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噬菌体中CpG介导的免疫原性的大规模基因组分析及一种新型预测风险指数

Large-Scale Genomic Analysis of CpG-Mediated Immunogenicity in Bacteriophages and a Novel Predictive Risk Index.

作者信息

Kharrat Lukeman, Garcia-Botero Camilo A, Ingersoll Wade, Luong Tiffany, Reyes Alejandro, Roach Dwayne R

机构信息

Department of Biology, San Diego State University, San Diego, CA 92182, USA.

Department of Biological Sciences, Universidad de los Andes, Bogotá, 111711, Colombia.

出版信息

bioRxiv. 2025 May 16:2025.05.15.652987. doi: 10.1101/2025.05.15.652987.

Abstract

Bacteriophage (phage) therapy is a promising alternative to antibiotics, yet phage-induced immune responses can affect treatment efficacy. However, current methods for assessing phage immunogenicity are limited, hindering the development of safer, more effective therapies. Here, we introduce the (BRI), a novel metric that quantifies phage immunogenic potential based on CpG dinucleotide frequency, motif spacing, and sequence context, key factors influencing Toll-like receptor 9 (TLR9) activation. Applying the BRI to 7,011 phage genomes, we classified them into five risk tiers, revealing substantial immunogenic variability, even among phages targeting the same bacterial host. BRI scores correlated with immune responses in human lung epithelial cells, validating its predictive power. Experimental testing further confirmed this, as exposure of lung epithelial cells to two phages from distinct risk tiers showed that the high-risk phage (Category 4) induced a strong pro-inflammatory response, upregulating CXCL1, CXCL8, IRF7, and TNFAIP3, while the low-risk phage (Category 2) triggered minimal immune activation with limited cytokine expression. These findings confirm that higher BRI scores predict stronger immune responses, providing a robust tool for evaluating phage immunogenicity. By enabling the selection of phages with lower immunogenic potential, the BRI enhances the safety and efficacy of phage therapy while offering a framework for regulatory agencies, clinical researchers, and biologic drug development, with applications extending beyond phage therapy to other immunogenic biologics.

摘要

噬菌体疗法是抗生素的一种有前景的替代方法,但噬菌体诱导的免疫反应会影响治疗效果。然而,目前评估噬菌体免疫原性的方法有限,阻碍了更安全、更有效疗法的开发。在此,我们引入了噬菌体免疫原性评分(BRI),这是一种基于CpG二核苷酸频率、基序间距和序列背景来量化噬菌体免疫原性潜力的新指标,这些是影响Toll样受体9(TLR9)激活的关键因素。将BRI应用于7011个噬菌体基因组,我们将它们分为五个风险等级,揭示了即使在靶向同一细菌宿主的噬菌体中也存在显著的免疫原性差异。BRI评分与人类肺上皮细胞中的免疫反应相关,验证了其预测能力。实验测试进一步证实了这一点,因为将肺上皮细胞暴露于来自不同风险等级的两种噬菌体表明,高风险噬菌体(4类)诱导了强烈的促炎反应,上调了CXCL1、CXCL8、IRF7和TNFAIP-3,而低风险噬菌体(2类)引发的免疫激活最小,细胞因子表达有限。这些发现证实,较高的BRI评分预示着更强的免疫反应,为评估噬菌体免疫原性提供了一个强大的工具。通过能够选择免疫原性潜力较低的噬菌体,BRI提高了噬菌体疗法的安全性和有效性,同时为监管机构、临床研究人员和生物药物开发提供了一个框架,其应用范围不仅限于噬菌体疗法,还扩展到其他免疫原性生物制品。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e385/12132194/dde36469e97d/nihpp-2025.05.15.652987v1-f0001.jpg

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