Lindsey Wang, Nathan Berger, Pamela B Davis, David C Kaelber, Nora Volkow, Rong Xu
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A time-series regression model was used to model and predict time trends and seasonality.</p><p><strong>Setting: </strong>Multicenter and nationwide TriNetX Network in the USA.</p><p><strong>Participants: </strong>The study population comprised children aged 0-5 years who had medical visits during the period of January 2010 to January 2023.</p><p><strong>Results: </strong>The data included 29 013 937 medical visits for children aged 0<b>-</b>5 years (46.5% girls and 53.5% boys) from January 2010 through January 2023. From 2010 through 2019, the monthly incidence rate of first-time medically attended RSV infection in children aged 0<b>-</b>5 years followed a consistent seasonal pattern. Seasonal patterns of medically attended RSV infections were significantly disrupted during the COVID-19 pandemic. In 2020, the seasonal variation disappeared with a peak incidence rate of 20 cases per 1 000 000 person-days, a decrease of 97.4% from the expected peak rate (rate ratio or RR: 0.026, 95% CI 0.017 to 0.040). In 2021, the seasonality returned but started 4 months earlier, lasted for 9 months, and peaked in August at a rate of 753 cases per 1 000 000 person-days, a decrease of 9.6% from the expected peak rate (RR: 0.90, 95% CI 0.82 to 0.99). In 2022, the seasonal pattern is similar to prepandemic years but reached a historically high rate of 2182 cases per 10 000 000 person-days in November, an increase of 143% from the expected peak rate (RR: 2.43, 95% CI 2.25 to 2.63). The time trend and seasonality of the EHR-based medically attended RSV infections are consistent with those of RSV-associated hospitalisations from the Centers for Disease Control and Prevention (CDC) survey-based surveillance system.</p><p><strong>Conclusion: </strong>The findings show the disrupted seasonality during the COVID-19 pandemic and a historically high surge of paediatric RSV cases that required medical attention in 2022. Our study demonstrates the potential of EHRs as a cost-effective alternative for real-time pathogen and syndromic surveillance of unexpected disease patterns including RSV infection.</p>","PeriodicalId":44590,"journal":{"name":"Family Medicine and Community Health","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/09/ef/fmch-2023-002453.PMC10582996.pdf","citationCount":"0","resultStr":"{\"title\":\"Time trend and seasonality in medically attended respiratory syncytial virus (RSV) infections in US children aged 0-5 years, January 2010-January 2023.\",\"authors\":\"Lindsey Wang, Nathan Berger, Pamela B Davis, David C Kaelber, Nora Volkow, Rong Xu\",\"doi\":\"10.1136/fmch-2023-002453\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>The long-term time trend and seasonality variations of first-time medically attended respiratory syncytial virus (RSV) infections among young children are unknown. We aim to examine the time trend of medically attended first-time RSV infections among young children in the USA from January 2010 through January 2023.</p><p><strong>Design: </strong>This is a population-based cohort study using electronic health records (EHRs). Monthly incidence rate of medically attended first-time RSV infection (cases per 10 000 000 person-days). A time-series regression model was used to model and predict time trends and seasonality.</p><p><strong>Setting: </strong>Multicenter and nationwide TriNetX Network in the USA.</p><p><strong>Participants: </strong>The study population comprised children aged 0-5 years who had medical visits during the period of January 2010 to January 2023.</p><p><strong>Results: </strong>The data included 29 013 937 medical visits for children aged 0<b>-</b>5 years (46.5% girls and 53.5% boys) from January 2010 through January 2023. From 2010 through 2019, the monthly incidence rate of first-time medically attended RSV infection in children aged 0<b>-</b>5 years followed a consistent seasonal pattern. Seasonal patterns of medically attended RSV infections were significantly disrupted during the COVID-19 pandemic. In 2020, the seasonal variation disappeared with a peak incidence rate of 20 cases per 1 000 000 person-days, a decrease of 97.4% from the expected peak rate (rate ratio or RR: 0.026, 95% CI 0.017 to 0.040). In 2021, the seasonality returned but started 4 months earlier, lasted for 9 months, and peaked in August at a rate of 753 cases per 1 000 000 person-days, a decrease of 9.6% from the expected peak rate (RR: 0.90, 95% CI 0.82 to 0.99). In 2022, the seasonal pattern is similar to prepandemic years but reached a historically high rate of 2182 cases per 10 000 000 person-days in November, an increase of 143% from the expected peak rate (RR: 2.43, 95% CI 2.25 to 2.63). The time trend and seasonality of the EHR-based medically attended RSV infections are consistent with those of RSV-associated hospitalisations from the Centers for Disease Control and Prevention (CDC) survey-based surveillance system.</p><p><strong>Conclusion: </strong>The findings show the disrupted seasonality during the COVID-19 pandemic and a historically high surge of paediatric RSV cases that required medical attention in 2022. 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引用次数: 0
摘要
目的:幼儿首次就诊呼吸道合胞病毒(RSV)感染的长期时间趋势和季节性变化尚不清楚。我们的目的是研究2010年1月至2023年1月美国幼儿中首次接受医学治疗的呼吸道合胞病毒感染的时间趋势。设计:这是一项使用电子健康记录(EHR)的基于人群的队列研究。首次就诊的呼吸道合胞病毒感染的月发病率(每10万人日病例数)。使用时间序列回归模型对时间趋势和季节性进行建模和预测。背景:美国多中心和全国性的TriNetX网络。参与者:研究人群包括在2010年1月至2023年1月期间就诊的0-5岁儿童。结果:数据包括29 013 从2010年1月到2023年1月,为0-5岁儿童(46.5%为女孩,53.5%为男孩)进行了937次就诊。从2010年到2019年,0-5岁儿童首次就诊呼吸道合胞病毒感染的月发病率遵循一致的季节性模式。在新冠肺炎大流行期间,有医生参与的呼吸道合胞病毒感染的季节性模式被显著打乱。2020年,季节性变化消失,最高发病率为每1人20例 000 000人日,比预期峰值下降97.4%(比率或RR:0.02695% CI 0.017至0.040)。2021年,季节性回归,但提前4个月开始,持续9个月,并在8月达到峰值,发病率为753/1 000 000人日,比预期峰值下降9.6%(RR:0.90,95% CI 0.82至0.99)。2022年,季节性模式与疫情前年份相似,但在11月达到了每10万人日2182例的历史最高发病率,比预期峰值发病率增加了143%(RR:2.43,95% CI 2.25至2.63)。基于EHR的医学护理呼吸道合胞病毒感染的时间趋势和季节性与美国疾病控制与预防中心(CDC)基于调查的监测系统的呼吸道合胞肺炎相关住院的时间趋势一致。结论:研究结果显示,新冠肺炎大流行期间季节性中断,2022年需要医疗护理的儿科呼吸道合胞病毒病例激增,创历史新高。我们的研究证明了EHRs作为一种具有成本效益的替代品的潜力,可以实时监测包括呼吸道合胞病毒感染在内的意外疾病模式的病原体和症状。
Time trend and seasonality in medically attended respiratory syncytial virus (RSV) infections in US children aged 0-5 years, January 2010-January 2023.
Objective: The long-term time trend and seasonality variations of first-time medically attended respiratory syncytial virus (RSV) infections among young children are unknown. We aim to examine the time trend of medically attended first-time RSV infections among young children in the USA from January 2010 through January 2023.
Design: This is a population-based cohort study using electronic health records (EHRs). Monthly incidence rate of medically attended first-time RSV infection (cases per 10 000 000 person-days). A time-series regression model was used to model and predict time trends and seasonality.
Setting: Multicenter and nationwide TriNetX Network in the USA.
Participants: The study population comprised children aged 0-5 years who had medical visits during the period of January 2010 to January 2023.
Results: The data included 29 013 937 medical visits for children aged 0-5 years (46.5% girls and 53.5% boys) from January 2010 through January 2023. From 2010 through 2019, the monthly incidence rate of first-time medically attended RSV infection in children aged 0-5 years followed a consistent seasonal pattern. Seasonal patterns of medically attended RSV infections were significantly disrupted during the COVID-19 pandemic. In 2020, the seasonal variation disappeared with a peak incidence rate of 20 cases per 1 000 000 person-days, a decrease of 97.4% from the expected peak rate (rate ratio or RR: 0.026, 95% CI 0.017 to 0.040). In 2021, the seasonality returned but started 4 months earlier, lasted for 9 months, and peaked in August at a rate of 753 cases per 1 000 000 person-days, a decrease of 9.6% from the expected peak rate (RR: 0.90, 95% CI 0.82 to 0.99). In 2022, the seasonal pattern is similar to prepandemic years but reached a historically high rate of 2182 cases per 10 000 000 person-days in November, an increase of 143% from the expected peak rate (RR: 2.43, 95% CI 2.25 to 2.63). The time trend and seasonality of the EHR-based medically attended RSV infections are consistent with those of RSV-associated hospitalisations from the Centers for Disease Control and Prevention (CDC) survey-based surveillance system.
Conclusion: The findings show the disrupted seasonality during the COVID-19 pandemic and a historically high surge of paediatric RSV cases that required medical attention in 2022. Our study demonstrates the potential of EHRs as a cost-effective alternative for real-time pathogen and syndromic surveillance of unexpected disease patterns including RSV infection.
期刊介绍:
Family Medicine and Community Health (FMCH) is a peer-reviewed, open-access journal focusing on the topics of family medicine, general practice and community health. FMCH strives to be a leading international journal that promotes ‘Health Care for All’ through disseminating novel knowledge and best practices in primary care, family medicine, and community health. FMCH publishes original research, review, methodology, commentary, reflection, and case-study from the lens of population health. FMCH’s Asian Focus section features reports of family medicine development in the Asia-pacific region. FMCH aims to be an exemplary forum for the timely communication of medical knowledge and skills with the goal of promoting improved health care through the practice of family and community-based medicine globally. FMCH aims to serve a diverse audience including researchers, educators, policymakers and leaders of family medicine and community health. We also aim to provide content relevant for researchers working on population health, epidemiology, public policy, disease control and management, preventative medicine and disease burden. FMCH does not impose any article processing charges (APC) or submission charges.