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1.
Proc Natl Acad Sci U S A ; 121(24): e2316401121, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38838016

ABSTRACT

The accurate prediction of binding between T cell receptors (TCR) and their cognate epitopes is key to understanding the adaptive immune response and developing immunotherapies. Current methods face two significant limitations: the shortage of comprehensive high-quality data and the bias introduced by the selection of the negative training data commonly used in the supervised learning approaches. We propose a method, Transformer-based Unsupervised Language model for Interacting Peptides and T cell receptors (TULIP), that addresses both limitations by leveraging incomplete data and unsupervised learning and using the transformer architecture of language models. Our model is flexible and integrates all possible data sources, regardless of their quality or completeness. We demonstrate the existence of a bias introduced by the sampling procedure used in previous supervised approaches, emphasizing the need for an unsupervised approach. TULIP recognizes the specific TCRs binding an epitope, performing well on unseen epitopes. Our model outperforms state-of-the-art models and offers a promising direction for the development of more accurate TCR epitope recognition models.


Subject(s)
Peptides , Receptors, Antigen, T-Cell , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Peptides/immunology , Peptides/chemistry , Peptides/metabolism , Humans , Epitopes/immunology , Protein Binding , Epitopes, T-Lymphocyte/immunology , Unsupervised Machine Learning
2.
Front Immunol ; 15: 1356314, 2024.
Article in English | MEDLINE | ID: mdl-38840924

ABSTRACT

Introduction: Outbreaks of coronaviruses and especially the recent COVID-19 pandemic emphasize the importance of immunological research in this area to mitigate the effect of future incidents. Bioinformatics approaches are capable of providing multisided insights from virus sequencing data, although currently available software options are not entirely suitable for a specific task of mutation surveillance within immunogenic epitopes of SARS-CoV-2. Method: Here, we describe the development of a mutation tracker, EpitopeScan, a Python3 package with command line and graphical user interface tools facilitating the investigation of the mutation dynamics in SARS-CoV-2 epitopes via analysis of multiple-sequence alignments of genomes over time. We provide an application case by examining three Spike protein-derived immunodominant CD4+ T-cell epitopes restricted by HLA-DRB1*04:01, an allele strongly associated with susceptibility to rheumatoid arthritis (RA). Mutations in these peptides are relevant for immune monitoring of CD4+ T-cell responses against SARS-CoV-2 spike protein in patients with RA. The analysis focused on 2.3 million SARS-CoV-2 genomes sampled in England. Results: We detail cases of epitope conservation over time, partial loss of conservation, and complete divergence from the wild type following the emergence of the N969K Omicron-specific mutation in November 2021. The wild type and the mutated peptide represent potential candidates to monitor variant-specific CD4+ T-cell responses. EpitopeScan is available via GitHub repository https://github.com/Aleksandr-biochem/EpitopeScan.


Subject(s)
COVID-19 , Epitopes, T-Lymphocyte , Mutation , SARS-CoV-2 , Software , Spike Glycoprotein, Coronavirus , SARS-CoV-2/immunology , SARS-CoV-2/genetics , Humans , COVID-19/immunology , COVID-19/genetics , COVID-19/virology , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/genetics , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/genetics , CD4-Positive T-Lymphocytes/immunology , Computational Biology/methods , Immunodominant Epitopes/immunology , Immunodominant Epitopes/genetics , Arthritis, Rheumatoid/immunology , Arthritis, Rheumatoid/genetics , HLA-DRB1 Chains/genetics , HLA-DRB1 Chains/immunology
3.
Cancer Immunol Immunother ; 73(8): 150, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38832948

ABSTRACT

Hotspot driver mutations presented by human leukocyte antigens might be recognized by anti-tumor T cells. Based on their advantages of tumor-specificity and immunogenicity, neoantigens derived from hotspot mutations, such as PIK3CAH1047L, may serve as emerging targets for cancer immunotherapies. NetMHCpan V4.1 was utilized for predicting neoepitopes of PIK3CA hotspot mutation. Using in vitro stimulation, antigen-specific T cells targeting the HLA-A*11:01-restricted PIK3CA mutation were isolated from healthy donor-derived peripheral blood mononuclear cells. T cell receptors (TCRs) were cloned using single-cell PCR and sequencing. Their functionality was assessed through T cell activation markers, cytokine production and cytotoxic response to cancer cell lines pulsed with peptides or transduced genes of mutant PIK3CA. Immunogenic mutant antigens from PIK3CA and their corresponding CD8+ T cells were identified. These PIK3CA mutation-specific CD8+ T cells were subsequently enriched, and their TCRs were isolated. The TCR clones exhibited mutation-specific and HLA-restricted reactivity, demonstrating varying degrees of functional avidity. Identified TCR genes were transferred into CD8+ Jurkat cells and primary T cells deficient of endogenous TCRs. TCR-expressing cells demonstrated specific recognition and reactivity against the PIK3CAH1047L peptide presented by HLA-A*11:01-expressing K562 cells. Furthermore, mutation-specific TCR-T cells demonstrated an elevation in cytokine production and profound cytotoxic effects against HLA-A*11:01+ malignant cell lines harboring PIK3CAH1047L. Our data demonstrate the immunogenicity of an HLA-A*11:01-restricted PIK3CA hotspot mutation and its targeting therapeutic potential, together with promising candidates of TCR-T cell therapy.


Subject(s)
Class I Phosphatidylinositol 3-Kinases , Mutation , Neoplasms , Receptors, Antigen, T-Cell , Humans , Class I Phosphatidylinositol 3-Kinases/genetics , Class I Phosphatidylinositol 3-Kinases/immunology , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/genetics , Neoplasms/immunology , Neoplasms/therapy , Neoplasms/genetics , Immunotherapy/methods , HLA-A11 Antigen/genetics , HLA-A11 Antigen/immunology , CD8-Positive T-Lymphocytes/immunology , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/genetics , Antigens, Neoplasm/immunology , Antigens, Neoplasm/genetics , Cell Line, Tumor
4.
Food Res Int ; 186: 114348, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38729721

ABSTRACT

During production of soy-based infant formula, soy protein undergoes heating processes. This study investigated the differential impact of heating modes on the immunogenic potential of peptides in soy protein digests. Wet or dry heating was applied, followed by in vitro gastrointestinal infant digestion. The released peptides were analyzed by LC-MS/MS. Bioinformatics tools were utilized to predict and identify potential linear B-cell and T-cell epitopes, as well as to explore cross-reactivity with other legumes. Subsequently, the peptide intensities of the same potential epitope across different experimental conditions were compared. As a result, we confirmed the previously observed enhancing effect of wet heating on infant digestion and inhibitory effect of dry heating. A total of 8,546 peptides were detected in the digests, and 6,684 peptides were with a score over 80. Among them, 29 potential T-cell epitopes and 27 potential B-cell epitopes were predicted. Cross-reactivity between soy and other legumes, including peanut, pea, chickpea, lentil, kidney bean, and lupine, was also detected. Overall, heating and digestion time could modulate the potential to trigger peptide-induced immune responses.


Subject(s)
Digestion , Hot Temperature , Peptides , Soybean Proteins , Tandem Mass Spectrometry , Humans , Soybean Proteins/immunology , Soybean Proteins/chemistry , Peptides/immunology , Peptides/chemistry , Infant , Infant Formula/chemistry , Epitopes, T-Lymphocyte/immunology , Epitopes, B-Lymphocyte/immunology , Cross Reactions , Heating , Chromatography, Liquid
5.
BMC Infect Dis ; 24(1): 476, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714948

ABSTRACT

Severe fever with thrombocytopenia syndrome (SFTS) is an emerging tick-borne viral disease caused by the SFTS virus (Dabie bandavirus), which has become a substantial risk to public health. No specific treatment is available now, that calls for an effective vaccine. Given this, we aimed to develop a multi-epitope DNA vaccine through the help of bioinformatics. The final DNA vaccine was inserted into a special plasmid vector pVAX1, consisting of CD8+ T cell epitopes, CD4+ T cell epitopes and B cell epitopes (six epitopes each) screened from four genome-encoded proteins--nuclear protein (NP), glycoprotein (GP), RNA-dependent RNA polymerase (RdRp), as well as nonstructural protein (NSs). To ascertain if the predicted structure would be stable and successful in preventing infection, an immunological simulation was run on it. In conclusion, we designed a multi-epitope DNA vaccine that is expected to be effective against Dabie bandavirus, but in vivo trials are needed to verify this claim.


Subject(s)
Epitopes, T-Lymphocyte , Phlebovirus , Severe Fever with Thrombocytopenia Syndrome , Vaccines, DNA , Viral Vaccines , Vaccines, DNA/immunology , Vaccines, DNA/genetics , Phlebovirus/immunology , Phlebovirus/genetics , Severe Fever with Thrombocytopenia Syndrome/prevention & control , Severe Fever with Thrombocytopenia Syndrome/immunology , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/genetics , Viral Vaccines/immunology , Viral Vaccines/genetics , Humans , Computer-Aided Design , Epitopes, B-Lymphocyte/immunology , Epitopes, B-Lymphocyte/genetics , Animals , Computational Biology
6.
Elife ; 122024 May 08.
Article in English | MEDLINE | ID: mdl-38716629

ABSTRACT

SARS-CoV-2 vaccines have been used worldwide to combat COVID-19 pandemic. To elucidate the factors that determine the longevity of spike (S)-specific antibodies, we traced the characteristics of S-specific T cell clonotypes together with their epitopes and anti-S antibody titers before and after BNT162b2 vaccination over time. T cell receptor (TCR) αß sequences and mRNA expression of the S-responded T cells were investigated using single-cell TCR- and RNA-sequencing. Highly expanded 199 TCR clonotypes upon stimulation with S peptide pools were reconstituted into a reporter T cell line for the determination of epitopes and restricting HLAs. Among them, we could determine 78 S epitopes, most of which were conserved in variants of concern (VOCs). After the 2nd vaccination, T cell clonotypes highly responsive to recall S stimulation were polarized to follicular helper T (Tfh)-like cells in donors exhibiting sustained anti-S antibody titers (designated as 'sustainers'), but not in 'decliners'. Even before vaccination, S-reactive CD4+ T cell clonotypes did exist, most of which cross-reacted with environmental or symbiotic microbes. However, these clonotypes contracted after vaccination. Conversely, S-reactive clonotypes dominated after vaccination were undetectable in pre-vaccinated T cell pool, suggesting that highly responding S-reactive T cells were established by vaccination from rare clonotypes. These results suggest that de novo acquisition of memory Tfh-like cells upon vaccination may contribute to the longevity of anti-S antibody titers.


Subject(s)
Antibodies, Viral , BNT162 Vaccine , COVID-19 Vaccines , COVID-19 , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , Vaccination , Humans , Antibodies, Viral/immunology , Antibodies, Viral/blood , Spike Glycoprotein, Coronavirus/immunology , SARS-CoV-2/immunology , COVID-19/immunology , COVID-19/prevention & control , BNT162 Vaccine/immunology , BNT162 Vaccine/administration & dosage , COVID-19 Vaccines/immunology , COVID-19 Vaccines/administration & dosage , Female , Male , Epitopes, T-Lymphocyte/immunology , Adult , T-Lymphocytes, Helper-Inducer/immunology , Middle Aged
7.
Front Immunol ; 15: 1380732, 2024.
Article in English | MEDLINE | ID: mdl-38690283

ABSTRACT

Haemophilus parainfluenzae is a Gram-negative opportunist pathogen within the mucus of the nose and mouth without significant symptoms and has an ability to cause various infections ranging from ear, eye, and sinus to pneumonia. A concerning development is the increasing resistance of H. parainfluenzae to beta-lactam antibiotics, with the potential to cause dental infections or abscesses. The principal objective of this investigation is to utilize bioinformatics and immuno-informatic methodologies in the development of a candidate multi-epitope Vaccine. The investigation focuses on identifying potential epitopes for both B cells (B lymphocytes) and T cells (helper T lymphocytes and cytotoxic T lymphocytes) based on high non-toxic and non-allergenic characteristics. The selection process involves identifying human leukocyte antigen alleles demonstrating strong associations with recognized antigenic and overlapping epitopes. Notably, the chosen alleles aim to provide coverage for 90% of the global population. Multi-epitope constructs were designed by using suitable linker sequences. To enhance the immunological potential, an adjuvant sequence was incorporated using the EAAAK linker. The final vaccine construct, comprising 344 amino acids, was achieved after the addition of adjuvants and linkers. This multi-epitope Vaccine demonstrates notable antigenicity and possesses favorable physiochemical characteristics. The three-dimensional conformation underwent modeling and refinement, validated through in-silico methods. Additionally, a protein-protein molecular docking analysis was conducted to predict effective binding poses between the multi-epitope Vaccine and the Toll-like receptor 4 protein. The Molecular Dynamics (MD) investigation of the docked TLR4-vaccine complex demonstrated consistent stability over the simulation period, primarily attributed to electrostatic energy. The docked complex displayed minimal deformation and enhanced rigidity in the motion of residues during the dynamic simulation. Furthermore, codon translational optimization and computational cloning was performed to ensure the reliability and proper expression of the multi-Epitope Vaccine. It is crucial to emphasize that despite these computational validations, experimental research in the laboratory is imperative to demonstrate the immunogenicity and protective efficacy of the developed vaccine. This would involve practical assessments to ascertain the real-world effectiveness of the multi-epitope Vaccine.


Subject(s)
Computational Biology , Epitopes, B-Lymphocyte , Epitopes, T-Lymphocyte , Humans , Epitopes, T-Lymphocyte/immunology , Computational Biology/methods , Epitopes, B-Lymphocyte/immunology , Molecular Docking Simulation , Haemophilus Infections/prevention & control , Haemophilus Infections/immunology , Toll-Like Receptor 4/immunology , Toll-Like Receptor 4/metabolism , Toll-Like Receptor 4/chemistry , Vaccine Development
8.
Brief Bioinform ; 25(3)2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38711371

ABSTRACT

T-cell receptor (TCR) recognition of antigens is fundamental to the adaptive immune response. With the expansion of experimental techniques, a substantial database of matched TCR-antigen pairs has emerged, presenting opportunities for computational prediction models. However, accurately forecasting the binding affinities of unseen antigen-TCR pairs remains a major challenge. Here, we present convolutional-self-attention TCR (CATCR), a novel framework tailored to enhance the prediction of epitope and TCR interactions. Our approach utilizes convolutional neural networks to extract peptide features from residue contact matrices, as generated by OpenFold, and a transformer to encode segment-based coded sequences. We introduce CATCR-D, a discriminator that can assess binding by analyzing the structural and sequence features of epitopes and CDR3-ß regions. Additionally, the framework comprises CATCR-G, a generative module designed for CDR3-ß sequences, which applies the pretrained encoder to deduce epitope characteristics and a transformer decoder for predicting matching CDR3-ß sequences. CATCR-D achieved an AUROC of 0.89 on previously unseen epitope-TCR pairs and outperformed four benchmark models by a margin of 17.4%. CATCR-G has demonstrated high precision, recall and F1 scores, surpassing 95% in bidirectional encoder representations from transformers score assessments. Our results indicate that CATCR is an effective tool for predicting unseen epitope-TCR interactions. Incorporating structural insights enhances our understanding of the general rules governing TCR-epitope recognition significantly. The ability to predict TCRs for novel epitopes using structural and sequence information is promising, and broadening the repository of experimental TCR-epitope data could further improve the precision of epitope-TCR binding predictions.


Subject(s)
Receptors, Antigen, T-Cell , Receptors, Antigen, T-Cell/chemistry , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Receptors, Antigen, T-Cell/genetics , Humans , Epitopes/chemistry , Epitopes/immunology , Computational Biology/methods , Neural Networks, Computer , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/chemistry , Antigens/chemistry , Antigens/immunology , Amino Acid Sequence
9.
BMC Immunol ; 25(1): 27, 2024 May 05.
Article in English | MEDLINE | ID: mdl-38706005

ABSTRACT

BACKGROUND: Due to antibiotic resistance, the Klebsiella genus is linked to morbidity and death, necessitating the development of a universally protective vaccine against Klebsiella pathogens. METHODS: Core sequence analysis prioritized non-redundant host molecules and expected lipid bilayer peptides from fully sequenced Klebsiella genomes. These proteins were refined to identify epitopes, examining their immunogenicity, toxicity, solubility, and interaction with MHC alleles. Epitopes were linked to CPG ODN C274 via EAAAK, HEYGAEALERAG, and GGGS linkers to enhance immunological responses. The vaccine's tertiary structure was modelled and docked with MHC-I and MHC-II. RESULTS: Fifty-five proteins were recognized in the Vaxign collection as having remarkable features. Twenty-three proteins with potential pathogenicity were then identified. Eight options for vaccines emerged after the immunogenicity of proteins was examined. The best antigens were three proteins: MrkD, Iron-regulated lipid membrane polypeptides, and RmpA. These compounds were selected for their sensitivity. The structural protein sequences of K. pneumoniae were utilized to identify seven CTL epitopes, seven HTL epitopes, and seven LBL epitopes, respectively. The produced immunization displayed a stable contact with the receptors, based on molecular dynamic simulations lasting 250 nanoseconds. Intermolecular binding free energies also indicated the dominance of the van der Waals and electrostatic energies. CONCLUSION: In summary, the results of this study might help scientists develop a novel vaccine to prevent K. pneumoniae infections.


Subject(s)
Bacterial Vaccines , Klebsiella Infections , Klebsiella pneumoniae , Klebsiella pneumoniae/immunology , Bacterial Vaccines/immunology , Klebsiella Infections/immunology , Klebsiella Infections/prevention & control , Animals , Epitopes, T-Lymphocyte/immunology , Mice , Humans , Molecular Dynamics Simulation , Antigens, Bacterial/immunology , Oligodeoxyribonucleotides/immunology , Epitopes/immunology , Molecular Docking Simulation
10.
Diabetes Metab Res Rev ; 40(4): e3811, 2024 May.
Article in English | MEDLINE | ID: mdl-38751148

ABSTRACT

AIMS: Individuals with type 1 diabetes (T1D) do not appear to have an elevated risk of severe Coronavirus Disease 19 (COVID-19). Pre-existing immune reactivity to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in unexposed individuals may serve as a protective factor. Hence, our study was designed to evaluate the existence of T cells with reactivity against SARS-CoV-2 antigens in unexposed patients with T1D. MATERIALS AND METHODS: Peripheral blood mononuclear cells (PBMCs) were collected from SARS-CoV-2 unexposed patients with T1D and healthy control subjects. SARS-CoV-2 specific T cells were identified in PBMCs by ex-vivo interferon (IFN)γ-ELISpot and flow cytometric assays. The epitope specificity of T cells in T1D was inferred through T Cell Receptor sequencing and GLIPH2 clustering analysis. RESULTS: T1D patients unexposed to SARS-CoV-2 exhibited higher rates of virus-specific T cells than controls. The T cells primarily responded to peptides from the ORF7/8, ORF3a, and nucleocapsid proteins. Nucleocapsid peptides predominantly indicated a CD4+ response, whereas ORF3a and ORF7/8 peptides elicited both CD4+ and CD8+ responses. The GLIPH2 clustering analysis of TCRß sequences suggested that TCRß clusters, associated with the autoantigens proinsulin and Zinc transporter 8 (ZnT-8), might share specificity towards ORF7b and ORF3a viral epitopes. Notably, PBMCs from three T1D patients exhibited T cell reactivity against both ORF7b/ORF3a viral epitopes and proinsulin/ZnT-8 autoantigens. CONCLUSIONS: The increased frequency of SAR-CoV-2- reactive T cells in T1D patients might protect against severe COVID-19 and overt infections. These results emphasise the long-standing association between viral infections and T1D.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 1 , SARS-CoV-2 , Humans , Diabetes Mellitus, Type 1/immunology , SARS-CoV-2/immunology , COVID-19/immunology , Male , Female , Adult , T-Lymphocytes/immunology , Middle Aged , Case-Control Studies , Epitopes, T-Lymphocyte/immunology , Young Adult
11.
Cell Immunol ; 399-400: 104827, 2024.
Article in English | MEDLINE | ID: mdl-38733699

ABSTRACT

The need to contrive interventions to curb the rise in cancer incidence and mortality is critical for improving patients' prognoses. Adoptive cell therapy is challenged with quality large-scale production, heightening its production cost. Several cancer types have been associated with the expression of highly-immunogenic CTAG1 and CTAG2 antigens, which share common epitopes. Targeting two antigens on the same cancer could improve the antitumor response of TCR-T cells. In this study, we exploited an efficient way to generate large-fold quality TCR-T cells and also demonstrated that the common epitopes of CTAG1 and CTAG2 antigens provide an avenue for improved cancer-killing via dual-antigen-epitope targeting. Our study revealed that xeno/sera-free medium could expand TCR-T cells to over 500-fold, posing as a better replacement for FBS-supplemented media. Human AB serum was also shown to be a good alternative in the absence of xeno/sera-free media. Furthermore, TCR-T cells stimulated with beads-coated T-activator showed a better effector function than soluble T-activator stimulated TCR-T cells. Additionally, TCR-T cells that target multiple antigens in the same cancer yield better anticancer activity than those targeting a single antigen. This showed that targeting multiple antigens with a common epitope may enhance the antitumor response efficacy of T cell therapies.


Subject(s)
Antigens, Neoplasm , Immunotherapy, Adoptive , Receptors, Antigen, T-Cell , Antigens, Neoplasm/immunology , Humans , Immunotherapy, Adoptive/methods , Receptors, Antigen, T-Cell/immunology , Animals , Epitopes, T-Lymphocyte/immunology , Neoplasms/immunology , Neoplasms/therapy , Mice , Cell Line, Tumor , T-Lymphocytes/immunology , Epitopes/immunology
12.
PLoS One ; 19(5): e0300778, 2024.
Article in English | MEDLINE | ID: mdl-38758816

ABSTRACT

Mpox (formerly known as monkeypox) virus and some related poxviruses including smallpox virus pose a significant threat to public health, and effective prevention and treatment strategies are needed. This study utilized a reverse vaccinology approach to retrieve conserved epitopes for monkeypox virus and construct a vaccine that could provide cross-protection against related viruses with similar antigenic properties. The selected virulent proteins of monkeypox virus, MPXVgp165, and Virion core protein P4a, were subjected to epitope mapping for vaccine construction. Two vaccines were constructed using selected T cell epitopes and B cell epitopes with PADRE and human beta-defensins adjuvants conjugated in the vaccine sequence. Both constructs were found to be highly antigenic, non-allergenic, nontoxic, and soluble, suggesting their potential to generate an adequate immune response and be safe for humans. Vaccine construct 1 was selected for molecular dynamic simulation studies. The simulation studies revealed that the TLR8-vaccine complex was more stable than the TLR3-vaccine complex. The lower RMSD and RMSF values of the TLR8 bound vaccine compared to the TLR3 bound vaccine suggested better stability and consistency of hydrogen bonds. The Rg values of the vaccine chain bound to TLR8 indicated overall stability, whereas the vaccine chain bound to TLR3 showed deviations throughout the simulation. These results suggest that the constructed vaccine could be a potential preventive measure against monkeypox and related viruses however, further experimental validation is required to confirm these findings.


Subject(s)
Molecular Dynamics Simulation , Monkeypox virus , Humans , Monkeypox virus/immunology , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/chemistry , Epitopes, B-Lymphocyte/immunology , Epitopes, B-Lymphocyte/chemistry , Computer Simulation , Poxviridae/immunology , Viral Vaccines/immunology , Epitope Mapping , Mpox (monkeypox)/prevention & control , Mpox (monkeypox)/immunology , Animals , Toll-Like Receptor 8/immunology
13.
Front Immunol ; 15: 1357731, 2024.
Article in English | MEDLINE | ID: mdl-38784379

ABSTRACT

Long-term immunity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires the identification of T-cell epitopes affecting host immunogenicity. In this computational study, we explored the CD8+ epitope diversity estimated in 27 of the most common HLA-A and HLA-B alleles, representing most of the United States population. Analysis of 16 SARS-CoV-2 variants [B.1, Alpha (B.1.1.7), five Delta (AY.100, AY.25, AY.3, AY.3.1, AY.44), and nine Omicron (BA.1, BA.1.1, BA.2, BA.4, BA.5, BQ.1, BQ.1.1, XBB.1, XBB.1.5)] in analyzed MHC class I alleles revealed that SARS-CoV-2 CD8+ epitope conservation was estimated at 87.6%-96.5% in spike (S), 92.5%-99.6% in membrane (M), and 94.6%-99% in nucleocapsid (N). As the virus mutated, an increasing proportion of S epitopes experienced reduced predicted binding affinity: 70% of Omicron BQ.1-XBB.1.5 S epitopes experienced decreased predicted binding, as compared with ~3% and ~15% in the earlier strains Delta AY.100-AY.44 and Omicron BA.1-BA.5, respectively. Additionally, we identified several novel candidate HLA alleles that may be more susceptible to severe disease, notably HLA-A*32:01, HLA-A*26:01, and HLA-B*53:01, and relatively protected from disease, such as HLA-A*31:01, HLA-B*40:01, HLA-B*44:03, and HLA-B*57:01. Our findings support the hypothesis that viral genetic variation affecting CD8 T-cell epitope immunogenicity contributes to determining the clinical severity of acute COVID-19. Achieving long-term COVID-19 immunity will require an understanding of the relationship between T cells, SARS-CoV-2 variants, and host MHC class I genetics. This project is one of the first to explore the SARS-CoV-2 CD8+ epitope diversity that putatively impacts much of the United States population.


Subject(s)
COVID-19 , Computational Biology , Epitopes, T-Lymphocyte , SARS-CoV-2 , Humans , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/genetics , SARS-CoV-2/immunology , SARS-CoV-2/genetics , COVID-19/immunology , COVID-19/virology , United States/epidemiology , Computational Biology/methods , CD8-Positive T-Lymphocytes/immunology , HLA-B Antigens/genetics , HLA-B Antigens/immunology , Alleles , HLA-A Antigens/genetics , HLA-A Antigens/immunology , Severity of Illness Index , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/genetics
14.
Open Vet J ; 14(4): 1019-1028, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38808294

ABSTRACT

Background: Canine distemper (CD) is a worldwide spread disease that has been described in 12 families of mammals, especially in the Carnivora order, being better studied in domestic canines where vaccination represents the best means of control. CD is controlled by vaccination, but many cases of the disease still occur in vaccinated animals. Aim: The aim of this work was to study antigen-specific epitopes that can subsidize the development of a new vaccine approach. Methods: Mapping of T cell reactive epitopes for CD virus (CDV) was carried out through enzyme-linked immunospot assays using 119 overlapped synthetic peptides from the viral hemagglutinin protein, grouped in 22 pools forming a matrix to test the immune response of 32 animals. Results: Evaluations using the criteria established to identify reactive pools, demonstrated that 26 animals presented at least one reactive pool, that one pool was not reactive to any animal, and six pools were the most frequent among the reactive peptides. The crisscrossing of the most reactive pools in the matrix revealed nine peptides considered potential candidate epitopes for T cell stimulation against the CDV and those were used to design an in-silico protein, containing also predicted epitopes for B cell stimulation, and further analyzed using immune epitope databases to ensure protein quality and stability. Conclusion: The final in silico optimized protein presents characteristics that qualify it to be used to develop a new prototype epitope-based anti-CDV vaccine.


Subject(s)
Distemper Virus, Canine , Distemper , Epitope Mapping , Viral Vaccines , Distemper Virus, Canine/immunology , Animals , Distemper/prevention & control , Distemper/immunology , Dogs , Viral Vaccines/immunology , Epitopes, T-Lymphocyte/immunology , Enzyme-Linked Immunospot Assay/veterinary
15.
Front Biosci (Landmark Ed) ; 29(5): 196, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38812300

ABSTRACT

BACKGROUND: Developing a novel COVID-19 multi-epitope vaccine (CoVMEV) is essential to containing the SARS-CoV-2 pandemic. METHODS: The virus's immunodominant B and T cell epitopes from the S protein were found and joined to create the CoVMEV. Bioinformatics techniques were used to investigate the secondary and tertiary structures, as well as the physical and chemical properties of CoVMEV. RESULTS: CoVMEV exhibited high antigenicity and immunogenicity scores, together with good water solubility and stability. Toll-like receptor 2 (TLR2) and toll-like receptor4 (TLR4), which are critical in triggering immunological responses, were also strongly favoured by CoVMEV. Molecular dynamics simulation and immune stimulation studies revealed that CoVMEV effectively activated T and B lymphocytes, and increased the number of active CD8+ T cells than similar vaccines. CONCLUSION: CoVMEV holds promise as a potential vaccine candidate for COVID-19, given its robust immunogenicity, stability, antigenicity, and capacity to stimulate a strong immune response. This study presents a significant design concept for the development of peptidyl vaccines targeting SARS-CoV-2. Further investigation and clinical trials will be crucial in assessing the efficacy and safety of CoVMEV as a potential vaccine for COVID-19.


Subject(s)
COVID-19 Vaccines , COVID-19 , Computational Biology , Epitopes, B-Lymphocyte , Epitopes, T-Lymphocyte , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , COVID-19 Vaccines/immunology , Humans , Spike Glycoprotein, Coronavirus/immunology , Spike Glycoprotein, Coronavirus/chemistry , SARS-CoV-2/immunology , Epitopes, T-Lymphocyte/immunology , COVID-19/prevention & control , COVID-19/immunology , Epitopes, B-Lymphocyte/immunology , Computational Biology/methods , Molecular Dynamics Simulation , Toll-Like Receptor 2/immunology , Toll-Like Receptor 4/immunology , Immunogenicity, Vaccine , CD8-Positive T-Lymphocytes/immunology , Immunoinformatics
16.
Sci Rep ; 14(1): 10842, 2024 05 12.
Article in English | MEDLINE | ID: mdl-38735993

ABSTRACT

Yellow fever outbreaks are prevalent, particularly in endemic regions. Given the lack of an established treatment for this disease, significant attention has been directed toward managing this arbovirus. In response, we developed a multiepitope vaccine designed to elicit an immune response, utilizing advanced immunoinformatic and molecular modeling techniques. To achieve this, we predicted B- and T-cell epitopes using the sequences from all structural (E, prM, and C) and nonstructural proteins of 196 YFV strains. Through comprehensive analysis, we identified 10 cytotoxic T-lymphocyte (CTL) and 5T-helper (Th) epitopes that exhibited overlap with B-lymphocyte epitopes. These epitopes were further evaluated for their affinity to a wide range of human leukocyte antigen system alleles and were rigorously tested for antigenicity, immunogenicity, allergenicity, toxicity, and conservation. These epitopes were linked to an adjuvant ( ß -defensin) and to each other using ligands, resulting in a vaccine sequence with appropriate physicochemical properties. The 3D structure of this sequence was created, improved, and quality checked; then it was anchored to the Toll-like receptor. Molecular Dynamics and Quantum Mechanics/Molecular Mechanics simulations were employed to enhance the accuracy of docking calculations, with the QM portion of the simulations carried out utilizing the density functional theory formalism. Moreover, the inoculation model was able to provide an optimal codon sequence that was inserted into the pET-28a( +) vector for in silico cloning and could even stimulate highly relevant humoral and cellular immunological responses. Overall, these results suggest that the designed multi-epitope vaccine can serve as prophylaxis against the yellow fever virus.


Subject(s)
Epitopes, T-Lymphocyte , Yellow Fever Vaccine , Yellow Fever , Yellow fever virus , Yellow Fever Vaccine/immunology , Yellow fever virus/immunology , Yellow fever virus/genetics , Humans , Yellow Fever/prevention & control , Yellow Fever/immunology , Epitopes, T-Lymphocyte/immunology , Epitopes, B-Lymphocyte/immunology , Vaccinology/methods , Models, Molecular , Vaccine Development , Molecular Dynamics Simulation , T-Lymphocytes, Cytotoxic/immunology
17.
Int J Mol Sci ; 25(9)2024 Apr 27.
Article in English | MEDLINE | ID: mdl-38732010

ABSTRACT

L-asparaginase is an essential drug used to treat acute lymphoid leukemia (ALL), a cancer of high prevalence in children. Several adverse reactions associated with L-asparaginase have been observed, mainly caused by immunogenicity and allergenicity. Some strategies have been adopted, such as searching for new microorganisms that produce the enzyme and applying protein engineering. Therefore, this work aimed to elucidate the molecular structure and predict the immunogenic profile of L-asparaginase from Penicillium cerradense, recently revealed as a new fungus of the genus Penicillium and producer of the enzyme, as a motivation to search for alternatives to bacterial L-asparaginase. In the evolutionary relationship, L-asparaginase from P. cerradense closely matches Aspergillus species. Using in silico tools, we characterized the enzyme as a protein fragment of 378 amino acids (39 kDa), including a signal peptide containing 17 amino acids, and the isoelectric point at 5.13. The oligomeric state was predicted to be a homotetramer. Also, this L-asparaginase presented a similar immunogenicity response (T- and B-cell epitopes) compared to Escherichia coli and Dickeya chrysanthemi enzymes. These results suggest a potentially useful L-asparaginase, with insights that can drive strategies to improve enzyme production.


Subject(s)
Asparaginase , Computer Simulation , Penicillium , Asparaginase/chemistry , Asparaginase/immunology , Asparaginase/metabolism , Penicillium/immunology , Penicillium/enzymology , Amino Acid Sequence , Fungal Proteins/chemistry , Fungal Proteins/immunology , Fungal Proteins/metabolism , Epitopes, B-Lymphocyte/immunology , Epitopes, B-Lymphocyte/chemistry , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/chemistry , Humans , Aspergillus/immunology , Aspergillus/enzymology , Escherichia coli/genetics , Dickeya chrysanthemi/enzymology , Dickeya chrysanthemi/immunology , Models, Molecular
18.
Virulence ; 15(1): 2360133, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38803081

ABSTRACT

Norovirus (NV) infection causes acute gastroenteritis in children and adults. Upon infection with NV, specific CD8+ T cells, which play an important role in anti-infective immunity, are activated in the host. Owing to the NV's wide genotypic variability, it is challenging to develop vaccines with cross-protective abilities against infection. To aid effective vaccine development, we examined specific CD8+ T-cell responses towards viral-structural protein (VP) epitopes, which enable binding to host susceptibility receptors. We isolated peripheral blood mononuclear cells from 196 participants to screen and identify predominant core peptides towards NV main and small envelope proteins using ex vivo and in vitro intracellular cytokine staining assays. Human leukocyte antigen (HLA) restriction characteristics were detected using next-generation sequencing. Three conservative immunodominant VP-derived CD8+ T-cell epitopes, VP294-102 (TDAARGAIN), VP2153-161 (RGPSNKSSN), and VP1141-148 (FPHIIVDV), were identified and restrictively presented by HLA-Cw * 0102, HLA-Cw * 0702, and HLA-A *1101 alleles, separately. Our findings provide useful insights into the development of future vaccines and treatments for NV infection.


Subject(s)
CD8-Positive T-Lymphocytes , Caliciviridae Infections , Capsid Proteins , Epitopes, T-Lymphocyte , Gastroenteritis , Norovirus , Humans , CD8-Positive T-Lymphocytes/immunology , Capsid Proteins/immunology , Capsid Proteins/genetics , Caliciviridae Infections/immunology , Caliciviridae Infections/virology , Norovirus/immunology , Norovirus/genetics , Adult , Epitopes, T-Lymphocyte/immunology , Epitopes, T-Lymphocyte/genetics , Male , Gastroenteritis/virology , Gastroenteritis/immunology , Female , Middle Aged , Young Adult , Child , Adolescent , Leukocytes, Mononuclear/immunology , Immunodominant Epitopes/immunology , Child, Preschool , Aged
19.
Viruses ; 16(5)2024 04 25.
Article in English | MEDLINE | ID: mdl-38793551

ABSTRACT

Epstein-Barr Virus (EBV) is closely linked to nasopharyngeal carcinoma (NPC), notably prevalent in southern China. Although type II latency of EBV plays a crucial role in the development of NPC, some lytic genes and intermittent reactivation are also critical for viral propagation and tumor progression. Since T cell-mediated immunity is effective in targeted killing of EBV-positive cells, it is important to identify EBV-derived peptides presented by highly prevalent human leukocyte antigen class I (HLA-I) molecules throughout the EBV life cycle. Here, we constructed an EBV-positive NPC cell model to evaluate the presentation of EBV lytic phase peptides on streptavidin-tagged specific HLA-I molecules. Utilizing a mass spectrometry (LC-MS/MS)-based immunopeptidomic approach, we characterized eleven novel EBV peptides as well as two previously identified peptides. Furthermore, we determined these peptides were immunogenic and could stimulate PBMCs from EBV VCA/NA-IgA positive donors in an NPC endemic southern Chinese population. Overall, this work demonstrates that highly prevalent HLA-I-specific EBV peptides can be captured and functionally presented to elicit immune responses in an in vitro model, which provides insight into the epitopes presented during EBV lytic cycle and reactivation. It expands the range of viral targets for potential NPC early diagnosis and treatment.


Subject(s)
Epstein-Barr Virus Infections , HLA-A2 Antigen , Herpesvirus 4, Human , Nasopharyngeal Carcinoma , Peptides , Humans , Herpesvirus 4, Human/immunology , Herpesvirus 4, Human/genetics , Peptides/immunology , Peptides/chemistry , Epstein-Barr Virus Infections/immunology , Epstein-Barr Virus Infections/virology , HLA-A2 Antigen/immunology , HLA-A2 Antigen/genetics , Nasopharyngeal Carcinoma/immunology , Nasopharyngeal Carcinoma/virology , HLA-A11 Antigen/immunology , HLA-A11 Antigen/genetics , Proteomics/methods , Nasopharyngeal Neoplasms/immunology , Nasopharyngeal Neoplasms/virology , China , Tandem Mass Spectrometry , Epitopes, T-Lymphocyte/immunology , Cell Line, Tumor
20.
Viruses ; 16(5)2024 05 05.
Article in English | MEDLINE | ID: mdl-38793612

ABSTRACT

As dengue expands globally and many vaccines are under trials, there is a growing recognition of the need for assessing T cell immunity in addition to assessing the functions of neutralizing antibodies during these endeavors. While several dengue-specific experimentally validated T cell epitopes are known, less is understood about which of these epitopes are conserved among circulating dengue viruses and also shared by potential vaccine candidates. As India emerges as the epicenter of the dengue disease burden and vaccine trials commence in this region, we have here aligned known dengue specific T cell epitopes, reported from other parts of the world with published polyprotein sequences of 107 dengue virus isolates available from India. Of the 1305 CD4 and 584 CD8 epitopes, we found that 24% and 41%, respectively, were conserved universally, whereas 27% and 13% were absent in any viral isolates. With these data, we catalogued epitopes conserved in circulating dengue viruses from India and matched them with each of the six vaccine candidates under consideration (TV003, TDEN, DPIV, CYD-TDV, DENVax and TVDV). Similar analyses with viruses from Thailand, Brazil and Mexico revealed regional overlaps and variations in these patterns. Thus, our study provides detailed and nuanced insights into regional variation that should be considered for itemization of T cell responses during dengue natural infection and vaccine design, testing and evaluation.


Subject(s)
CD4-Positive T-Lymphocytes , CD8-Positive T-Lymphocytes , Dengue Vaccines , Dengue Virus , Dengue , Epitopes, T-Lymphocyte , Epitopes, T-Lymphocyte/immunology , Dengue Virus/immunology , Dengue Virus/genetics , Dengue Virus/classification , Humans , Dengue/immunology , Dengue/prevention & control , Dengue/virology , Dengue Vaccines/immunology , CD8-Positive T-Lymphocytes/immunology , India , CD4-Positive T-Lymphocytes/immunology , Brazil , Thailand , Mexico , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/blood
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