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Melo de Assis BL, Viana Vieira R, Rudenco Gomes Palma IT, Bertolini Coutinho M, de Moura J, Peiter GC, Teixeira KN. Three-dimensional models of antigens with serodiagnostic potential for leprosy: An in silico study. World J Clin Infect Dis 2023; 13:1-10. [DOI: 10.5495/wjcid.v13.i1.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 12/28/2022] [Accepted: 02/02/2023] [Indexed: 02/27/2023] Open
Abstract
BACKGROUND Leprosy is a disease caused by Mycobacterium leprae (M. leprae), an intracellular pathogen that has tropism and affects skin and nervous system cells. The disease has two forms of presentation: Paucibacillary and multibacillary, with different clinical and immunological manifestations. Unlike what occurs in the multibacillary form , the diagnostic tests for the paucibacillary form are nonspecific and not very sensitive, allowing the existence of infected individuals without treatment, which contributes to the spread of the pathogen in the population. To mitigate this contamination, more sensitive diagnostic tests capable of detecting paucibacillary patients are needed.
AIM To predict the three-dimensional structure models of M. leprae antigens with serodiagnostic potential for leprosy.
METHODS In this in silico study, satisfactory templates were selected in the Protein Data Bank (PDB) using Basic Local Alignment Search Tool to predict the structural templates of ML2038, ML0286, ML0050, and 85B antigens by comparative modeling. The templates were selected according to general criteria such as sequence identity, coverage, X-ray resolution, Global Model Quality Estimate value and phylogenetic relationship; Clustal X 2.1 software was used in this analysis. Molecular modeling was completed using the software Modeller 9v13. Visualization of the models was made using ViewerLite 4.2 and PyMol software, and analysis of the quality of the predicted models was performed using the QMEAN score and Z-score. Finally, the three-dimensional moels were validated using the MolProbity and Verify 3D platforms.
RESULTS The three-dimensional structure models of ML2038, ML0286, ML0050, and 85B antigens of M. leprae were predicted using the templates PDB: 3UOI (90.51% identity), PDB: 3EKL (87.46% identity), PDB: 3FAV (40.00% identity), and PDB: 1F0N (85.21% identity), respectively. The QMEAN and Z-score values indicated the good quality of the structure models. These data refer to the monomeric units of antigens, since some of these antigens have quaternary structure. The validation of the models was performed with the final three-dimensional structure - monomer (ML0050 and 85B antigens) and quaternary structures (ML2038 and ML0286). The majority of amino acid residues were observed in favorable and allowed regions in the Ramachandran plot, indicating correct positioning of the side chain and absence of steric impediment. The MolProbity score value and Verify 3D results of all models indicated a satisfactory prediction.
CONCLUSION The polarized immune response against M. leprae creates a problem in leprosy detection. The selection of immunodominant epitopes is essential for the development of more sensitive serodiagnostic tests, for this it is important to know the three-dimensional structure of the antigens, which can be predicted with bioinformatics tools.
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Affiliation(s)
| | - Rafaela Viana Vieira
- Campus Toledo, Universidade Federal do Paraná, Toledo 85.919-899, Paraná, Brazil
| | | | | | - Juliana de Moura
- Departamento de Patologia Básica, Universidade Federal do Paraná - Setor de Ciências Biológicas, Curitiba 81.531-980, Paraná, Brazil
| | - Gabrielle Caroline Peiter
- Programa Multicêntrico de Pós-graduação em Bioquímica e Biologia Molecular - Setor Palotina, Universidade Federal do Paraná, Palotina 85.950-000, Paraná, Brazil
| | - Kádima Nayara Teixeira
- Campus Toledo, Universidade Federal do Paraná, Toledo 85.919-899, Paraná, Brazil
- Programa Multicêntrico de Pós-graduação em Bioquímica e Biologia Molecular - Setor Palotina, Universidade Federal do Paraná, Palotina 85.950-000, Paraná, Brazil
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Lemes MR, Rodrigues TCV, Jaiswal AK, Tiwari S, Sales-Campos H, Andrade-Silva LE, Oliveira CJF, Azevedo V, Rodrigues V, Soares SC, da Silva MV. In silico designing of a recombinant multi-epitope antigen for leprosy diagnosis. J Genet Eng Biotechnol 2022; 20:128. [PMID: 36053342 PMCID: PMC9440174 DOI: 10.1186/s43141-022-00411-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 08/25/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Leprosy is caused by Mycobacterium leprae and Mycobacterium lepromatosis. Most of the affected population lives in low-income countries and may take up to 10 years to show any clinical signs, which is how physicians diagnose it. However, due to progressive cell damage, early diagnosis is very important. The best way to confirm leprosy is through bacilloscopic, which only confirms the diagnosis and has low accuracy or PCR, that requires specialized operators and is expensive. Since the bacteria are fastidious and do not grow in any culture media, therefore, diagnosing leprosy in the lab is still a challenge. In this concern, a recombinant multi-epitope protein can be a beneficial strategy in the management of the diagnosis, as diverse immunogenic epitopes are precisely selected to detect specific antibodies. Therefore, the purposes of the present study were to select immunogenic epitopes from different relevant proteins, with immunogenic properties, and then to construct a recombinant multi-epitope protein that accuses the presence of the antibodies in the early stages of the disease, making it more than appropriate to be applied as a diagnostic tool. RESULTS We selected 22 common proteins from both species and, using bioinformatics tools, predicted B and T cell epitopes. After multiple filtering and analyzing, we ended up with 29 epitopes {MHC-I (total 18) and MHC-II (total 11)} from 10 proteins, which were then merged into one construct. Its secondary and tertiary structures were also predicted and refined to comprise the amino acid residues in the best conformation possible. The multi-epitope protein construct was stable, non-host homologous, non-allergic, non-toxic, and elicit humoral and cellular responses. It has conformational B cell epitopes and potential to elicit IFN-γ, IL-4, and IL-10 secretion. CONCLUSIONS This novel recombinant multi-epitope protein constructed using the common epitopes from M. leprae and M. lepromatosis has a huge immunological potential, is stable, and can be lyophilized to be used in ELISA plates or even in biosensors, which are user-friendly diagnosis tools, facilitating translation into human sample tests.
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Affiliation(s)
- Marcela Rezende Lemes
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil
| | - Thaís Cristina Vilela Rodrigues
- Laboratory of Cellular and Molecular Genetics (LGCM) Department of Genetics, Ecology, and Evolution, Institute of Biological Sciences,, Federal University of Minas Gerais (UFMG), MG, 31270-901, Belo Horizonte, Brazil
| | - Arun Kumar Jaiswal
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil
- Laboratory of Cellular and Molecular Genetics (LGCM) Department of Genetics, Ecology, and Evolution, Institute of Biological Sciences,, Federal University of Minas Gerais (UFMG), MG, 31270-901, Belo Horizonte, Brazil
| | - Sandeep Tiwari
- Laboratory of Cellular and Molecular Genetics (LGCM) Department of Genetics, Ecology, and Evolution, Institute of Biological Sciences,, Federal University of Minas Gerais (UFMG), MG, 31270-901, Belo Horizonte, Brazil.
| | - Helioswilton Sales-Campos
- Institute of Tropical Pathology and Public Health, Federal University of Goiás (UFG), Goiânia, Goiás, Brazil
| | - Leonardo Eurípedes Andrade-Silva
- Infectious Disease Department, Institute of Health Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, Brazil
| | - Carlo Jose Freire Oliveira
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil
| | - Vasco Azevedo
- Laboratory of Cellular and Molecular Genetics (LGCM) Department of Genetics, Ecology, and Evolution, Institute of Biological Sciences,, Federal University of Minas Gerais (UFMG), MG, 31270-901, Belo Horizonte, Brazil
| | - Virmondes Rodrigues
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil
| | - Siomar C Soares
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil
| | - Marcos Vinicius da Silva
- Department of Immunology, Microbiology and Parasitology, Institute of Biological and Natural Sciences, Federal University of Triângulo Mineiro (UFTM), Uberaba, Minas Gerais, 38025-180, Brazil.
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Serena NN, Boschero RA, Santiani MH, Pacce VD, Costa JMDV, Magalhães FBD, Wiedmar C, Alban SM, Soccol CR, Soccol VT. High-performance immune diagnosis of tuberculosis: Use of phage display and synthetic peptide in an optimized experimental design. J Immunol Methods 2022; 503:113242. [PMID: 35182576 DOI: 10.1016/j.jim.2022.113242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/11/2022] [Accepted: 02/14/2022] [Indexed: 11/26/2022]
Abstract
Immunoassays are practical and cost-effective approaches suitable for large-scale tuberculosis (TB) screening. This study identified new peptide mimotopes of Mycobacterium tuberculosis and applied them in the serodiagnosis of TB. Thereby, linear (X15, X8CX8) and constrained (LX-4 and LX-8) phage display peptide libraries were screened with purified Immunoglobulin G antibodies from TB-positive patients, and eight mimotopes were selected. The mimotope peptides were screened using the SPOT-synthesis technique followed by immunoblotting. Peptides P.Mt.PD.4 and P.Mt.PD.7 demonstrated the highest binding affinity and were chemically synthesized and used as antigens for enzyme-linked immunosorbent assay (ELISA) assays. Experimental designs were used to optimize the assays and to assess each variable's influence. Peptide P.Mt.PD.7 was differentiated between positive and negative samples and achieved 100% sensitivity and specificity when tested on a 100-sera panel. Therefore, the selected peptide was applied to the ELISA assay as a screening method for diagnosing TB represents a potential tool for helping to combat the disease.
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Affiliation(s)
- Natália Notto Serena
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | - Raphael Aparecido Boschero
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | - Manuel Hospinal Santiani
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | - Violetta Dias Pacce
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | | | | | | | - Silvana Maria Alban
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | - Carlos Ricardo Soccol
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil
| | - Vanete Thomaz Soccol
- Graduate Program in Bioprocess Engineering and Biotechnology, Federal University of Paraná, Curitiba, PR, Brazil.
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