2019冠状病毒病大流行背景下华南地区常见呼吸道病原体动态及肺炎支原体预测(2018-2023)

IF 1.6 4区 医学 Q3 BIOCHEMICAL RESEARCH METHODS
LinXiu Zeng , YangQianXi Wang , Bo Xiang , JinQiong Lin , WenChuang Zeng , JingYi Liang
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引用次数: 0

摘要

本研究调查了2019冠状病毒病大流行之前、期间和之后三个不同时期常见呼吸道病原体的流行病学特征,旨在确定随着非药物干预措施(npi)的逐步解除,呼吸道病原体传播是否会出现新的趋势。我们分析了流行前、流行期和流行后的差异。采用自回归综合移动平均(ARIMA)时间序列模型预测肺炎支原体(MP)感染的未来趋势。呼吸道合胞病毒感染以青少年为主,阳性率为46.73%,而呼吸道合胞病毒感染以新生儿为主,阳性率为24.30%,其次为婴幼儿,阳性率为14.74%。在COVID-19大流行之前,MP被确定为优势病原体。然而,在大流行期间,MP和甲型流感(IAV)的阳性检出率均明显下降,而呼吸道合胞病毒(RSV)的阳性检出率显著上升。在第三期,RSV趋势保持相对稳定,IVA水平与第一期前的水平一致。相反,MP的比例大幅上升,其检出率反弹至29.00%。乙型流感(IVB)和腺病毒(ADV)的阳性检出率在这三个时期基本保持稳定。在这三个期间,注意到小儿麻痹症感染的年龄分布发生了变化,大多数病例发生在流行病发生后的3-17岁年龄组。此外,根据自回归综合移动平均(ARIMA)模型的预测,预计在未来几个月内,该病的流行趋势将有所下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The dynamics of common respiratory pathogens in southern china under the context of COVID-19 pandemic and prediction of mycoplasma pneumonia (2018–2023)
This study investigates the epidemiological characteristics of common respiratory pathogens across three distinct periods: before, during and after the COVID-19 pandemic, We aimed to determine whether new trends in the transmission of respiratory pathogens would emerge as non-pharmaceutical intervention (NPIs) were gradually lifted. We analyzed the differences observed between the pre-epidemic, epidemic and post-epidemic periods. An autoregressive integrated moving average (ARIMA) time series model was employed to predict future trends of Mycoplasma pneumoniae (MP) infections. MP infections were most prevalent among adolescents, exhibiting a positive rate of 46.73 %, whereas RSV infections were observed primarily in neonates with a rate of 24.30 %, followed by infants at 14.74 %. Before the COVID-19 pandemic, MP was identified as the predominant pathogen. However, during the pandemic, there was a marked decline in the positive detection rates of both MP and Influenza A( IAV), while the positive rate of respiratory syncytial virus (RSV)significantly increased. In period three, the trend of RSV remained relatively stable, and the levels of IAVwere consistent with those observed prior to the period one. Conversely, the proportion of MP rose substantially, with its detection rate rebounding to 29.00 %. The positive detection rates for Influenza B (IBV) and adenovirus (ADV) remained largely stable throughout the three periods. During the three periods, a shift in the age distribution of MP infections was noted, with the majority of cases occurring in the 3–17 year age group following the epidemic. Furthermore, according to the predictions of the Autoregressive Integrated Moving Average (ARIMA) model, a decline in the trend of MP epidemic is anticipated in the forthcoming few months.
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来源期刊
CiteScore
5.80
自引率
0.00%
发文量
209
审稿时长
41 days
期刊介绍: The Journal of Virological Methods focuses on original, high quality research papers that describe novel and comprehensively tested methods which enhance human, animal, plant, bacterial or environmental virology and prions research and discovery. The methods may include, but not limited to, the study of: Viral components and morphology- Virus isolation, propagation and development of viral vectors- Viral pathogenesis, oncogenesis, vaccines and antivirals- Virus replication, host-pathogen interactions and responses- Virus transmission, prevention, control and treatment- Viral metagenomics and virome- Virus ecology, adaption and evolution- Applied virology such as nanotechnology- Viral diagnosis with novelty and comprehensive evaluation. We seek articles, systematic reviews, meta-analyses and laboratory protocols that include comprehensive technical details with statistical confirmations that provide validations against current best practice, international standards or quality assurance programs and which advance knowledge in virology leading to improved medical, veterinary or agricultural practices and management.
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