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mRNA COVID-19 疫苗功效的基因组学研究:将遗传多态性与免疫衰减联系起来。

Genomic insights into mRNA COVID-19 vaccines efficacy: Linking genetic polymorphisms to waning immunity.

机构信息

Department of Family Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.

Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.

出版信息

Hum Vaccin Immunother. 2024 Dec 31;20(1):2399382. doi: 10.1080/21645515.2024.2399382. Epub 2024 Sep 10.

Abstract

Genetic polymorphisms have been linked to the differential waning of vaccine-induced immunity against COVID-19 following vaccination. Despite this, evidence on the mechanisms behind this waning and its implications for vaccination policy remains limited. We hypothesize that specific gene variants may modulate the development of vaccine-initiated immunity, leading to impaired immune function. This study investigates genetic determinants influencing the sustainability of immunity post-mRNA vaccination through a genome-wide association study (GWAS). Utilizing a hospital-based, test negative case-control design, we enrolled 1,119 participants from the Taiwan Precision Medicine Initiative (TPMI) cohort, all of whom completed a full mRNA COVID-19 vaccination regimen and underwent PCR testing during the Omicron outbreak. Participants were classified into breakthrough and protected groups based on PCR results. Genetic samples were analyzed using SNP arrays with rigorous quality control. Cox regression identified significant single nucleotide polymorphisms (SNPs) associated with breakthrough infections, affecting 743 genes involved in processes such as antigenic protein translation, B cell activation, and T cell function. Key genes identified include CD247, TRPV1, MYH9, CCL16, and RPTOR, which are vital for immune responses. Polygenic risk score (PRS) analysis revealed that individuals with higher PRS are at greater risk of breakthrough infections post-vaccination, demonstrating a high predictability (AUC = 0.787) in validating population. This finding confirms the significant influence of genetic variations on the durability of immune responses and vaccine effectiveness. This study highlights the importance of considering genetic polymorphisms in evaluating vaccine-induced immunity and proposes potential personalized vaccination strategies by tailoring regimens to individual genetic profiles.

摘要

遗传多态性与接种疫苗后 COVID-19 疫苗诱导免疫的差异衰减有关。尽管如此,关于这种衰减背后的机制及其对疫苗接种政策的影响的证据仍然有限。我们假设特定的基因变体可能调节疫苗引发的免疫的发展,导致免疫功能受损。本研究通过全基因组关联研究(GWAS)调查了影响 mRNA 疫苗接种后免疫持久性的遗传决定因素。利用基于医院的、测试阴性的病例对照设计,我们从台湾精准医学倡议(TPMI)队列中招募了 1119 名参与者,他们都完成了完整的 mRNA COVID-19 疫苗接种方案,并在 Omicron 爆发期间接受了 PCR 检测。根据 PCR 结果,将参与者分为突破组和保护组。使用 SNP 阵列对遗传样本进行分析,并进行严格的质量控制。Cox 回归确定了与突破性感染相关的显著单核苷酸多态性(SNP),影响了 743 个参与抗原蛋白翻译、B 细胞激活和 T 细胞功能等过程的基因。确定的关键基因包括 CD247、TRPV1、MYH9、CCL16 和 RPTOR,它们对免疫反应至关重要。多基因风险评分(PRS)分析表明,接种疫苗后 PRS 较高的个体发生突破性感染的风险更高,在验证人群中具有较高的可预测性(AUC=0.787)。这一发现证实了遗传变异对免疫反应和疫苗有效性持久性的显著影响。本研究强调了在评估疫苗诱导免疫时考虑遗传多态性的重要性,并提出了通过针对个体遗传特征定制方案来制定潜在个性化疫苗接种策略的建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cfe3/11404610/3f6fd4759ca8/KHVI_A_2399382_F0001_B.jpg

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