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Influence of microplastics on the structure and function of deep-sea communities during long-term enrichment processes 微塑料在长期富集过程中对深海群落结构和功能的影响
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-07 DOI: 10.3389/fmars.2024.1479919
Shiwei Lv, YuFei Li, Qing Yuan, Yao Lu, Yonglian Ye, Yangsheng Zhong, Renjiu Liu, Sufang Zhao, Jingyu Xia, Lingyu Zeng, Zongze Shao
Microplastics are widespread pollutants in aquatic environments, posing a significant threat to the health of marine ecosystems. However, little is known about the impact of plastics on deep-sea microbial communities. In this paper, we investigated the effects of polystyrene (PS) microplastics with three particle sizes (60 nm, 600 nm and 1 µm) and three concentrations (10, 50, 150 mg/L) as well as PS films (1 × 1 cm) on the deep-sea microbial community inoculated with water of 3370 m water depth from Pacific Ocean by using reactive oxygen species (ROS) detection, growth rate, scanning electron microscope (SEM) and high-throughput sequencing. Microplastics surface rotting (600 nm and 1 µm) and further fragmentation (60 nm) were observed caused by plastic-degrading microbial erosion after 50 days’ incubation. Similarly, deformation of PS film, including formation of obvious wrinkles and deep pits and the generation of microplastics and nanoplastics were also observed. Microplastics from commercial and plastic films could stimulate the bacterial community to secrete extracellular polymeric substance (EPS), favouring biofilm formation and resistance to external stress. Compared with larger microplastics, 60 nm microplastics and plastic films significantly inhibited the growth of bacterial communities with enhanced ROS production. The abundance of Moraxellaceae dominated in all enriched samples with the addition of microplastics, while the abundance of Alcanivoracaceae also increased in the 60 nm and plastic film enrichments, in contrast to dominant bacteria of Colwelliaceae, Marinobacteraceae, Rhodobacteraceae and Alcanivoracaceae the deep seawater in situ. Correspondingly, the functional changes of the communities were observed via functional prediction by 16S rRNA gene based on their alterations in bacterial community structure. The study provides insights into the effects of microplastics and nanoplastics on deep-sea microbial communities.
微塑料是水生环境中广泛存在的污染物,对海洋生态系统的健康构成重大威胁。然而,人们对塑料对深海微生物群落的影响知之甚少。本文利用活性氧检测、生长速率、扫描电子显微镜(SEM)和高通量测序技术,研究了三种粒径(60 nm、600 nm 和 1 µm)、三种浓度(10、50、150 mg/L)的聚苯乙烯(PS)微塑料以及聚苯乙烯薄膜(1 × 1 cm)对接种于太平洋 3370 米水深海水中的深海微生物群落的影响。培养 50 天后,观察到塑料降解微生物侵蚀导致微塑料表面腐烂(600 纳米和 1 微米)和进一步破碎(60 纳米)。同样,还观察到 PS 薄膜变形,包括形成明显的褶皱和深坑,以及产生微塑料和纳米塑料。来自商业薄膜和塑料薄膜的微塑料可刺激细菌群落分泌胞外聚合物(EPS),有利于生物膜的形成和抵抗外部压力。与较大的微塑料相比,60 纳米的微塑料和塑料薄膜能显著抑制细菌群落的生长,并增强 ROS 的产生。在所有添加了微塑料的富集样本中,摩拉菌科细菌的数量都占优势,而在 60 纳米微塑料和塑料薄膜富集样本中,藻胆菌科细菌的数量也有所增加,这与原位深层海水中占优势的高韦氏菌科、马林菌科、罗杆菌科和藻胆菌科细菌形成了鲜明对比。相应地,根据细菌群落结构的变化,通过 16S rRNA 基因进行功能预测,观察群落的功能变化。该研究有助于深入了解微塑料和纳米塑料对深海微生物群落的影响。
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引用次数: 0
Ultrasonographic technique and appearance of the coelomic organs in crocodilians 鳄鱼腹腔器官的超声技术和外观
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-06 DOI: 10.3389/fmars.2024.1423721
Wei Yeng Yeong, Paolo Martelli, Tabris Yik To Chung, Henry Chun Lok Tsui, Tommaso Gerussi, Brian Chin Wing Kot
IntroductionCrocodilians have significant ecological, conservational, and economic roles. They are also commonly raised for commercial purposes and kept as zoological specimens. Although ultrasonography has been used in zoological contexts for health assessments of crocodilians, published studies on a detailed ultrasonography protocol and ultrasonographic anatomy are lacking. This study aimed to establish a standardized ultrasonography protocol and pictorial reference of the ultrasonographic appearances of the coelomic organs of crocodilians.MethodsA total of 7 crocodilians comprising 4 different species were included in this study. The crocodilians were manually restrained and underwent a non-contrasted and contrasted computed tomography (CT) scan, followed by an ultrasonography (USG) examination. Ultrasound fusion imaging technique enabled greater confidence in establishing a clear organ localization and correlation between modalities by visualizing the same anatomy from the same view angle.ResultsThe heart, caudal vena cava, liver, fat body (steatotheca), spleen, stomach, duodenal loops, pancreas, kidneys, testes, ovaries and cloaca were visualized in all species. Longitudinal and transverse images of the coelomic structures were acquired when possible. The ultrasonographic characteristics of the coelomic organs, including transducer positioning, acoustic window and approach, shape, size, marginations, and echo pattern were documented.DiscussionThe findings of this study provided a useful ultrasonographic protocol and anatomical reference of the coelomic organs in crocodilians. Invaluable insights into the practicality and adequacy of ultrasonography in evaluating the coelomic structures of crocodilians as part of health assessment and disease diagnosis were also discussed.
导语:鳄鱼在生态、保护和经济方面具有重要作用。它们通常也被用于商业目的饲养并作为动物标本保存。尽管在动物学领域,超声波检查已被用于鳄鱼的健康评估,但目前还缺乏有关详细的超声波检查方案和超声波解剖学的公开研究。本研究旨在为鳄鱼腹腔器官的超声波成像建立标准化的超声波成像方案和图像参考。这些鳄鱼被人工束缚起来,接受非对比和对比计算机断层扫描(CT),然后接受超声波检查(USG)。结果所有鳄鱼都能看到心脏、尾静脉、肝脏、脂肪体(硬脂)、脾脏、胃、十二指肠襻、胰腺、肾脏、睾丸、卵巢和泄殖腔。在可能的情况下,还采集了腹腔结构的纵向和横向图像。本研究的结果为鳄鱼腹腔器官的超声诊断提供了有用的超声诊断方案和解剖学参考。此外,还讨论了超声波成像在评估鳄鱼腹腔结构的实用性和适当性方面的宝贵见解,作为健康评估和疾病诊断的一部分。
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引用次数: 0
Ocean literacy research community: co-identifying gaps and priorities to advance the UN Ocean Decade 海洋扫盲研究界:共同确定差距和优先事项,推进联合国海洋十年
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-06 DOI: 10.3389/fmars.2024.1469451
Jen McRuer, Emma McKinley, Diz L. Glithero, Martha Paiz-Domingo
IntroductionThe overarching goal of the UN Ocean Decade is to “change humanity's relationship with the ocean.” While this may be a challenge, it is, at the same time, a once in a generation opportunity. How can 8 billion people, including those who don't live near coastal areas, be inspired to value and care for the ocean? This is the essence of ocean literacy, and the driver of ocean literacy research (OLR).MethodsIn 2021, we began a research initiative to co-create a global OLR agenda by the developing OLR community, to better understand existing research themes, gaps, future priorities, actions, and impacts of ocean literacy initiatives. To deliver this, a series of virtual workshops – with the first taking place as part of the UN Ocean Decade Laboratories – was complemented by a participatory methodology using digital survey and mapping tools for crowdsourced collaboration.Results and discussionThrough this process, four initial OLR priorities were identified, including measuring ocean literacy, the role of ocean literacy as a policy mechanism, and alignment of OLR with climate change and the blue economy agendas. Finally, a working definition of OLR was developed to further guide OLR priorities for the UN Ocean Decade and beyond.
导言 联合国海洋十年的总体目标是 "改变人类与海洋的关系"。这可能是一个挑战,但同时也是一个千载难逢的机遇。如何激励 80 亿人,包括那些不住在沿海地区的人,重视和爱护海洋?这就是海洋素养的精髓,也是海洋素养研究(OLR)的驱动力。方法 2021 年,我们启动了一项研究计划,由发展中的 OLR 社区共同制定全球 OLR 议程,以更好地了解现有的研究主题、差距、未来的优先事项、行动以及海洋素养计划的影响。为了实现这一目标,我们举办了一系列虚拟研讨会--第一次研讨会是作为联合国海洋十年实验室的一部分举行的--并辅之以一种参与式方法,利用数字调查和制图工具进行众包合作。结果与讨论通过这一过程,我们确定了四个初步的海洋知识扫盲优先事项,包括衡量海洋知识、海洋知识扫盲作为政策机制的作用,以及海洋知识扫盲与气候变化和蓝色经济议程的一致性。最后,为进一步指导 "联合国海洋十年 "及其后的有 关优先事项,制定了有组织的海洋考察的工作定义。
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引用次数: 0
Take good care of your fish: fish re-identification with synchronized multi-view camera system 照顾好您的鱼:利用同步多视角摄像系统重新识别鱼类
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-06 DOI: 10.3389/fmars.2024.1429459
Suzhen Fan, Chengyang Song, Haiyang Feng, Zhibin Yu
IntroductionFish re-identification (re-ID) is of great significance for fish monitoring and can contribute to aquaculture and fish breeding. Synchronizing information from different cameras is beneficial for optimizing re-ID performance.MethodsWe constructed the first underwater fish re-identification benchmark dataset (FS48) under three camera conditions. FS48 encompasses 48 different fish identities, 10,300 frames, and 39,088 bounding boxes, covering various lighting conditions and background environments. Additionally, we developed the first robust and accurate fish re-identification baseline, FSNet, which fuses information from three camera positions by extracting features from synchronized video frames of each position and combining the synchronized information.ResultsThe experimental results show that FS48 is universal and of high quality. FSNet has an effective network design and demonstrates good performance, achieving better re-identification performance by combining information from three positions, helping improve overall re-test accuracy, and evaluating the effectiveness of re-identification among detectors.DiscussionOur dataset will be released upon acceptance of this paper, which is expected to further promote the development of underwater fish re-identification.
引言 鱼类再识别(re-ID)对鱼类监测意义重大,有助于水产养殖和鱼类育种。我们建立了第一个水下鱼类再识别基准数据集(FS48),在三种相机条件下进行。FS48 包含 48 种不同的鱼类身份、10,300 个帧和 39,088 个边界框,涵盖各种照明条件和背景环境。此外,我们还开发了首个稳健、准确的鱼类再识别基线 FSNet,它通过从每个位置的同步视频帧中提取特征并结合同步信息,融合了来自三个摄像机位置的信息。FSNet 具有有效的网络设计并表现出良好的性能,通过结合三个位置的信息实现了更好的再识别性能,有助于提高整体再测试的准确性,并评估了检测器之间再识别的有效性。讨论我们的数据集将在本文通过验收后发布,有望进一步推动水下鱼类再识别的发展。
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引用次数: 0
Experimental and theoretical studies of sea ice effects on internal solitary waves 海冰对内孤波影响的实验和理论研究
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-06 DOI: 10.3389/fmars.2024.1497808
Jin Tan
Internal solitary waves in polar regions have attracted much interest recently. It is important to understand how sea ice affects them as this may have a profound influence on human activities and the environment. In this study, experiments on internal solitary waves with and without two types of sea ice (ice sheet and ice keel) are presented, as well as corresponding simulations using the Korteweg-de Vries (KdV) equation, the Benjamin-Ono (BO) equation, and the variable-coefficient Korteweg-de Vries (vKdV) equation, which is a derivation of the KdV equation. Comparison between experiments without sea ice and simulations using the KdV and BO equations proves the suitability of the former over the latter for this study. The experiments with sea ice and theoretical simulations using the vKdV equation provide evidence for wave deformation, oscillation occurring in the rear of the wave, and a decrease in amplitude. The latter suggests possibilities of energy dissipation or the emission of small amplitude linear waves. The sharp vertices of the ice result in occasional inconsistency with the vKdV predictions. Nonetheless, the vKdV equation is still suitable for modeling internal solitary waves under sea ice, giving generally accurate results that can assist further studies. This is the first time the vKdV equation has been applied to investigate the impacts of sea ice on internal solitary waves.
最近,极地地区的内孤波引起了人们的极大兴趣。了解海冰对内孤波的影响非常重要,因为这可能对人类活动和环境产生深远影响。本研究介绍了有海冰和无海冰两种类型(冰原和冰龙骨)的内孤波实验,以及使用 Korteweg-de Vries(KdV)方程、Benjamin-Ono(BO)方程和可变系数 Korteweg-de Vries(vKdV)方程(KdV 方程的衍生)进行的相应模拟。无海冰实验与使用 KdV 和 BO 方程进行的模拟比较证明,前者比后者更适合本研究。有海冰的实验和使用 vKdV 方程的理论模拟提供了波浪变形、波浪后部发生振荡和振幅减小的证据。后者表明了能量耗散或发射小振幅线性波的可能性。冰的尖锐顶点导致偶尔出现与 vKdV 预测不一致的情况。尽管如此,vKdV 方程仍然适用于海冰下的内孤波建模,给出的结果基本准确,有助于进一步的研究。这是首次应用 vKdV 方程研究海冰对内孤波的影响。
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引用次数: 0
Comparative analysis of climate-induced habitat shift of economically significant species with diverse ecological preferences in the Northwest Pacific 对西北太平洋具有不同生态偏好的重要经济物种因气候引起的生境转移进行比较分析
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-06 DOI: 10.3389/fmars.2024.1476097
Wanchuan Dong, Xinlu Bai, Linlin Zhao, Hao Dong, Changdong Liu
The Northwest Pacific Ocean is the most productive fishing ground in the Pacific Ocean, with a continuous rise in water temperature since 1990. We developed stacked species distribution models (SSDMs) to estimate the impacts of climate change on the distribution dynamics of economically significant species under three climate change scenarios for the periods 2040-2060 and 2080-2100. Overall, water temperature is the most important factor in shaping the distribution patterns of species, followed by water depth. The predictive results indicate that all the species show a northward migration in the future, and the migration distance varies greatly among species. Most pelagic species will expand their habitats under climate change, implying their stronger adaptability than benthic species. Tropical fishes are more adaptable to climate change than species in other climate zones. Though limitations existed, our study provided baseline information for designing a climate-adaptive, dynamic fishery management strategy for maintaining sustainable fisheries.
西北太平洋是太平洋最富饶的渔场,自 1990 年以来水温持续上升。我们建立了叠加物种分布模型(SSDM),以估算在 2040-2060 年和 2080-2100 年三种气候变化情景下气候变化对具有重要经济意义的物种分布动态的影响。总体而言,水温是影响物种分布模式的最重要因素,其次是水深。预测结果表明,所有物种在未来都会向北迁移,不同物种的迁移距离差异很大。在气候变化的影响下,大多数中上层鱼类将扩大其栖息地,这意味着它们比底栖鱼类具有更强的适应性。热带鱼类比其他气候带的物种更能适应气候变化。尽管存在局限性,但我们的研究为设计适应气候的动态渔业管理策略以维持可持续渔业提供了基础信息。
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引用次数: 0
Simulating potential impacts of bottom trawling on the biological carbon pump: a case study in the Benguela Upwelling System 模拟底拖网捕捞对生物碳泵的潜在影响:本格拉上升流系统案例研究
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-05 DOI: 10.3389/fmars.2024.1387121
Claire Siddiqui, Tim Rixen, Niko Lahajnar, Tarron Lamont, Anja K. van der Plas
Bottom-trawl fishery is known to cause major disturbances to marine sediments as the dragging of trawl gears across the seabed fosters sediment resuspension, which can lead to organic particle remineralization and release of benthic CO2 and nutrients into bottom waters. However, its effects on carbon cycling and biological productivity, especially in highly productive regions like the Benguela Upwelling System (BUS), are less well studied. Here, we simulated carbon (C) and nutrient pathways from the trawled coastal seabed to overlying water masses that are being upwelled into the sunlit surface within the BUS, using shipboard data on sea surface and water column characteristics and published benthic CO2 emission estimates from bottom-trawled sediments. The latter reports 4.35 and 0.64 Tg C year-1 to be released from the seabed into upwelling source waters after bottom trawling in the northern (NBUS) and southern (SBUS) subsystems, respectively. Based on these values, we estimated a corresponding nitrate (N) input of 1.39 and 0.47 µmol kg-1 year-1, enhancing source water nitrate concentrations by ~5% and ~2%. Trawl-induced nitrate input into the sunlit surface could support a new production of 3.14 and 0.47 Tg C year-1 in the NBUS and SBUS, respectively, recapturing only 2/3 of CO2 released after bottom trawling into biomass, mainly due to differences in stoichiometric C:N ratios between the sediment (~9) and surface biomass (Redfield, 6.6). The remaining benthic CO2 can thereby lead to an increase in surface CO2 concentration and its partial pressure (pCO2), impeding CO2 uptake of the biological carbon pump in the BUS by 1.3 Tg C year-1, of which 1 Tg C year-1 is emitted to the atmosphere across the northern subsystem. Our results demonstrate the extent to which bottom trawling may affect the CO2 storage potential of coastal sediments on a basin-wide level, highlighting the need to better resolve small-scale sediment characteristics and C:N ratios to refine trawl-induced benthic carbon and nutrient effluxes within the BUS.
众所周知,底拖网渔业对海洋沉积物造成了严重干扰,因为拖网渔具在海底拖曳会造成沉积物悬浮,从而导致有机颗粒再矿化,并将底栖生物的二氧化碳和营养物质释放到底层水域。然而,其对碳循环和生物生产力的影响,尤其是对本格拉上升流系统(BUS)等高产地区的影响,还没有得到很好的研究。在这里,我们利用有关海面和水体特征的船载数据,以及已发表的底拖网沉积物底栖二氧化碳排放估算值,模拟了从拖网沿岸海床到上覆水体的碳和营养盐的路径,这些上覆水体在 BUS 内被上涌到阳光照射的海面。后者报告称,在北部(NBUS)和南部(SBUS)子系统进行底拖网捕捞后,从海底释放到上涌源水中的二氧化碳分别为 4.35 和 0.64 兆吨/年。根据这些数值,我们估计相应的硝酸盐(N)输入量分别为 1.39 和 0.47 µmol kg-1 year-1,使源水硝酸盐浓度分别增加约 5% 和 2%。拖网诱导的硝酸盐输入到日照表层可支持 NBUS 和 SBUS 每年分别产生 3.14 和 0.47 Tg C,仅将底拖网捕捞后释放的 CO2 的 2/3 重新捕获为生物量,这主要是由于沉积物(约 9)和表层生物量(Redfield,6.6)之间的 C:N 化学计量比的差异。因此,剩余的底栖生物二氧化碳会导致地表二氧化碳浓度及其分压(pCO2)的增加,从而阻碍 BUS 生物碳泵对二氧化碳的吸收,每年增加 1.3 Tg C,其中 1 Tg C 每年排放到整个北部子系统的大气中。我们的研究结果表明,底拖网捕捞可能会在一定程度上影响整个海盆沿岸沉积物的 CO2 储存潜力,突出表明需要更好地解析小尺度沉积物特征和 C:N 比值,以完善底拖网捕捞引起的 BUS 底栖生物碳和营养物质外流。
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引用次数: 0
A song for Pelagibacter. Using creative improvisation as a tool for novel science communication through the Ocean Science Jam 天竺葵之歌通过 "海洋科学果酱 "将即兴创作作为新颖科学传播的工具
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-05 DOI: 10.3389/fmars.2024.1430701
Geraint Rhys Whittaker
Sharing complex oceanic research in an accessible way with the public is being identified by scientific institutions, universities, governmental departments, and NGOs as a critical intervention in promoting better engagement with the sea. Art–science collaborations play an integral role in this. Traditionally, these involve pairing artists and marine scientists to work on a project which is then presented to an audience. Increasingly however more interactive relationships with the public are being seen as a beneficial way to merge art and scientific data. The Ocean Science Jam is such a project that brings musicians, artists, dancers, performers, and the public together to respond creatively in real time to visual and audio cues based on a theme related to marine scientists’ work. By mixing creativity with science in an integrative way the Ocean Science Jam not only acts as tool for public communication but also opens new ways for scientific data to be interpreted by non-scientists. This paper will explore this initiative from design to delivery highlighting the results of facilitating with the public moments where new responses to ocean science can be created through art. It will do so by combining the reflections of the creator of the Ocean Science Jam as well as feedback from the scientists and public who have participated. It will argue for the benefits of using improvisation and artistic co-creation for developing moments of embodied oceanic exchange and connection.
科学机构、大学、政府部门和非政府组织认为,以公众易于理解的方式与公众分享复杂的海洋研究成果,是促进公众更好地参与海洋活动的关键措施。艺术与科学的合作在其中发挥着不可或缺的作用。传统上,这些合作涉及艺术家和海洋科学家配对,共同完成一个项目,然后向观众展示。然而,与公众建立更多的互动关系正日益被视为融合艺术与科学数据的有益方式。海洋科学果酱 "就是这样一个项目,它将音乐家、艺术家、舞蹈家、表演者和公众聚集在一起,根据与海洋科学家工作相关的主题,对视觉和听觉线索做出实时的创造性反应。海洋科学果酱 "将创意与科学融为一体,不仅成为公众交流的工具,还为非科学家解读科学数据开辟了新途径。本文将探讨这一活动从设计到实施的全过程,重点介绍通过艺术创造出对海洋科学的新反应的过程中与公众合作所取得的成果。本文将结合 "海洋科学果酱 "创作者的反思,以及参与其中的科学家和公众的反馈。它将论证使用即兴创作和艺术共同创造来发展体现海洋交流和联系的时刻的益处。
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引用次数: 0
Diversity of biological activities of crude venom extracted from five species of South China Sea anemones 从五种南海海葵中提取的粗毒的生物活性多样性
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-05 DOI: 10.3389/fmars.2024.1480745
Panmin He, Ming Li, Jinxing Fu, Yanling Liao, Bo Yi, Bingmiao Gao
Developing novel, efficient, and safe peptide drugs from sea anemones has aroused great interest in countries around the world today. Sea anemones contain complex protein and peptide toxins, which determine the diversity of their biological activities. In this study, a variety of activities were assessed for crude venom extracted from five species of South China Sea anemones, including hemolytic, enzyme inhibition, anticancer, insecticidal, analgesic and lethal activities. The most toxic sea anemone was found to be Heteractis magnifica, which has high lethal activity in mice with an LD50 of 11.0 mg/kg. The crude venom of H. magnifica also exhibited a range of the most potent activities, including hemolytic, trypsin inhibitory, cytotoxic activity against U251 and A549 cells, insecticidal and analgesic activities. In addition, the crude venom of Stichodactyla haddoni was the most effective inhibitor of pepsin, and the crude venom of Heteractis crispa was extremely strong toxicity to HepG2 cells. These findings are of great significance for exploring the potential and application of South China Sea anemone resources, and are expected to provide new directions and possibilities for the development of novel anticancer drugs, analgesics and biopesticides.
从海葵中开发新型、高效、安全的多肽药物已引起当今世界各国的极大兴趣。海葵含有复杂的蛋白质和多肽毒素,这决定了其生物活性的多样性。本研究评估了从五种中国南海海葵中提取的粗毒的多种活性,包括溶血、酶抑制、抗癌、杀虫、镇痛和致死活性。研究发现,毒性最强的海葵是 Heteractis magnifica,其对小鼠的半数致死剂量为 11.0 毫克/千克,具有很高的致死活性。H. magnifica 的粗毒也表现出一系列最有效的活性,包括溶血活性、胰蛋白酶抑制活性、对 U251 和 A549 细胞的细胞毒性活性、杀虫活性和镇痛活性。此外,Stichodactyla haddoni 的粗毒是最有效的胃蛋白酶抑制剂,而 Heteractis crispa 的粗毒对 HepG2 细胞具有极强的毒性。这些发现对探索南海海葵资源的潜力和应用具有重要意义,有望为新型抗癌药物、镇痛药和生物农药的开发提供新的方向和可能性。
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引用次数: 0
High frequency radar error classification and prediction based on K-means methods 基于 K-means 方法的高频雷达误差分类和预测
IF 3.7 2区 生物学 Q1 MARINE & FRESHWATER BIOLOGY Pub Date : 2024-11-04 DOI: 10.3389/fmars.2024.1448427
Zhaoyi Wang, Marie Drevillon, Pierre De Mey-Frémaux, Elisabeth Remy, Nadia Ayoub, Dakui Wang, Bruno Levier
This study aims to characterize the high frequency radar and numerically simulated low-frequency filtered currents in the south-eastern Bay of Biscay (study area) using a K-means classification algorithm based on an improved Euclidean Distance calculation method that does not take missing values. The errors between observations and simulations was estimated and predicted based on this classification method. Results indicate that predominantly eastward (northward) currents over the Spanish (French) continental shelf/slope in winter and more variable currents in the west and south-west in summer. The model classification results for circulation characteristics are in relatively good agreement with HF radar results, especially for currents on the Spanish (French) shelf/slope. In addition, the probabilistic relationship between observed and modeled currents was explored, obtaining the probability of occurrence of modeled current groups when each group of observed currents occurs. Finally, predictions of model and observed current errors were made based on the classification results, and it was found that the predictions based on the classification of all data had the smallest errors, with a 17% improvement over the unclassified control experiment. This study provides a foundation for subsequent model error testing, forecast product improvement and data assimilation.
本研究旨在利用基于改进的欧氏距离计算方法的 K-means 分类算法,对比斯开湾东南部(研究区域)的高频雷达和数值模拟的低频滤波海流进行特征描述。根据这种分类方法,对观测和模拟之间的误差进行了估计和预测。结果表明,冬季西班牙(法国)大陆架/斜坡上主要是向东(向北)的洋流,夏季西部和西南部的洋流变化较大。环流特征的模式分类结果与高频雷达结果相对吻合,尤其是西班牙(法国)大陆架/斜坡上的海流。此外,还探讨了观测到的海流与模式海流之间的概率关系,获得了每组观测到的海流出现时模式海流组出现的概率。最后,根据分类结果对模型和观测海流误差进行了预测,结果发现,基于所有数据分类的预测误差最小,比未分类的对照实验提高了 17%。这项研究为后续的模型误差测试、预报产品改进和数据同化奠定了基础。
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引用次数: 0
期刊
Frontiers in Marine Science
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