反向累积分布曲线和比例logit模型在EV71疫苗最佳免疫原剂量确定和保护预测中的应用。

IF 5.5 3区 医学 Q1 IMMUNOLOGY
Expert Review of Vaccines Pub Date : 2025-12-01 Epub Date: 2024-12-18 DOI:10.1080/14760584.2024.2438760
Lairun Jin, Pengfei Jin, Xuefeng Zhang, Fengcai Zhu, Jingxin Li
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引用次数: 0

摘要

背景:本研究提出了用于EV71疫苗开发的最佳剂量选择的反向累积分布曲线(RCDC)和用于估计保护的比例logit模型。研究设计和方法:数据来自一项涉及婴幼儿的2期试验,该试验随机分为640u(含或不含佐剂)、320u(含佐剂)、160u(含佐剂)或安慰剂。接种后28天用中和抗体滴度构建rcdc。以几何平均滴度(GMT)为对照,通过曲线下面积(AUC)、相对最优点、曲线中位数和最大曲率点的抗体滴度的变异系数来评估RCDC参数的稳健性。按比例的logit模型估计了所选最佳剂量对ev71相关疾病的保护作用。结果:AUC和相对最优点比GMT具有更强的稳健性。辅助剂量为640u的AUC最高(0.64,95% CI: 0.61 ~ 0.66),相对最佳点坐标和(1.40,95% CI: 1.34 ~ 1.43),估计保护最高(93.36%,95% CI: 79.91 ~ 97.86)。结论:AUC和RCDC的相对最优点可用于早期疫苗剂量筛选,其保护作用可由比例logit模型估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of reverse cumulative distribution curve and scaled logit model in determining optimal immunogenic dose and prediction of protection of EV71 vaccines.

Background: This study proposes the reverse cumulative distribution curve (RCDC) for optimal dose selection and a scaled logit model for estimating protection in EV71 vaccine development.

Research design and methods: Data were from a phase 2 trial involving infants and young children randomized to receive either 640 U with or without adjuvant, 320 U with adjuvant, 160 U with adjuvant EV71 vaccines, or placebo. RCDCs were constructed using neutralizing antibody titers 28 days post-vaccination. Robustness of RCDC parameters was assessed via coefficient of variation for the area under the curve (AUC), the relative optimal point, median on the curve, and antibody titer of the point of maximum curvature, with geometric mean titer (GMT) as control. The scaled logit model estimated protection against EV71-associated disease for the selected optimal dose.

Results: The AUC and relative optimal point demonstrated greater robustness than GMT. The 640 U with adjuvant dose had the highest AUC (0.64, 95% CI: 0.61-0.66), sum of coordinates of the relative optimal point (1.40, 95% CI: 1.34-1.43), and the highest estimated protection (93.36%, 95% CI: 79.91-97.86).

Conclusions: AUC and relative optimal point of RCDC are effective for early vaccine dose screening, with protection estimated by the scaled logit model.

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来源期刊
Expert Review of Vaccines
Expert Review of Vaccines 医学-免疫学
CiteScore
9.10
自引率
3.20%
发文量
136
审稿时长
4-8 weeks
期刊介绍: Expert Review of Vaccines (ISSN 1476-0584) provides expert commentary on the development, application, and clinical effectiveness of new vaccines. Coverage includes vaccine technology, vaccine adjuvants, prophylactic vaccines, therapeutic vaccines, AIDS vaccines and vaccines for defence against bioterrorism. All articles are subject to rigorous peer-review. The vaccine field has been transformed by recent technological advances, but there remain many challenges in the delivery of cost-effective, safe vaccines. Expert Review of Vaccines facilitates decision making to drive forward this exciting field.
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