• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

英格兰第二波疫情期间医护人员感染 SARS-CoV-2 的负担和疫苗的影响:前瞻性多中心队列研究(SIREN)和数学模型。

Burden of SARS-CoV-2 infection in healthcare workers during second wave in England and impact of vaccines: prospective multicentre cohort study (SIREN) and mathematical model.

机构信息

UK Health Security Agency, London, UK.

Joint first authors: contributed equally.

出版信息

BMJ. 2022 Jul 20;378:e070379. doi: 10.1136/bmj-2022-070379.

DOI:10.1136/bmj-2022-070379
PMID:35858689
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9295077/
Abstract

OBJECTIVE

To describe the incidence of, risk factors for, and impact of vaccines on primary SARS-CoV-2 infection during the second wave of the covid-19 pandemic in susceptible hospital healthcare workers in England.

DESIGN

Multicentre prospective cohort study.

SETTING

National Health Service secondary care health organisations (trusts) in England between 1 September 2020 and 30 April 2021.

PARTICIPANTS

Clinical, support, and administrative staff enrolled in the SARS-CoV-2 Immunity and Reinfection Evaluation (SIREN) study with no evidence of previous infection. Vaccination status was obtained from national covid-19 vaccination registries and self-reported.

MAIN OUTCOME MEASURE

SARS-CoV-2 infection confirmed by polymerase chain reaction. Mixed effects logistic regression was conducted to determine demographic and occupational risk factors for infection, and an individual based mathematical model was used to predict how large the burden could have been if vaccines had not been available from 8 December 2020 .

RESULTS

During England's second wave, 12.9% (2353/18 284) of susceptible SIREN participants became infected with SARS-CoV-2. Infections peaked in late December 2020 and decreased from January 2021, concurrent with the cohort's rapid vaccination coverage and a national lockdown. In multivariable analysis, factors increasing the likelihood of infection in the second wave were being under 25 years old (20.3% (132/651); adjusted odds ratio 1.35, 95% confidence interval 1.07 to 1.69), living in a large household (15.8% (282/1781); 1.54, 1.23 to 1.94, for participants from households of five or more people), having frequent exposure to patients with covid-19 (19.2% (723/3762); 1.79, 1.56 to 2.06, for participants with exposure every shift), working in an emergency department or inpatient ward setting (20.8% (386/1855); 1.76, 1.45 to 2.14), and being a healthcare assistant (18.1% (267/1479); 1.43, 1.16 to 1.77). Time to first vaccination emerged as being strongly associated with infection (P<0.001), with each additional day multiplying a participant's adjusted odds ratio by 1.02. Mathematical model simulations indicated that an additional 9.9% of all patient facing hospital healthcare workers would have been infected were it not for the rapid vaccination coverage.

CONCLUSIONS

The rapid covid-19 vaccine rollout from December 2020 averted infection in a large proportion of hospital healthcare workers in England: without vaccines, second wave infections could have been 69% higher. With booster vaccinations being needed for adequate protection from the omicron variant, and perhaps the need for further boosters for future variants, ensuring equitable delivery to healthcare workers is essential. The findings also highlight occupational risk factors that persisted in healthcare workers despite vaccine rollout; a greater understanding of the transmission dynamics responsible for these is needed to help to optimise the infection prevention and control policies that protect healthcare workers from infection and therefore to support staffing levels and maintain healthcare provision.

TRIAL REGISTRATION

ISRCTN registry ISRCTN11041050.

摘要

目的

描述在英格兰易感医院医护人员中,新冠病毒-2 (SARS-CoV-2)第二波疫情期间,疫苗对原发性 SARS-CoV-2 感染的发生率、危险因素和影响。

设计

多中心前瞻性队列研究。

地点

2020 年 9 月 1 日至 2021 年 4 月 30 日期间,英格兰国民保健服务(NHS)二级保健组织(信托机构)。

参与者

在 SARS-CoV-2 免疫和再感染评估(SIREN)研究中登记,且无先前感染证据的临床、支持和行政工作人员。疫苗接种状况通过国家 covid-19 疫苗接种登记和自我报告获得。

主要观察指标

通过聚合酶链反应(PCR)确认 SARS-CoV-2 感染。采用混合效应逻辑回归确定感染的人口统计学和职业危险因素,并使用基于个体的数学模型来预测如果 2020 年 12 月 8 日没有疫苗可用,感染负担会有多大。

结果

在英格兰第二波疫情中,12.9%(2353/18284)易感 SIREN 参与者感染了 SARS-CoV-2。感染高峰出现在 2020 年 12 月底,从 2021 年 1 月开始下降,这与队列的快速疫苗接种覆盖率和全国封锁同步。多变量分析显示,第二波疫情中感染的可能性增加的因素包括年龄在 25 岁以下(20.3%(132/651);调整后的优势比 1.35,95%置信区间 1.07 至 1.69),居住在大家庭中(15.8%(282/1781);1.54,1.23 至 1.94,对于来自五人或更多人的家庭的参与者),频繁接触新冠病毒感染者(19.2%(723/3762);1.79,1.56 至 2.06,对于每班次接触的参与者),在急诊室或住院病房工作(20.8%(386/1855);1.76,1.45 至 2.14,对于医疗保健助理(18.1%(267/1479);1.43,1.16 至 1.77)。首次接种疫苗的时间与感染密切相关(P<0.001),每增加一天,参与者的调整优势比增加 1.02。数学模型模拟表明,如果没有快速疫苗接种覆盖率,那么额外将有 9.9%的所有面对患者的医院医护人员会感染。

结论

2020 年 12 月以来,新冠病毒疫苗的快速推出避免了英格兰大部分医院医护人员的感染:如果没有疫苗,第二波感染可能会增加 69%。随着奥密克戎变异株需要加强疫苗接种以获得充分保护,或许未来变异株还需要进一步加强疫苗接种,确保公平地向医护人员提供疫苗至关重要。这些发现还突出了疫苗推出后仍在医护人员中持续存在的职业危险因素;需要更深入地了解导致这些因素的传播动态,以帮助优化感染预防和控制政策,从而保护医护人员免受感染,进而支持人员配置水平并维持医疗服务。

试验注册

ISRCTN 注册 ISRCTN8051216。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/7477e0b9e45e/popd070379.f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/289b68a5c488/popd070379.f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/b56ce05a1f0b/popd070379.f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/69622d470279/popd070379.f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/23d71d242933/popd070379.f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/7477e0b9e45e/popd070379.f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/289b68a5c488/popd070379.f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/b56ce05a1f0b/popd070379.f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/69622d470279/popd070379.f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/23d71d242933/popd070379.f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1d91/9295077/7477e0b9e45e/popd070379.f5.jpg

相似文献

1
Burden of SARS-CoV-2 infection in healthcare workers during second wave in England and impact of vaccines: prospective multicentre cohort study (SIREN) and mathematical model.英格兰第二波疫情期间医护人员感染 SARS-CoV-2 的负担和疫苗的影响:前瞻性多中心队列研究(SIREN)和数学模型。
BMJ. 2022 Jul 20;378:e070379. doi: 10.1136/bmj-2022-070379.
2
Risk factors associated with SARS-CoV-2 infection in a multiethnic cohort of United Kingdom healthcare workers (UK-REACH): A cross-sectional analysis.与英国医疗保健工作者多民族队列中 SARS-CoV-2 感染相关的风险因素(UK-REACH):一项横断面分析。
PLoS Med. 2022 May 26;19(5):e1004015. doi: 10.1371/journal.pmed.1004015. eCollection 2022 May.
3
COVID-19 vaccine coverage in health-care workers in England and effectiveness of BNT162b2 mRNA vaccine against infection (SIREN): a prospective, multicentre, cohort study.英格兰医护人员的 COVID-19 疫苗接种率和 BNT162b2 mRNA 疫苗对感染的有效性(SIREN):一项前瞻性、多中心、队列研究。
Lancet. 2021 May 8;397(10286):1725-1735. doi: 10.1016/S0140-6736(21)00790-X. Epub 2021 Apr 23.
4
Impact of prior SARS-CoV-2 infection and COVID-19 vaccination on the subsequent incidence of COVID-19: a multicentre prospective cohort study among UK healthcare workers - the SIREN (Sarscov2 Immunity & REinfection EvaluatioN) study protocol.先前 SARS-CoV-2 感染和 COVID-19 疫苗接种对后续 COVID-19 发病率的影响:一项针对英国医护人员的多中心前瞻性队列研究——SIREN(Sarscov2 免疫与再感染评估)研究方案。
BMJ Open. 2022 Jun 28;12(6):e054336. doi: 10.1136/bmjopen-2021-054336.
5
SARS-CoV-2 infection rates of antibody-positive compared with antibody-negative health-care workers in England: a large, multicentre, prospective cohort study (SIREN).英格兰抗体阳性与抗体阴性医护人员的 SARS-CoV-2 感染率:一项大型、多中心、前瞻性队列研究(SIREN)。
Lancet. 2021 Apr 17;397(10283):1459-1469. doi: 10.1016/S0140-6736(21)00675-9. Epub 2021 Apr 9.
6
Pre-exposure prophylaxis with hydroxychloroquine for high-risk healthcare workers during the COVID-19 pandemic: A structured summary of a study protocol for a multicentre, double-blind randomized controlled trial.COVID-19 大流行期间,高危医护人员用羟氯喹进行暴露前预防:一项多中心、双盲随机对照试验的研究方案的结构化总结。
Trials. 2020 Jul 29;21(1):688. doi: 10.1186/s13063-020-04621-7.
7
Prevalence and impact of persistent symptoms following SARS-CoV-2 infection among healthcare workers: A cross-sectional survey in the SIREN cohort.医护人员感染 SARS-CoV-2 后持续症状的流行率和影响:SIREN 队列的横断面调查。
J Infect. 2024 Oct;89(4):106259. doi: 10.1016/j.jinf.2024.106259. Epub 2024 Aug 28.
8
Primary SARS-CoV-2 Infections, Re-infections and Vaccine Effectiveness during the Omicron Transmission Period in Healthcare Workers of Trieste and Gorizia (Northeast Italy), 1 December 2021-31 May 2022.2021 年 12 月 1 日至 2022 年 5 月 31 日,在意大利东北部的的里雅斯特和戈里齐亚的医护人员中,奥密克戎传播期间的 SARS-CoV-2 初次感染、再感染和疫苗有效性。
Viruses. 2022 Nov 30;14(12):2688. doi: 10.3390/v14122688.
9
Emerging Variants of SARS-CoV-2 and Novel Therapeutics Against Coronavirus (COVID-19)严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的新变种及针对冠状病毒(COVID-19)的新型疗法
10
Effectiveness of BNT162b2 and CoronaVac COVID-19 vaccination against asymptomatic and symptomatic infection of SARS-CoV-2 omicron BA.2 in Hong Kong: a prospective cohort study.BNT162b2 和 CoronaVac 新冠疫苗对奥密克戎 BA.2 亚谱系引起的 SARS-CoV-2 无症状和有症状感染的有效性:一项前瞻性队列研究。
Lancet Infect Dis. 2023 Apr;23(4):421-434. doi: 10.1016/S1473-3099(22)00732-0. Epub 2022 Dec 12.

引用本文的文献

1
SCORE: Serologic evidence of COVID-19 and social and occupational contacts in healthcare workers in long-term care and acute care facilities in Southeastern Ontario (SCORE).SCORE:安大略省东南部长期护理和急症护理机构医护人员中COVID-19的血清学证据以及社交和职业接触情况(SCORE)。
PLoS One. 2025 Aug 13;20(8):e0303813. doi: 10.1371/journal.pone.0303813. eCollection 2025.
2
Modelling the potential use of pre-exposure prophylaxis to reduce nosocomial SARS-CoV-2 transmission.模拟暴露前预防措施在减少医院获得性严重急性呼吸综合征冠状病毒2传播方面的潜在用途。
PLoS Comput Biol. 2025 Aug 5;21(8):e1013361. doi: 10.1371/journal.pcbi.1013361. eCollection 2025 Aug.
3

本文引用的文献

1
Statistical and agent-based modelling of the transmissibility of different SARS-CoV-2 variants in England and impact of different interventions.基于统计学和基于主体的建模分析不同 SARS-CoV-2 变异株在英格兰的传播能力及不同干预措施的影响。
Philos Trans A Math Phys Eng Sci. 2022 Oct 3;380(2233):20210315. doi: 10.1098/rsta.2021.0315. Epub 2022 Aug 15.
2
Impact of prior SARS-CoV-2 infection and COVID-19 vaccination on the subsequent incidence of COVID-19: a multicentre prospective cohort study among UK healthcare workers - the SIREN (Sarscov2 Immunity & REinfection EvaluatioN) study protocol.先前 SARS-CoV-2 感染和 COVID-19 疫苗接种对后续 COVID-19 发病率的影响:一项针对英国医护人员的多中心前瞻性队列研究——SIREN(Sarscov2 免疫与再感染评估)研究方案。
BMJ Open. 2022 Jun 28;12(6):e054336. doi: 10.1136/bmjopen-2021-054336.
3
Epidemiological profiles and outcomes of healthcare workers hospitalized for COVID-19 in five Sub-Saharan African countries: a cohort study.
撒哈拉以南非洲五个国家中因新冠肺炎住院的医护人员的流行病学概况及结局:一项队列研究
F1000Res. 2024 Jun 18;13:655. doi: 10.12688/f1000research.150775.1. eCollection 2024.
4
Risk of SARS-CoV-2 infection before and after the Omicron wave in a cohort of healthcare workers in Ontario, Canada.加拿大安大略省一组医护人员在奥密克戎毒株浪潮前后感染新冠病毒的风险。
BMC Infect Dis. 2025 Feb 7;25(1):183. doi: 10.1186/s12879-025-10580-8.
5
Healthcare workers safety: a cohort study using healthcare utilisation databases on vaccination and vaccine timeliness impact against SARS-CoV-2 infection.医护人员安全:一项队列研究,利用医疗保健利用数据库评估疫苗接种及疫苗及时性对严重急性呼吸综合征冠状病毒2感染的影响
Sci Rep. 2025 Jan 2;15(1):162. doi: 10.1038/s41598-024-84100-0.
6
Impact of interventions to reduce nosocomial transmission of SARS-CoV-2 in English NHS Trusts: a computational modelling study.干预措施对减少英国国民保健署信托机构中 SARS-CoV-2 医院内传播的影响:一项计算建模研究。
BMC Infect Dis. 2024 May 7;24(1):475. doi: 10.1186/s12879-024-09330-z.
7
A mini review of reinfection with the SARS-CoV-2 Omicron variant.严重急性呼吸综合征冠状病毒2型奥密克戎变种再感染的小型综述。
Health Sci Rep. 2024 Apr 10;7(4):e2016. doi: 10.1002/hsr2.2016. eCollection 2024 Apr.
8
Evaluating pooled testing for asymptomatic screening of healthcare workers in hospitals.评估医院中无症状医护人员的混样检测筛查。
BMC Infect Dis. 2023 Dec 21;23(1):900. doi: 10.1186/s12879-023-08881-x.
9
The impact of SARS-CoV-2 on healthcare workers of a large University Hospital in the Veneto Region: risk of infection and clinical presentation in relation to different pandemic phases and some relevant determinants.SARS-CoV-2 对威尼托地区一家大型大学医院医护人员的影响:与不同大流行阶段相关的感染风险和临床特征,以及一些相关决定因素。
Front Public Health. 2023 Nov 30;11:1250911. doi: 10.3389/fpubh.2023.1250911. eCollection 2023.
10
Prehospital COVID-19 patients discharged at the scene - an observational study.现场出院的 COVID-19 患者-一项观察性研究。
BMC Emerg Med. 2023 Dec 6;23(1):145. doi: 10.1186/s12873-023-00915-6.
Increased risk of SARS-CoV-2 reinfection associated with emergence of Omicron in South Africa.南非出现奥密克戎后,SARS-CoV-2 再感染的风险增加。
Science. 2022 May 6;376(6593):eabn4947. doi: 10.1126/science.abn4947.
4
Duration of Protection against Mild and Severe Disease by Covid-19 Vaccines.新冠病毒疫苗对轻症和重症疾病的保护持续时间。
N Engl J Med. 2022 Jan 27;386(4):340-350. doi: 10.1056/NEJMoa2115481. Epub 2022 Jan 12.
5
Efficacy of FFP3 respirators for prevention of SARS-CoV-2 infection in healthcare workers.FFP3 呼吸器预防医护人员感染 SARS-CoV-2 的效果。
Elife. 2021 Nov 16;10:e71131. doi: 10.7554/eLife.71131.
6
Exponential growth, high prevalence of SARS-CoV-2, and vaccine effectiveness associated with the Delta variant.Delta 变异株导致的指数级增长、高 SARS-CoV-2 流行率和疫苗效力。
Science. 2021 Dec 17;374(6574):eabl9551. doi: 10.1126/science.abl9551.
7
Genomic reconstruction of the SARS-CoV-2 epidemic in England.英格兰地区 SARS-CoV-2 疫情的基因组重建。
Nature. 2021 Dec;600(7889):506-511. doi: 10.1038/s41586-021-04069-y. Epub 2021 Oct 14.
8
Covid-19: How many variants are there, and what do we know about them?新冠病毒:有多少种变体,我们对它们了解多少?
BMJ. 2021 Aug 19;374:n1971. doi: 10.1136/bmj.n1971.
9
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England.英格兰新冠病毒谱系组成的变化及德尔塔变异株的出现
EClinicalMedicine. 2021 Jul 31;39:101064. doi: 10.1016/j.eclinm.2021.101064. eCollection 2021 Sep.
10
Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence.SARS-CoV-2 谱系 B.1.1.7 出现的时空入侵动态。
Science. 2021 Aug 20;373(6557):889-895. doi: 10.1126/science.abj0113. Epub 2021 Jul 22.