of biological activities. In addition, it has good antigenicity. The aim of this study was to predict the possible B-cell epitopes of the GapC protein and verify the immunogenicity of candidate epitope peptides. The gapC gene of S. uberis isolate RF5-1 was cloned into a recombinant expression plasmid pET-28a-GapC and inducibly expressed. The purified protein was used to immunize experimental rabbits to produce anti-GapC polyclonal antibodies. The three-dimensional structure and three-dimensional location of the GapC B-cell epitopes and the homology comparison of the GapC protein and its B-cell epitopes were carried out using bioinformatics softwares. The results showed that the 44-kDa GapC protein had a good immunological reactivity. Six linear and 3 conformational dominant B-cell epitopes against the GapC protein were selected and synthesized. Three dimensional analysis indicated that the selected peptides have better antigen epitope formation potential. Rabbit anti-GapC polyclonal antibodies were generated after immunized with the purified GapC protein, and the polyclonal antibodies were used to identify the epitope peptide by an indirect ELISA. The ELISA results showed that all of the 9 epitope peptides could react with anti-GapC polyclonal antibodies with varying titers. Among them, the epitope polypeptide 266AANDSYGYTEDPIVSSD282 reacted with the polyclonal antibodies significantly stronger than with other epitope peptides. This study laid an experimental foundation for in-depth understanding of the immunological properties and utilizing effective epitopes of the GapC protein of S. uberis.


Assuntos
Animais , Camundongos , Coelhos , Antígenos de Bactérias/genética , Proteínas de Bactérias/genética , Epitopos de Linfócito B/genética , Camundongos Endogâmicos BALB C , Streptococcus
4.
Biomedical and Environmental Sciences ; (12): 364-371, 2021.
Artigo em Inglês | WPRIM | ID: wpr-878372

RESUMO

Objective@#To study the polymorphism in P66 and its human B-cell epitopes of @*Methods@#Polymerase chain reaction (PCR) and sequencing were used to obtain the P66 sequences of 59 Chinese @*Results@#Results showed that genetic and amino acid diversity presented in the 66 kD protein of all 59 Chinese strains, especially in @*Conclusion@#In P66 of 59 Chinese strains, polymorphisms were widely distributed. More importantly, the P66 amino acid sequences of


Assuntos
Humanos , Proteínas de Bactérias/genética , Borrelia burgdorferi/genética , China , Análise por Conglomerados , Epitopos de Linfócito B/genética , Marcadores Genéticos , Genótipo , Mutação , Reação em Cadeia da Polimerase , Polimorfismo Genético , Porinas/genética
5.
The Korean Journal of Parasitology ; : 61-67, 2019.
Artigo em Inglês | WPRIM | ID: wpr-742303

RESUMO

Cystic echinococcosis (CE) in sheep is a hazardous zoonotic parasitic disease that is caused by Echinococcus granulosus (Eg). At present, serological test is an important diagnostic method for Eg infection in domestic animals. Here, a fusion protein Eg mefAg-1 harboring 8 dominant B-cell epitopes of Eg such as antigen B, tetraspanin 1, tetraspanin 6, reticulon and Eg95 was produced in E. coli and evaluated for CE in sheep by indirect ELISA. Eg mefAg-1 showed in ELISA a high sensitivity (93.41%) and specificity (99.31%), with a coincidence rate of 97.02%. Overall, it is suggested that the Eg mefAg-1 could be a potential antigen candidate for CE serodiagnosis in sheep.


Assuntos
Animais Domésticos , Equinococose , Echinococcus granulosus , Ensaio de Imunoadsorção Enzimática , Epitopos de Linfócito B , Métodos , Doenças Parasitárias , Sensibilidade e Especificidade , Testes Sorológicos , Ovinos
6.
Braz. j. med. biol. res ; 51(5): e6213, 2018. tab, graf
Artigo em Inglês | LILACS | ID: biblio-889085

RESUMO

Dermatophagoides farinae (Der f), one of the main species of house dust mites, produces more than 30 allergens. A recently identified allergen belonging to the alpha-tubulin protein family, Der f 33, has not been characterized in detail. In this study, we used bioinformatics tools to construct the secondary and tertiary structures and predict the B and T cell epitopes of Der f 33. First, protein attribution, protein patterns, and physicochemical properties were predicted. Then, a reasonable tertiary structure was constructed by homology modeling. In addition, six B cell epitopes (amino acid positions 34-45, 63-67, 103-108, 224-230, 308-316, and 365-377) and four T cell epitopes (positions 178-186, 241-249, 335-343, and 402-410) were predicted. These results established a theoretical basis for further studies and eventual epitope-based vaccine design against Der f 33.


Assuntos
Animais , Tubulina (Proteína)/química , Alérgenos/química , Epitopos de Linfócito T/química , Epitopos de Linfócito B/química , Dermatophagoides farinae/química , Antígenos de Dermatophagoides/química , Tubulina (Proteína)/genética , Tubulina (Proteína)/imunologia , Alérgenos/genética , Alérgenos/imunologia , Estrutura Molecular , Estrutura Terciária de Proteína , Mapeamento de Epitopos , Epitopos de Linfócito T/genética , Epitopos de Linfócito B/genética , Biologia Computacional , Análise de Sequência de Proteína , Dermatophagoides farinae/genética , Dermatophagoides farinae/imunologia , Antígenos de Dermatophagoides/genética , Antígenos de Dermatophagoides/imunologia
7.
International Journal of Oral Biology ; : 63-70, 2017.
Artigo em Coreano | WPRIM | ID: wpr-54239

RESUMO

Selecting an appropriate antigen with optimal immunogenicity and physicochemical properties is a pivotal factor to develop a protein based subunit vaccine. Despite rapid progress in modern molecular cloning and recombinant protein technology, there remains a huge challenge for purifying and using protein antigens rich in hydrophobic domains, such as membrane associated proteins. To overcome current limitations using hydrophobic proteins as vaccine antigens, we adopted in silico analyses which included bioinformatic prediction and sequence-based protein 3D structure modeling, to develop a novel periodontitis subunit vaccine against the outer membrane protein FomA of Fusobacterium nucleatum. To generate an optimal antigen candidate, we predicted hydrophilicity and B cell epitope parameter by querying to web-based databases, and designed a truncated FomA (tFomA) candidate with better solubility and preserved B cell epitopes. The truncated recombinant protein was engineered to expose epitopes on the surface through simulating amino acid sequence-based 3D folding in aqueous environment. The recombinant tFomA was further expressed and purified, and its immunological properties were evaluated. In the mice intranasal vaccination study, tFomA significantly induced antigen-specific IgG and sIgA responses in both systemic and oral-mucosal compartments, respectively. Our results testify that intelligent in silico designing of antigens provide amenable vaccine epitopes from hard-to-manufacture hydrophobic domain rich microbial antigens.


Assuntos
Animais , Camundongos , Clonagem Molecular , Biologia Computacional , Simulação por Computador , Epitopos , Epitopos de Linfócito B , Fusobacterium nucleatum , Fusobacterium , Interações Hidrofóbicas e Hidrofílicas , Imunoglobulina A Secretora , Imunoglobulina G , Proteínas de Membrana , Periodontite , Solubilidade , Vacinação
8.
Clinical and Experimental Vaccine Research ; : 75-82, 2016.
Artigo em Inglês | WPRIM | ID: wpr-8370

RESUMO

PURPOSE: At present, there is no vaccine available for the prevention of human brucellosis. Brucella outer membrane protein 2b (Omp2b) is a 36 kD porin existed in common Brucella pathogens and it is considered as priority antigen for designing a new subunit vaccine. MATERIALS AND METHODS: In the current study, we aimed to predict and analyze the secondary and tertiary structures of the Brucella abortus Omp2b protein, and to predict T-cell and B-cell epitopes with the help of bioinformatics tools. Subsequently, cloning and expression of the short form of Omp2b (SOmp2b) was performed using pET28a expression vector and Escherichia coli BL21 host, respectively. The recombinant SOmp2b (rSOmp2b) was purified with Ni-NTA column. RESULTS: The recombinant protein was successfully expressed in E. coli host and purified under denaturation conditions. The yield of the purified rSOmp2b was estimated by Bradford method and found to be 220 microg/mL of the culture. CONCLUSION: Our results indicate that Omp2b protein has a potential to induce both B-cell- and T-cell-mediated immune responses and it can be evaluated as a new subunit vaccine candidate against brucellosis.


Assuntos
Humanos , Brucella abortus , Brucella , Brucelose , Células Clonais , Clonagem de Organismos , Biologia Computacional , Simulação por Computador , Epitopos de Linfócito B , Escherichia coli , Proteínas de Membrana , Linfócitos T
9.
Journal of Huazhong University of Science and Technology (Medical Sciences) ; (6): 607-613, 2016.
Artigo em Inglês | WPRIM | ID: wpr-285221

RESUMO

This study bioinformatically analyzed the non-VP1 capsid proteins (VP2-VP4) of Coxasckievirus A6 (CVA6), with an attempt to predict their basic physicochemical properties, structural/functional features and linear B cell eiptopes. The online tools SubLoc, TargetP and the others from ExPASy Bioinformatics Resource Portal, and SWISS-MODEL (an online protein structure modeling server), were utilized to analyze the amino acid (AA) sequences of VP2-VP4 proteins of CVA6. Our results showed that the VP proteins of CVA6 were all of hydrophilic nature, contained phosphorylation and glycosylation sites and harbored no signal peptide sequences and acetylation sites. Except VP3, the other proteins did not have transmembrane helix structure and nuclear localization signal sequences. Random coils were the major conformation of the secondary structure of the capsid proteins. Analysis of the linear B cell epitopes by employing Bepipred showed that the average antigenic indices (AI) of individual VP proteins were all greater than 0 and the average AI of VP4 was substantially higher than that of VP2 and VP3. The VP proteins all contained a number of potential B cell epitopes and some eiptopes were located at the internal side of the viral capsid or were buried. We successfully predicted the fundamental physicochemical properties, structural/functional features and the linear B cell eiptopes and found that different VP proteins share some common features and each has its unique attributes. These findings will help us understand the pathogenicity of CVA6 and develop related vaccines and immunodiagnostic reagents.


Assuntos
Humanos , Sequência de Aminoácidos , Proteínas do Capsídeo , Genética , Alergia e Imunologia , Biologia Computacional , Enterovirus , Genética , Virulência , Epitopos de Linfócito B , Genética , Alergia e Imunologia
10.
Clinical and Experimental Vaccine Research ; : 101-107, 2016.
Artigo em Inglês | WPRIM | ID: wpr-89003

RESUMO

Group A Streptococcus (GAS) infections cause substantial worldwide morbidity and mortality, mostly associated with suppurative complications such as pharyngitis, impetigo, and non-suppurative immune syndromes such as acute rheumatic fever, rheumatic heart disease, and acute post-streptococcal glomerulonephritis. Deaths occur mostly in children, adolescents, and young adults in particular pregnant women in low- and middle-income countries. GAS strains are highly variable, and a GAS vaccine would need to overcome the issue of multiple strains. Several approaches have been used multivalent vaccines using N-terminal polypeptides of different M protein; conserved M protein vaccines with antigens from the conserved C-repeat portion of the M protein; incorporation selected T- and B-cell epitopes from the C-repeat region in a synthetic polypeptide or shorter single minimal B-cell epitopes from this same region; and non-M protein approaches utilizing highly conserved motives of streptococcal C5a peptidase, GAS carbohydrate and streptococcal fibronectin-binding proteins. A GAS vaccine represents urgent need for this neglected disease and should therefore deserve the greatest attention of international organizations, donors, and vaccine manufacturers.


Assuntos
Adolescente , Criança , Feminino , Humanos , Adulto Jovem , Epitopos de Linfócito B , Glomerulonefrite , Impetigo , Mortalidade , Doenças Negligenciadas , Peptídeos , Faringite , Gestantes , Saúde Pública , Febre Reumática , Cardiopatia Reumática , Streptococcus , Doadores de Tecidos , Vacinas
11.
The Korean Journal of Parasitology ; : 431-437, 2016.
Artigo em Inglês | WPRIM | ID: wpr-13386

RESUMO

The study of antigenic epitopes from Toxoplasma gondii has not only enhanced our understanding of the structure and function of antigens, the reactions between antigens and antibodies, and many other aspects of immunology, but it also plays a significant role in the development of new diagnostic reagents and vaccines. In the present study, T. gondii GRA6 epitopes were identified using bioinformatics tools and a synthetic peptide technique. The potential B cell epitopes of GRA6 predicted by bioinformatics tools concentrated upon 3 regions of GRA6, 1-20 aa, 44-103 aa, and 172-221 aa. Ten shorter peptides from the 3 regions were synthesized and assessed by ELISA using pig sera from different time points after infection. Three of the 10 peptides (amino acids 44-63, 172-191, and 192-211) tested were recognized by all sera and determined to be immunodominant B-cell epitopes of GRA6. The results indicated that we precisely and accurately located the T. gondii GRA6 epitopes using pig sera collected at different time points after infection. The identified epitopes may be very useful for further studies of epitope-based vaccines and diagnostic reagents.


Assuntos
Alergia e Imunologia , Anticorpos , Biologia Computacional , Ensaio de Imunoadsorção Enzimática , Epitopos , Epitopos de Linfócito B , Indicadores e Reagentes , Peptídeos , Toxoplasma , Vacinas
12.
Chinese Journal of Virology ; (6): 665-673, 2015.
Artigo em Chinês | WPRIM | ID: wpr-296231

RESUMO

Dengue virus (DENV) envelope [E] protein is the major surface protein of the virions that indued neutralizing antibodies. The domain III of envelope protein (EDIII) is an immunogenic region that holds potential for the development of vaccines; however, the epitopes of DENV EDIII, especially neutralizing B-cell linear epitopes, have not been comprehensively mapped. We mapped neutralizing B-cell linear epitopes on DENV-1 EDIII using 27 monoclonal antibodies against DENV-1 EDIII proteins from mice immunized with the DENV-1 EDIII. Epitope recognition analysis was performed using two set of sequential overlapping peptides (16m and 12m) that spanned the entire EDIII protein from DENV-1, respectively. This strategy identified a DENV-1 type- specific and a group-specific neutralizing epitope, which were highly conserved among isolates of DENV-1 and the four DENV serotypes and located at two regions from DENV-1 E, namely amino acid residues 309-320 and 381-392(aa 309-320 and 381-392), respectively. aa310 -319(310KEVAETQHGT319)was similar among the four DENV serotypes and contact residues on aa 309 -320 from E protein were defined and found that substitution of residues E309 , V312, A313 and V320 in DENV-2, -3, -4 isolates were antigenically silent. We also identified a DENV-1 type-specific strain-restricted neutralizing epitope, which was located at the region from DENV-1 E, namely amino acid residues 329-348 . These novel type- and group-specific B-cell epitopes of DENV EDIII may aid help us elucidate the dengue pathogenesis and accelerate vaccine design.


Assuntos
Animais , Humanos , Camundongos , Sequência de Aminoácidos , Anticorpos Neutralizantes , Alergia e Imunologia , Dengue , Virologia , Vírus da Dengue , Química , Genética , Alergia e Imunologia , Mapeamento de Epitopos , Epitopos de Linfócito B , Química , Genética , Alergia e Imunologia , Dados de Sequência Molecular , Proteínas do Envelope Viral , Química , Genética , Alergia e Imunologia
13.
Biomedical and Environmental Sciences ; (12): 460-463, 2015.
Artigo em Inglês | WPRIM | ID: wpr-264561

RESUMO

To establish a relation between an protein amino acid sequence and its tendencies to generate antibody response, and to investigate an improved in silico method for linear B-cell epitope (LBE) prediction. We present a sequence-based LBE predictor developed using deep maxout network (DMN) with dropout training techniques. A graphics processing unit (GPU) was used to reduce the training time of the model. A 10-fold cross-validation test on a large, non-redundant and experimentally verified dataset (Lbtope_Fixed_ non_redundant) was performed to evaluate the performance. DMN-LBE achieved an accuracy of 68.33% and an area under the receiver operating characteristic curve (AUC) of 0.743, outperforming other prediction methods in the field. A web server, DMN-LBE, of the improved prediction model has been provided for public free use. We anticipate that DMN-LBE will be beneficial to vaccine development, antibody production, disease diagnosis, and therapy.


Assuntos
Sequência de Aminoácidos , Biologia Computacional , Métodos , Epitopos de Linfócito B , Química , Alergia e Imunologia , Curva ROC
14.
The Korean Journal of Parasitology ; : 403-411, 2015.
Artigo em Inglês | WPRIM | ID: wpr-225157

RESUMO

Plasmodium falciparum can invade all stages of red blood cells, while Plasmodium vivax can invade only reticulocytes. Although many P. vivax proteins have been discovered, their functions are largely unknown. Among them, P. vivax reticulocyte binding proteins (PvRBP1 and PvRBP2) recognize and bind to reticulocytes. Both proteins possess a C-terminal hydrophobic transmembrane domain, which drives adhesion to reticulocytes. PvRBP1 and PvRBP2 are large (> 326 kDa), which hinders identification of the functional domains. In this study, the complete genome information of the P. vivax RBP family was thoroughly analyzed using a prediction server with bioinformatics data to predict B-cell epitope domains. Eleven pvrbp family genes that included 2 pseudogenes and 9 full or partial length genes were selected and used to express recombinant proteins in a wheat germ cell-free system. The expressed proteins were used to evaluate the humoral immune response with vivax malaria patients and healthy individual serum samples by protein microarray. The recombinant fragments of 9 PvRBP proteins were successfully expressed; the soluble proteins ranged in molecular weight from 16 to 34 kDa. Evaluation of the humoral immune response to each recombinant PvRBP protein indicated a high antigenicity, with 38-88% sensitivity and 100% specificity. Of them, N-terminal parts of PvRBP2c (PVX_090325-1) and PvRBP2 like partial A (PVX_090330-1) elicited high antigenicity. In addition, the PvRBP2-like homologue B (PVX_116930) fragment was newly identified as high antigenicity and may be exploited as a potential antigenic candidate among the PvRBP family. The functional activity of the PvRBP family on merozoite invasion remains unknown.


Assuntos
Feminino , Humanos , Pessoa de Meia-Idade , Epitopos de Linfócito B/química , Epitopos Imunodominantes/química , Malária Vivax/imunologia , Plasmodium vivax/química , Estrutura Terciária de Proteína , Proteínas de Protozoários/química , Reticulócitos/parasitologia
15.
Clinical and Experimental Vaccine Research ; : 99-106, 2015.
Artigo em Inglês | WPRIM | ID: wpr-203145

RESUMO

PURPOSE: Staphylococcus aureus is one of the most important causes of nosocomial and community-acquired infections. The increasing incidence of multiple antibiotic-resistant S. aureus strains and the emergence of vancomycin resistant S. aureus strains have placed renewed interest on alternative means of prevention and control of infection. S. aureus produces a variety of virulence factors, so a multi-subunit vaccine will be more successful for preventing S. aureus infections than a mono-subunit vaccine. MATERIALS AND METHODS: We selected three important virulence factors of S. aureus, clumping factor A (ClfA), iron-regulated surface determinant (IsdB), and gamma hemolysin (Hlg) that are potential candidates for vaccine development. We designed synthetic genes encoding the clfA, isdB, and hlg and used bioinformatics tools to predict structure of the synthetic construct and its stabilities. VaxiJen analysis of the protein showed a high antigenicity. Linear and conformational B-cell epitopes were identified. RESULTS: The proteins encoded by these genes were useful as vaccine candidates against S. aureus infections. CONCLUSION: In silico tools are highly suited to study, design, and evaluate vaccine strategies.


Assuntos
Infecções Comunitárias Adquiridas , Biologia Computacional , Simulação por Computador , Epitopos de Linfócito B , Genes Sintéticos , Incidência , Staphylococcus aureus , Vacinas , Vancomicina , Fatores de Virulência
16.
Allergy, Asthma & Immunology Research ; : 376-383, 2015.
Artigo em Inglês | WPRIM | ID: wpr-89603

RESUMO

PURPOSE: Cockroaches are the second leading allergen in Taiwan. Sensitization to Per a 2, the major American cockroach allergen, correlates with clinical severity among patients with airway allergy, but there is limited information on IgE epitopes and tissue localization of Per a 2. This study aimed to identify Per a 2 linear IgE-binding epitopes and its distribution in the body of a cockroach. METHODS: The cDNA of Per a 2 was used as a template and combined with oligonucleotide primers specific to the target areas with appropriate restriction enzyme sites. Eleven overlapping fragments of Per a 2 covering the whole allergen molecule, except 20 residues of signal peptide, were generated by PCR. Mature Per a 2 and overlapping deletion mutants were affinity-purified and assayed for IgE reactivity by immunoblotting. Three synthetic peptides comprising the B cell epitopes were evaluated by direct binding ELISA. Rabbit anti-Per a 2 antibody was used for immunohistochemistry. RESULTS: Human linear IgE-binding epitopes of Per a 2 were located at the amino acid sequences 57-86, 200-211, and 299-309. There was positive IgE binding to 10 tested Per a 2-allergic sera in 3 synthetic peptides, but none in the controls. Immunostaining revealed that Per a 2 was localized partly in the mouth and midgut of the cockroach, with the most intense staining observed in the hindgut, suggesting that the Per a 2 allergen might be excreted through the feces. CONCLUSIONS: Information on the IgE-binding epitope of Per a 2 may be used for designing more specific diagnostic and therapeutic approaches to cockroach allergy.


Assuntos
Humanos , Sequência de Aminoácidos , Baratas , Primers do DNA , DNA Complementar , Ensaio de Imunoadsorção Enzimática , Mapeamento de Epitopos , Epitopos , Epitopos de Linfócito B , Fezes , Hipersensibilidade , Immunoblotting , Imunoglobulina E , Imuno-Histoquímica , Boca , Peptídeos , Periplaneta , Reação em Cadeia da Polimerase , Sinais Direcionadores de Proteínas , Taiwan
17.
Chinese Journal of Virology ; (6): 253-256, 2014.
Artigo em Chinês | WPRIM | ID: wpr-356607

RESUMO

To study the B cell linear epitopes of rabies virus CVS-11 nucleoprotein, peptides were synthesized according to the amino acid sequences of B cell linear epitopes. Linear epitopes predicted by bioinformatics analysis were evaluated with immunological techniques. Indirect enzyme-linked immunosorbent assay showed that titers of antibodies to peptides (355-369 and 385-400 residues of rabies virus CVS-11 nucleoprotein) were above 1:12 800 in mouse sera. The antibodies recognized denatured rabies virus CVS-11 nucleoprotein in Western blot analysis. Purified anti-peptide antibodies recognized natural rabies virus CVS-11 nucleoprotein in BHK-21 cells in indirect fluorescent antibody test. The 355-369 and 385-400 residues of rabies virus CVS-11 nucleoprotein were validated as B cell linear epitopes.


Assuntos
Animais , Feminino , Humanos , Masculino , Camundongos , Sequência de Aminoácidos , Anticorpos Antivirais , Alergia e Imunologia , Mapeamento de Epitopos , Epitopos de Linfócito B , Química , Genética , Alergia e Imunologia , Camundongos Endogâmicos BALB C , Dados de Sequência Molecular , Nucleoproteínas , Química , Genética , Alergia e Imunologia , Raiva , Alergia e Imunologia , Virologia , Vírus da Raiva , Química , Genética , Alergia e Imunologia
18.
Allergy, Asthma & Immunology Research ; : 325-332, 2014.
Artigo em Inglês | WPRIM | ID: wpr-132504

RESUMO

PURPOSE: Cockroach (CR) is a common source of indoor allergens, and Per a 1 is a major American CR (Periplaneta americana) allergen; however, several attributes of this protein remain unknown. This study identifies a novel specific B cell epitope and anatomical locations of Per a 1.0105. METHODS: Recombinant Per a 1.0105 (rPer a 1.0105) was used as BALB/c mouse immunogen for the production of monoclonal antibodies (MAb). The MAb specific B cell epitope was identified by determining phage mimotopic peptides and pair-wise alignment of the peptides with the rPer a 1.0105 amino acid sequence. Locations of the Per a 1.0105 in P. americana were investigated by immunohistochemical staining. RESULTS: The rPer a 1.0105 (~13 kDa) had 100%, 98% and > or =90% identity to Per a 1.0105, Per a 1.0101, and Cr-PII, respectively. The B-cell epitope of the Per a 1.0105 specific-MAb was located at residues99 QDLLLQLRDKGV110 contained in all 5 Per a 1.01 isoforms and Per a 1.02. The epitope was analogous to the Bla g 1.02 epitope; however, this B-cell epitope was not an IgE inducer. Per a 1.0105 was found in the midgut and intestinal content of American CR but not in the other organs. The amount of the Per a 1 was ~544 degrees Cg per gram of feces. CONCLUSIONS: The novel Per a 1 B-cell epitope described in this study is a useful target for allergen quantification in samples; however, the specific MAb can be used as an allergen detection reagent. The MAb based-affinity resin can be made for allergen purification, and the so-purified protein can serve as a standard and diagnostic allergen as well as a therapeutic vaccine component. The finding that the Per a 1 is contained in the midgut and feces is useful to increase yield and purity when preparing this allergen.


Assuntos
Animais , Camundongos , Alérgenos , Sequência de Aminoácidos , Anticorpos Monoclonais , Bacteriófagos , Baratas , Epitopos de Linfócito B , Fezes , Conteúdo Gastrointestinal , Hibridomas , Imunoglobulina E , Peptídeos , Periplaneta , Isoformas de Proteínas
19.
Allergy, Asthma & Immunology Research ; : 325-332, 2014.
Artigo em Inglês | WPRIM | ID: wpr-132501

RESUMO

PURPOSE: Cockroach (CR) is a common source of indoor allergens, and Per a 1 is a major American CR (Periplaneta americana) allergen; however, several attributes of this protein remain unknown. This study identifies a novel specific B cell epitope and anatomical locations of Per a 1.0105. METHODS: Recombinant Per a 1.0105 (rPer a 1.0105) was used as BALB/c mouse immunogen for the production of monoclonal antibodies (MAb). The MAb specific B cell epitope was identified by determining phage mimotopic peptides and pair-wise alignment of the peptides with the rPer a 1.0105 amino acid sequence. Locations of the Per a 1.0105 in P. americana were investigated by immunohistochemical staining. RESULTS: The rPer a 1.0105 (~13 kDa) had 100%, 98% and > or =90% identity to Per a 1.0105, Per a 1.0101, and Cr-PII, respectively. The B-cell epitope of the Per a 1.0105 specific-MAb was located at residues99 QDLLLQLRDKGV110 contained in all 5 Per a 1.01 isoforms and Per a 1.02. The epitope was analogous to the Bla g 1.02 epitope; however, this B-cell epitope was not an IgE inducer. Per a 1.0105 was found in the midgut and intestinal content of American CR but not in the other organs. The amount of the Per a 1 was ~544 degrees Cg per gram of feces. CONCLUSIONS: The novel Per a 1 B-cell epitope described in this study is a useful target for allergen quantification in samples; however, the specific MAb can be used as an allergen detection reagent. The MAb based-affinity resin can be made for allergen purification, and the so-purified protein can serve as a standard and diagnostic allergen as well as a therapeutic vaccine component. The finding that the Per a 1 is contained in the midgut and feces is useful to increase yield and purity when preparing this allergen.


Assuntos
Animais , Camundongos , Alérgenos , Sequência de Aminoácidos , Anticorpos Monoclonais , Bacteriófagos , Baratas , Epitopos de Linfócito B , Fezes , Conteúdo Gastrointestinal , Hibridomas , Imunoglobulina E , Peptídeos , Periplaneta , Isoformas de Proteínas
20.
Journal of Southern Medical University ; (12): 253-257, 2013.
Artigo em Chinês | WPRIM | ID: wpr-322070

RESUMO

<p><b>OBJECTIVE</b>To predict and identify B-cell linear epitopes of hepatitis B e antigen (HBeAg).</p><p><b>METHODS</b>The B-cell linear epitopes of HBeAg were predicted using the software provided by NCBI Database and Immune Epitope Database (IEDB) and synthesized by a solid-phase method followed by conjugation with keyhole limpet hemocyanin (KLH). The KLH conjugates were used for immunization of New Zealand white rabbits, and the immune response of the rabbits was monitored by direct ELISA using a bovine serum albumin conjugate of the predicted epitopes. RESULTS Four new B-cell linear epitopes of HBeAg were identified, namely (1)MDIDPYKEFG(10), (37)LYREALESPEHCSP(50), (74)SNLEDPAS(81) and (127)RTPPAYRPPNAPIL(140). The rabbits immunized with the KLH conjugate showed an antibody titer over 1:512 000. The antisera of B-cell linear epitopes collected could specifically react with HBeAg as shown by ELISA.</p><p><b>CONCLUSION</b>Four B-cell linear epitopes of HBeAg have been confirmed using bioinformatics methods, which provides new evidence for further functional studies of HBeAg in hepatitis B.</p>


Assuntos
Animais , Coelhos , Biologia Computacional , Epitopos de Linfócito B , Alergia e Imunologia , Antígenos E da Hepatite B , Alergia e Imunologia , Vírus da Hepatite B , Alergia e Imunologia
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