• 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

模拟 SARS-CoV-2 奥密克戎在中国的传播。

Modeling transmission of SARS-CoV-2 Omicron in China.

机构信息

School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China.

Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China.

出版信息

Nat Med. 2022 Jul;28(7):1468-1475. doi: 10.1038/s41591-022-01855-7. Epub 2022 May 10.

DOI:10.1038/s41591-022-01855-7
PMID:35537471
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9307473/
Abstract

Having adopted a dynamic zero-COVID strategy to respond to SARS-CoV-2 variants with higher transmissibility since August 2021, China is now considering whether, and for how long, this policy can remain in place. The debate has thus shifted towards the identification of mitigation strategies for minimizing disruption to the healthcare system in the case of a nationwide epidemic. To this aim, we developed an age-structured stochastic compartmental susceptible-latent-infectious-removed-susceptible model of SARS-CoV-2 transmission calibrated on the initial growth phase for the 2022 Omicron outbreak in Shanghai, to project COVID-19 burden (that is, number of cases, patients requiring hospitalization and intensive care, and deaths) under hypothetical mitigation scenarios. The model also considers age-specific vaccine coverage data, vaccine efficacy against different clinical endpoints, waning of immunity, different antiviral therapies and nonpharmaceutical interventions. We find that the level of immunity induced by the March 2022 vaccination campaign would be insufficient to prevent an Omicron wave that would result in exceeding critical care capacity with a projected intensive care unit peak demand of 15.6 times the existing capacity and causing approximately 1.55 million deaths. However, we also estimate that protecting vulnerable individuals by ensuring accessibility to vaccines and antiviral therapies, and maintaining implementation of nonpharmaceutical interventions could be sufficient to prevent overwhelming the healthcare system, suggesting that these factors should be points of emphasis in future mitigation policies.

摘要

自 2021 年 8 月以来,中国采取了积极的动态“零新冠”策略来应对具有更高传播性的 SARS-CoV-2 变体,目前正在考虑是否以及在多长时间内可以继续实施该策略。因此,辩论的焦点已经转向确定缓解策略,以最大程度地减少在全国性流行情况下对医疗系统的干扰。为此,我们开发了一个年龄结构的随机房室传染病模型,对 2022 年上海奥密克戎疫情的初始增长阶段进行了校准,以预测假设缓解情景下 COVID-19 的负担(即病例数、需要住院和重症监护的患者以及死亡人数)。该模型还考虑了特定年龄的疫苗接种覆盖率数据、针对不同临床终点的疫苗效力、免疫力下降、不同的抗病毒疗法和非药物干预措施。我们发现,2022 年 3 月疫苗接种运动所诱导的免疫水平不足以预防奥密克戎波,预计重症监护病房的需求峰值将达到现有容量的 15.6 倍,导致约 155 万人死亡。然而,我们还估计,通过确保脆弱人群能够获得疫苗和抗病毒疗法,并维持非药物干预措施的实施,就可以防止医疗系统不堪重负,这表明这些因素应该是未来缓解政策的重点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/4b6a4fb36f57/41591_2022_1855_Fig10_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/36b6ebc72449/41591_2022_1855_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/ed07a746cec9/41591_2022_1855_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/93c5d6db5cd4/41591_2022_1855_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/a930a8a42597/41591_2022_1855_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/ea40b11c5e5e/41591_2022_1855_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/3d1d41d61218/41591_2022_1855_Fig6_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/bae108201db9/41591_2022_1855_Fig7_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/9c9019817941/41591_2022_1855_Fig8_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/e7b6fef39be2/41591_2022_1855_Fig9_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/4b6a4fb36f57/41591_2022_1855_Fig10_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/36b6ebc72449/41591_2022_1855_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/ed07a746cec9/41591_2022_1855_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/93c5d6db5cd4/41591_2022_1855_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/a930a8a42597/41591_2022_1855_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/ea40b11c5e5e/41591_2022_1855_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/3d1d41d61218/41591_2022_1855_Fig6_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/bae108201db9/41591_2022_1855_Fig7_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/9c9019817941/41591_2022_1855_Fig8_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/e7b6fef39be2/41591_2022_1855_Fig9_ESM.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/088e/9307473/4b6a4fb36f57/41591_2022_1855_Fig10_ESM.jpg

相似文献

1
Modeling transmission of SARS-CoV-2 Omicron in China.模拟 SARS-CoV-2 奥密克戎在中国的传播。
Nat Med. 2022 Jul;28(7):1468-1475. doi: 10.1038/s41591-022-01855-7. Epub 2022 May 10.
2
Assessing the feasibility of sustaining SARS-CoV-2 local containment in China in the era of highly transmissible variants.评估在高传播性变异株流行时期中国维持 SARS-CoV-2 局部控制的可行性。
BMC Med. 2022 Nov 15;20(1):442. doi: 10.1186/s12916-022-02640-6.
3
Temporary impact on medical system and effectiveness of mitigation strategies after COVID-19 policy adjustment in China: a modeling study.中国调整 COVID-19 政策后对医疗系统的临时影响和缓解策略的效果:建模研究。
Front Public Health. 2023 Dec 1;11:1259084. doi: 10.3389/fpubh.2023.1259084. eCollection 2023.
4
Epidemiological characteristics and transmission dynamics of the outbreak caused by the SARS-CoV-2 Omicron variant in Shanghai, China: a descriptive study.中国上海新型冠状病毒奥密克戎变异株引发疫情的流行病学特征及传播动力学:一项描述性研究
medRxiv. 2022 Jun 18:2022.06.11.22276273. doi: 10.1101/2022.06.11.22276273.
5
Impact of combination preventative interventions on hospitalization and death under the pandemic of SARS-CoV-2 Omicron variant in China.联合预防干预措施对中国新冠病毒奥密克戎变异株大流行期间住院率和死亡率的影响
J Med Virol. 2023 Jan;95(1):e28335. doi: 10.1002/jmv.28335.
6
Assessing the feasibility of sustaining SARS-CoV-2 local containment in China in the era of highly transmissible variants.评估在高传播性变异株时代在中国维持新冠病毒局部控制的可行性。
medRxiv. 2022 Jun 6:2022.05.07.22274792. doi: 10.1101/2022.05.07.22274792.
7
Transmission Characteristics and Inactivated Vaccine Effectiveness Against Transmission of SARS-CoV-2 Omicron BA.5 Variants in Urumqi, China.中国乌鲁木齐市 SARS-CoV-2 奥密克戎 BA.5 变异株传播特征和灭活疫苗对传播的有效性。
JAMA Netw Open. 2023 Mar 1;6(3):e235755. doi: 10.1001/jamanetworkopen.2023.5755.
8
Policy choices for Shanghai responding to challenges of Omicron.上海应对奥密克戎挑战的政策选择。
Front Public Health. 2022 Aug 9;10:927387. doi: 10.3389/fpubh.2022.927387. eCollection 2022.
9
COVID-19 vaccinations and rates of infections, hospitalizations, ICU admissions, and deaths in Europe during SARS-CoV-2 Omicron wave in the first quarter of 2022.2022 年第一季度,在欧洲 SARS-CoV-2 奥密克戎波期间,COVID-19 疫苗接种率与感染、住院、重症监护病房入院和死亡。
J Med Virol. 2023 Jan;95(1):e28131. doi: 10.1002/jmv.28131. Epub 2022 Sep 14.
10
The resurgence risk of COVID-19 in China in the presence of immunity waning and ADE: A mathematical modelling study.中国存在免疫减弱和抗体依赖性增强(ADE)时 COVID-19 复燃风险的数学建模研究。
Vaccine. 2022 Nov 22;40(49):7141-7150. doi: 10.1016/j.vaccine.2022.10.043. Epub 2022 Oct 26.

引用本文的文献

1
When Omicron knocks at door: An inverted U-shape relationship between virus proximity and prosocial behavior.当奥密克戎来袭:病毒亲近程度与亲社会行为之间的倒U形关系。
Fundam Res. 2023 Aug 7;5(3):1233-1245. doi: 10.1016/j.fmre.2023.07.003. eCollection 2025 May.
2
Assessing training needs and influencing factors among personnel at centers for disease control and prevention in northeast China: a cross-sectional study framed by SDT and TPB using machine learning techniques.评估中国东北地区疾病预防控制中心工作人员的培训需求及影响因素:一项基于自我决定理论和计划行为理论并运用机器学习技术的横断面研究
BMC Public Health. 2025 Jun 10;25(1):2157. doi: 10.1186/s12889-025-23393-w.
3

本文引用的文献

1
Effectiveness of an inactivated Covid-19 vaccine with homologous and heterologous boosters against Omicron in Brazil.巴西使用同源和异源加强针的灭活新冠疫苗对奥密克戎的有效性。
Nat Commun. 2022 Oct 6;13(1):5536. doi: 10.1038/s41467-022-33169-0.
2
Epidemiology of Infections with SARS-CoV-2 Omicron BA.2 Variant, Hong Kong, January-March 2022.2022 年 1 月至 3 月,香港 SARS-CoV-2 奥密克戎 BA.2 变异株感染的流行病学。
Emerg Infect Dis. 2022 Sep;28(9):1856-1858. doi: 10.3201/eid2809.220613. Epub 2022 Aug 1.
3
Vaccine effectiveness of one, two, and three doses of BNT162b2 and CoronaVac against COVID-19 in Hong Kong: a population-based observational study.
Natural Infection of Omicron BA.5.2 in Patients Provides Broad Immune Responses Against SARS-CoV-2.
奥密克戎BA.5.2在患者中的自然感染可引发针对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的广泛免疫反应。
Microorganisms. 2025 Mar 26;13(4):746. doi: 10.3390/microorganisms13040746.
4
Modeling-based design of adaptive control strategy for the effective preparation of 'Disease X'.基于建模的适应性控制策略设计,用于有效防范“X疾病”。
BMC Med Inform Decis Mak. 2025 Feb 19;25(1):92. doi: 10.1186/s12911-025-02920-0.
5
The strategy to control the outbreak of an emerging respiratory infectious disease in a simulated Chinese megacity.在一个模拟的中国特大城市中控制新发呼吸道传染病爆发的策略。
Heliyon. 2024 Dec 24;11(1):e41383. doi: 10.1016/j.heliyon.2024.e41383. eCollection 2025 Jan 15.
6
Estimating cumulative infection rate of COVID-19 after adjusting the dynamic zero-COVID policy in China.调整中国动态清零政策后估算新冠病毒病的累计感染率
Infect Dis Model. 2024 Dec 18;10(2):429-438. doi: 10.1016/j.idm.2024.12.012. eCollection 2025 Jun.
7
Detrimental Effects of Anti-Nucleocapsid Antibodies in SARS-CoV-2 Infection, Reinfection, and the Post-Acute Sequelae of COVID-19.抗核衣壳抗体在严重急性呼吸综合征冠状病毒2感染、再感染及冠状病毒病2019急性后遗症中的有害作用
Pathogens. 2024 Dec 15;13(12):1109. doi: 10.3390/pathogens13121109.
8
Effectiveness of a scenario-based, community-based intervention in containing COVID-19 in China.在中国,一种基于情景、以社区为基础的干预措施在遏制新冠疫情方面的有效性。
Front Public Health. 2024 Nov 27;12:1449305. doi: 10.3389/fpubh.2024.1449305. eCollection 2024.
9
Clinical outcomes of Omicron infection and vaccine acceptance among pediatric liver transplant recipients: insights from a cross-sectional survey.奥密克戎感染和疫苗接种在儿科肝移植受者中的临床结局:来自横断面调查的见解。
Virol J. 2024 Nov 22;21(1):299. doi: 10.1186/s12985-024-02531-7.
10
Modeling the Impact of Ensitrelvir on SARS-CoV-2 Dynamics and Its Application for Assessment of Transmission Mitigation of Patients with COVID-19.恩昔瑞韦对严重急性呼吸综合征冠状病毒2动力学的影响建模及其在评估2019冠状病毒病患者传播缓解中的应用
Infect Dis Ther. 2024 Nov;13(11):2377-2393. doi: 10.1007/s40121-024-01046-6. Epub 2024 Oct 7.
BNT162b2 和科兴疫苗一剂、两剂和三剂对香港 COVID-19 的疫苗有效性:基于人群的观察性研究。
Lancet Infect Dis. 2022 Oct;22(10):1435-1443. doi: 10.1016/S1473-3099(22)00345-0. Epub 2022 Jul 15.
4
Intrinsic generation time of the SARS-CoV-2 Omicron variant: An observational study of household transmission.严重急性呼吸综合征冠状病毒2型奥密克戎变异株的固有代时:一项家庭传播的观察性研究。
Lancet Reg Health Eur. 2022 Aug;19:100446. doi: 10.1016/j.lanepe.2022.100446. Epub 2022 Jul 1.
5
Incidence Rates and Clinical Outcomes of SARS-CoV-2 Infection With the Omicron and Delta Variants in Children Younger Than 5 Years in the US.美国 5 岁以下儿童感染奥密克戎和德尔塔变异株的发病率和临床结局。
JAMA Pediatr. 2022 Aug 1;176(8):811-813. doi: 10.1001/jamapediatrics.2022.0945.
6
The Dynamic COVID-Zero Strategy in China.中国的动态清零战略
China CDC Wkly. 2022 Jan 28;4(4):74-75. doi: 10.46234/ccdcw2022.015.
7
Generation time of the alpha and delta SARS-CoV-2 variants: an epidemiological analysis.阿尔法和德尔塔 SARS-CoV-2 变异株的生成时间:一项流行病学分析。
Lancet Infect Dis. 2022 May;22(5):603-610. doi: 10.1016/S1473-3099(22)00001-9. Epub 2022 Feb 14.
8
Hospitalizations of Children and Adolescents with Laboratory-Confirmed COVID-19 - COVID-NET, 14 States, July 2021-January 2022.儿童和青少年因实验室确诊的 COVID-19 住院-COVID-NET,14 个州,2021 年 7 月-2022 年 1 月。
MMWR Morb Mortal Wkly Rep. 2022 Feb 18;71(7):271-278. doi: 10.15585/mmwr.mm7107e4.
9
Oral Nirmatrelvir for High-Risk, Nonhospitalized Adults with Covid-19.奈玛特韦片/利托那韦片组合包装口服药用于伴有进展为重症高风险因素的 COVID-19 门诊患者。
N Engl J Med. 2022 Apr 14;386(15):1397-1408. doi: 10.1056/NEJMoa2118542. Epub 2022 Feb 16.
10
Clinical Characteristics and Outcomes Among Adults Hospitalized with Laboratory-Confirmed SARS-CoV-2 Infection During Periods of B.1.617.2 (Delta) and B.1.1.529 (Omicron) Variant Predominance - One Hospital, California, July 15-September 23, 2021, and December 21, 2021-January 27, 2022.2021 年 7 月 15 日至 9 月 23 日和 2021 年 12 月 21 日至 2022 年 1 月 27 日期间,加利福尼亚州一家医院因实验室确诊的 SARS-CoV-2 感染住院的成年人的临床特征和结局,期间 B.1.617.2(德尔塔)和 B.1.1.529(奥密克戎)变异株占主导地位。
MMWR Morb Mortal Wkly Rep. 2022 Feb 11;71(6):217-223. doi: 10.15585/mmwr.mm7106e2.