2.Improved weighted cross-correlation coefficient with a new kernel and its application in predicting T cell epitopes.
Jing HUANG ; Jian-hua MA ; Nan LIU ; Shan-shan QIAN
Journal of Southern Medical University 2010;30(10):2252-2255
We designed a weighted cross-correlation coefficient considering the "anchor" of the T cell epitopes, and used an evolutionary algorithm to search for an optimal weight vector. A SVM model with this new peptide similarity kernel was evaluated on a T-cell data set. The results demonstrated a good performance of this method.
Algorithms
;
Artificial Intelligence
;
Epitopes, T-Lymphocyte
;
Models, Statistical
;
Peptides
3.Relationship between Poor Immunogenicity of HLA-A2-Restricted Peptide Epitopes and Paucity of Naive CD8+ T-Cell Precursors in HLA-A2-Transgenic Mice.
Yoon Seok CHOI ; Dong Ho LEE ; Eui Cheol SHIN
Immune Network 2014;14(4):219-225
We examined the immunogenicity of H-2 class I-restricted and HLA-A2-restricted epitopes through peptide immunization of HLA-A2-transgenic mice that also express mouse H-2 class I molecules. All four of the tested epitopes restricted by H-2 class I robustly elicited T-cell responses, but four of seven epitopes restricted by HLA-A2 did not induce T-cell responses, showing that HLA-A2-restricted peptide epitopes tend to be poorly immunogenic in HLA-A2-transgenic mice. This finding was confirmed in HLA-A2-transgenic mice infected with a recombinant vaccinia virus expressing hepatitis C virus proteins. We examined the precursor frequency of epitope-specific naive CD8+ T cells in HLA-A2-transgenic and conventional C57BL/6 mice and found that the poor immunogenicity of HLA-A2-restricted peptide epitopes is related to the paucity of naive CD8+ T-cell precursors in HLA-A2-transgenic mice. These results provide direction for the improvement of mouse models to study epitope repertoires and the immunodominance of human T-cell responses.
Animals
;
Epitopes*
;
Epitopes, T-Lymphocyte
;
Hepacivirus
;
HLA-A2 Antigen
;
Humans
;
Immunization
;
Mice*
;
Precursor Cells, T-Lymphoid*
;
T-Lymphocytes
;
Vaccinia virus
5.Antigenicity of the G2 Glycoprotein in Cell - Mediated Immune Response Against Hantanvirus Infection.
Ik Sang KIM ; Myung Sik CHOI ; Myung Ju YI ; Tae Hee HAN
Journal of the Korean Society for Microbiology 1998;33(6):619-624
Hemorrhagic fever with renal syndrom is an acute febrile disease which is caused by Hantanvirus and several other viruses that belong to the genus Hantavirus. Gl and G2 glycoproteins of Hantanvirus have been thought to be involved in protective immunity against Hantanvirus infection. In this study, the antigenicity of G1 and G2 glycoproteins in cell mediated immune response was investigated. When peripheral blood mononuclear cell fraction from recovered hemorrhagic fever with renal syndrome patient was cultivated with a recombinant protein containing amino-terminal 78 amino acids of G2 glycoprotein, these cells were activated to proliferate and secreted significant amount of interleukin-2 and interferon-r. These results suggest that T cell epitope exists in the amino-terminal region of G2 glycoprotein.
Amino Acids
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Epitopes, T-Lymphocyte
;
Fever
;
Glycoproteins*
;
Hantavirus
;
Hemorrhagic Fever with Renal Syndrome
;
Humans
;
Interleukin-2
7.Expression and refolding of OLA Ⅰ protein with peptides derived from sheeppox virus.
Zhanhong WANG ; Zhixun ZHAO ; Guohua WU ; Yang DENG ; Guoqiang ZHU ; Fangyan ZHAO ; Zengjun LU ; Qiang ZHANG
Chinese Journal of Biotechnology 2022;38(1):139-147
The aim of this study was to refold the OvisAries leukocyte antigen (OLA) class Ⅰ protein with peptides derived from sheeppox virus (SPPV) to identify SPPV T cell epitopes. Two pairs of primers were designed based on the published sequence of a sheep major histocompatibility complex Ⅰ to amplify the heavy chain gene of OLA Ⅰ α-BSP and the light chain gene of OLA Ⅰ-β2m. Both genes were cloned into a pET-28a(+) expression vector, respectively, and induced with ITPG for protein expression. After purification, the heavy chain and light chain proteins as well as peptides derived from SPPV were refolded at a ratio of 1:1:1 using a gradual dilution method. Molecular exclusion chromatography was used to test whether these peptides bind to the OLA Ⅰ complex. T-cell responses were assessed using freshly isolated PBMCs from immunized sheep through IFN-γ ELISPOT with peptides derived from SPPV protein. The results showed that the cloned heavy chain and light chain expressed sufficiently, with a molecular weight of 36.3 kDa and 16.7 kDa, respectively. The protein separated via a SuperdexTM 200 increase 10/300 GL column was collected and verified by SDS-PAGE after refolding. One SPPV CTL epitope was identified after combined refolding and functional studies based on T-cell epitopes derived from SPPV. An OLA Ⅰ/peptide complex was refolded correctly, which is necessary for the structural characterization. This study may contribute to the development of sheep vaccine based on peptides.
Animals
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Capripoxvirus
;
Epitopes, T-Lymphocyte/genetics*
;
Peptides/genetics*
;
Poxviridae Infections
;
Sheep
;
Sheep Diseases
8.Bioinformatics analysis of the RNA binding protein DDX39 of Toxoplasma gondii.
Z YANG ; J WANG ; Y QI ; X TIAN ; X MEI ; Z ZHANG ; S WANG
Chinese Journal of Schistosomiasis Control 2023;35(4):358-365
OBJECTIVE:
To analyze the RNA binding protein of Toxoplasma gondii (TgDDX39) using bioinformatics technology, and to evaluate the immunogenicity of TgDDX39, so as to provide insights into development of toxoplasmosis vaccines.
METHODS:
The amino acid sequences of TgDDX39 were retrieved from the ToxoDB database, and the physicochemical properties, transmembrane structure domain, signal peptide sites, post-translational modification sites, coils, secondary and tertiary structures, hydrophobicity, and antigenic epitopes of the TgDDX39 protein were predicted using online bioinformatics tools, incluiding ProtParam, TMHMM 2.0, SignalP 5.0, NetPhos 3.1, COILS, SOPMA, Phyre2, ProtScale, ABCpred, SYFPEITHI and DNA-STAR.
RESULTS:
TgDDX39 protein was predicted to be an unstable hydrophilic protein with the molecular formula of C2173H3458N598O661S18, which contained 434 amino acids and had an estimated molecular weight of 49.1 kDa and a theoretical isoelectric point of 5.55. The protein was predicted to have an extremely low possibility of signal peptides, without transmembrane regions, and contain 27 phosphorylation sites. The β turn and random coils accounted for 39.63% of the secondary structure of the TgDDX39 protein, and a coiled helix tended to produce in one site. In addition, the TgDDX39 protein contained multiple B and T cell antigenic epitopes.
CONCLUSIONS
Bioinformatics analyses predict that TgDDX39 protein has high immunogenicity and contains multiple antigenic epitopes. TgDDX39 protein is a potential candidate antigen for vaccine development.
Humans
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Toxoplasma/metabolism*
;
Toxoplasmosis/prevention & control*
;
Vaccines
;
Epitopes, T-Lymphocyte
;
Computational Biology
;
Protozoan Proteins/chemistry*
9.On predicting the T cell and B cell epitopes of platelet membrane glycoprotein II b/ III a antibody from human and mice.
Zhangqiu LI ; Meixia ZHANG ; Haiyan HU ; Shunhui LIU ; Zhigang LU
Journal of Biomedical Engineering 2010;27(5):1146-1151
HLA-A * 0201, HLA-A * 1101, and HLA-A * 2401 CTL restricted epitopes of platelet membrane glycoprotein II b/III a antibody of human and mice were predicted by use of SYFPEITHI, RANKPEP, BIMAS, SVMHC, PREDEP, MHCPRED, and PROPRED predictive programs. In the results, the peptides (found in HLAPRED) that can lead to autoimmune disease and have been published were removed; and the epitopes of HLA-A * 0201 must cover the epitopes of HLA-A * 1101 and HLA-A * 2401 being combined to predTAP and TAPPred for predicting the binding affinity of peptides toward the TAP transporter and NetChop, MAPPP, PAProc for predicting cleavages; HLA-DR Th restricted epitopes of GPII b/III a antibody were predicted by SYFPEITHI, RANKPEP, MHCPRED, and HLAPRED, after removal of the peptides (found in HLAPRED) that can lead to autoimmune disease and have been published, the Th epitopes must cover the CTL mixed epitopes as being stated above. The secondary structure, hydrophobic regions, flexibility, surface probability and the B cell epitope were predicted by using various methods. Ten mixed peptides of T cell epitopes were selected from more than 1 740 peptides. They were located at the aa9-115, aa24-38, aa50-64, aa65-81, aa109-121 of anti-GP II b/III a-Human and the aal-15, aa26-40, aa46-60, aa68-82, aa93-107 of anti-GP II b/III a-Mice. B cell epitopes of anti-GP II b/III a-Human might locate at aa5-9, aa22-30, aa40-46, aa55-71, aa80-90, aa100-105, aa110-115; and the epitopes of anti-GP II b/III a-Human might locate at aa5-10, aa38-43, aa58-70, aa77-84, and aa99-105.
Animals
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Antibodies
;
immunology
;
Epitopes, B-Lymphocyte
;
immunology
;
Epitopes, T-Lymphocyte
;
immunology
;
Humans
;
Mice
;
Platelet Glycoprotein GPIIb-IIIa Complex
;
immunology
;
Purpura, Thrombocytopenic, Idiopathic
;
immunology
;
Vaccines
;
immunology
10.A multi-stage and multi-epitope vaccine against Mycobacterium tuberculosis based on an immunoinformatics approach.
Yu NING ; Yihan CAI ; Xiaoling LIU ; Chenchen GU ; Xiangying MENG ; Jinjuan QIAO
Chinese Journal of Cellular and Molecular Immunology 2023;39(6):494-500
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.
Mycobacterium tuberculosis/metabolism*
;
Molecular Docking Simulation
;
Toll-Like Receptor 4
;
Epitopes, T-Lymphocyte/chemistry*
;
Epitopes, B-Lymphocyte/chemistry*
;
Vaccines, Subunit/chemistry*
;
Computational Biology/methods*