public health surveillance

公共卫生监测
  • 文章类型: Journal Article
    背景:下呼吸道感染(LRTI)对老年人构成严重威胁,但可能由于非典型表现而未被诊断。在这里,我们评估了与年轻人(<65y)相比,老年人(≥65y)的LRTI症状特征和综合征(基于症状的)病例确定。
    方法:我们纳入了布里斯托尔两家急性护理信托基金收治的确诊LRTI的成年人(≥18y),英国从2020年8月1日-2022年7月31日。使用Logistic回归评估年龄≥65岁是否降低了符合综合征LRTI病例定义的概率,使用患者入院时的症状。我们还计算了相对症状频率(对数比值比),并评估了不同年龄段的症状如何聚集。
    结果:在17,620例临床证实的LRTI病例中,8,487(48.1%)的症状符合病例定义。与那些不符合定义的人相比,这些案件更年轻,患有严重的疾病,并且不太可能接受SARS-CoV-2疫苗接种或患有活动性SARS-CoV-2感染。该组中痴呆/认知障碍的患病率和合并症的水平较低。在控制性行为后,痴呆症和合并症,年龄≥65岁显著降低了符合病例定义的概率(aOR=0.67,95%CI:0.63-0.71).年龄≥65岁的病例不太可能出现发烧和LRTI特异性症状(例如,胸膜炎,痰液)比年轻病例,年龄≥85岁的人的特征是没有咳嗽,但经常混乱和跌倒。
    结论:在该住院队列中,LRTI症状谱随着年龄的增加而发生了显著变化。标准筛查方案可能无法根据症状检测LRTI的较老和较脆弱的病例。
    BACKGROUND: Lower Respiratory Tract Infections (LRTI) pose a serious threat to older adults but may be underdiagnosed due to atypical presentations. Here we assess LRTI symptom profiles and syndromic (symptom-based) case ascertainment in older (≥ 65y) as compared to younger adults (< 65y).
    METHODS: We included adults (≥ 18y) with confirmed LRTI admitted to two acute care Trusts in Bristol, UK from 1st August 2020- 31st July 2022. Logistic regression was used to assess whether age ≥ 65y reduced the probability of meeting syndromic LRTI case definitions, using patients\' symptoms at admission. We also calculated relative symptom frequencies (log-odds ratios) and evaluated how symptoms were clustered across different age groups.
    RESULTS: Of 17,620 clinically confirmed LRTI cases, 8,487 (48.1%) had symptoms meeting the case definition. Compared to those not meeting the definition these cases were younger, had less severe illness and were less likely to have received a SARS-CoV-2 vaccination or to have active SARS-CoV-2 infection. Prevalence of dementia/cognitive impairment and levels of comorbidity were lower in this group. After controlling for sex, dementia and comorbidities, age ≥ 65y significantly reduced the probability of meeting the case definition (aOR = 0.67, 95% CI:0.63-0.71). Cases aged ≥ 65y were less likely to present with fever and LRTI-specific symptoms (e.g., pleurisy, sputum) than younger cases, and those aged ≥ 85y were characterised by lack of cough but frequent confusion and falls.
    CONCLUSIONS: LRTI symptom profiles changed considerably with age in this hospitalised cohort. Standard screening protocols may fail to detect older and frailer cases of LRTI based on their symptoms.
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  • 文章类型: Journal Article
    CYD-TDV(Dengvaxia®)是第一个批准的登革热疫苗,2015年在巴西推出,面向9-44岁的个人。我们旨在评估CYD-TDV在预防有症状的登革热病例中的有效性,该活动针对巴拉那州选定城市的15-27岁的个人,巴西。此外,我们检查了登革热的历史,根据监控系统的记录,改变了疫苗的有效性。
    我们进行了病例队列分析,比较了疫苗接种的频率,至少服用一剂CYD-TDV,在通过RT-PCR确认的登革热个体中,由监测系统在2019年和2020年确定,目标人群的疫苗接种覆盖率。此外,在使用加权控制的案例控制设计中,我们评估了登革热作为疫苗有效性调节剂的历史。我们使用了逻辑随机效应回归模型,数据聚集在市政当局中,并结合了协变量,如运动前的登革热发病率,年龄,和性爱。我们计算疫苗有效性(VE)为(1-相对风险)×100%。
    确定了1869例登革热病例,其疫苗接种频率显著低于目标人群的总体疫苗接种覆盖率(50.3%vs.57.2%,分别为;总体VE:21.3%;95%置信区间[CI]:13.4%-28.4%)。在有登革热病史的人中,疫苗接种在降低登革热发病率方面的VE为71%(95%CI:58%-80%).然而,在没有登革热病史的个体中,接种疫苗与登革热总体风险的显著降低无关(VE:12%;95%CI:-21%~36%).在这最后一层,疫苗接种与DENV-1和DENV-4引起的病例减少相关,但DENV-2病例过多。
    疫苗接种导致目标人群中报告的登革热病例显着减少。病例对照设计表明,这种减少主要是由在有登革热病史的个体中观察到的益处驱动的。在血清学检测设施有限的流行地区,通过流行病学监测记录的既往登革热诊断史可用于筛选CYD-TDV疫苗的候选者.
    赛诺菲支持的研究。
    UNASSIGNED: CYD-TDV (Dengvaxia®) was the first dengue vaccine approved, launched in Brazil in 2015 for individuals aged 9-44 years. We aimed to estimate the effectiveness of CYD-TDV in preventing symptomatic dengue cases during a campaign targeting individuals aged 15-27 years in selected municipalities in Paraná, Brazil. Additionally, we examined whether a history of dengue, as recorded by the surveillance system, modified the vaccine\'s effectiveness.
    UNASSIGNED: We conducted a case-cohort analysis comparing the frequency of vaccination, with at least one dose of CYD-TDV, in individuals with dengue confirmed by RT-PCR, identified by the surveillance system during 2019 and 2020, with the vaccination coverage in the target population. Moreover, in a case-control design using weighted controls, we assessed the documented history of dengue as a modifier of the vaccine\'s effectiveness. We used a logistic random-effects regression model, with data clustered in municipalities and incorporating covariates such as the incidence of dengue before the campaign, age, and sex. We calculated vaccine effectiveness (VE) as (1-relative risk) x 100%.
    UNASSIGNED: 1869 dengue cases were identified, which had a vaccination frequency significantly lower than the overall vaccination coverage in the target population (50.3% vs. 57.2%, respectively; overall VE: 21.3%; 95% confidence interval [CI]: 13.4%-28.4%). In individuals with a documented history of dengue, vaccination had a VE of 71% (95% CI: 58%-80%) in reducing the incidence of dengue. However, vaccination was not associated with a significant reduction in the overall dengue case risk in individuals without a documented history of dengue (VE: 12%; 95% CI: -21% to 36%). In this last stratum, vaccination was associated with reduced cases due to DENV-1 and DENV-4, but an excess of DENV-2 cases.
    UNASSIGNED: Vaccination led to a significant reduction in reported dengue cases within the target population. The case-control design suggested that this reduction was primarily driven by the benefits observed in individuals with a documented history of dengue. In endemic regions with limited serological testing facilities, a previous history of dengue diagnosis recorded by epidemiological surveillance could be used to triage candidates for CYD-TDV vaccination.
    UNASSIGNED: Research supported by Sanofi.
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  • 文章类型: Journal Article
    阿富汗的持续不稳定,随着持续的疾病爆发和COVID-19大流行的影响,严重影响了这个国家。在COVID-19大流行期间,该国的检测和反应能力面临挑战。从初级到三级的所有医疗机构都进行了病例识别,但忽略了社区一级的病例,导致社区未被发现和不受控制的传播。这强调了基于事件的监视(EBS)可能促进的早期检测的错失机会。因此,阿富汗计划加强国家公共卫生监测系统的EBS部分,以提高快速发现和应对传染病暴发的能力,包括COVID-19和其他新兴疾病。采取这一努力是为了迅速减轻此类疫情的影响。我们对阿富汗的公共卫生监测系统进行了景观评估,以确定增强EBS的最佳方法,然后我们制定了实施工作计划。工作计划包括以下步骤:建立EBS多部门协调和工作组,识别EBS信息源,优先考虑重要的公共卫生事件,定义信号,建立报告机制,并制定标准操作程序和培训指南。EBS目前正在阿富汗的七个省进行试点。从试点阶段吸取的经验教训将支持其在全国的全面扩展。
    The sustained instability in Afghanistan, along with ongoing disease outbreaks and the impact of the COVID-19 pandemic, has significantly affected the country.During the COVID-19 pandemic, the country\'s detection and response capacities faced challenges. Case identification was done in all health facilities from primary to tertiary levels but neglected cases at the community level, resulting in undetected and uncontrolled transmission from communities. This emphasizes a missed opportunity for early detection that Event-Based Surveillance (EBS) could have facilitated.Therefore, Afghanistan planned to strengthen the EBS component of the national public health surveillance system to enhance the capacity for the rapid detection and response to infectious disease outbreaks, including COVID-19 and other emerging diseases. This effort was undertaken to promptly mitigate the impact of such outbreaks.We conducted a landscape assessment of Afghanistan\'s public health surveillance system to identify the best way to enhance EBS, and then we crafted an implementation work plan. The work plan included the following steps: establishing an EBS multisectoral coordination and working group, identifying EBS information sources, prioritizing public health events of importance, defining signals, establishing reporting mechanisms, and developing standard operating procedures and training guides.EBS is currently being piloted in seven provinces in Afghanistan. The lessons learned from the pilot phase will support its overall expansion throughout the country.
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  • 文章类型: Journal Article
    在日本,根据国家传染病流行病学监测(NESID)计划,作为流感监测的一部分,每周监测约5,000个哨点的流感病例(作为流感病例/哨点的数量)。一个限制是没有报告进行的流感测试的数量。分别,国家医院组织(NHO),拥有约140家医院,例行发布三个指标:流感测试的数量,流感阳性病例数,和测试积极性。我们使用2011年4月至2022年6月的NESID和NHO数据来评估多种指标监测流感活动的有用性。NHO和NESID指标的时间趋势相似,NHO指标水平与NESID指标水平密切相关。NHO数据中的流感阳性,然而,与NESID指标相比,显示出较早的上升和峰值时间。重要的是,通过非流行的夏季和2019年冠状病毒病的大流行,NHO医院继续进行大量的流感测试,结果显示病例数和测试阳性相当低。这些数据表明,相对较少的哨点足以监测全国的流感活动,and,利用多个指标可以增加我们对态势感知和数据解释的信心。
    In Japan, based on the National Epidemiological Surveillance of Infectious Diseases (NESID) Program, influenza cases from ~5,000 sentinel sites are monitored weekly as part of influenza surveillance (as number of influenza cases/sentinel site). One limitation is that the number of influenza tests conducted is not reported. Separately, the National Hospital Organization (NHO), with ~140 hospitals, routinely publishes three indicators: number of influenza tests, influenza-positive case counts, and test positivity. We used NESID and NHO data from April 2011 to June 2022 to assess the usefulness of multiple indicators to monitor influenza activity. Temporal trends of the NHO and NESID indicators were similar, and NHO indicator levels well-correlated with those of the NESID indicator. Influenza positivity in the NHO data, however, showed an earlier rise and peak time compared to the NESID indicator. Importantly, through the non-epidemic summer periods and the coronavirus disease 2019 pandemic, a sizable number of influenza tests continued to be done at NHO hospitals, with results showing considerably low case counts and test positivity. These data show that a relatively small number of sentinel sites is sufficient to monitor influenza activity nationally, and, that utilizing multiple indicators can increase our confidence in situational awareness and data interpretations.
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  • 文章类型: Journal Article
    背景:使用γ-羟基丁酸酯(GHB)与意外过量的高风险相关。这项研究检查了院前情况,西澳大利亚州(WA)经分析确认的GHB急诊科(ED)报告的人口统计学特征和临床结果。
    方法:本病例系列是针对参与澳大利亚新兴药物网络的三个WAED进行的,从2020年4月到2022年7月。患者人口统计学,从GHB确诊病例的救护车和医院医疗记录中收集院前药物暴露情况以及ED表现和结局特征.
    结果:在45个ED演示文稿中检测到GHB。中位年龄为34岁,53.3%(n=24)为女性。大多数患者通过救护车到达ED(n=37,85.7%)并需要立即紧急护理(澳大利亚分类评分1或2=97.8%)。三分之一的患者接受了重症监护(n=14,31.1%)。在37例(82.2%)GHB确诊病例中同时检测到甲基苯丙胺。首次记录的格拉斯哥昏迷评分≤8(n=29,64.4%)和患者的观察结果表明意识状态降低,或者被发现,在各种院前环境中\'无反应\'和\'无意识\'(n=28,62.2%)。在20例(44.4%)中记录了“躁动”和/或“不稳定”的精神状态和行为观察。
    结论:急性毒性ED报告的分析验证数据提供了关于药物使用趋势和新出现的公共卫生威胁的客观信息来源。在我们的研究中,出现GHB中毒的WAED患者严重不适,通常需要重症监护治疗。女性GHB中毒和甲基苯丙胺共同摄入的比例出乎意料地高,值得进一步探索。
    BACKGROUND: Gamma-hydroxybutyrate (GHB) use is associated with high risk of accidental overdose. This study examined the pre-hospital circumstances, demographic characteristics and clinical outcomes of analytically confirmed GHB emergency department (ED) presentations in Western Australia (WA).
    METHODS: This case series was conducted across three WA EDs involved in the Emerging Drugs Network of Australia, from April 2020 to July 2022. Patient demographics, pre-hospital drug exposure circumstances and ED presentation and outcome characteristics were collected from ambulance and hospital medical records of GHB-confirmed cases.
    RESULTS: GHB was detected in 45 ED presentations. The median age was 34 years and 53.3% (n = 24) were female. Most patients arrived at the ED by ambulance (n = 37, 85.7%) and required immediate emergency care (Australasian Triage Score 1 or 2 = 97.8%). One-third of patients were admitted to intensive care (n = 14, 31.1%). Methylamphetamine was co-detected in 37 (82.2%) GHB-confirmed cases. Reduced conscious state was indicated by first recorded Glasgow Coma Scale of ≤8 (n = 29, 64.4%) and observations of patients becoming, or being found, \'unresponsive\' and \'unconscious\' in various pre-hospital settings (n = 28, 62.2%). \'Agitated\' and/or \'erratic\' mental state and behavioural observations were recorded in 20 (44.4%) cases.
    CONCLUSIONS: Analytically verified data from ED presentations with acute toxicity provides an objective information source on drug use trends and emerging public health threats. In our study, patients presenting to WA EDs with GHB intoxication were acutely unwell, often requiring intensive care treatment. The unexpectedly high proportion of female GHB intoxications and methylamphetamine co-ingestion warrants further exploration.
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  • 文章类型: Review
    疾病的传播依赖于多种因素,包括事件的特征,比如拥挤和共享住宿,参与者长时间接触和密切接触传染性个体的潜力,活动的类型,以及参与者的特点,例如他们的年龄和对传染因子的免疫力[1-3]。有效控制传染病的爆发需要在高风险环境中进行快速诊断和干预。因此,综合征和基于事件的监测可用于增强监测系统的响应能力[1]。在公共卫生方面,监视正在收集,分析,并跨时间解释数据,为决策和援助政策执行提供信息[1]。在这篇综述文章中,我们旨在概述这些原则,类型,uses,优势,以及监测系统的局限性,并强调早期预警系统对疾病监测收到的信息的重要性。该研究使用多个数据库进行了全面的文献检索,选择,并审查了涵盖不同类型监视系统的78篇文章,他们的应用,以及它们对控制传染病的影响。本文还介绍了朝圣聚会的案例研究,突出了发展,评估,以及预警系统对疾病监测收到的信息的反应的影响。研究得出的结论是,持续的疾病监测应伴随着精心设计的早期预警和反应系统,应不断努力评估和验证这些系统,以最大程度地减少报告延迟的风险并降低爆发的风险。
    Disease transmission is dependent on a variety of factors, including the characteristics of an event, such as crowding and shared accommodations, the potential of participants having prolonged exposure and close contact with infectious individuals, the type of activities, and the characteristics of the participants, such as their age and immunity to infectious agents [1-3]. Effective control of outbreaks of infectious diseases requires rapid diagnosis and intervention in high-risk settings. As a result, syndromic and event-based surveillance may be used to enhance the responsiveness of the surveillance system [1]. In public health, surveillance is collecting, analyzing, and interpreting data across time to inform decision-making and aid policy implementation [1]. In this review article we aimed to provide an overview of the principles, types, uses, advantages, and limitations of surveillance systems and to highlight the importance of early warning systems in response to the information received by disease surveillance. The study conducted a comprehensive literature search using several databases, selecting, and reviewing 78 articles that covered different types of surveillance systems, their applications, and their impact on controlling infectious diseases. The article also presents a case study from the Hajj gathering, which highlighted the development, evaluation, and impact of early warning systems on response to the information received by disease surveillance. The study concludes that ongoing disease surveillance should be accompanied by well-designed early warning and response systems, and continuous efforts should be invested in evaluating and validating these systems to minimize the risk of reporting delays and reducing the risk of outbreaks.
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  • 文章类型: Journal Article
    志贺氏菌病通过粪-口途径传播,包括性活动。疾病控制和预防中心建议从被诊断患有志贺氏菌病的人中收集性史,以增强对其流行病学和爆发检测以及疾病预防信息设计的了解,尽管个别司法管辖区决定是否以及如何做到这一点。此外,肠道疾病面试者通常接受深入的一般面试培训,但往往不是性史提问训练。该项目的目标是通过收集美国州卫生机构的信息并评估科罗拉多州被诊断患有志贺氏菌病的人的性史数据,从而为有关志贺氏菌病访谈中询问的性史问题的国家实践提供信息。从2021年11月到2022年1月,从美国州卫生部门收集了有关据报患有志贺氏菌病的人的性史问题的信息以及随附的培训资源。还评估了2018年至2022年科罗拉多州应报告疾病数据库中志贺氏菌性史问题的数据完整性和质量。48个州中,54%的人报告说,在志贺氏菌病访谈期间,他们经常询问所有成年人的性史。44个州中,18%的人表示有随行的面试官培训材料。在科罗拉多,男性对最近与男性和女性伴侣的性接触问题的未知/缺失回答比例(3.3%未知和3.3%缺失)低于女性(5.4%和6.2%),在66岁及以上人群中最高(6.7%和10%).在那些报告新性伴侣的人中,93.5%表示他们是如何见面的。对科罗拉多州数据的评估表明,常规收集完整的,高品质,从所有据报患有志贺氏菌病的成年人中获得可行的性病史数据是可行的.近一半的答复国表示没有这样做,很少有培训资源。我们建议培训肠道疾病面试者,定期询问所有据报患有志贺氏菌病的成年人的性史,包括新的合作伙伴会议地点。
    Shigellosis is spread through the fecal-oral route, including sexual activity. The Centers for Disease Control and Prevention recommends collecting a sexual history from people diagnosed with shigellosis to enhance the understanding of its epidemiology and outbreak detection and the design of disease prevention messaging, although individual jurisdictions decide if and how this is done. Moreover, enteric disease interviewers typically receive in-depth general interviewing training, but often not sexual history question training. The goal of this project was to inform national practices around sexual history questions asked during shigellosis interviews by collecting information from U.S. state health agencies and evaluating sexual history data from people diagnosed with shigellosis in Colorado. From November 2021 to January 2022, information on sexual history questions asked of persons with reported shigellosis and accompanying training resources were collected from U.S. state health departments. Data completeness and quality of shigellosis sexual history questions from Colorado\'s notifiable disease database from 2018 to 2022 were also evaluated. Of 48 states, 54% reported routinely asking all adults about their sexual history during shigellosis interviews. Of 44 states, 18% indicated having accompanying training materials for interviewers. In Colorado, the proportion of unknown/missing responses to questions about recent sexual contact with male and female partners was lower for males (3.3% unknown and 3.3% missing) than females (5.4% and 6.2%) and highest among those 66 years and older (6.7% and 10%). Among those reporting new sexual partners, 93.5% indicated how they met. The evaluation of Colorado data demonstrates that routine collection of complete, high-quality, actionable sexual history data from all adults with reported shigellosis is feasible. Nearly half of the responding states indicated not doing so, and few had training resources. We recommend training enteric disease interviewers to routinely ask all adults with reported shigellosis about their sexual history, including new partner meeting location.
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  • 文章类型: Journal Article
    确定在学术卫生中心对COVID-19的初始eCR实施之外,对29种可报告病症扩大电子病例报告(eCR)的经济成本或收益。
    投资回报率(ROI)框架用于从5年时间范围内的学术卫生系统的角度量化eCR扩张的经济影响。进行了敏感性分析,以评估关键因素,如人员成本,通货膨胀,和扩展条件的数量。
    实施年度的总实施成本估计为5031.46美元。在29种情况下扩展eCR的5年ROI预计为142%(节省的净现值:7166美元)。根据年度投资回报率,估计表明,扩大eCR所节省的资金将在大约4.8年内支付实施成本。所有敏感性分析都为eCR的扩展产生了很强的ROI。
    我们的研究结果表明,UHealth的eCR扩展具有很高的ROI,观察到最显著的成本节约,在所有可报告的条件下实施eCR。建议尽早确保数据质量,以加快从并行报告到生产的过渡,以提高医疗保健组织的ROI。这项研究表明,在学术健康环境中,将eCR扩展到除COVID-19之外的其他可报告病症,具有积极的ROI,例如UHealth。虽然这项评估侧重于5年的时间范围,潜在的好处可能会进一步扩大。
    UNASSIGNED: Determine the economic cost or benefit of expanding electronic case reporting (eCR) for 29 reportable conditions beyond the initial eCR implementation for COVID-19 at an academic health center.
    UNASSIGNED: The return on investment (ROI) framework was used to quantify the economic impact of the expansion of eCR from the perspective of an academic health system over a 5-year time horizon. Sensitivity analyses were performed to assess key factors such as personnel cost, inflation, and number of expanded conditions.
    UNASSIGNED: The total implementation costs for the implementation year were estimated to be $5031.46. The 5-year ROI for the expansion of eCR for the 29 conditions is expected to be 142% (net present value of savings: $7166). Based on the annual ROI, estimates suggest that the savings from the expansion of eCR will cover implementation costs in approximately 4.8 years. All sensitivity analyses yielded a strong ROI for the expansion of eCR.
    UNASSIGNED: Our findings suggest a strong ROI for the expansion of eCR at UHealth, with the most significant cost savings observed implementing eCR for all reportable conditions. An early effort to ensure data quality is recommended to expedite the transition from parallel reporting to production to improve the ROI for healthcare organizations. This study demonstrates a positive ROI for the expansion of eCR to additional reportable conditions beyond COVID-19 in an academic health setting, such as UHealth. While this evaluation focuses on the 5-year time horizon, the potential benefit could extend further.
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  • 文章类型: Journal Article
    在Covid-19大流行期间,社会距离中断了接触驱动的传染性病原体如诺如病毒的传播模式。由于在大流行期间对诺如病毒的常规监测也被中断,仅依赖于过去的公共卫生监测数据的传统天真预测可能无法可靠地代表诺如病毒的活动。这项研究调查了使用统计模型来预测Covid-19大流行之前和期间英格兰诺如病毒实验室报告的数量提前4周,从而为英格兰诺如病毒监测的现有做法提供见解。我们比较了三种预测方法的预测性能,这些方法假设诺如病毒数据的基础结构不同,并利用了各种外部数据源,包括移动性,气温和相对互联网搜索(时间序列和正则化广义线性模型,和分位数回归森林)。使用多个指标评估每种方法的性能,包括相对于传统的五个季节平均值的幼稚预测的相对预测误差。我们的数据表明,这三种预测方法都比幼稚预测提高了预测性能,特别是在2020/21赛季(30-45%相对改善),当诺如病毒报告数量减少。大流行前的改善幅度为7%至22%。然而,性能各不相同:结合互联网搜索的正则回归显示了大流行前的最佳预测分数,时间序列方法在大流行后没有外部数据。总的来说,我们的结果表明,考虑采用更复杂的预测工具对公共卫生有重要的价值,超越传统的幼稚方法,并利用可用的软件来提高英格兰诺如病毒监测的准确性和及时性。
    Social distancing interrupted transmission patterns of contact-driven infectious agents such as norovirus during the Covid-19 pandemic. Since routine surveillance of norovirus was additionally disrupted during the pandemic, traditional naïve forecasts that rely only on past public health surveillance data may not reliably represent norovirus activity. This study investigates the use of statistical modelling to predict the number of norovirus laboratory reports in England 4-weeks ahead of time before and during Covid-19 pandemic thus providing insights to inform existing practices in norovirus surveillance in England. We compare the predictive performance from three forecasting approaches that assume different underlying structure of the norovirus data and utilized various external data sources including mobility, air temperature and relative internet searches (Time Series and Regularized Generalized Linear Model, and Quantile Regression Forest). The performance of each approach was evaluated using multiple metrics, including a relative prediction error against the traditional naive forecast of a five-season mean. Our data suggest that all three forecasting approaches improve predictive performance over the naïve forecasts, especially in the 2020/21 season (30-45% relative improvement) when the number of norovirus reports reduced. The improvement ranged from 7 to 22% before the pandemic. However, performance varied: regularized regression incorporating internet searches showed the best forecasting score pre-pandemic and the time series approach achieved the best results post pandemic onset without external data. Overall, our results demonstrate that there is a significant value for public health in considering the adoption of more sophisticated forecasting tools, moving beyond traditional naïve methods, and utilizing available software to enhance the precision and timeliness of norovirus surveillance in England.
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  • 文章类型: Journal Article
    我们确定了未经治疗的水中SARS-CoV-2负荷和COVID-19病例与Omicron变种(2020年9月至2021年11月)之前在皮尔市的2个污水处理厂住院的患者之间的相关性,安大略省,加拿大。使用预Omicron相关性,我们估计了Omicron暴发期间(2021年11月至2022年6月)的COVID-19病例。我们使用了Peel的2个污水处理厂(Clarkson和G.E.Booth)的SARS-CoV-2废水负荷与COVID-19病例和Omicron爆发前患者住院之间的相关性。废水SARS-CoV-2负荷与COVID-19病例之间的相关性最强发生在采样后1天(r=0.911)。废水负荷与COVID-19患者住院率之间最强的相关性发生在采样后4天(r=0.819)。在2022年4月OmicronBA.2爆发的高峰期,由于临床试验的变化,报告的COVID-19病例被低估了19倍。废水数据为当地决策提供了信息,是COVID-19监测系统的有用组成部分。
    We determined correlations between SARS-CoV-2 load in untreated water and COVID-19 cases and patient hospitalizations before the Omicron variant (September 2020-November 2021) at 2 wastewater treatment plants in the Regional Municipality of Peel, Ontario, Canada. Using pre-Omicron correlations, we estimated incident COVID-19 cases during Omicron outbreaks (November 2021-June 2022). The strongest correlation between wastewater SARS-CoV-2 load and COVID-19 cases occurred 1 day after sampling (r = 0.911). The strongest correlation between wastewater load and COVID-19 patient hospitalizations occurred 4 days after sampling (r = 0.819). At the peak of the Omicron BA.2 outbreak in April 2022, reported COVID-19 cases were underestimated 19-fold because of changes in clinical testing. Wastewater data provided information for local decision-making and are a useful component of COVID-19 surveillance systems.
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