Shellfish

贝类
  • 文章类型: Journal Article
    由于多因素相互作用的复杂性和同时收集的数据的可用性有限,评估沿海生态系统中多种健康风险因素的共同发生具有挑战性。了解共现对于可能与以下因素相关的风险因素尤为重要,或发生在类似的环境条件下。在海洋生态系统中,弧菌属中有害的藻类水华毒素和细菌病原体的同时出现可能会影响生态系统和人类健康。这项研究检查了弧菌的共同出现。和由有害藻类Pseudo-nitzschia产生的软骨藻酸(DA),方法是(1)分析加利福尼亚州公共卫生部现有的牡蛎中副溶血弧菌和DA的监测数据;(2)对南加州的两个州进行为期1年的季节性监测。该州现有的公共卫生监测工作对个人风险因素是强有力的;然而,由于2015年至2020年期间共同监测的病例数量较少,因此很难评估这些风险因素在牡蛎中的共同发生.DA和弧菌的季节性联合监测。(V.创伤或副溶血性弧菌)在两次入院时显示,在大多数季节中,35%的采样牡蛎中这些健康风险因素同时出现。有趣的是,在水样中,这些危险因素的总体检测频率和共同出现频率均大大降低.这些发现可能部分表明弧菌属的缓慢净化。和DA在牡蛎中作为残留水平可以保留。这项研究扩大了我们对DA和弧菌同时存在的理解。并证明了共同监测来自同一样本的不同风险因素的可行性。从同一样本矩阵中监测不同风险因素的单个程序可以考虑联合努力以降低成本,简化流程,并更好地了解共同发生的健康风险因素的患病率。
    Assessing the co-occurrence of multiple health risk factors in coastal ecosystems is challenging due to the complexity of multi-factor interactions and limited availability of simultaneously collected data. Understanding co-occurrence is particularly important for risk factors that may be associated with, or occur in similar environmental conditions. In marine ecosystems, the co-occurrence of harmful algal bloom toxins and bacterial pathogens within the genus Vibrio may impact both ecosystem and human health. This study examined the co-occurrence of Vibrio spp. and domoic acid (DA) produced by the harmful algae Pseudo-nitzschia by (1) analyzing existing California Department of Public Health monitoring data for V. parahaemolyticus and DA in oysters; and (2) conducting a 1-year seasonal monitoring of these risk factors across two Southern California embayments. Existing public health monitoring efforts in the state were robust for individual risk factors; however, it was difficult to evaluate the co-occurrence of these risk factors in oysters due to low number of co-monitoring instances between 2015 and 2020. Seasonal co-monitoring of DA and Vibrio spp. (V. vulnificus or V. parahaemolyticus) at two embayments revealed the co-occurrence of these health risk factors in 35% of sampled oysters in most seasons. Interestingly, both the overall detection frequency and co-occurrence of these risk factors were considerably less frequent in water samples. These findings may in part suggest the slow depuration of Vibrio spp. and DA in oysters as residual levels may be retained. This study expanded our understanding of the simultaneous presence of DA and Vibrio spp. in bivalves and demonstrates the feasibility of co-monitoring different risk factors from the same sample. Individual programs monitoring for different risk factors from the same sample matrix may consider combining efforts to reduce cost, streamline the process, and better understand the prevalence of co-occurring health risk factors.
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  • 文章类型: Journal Article
    近年来,通过整合基于DNA的创新方法,海洋生物的生物监测得到了加强,它提供了比更费力的技术(例如显微镜)的优势。然而,吞吐量之间的权衡,当在流行的分子方法(即,元编码或qPCR/dPCR)之间进行选择时,必须进行灵敏度和定量测量。因此,本研究的目的是证明微流控支持的高通量定量PCR平台(HTqPCR)的实用性,用于快速且具有成本效益的开发和验证基于DNA的多物种生物监测工具包,使用23种商业靶向双壳类动物和甲壳类动物的幼虫作为案例研究。工作流程分为三个主要阶段:(非)目标分类单元的定义和参考数据库的建立(阶段1);分子测定的选择/开发和评估(阶段2);以及方案优化和现场验证(阶段3)。最终选择并验证了42个测定。遗传信号不仅显示出与显微镜直接视觉计数的良好相关性,而且还显示了以时间和成本有效的方式以最高分类分辨率(物种水平)提供定量数据的能力。这项研究开发了一个生物监测工具包,证明了这种最先进的技术在促进开发测试和应用分子检测小组监测和管理自然资源方面的相当大的优势。一旦开发,与其他多物种方法(例如,元编码)相比,这种方法提供了一种成本和时间有效的替代方法。此外,它可以转移到广泛的物种,并将有助于未来的监测计划。
    Biomonitoring of marine life has been enhanced in recent years by the integration of innovative DNA-based approaches, which offer advantages over more laborious techniques (e.g. microscopy). However, trade-offs between throughput, sensitivity and quantitative measurements must be made when choosing between the prevailing molecular methodologies (i.e. metabarcoding or qPCR/dPCR). Thus, the aim of the present study was to demonstrate the utility of a microfluidic-enabled high-throughput quantitative PCR platform (HTqPCR) for the rapid and cost-effective development and validation of a DNA-based multi-species biomonitoring toolkit, using larvae of 23 commercially targeted bivalve and crustacean species as a case study. The workflow was divided into three main phases: definition of (off-) target taxa and establishment of reference databases (PHASE 1); selection/development and assessment of molecular assays (PHASE 2); and protocol optimization and field validation (PHASE 3). 42 assays were eventually chosen and validated. Genetic signal not only showed good correlation with direct visual counts by microscopy but also showed the ability to provide quantitative data at the highest taxonomic resolution (species level) in a time- and cost-effective fashion. This study developed a biomonitoring toolkit, demonstrating the considerable advantages of this state-of-the-art technology in boosting the developmental testing and application of panels of molecular assays for the monitoring and management of natural resources. Once developed, this approach provides a cost and time-effective alternative compared to other multi-species approaches (e.g. metabarcoding). In addition, it is transferable to a wide range of species and will aid future monitoring programmes.
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  • 文章类型: Journal Article
    近年来,有害藻华(HAB)一直是美国西海岸沿海社区的普遍挑战,对当地经济和生计产生了负面影响。我们专注于HABs对由产生毒素软骨藻酸(DA)的伪硝化引发的Quinault印度民族(QIN)的影响。这种毒素在滤食器中积累,并通过食用贝类对人类健康构成威胁。食用含有高水平DA的剃刀蛤类和捕食它们的Dungeness蟹可能会导致人类失忆贝类中毒,因此需要商业关闭,休闲和自给渔业,推迟或限制收割季节。这些破坏导致收入的重大损失,并对对沿海社区至关重要的社会文化层面产生负面影响。部落社区的生计和福祉受到不成比例的影响,原因是更高的脆弱性和对这些海洋资源的依赖。我们在QIN的多个层面上评估这些影响,并讨论和反映,通过部落的镜头,面对HABs,在缓解和适应影响方面取得的进展和机会,伴随着持续的挑战。
    Harmful algal blooms (HABs) have been a pervasive challenge across coastal communities of the U.S. West Coast in recent years negatively affecting local economies and livelihoods. We focus on the effects of HABs to the Quinault Indian Nation (QIN) triggered by Pseudo-nitzschia that produce the toxin domoic acid (DA). This toxin accumulates in filter feeders and poses threats to human health via shellfish consumption. Consumption of razor clams with high levels of DA and Dungeness crab that prey on them can cause amnesic shellfish poisoning in humans and therefore requires closure of commercial, recreational and subsistence fisheries, postponing or limiting harvesting seasons. These disruptions result in significant losses in revenues along with negative effects to sociocultural dimensions of key importance to coastal communities. Livelihoods and wellbeing of tribal communities are affected disproportionately due to higher vulnerability and reliance on these marine resources for subsistence. We assess these effects at multiple levels for the QIN and discuss and reflect, through a tribal lens, upon advances and opportunities for impact mitigation and adaptation in the face of HABs, along with persisting challenges.
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  • 文章类型: Journal Article
    这项研究量化了烟台沿海地区每种沉积有机碳(OC)矿化途径的速率和相对贡献。结果表明,扇贝养殖活动与筏板养殖设施导致OC和反应性Fe(III)的积累增加,反过来促进了OC好氧矿化,Fe还原,并竞争性地抑制硫酸盐还原。在扇贝养殖区(SFA),O2还原,异化铁还原,硫酸盐还原贡献了32.17%,27.77%,和总OC矿化的30.18%,1.6倍,1.2倍,是非农业地区的0.6倍,分别。然而,扇贝的收获和水流的重悬将增加水柱中溶解无机碳积累的短期风险。OC预算表明,烟台沿海地区表现出比储存更多的OC矿化,只有5.0-7.2%的净沉降OC被永久埋在沉积物中。
    This study quantified the rate and relative contribution of each sedimentary organic carbon (OC) mineralization pathway in the Yantai coastal area. The results showed that scallop farming activities with raft-breeding facilities led to increased accumulation of OC and reactive Fe(III), which in turn promoted OC aerobic mineralization, Fe reduction, and competitively inhibited sulfate reduction. In the scallop farming area (SFA), O2 reduction, dissimilatory Fe reduction, and sulfate reduction contributed 32.17 %, 27.77 %, and 30.18 % of the total OC mineralization, 1.6 times, 1.2 times, and 0.6 times those of the non-farming area, respectively. Nevertheless, scallop harvesting and resuspension by water currents will increase the short-term risk of dissolved inorganic carbon accumulation in the water column. The OC budget showed that the Yantai coastal area exhibited more OC mineralization than storage, with only 5.0-7.2 % of the net settled OC being permanently buried in the sediment.
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  • 文章类型: Journal Article
    贝类是丰富的矿物质来源,B-维生素和欧米茄-3到人类饮食。到2050年,全球人口预计将达到96亿,对贝类的需求将增加,收获将持续改善。大多数消耗的贝类的生产是基于海洋的,因此容易受到原位环境条件和水质的影响。人口增长促进了城市化的扩展以及进入水生环境的废水和废物的产生,暴露于未经处理的废水或不适当丢弃的废物可能污染海产品。环境污染物作为微塑料(MP),药物(PHAR)和潜在有毒污染物(PTE)正在所有营养级中被识别,并且是对贝类和消费者安全的当前威胁。免疫毒性,遗传毒性,生育率降低,PTE的死亡率和生物蓄积性是在受污染的贝类中已经建立的各种影响的代表性例子。在人类中,食用受污染的贝类会导致神经和发育影响,生殖和胃肠道疾病,在极端情况下,死亡。这一及时的审查提供了对国会议员存在的见解,PHAR和PTE在贝类,并估计消费行为的每日摄入量和危害商。解决了包含降低风险的海鲜净化的替代方法,从爱尔兰共和国的角度反映最先进的知识。对最佳出版文献的回顾显示,国会议员,在商业化的贝类物种中检测到PHAR和PTE污染物,比如Crassostrea和Mytilus.广泛的体外研究证明了贝类由于摄食特性而积累这些污染物的能力。然而,缺乏关于这些污染物在水生环境中的分布的知识,它们与人类的相互作用。包括风险评估在内的预防措施对于保护贝类行业和消费者是必要的。
    Shellfish are a rich source of minerals, B-vitamins and omega-3 to the human diet. The global population is expected to reach 9.6 billion people by 2050 where there will be increased demand for shellfish and for sustained improvements in harvesting. The production of most consumed species of shellfish is sea-based and are thus susceptible to in situ environmental conditions and water quality. Population growth has contributed to expansion of urbanization and the generation of effluent and waste that reaches aquatic environments, potentially contaminating seafood by exposure to non-treated effluents or inappropriately discarded waste. Environmental contaminants as microplastics (MP), pharmaceuticals (PHAR) and potentially toxic contaminants (PTE) are being identified in all trophic levels and are a current threat to both shellfish and consumer safety. Immunotoxicity, genotoxicity, fertility reduction, mortality and bioaccumulation of PTE are representative examples of the variety of effects already established in contaminated shellfish. In humans, the consumption of contaminated shellfish can lead to neurological and developmental effects, reproductive and gastrointestinal disorders and in extreme cases, death. This timely review provides insights into the presence of MP, PHAR and PTE in shellfish, and estimate the daily intake and hazard quotient for consumption behaviours. Alternatives approaches for seafood depuration that encompass risk reduction are addressed, to reflect state of the art knowledge from a Republic of Ireland perspective. Review of best-published literature revealed that MP, PHAR and PTE contaminants were detected in commercialised species of shellfish, such as Crassostrea and Mytilus. The ability to accumulate these contaminants by shellfish due to feeding characteristics is attested by extensive in vitro studies. However, there is lack of knowledge surrounding the distribution of these contaminants in the aquatic environment their interactions with humans. Preventive approaches including risk assessment are necessary to safeguard the shellfish industry and the consumer.
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  • 文章类型: Journal Article
    法国PertuisCharentais沿岸地区微塑料(MP)污染的季节性模式,法国贝类主要产区之一,第一次被评估,2019年5月至2020年5月在四个不同的地点。参考地点位于“IledeRé”,其他地点位于SèvreNiortaise河口,夏朗德河和Seudre河。蓝贻贝(Mytilusedulis)和太平洋牡蛎(Magallanagigas),分析了被认为是海洋环境质量的前哨物种,还有沉积物和海水样本.从每个样本中提取MPs,计数,按颜色和类型进行测量和排序。显微拉曼光谱用于确定确认的MPs和聚合物类型的比例。结果表明,纤维和碎片对贻贝的污染(1.9±2.1MPs/gww)明显高于牡蛎(0.4±0.4MPs/gww)。具体来说,这两个物种的纤维污染明显大于碎片污染。在双壳类动物的季节和地点观察到MP污染的显着变化,并取决于MP的种类和类型(纤维或碎片)。在水和沉积物中测量的MPs的平均浓度为0.007MPs/L和210MPs/kgdw,分别。最后,蓝色是纤维(79%)和碎片(81%)的主要颜色。蓝色片段主要由PS(70%)组成,其次是PC(18%)和PP,PA或PLA(3%),而蓝色纤维主要由PA(80%)制成,其次是PET(13%)或PP(7%)。这项罕见的环境案例研究涉及农业地区长期长期暴露于MP,为整个季节的塑料纤维和碎片污染的原位变化提供了新的知识。
    The seasonal pattern of microplastics (MPs) contamination of the French littoral area of the Pertuis Charentais, one of the main French shellfish production regions, was assessed for the first time, between May 2019 and May 2020 at four different sites. The reference site was located at \"Ile de Ré\" and the other sites were located in the estuaries of the Sèvre Niortaise, Charente and Seudre rivers. Both blue mussels (Mytilus edulis) and Pacific oysters (Magallana gigas), that are considered sentinel species for the quality of the marine environment were analysed, along with sediment and seawater samples. MPs were extracted from each sample, counted, measured and sorted by colour and type. Micro-Raman spectroscopy was used to determine the proportion of confirmed MPs and the polymer types. The results showed that the contamination of mussels by fibres and fragments (1.9 ± 2.1 MPs/g ww) was significantly higher than for oysters (0.4 ± 0.4 MPs/g ww). Specifically, the contamination by fibres in both species was significantly greater than the contamination by fragments. Significant variations of MPs contamination were observed across the seasons and sites in bivalves, and depended on the species and the type of MPs (fibres or fragments). Mean concentrations of MPs measured in water and sediment were 0.007 MPs/L and 210 MPs/kg dw, respectively. Finally, blue was the dominant colour for fibres (79 %) and fragments (81 %). Blue fragments were mainly made of PS (70 %) followed by PC (18 %) and PP, PA or PLA (3 %) whereas blue fibres were mainly made of PA (80 %) followed by PET (13 %) or PP (7 %). This rare environmental case study of long-term chronic exposure of farming areas to MPs provides new knowledge on in situ variations of plastic fibres and fragments contamination throughout the seasons.
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  • 文章类型: Journal Article
    有害藻华(HAB)具有广泛的环境影响,包括具有社会和商业重要性的水生物种。在新西兰(NZ),水产养殖业的战略增长可能会受到HABs的不利影响。这篇评论研究了已知在全球和新西兰开花的HAB物种及其对商业上重要的贝类和鱼类物种的影响。卡列尼亚种的绽放。经常与新西兰鱼类和贝类的死亡率以及其他属的亚致死效应有关,尤其是亚历山大。,贝类(包括瘫痪,缺乏byssus的生产,和增长放缓)也令人担忧。气候变化和人为影响可能会改变HAB人口结构和动态,以及鱼类和贝类的生理反应,可能进一步损害水生物种。还讨论了在新西兰发现的HAB物种,这些物种将来有可能开花和危害海洋生物。环境DNA(eDNA)和相关的生物测定的使用是实用工具,使早期检测新的,问题HAB物种和快速毒素/HAB筛选,并提供了使用eDNA对水产养殖生产地点进行HAB监测的新数据。随着水产养殖的发展,供应了世界上相当大比例的蛋白质,HABs在降低生产率方面的作用越来越重要。研究气候变化和HABs对养殖物种的多重应激源影响,最近,需要HAB菌株来准确评估影响并为库存管理策略提供信息。
    Harmful algal blooms (HABs) have wide-ranging environmental impacts, including on aquatic species of social and commercial importance. In New Zealand (NZ), strategic growth of the aquaculture industry could be adversely affected by the occurrence of HABs. This review examines HAB species which are known to bloom both globally and in NZ and their effects on commercially important shellfish and fish species. Blooms of Karenia spp. have frequently been associated with mortalities of both fish and shellfish in NZ and the sub-lethal effects of other genera, notably Alexandrium spp., on shellfish (which includes paralysis, a lack of byssus production, and reduced growth) are also of concern. Climate change and anthropogenic impacts may alter HAB population structure and dynamics, as well as the physiological responses of fish and shellfish, potentially further compromising aquatic species. Those HAB species which have been detected in NZ and have the potential to bloom and harm marine life in the future are also discussed. The use of environmental DNA (eDNA) and relevant bioassays are practical tools which enable early detection of novel, problem HAB species and rapid toxin/HAB screening, and new data from HAB monitoring of aquaculture production sites using eDNA are presented. As aquaculture grows to supply a sizable proportion of the world\'s protein, the effects of HABs in reducing productivity is of increasing significance. Research into the multiple stressor effects of climate change and HABs on cultured species and using local, recent, HAB strains is needed to accurately assess effects and inform stock management strategies.
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  • 文章类型: Journal Article
    在海湾扇贝(Argopectenirhrangans)养殖区及其周围水域进行了七次航行,北黄海,2017年3月至11月,研究了碳酸盐体系的动力学及其控制因素。结果表明,研究的参数在一定的时空尺度范围内具有高度的变异性,受到各种物理和生物过程的全面强迫。混合效应和扇贝钙化在总碱度(TAlk)的季节变化中起着最重要的作用。对于溶解无机碳(DIC),除了混合,海气交换和微生物活动,例如光合作用和微生物呼吸过程,对其动力学有更重要的影响。与前者不同,水pHT的变化,CO2分压(pCO2)和文石饱和状态(ΩA)主要通过温度的结合来控制,海气交换,微生物活性和扇贝代谢活性。此外,结果表明,大量扇贝养殖可以通过降低海水中的TAlk浓度来显著提高DIC/TAlk比值,从而降低了碳酸盐体系在海水中的缓冲能力,尤其是对于ΩA。初步计算,在一个扇贝培养周期中,分别从表层和底层水中去除〜75.7和〜45.5μmolkg-1的TAlk。如果这些碳酸盐不能及时补充,这可能会加速沿海水域的酸化过程。本研究强调了海湾扇贝养殖影响下碳酸盐系统的控制机制,并为揭示人类活动(带壳软体动物海水养殖)与沿海酸化之间的潜在联系提供了有用的信息。
    Seven cruises were carried out in a bay scallop (Argopecten irradians) farming area and its surrounding waters, North Yellow Sea, from March to November 2017 to study the dynamics of the carbonate system and its controlling factors. Results indicated that the studied parameters were highly variability over a range of spatiotemporal scales, comprehensively forced by various physical and biological processes. Mixing effect and scallop calcification played the most important role in the seasonal variation of total alkalinity (TAlk). For dissolved inorganic carbon (DIC), in addition to mixing, air-sea exchange and microbial activity, e.g. photosynthesis and microbial respiration processes, had more important effects on its dynamics. Different from the former, the changes of water pHT, partial pressure of CO2 (pCO2) and aragonite saturation state (ΩA) were mainly controlled by the combining of the temperature, air-sea exchange, microbial activity and scallop metabolic activities. In addition, the results indicated that massive scallop farming can significantly increase the DIC/TAlk ratio by reducing the TAlk concentration in seawater, thereby reducing the buffering capacity of the carbonate system in seawater especially for ΩA. Preliminary calculated, ~75.7 and ~45.5 μmol kg-1 of TAlk were removed from the surface and bottom waters respectively in one scallop cultivating cycle. If these carbonates cannot be replenished in time, it is likely to accelerate the acidification process of coastal waters. This study highlighted the control mechanism of the carbonate system under the influence of bay scallop farming, and provided useful information for revealing the potential link between human activities (shelled-mollusc mariculture) and coastal acidification.
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  • 文章类型: Journal Article
    污水溢出(SOs)和联合下水道溢出(CSO)显着导致沿海水域的细菌污染,这是水产养殖特别关注的问题,世界范围内不断发展的行业。水动力和水质模型用于研究CSO排放频率和持续时间的影响,达特河口(英国)贝类养殖地点的河流排放和大肠杆菌含量的潮汐,是普遍适用的采用方法。由于较高的保留率和较低的细菌腐烂率,在小潮和高河流排放期间发生了高大肠杆菌污染。CSO泄漏的同步性影响了污染事件的持续时间,而不是峰值浓度,受邻近民间社会组织放电的影响更大。在高峰放电期间,大肠杆菌浓度可以比平均流动期间高10倍。当降雨量>20毫米时,CSO泄漏更频繁。模型输出与降雨预测相结合可以表明水产养殖场所的微生物污染风险。
    Sewage overflows (SOs) and Combined Sewer Overflows (CSOs) significantly contribute to the bacterial contamination of coastal waters, which is of especial concern for aquaculture, a growing industry worldwide. Hydrodynamic and water quality models were used to investigate impacts of CSO discharge frequency and duration, river discharge and tides on Escherichia coli levels at shellfish farming sites in the Dart Estuary (UK), being the employed methodology generally applicable. High E. coli contamination occurred during neap tides and high river discharges due to higher retention and lower bacterial decay. Synchronicity of CSO spills affected the duration of the pollution episodes rather than peak concentrations, more influenced by discharges of the neighbouring CSOs. During peak discharges, E. coli concentrations could be 10 times higher than during average flows. CSO spills were more frequent when rainfall was >20 mm. Model outputs combined with rainfall forecasts can indicate microbiological contamination risk in the aquaculture sites.
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  • 文章类型: Journal Article
    单相沙门氏菌4,[5]:12:i:-是一个主要的公共卫生问题,因为它们是从全球临床病例中分离出的五大沙门氏菌血清型之一,并且因为它们可以对多种抗生素产生耐药性。共产生811个沙门氏菌4,[5]:12:i:-和鼠伤寒沙门氏菌全基因组序列(WGS)。确定了引起沙门氏菌4,[5]:12:i:-基因型的各种遗传病变,并评估了它们在811沙门氏菌4,[5]:12:i:-和伤寒沙门氏菌中的分布。分离,它们的地理和时间分布,以及它们与非人类来源的联系。在种群结构中发现了几个分支,而最大的两个几乎完全与短的prophage插入和携带编码抗生素和汞抗性的基因座的移动元素的插入有关。IS26介导的缺失和fljB点突变体似乎克隆传播。\'不一致\'沙门氏菌4,[5]:12:i:-分离株与特定,在由水组成的单个进化枝中发现了fljA和hin中的单个氨基酸变化,贝类,和鸟类分离株。包含PFGE先前确定的来自不同病例簇的分离株验证了某些簇,而使其他簇无效。一些由非常密切相关的分离株组成的临床分离株的wgMLST簇包含具有不同遗传损伤的分离株。表明相关因素的持续流动性。此类病例可能需要排除在流行病学调查之外,直到包括足够数量的分离株,以不损害与来源相关的统计显著性。在临床病例群中或附近经常发现非人类来源。非人类来源的前瞻性监测和WGS,以及WGS对现有培养物收集的分离株进行回顾性分析,为食品和水传播疫情的流行病学调查提供了至关重要的数据。
    Monophasic Salmonella 4,[5]:12:i:- are a major public health problem because they are one of the top five Salmonella serotypes isolated from clinical cases globally and because they can carry resistance to multiple antibiotics. A total of 811 Salmonella 4,[5]:12:i:- and S. Typhimurium whole genome sequences (WGS) were generated. The various genetic lesions causing the Salmonella 4,[5]:12:i:- genotype were identified and assessed with regards to their distribution in the population of 811 Salmonella 4,[5]:12:i:- and S. Typhimurium isolates, their geographical and temporal distribution, and their association with non-human sources. Several clades were identified in the population structure, and the largest two were associated almost exclusively with a short prophage insertion and insertion of a mobile element carrying loci encoding antibiotic and mercury resistance. IS26-mediated deletions and fljB point mutants appeared to spread clonally. \'Inconsistent\' Salmonella 4,[5]:12:i:- isolates associated with specific, single amino acid changes in fljA and hin were found in a single clade composed of water, shellfish, and avian isolates. Inclusion of isolates from different case clusters identified previously by PFGE validated some of the clusters and invalidated others. Some wgMLST clusters of clinical isolates composed of very closely related isolates contained an isolate(s) with a different genetic lesion, suggesting continuing mobility of the implicated element responsible. Such cases may need to be left out of epidemiological investigations until sufficient numbers of isolates are included that statistical significance of association with sources is not impaired. Non-human sources were frequently found in or near clinical case clusters. Prospective surveillance and WGS of non-human sources and retrospective analysis by WGS of isolates from existing culture collections provides data critical for epidemiological investigations of food- and waterborne outbreaks.
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