北美人群常见的II类HLA基因型的严重急性呼吸系统综合征冠状病毒2型表位呈现:一种用于疫苗效力评估的计算方法

Laura Leclair, C. Polychronakos
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引用次数: 0

摘要

背景:除社会经济因素外,人类白细胞抗原(HLA)基因在种族间的多态性已被证明在新冠肺炎疾病严重程度和易感性方面对SARS-CoV-2反应的异质性中发挥作用。据预测,这一发现可能会延伸到疫苗的反应性。目的:据我们所知,这项研究首次旨在根据II类HLA等位基因频率,预测和评估四种新冠肺炎疫苗在北美族裔群体中触发CD4+T细胞帮助的能力的有效性。方法:在这种计算方法中使用了包括免疫表位数据库(IEDB)在内的各种数据库。检索各种疫苗类型中最常见的HLA II单倍型和严重急性呼吸系统综合征冠状病毒2型肽之间的肽-HLA高亲和力对的数量,并在种族之间进行比较。由此,评估了CD4+T细胞抗原呈递的效率,这是细胞免疫疫苗接种和抗体生成支持的关键组成部分。结果:少数民族疫苗有效性与高加索人群的疫苗有效性存在多重差异,在疫苗临床试验中比例过高。就哪种疫苗类型对特定种族最有效提出了建议。结论:北美各民族对疫苗的不同反应存在遗传基础。然而,考虑到疫苗反应性的多因素性质和计算方法的局限性,这项研究为将研究结果转移到临床和公共卫生环境中提供了未来的研究方向。
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SARS-CoV-2 Epitope Presentation by Class II HLA Genotypes Common in North American Populations: A Proposed Computational Approach for Vaccine Efficacy Evaluation
Background: Human Leukocyte Antigen (HLA) gene polymorphisms between ethnic groups have been shown to play a role in the heterogeneity of response to SARS-CoV-2, in terms of COVID-19 disease severity and susceptibility, in addition to socioeconomic factors. It was predicted that this finding may extend to vaccine responsiveness. Purpose: To the best of our knowledge, this study was the first that aimed to predict and evaluate the effectiveness of four COVID-19 vaccines across North American ethnic groups, in terms of their ability to trigger CD4+ T cell help, based on class II HLA allele frequencies. Methods: Various databases including the Immune Epitope Database (IEDB) were used in this computational approach. The number of peptide-HLA high-affinity pairs between the most common HLA II haplotypes and SARS-CoV-2 peptides in various vaccine types were retrieved and compared between ethnicities. From this, the efficiency of antigen presentation to CD4+ T cells was evaluated, a crucial component in the context of vaccination for cellular immunity and support in antibody generation. Results: Multiple discrepancies in vaccine effectiveness for ethnic minorities relative to the Caucasian group, overrepresented in vaccine clinical trials, were highlighted. Recommendations were issued in terms of which vaccine types could be most effective for particular ethnicities. Conclusion: There exists a genetic basis for differential responses to vaccines among ethnic groups in North America. However, given the multifactorial nature of vaccine responsiveness and limitations of computational methods, this study offers future research directions to undertake before the findings can be transferred to clinical and public health settings.
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