• 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

基于人群的时间序列研究与分布式滞后非线性模型:按年龄、性别和亚型/谱系划分的与流感相关的超额死亡率。

Influenza-Associated Excess Mortality by Age, Sex, and Subtype/Lineage: Population-Based Time-Series Study With a Distributed-Lag Nonlinear Model.

机构信息

State Key Laboratory of Organ Failure Research, Department of Biostatistics, School of Public Health, Southern Medical University, Guangzhou, China.

Guangzhou Center for Disease Control and Prevention, Guangzhou, China.

出版信息

JMIR Public Health Surveill. 2023 Jan 11;9:e42530. doi: 10.2196/42530.

DOI:10.2196/42530
PMID:36630176
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9878364/
Abstract

BACKGROUND

Accurate estimation of the influenza death burden is of great significance for influenza prevention and control. However, few studies have considered the short-term harvesting effects of influenza on mortality when estimating influenza-associated excess deaths by cause of death, age, sex, and subtype/lineage.

OBJECTIVE

This study aimed to estimate the cause-, age-, and sex-specific excess mortality associated with influenza and its subtypes and lineages in Guangzhou from 2015 to 2018.

METHODS

Distributed-lag nonlinear models were fitted to estimate the excess mortality related to influenza subtypes or lineages for different causes of death, age groups, and sex based on daily time-series data for mortality, influenza, and meteorological factors.

RESULTS

A total of 199,777 death certificates were included in the study. The average annual influenza-associated excess mortality rate (EMR) was 25.06 (95% empirical CI [eCI] 19.85-30.16) per 100,000 persons; 7142 of 8791 (81.2%) deaths were due to respiratory or cardiovascular mortality (EMR 20.36, 95% eCI 16.75-23.74). Excess respiratory and cardiovascular deaths in people aged 60 to 79 years and those aged ≥80 years accounted for 32.9% (2346/7142) and 63.7% (4549/7142) of deaths, respectively. The male to female ratio (MFR) of excess death from respiratory diseases was 1.34 (95% CI 1.17-1.54), while the MFR for excess death from cardiovascular disease was 0.72 (95% CI 0.63-0.82). The average annual excess respiratory and cardiovascular mortality rates attributed to influenza A (H3N2), B/Yamagata, B/Victoria, and A (H1N1) were 8.47 (95% eCI 6.60-10.30), 5.81 (95% eCI 3.35-8.25), 3.68 (95% eCI 0.81-6.49), and 2.83 (95% eCI -1.26 to 6.71), respectively. Among these influenza subtypes/lineages, A (H3N2) had the highest excess respiratory and cardiovascular mortality rates for people aged 60 to 79 years (20.22, 95% eCI 14.56-25.63) and ≥80 years (180.15, 95% eCI 130.75-227.38), while younger people were more affected by A (H1N1), with an EMR of 1.29 (95% eCI 0.07-2.32). The mortality displacement of influenza A (H1N1), A (H3N2), and B/Yamagata was 2 to 5 days, but 5 to 13 days for B/Victoria.

CONCLUSIONS

Influenza was associated with substantial mortality in Guangzhou, occurring predominantly in the elderly, even after considering mortality displacement. The mortality burden of influenza B, particularly B/Yamagata, cannot be ignored. Contrasting sex differences were found in influenza-associated excess mortality from respiratory diseases and from cardiovascular diseases; the underlying mechanisms need to be investigated in future studies. Our findings can help us better understand the magnitude and time-course of the effect of influenza on mortality and inform targeted interventions for mitigating the influenza mortality burden, such as immunizations with quadrivalent vaccines (especially for older people), behavioral campaigns, and treatment strategies.

摘要

背景

准确估计流感死亡负担对于流感的预防和控制具有重要意义。然而,在通过死因、年龄、性别和亚型/谱系估计与流感相关的超额死亡人数时,很少有研究考虑到流感对死亡率的短期收割效应。

目的

本研究旨在估计 2015 年至 2018 年广州因流感及其亚型和谱系导致的死因、年龄和性别特异性超额死亡率。

方法

基于死亡率、流感和气象因素的每日时间序列数据,使用分布式滞后非线性模型来估计不同死因、年龄组和性别的流感亚型或谱系相关的超额死亡率。

结果

共纳入 199777 份死亡证明。平均每年与流感相关的超额死亡率(EMR)为 25.06(95%经验置信区间[eCI] 19.85-30.16)/100000 人;8791 例死亡中有 7142 例(81.2%)归因于呼吸或心血管死亡(EMR 20.36,95% eCI 16.75-23.74)。60-79 岁和≥80 岁人群的超额呼吸和心血管死亡分别占死亡人数的 32.9%(2346/7142)和 63.7%(4549/7142)。呼吸疾病超额死亡的男女比(MFR)为 1.34(95%置信区间 1.17-1.54),而心血管疾病超额死亡的 MFR 为 0.72(95%置信区间 0.63-0.82)。甲型流感(H3N2)、乙型流感(Yamagata 株)、乙型流感(Victoria 株)和甲型流感(H1N1)导致的平均每年超额呼吸和心血管死亡率分别为 8.47(95% eCI 6.60-10.30)、5.81(95% eCI 3.35-8.25)、3.68(95% eCI 0.81-6.49)和 2.83(95% eCI -1.26 至 6.71)。在这些流感亚型/谱系中,甲型流感(H3N2)对 60-79 岁(20.22,95% eCI 14.56-25.63)和≥80 岁(180.15,95% eCI 130.75-227.38)人群的超额呼吸和心血管死亡率最高,而年轻人则更容易受到甲型流感(H1N1)的影响,其 EMR 为 1.29(95% eCI 0.07-2.32)。甲型流感(H1N1)、甲型流感(H3N2)和乙型流感(Yamagata 株)的死亡率转移为 2-5 天,而乙型流感(Victoria 株)的死亡率转移为 5-13 天。

结论

流感在广州导致了大量的死亡,主要发生在老年人中,即使考虑到死亡率转移也是如此。乙型流感,特别是乙型流感(Yamagata 株)的死亡率负担不容忽视。流感相关的呼吸疾病和心血管疾病超额死亡率存在性别差异,其潜在机制需要在未来的研究中进行探讨。我们的研究结果可以帮助我们更好地了解流感对死亡率的影响程度和时间进程,并为减轻流感死亡负担提供有针对性的干预措施,例如为老年人接种四价疫苗(特别是老年人)、开展行为宣传活动和治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/3bbbd0661101/publichealth_v9i1e42530_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/5c80c99a7fcd/publichealth_v9i1e42530_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/2d422fe9bf4e/publichealth_v9i1e42530_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/3bbbd0661101/publichealth_v9i1e42530_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/5c80c99a7fcd/publichealth_v9i1e42530_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/2d422fe9bf4e/publichealth_v9i1e42530_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f54/9878364/3bbbd0661101/publichealth_v9i1e42530_fig3.jpg

相似文献

1
Influenza-Associated Excess Mortality by Age, Sex, and Subtype/Lineage: Population-Based Time-Series Study With a Distributed-Lag Nonlinear Model.基于人群的时间序列研究与分布式滞后非线性模型:按年龄、性别和亚型/谱系划分的与流感相关的超额死亡率。
JMIR Public Health Surveill. 2023 Jan 11;9:e42530. doi: 10.2196/42530.
2
Influenza-associated excess respiratory mortality in China, 2010-15: a population-based study.中国 2010-2015 年与流感相关的超额呼吸道死亡率:基于人群的研究。
Lancet Public Health. 2019 Sep;4(9):e473-e481. doi: 10.1016/S2468-2667(19)30163-X.
3
Mortality burden from seasonal influenza in Chongqing, China, 2012-2018.2012 - 2018年中国重庆季节性流感的死亡负担
Hum Vaccin Immunother. 2020 Jul 2;16(7):1668-1674. doi: 10.1080/21645515.2019.1693721. Epub 2020 Apr 28.
4
Mortality attributable to seasonal influenza in Greece, 2013 to 2017: variation by type/subtype and age, and a possible harvesting effect.2013 年至 2017 年希腊季节性流感所致死亡率:按病毒类型/亚型和年龄的变化,以及可能的收割效应。
Euro Surveill. 2019 Apr;24(14). doi: 10.2807/1560-7917.ES.2019.24.14.1800118.
5
Mortality burden of the 2009 A/H1N1 influenza pandemic in France: comparison to seasonal influenza and the A/H3N2 pandemic.法国 2009 年 A/H1N1 流感大流行的死亡负担:与季节性流感和 A/H3N2 大流行的比较。
PLoS One. 2012;7(9):e45051. doi: 10.1371/journal.pone.0045051. Epub 2012 Sep 20.
6
Excess pneumonia and influenza mortality attributable to seasonal influenza in subtropical Shanghai, China.中国亚热带地区上海因季节性流感导致的额外肺炎和流感死亡情况。
BMC Infect Dis. 2017 Dec 7;17(1):756. doi: 10.1186/s12879-017-2863-1.
7
Temporal patterns of influenza A subtypes and B lineages across age in a subtropical city, during pre-pandemic, pandemic, and post-pandemic seasons.在流行前、大流行期间和大流行后季节,在亚热带城市中按年龄划分的甲型和乙型流感亚型的时间模式。
BMC Infect Dis. 2019 Jan 25;19(1):89. doi: 10.1186/s12879-019-3689-9.
8
Age- and sex-specific excess mortality associated with influenza in Shanghai, China, 2010-2015.2010-2015 年中国上海与流感相关的年龄和性别特异性超额死亡率。
Int J Infect Dis. 2020 Sep;98:382-389. doi: 10.1016/j.ijid.2020.07.012. Epub 2020 Jul 12.
9
Estimating Influenza-associated Mortality in Korea: The 2009-2016 Seasons.韩国2009 - 2016年流感相关死亡率的估算
J Prev Med Public Health. 2019 Sep;52(5):308-315. doi: 10.3961/jpmph.19.156. Epub 2019 Aug 23.
10
Excess mortality associated with influenza after the 2009 H1N1 pandemic in a subtropical city in China, 2010-2015.2010 - 2015年中国亚热带城市2009年甲型H1N1流感大流行后与流感相关的超额死亡率
Int J Infect Dis. 2017 Apr;57:54-60. doi: 10.1016/j.ijid.2017.01.039. Epub 2017 Feb 3.

引用本文的文献

1
Influenza disease burden and the need for highly immunogenic vaccines in older adults: a narrative review.老年人的流感疾病负担及对高免疫原性疫苗的需求:一项叙述性综述
Ewha Med J. 2024 Jul;47(3):e35. doi: 10.12771/emj.2024.e35. Epub 2024 Jul 31.
2
Changes in influenza-associated excess mortality in China between 2012-2019 and 2020-2021: a population-based statistical modelling study.2012 - 2019年与2020 - 2021年中国流感相关超额死亡率的变化:一项基于人群的统计建模研究。
Infect Dis Poverty. 2025 Jun 20;14(1):52. doi: 10.1186/s40249-025-01323-7.
3
Influenza-Related Deaths in the Czech Republic Over 21 Seasons.

本文引用的文献

1
Prevention and Control of Seasonal Influenza with Vaccines: Recommendations of the Advisory Committee on Immunization Practices, United States, 2021-22 Influenza Season.疫苗预防和控制季节性流感:美国免疫实践咨询委员会在 2021-22 流感季的建议。
MMWR Recomm Rep. 2021 Aug 27;70(5):1-28. doi: 10.15585/mmwr.rr7005a1.
2
Quadrivalent influenza vaccine (Sinovac Biotech) for seasonal influenza prophylaxis.四价流感疫苗(科兴中维)用于季节性流感预防。
Expert Rev Vaccines. 2021 Jan;20(1):1-11. doi: 10.1080/14760584.2021.1875823. Epub 2021 Feb 1.
3
Age- and sex-specific excess mortality associated with influenza in Shanghai, China, 2010-2015.
捷克共和国21个季节期间与流感相关的死亡情况。
Influenza Other Respir Viruses. 2025 Mar;19(3):e70072. doi: 10.1111/irv.70072.
4
Rapid aging of influenza epidemics in China from 2005/06 to 2016/17: A population-based study.2005/06至2016/17年中国流感流行的快速老龄化:一项基于人群的研究。
Infect Dis Model. 2025 Feb 4;10(2):639-648. doi: 10.1016/j.idm.2025.02.003. eCollection 2025 Jun.
5
Observational Study on the Clinical Reality of Community-Acquired Respiratory Virus Infections in Adults and Older Individuals.成人及老年人社区获得性呼吸道病毒感染临床实际情况的观察性研究
Pathogens. 2024 Nov 9;13(11):983. doi: 10.3390/pathogens13110983.
6
Influenza vaccine allocation in tropical settings under constrained resources.资源受限情况下热带地区的流感疫苗分配
PNAS Nexus. 2024 Oct 1;3(10):pgae379. doi: 10.1093/pnasnexus/pgae379. eCollection 2024 Oct.
7
Course and complications of influenza A in seniors over 65 years of age.65 岁以上老年人甲型流感的病程和并发症。
Cent Eur J Public Health. 2024 Sep;32(3):155-159. doi: 10.21101/cejph.a7877.
8
Impact of Ambient Temperature on Mortality Burden and Spatial Heterogeneity in 16 Prefecture-Level Cities of a Low-Latitude Plateau Area in Yunnan Province: Time-Series Study.环境温度对云南省低纬度高原地区16个地级市死亡率负担及空间异质性的影响:时间序列研究
JMIR Public Health Surveill. 2024 Jul 23;10:e51883. doi: 10.2196/51883.
9
Influenza vaccination allocation in tropical settings under constrained resources.资源受限情况下热带地区的流感疫苗分配
medRxiv. 2024 Feb 9:2024.02.08.24302551. doi: 10.1101/2024.02.08.24302551.
2010-2015 年中国上海与流感相关的年龄和性别特异性超额死亡率。
Int J Infect Dis. 2020 Sep;98:382-389. doi: 10.1016/j.ijid.2020.07.012. Epub 2020 Jul 12.
4
Mortality burden from seasonal influenza in Chongqing, China, 2012-2018.2012 - 2018年中国重庆季节性流感的死亡负担
Hum Vaccin Immunother. 2020 Jul 2;16(7):1668-1674. doi: 10.1080/21645515.2019.1693721. Epub 2020 Apr 28.
5
Childhood immune imprinting to influenza A shapes birth year-specific risk during seasonal H1N1 and H3N2 epidemics.儿童时期对甲型流感的免疫印记塑造了季节性 H1N1 和 H3N2 流行期间与出生年份相关的风险。
PLoS Pathog. 2019 Dec 19;15(12):e1008109. doi: 10.1371/journal.ppat.1008109. eCollection 2019 Dec.
6
The epidemiological signature of influenza B virus and its B/Victoria and B/Yamagata lineages in the 21st century.21 世纪乙型流感病毒及其 B/维多利亚系和 B/山形系的流行病学特征。
PLoS One. 2019 Sep 12;14(9):e0222381. doi: 10.1371/journal.pone.0222381. eCollection 2019.
7
Influenza-associated excess respiratory mortality in China, 2010-15: a population-based study.中国 2010-2015 年与流感相关的超额呼吸道死亡率:基于人群的研究。
Lancet Public Health. 2019 Sep;4(9):e473-e481. doi: 10.1016/S2468-2667(19)30163-X.
8
Mortality attributable to seasonal influenza in Greece, 2013 to 2017: variation by type/subtype and age, and a possible harvesting effect.2013 年至 2017 年希腊季节性流感所致死亡率:按病毒类型/亚型和年龄的变化,以及可能的收割效应。
Euro Surveill. 2019 Apr;24(14). doi: 10.2807/1560-7917.ES.2019.24.14.1800118.
9
European all-cause excess and influenza-attributable mortality in the 2017/18 season: should the burden of influenza B be reconsidered?2017/18 年度欧洲全因超额死亡和流感相关死亡:是否应重新考虑乙型流感的负担?
Clin Microbiol Infect. 2019 Oct;25(10):1266-1276. doi: 10.1016/j.cmi.2019.02.011. Epub 2019 Feb 18.
10
Influenza vaccination coverage of population and the factors influencing influenza vaccination in mainland China: A meta-analysis.中国大陆人群流感疫苗接种率及影响因素的Meta 分析。
Vaccine. 2018 Nov 19;36(48):7262-7269. doi: 10.1016/j.vaccine.2018.10.045. Epub 2018 Oct 16.