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评估针对严重急性呼吸综合征冠状病毒2感染的疫苗效力。

Evaluating Vaccine Efficacy Against SARS-CoV-2 Infection.

作者信息

Lin Dan-Yu, Gu Yu, Zeng Donglin, Janes Holly E, Gilbert Peter B

出版信息

medRxiv. 2021 Apr 17:2021.04.16.21255614. doi: 10.1101/2021.04.16.21255614.

Abstract

UNLABELLED

Although interim results from several large placebo-controlled phase 3 trials demonstrated high vaccine efficacy (VE) against symptomatic COVID-19, it is unknown how effective the vaccines are in preventing people from becoming asymptomatically infected and potentially spreading the virus unwittingly. It is more difficult to evaluate VE against SARS-CoV-2 infection than against symptomatic COVID-19 because infection is not observed directly but rather is known to occur between two antibody or RT-PCR tests. Additional challenges arise as community transmission changes over time and as participants are vaccinated on different dates because of staggered enrollment or crossover before the end of the study. Here, we provide valid and efficient statistical methods for estimating potentially waning VE against SARS-CoV-2 infection with blood or nasal samples under time-varying community transmission, staggered enrollment, and blinded or unblinded crossover. We demonstrate the usefulness of the proposed methods through numerical studies mimicking the BNT162b2 phase 3 trial and the Prevent COVID U study. In addition, we assess how crossover and the frequency of diagnostic tests affect the precision of VE estimates.

SUMMARY

We show how to estimate potentially waning efficacy of COVID-19 vaccines against SARS-CoV-2 infection using blood or nasal samples collected periodically from clinical trials with staggered enrollment of participants and crossover of placebo recipients.

摘要

未标注

尽管几项大型安慰剂对照3期试验的中期结果显示,疫苗对有症状的COVID-19具有较高的疫苗效力(VE),但尚不清楚疫苗在预防人们无症状感染并可能无意中传播病毒方面的效果如何。评估疫苗对SARS-CoV-2感染的效力比评估对有症状的COVID-19的效力更困难,因为感染不是直接观察到的,而是已知在两次抗体或RT-PCR检测之间发生。随着社区传播随时间变化,以及由于研究结束前的交错入组或交叉,参与者在不同日期接种疫苗,还会出现其他挑战。在此,我们提供了有效且高效的统计方法,用于在随时间变化的社区传播、交错入组以及盲法或非盲法交叉的情况下,用血液或鼻拭子样本估计针对SARS-CoV-2感染的潜在衰减的疫苗效力。我们通过模拟BNT162b2 3期试验和预防COVID U研究的数值研究,证明了所提出方法的实用性。此外,我们评估了交叉和诊断检测频率如何影响疫苗效力估计的精度。

总结

我们展示了如何使用从参与者交错入组和安慰剂接受者交叉的临床试验中定期收集的血液或鼻拭子样本,估计COVID-19疫苗对SARS-CoV-2感染的潜在衰减效力。

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Evaluating the Long-Term Efficacy of COVID-19 Vaccines.评估新冠疫苗的长期疗效。
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