COVID-19 coronavirus vaccine T cell epitope prediction analysis based on distributions of HLA class I loci (HLA-A, -B, -C) across global populations

被引:15
作者
Cun, Yina [1 ]
Li, Chuanyin [1 ]
Shi, Lei [1 ]
Sun, Ming [1 ]
Dai, Shuying [2 ]
Sun, Le [2 ]
Shi, Li [1 ]
Yao, Yufeng [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Yunnan Key Lab Vaccine Res & Dev Severe Infect Di, Yunnan Engn Res Ctr Vaccine Res & Dev Severe Infe, Inst Med Biol, Kunming, Yunnan, Peoples R China
[2] Kunming Med Univ, Sch Basic Med Sci, Kunming, Yunnan, Peoples R China
基金
芬兰科学院;
关键词
SARS-CoV-2; Human Leukocyte Antigen (HLA); T cell epitopes; population coverage; vaccine; ACUTE RESPIRATORY SYNDROME; SYNDROME SARS CORONAVIRUS; SPIKE PROTEIN; RESPONSES; IDENTIFICATION; WUHAN; PNEUMONIA; OUTBREAK;
D O I
10.1080/21645515.2020.1823777
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
T cell immunity, such as CD4 and/or CD8 T cell responses, plays a vital role in controlling the virus infection and pathological damage. Several studies have reported SARS-CoV-2 proteins could serve as ideal vaccine candidates against SARS-CoV-2 infection by activating the T cell responses. In the current study, based on the SARS-CoV-2 sequence and distribution of host human leukocyte antigen (HLA), we predicted the possible epitopes for the vaccine against SARS-CoV-2 infections. Firstly, the current study retrieved the SARS-CoV-2 S and N protein sequences from the NCBI Database. Then, using the Immune Epitope Database Analysis Resource, we predicted the CTL epitopes of the SARS-CoV-2 S and N proteins according to worldwide frequency distributions of HLA-A, -B, and -C alleles (>1%). Our results predicted 90 and 106 epitopes of N and S proteins, respectively. Epitope cluster analysis showed 16 and 34 respective clusters of SARS-CoV-2 N and S proteins, which covered 95.91% and 96.14% of the global population, respectively. After epitope conservancy analysis, 8 N protein epitopes and 6 S protein epitopes showed conservancy within two SARS-CoV-2 types. Of these 14 epitopes, 13 could cover SARS coronavirus and Bat SARS-like coronavirus. The remaining epitope (KWPWYIWLGF(1211-1220)) could cover MERS coronavirus. Finally, the 14-epitope combination could vaccinate 89.60% of all individuals worldwide. Our results propose single or combined CTL epitopes predicted in the current study as candidates for vaccines to effectively control SARS-CoV-2 infection and development.
引用
收藏
页码:1097 / 1108
页数:12
相关论文
共 31 条
[1]   Preliminary Identification of Potential Vaccine Targets for the COVID-19 Coronavirus (SARS-CoV-2) Based on SARS-CoV Immunological Studies [J].
Ahmed, Syed Faraz ;
Quadeer, Ahmed A. ;
McKay, Matthew R. .
VIRUSES-BASEL, 2020, 12 (03)
[2]   Trial watch: Peptide-based vaccines in anticancer therapy [J].
Bezu, Lucillia ;
Kepp, Oliver ;
Cerrato, Giulia ;
Pol, Jonathan ;
Fucikova, Jitka ;
Spisek, Radek ;
Zitvogel, Laurence ;
Kroemer, Guido ;
Galluzzi, Lorenzo .
ONCOIMMUNOLOGY, 2018, 7 (12)
[3]  
Chan JFW, 2020, EMERG MICROBES INFEC, V9, P221, DOI [10.1038/s41591-020-0897-1, 10.1093/cid/ciaa344, 10.1080/22221751.2020.1719902]
[4]  
Cheung Y K, 2008, Hong Kong Med J, V14 Suppl 4, P27
[5]   Induction of T-cell response by a DNA vaccine encoding a novel HLA-A*0201 severe acute respiratory syndrome coronavirus epitope [J].
Cheung, Ying-Kit ;
Cheng, Samuel Chak-Sum ;
Sin, Fion Wan-Yee ;
Chan, Kin-Tak ;
Xie, Yong .
VACCINE, 2007, 25 (32) :6070-6077
[6]   CD8+ T Cells and Macrophages Regulate Pathogenesis in a Mouse Model of Middle East Respiratory Syndrome [J].
Coleman, Christopher M. ;
Sisk, Jeanne M. ;
Halasz, Gabor ;
Zhong, Jixin ;
Beck, Sarah E. ;
Matthews, Krystal L. ;
Venkataraman, Thiagarajan ;
Rajagopalan, Sanjay ;
Kyratsous, Christos A. ;
Frieman, Matthew B. .
JOURNAL OF VIROLOGY, 2017, 91 (01)
[7]   Development of a novel clustering tool for linear peptide sequences [J].
Dhanda, Sandeep K. ;
Vaughan, Kerrie ;
Schulten, Veronique ;
Grifoni, Alba ;
Weiskopf, Daniela ;
Sidney, John ;
Peters, Bjoern ;
Sette, Alessandro .
IMMUNOLOGY, 2018, 155 (03) :331-345
[8]   Characterization of SARS-CoV-specific memory T cells from recovered individuals 4 years after infection [J].
Fan, Yan-Ying ;
Huang, Zi-Tong ;
Li, Li ;
Wu, Man-Hui ;
Yu, Tao ;
Koup, Richard A. ;
Bailer, Robert T. ;
Wu, Chang-You .
ARCHIVES OF VIROLOGY, 2009, 154 (07) :1093-1099
[9]  
GERMAIN RN, 1993, ANNU REV IMMUNOL, V11, P403, DOI 10.1146/annurev.iy.11.040193.002155
[10]   Identification of immunodominant sites on the spike protein of severe acute respiratory syndrome (SARS) coronavirus: Implication for developing SARS diagnostics and vaccines [J].
He, YX ;
Zhou, YS ;
Wu, H ;
Luo, BJ ;
Chen, JM ;
Li, WB ;
Jiang, SB .
JOURNAL OF IMMUNOLOGY, 2004, 173 (06) :4050-4057