Computer Science and Engineering Department, University of California at San Diego, San Diego, California 92093, USA.
Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, Kentucky 40202, USA.
Genome Res. 2022 Apr;32(4):791-804. doi: 10.1101/gr.276027.121. Epub 2022 Mar 31.
An important challenge in vaccine development is to figure out why a vaccine succeeds in some individuals and fails in others. Although antibody repertoires hold the key to answering this question, there have been very few personalized immunogenomics studies so far aimed at revealing how variations in immunoglobulin genes affect a vaccine response. We conducted an immunosequencing study of 204 calves vaccinated against bovine respiratory disease (BRD) with the goal to reveal variations in immunoglobulin genes and somatic hypermutations that impact the efficacy of vaccine response. Our study represents the largest longitudinal personalized immunogenomics study reported to date across all species, including humans. To analyze the generated data set, we developed an algorithm for identifying variations of the immunoglobulin genes (as well as frequent somatic hypermutations) that affect various features of the antibody repertoire and titers of neutralizing antibodies. In contrast to relatively short human antibodies, cattle have a large fraction of ultralong antibodies that have opened new therapeutic opportunities. Our study reveals that ultralong antibodies are a key component of the immune response against the costliest disease of beef cattle in North America. The detected variants of the cattle immunoglobulin genes, which are implicated in the success/failure of the BRD vaccine, have the potential to direct the selection of individual cattle for ongoing breeding programs.
疫苗开发中的一个重要挑战是弄清楚为什么疫苗在一些人身上成功而在另一些人身上失败。尽管抗体库是回答这个问题的关键,但迄今为止,针对揭示免疫球蛋白基因的变异如何影响疫苗反应的个性化免疫基因组学研究非常少。我们对 204 头接种牛呼吸道疾病(BRD)疫苗的小牛进行了免疫测序研究,目的是揭示影响疫苗反应效果的免疫球蛋白基因和体细胞超突变的变异。我们的研究代表了迄今为止在所有物种(包括人类)中报告的最大规模的纵向个性化免疫基因组学研究。为了分析生成的数据集,我们开发了一种算法,用于识别影响抗体库和中和抗体滴度各种特征的免疫球蛋白基因(以及频繁的体细胞超突变)的变异。与相对较短的人类抗体不同,牛有很大一部分超长抗体,这为新的治疗机会开辟了道路。我们的研究表明,超长抗体是北美肉牛最昂贵疾病免疫反应的关键组成部分。与 BRD 疫苗成功/失败相关的牛免疫球蛋白基因的检测到的变异有可能指导对正在进行的繁殖计划的个体牛的选择。