Research and Development Laboratories, FARVET SAC, Chincha Alta, Ica, Peru.
Laboratory of Clinical Molecular Virology, Faculty of Biological Sciences, National University of San Marcos, Lima, Peru.
BMC Vet Res. 2023 Oct 7;19(1):196. doi: 10.1186/s12917-023-03726-w.
Newcastle disease (ND) is a major threat to the poultry industry, leading to significant economic losses. The current ND vaccines, usually based on active or attenuated strains, are only partially effective and can cause adverse effects post-vaccination. Therefore, the development of safer and more efficient vaccines is necessary. Epitopes represent the antigenic portion of the pathogen and their identification and use for immunization could lead to safer and more effective vaccines. However, the prediction of protective epitopes for a pathogen is a major challenge, especially taking into account the immune system of the target species.
In this study, we utilized an artificial intelligence algorithm to predict ND virus (NDV) peptides that exhibit high affinity to the chicken MHC-I complex. We selected the peptides that are conserved across different NDV genotypes and absent in the chicken proteome. From the filtered peptides, we synthesized the five peptides with the highest affinities for the L, HN, and F proteins of NDV. We evaluated these peptides in-vitro for their ability to elicit cell-mediated immunity, which was measured by the lymphocyte proliferation in spleen cells of chickens previously immunized with NDV.
Our study identified five peptides with high affinity to MHC-I that have the potential to serve as protective epitopes and could be utilized for the development of multi-epitope NDV vaccines. This approach can provide a safer and more efficient method for NDV immunization.
新城疫(ND)是家禽养殖业的主要威胁,导致重大经济损失。目前的 ND 疫苗通常基于活性或减毒株,只有部分有效,并且接种后可能会产生不良反应。因此,开发更安全、更有效的疫苗是必要的。抗原表位是病原体的抗原部分,它们的鉴定和免疫接种可以导致更安全、更有效的疫苗。然而,预测病原体的保护性表位是一个主要挑战,特别是考虑到目标物种的免疫系统。
在这项研究中,我们利用人工智能算法预测了对鸡 MHC-I 复合物具有高亲和力的 NDV 肽。我们选择了在不同 NDV 基因型中保守且不存在于鸡蛋白组中的肽。从过滤后的肽中,我们合成了对 NDV 的 L、HN 和 F 蛋白具有最高亲和力的五个肽。我们在体外评估了这些肽在先前用 NDV 免疫的鸡的脾细胞中引发细胞介导免疫的能力,这是通过淋巴细胞增殖来衡量的。
我们的研究鉴定了五个对 MHC-I 具有高亲和力的肽,它们有可能作为保护性表位,可用于开发多表位 NDV 疫苗。这种方法为 NDV 免疫提供了更安全、更有效的方法。