Encephalomyelitis, Equine

脑脊髓炎,马
  • 文章类型: Journal Article
    我们报告了在塔毛利帕斯东部马脑炎的假定病灶中进行的媒介监测事件中伊蚊折磨者和库蚊的第一记录,墨西哥。以前,Ae.折磨者被报道了,至少,2中美洲国家和墨西哥。在墨西哥,报告来自坎佩切州,恰帕斯州,QuintanaRoo,还有Veracruz.Ae的记录。最近审查并消除了这4个新热带状态的折磨者;因此,该物种的最南端地理分布被认为是墨西哥塔毛利帕斯州的新热带地区。Further,Cx.帕诺科萨在格雷罗被收集,塔巴斯科,还有Veracruz.在塔毛利帕斯,有82种蚊子,是11个州中蚊子物种多样性最高的第四个州,在这些州中,已经对蚊子的分布进行了全面的研究。
    We report the 1st records of Aedes tormentor and Culex panocossa throughout vector surveillance events carried out in putative foci of eastern equine encephalitis in Tamaulipas, Mexico. Formerly, Ae. tormentor had been reported in, at least, 2 Central American countries and Mexico. In Mexico, reports were from the states of Campeche, Chiapas, Quintana Roo, and Veracruz. Records of Ae. tormentor in these 4 Neotropical states were recently reviewed and eliminated; thus, the southernmost geographic distribution for this species is considered to be the state of Tamaulipas Mexico in its neotropical zone. Further, Cx. panocossa had been collected in Guerrero, Tabasco, and Veracruz. In Tamaulipas, there are 82 species of mosquitoes, being the 4th state accounting for the highest mosquito species diversity of 11 states in which comprehensive studies have been conducted on the subject of mosquito distribution.
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  • 文章类型: Journal Article
    西方马脑炎病毒(WEEV)是一种蚊子病毒,于2023年12月在阿根廷和乌拉圭重新出现,导致了一次大爆发。我们使用流行病学调查了这次疫情,昆虫学,和基因组分析,重点关注南里奥格兰德州阿根廷-乌拉圭边境附近的WEEV环流,巴西。在2023年11月至2024年4月期间,阿根廷和乌拉圭的疫情导致217例人类病例,其中12人是致命的,和2548例马。我们根据实验室和临床流行病学标准确定病例。我们通过几乎完整的编码序列分析鉴定了由新型WEEV谱系引起的3例致命马病例,我们建议作为谱系C。我们的发现强调了持续监测和马疫苗接种对控制南美未来WEEV暴发的重要性。
    Western equine encephalitis virus (WEEV) is a mosquitoborne virus that reemerged in December 2023 in Argentina and Uruguay, causing a major outbreak. We investigated the outbreak using epidemiologic, entomological, and genomic analyses, focusing on WEEV circulation near the Argentina‒Uruguay border in Rio Grande do Sul state, Brazil. During November 2023‒April 2024, the outbreak in Argentina and Uruguay resulted in 217 human cases, 12 of which were fatal, and 2,548 equine cases. We determined cases on the basis of laboratory and clinical epidemiologic criteria. We characterized 3 fatal equine cases caused by a novel WEEV lineage identified through a nearly complete coding sequence analysis, which we propose as lineage C. Our findings highlight the importance of continued surveillance and equine vaccination to control future WEEV outbreaks in South America.
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  • 文章类型: Journal Article
    西方马脑炎病毒(WEEV)是一种节肢动物传播的病毒(虫媒病毒),在20世纪初经常引起人类和马的重大脑炎爆发。但是此后爆发的频率显着下降,在过去的二十年中分离出的这种α病毒株在哺乳动物中的毒力低于在1930年代和1940s1-3中分离出的毒株。WEEV菌株的这种表型变化和流行病活动(称为病毒淹没3)同时减少的基础尚不清楚。高毒力菌株重新出现的可能性也是如此。在这里,我们确定原钙粘蛋白10(PCDH10)作为WEEV的细胞受体。我们证明了在1930年代和1940年代分离出的多种高毒力祖先WEEV菌株,除了结合人PCDH10,还可以结合极低密度脂蛋白受体(VLDLR)和载脂蛋白E受体2(ApoER2),被另一种脑炎病毒识别为受体4。然而,尽管我们检查的大多数WEEV菌株与PCDH10结合,但当代菌株已经失去了识别哺乳动物PCDH10的能力,同时保留了结合鸟类受体的能力,表明WEEV在植物性循环过程中对主要水库宿主的适应。PCDH10支持WEEVE2-E1糖蛋白介导的原代小鼠皮质神经元感染,和施用可溶形式的PCDH10保护小鼠免受致命的WEEV攻击。我们的结果对医学对策的发展以及重新出现的WEEV菌株的风险评估具有重要意义。
    Western equine encephalitis virus (WEEV) is an arthropod-borne virus (arbovirus) that frequently caused major outbreaks of encephalitis in humans and horses in the early twentieth century, but the frequency of outbreaks has since decreased markedly, and strains of this alphavirus isolated in the past two decades are less virulent in mammals than strains isolated in the 1930s and 1940s1-3. The basis for this phenotypic change in WEEV strains and coincident decrease in epizootic activity (known as viral submergence3) is unclear, as is the possibility of re-emergence of highly virulent strains. Here we identify protocadherin 10 (PCDH10) as a cellular receptor for WEEV. We show that multiple highly virulent ancestral WEEV strains isolated in the 1930s and 1940s, in addition to binding human PCDH10, could also bind very low-density lipoprotein receptor (VLDLR) and apolipoprotein E receptor 2 (ApoER2), which are recognized by another encephalitic alphavirus as receptors4. However, whereas most of the WEEV strains that we examined bind to PCDH10, a contemporary strain has lost the ability to recognize mammalian PCDH10 while retaining the ability to bind avian receptors, suggesting WEEV adaptation to a main reservoir host during enzootic circulation. PCDH10 supports WEEV E2-E1 glycoprotein-mediated infection of primary mouse cortical neurons, and administration of a soluble form of PCDH10 protects mice from lethal WEEV challenge. Our results have implications for the development of medical countermeasures and for risk assessment for re-emerging WEEV strains.
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  • 文章类型: Journal Article
    马原生动物骨髓脑炎(EPM)是一种具有神经系统症状的马的挑战性疾病。为了优化现代诊断测试,包括使用血清:CSF抗体比率,SarcoFluor的SarcoFluor抗体检测需要重新验证。SarcoFluor,我们使用最新数据并考虑血清:CSF抗体比值阈值,分析了先前验证过的免疫荧光抗体试验(IFAT),该试验用于检测自然感染马的血清和脑脊液(CSF)中神经链球菌特异性抗体.还评估了血清和CSF磷酸化的神经丝重蛋白(pNfH)浓度在支持EPM诊断中的利用。172匹马分为三组:EPM阳性马(EPM,n=42),神经系统非EPM马(n=74)证实患有非EPM神经系统疾病(颈椎压缩性脊髓病,马神经轴索营养不良/马退行性脊髓脑病),和控制马(控制,n=56),组织学上无神经系统体征和神经系统异常。采用Logistic回归分析比较EPM诊断方案。具体来说,将EPM+马与显示神经系统症状的非EPM马进行比较。要考虑诊断实用程序,测试后概率通过滴度计算。在区分EPM和其他神经系统疾病时,血清和CSFSarcoFluor测试的组合比单独的任一测试增加了模型准确性的更多信息.使用血清和CSF用于pNfH以支持EPM诊断未鉴定出具有统计学上显着的比值比的截止值,但与IFAT一起使用时提高了总体模型的准确性。在血清和CSF中利用针对神经链球菌的IFAT滴度导致在临床环境中检测EPM+马的高测试后概率。
    Equine protozoal myeloencephalitis (EPM) is a challenging disease to diagnose in horses with neurological signs. To optimize contemporary diagnostic testing, including the use of serum:CSF antibody ratios, the SarcoFluor antibody test for Sarcocystis neurona requires revalidation. The SarcoFluor, a previously validated immunofluorescent antibody test (IFAT) for the detection of antibodies specific to S. neurona in serum and cerebrospinal fluid (CSF) of naturally infected horses was analyzed using recent data and considering a serum:CSF antibody ratio threshold. Utilization of serum and CSF phosphorylated neurofilament heavy protein (pNfH) concentrations in support of an EPM diagnosis was also evaluated. 172 horses were divided into three groups: EPM-positive horses (EPM+, n=42), neurological non-EPM horses (n=74) confirmed with non-EPM neurological diseases (cervical vertebral compressive myelopathy, equine neuroaxonal dystrophy/equine degenerative myeloencephalopathy), and control horses (control, n=56) without neurological signs and neurological abnormalities on histology. Logistic regression was used to compare EPM diagnostic regimens. Specifically, EPM+ horses were compared with neurological non-EPM horses showing neurological signs. To consider diagnostic utility, post-test probabilities were calculated by titer. When differentiating between EPM and other neurological diseases, the combination of serum and CSF SarcoFluor testing added more information to the model accuracy than either test alone. Using serum and CSF for pNfH in support of an EPM diagnosis did not identify cutoffs with statistically significant odds ratios but increased the overall model accuracy when used with the IFAT. Utilization of IFAT titers against S. neurona in serum and CSF result in a high post-test probability of detecting EPM+ horses in a clinical setting.
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  • 文章类型: Clinical Trial, Phase I
    背景:三种脑炎甲病毒-西方,东方,和委内瑞拉马脑炎病毒(WEEV,EEEV和VEEV)-可引起严重疾病,并有可能用作生物武器。没有批准的用于人类使用的疫苗。一种新的多价MVA-BN-WEV疫苗编码3种病毒的包膜表面蛋白,从而有可能对它们全部产生保护作用。正如先前在动物模型中所证明的那样。这项首次在人类中的研究评估了安全性,耐受性,MVA-BN-WEV疫苗在健康成人参与者中的免疫原性。
    方法:将45名参与者纳入3个剂量组(1×10E7Inf。U,1×10E8Inf.U,和2×10E8Inf。U),相隔4周接受了2次剂量,然后监测6个月。
    结果:MVA-BN-WEV的安全性在所有给药剂量下都是可接受的,随着剂量的增加,局部征询的AE的发生率增加,剂量组之间没有其他有临床意义的差异。在最低剂量组中报告了一个SAE(2级胸腔积液),并评估为可能相关。没有AE导致死亡或导致退出第二次疫苗接种或退出试验。最常见的局部诱发不良事件是注射部位疼痛,一般征询的AE是头痛,疲劳,和肌痛。MVA-BN-WEV诱导的体液免疫反应;WEEV-,EEEV和VEEV特异性中和抗体反应在第二次疫苗接种后2周达到峰值,这些反应的幅度随着剂量的增加而增加。最高剂量导致WEEV和VEEV的所有(100%)参与者的血清转化,EEEV的92.9%,第二次接种疫苗后2周,并观察到6个月的耐久性。MVA-BN-WEV诱导对VEEVE1和E2的细胞免疫应答(EEEV和WEEV未测试)和肽库E2的剂量效应。
    结论:研究表明MVA-BN-WEV具有良好的耐受性,诱导免疫反应,适合进一步发展。
    背景:NCT04131595。
    BACKGROUND: Three encephalitic alphaviruses-western, eastern, and Venezuelan equine encephalitis virus (WEEV, EEEV and VEEV)-can cause severe disease and have the potential to be used as biological weapons. There are no approved vaccines for human use. A novel multivalent MVA-BN-WEV vaccine encodes the envelope surface proteins of the 3 viruses and is thereby potentially able to protect against them all, as previously demonstrated in animal models. This first-in-human study assessed the safety, tolerability, and immunogenicity of MVA-BN-WEV vaccine in healthy adult participants.
    METHODS: Forty-five participants were enrolled into 3 dose groups (1 × 10E7 Inf.U, 1 × 10E8 Inf.U, and 2 × 10E8 Inf.U), received 2 doses 4 weeks apart, and were then monitored for 6 months.
    RESULTS: The safety profile of MVA-BN-WEV was acceptable at all administered doses, with incidence of local solicited AEs increased with increasing dose and no other clinically meaningful differences between dose groups. One SAE (Grade 2 pleural effusion) was reported in the lowest dose group and assessed as possibly related. No AEs resulted in death or led to withdrawal from the second vaccination or from the trial. The most common local solicited AE was injection site pain, and general solicited AEs were headache, fatigue, and myalgia. MVA-BN-WEV induced humoral immune responses; WEEV-, EEEV- and VEEV-specific neutralizing antibody responses peaked 2 weeks following the second vaccination, and the magnitude of these responses increased with dose escalation. The highest dose resulted in seroconversion of all (100 %) participants for WEEV and VEEV and 92.9 % for EEEV, 2 weeks following second vaccination, and durability was observed for 6 months. MVA-BN-WEV induced cellular immune responses to VEEV E1 and E2 (EEEV and WEEV not tested) and a dose effect for peptide pool E2.
    CONCLUSIONS: The study demonstrated that MVA-BN-WEV is well tolerated, induces immune responses, and is suitable for further development.
    BACKGROUND: NCT04131595.
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  • 文章类型: Journal Article
    东部马脑炎病毒(EEEV)是一种新兴的公共卫生威胁,随着近年来美国报告的病例数增加。EEEV是一种BSL3病原体,和北美菌株是美国联邦选择代理(SA)。这些限制使得EEEV的实验难以进行,由于BSL3空间中通常无法使用高科技设备,并且担心在操作过程中会产生气溶胶。因此,一系列适用于不同下游分析方法的灭活方法对于推进EEEV的研究至关重要。我们使用了热量,化学,和基于紫外线(UV)的方法,用于灭活被非选择剂Madariaga病毒(MADV)感染的细胞和上清液。尽管MADV和EEEV菌株在遗传上是不同的,在氨基酸水平上相差8-11%,预计它们同样容易受到各种灭活方法的影响。我们确定以下是有效的灭活方法:加热,TRIzolLS,4%PFA,10%福尔马林,和紫外线辐射感染的上清液;TRIzol,2.5%SDS与BME,0.2%NP40,4%PFA,和10%福尔马林用于感染细胞。我们的结果有可能扩展EEEV研究人员进行的实验和分析的类型和复杂性。
    The Eastern Equine Encephalitis Virus (EEEV) is an emerging public health threat, with the number of reported cases in the US increasing in recent years. EEEV is a BSL3 pathogen, and the North American strain is a US Federal Select Agent (SA). These restrictions make experiments with EEEV difficult to perform, as high-tech equipment is often unavailable in BSL3 spaces and due to concerns about generating aerosols during manipulations. Therefore, a range of inactivation methods suitable for different downstream analysis methods are essential for advancing research on EEEV. We used heat, chemical, and ultraviolet (UV)-based methods for the inactivation of infected cells and supernatants infected with the non-select agent Madariaga virus (MADV). Although the MADV and EEEV strains are genetically distinct, differing by 8-11% at the amino acid level, they are expected to be similarly susceptible to various inactivation methods. We determined the following to be effective methods of inactivation: heat, TRIzol LS, 4% PFA, 10% formalin, and UV radiation for infected supernatants; TRIzol, 2.5% SDS with BME, 0.2% NP40, 4% PFA, and 10% formalin for infected cells. Our results have the potential to expand the types and complexity of experiments and analyses performed by EEEV researchers.
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  • 文章类型: Journal Article
    极低密度脂蛋白受体(VLDLR)包含八个LDLRA型(LA)结构域,并支持远缘相关的甲病毒的进入,包括东部马脑炎病毒(EEEV)和Semliki森林病毒(SFV)。这里,通过解析EEEV-VLDLR复合物的多个低温电子显微镜结构并进行诱变和功能研究,我们显示EEEV使用多个位点(E1/E2裂口和E2A域)同时参与多个LA域。然而,不需要或足以支持有效的EEEV感染的单个LA域。尽管所有EEEV菌株都显示出两个VLDLR结合位点的保守性,EEEVPE-6菌株和一些其他EEE复合物成员的特征在于单个氨基酸取代,其使得LA结构域能够与E2B结构域上的额外位点结合。这些结构和功能分析为设计最小的VLDLR诱饵受体提供了信息,该受体可以中和EEEV感染并保护小鼠免受致命攻击。
    The very-low-density lipoprotein receptor (VLDLR) comprises eight LDLR type A (LA) domains and supports entry of distantly related alphaviruses, including Eastern equine encephalitis virus (EEEV) and Semliki Forest virus (SFV). Here, by resolving multiple cryo-electron microscopy structures of EEEV-VLDLR complexes and performing mutagenesis and functional studies, we show that EEEV uses multiple sites (E1/E2 cleft and E2 A domain) to engage more than one LA domain simultaneously. However, no single LA domain is necessary or sufficient to support efficient EEEV infection. Whereas all EEEV strains show conservation of two VLDLR-binding sites, the EEEV PE-6 strain and a few other EEE complex members feature a single amino acid substitution that enables binding of LA domains to an additional site on the E2 B domain. These structural and functional analyses informed the design of a minimal VLDLR decoy receptor that neutralizes EEEV infection and protects mice from lethal challenge.
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  • 文章类型: Review
    背景:东方马脑炎病毒(EEEV)是一种罕见的蚊媒疾病,表现出迅速的神经系统恶化和永久性损害。尽管其死亡率>30%,长期神经损伤>60%,EEEV没有批准的抗病毒药物或疫苗接种。本报告旨在描述罕见的EEEV病例,并从临床角度提供治疗和预防选择的最新文献综述,以指导临床医生和公共卫生工作者。同时告知他们其影响和当前的知识差距。方法:对2021年7月患者住院10天的电子病历进行回顾性分析。此外,使用相关关键词搜索PubMed以获取EEEV的文献综述。结果:一名61岁女性出现构音障碍和右侧面部下垂。排除了急性缺血性卒中,并开始经验性静脉(IV)抗生素治疗可能的感染病因。病人出现精神状态恶化及发热,并进行插管,随着对脑膜炎和蜱传播疾病的关注,抗生素扩大了。病人仍然是脑病和发热,腰椎血清学与病毒性脑膜脑炎或急性播散性脑脊髓炎一致。收集几天后,EEEV的定量抗体检测结果为阳性。患者在医院第10天被宣布死亡。在回顾有关EEEV的文献时,支持性护理和预防仍然是管理的基石。尽管早期静脉免疫球蛋白和高剂量类固醇已显示出作为降低发病率和死亡率的治疗方法的潜力,迄今为止,尚未批准任何疫苗。结论:前瞻性试验以及对治疗和预防选择的进一步研究可能有助于降低与EEEV相关的发病率和死亡率。
    Background: Eastern equine encephalitis virus (EEEV) is a rare mosquito-borne illness exhibiting rapid neurological deterioration and permanent damage. Despite its >30% mortality and >60% long-term neurological damage, EEEV has no approved antiviral medication or vaccination. This report uniquely aims to describe a rare case of EEEV and provide a current literature review of therapeutic and preventative options from the clinical perspective to guide clinicians and public health workers, along with informing them about its impact and current knowledge gaps. Methods: A retrospective chart review of the electronic medical record was performed for a patient\'s 10-day hospital admission in July 2021. In addition, PubMed was searched using relevant keywords for a literature review of EEEV. Results: A 61-year-old woman presented with dysarthria and right-sided facial droop. Acute ischemic stroke was ruled out, and empiric intravenous (IV) antibiotics were initiated for possible infectious etiology. The patient developed worsening mental status and fever and was intubated, with antibiotics broadened with concern for meningitis along with tick-borne illness. The patient remained encephalopathic and febrile, and lumbar serologies were consistent with viral meningoencephalitis or acute disseminated encephalomyelitis. Several days after collection, quantitative antibody testing returned positive for EEEV. The patient was pronounced dead on hospital day 10. On review of the literature regarding EEEV, supportive care and prevention remain the cornerstone of management. Although early IV immunoglobulin and high-dose steroids have shown potential as treatments to reduce morbidity and mortality, no vaccines have been approved to date. Conclusion: Prospective trials and further investigations into treatment and preventative options may be useful in reducing the morbidity and mortality associated with EEEV.
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  • 文章类型: Journal Article
    东方马脑炎病毒(EEEV)是一种相对较少研究的甲病毒,可以导致毁灭性的病毒性脑炎,可能导致严重的神经系统后遗症或死亡。尽管病例数量历来较低,自2000年代以来,疫情的频率和规模一直在增加。调查EEEV的进化模式至关重要,尤其是在人类宿主中,为了理解出现的模式,主机适应,和宿主内部进化。为此,我们从马萨诸塞州的五名当代(2004-2020)患者的离散大脑区域获得了福尔马林固定石蜡包埋的组织块,通过原位杂交(ISH)染色确认EEEVRNA的存在,并对病毒基因组进行测序。我们还对1938年首次记录的EEE在人类中爆发的患者的大脑切片的历史载玻片的刮片中的RNA进行了测序。ISH染色显示所有当代样本中都存在RNA,定量与样品中EEEV读数的比例相关。所有6名患者均产生了EEEV共识序列,包括1938年的样本;使用其他公开可用序列的系统发育分析揭示了每个研究样本与相似区域的相似序列的聚类,而对离散大脑区域之间的共有序列的宿主内比较显示出最小的变化。来自两名患者的四个样本的宿主内单核苷酸变异(iSNV)分析显示,主要是非同义iSNV。这项研究贡献了关键的初级人类EEEV序列,包括历史序列以及新的宿主内进化发现,大大有助于我们理解人类EEEV感染的自然史。
    Eastern equine encephalitis virus (EEEV) is a relatively little-studied alphavirus that can cause devastating viral encephalitis, potentially leading to severe neurological sequelae or death. Although case numbers have historically been low, outbreaks have been increasing in frequency and scale since the 2000 s. It is critical to investigate EEEV evolutionary patterns, especially within human hosts, to understand patterns of emergence, host adaptation, and within-host evolution. To this end, we obtained formalin-fixed paraffin-embedded tissue blocks from discrete brain regions from five contemporary (2004-2020) patients from Massachusetts, confirmed the presence of EEEV RNA by in situ hybridization (ISH) staining, and sequenced viral genomes. We additionally sequenced RNA from scrapings of historical slides made from brain sections of a patient in the first documented EEE outbreak in humans in 1938. ISH staining revealed the presence of RNA in all contemporary samples, and quantification loosely correlated with the proportion of EEEV reads in samples. Consensus EEEV sequences were generated for all six patients, including the sample from 1938; phylogenetic analysis using additional publicly available sequences revealed clustering of each study sample with like sequences from a similar region, whereas an intrahost comparison of consensus sequences between discrete brain regions revealed minimal changes. Intrahost single nucleotide variant (iSNV) analysis of four samples from two patients revealed the presence of tightly compartmentalized, mostly nonsynonymous iSNVs. This study contributes critical primary human EEEV sequences, including a historic sequence as well as novel intrahost evolution findings, contributing substantially to our understanding of the natural history of EEEV infection in humans.
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  • 文章类型: Journal Article
    东部马脑炎病毒(EEEV)在马和人类中引起一种罕见但严重的疾病,并在鸣禽和库利塞塔蚊子之间的地方性传播周期中维持。2019年,美国发生了50多年来最大规模的EEEV疫情,集中在东北。探索疫情的动态,我们对80株EEEV分离株进行了测序,并将其与现有的基因组数据相结合。我们发现,与往年相似,病例是由多个独立但短暂的病毒从佛罗里达州引入东北部引起的。一旦在东北,我们发现马萨诸塞州对区域传播很重要。我们没有发现任何病毒变化的证据,人类,或鸟类因素可以解释2019年病例的增加,尽管EEEV的生态学很复杂,需要进一步的数据来更详细地探讨这些。通过使用马萨诸塞州和康涅狄格州收集的详细蚊子监测数据,然而,我们发现Cs的丰度。melanura在2019年异常高,EEEV感染率也是如此。我们使用这些蚊子数据来建立负二项回归模型,并将其用于估计人类或马匹病例的早期季节风险。我们发现,在蚊子监测数据和媒介指数(丰度乘以感染率)中首次检测EEEV的月份可以预测该季节晚些时候的病例。因此,我们强调蚊子监测计划作为公共卫生和疾病控制不可或缺的一部分的重要性。
    Eastern equine encephalitis virus (EEEV) causes a rare but severe disease in horses and humans and is maintained in an enzootic transmission cycle between songbirds and Culiseta melanura mosquitoes. In 2019, the largest EEEV outbreak in the United States for more than 50 years occurred, centered in the Northeast. To explore the dynamics of the outbreak, we sequenced 80 isolates of EEEV and combined them with existing genomic data. We found that, similar to previous years, cases were driven by multiple independent but short-lived virus introductions into the Northeast from Florida. Once in the Northeast, we found that Massachusetts was important for regional spread. We found no evidence of any changes in viral, human, or bird factors which would explain the increase in cases in 2019, although the ecology of EEEV is complex and further data is required to explore these in more detail. By using detailed mosquito surveillance data collected by Massachusetts and Connecticut, however, we found that the abundance of Cs. melanura was exceptionally high in 2019, as was the EEEV infection rate. We employed these mosquito data to build a negative binomial regression model and applied it to estimate early season risks of human or horse cases. We found that the month of first detection of EEEV in mosquito surveillance data and vector index (abundance multiplied by infection rate) were predictive of cases later in the season. We therefore highlight the importance of mosquito surveillance programs as an integral part of public health and disease control.
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