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Forecasting ocean hypoxia in salmonid fish farms 预测鲑鱼养殖场的海洋缺氧状况
Pub Date : 2024-07-09 DOI: 10.3389/faquc.2024.1365123
Vitor Cerqueira, João Pimentel, Jennie Korus, Francisco Bravo, Joana Amorim, Mariana Oliveira, Andrew Swanson, Ramón Filgueira, Jon Grant, Luis Torgo
Hypoxia is defined as a critically low-oxygen condition of water, which, if prolonged, can be harmful to fish and many other aquatic species. In the context of ocean salmon fish farming, early detection of hypoxia events is critical for farm managers to mitigate these events to reduce fish stress, however in complex natural systems accurate forecasting tools are limited. The goal of this research is to use a machine learning approach to forecast oxygen concentration and predict hypoxia events in marine net-pen salmon farms.The developed model is based on gradient boosting and works in two stages. First, we apply auto-regression to build a forecasting model that predicts oxygen concentration levels within a cage. We take a global forecasting approach by building a model using the historical data provided by sensors at several marine fish farms located in eastern Canada. Then, the forecasts are transformed into binary probabilities that indicate the likelihood of a low-oxygen event. We leverage the cumulative distribution function to compute these probabilities.We tested our model in a case study that included several cages across 14 fish farms. The experiments suggest that the model can detect future hypoxic events with a commercially acceptable false alarm rate. The resulting probabilistic predictions and oxygen concentration forecasts can help salmon farmers to prioritize resources, and reduce harm to crops.
缺氧被定义为水体严重低氧的状态,如果持续时间过长,会对鱼类和许多其他水生物种造成危害。在大洋鲑鱼养殖中,缺氧事件的早期检测对于养殖管理者缓解这些事件以减少鱼类压力至关重要,但在复杂的自然系统中,准确的预测工具非常有限。本研究的目标是利用机器学习方法预测氧气浓度,并预测海洋网箱养殖鲑鱼场的缺氧事件。首先,我们应用自动回归建立预测模型,预测网箱内的氧气浓度水平。我们采用全球预测方法,利用加拿大东部几个海水养鱼场的传感器提供的历史数据建立模型。然后,将预测结果转化为二进制概率,表示发生低氧事件的可能性。我们利用累积分布函数来计算这些概率。我们在一项案例研究中测试了我们的模型,其中包括 14 个养鱼场的多个网箱。实验结果表明,该模型能够以商业上可接受的误报率检测到未来的缺氧事件。由此得出的概率预测和氧气浓度预报可帮助鲑鱼养殖者确定资源的优先次序,并减少对作物的伤害。
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引用次数: 0
Resolving the term “offshore aquaculture” by decoupling “exposed” and “distance from the coast” 将 "暴露 "和 "与海岸的距离 "脱钩,解决 "近海水产养殖 "问题
Pub Date : 2024-07-05 DOI: 10.3389/faquc.2024.1428056
B. Buck, Hans V. Bjelland, Abigail Bockus, Michael Chambers, Barry A. Costa-Pierce, Tobias Dewhurst, Joao G. Ferreira, H. M. Føre, David W. Fredriksson, Nils Goseberg, John Holmyard, Wolf Isbert, G. Krause, Till Markus, Nikos Papandroulakis, Tyler Sclodnick, Bill Silkes, Åsa Strand, Max Troell, Daniel Wieczorek, S. W. K. van den Burg, Kevin G. Heasman
The terms “offshore” and “open ocean” have been used to describe aquaculture sites that are further from the coast or in higher energy environments. Neither term has been clearly defined in the scientific literature nor in a legal context, and the terms are often used interchangeably. These and other related terms (for example “exposed”, “high-energy”) variously refer to aspects of a site such as the geographic distance from shore or infrastructure, the level of exposure to large waves and strong currents, the geographic fetch, the water depth, or some combination of these parameters. The ICES Working Group (ICES, 2024) on Open Ocean Aquaculture (WGOOA) therefore identified a need to define the terminology to reduce ambiguity for these types of aquaculture sites or more precisely, to: (1) promote a common understanding and avoid misuse for different classifications; (2) enable regulators to identify the characteristics of a marine site; (3) allow farmers to be able to assess or quantitatively compare sites for development; (4) equip developers and producers to identify operational parameters in which the equipment and vessels will need to operate; (5) provide insurers and investors with the terminology to consistently assess risk and premiums; and (6) circumvent the emergence of narratives that root in different cognitive interpretations of the terminology in public discourse. This paper describes the evolution of the use of the term “offshore aquaculture” and define the most relevant parameters to shift to a more definitive and robust term “exposed aquaculture” that can inherently relay clearer information. Adoption of this more definitive definition of “exposed” will allow the user to define a site with more than just distance from shore. Key differences and the importance of these terms are discussed that affect various interest groups. Follow-up articles in this compilation from scientific members of the WGOOA as well as other scientists outside ICES are incorporated that develop a set of definitions and a rigorous exposure index.
近海 "和 "公海 "这两个术语被用来描述离海岸较远或处于高能环境中的水产养殖地点。这两个术语在科学文献和法律背景中都没有明确定义,经常交替使用。这些术语和其他相关术语(如 "暴露"、"高能量")指的是场地的各个方面,如与海岸或基础设施的地理距离、暴露于大浪和强流的程度、地理落差、水深或这些参数的某些组合。因此,国际海洋考察理事会(ICES,2024年)开阔洋水产养殖工作组(WGOOA)认为有必要对术语进行定义,以减少这些类型水产养殖地点的模糊性,或者更准确地说,是为了:(1)促进共同理解,避免不同分类的误用;(2)使监管者能够确定海洋场址的特征;(3)使养殖者能够评估或定量比较开发场址;(4)使开发者和生产者能够确定设备和船只需要运行的操作参数;(5)为保险者和投资者提供术语,以一致评估风险和保险费;(6)避免出现在公众讨论中对术语的不同认知解释。本文描述了 "离岸水产养殖 "术语使用的演变过程,并定义了最相关的参数,以转向更明确、更有力的术语 "暴露水产养殖",从而传递更清晰的信息。采用 "暴露 "这一更明确的定义,将使用户能够定义一个地点,而不仅仅是与海岸的距离。讨论了这些术语的主要区别和重要性,它们影响着不同的利益群体。本汇编还收录了来自 WGOOA 科学成员以及国际海洋考察理事会以外的其他科学家的后续文章,这些文章制定了一套定义和严格的暴露指数。
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引用次数: 0
Brown algae (Phaeophyceae) stressors and illnesses: a review for a sustainable aquaculture under climate change 褐藻(Phaeophyceae)的压力和疾病:气候变化下可持续水产养殖综述
Pub Date : 2024-06-03 DOI: 10.3389/faquc.2024.1390415
Eliana Ruiz Martínez, D. Schroeder, Gunnar Thuestad, I. A. Hoell
Brown algae (Phaeophyceae) dominate intertidal and shallow subtidal areas globally, where larger species form extensive underwater forests. These structurally complex and highly productive habitats enhance local biodiversity and support food webs in coastal areas through secondary production, thereby shaping local oceanography and ecology. Macroalgal aquaculture is an important and growing sector, where approximately 40% of all cultivated algae belong to Phaeophyceae. However, both cultured and natural brown algae have been under increasing pressure due to climate-driven factors, such as ocean warming, eutrophication, and herbivore outbreaks. We conducted a comprehensive literature review on abiotic (temperature, light intensity, and UV radiation, nutrients, water motion, salinity, and substrata and sediment) and biotic (bacteria, viruses, fungi, eukaryotic endophytes and endoparasites, epiphytes, and grazers) stressors and illnesses in marine brown macroalgae, as well as brown algae defense mechanisms, and discuss how these parameters may affect the production of a sustainable crop for the aquaculture industry under future climate change scenarios.
褐藻(褐藻纲)在全球潮间带和浅海潮下带占主导地位,其中较大的褐藻形成了广阔的水下森林。这些结构复杂、高产的栖息地提高了当地的生物多样性,并通过二次生产支持沿海地区的食物网,从而影响当地的海洋学和生态学。大型藻类水产养殖是一个重要且不断增长的行业,在所有养殖的藻类中,约有 40% 属于辉绿藻科。然而,由于海洋变暖、富营养化和食草动物爆发等气候驱动因素,养殖褐藻和天然褐藻都面临着越来越大的压力。我们对海洋大型褐藻的非生物(温度、光照强度和紫外线辐射、营养物质、水流、盐度、底质和沉积物)和生物(细菌、病毒、真菌、真核内生菌和内寄生虫、附生植物和食草动物)压力和疾病以及褐藻防御机制进行了全面的文献综述,并讨论了在未来气候变化情况下,这些参数可能会如何影响水产养殖业可持续作物的生产。
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引用次数: 0
Sustainability and innovation across the aquaculture value chain 整个水产养殖价值链的可持续性和创新性
Pub Date : 2024-05-08 DOI: 10.3389/faquc.2024.1384722
J. Aarstad, S. Jakobsen, Arnt Fløysand, O. Kvitastein
Previous research has shown that Norwegian aquaculture firms strongly emphasize environmental and social sustainability, and this study aims to assess if the pattern is consistent across the value chain and consistent independent of suppliers’ amount of sales to fish farming. Also, it studies if value chain position and sales to fish farming are associated with innovation activities. Empirically, the study compares survey data between firms in the aquaculture industry and other industries as reference groups. The results show that aquaculture firms across the value chain overall emphasize environmental and social sustainability more than actors in the reference industries. For suppliers, the emphasis is strongest for those with high sales to fish farming. Another finding is that aquaculture firms’ innovation activities are relatively strong among firms providing services and input factors, particularly among suppliers with high sales to fish farming.
以往的研究表明,挪威水产养殖企业非常重视环境和社会的可持续发展,本研究旨在评估这种模式在整个价值链中是否一致,是否与供应商的养鱼销售额无关。此外,研究还探讨了价值链地位和对养鱼业的销售额是否与创新活动相关。在实证方面,本研究比较了水产养殖业公司和其他行业公司的调查数据,并以此作为参照组。结果显示,价值链上的水产养殖企业比参照行业的企业更重视环境和社会的可持续发展。就供应商而言,对水产养殖业销售额高的供应商最为重视。另一项发现是,在提供服务和投入要素的企业中,水产养殖企业的创新活动相对较强,尤其是在对养鱼业销售额高的供应商中。
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引用次数: 0
Resistance of juvenile Nile tilapia Oreochromis niloticus from Brazilian populations to Streptococcus agalactiae (serotype Ib and ST-NT) 巴西种群的尼罗罗非鱼幼鱼对半乳链球菌(血清型 Ib 和 ST-NT )的抗药性
Pub Date : 2024-04-25 DOI: 10.3389/faquc.2024.1354029
Rubens Ricardo Oliveira-Neto, V. A. Mastrochirico-Filho, Inácio Mateus Assane, R. B. Ariede, Milena Vieira Freitas, J. F. Agudelo, Carolina H. S. Borges, Thaís Gornati Gonçalves, L. V. Lira, R. V. Reis Neto, Fabiana Pilarski, D. Hashimoto
Nile tilapia is the main farmed fish in Brazilian aquaculture. Streptococcus agalactiae (GBS) is responsible for high mortality rates in fish farms. Genetic improvement is considered an effective alternative for producing resistant animals in aquaculture. The objective of this study was to estimate genetic parameters for resistance to GBS infection in a breeding population of Nile tilapia from Brazil, based on disease challenge using a circulating serotype (Ib and ST-NT). Furthermore, genetic correlations between resistance to GBS and average daily gain (ADG) were estimated to determine whether these traits can be included in selective breeding programs. Survival (SS) and time until death (TD) were the evaluated traits. The survival of the most resistant families was approximately 30%, indicating high phenotypic variation in resistance to the infection. Low to moderate heritability values for resistance traits in the Nile tilapia population were estimated, ranging from 0.14 to 0.27. Heritability for ADG was moderate to high (0.40) based on a growth trial involving 43 families (735 animals). Phenotypic correlations between the resistance traits (SS and TD) and ADG were positive and low, ranging from 0.09 to 0.18, whereas genetic correlations were close to zero. Phenotypic and genetic correlations between SS and TD were considered high and positive, ranging from 0.38 to 0.72. The results suggest that selection for resistance against GBS does not negatively affect juvenile weight gain in Nile tilapia.
尼罗罗非鱼是巴西水产养殖业的主要养殖鱼类。无乳链球菌(GBS)是造成养鱼场高死亡率的原因。基因改良被认为是水产养殖中生产抗病动物的有效替代方法。本研究的目的是通过使用循环血清型(Ib 和 ST-NT)进行疾病挑战,估计巴西尼罗罗非鱼育种群体对 GBS 感染的抗性遗传参数。此外,还估算了对 GBS 的抗性与平均日增重(ADG)之间的遗传相关性,以确定是否可将这些性状纳入选择性育种计划。存活率(SS)和死亡时间(TD)是被评估的性状。抗性最强的家系的存活率约为 30%,表明抗感染的表型变异很大。据估计,尼罗罗非鱼种群抗性性状的遗传率为 0.14 至 0.27,处于中低水平。根据一项涉及 43 个家庭(735 头鱼)的生长试验,ADG 的遗传力为中高值(0.40)。抗性性状(SS 和 TD)与日增重之间的表型相关性为正且较低,范围在 0.09 至 0.18 之间,而遗传相关性接近零。SS 和 TD 之间的表型和遗传相关性被认为是高且正的,范围在 0.38 至 0.72 之间。研究结果表明,对 GBS 的抗性选择不会对尼罗罗非鱼幼鱼增重产生负面影响。
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引用次数: 0
Rapid transformation in aquatic food value chains in three Nigerian states 尼日利亚三个州水产食品价值链的快速转型
Pub Date : 2024-04-04 DOI: 10.3389/faquc.2024.1302100
L. Liverpool‐Tasie, A. Wineman, Mark Umunna Amadi, A. Gona, C. Emenekwe, Ming Fang, Olawale Olunuga, R. Onyeneke, S. Norbert, Taiwo Mayomi Adenike, Thomas Reardon, Ben Belton
Nigeria is Africa’s most populous country, third largest fish producer, and second largest aquaculture producer. There have been numerous studies of aquaculture and fisheries in Nigeria, but no study to date has analyzed aquaculture and capture fisheries value chains together, while giving equal weight to all value chain segments and systematically capturing information on temporal trends in value chain structure, conduct, and performance. This paper does so.We conducted a structured, qualitative, rapid reconnaissance survey of 180 actors from eight segments of the aquatic food value chain in three Nigerian states with contrasting geographies, Ebonyi, Kebbi, and Oyo.Results particularly important for future research and policy are as follows. (1) Partial vertical integration is a common feature of the organization of firms in all value chain segments, as a risk reduction strategy to overcome market imperfections and frictions. Scarcity and high cost of imported intermediate inputs is stimulating local innovation and import substitution manufacturing of feeds and fabricated items. (2) Inter-sectoral spillovers from the poultry industry have hastened the development of fish value chains, while improvements in power supply have enabled the expansion of cold storage capacity, facilitating the geographical lengthening of frozen fish value chains. (3) Rapid technological and/or institutional change is occurring in all value chain segments, including those usually viewed as traditional, such as processing and fishing. Logistics services are becoming more specialized and sophisticated, and digital communications technologies including social media play an increasingly important role in value chain coordination and marketing. (4) Increasing opportunity costs of time drive demand for convenience foods such as smoked and fried fish, which require little further preparation and can be stored at room temperature. Demand for farmed catfish is linked to growing consumption of food away from home at bars and restaurants. (5) Significant opportunities exist to improve the performance of value chains in terms of gender equity, environmental impacts, and food safety.
尼日利亚是非洲人口最多的国家、第三大水产品生产国和第二大水产养殖国。关于尼日利亚水产养殖和渔业的研究不胜枚举,但迄今为止还没有一项研究将水产养殖和捕捞渔业价值链放在一起进行分析,同时对所有价值链环节给予同等重视,并系统地捕捉价值链结构、行为和绩效方面的时间趋势信息。我们对尼日利亚三个州(埃邦伊州、凯比州和奥约州)水产食品价值链八个环节的 180 名参与者进行了结构化、定性和快速调查。(1) 部分纵向一体化是所有价值链环节中企业组织的共同特征,是克服市场缺陷和摩擦的一种降低风险战略。进口中间投入品的稀缺性和高成本刺激了饲料和加工品的本地创新和进口替代制造。(2) 家禽业的跨行业溢出效应加速了鱼类价值链的发展,而电力供应的改善使冷藏能力得以扩大,促进了冷冻鱼类价值链的地理延伸。(3) 所有价值链环节,包括通常被视为传统的环节,如加工和捕捞,都在发生快速的技术和/或制度变革。物流服务日趋专业化和复杂化,包括社交媒体在内的数字通信技术在价值链协调和营销中发挥着越来越重要的作用。(4) 时间的机会成本不断增加,推动了对熏鱼和炸鱼等方便食品的需求,这些食品几乎不需要进一步的准备,可在室温下储存。对养殖鲶鱼的需求与酒吧和餐馆日益增长的外出消费有关。(5) 在性别平等、环境影响和食品安全方面,存在着提高价值链绩效的重要机会。
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引用次数: 1
Editorial: Functional feed additives: current trends 社论:功能性饲料添加剂:当前趋势
Pub Date : 2024-04-03 DOI: 10.3389/faquc.2024.1385508
Amina Zuberi, Muhammad Kamran, Naima Younus, Mohsen Abdel-Tawwab
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引用次数: 0
Humane slaughter in Mediterranean sea bass and bream aquaculture: farm characteristics, stakeholder views, and policy implications 地中海鲈鱼和鳊鱼养殖中的人道屠宰:养殖场特点、利益相关者观点和政策影响
Pub Date : 2024-03-19 DOI: 10.3389/faquc.2024.1383280
Koen van Pelt, Max Carpendale, Ren Ryba
In many countries, increasing concern for animal welfare is driving retailer commitments and government legislation that aim to improve the lives of farmed fish. One aspect of fish welfare involves stunning fish prior to slaughter. The feasibility of stunning depends on the species of fish and physical farm characteristics. In this article, we provide an overview of stunning before slaughter in European sea bass and sea bream aquaculture, one of the largest finfish farming industries in the developed world that does not yet stun most of its production. Sea bass and sea bream stunning necessitates the use of electrical stunning equipment aboard harvest vessels, often a significant distance from the shoreline; this presents an interesting engineering and policy challenge. Together, Türkiye, Greece, Spain, and Italy produced over 400,000 t of sea bass and sea bream in 2020. In Türkiye and Greece, farms are numerous and located very close to the shoreline. In Spain and Italy, farms are few and located far from the shoreline. The highest average production is found in farms from Türkiye (1,000 t) and Spain (1,300 t, and lower average production is found in Greece (300 t) and Italy (350 t). Producer progress towards the installation of electrical stunning appears comparatively well-developed for Türkiye, Spain, and Greece, though we emphasise that producers and other stakeholders require continued support to realise this opportunity. Producers in Italy appear slower to make progress on this aspect of animal welfare and may require additional support.
在许多国家,人们对动物福利的日益关注推动了零售商承诺和政府立法,旨在改善养殖鱼类的生活。鱼类福利的一个方面是在屠宰前对鱼类进行电击。电击的可行性取决于鱼的种类和养殖场的实际特点。在本文中,我们将概述欧洲鲈鱼和鲷鱼养殖中的宰前电晕,欧洲鲈鱼和鲷鱼养殖是发达国家最大的有鳍鱼养殖业之一,但其大部分产品尚未进行电晕。鲈鱼和鲷鱼的电晕需要在捕捞船上使用电晕设备,通常离海岸线很远;这是一个有趣的工程和政策挑战。2020 年,土耳其、希腊、西班牙和意大利的鲈鱼和鲷鱼产量合计超过 400,000 吨。在土耳其和希腊,养殖场数量众多,且非常靠近海岸线。在西班牙和意大利,养殖场数量少且远离海岸线。图尔基耶(1000 吨)和西班牙(1300 吨)的养殖场平均产量最高,希腊(300 吨)和意大利(350 吨)的养殖场平均产量较低。图尔基耶、西班牙和希腊的生产者在安装电击装置方面的进展似乎相对较好,但我们强调,生产者和其他利益相关者需要持续的支持才能实现这一机遇。意大利的生产商在动物福利这方面的进展似乎较慢,可能需要额外的支持。
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引用次数: 0
Assessment of carbon sink capacity and its value accounting for a farmed shellfish in the coastal wetland of the Yalu River Estuary 鸭绿江口滨海湿地养殖贝类的碳汇能力评估及其价值核算
Pub Date : 2024-03-19 DOI: 10.3389/faquc.2024.1355741
Yanju Hao, Zhenjiang Tan, Yueyin Cai, Shengkang Liang, Guangshuai Zhang, Quangming Wang, Qing Li
The carbon sink of cultivation shellfish in coastal wetlands is characterized as both highly ecological and economic value, thus making great contributions to achieving carbon neutrality. In this study, the main species of cultured shellfish (Ruditapes philippinarum, Meretrix meretrix, Sinonovacula constricta, Scapharca suberenata, and Grassostrea gigas) were selected as the research objects in the coastal wetland of the Yalu River Estuary to measure shellfish yields and carbon contents. Combined with the data from the cultured shellfish of fishery statistics of Donggang city, Dandong, Liaoning Province, China, the carbon sequestration capacity was calculated, and the carbon sink values of cultured shellfish also evaluated on the base of the diverse shellfish carbon sequestration ratios. The carbon sink conversion ratio of cultivation shellfish decreased in the following order: S. suberenata, R. philippinarum, G. gigas, S. constricta, and M. meretrix. The total carbon sequestration of cultured shellfish in the Yalu River Estuary Coastal Wetland from 2015 to 2019 was approximately 110,500 tC. The yield and the carbon sequestration quantity of R. philippinarum accounted for 76.60~83.30% of the total yield and 79.07~85.41% of the total carbon sequestration quantity. The value of the carbon sink was approximately 63,710,600 yuan. Among the species of cultured shellfish, R. philippinarum was the largest contributor to the carbon sink value. Based on Tapio’s decoupling model, R. philippinarum has the most ideal state of decoupling between carbon sink and economic growth of cultured shellfish, followed by M. meretrix and S. suberenata. Our results illustrate that the development of coastal wetland shellfish aquaculture has a positive contribution to reducing carbon emissions and increasing carbon sinks.
滨海湿地养殖贝类的碳汇特点是具有很高的生态和经济价值,从而为实现碳中和做出了巨大贡献。本研究选取鸭绿江口滨海湿地养殖贝类的主要品种(Ruditapes philippinarum、Meretrix meretrix、Sinonovacula constricta、Scapharca suberenata 和 Grassostrea gigas)作为研究对象,测定贝类产量和碳含量。结合辽宁省丹东市东港市渔业统计的养殖贝类数据,计算了养殖贝类的固碳能力,并在不同贝类固碳比的基础上评估了养殖贝类的碳汇值。养殖贝类的碳汇转化率依次降低:S.suberenata、R.philippinarum、G.gigas、S.constricta 和 M.meretrix。从 2015 年到 2019 年,鸭绿江口滨海湿地养殖贝类固碳总量约为 110,500 吨碳。菲律宾栉孔扇贝的产量和固碳量分别占总产量的 76.60%~83.30% 和总固碳量的 79.07%~85.41% 。碳汇价值约为 6371.06 万元。在养殖的贝类中,菲律宾栉孔扇贝的碳汇贡献值最大。根据 Tapio 的解耦模型,R. philippinarum 在养殖贝类碳汇与经济增长之间的解耦状态最为理想,其次是 M. meretrix 和 S. suberenata。我们的研究结果表明,发展滨海湿地贝类养殖对减少碳排放和增加碳汇有积极贡献。
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引用次数: 0
Description of the viral community in fecal content of common carp (Cyprinus carpio) living in a naturally preserved wetland on Mexican plateau 描述生活在墨西哥高原自然保留湿地中的鲤鱼(Cyprinus carpio)排泄物中的病毒群落
Pub Date : 2024-03-18 DOI: 10.3389/faquc.2024.1289423
O. A. Torres-Meza, E. Godoy-Lozano, Oscar Rico-Chávez, E. Loza-Rubio, G. García-Espinosa
The common carp (Cyprinus carpio) is a species that has been used worldwide as a source of protein for humans because of its adaptive capacity to the environment; however, it is also an invasive species. In Mexico, it was introduced to provide an easily accessible source of protein to people in rural areas until its extensive nationwide distribution. The community of viruses in these fish is not completely known. Massive sequencing, i.e., whole metagenome shotgun (WMS) sequencing, and bioinformatic analysis were used to describe the viral community of common carp (Cyprinus carpio) living in a natural preserved wetland. Through sequencer Illumina NextSeq 500/550 we got 484,953,684 sequences from ten samples of fecal content of carp (5 samples to DNA and 5 samples to RNA). The virome comprised 30 viral families (13 DNA families and 17 RNA families), among which viruses related to vertebrates stood out, for example Orthoherpesviridae, Parvoviridae, Astroviridae, Poxviridae, Hantaviridae and Picornaviridae.The most abundant viral taxa corresponded to bacteriophages, most of which are of polyphyletic origin. The results of this work contribute to the knowledge of the different viral taxa found in the common carp in the wild and indicate that these viral taxa may play a role in health and productivity of fish farms.
鲤鱼(Cyprinus carpio)因其对环境的适应能力而被全世界用作人类的蛋白质来源;然而,它也是一种入侵物种。在墨西哥,引进鲤鱼的目的是为农村地区的人们提供一种易于获取的蛋白质来源,直到鲤鱼广泛分布于全国各地。这些鱼类体内的病毒群还不完全清楚。本研究利用大规模测序(即全元基因组霰弹枪(WMS)测序)和生物信息学分析来描述生活在天然保存湿地中的鲤鱼(Cyprinus carpio)的病毒群落。通过测序仪Illumina NextSeq 500/550,我们从10个鲤鱼粪便样本中获得了484,953,684个序列(5个样本为DNA,5个样本为RNA)。病毒组包括 30 个病毒科(13 个 DNA 科和 17 个 RNA 科),其中与脊椎动物相关的病毒尤为突出,如疱疹病毒科、副粘病毒科、天牛病毒科、痘病毒科、汉坦病毒科和 Picornavir 科。这项工作的结果有助于人们了解野生鲤鱼体内发现的不同病毒类群,并表明这些病毒类群可能对养鱼场的健康和生产率产生影响。
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引用次数: 0
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