Frontiers in Immunology (Feb 2023)
Design of a multi-epitope vaccine against six Nocardia species based on reverse vaccinology combined with immunoinformatics
- Fei Zhu,
- Fei Zhu,
- Fei Zhu,
- Fei Zhu,
- Fei Zhu,
- Caixia Tan,
- Caixia Tan,
- Chunhui Li,
- Chunhui Li,
- Shiyang Ma,
- Shiyang Ma,
- Shiyang Ma,
- Shiyang Ma,
- Shiyang Ma,
- Haicheng Wen,
- Hang Yang,
- Hang Yang,
- Hang Yang,
- Hang Yang,
- Hang Yang,
- Mingjun Rao,
- Mingjun Rao,
- Mingjun Rao,
- Mingjun Rao,
- Mingjun Rao,
- Peipei Zhang,
- Peipei Zhang,
- Peipei Zhang,
- Peipei Zhang,
- Peipei Zhang,
- Wenzhong Peng,
- Wenzhong Peng,
- Wenzhong Peng,
- Wenzhong Peng,
- Wenzhong Peng,
- Yanhui Cui,
- Yanhui Cui,
- Yanhui Cui,
- Yanhui Cui,
- Yanhui Cui,
- Jie Chen,
- Jie Chen,
- Jie Chen,
- Jie Chen,
- Jie Chen,
- Pinhua Pan,
- Pinhua Pan,
- Pinhua Pan,
- Pinhua Pan,
- Pinhua Pan
Affiliations
- Fei Zhu
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Fei Zhu
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Fei Zhu
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Fei Zhu
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Fei Zhu
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Caixia Tan
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Caixia Tan
- Department of Infection Control Center of Xiangya Hospital, Central South University, Changsha, Hunan, China
- Chunhui Li
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Chunhui Li
- Department of Infection Control Center of Xiangya Hospital, Central South University, Changsha, Hunan, China
- Shiyang Ma
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Shiyang Ma
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Shiyang Ma
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Shiyang Ma
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Shiyang Ma
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Haicheng Wen
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Hang Yang
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hang Yang
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hang Yang
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Hang Yang
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Hang Yang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Mingjun Rao
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Mingjun Rao
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Mingjun Rao
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Mingjun Rao
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Mingjun Rao
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Peipei Zhang
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Peipei Zhang
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Peipei Zhang
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Peipei Zhang
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Peipei Zhang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Wenzhong Peng
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Wenzhong Peng
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Wenzhong Peng
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Wenzhong Peng
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Wenzhong Peng
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Yanhui Cui
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Yanhui Cui
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Yanhui Cui
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Yanhui Cui
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Yanhui Cui
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Jie Chen
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Jie Chen
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Jie Chen
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Jie Chen
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Jie Chen
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- Pinhua Pan
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Pinhua Pan
- Center of Respiratory Medicine, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Pinhua Pan
- Clinical Research Center for Respiratory Diseases in Hunan Province, Changsha, Hunan, China
- Pinhua Pan
- Hunan Engineering Research Center for Intelligent Diagnosis and Treatment of Respiratory Disease, Changsha, Hunan, China
- Pinhua Pan
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China
- DOI
- https://doi.org/10.3389/fimmu.2023.1100188
- Journal volume & issue
-
Vol. 14
Abstract
BackgroundNocardia genus, a complex group of species classified to be aerobic actinomycete, can lead to severe concurrent infection as well as disseminated infection, typically in immunocompromised patients. With the expansion of the susceptible population, the incidence of Nocardia has been gradually growing, accompanied by increased resistance of the pathogen to existing therapeutics. However, there is no effective vaccine against this pathogen yet. In this study, a multi-epitope vaccine was designed against the Nocardia infection using reverse vaccinology combined with immunoinformatics approaches.MethodsFirst, the proteomes of 6 Nocardia subspecies Nocardia subspecies (Nocardia farcinica, Nocardia cyriacigeorgica, Nocardia abscessus, Nocardia otitidiscaviarum, Nocardia brasiliensis and Nocardia nova) were download NCBI (National Center for Biotechnology Information) database on May 1st, 2022 for the target proteins selection. The essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome proteins were selected for epitope identification. The shortlisted T-cell and B-cell epitopes were fused with appropriate adjuvants and linkers to construct vaccines. The physicochemical properties of the designed vaccine were predicted using multiple online servers. The Molecular docking and molecular dynamics (MD) simulation were performed to understand the binding pattern and binding stability between the vaccine candidate and Toll-like receptors (TLRs). The immunogenicity of the designed vaccines was evaluated via immune simulation.Results3 proteins that are essential, virulent-associated or resistant-associated, surface-exposed, antigenic, non-toxic, and non-homologous with the human proteome were selected from 218 complete proteome sequences of the 6 Nocardia subspecies epitope identification. After screening, only 4 cytotoxic T lymphocyte (CTL) epitopes, 6 helper T lymphocyte (HTL) epitopes, and 8 B cell epitopes that were antigenic, non-allergenic, and non-toxic were included in the final vaccine construct. The results of molecular docking and MD simulation showed that the vaccine candidate has a strong affinity for TLR2 and TLR4 of the host and the vaccine-TLR complexes were dynamically stable in the natural environment. The results of the immune simulation indicated that the designed vaccine had the potential to induce strong protective immune responses in the host. The codon optimization and cloned analysis showed that the vaccine was available for mass production.ConclusionThe designed vaccine has the potential to stimulate long-lasting immunity in the host, but further studies are required to validate its safety and efficacy.
Keywords
- Nocardia
- immunoinformatics
- reverse vaccinology (RV)
- multi-epitope vaccine
- molecular docking
- molecular dynamics (MD) simulation