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Increased measles and rubella seroprevalence in children using residual blood samples from health facilities and household serosurveys after supplementary immunization activities in two districts in India. 在印度两个地区开展补充免疫接种活动后,利用卫生机构和家庭血清调查的残留血样,提高了儿童的麻疹和风疹血清流行率。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-18 DOI: 10.1017/S0950268824001353
Christine Prosperi, Alvira Z Hasan, Amy K Winter, Itta Krishna Chaaithanya, Neha R Salvi, Sandeep Sharma, Avi Kumar Bansal, Sanjay L Chauhan, Ragini N Kulkarni, Abhishek Lachyan, Poonam Gawali, Mitali Kapoor, Arpit Kumar Shrivastava, Saurabh K Chonker, Vaishali Bhatt, Ojas Kaduskar, Gururaj Rao Deshpande, Ignacio Esteban, R Sabarinathan, Velusamy Saravana Kumar, Shaun A Truelove, Muthusamy Santhosh Kumar, Jeromie W Vivian Thangaraj, Lucky Sangal, Sanjay M Mehendale, Gajanan N Sapkal, Nivedita Gupta, Kyla Hayford, William J Moss, Manoj V Murhekar

Residual blood specimens provide a sample repository that could be analyzed to estimate and track changes in seroprevalence with fewer resources than household-based surveys. We conducted parallel facility and community-based cross-sectional serological surveys in two districts in India, Kanpur Nagar District, Uttar Pradesh, and Palghar District, Maharashtra, before and after a measles-rubella supplemental immunization activity (MR-SIA) from 2018 to 2019. Anonymized residual specimens from children 9 months to younger than 15 years of age were collected from public and private diagnostic laboratories and public hospitals and tested for IgG antibodies to measles and rubella viruses. Significant increases in seroprevalence were observed following the MR SIA using the facility-based specimens. Younger children whose specimens were tested at a public facility in Kanpur Nagar District had significantly lower rubella seroprevalence prior to the SIA compared to those attending a private hospital, but this difference was not observed following the SIA. Similar increases in rubella seroprevalence were observed in facility-based and community-based serosurveys following the MR SIA, but trends in measles seroprevalence were inconsistent between the two specimen sources. Despite challenges with representativeness and limited metadata, residual specimens can be useful in estimating seroprevalence and assessing trends through facility-based sentinel surveillance.

残留血液标本提供了一个样本库,通过对其进行分析,可以估算和跟踪血清流行率的变化,而所需的资源比基于家庭的调查要少。我们于 2018 年至 2019 年在印度北方邦坎普尔纳加尔区和马哈拉施特拉邦帕尔加尔区这两个地区开展了麻疹风疹补充免疫活动(MR-SIA)前后平行的设施和社区横断面血清学调查。我们从公共和私营诊断实验室以及公立医院收集了 9 个月至 15 岁以下儿童的匿名残留标本,并对其进行了麻疹和风疹病毒 IgG 抗体检测。使用设施标本进行 MR SIA 后,观察到血清流行率显著增加。与在私立医院就诊的儿童相比,在坎普尔纳加尔区公共机构检测标本的幼儿在 SIA 之前的风疹血清流行率明显较低,但在 SIA 之后没有观察到这种差异。在 MR SIA 之后进行的基于医疗机构和社区的血清调查中,观察到风疹血清阳性率出现了类似的增长,但两种样本来源的麻疹血清阳性率趋势并不一致。尽管在代表性和有限的元数据方面存在挑战,但残留标本在通过基于设施的哨点监测来估计血清流行率和评估趋势方面还是很有用的。
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引用次数: 0
Adenovirus 41 diversity in Arizona (USA) using wastewater-based epidemiology, long-range PCR, and pathogen sequencing between October 2019 and March 2020. 在 2019 年 10 月至 2020 年 3 月期间,利用基于废水的流行病学、长程 PCR 和病原体测序,研究亚利桑那州(美国)腺病毒 41 的多样性。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-18 DOI: 10.1017/S095026882400133X
Temitope O C Faleye, Peter Skidmore, Amir Elyaderani, Sangeet Adhikari, Nicole Kaiser, Abriana Smith, Allan Yanez, Tyler Perleberg, Erin M Driver, Rolf U Halden, Arvind Varsani, Matthew Scotch

By coupling long-range polymerase chain reaction, wastewater-based epidemiology, and pathogen sequencing, we show that adenovirus type 41 hexon-sequence lineages, described in children with hepatitis of unknown origin in the United States in 2021, were already circulating within the country in 2019. We also observed other lineages in the wastewater, whose complete genomes have yet to be documented from clinical samples.

通过将长程聚合酶链式反应、基于废水的流行病学和病原体测序结合起来,我们发现 2021 年在美国不明原因肝炎患儿中发现的 41 型腺病毒六元序列,在 2019 年已经在美国国内流行。我们还观察到废水中的其他品系,它们的完整基因组尚未从临床样本中得到记录。
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引用次数: 0
Outbreak of the novel Cryptosporidium parvum IIγA11 linked to salad bars in Sweden, December 2023. 2023 年 12 月,瑞典爆发与沙拉吧有关的新型副隐孢子虫 IIγA11。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-18 DOI: 10.1017/S0950268824001432
Ioana Bujila, Anna Ohlson, Anette Hansen, Lady Agudelo, Sharon Kühlmann-Berenzon, Ilias Galanis, Ingela Hall, Ann-Mari Gustavsson, Marianne Lebbad, Mats Lindblad, Caroline Rönnberg, Moa Rehn

We report a foodborne outbreak of the previously undetected Cryptosporidium parvum gp60 subtype IIγA11. In December 2023, notifications of cryptosporidiosis cases increased in Sweden, prompting the initiation of a national outbreak investigation, and a case-control study was performed to identify the source. We identified 60 cases between 15 December 2023 and 1 January 2024. The median age was 44 years (range: 16-81), and 73% were women. Controls were recruited from a national random pool; frequency was matched by age group and sex. Compared to controls, cases were more likely to have consumed items from salad bars in grocery stores (8% vs. 85%; adjusted odds ratios [aOR]: 58; 95% confidence interval [CI]: 22-186). In regards to food items from the salad bars, cases were more likely to have consumed kale mix salad compared to controls (62% vs. 32%; aOR: 3.6; 95%CI: 1.2-12). Trace-back investigations identified kale producers from Sweden, Belgium, and Spain, but no particular grower was identified, and no food samples were available for microbiological analysis. Our investigation indicates that leafy greens such as kale may contain Cryptosporidium spp. and cause outbreaks and it is important to understand how the contamination occurs to prevent future outbreaks and apply adequate preventive measures.

我们报告了一起此前未被发现的副猪隐孢子虫 gp60 亚型 IIγA11 的食源性疫情。2023 年 12 月,瑞典的隐孢子虫病病例通报增加,促使启动了一项全国性疫情调查,并开展了一项病例对照研究以确定病源。我们在 2023 年 12 月 15 日至 2024 年 1 月 1 日期间发现了 60 例病例。中位年龄为 44 岁(16-81 岁),73% 为女性。对照组是从全国随机库中招募的;按年龄组和性别进行了频率匹配。与对照组相比,病例更有可能食用过杂货店沙拉吧中的食品(8% 对 85%;调整后的几率比 [aOR]:58;95% 置信区间 [CI]:22-186)。就沙拉吧中的食品而言,与对照组相比,病例更有可能食用甘蓝混合沙拉(62% 对 32%;aOR:3.6;95%CI:1.2-12)。溯源调查发现甘蓝生产商来自瑞典、比利时和西班牙,但没有确定具体的种植者,也没有食品样本可供微生物分析。我们的调查表明,羽衣甘蓝等绿叶蔬菜可能含有隐孢子虫,并可能导致疫情爆发,因此必须了解污染是如何发生的,以防止今后疫情爆发并采取适当的预防措施。
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引用次数: 0
Sex differences in response to COVID-19 mRNA vaccines in Italian population. 意大利人群对 COVID-19 mRNA 疫苗反应的性别差异。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-18 DOI: 10.1017/S0950268824001079
Eliana Ferroni, Alberto Mateo-Urdiales, Carla Bietta, Giulia Cesaroni, Simona Anticoli, Elisa Di Maggio, Angela Ancona, Daniele Petrone, Andrea Cannone, Chiara Sacco, Massimo Fabiani, Martina Del Manso, Flavia Riccardo, Antonino Bella, Anna Ruggieri, Patrizio Pezzotti

Since the beginning of mass vaccination campaign for COVID-19 in Italy (December 2020) and following the rapidly increasing vaccine administration, sex differences have been emphasized. Nevertheless, incomplete and frequently incoherent sex-disaggregated data for COVID-19 vaccinations are currently available, and vaccines clinical studies generally do not include sex-specific analyses for safety and efficacy. We looked at sex variations in the COVID-19 vaccine's effectiveness against infection and severe disease outcomes. We conducted a nationwide retrospective cohort study on Italian population, linking information on COVID-19 vaccine administrations obtained through the Italian National Vaccination Registry, with the COVID-19 integrated surveillance system, held by the Istituto Superiore di Sanità. The results showed that, in all age groups, vaccine effectiveness (VE) was higher in the time-interval ≤120 days post-vaccination. In terms of the sex difference in vaccination effectiveness, men and women were protected against serious illness by vaccination in a comparable way, while men were protected against infection to a somewhat greater extent than women. To fully understand the mechanisms underlying the sex difference in vaccine response and its consequences for vaccine effectiveness and development, further research is required. The sex-related analysis of vaccine response may contribute to adjust vaccination strategies, improving overall public health programmes.

自 COVID-19 疫苗在意大利开始大规模接种(2020 年 12 月)以来,随着疫苗接种量的迅速增加,性别差异也得到了重视。然而,目前有关 COVID-19 疫苗接种的性别分类数据并不完整,而且经常不连贯,疫苗临床研究一般不包括安全性和有效性的性别特异性分析。我们研究了 COVID-19 疫苗在预防感染和严重疾病后果方面的性别差异。我们对意大利人口进行了一项全国性的回顾性队列研究,将通过意大利国家疫苗接种登记处获得的 COVID-19 疫苗接种信息与 Istituto Superiore di Sanità 持有的 COVID-19 综合监控系统联系起来。结果显示,在所有年龄组中,接种后≤120 天的时间段内疫苗的有效性(VE)较高。在疫苗接种效果的性别差异方面,男性和女性通过接种疫苗预防严重疾病的效果相当,而男性预防感染的效果略高于女性。要充分了解疫苗反应性别差异的内在机制及其对疫苗有效性和开发的影响,还需要进一步的研究。对疫苗反应的性别相关分析可能有助于调整疫苗接种策略,改善整体公共卫生计划。
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引用次数: 0
Prediction of SARS-CoV-2 infection cases based on the meta-SEIRS model. 基于 Meta-SEIRS 模型的 SARS-CoV-2 感染病例预测。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-18 DOI: 10.1017/S0950268824001274
Wenhui Zhu, Xuefeng Tang, Ying Chen, Miaoshuang Chen, Xinyue Han, Yuhuan Xie, Qiang Lv, Rongjie Wei, Dingzi Zhou, Changhong Yang, Tao Zhang

Predicting epidemic trends of coronavirus disease 2019 (COVID-19) remains a key public health concern globally today. However, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) reinfection rate in previous studies of the transmission dynamics model was mostly a fixed value. Therefore, we proposed a meta-Susceptible-Exposed-Infectious-Recovered-Susceptible (SEIRS) model by adding a time-varying SARS-CoV-2 reinfection rate to the transmission dynamics model to more accurately characterize the changes in the number of infected persons. The time-varying reinfection rate was estimated using random-effect multivariate meta-regression based on published literature reports of SARS-CoV-2 reinfection rates. The meta-SEIRS model was constructed to predict the epidemic trend of COVID-19 from February to December 2023 in Sichuan province. Finally, according to the online questionnaire survey, the SARS-CoV-2 infection rate at the end of December 2022 in Sichuan province was 82.45%. The time-varying effective reproduction number in Sichuan province had two peaks from July to December 2022, with a maximum peak value of about 15. The prediction results based on the meta-SEIRS model showed that the highest peak of the second wave of COVID-19 in Sichuan province would be in late May 2023. The number of new infections per day at the peak would be up to 2.6 million. We constructed a meta-SEIRS model to predict the epidemic trend of COVID-19 in Sichuan province, which was consistent with the trend of SARS-CoV-2 positivity in China. Therefore, a meta-SEIRS model parameterized based on evidence-based data can be more relevant to the actual situation and thus more accurately predict future trends in the number of infections.

预测 2019 年冠状病毒疾病(COVID-19)的流行趋势仍然是当今全球关注的一个重要公共卫生问题。然而,在以往的传播动力学模型研究中,严重急性呼吸系统综合征冠状病毒2(SARS-CoV-2)的再感染率大多是一个固定值。因此,我们提出了一种元易感-暴露-感染-恢复-易感(SEIRS)模型,在传播动力学模型中加入了随时间变化的 SARS-CoV-2 再感染率,以更准确地描述感染人数的变化。时变再感染率是根据已发表的有关 SARS-CoV-2 再感染率的文献报告,采用随机效应多元元回归法估算得出的。通过建立元-SEIRS模型,预测了2023年2月至12月COVID-19在四川省的流行趋势。最后,根据在线问卷调查,2022 年 12 月底四川省 SARS-CoV-2 感染率为 82.45%。四川省的有效繁殖数在 2022 年 7 月至 12 月期间出现了两个高峰,最高峰值约为 15。基于 meta-SEIRS 模型的预测结果显示,四川省 COVID-19 第二波的最高峰将出现在 2023 年 5 月下旬。高峰期每天新增感染人数将达到 260 万。我们构建了一个 meta-SEIRS 模型来预测 COVID-19 在四川省的流行趋势,该模型与中国的 SARS-CoV-2 阳性趋势一致。因此,基于循证数据进行参数化的元-SEIRS 模型可以更贴近实际情况,从而更准确地预测未来感染人数的趋势。
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引用次数: 0
Oro-faecal transmission of SARS-CoV-2: A systematic review of studies employing viral culture from gastrointestinal and other potential oro-faecal sources and evidence for transmission to humans. SARS-CoV-2的粪便传播:采用胃肠道和其他潜在粪便来源的病毒培养方法进行的研究系统综述以及向人类传播的证据。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-12 DOI: 10.1017/S0950268824001481
Sara Gandini, John Conly, Elizabeth A Spencer, David Evans, Elena C Rosca, Jon Brassey, Susanna Maltoni, Igho Onakpoya, Annette Plüddemann, Tom Jefferson, Carl Heneghan

The extent to which the oro-faecal route contributes to the transmission of SARS-CoV-2 is not established.We systematically reviewed the evidence on the presence of infectious SARS-CoV-2 in faeces and other gastrointestinal sources by examining studies that used viral culture to investigate the presence of replication-competent virus in these samples. We conducted searches in the WHO COVID-19 Database, LitCovid, medRxiv, and Google Scholar for SARS-CoV-2 using keywords and associated synonyms, with a search date up to 28 November 2023.We included 13 studies involving 229 COVID-19 subjects - providing 308 faecal or rectal swab SARS-CoV2 reverse transcription-polymerase chain reaction (RT-PCR)-positive samples tested with viral culture. The methods used for viral culture across the studies were heterogeneous. Three studies (two cohorts and one case series) reported observing replication-competent SARS-CoV-2 confirmed by quantitative RT-PCR (qPCR) and whole-genome sequencing, and qPCR including appropriate cycle threshold changes. Overall, six (1.9%) of 308 faecal samples subjected to cell culture showed replication-competent virus. One study found replication-competent samples from one immunocompromised patient. No studies were identified demonstrating direct evidence of oro-faecal transmission to humans.Our review found a relatively low frequency of replication-competent SARS-CoV-2 in faecal and other gastrointestinal sources. Although it is biologically plausible, more research is needed using standardized cell culture methods, control groups, adequate follow-up, and robust epidemiologic methods, including whether secondary infections occurred, to determine the role of the oro-faecal route in the transmission of SARS-CoV-2.

我们系统地回顾了粪便和其他胃肠道来源中存在传染性 SARS-CoV-2 的证据,研究了使用病毒培养方法调查这些样本中是否存在复制能力强的病毒的研究。我们使用关键字和相关同义词在世界卫生组织 COVID-19 数据库、LitCovid、medRxiv 和 Google Scholar 中对 SARS-CoV-2 进行了搜索,搜索日期截至 2023 年 11 月 28 日。我们纳入了 13 项研究,涉及 229 名 COVID-19 受试者--提供了 308 份粪便或直肠拭子 SARS-CoV2 反转录聚合酶链反应 (RT-PCR) 阳性样本,并进行了病毒培养测试。各研究采用的病毒培养方法不尽相同。三项研究(两项队列研究和一项病例系列研究)报告称,通过定量 RT-PCR (qPCR) 和全基因组测序,以及包括适当周期阈值变化的 qPCR,观察到有复制能力的 SARS-CoV-2 得到证实。总体而言,在 308 个进行细胞培养的粪便样本中,有 6 个样本(1.9%)显示出具有复制能力的病毒。一项研究从一名免疫力低下的患者身上发现了具有复制能力的样本。我们的综述发现,在粪便和其他胃肠道来源中,SARS-CoV-2 病毒复制能力强的频率相对较低。尽管从生物学角度看,SARS-CoV-2 的传播是合理的,但还需要进行更多的研究,使用标准化的细胞培养方法、对照组、充分的随访和可靠的流行病学方法,包括是否发生二次感染,以确定 SARS-CoV-2 经口-粪途径传播的作用。
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引用次数: 0
Prevalence and prognosis of tinnitus in post-COVID-19 patients: a cross-sectional survey. COVID-19后患者耳鸣的患病率和预后:一项横断面调查。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-08 DOI: 10.1017/S095026882400147X
Shihang Mao, Dantong Gu, Di Wang, Peifan Li, Xiaoling Huang, Haoning Yin, Shan Sun

Recent developments have indicated a potential association between tinnitus and COVID-19. The study aimed to understand tinnitus following COVID-19 by examining its severity, recovery prospects, and connection to other lasting COVID-19 effects. Involving 1331 former COVID-19 patients, the online survey assessed tinnitus severity, cognitive issues, and medical background. Of the participants, 27.9% reported tinnitus after infection. Findings showed that as tinnitus severity increased, the chances of natural recovery fell, with more individuals experiencing ongoing symptoms (p < 0.001). Those with the Grade II mild tinnitus (OR = 3.68; CI = 1.89-7.32; p = 0.002), Grade III tinnitus (OR = 3.70; CI = 1.94-7.22; p < 0.001), Grade IV (OR = 6.83; CI = 3.73-12.91; p < 0.001), and a history of tinnitus (OR = 1.96; CI = 1.08-3.64; p = 0.03) had poorer recovery outcomes. Grade IV cases were most common (33.2%), and severe tinnitus was strongly associated with the risk of developing long-term hearing loss, anxiety, and emotional disorders (p < 0.001). The study concludes that severe post-COVID tinnitus correlates with a worse prognosis and potential hearing loss, suggesting the need for attentive treatment and management of severe cases.

最近的研究表明,耳鸣与 COVID-19 之间存在潜在联系。这项研究旨在通过考察耳鸣的严重程度、恢复前景以及与 COVID-19 其他持久影响的联系,了解 COVID-19 后耳鸣的情况。在线调查涉及 1331 名 COVID-19 前患者,评估了耳鸣的严重程度、认知问题和医疗背景。在参与者中,27.9%的人在感染后出现耳鸣。调查结果显示,随着耳鸣严重程度的增加,自然痊愈的几率下降,更多的人出现持续症状(P 0.001)。二级轻度耳鸣(OR = 3.68;CI = 1.89-7.32;P = 0.002)和三级耳鸣(OR = 3.70;CI = 1.94-7.22;P = 0.03)患者的康复效果较差。四级耳鸣最为常见(33.2%),严重耳鸣与长期听力损失、焦虑和情绪失调的风险密切相关(p
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引用次数: 0
The performance of a new rapid interferon gamma release assay based on fluorescence immunochromatography for Mycobacterium tuberculosis infection testing in village doctors in China. 基于荧光免疫层析技术的新型干扰素γ释放快速检测法在中国乡村医生结核分枝杆菌感染检测中的表现。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-08 DOI: 10.1017/S0950268824001146
Xuefang Cao, Yanxiao Chen, Henan Xin, Jiang Du, Boxuan Feng, Yijun He, Tonglei Guo, Lingyu Shen, Yuanzhi Di, Jianguo Liang, Zihan Li, Bin Zhang, Dakuan Wang, Zisen Liu, Weitao Duan, Qi Jin, Lei Gao

The AIMTB rapid test assay is an emerging test, which adopted a fluorescence immunochromatographic assay to measure interferon-γ (IFN-γ) production following stimulation of effector memory T cells in whole blood by mycobacterial proteins. The aim of this article was to explore the ability of AIMTB rapid test assay in detecting Mycobacterium tuberculosis (MTB) infection compared with the widely applied QuantiFERON-TB Gold Plus (QFT-Plus) test among rural doctors in China. In total, 511 participants were included in the survey. The concordance between the QFT-Plus test and the AIMTB rapid test assay was 94.47% with a Cohen's kappa coefficient (κ) of 0.84 (95% CI, 0.79-0.90). Improved concordance between the two tests was observed in males and in participants with 26 or more years of service as rural doctors. The quantitative values of the QFT-Plus test was higher in individuals with a result of QFT-Plus-/AIMTB+ as compared to those with a result of QFT-Plus-/AIMTB- (p < 0.001). Overall, our study found that there was an excellent consistency between the AIMTB rapid test assay and the QFT-Plus test in a Chinese population. As the AIMTB rapid test assay is fast and easy to operate, it has the potential to improve latent tuberculosis infection testing and treatment at the community level in resource-limited settings.

AIMTB快速检测方法是一种新兴的检测方法,采用荧光免疫层析法检测分枝杆菌蛋白刺激全血中效应记忆T细胞后干扰素γ (IFN-γ)的产生。本文旨在探讨AIMTB快速检测法与广泛应用的QuantiFERON-TB Gold Plus (QFT-Plus)检测法在中国农村医生中检测结核分枝杆菌(MTB)感染的能力。总共有511名参与者参与了调查。QFT-Plus检测与AIMTB快速检测的一致性为94.47%,Cohen’s kappa系数(κ)为0.84 (95% CI, 0.79 ~ 0.90)。在男性和作为乡村医生服务26年或以上的参与者中,观察到两项测试之间的一致性有所改善。与QFT-Plus-/AIMTB-结果的个体相比,QFT-Plus-/AIMTB-结果的个体的QFT-Plus测试的定量值更高(p
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引用次数: 0
Characterisation of pathogenic Leptospira in invasive raccoons (Procyon lotor) in northeast and southwest France. 法国东北部和西南部入侵浣熊(Procyon lotor)中致病性钩端螺旋体的特征。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-11-04 DOI: 10.1017/S095026882400116X
Florence Ayral, Elena Harran, Christine Fournier-Chambrillon, Manon Gautrelet, Océane Tourniaire, Alexis Peutot, Karine Groud, Nathan Thenon, Pascal Fournier, Céline Richomme

Leptospirosis is a widespread zoonosis caused by bacteria of the genus Leptospira. Although crucial to mitigate the disease risk, basic epidemiological information is lacking, such as the identities of Leptospira maintenance hosts. The raccoon (Procyon lotor), an alien invasive species in France, could pose a public health risk if it carries pathogenic Leptospira. We investigated the rate and type (selective vs. unselective) of Leptospira carriage in the two main raccoon populations in France. Out of the 141 raccoons collected, seven (5%) tested quantitative PCR positive, targeting lfb1 gene, based on kidney, lung, and urine samples. Phylogenetic analysis revealed the presence of three different L. interrogans clusters. The results suggest that raccoons were more likely accidental hosts and made only a limited contribution to Leptospira maintenance.

钩端螺旋体病是由钩端螺旋体属细菌引起的一种广泛的人畜共患疾病。尽管对降低疾病风险至关重要,但目前仍缺乏基本的流行病学信息,例如钩端螺旋体维持宿主的身份。浣熊(Procyon lotor)是法国的外来入侵物种,如果它携带致病性钩端螺旋体,就会对公共健康构成威胁。我们调查了法国两大浣熊种群中携带钩端螺旋体的比例和类型(选择性与非选择性)。在收集到的 141 只浣熊中,有 7 只(5%)在肾脏、肺部和尿液样本中检测到针对 lfb1 基因的定量 PCR 阳性。系统发育分析表明存在三个不同的 L. interrogans 集群。结果表明,浣熊更可能是意外宿主,对钩端螺旋体的维持作用有限。
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引用次数: 0
Spatiotemporal risk of human brucellosis under intensification of livestock keeping based on machine learning techniques in Shaanxi, China. 基于机器学习技术的中国陕西畜牧业集约化条件下人感染布鲁氏菌病的时空风险。
IF 2.5 4区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2024-10-24 DOI: 10.1017/S0950268824001018
Li Shen, Chenghao Jiang, Fangting Weng, Minghao Sun, Chenxi Zhao, Ting Fu, Cuihong An, Zhongjun Shao, Kun Liu

As one of the most neglected zoonotic diseases, brucellosis has posed a serious threat to public health worldwide. This study is purposed to apply different machine learning models to improve the prediction accuracy of human brucellosis (HB) in Shaanxi, China from 2008 to 2020, under livestock husbandry intensification from a spatiotemporal perspective. We quantitatively evaluated the performance and suitability of ConvLSTM, RF, and LSTM models in epidemic forecasting, and investigated the spatial heterogeneity of how different factors drive the occurrence and transmission of HB in distinct sub-regions by using Kernel Density Analysis and Shapley Additional Explanations. Our findings demonstrated that ConvLSTM network yielded the best predictive performance with the lowest average RMSE of 13.875 and MAE values of 18.393. RF model generated an underestimated outcome while LSTM model had an overestimated one. In addition, climatic conditions, intensification of livestock keeping and socioeconomic status were identified as the dominant factors that drive the occurrence of HB in Shaanbei Plateau, Guanzhong Plain, and Shaannan Region, respectively. This work provided a comprehensive understanding of the potential risk of HB epidemics in Northwest China driven by both anthropogenic activities and natural environment, which can support further practice in disease control and prevention.

作为最容易被忽视的人畜共患病之一,布鲁氏菌病已对全球公共卫生构成严重威胁。本研究旨在应用不同的机器学习模型,从时空角度提高中国陕西省在畜牧业集约化条件下从 2008 年到 2020 年人类布鲁氏菌病(HB)的预测精度。我们定量评估了 ConvLSTM、RF 和 LSTM 模型在疫情预测中的性能和适用性,并利用核密度分析和 Shapley 附加解释研究了不同因素如何驱动 HB 在不同次区域发生和传播的空间异质性。研究结果表明,ConvLSTM 网络的预测性能最佳,平均 RMSE 最低,为 13.875,MAE 值最低,为 18.393。RF 模型产生了低估的结果,而 LSTM 模型则产生了高估的结果。此外,气候条件、畜牧业集约化和社会经济状况分别被认为是陕北高原、关中平原和陕南地区发生 HB 的主导因素。这项工作全面了解了人类活动和自然环境对西北地区 HB 流行的潜在风险,有助于进一步开展疫病防控工作。
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引用次数: 0
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Epidemiology and Infection
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