Sepia esculenta

  • 文章类型: Journal Article
    金色墨鱼(Sepiaesculenta)是一种重要的头足类物种,寿命约为一年。该物种在海洋生态支持服务中起着至关重要的作用,在渔业中具有商业价值。在中国周围的海域,该物种已成为墨鱼渔业的主要目标,自20世纪90年代以来取代了沙门菌。与全球变暖相关的海洋学条件的变化可能会显着影响该物种的时空分布。在这项研究中,我们在2018-2019年期间在东海地区进行了四次巡游的底拖网捕捞调查,以确定S.esculenta的当前资源状况和季节空间变化。我们发现,在位于30.50°N的站点上,平均个人体重(AIW)值为4.87和519.00g/ind,124.00°E和30.50°N,124.50°E,分别,随着春季幼虫和亲本群体的聚集。该物种在夏季未分布在32.00°N以北。按重量计算的单位努力捕获量(CPUEw)值下降了2772.50→2575.20→503.29→124.36g/h,对应于秋季34.50°N→34.00°N→33.50°N→32.50°N121.50°E的纬度。最适宜的渔区是春季东海地区的南部;夏季,东海地区的南部延伸到东海地区的中部和外部;秋季,黄海的南部靠近海州湾渔场和卢斯和大沙渔场的禁渔线区;冬季,东海地区的南部和中部。春季至冬季最适宜的海底温度(SBT)值为14.76-20.53℃,19.54-22.98°C,11.79-17.64°C,和16.94-20.36°C,分别。春季最适合的海底盐度(SBS)值为31.53-34.80分,夏季32.95-34.68,31.51-34.77秋天,和33.82-34.51冬天。我们得出以下结论:(1)东海地区的南部和北部地区是产卵场和育苗场,分别,春季;(2)秋季和冬季的中心分布位于北纬28.00°;(3)北部的长江南部地区是春季的产卵场,以及位于29.00-34.50°N的区域,124.00-124.50°E,和28.00-30.50°N,125.50-126.50°E是托儿所。这项研究的结果为适当的渔业管理提供了有益的指导,从而避免了S.esculenta种群的崩溃,这在这个地区的其他物种中已经经历过。
    The golden cuttlefish (Sepia esculenta) is an important cephalopod species with a lifespan of approximately one year. The species plays a crucial role in marine ecological support services and is commercially valuable in fisheries. In the seas around China, this species has emerged as the main target for cuttlefish fisheries, replacing Sepiella maindroni since the 1990s. Variations in oceanographic conditions associated with global warming could significantly impact the temporal-spatial distribution of the species. In this study, we performed bottom trawling surveys with four cruises during 2018-2019 in the East China Sea region to determine the current resource status and seasonal-spatial variations in S. esculenta. We found that the average individual weight (AIW) values were 4.87 and 519.00 g/ind at stations located at 30.50° N, 124.00° E and 30.50° N, 124.50° E, respectively, with the aggregation of larvae and parent groups in spring. The species was not distributed north of 32.00° N in summer. The catch per unit effort by weight (CPUEw) value decreased in the order of 2772.50→2575.20→503.29→124.36 g/h, corresponding to latitudes of 34.50° N→34.00° N→33.50° N→32.50° N 121.50° E in autumn. The most suitable fishing areas were the south of the East China Sea region in spring; the south of the East China Sea region extending to the center and outer parts of the East China Sea region in summer; the south of the Yellow Sea close to the Haizhou Bay fishing ground and the forbidden fishing line region of the Lusi and Dasha fishing grounds in autumn; and the south and center of the East China Sea region in winter. The most suitable sea bottom temperature (SBT) values from spring to winter were 14.76-20.53 °C, 19.54-22.98 °C, 11.79-17.64 °C, and 16.94-20.36 °C, respectively. The most suitable sea bottom salinity (SBS) values were 31.53-34.80‱ in spring, 32.95-34.68‱ in summer, 31.51-34.77‱ in autumn, and 33.82-34.51‱ in winter. We concluded the following: (1) the southern and northern areas of the East China Sea region are spawning and nursery grounds, respectively, in spring; (2) the central distribution is located at a latitude of 28.00° N in autumn and winter; and (3) the southern area of the Yangtze River to the north is a spawning ground in spring, and the areas located at 29.00-34.50° N, 124.00-124.50° E, and 28.00-30.50° N, 125.50-126.50° E are nursery grounds. The results of this study provide useful guidance for appropriate fisheries management, thereby avoiding a collapse in the S. esculenta population, which has been experienced in other species in this area.
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  • 文章类型: Journal Article
    铜(Cu)和镉(Cd),海洋环境中普遍存在的重金属,已知在氧化应激中的含义,免疫反应,和海洋生物的毒性。乌贼,中国东部海岸线上具有重要经济价值的头足类,经历成长的变化,移动性,和繁殖时,这些重金属。然而,esculenta中重金属暴露导致的具体机制在很大程度上仍未阐明。在这项研究中,我们利用转录组和四个氧化,豁免权,和毒性指标,以评估暴露于Cu和Cd的S.esculenta幼虫的毒理学机制。超氧化物歧化酶(SOD)的测定,丙二醛(MDA),谷胱甘肽S-转移酶(GST),和金属硫蛋白(MTs)表明Cu和Cd会引发大量的氧化应激,免疫反应,和金属毒性。Further,我们通过加权基因共表达网络分析(WGCNA)和蛋白质-蛋白质相互作用网络分析(PPI)对转录组数据进行了分析.我们的发现表明,暴露方法和持续时间会影响S.esculenta幼虫体内毒性和氧化应激的类型和程度。我们在这项研究中采用了创新的方法,将WGCNA和PPI网络分析与四个重要的生理指标相结合,以仔细检查S.esculenta暴露于Cu和Cd时的毒性和氧化应激特征。这项调查对于解码毒理学至关重要,免疫学,和重金属作用下esculenta内的氧化应激机制。它提供了能够推进无脊椎动物环境毒理学的基础见解,并为S.esculenta人工育种实践提供了信息。
    Copper (Cu) and Cadmium (Cd), prevalent heavy metals in marine environments, have known implications in oxidative stress, immune response, and toxicity in marine organisms. Sepia esculenta, a cephalopod of significant economic value along China\'s eastern coastline, experiences alterations in growth, mobility, and reproduction when subjected to these heavy metals. However, the specific mechanisms resulting from heavy metal exposure in S. esculenta remain largely uncharted. In this study, we utilized transcriptome and four oxidative, immunity, and toxicity indicators to assess the toxicological mechanism in S. esculenta larvae exposed to Cu and Cd. The measurements of Superoxide Dismutase (SOD), Malondialdehyde (MDA), Glutathione S-Transferase (GST), and Metallothioneins (MTs) revealed that Cu and Cd trigger substantial oxidative stress, immune response, and metal toxicity. Further, we performed an analysis on the transcriptome data through Weighted Gene Co-expression Network Analysis (WGCNA) and Protein-Protein Interaction (PPI) network analysis. Our findings indicate that exposure methods and duration influence the type and the extent of toxicity and oxidative stress within the S. esculenta larvae. We took an innovative approach in this research by integrating WGCNA and PPI network analysis with four significant physiological indicators to closely examine the toxicity and oxidative stress profiles of S. esculenta upon exposure to Cu and Cd. This investigation is vital in decoding the toxicological, immunological, and oxidative stress mechanisms within S. esculenta when subjected to heavy metals. It provides foundational insights capable of advancing invertebrate environmental toxicology and informs S. esculenta artificial breeding practices.
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  • 文章类型: Journal Article
    乌贼是分布在中国沿海水域的重要经济软体动物。青少年比成熟个体更容易受到外界环境的刺激。海洋盐度因环境变化而波动。然而,缺乏对esculenta的盐度适应的研究。因此,在这项研究中,我们研究了低盐度刺激后S.esculenta幼虫中基因的差异表达。对RNA样品进行测序并鉴定1039个差异表达基因(DEG)。然后,使用基因本体论(GO)和京都基因和基因组百科全书(KEGG)数据库进行富集分析。最后,构建了蛋白质-蛋白质相互作用网络(PPI),探讨了低盐度刺激后esculenta幼虫关键基因的功能。我们建议低盐度会导致esculenta幼虫中细胞的过度增殖,反过来,影响正常的生理活动。这项研究的结果可以帮助S。esculenta的人工孵化并降低幼虫的死亡率。
    Sepia esculenta is an economically important mollusk distributed in the coastal waters of China. Juveniles are more susceptible to stimulation by the external environment than mature individuals. The ocean salinity fluctuates due to environmental changes. However, there is a lack of research on the salinity adaptations of S. esculenta. Therefore, in this study, we investigated the differential expression of genes in S. esculenta larvae after stimulation by low salinity. RNA samples were sequenced and 1039 differentially expressed genes (DEGs) were identified. Then, enrichment analysis was performed using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Finally, a protein-protein interaction network (PPI) was constructed, and the functions of key genes in S. esculenta larvae after low-salinity stimulation were explored. We suggest that low salinity leads to an excess proliferation of cells in S. esculenta larvae that, in turn, affects normal physiological activities. The results of this study can aid in the artificial incubation of S. esculenta and reduce the mortality of larvae.
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  • 文章类型: Journal Article
    背景:镉(Cd)随着工业和农业污染流入海洋,并显着影响经济头足类动物的生长和发展,例如Sepiaesculenta,五角鱼,还有LoligoJaponica.截至目前,Cd影响esculenta生长发育的原因尚不清楚。
    结果:在这项研究中,利用转录组和四个氧化和毒性指标分析了Cd暴露的S.esculenta幼虫的毒理机制。指示性结果表明,Cd引起氧化应激和金属毒性。功能富集分析结果表明,幼虫离子转运,细胞粘附,一些消化和吸收过程受到抑制,细胞功能受损。采用蛋白质-蛋白质相互作用网络综合分析和京都基因和基因组百科全书(KEGG)富集分析,我们发现在确定的20个关键基因中,14个基因与神经毒性有关。它们中的大多数下调并富集到神经活性配体-受体相互作用信号通路,暗示幼虫的神经系统可能会被破坏,和增长,发展,Cd暴露后,运动过程受到显著影响。
    结论:S.镉暴露后,esculenta幼虫遭受严重的氧化损伤,这可能会抑制消化和吸收功能,破坏神经系统的稳定性.我们的结果为了解暴露于重金属的幼虫毒理学机制奠定了基础,促进无脊椎动物环境毒理学的发展,并为S.esculenta人工培养提供理论支持。
    BACKGROUND: Cadmium (Cd) flows into the ocean with industrial and agricultural pollution and significantly affects the growth and development of economic cephalopods such as Sepia esculenta, Amphioctopus fangsiao, and Loligo japonica. As of now, the reasons why Cd affects the growth and development of S. esculenta are not yet clear.
    RESULTS: In this study, transcriptome and four oxidation and toxicity indicators are used to analyze the toxicological mechanism of Cd-exposed S. esculenta larvae. Indicator results indicate that Cd induces oxidative stress and metal toxicity. Functional enrichment analysis results suggest that larval ion transport, cell adhesion, and some digestion and absorption processes are inhibited, and the cell function is damaged. Comprehensive analysis of protein-protein interaction network and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis was used to explore S. esculenta larval toxicological mechanisms, and we find that among the 20 identified key genes, 14 genes are associated with neurotoxicity. Most of them are down-regulated and enriched to the neuroactive ligand-receptor interaction signaling pathway, suggesting that larval nervous system might be destroyed, and the growth, development, and movement process are significantly affected after Cd exposure.
    CONCLUSIONS: S. esculenta larvae suffered severe oxidative damage after Cd exposure, which may inhibit digestion and absorption functions, and disrupt the stability of the nervous system. Our results lay a function for understanding larval toxicological mechanisms exposed to heavy metals, promoting the development of invertebrate environmental toxicology, and providing theoretical support for S. esculenta artificial culture.
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  • 文章类型: Journal Article
    Sepiaesculenta是一种头足类,广泛分布在西太平洋,并且由于其很高的经济和营养价值,人们对其研究的兴趣越来越大。幼虫有限的抗应激能力给它们适应高环境温度带来了挑战。暴露在高温下会产生强烈的应激反应,从而影响生存,新陈代谢,豁免权,和其他生命活动。值得注意的是,幼体墨鱼应对高温的分子机制尚不清楚。因此,在本研究中,进行了S.esculenta幼虫的转录组测序,并鉴定了1,927个差异表达基因(DEGs)。使用基因本体论(GO)和京都基因和基因组百科全书(KEGG)数据库对DEGs进行功能富集分析。确定了GO中生物过程的前20个术语和KEGG功能富集分析中的20个高温胁迫相关通路。构建蛋白质-蛋白质相互作用网络以研究温度胁迫相关基因之间的相互作用。鉴定了总共30个高度参与KEGG信号通路或蛋白质-蛋白质相互作用的关键基因,随后使用定量RT-PCR进行了验证。通过对蛋白质-蛋白质相互作用网络和KEGG信号通路的综合分析,三个hub基因(HSP90AA1、PSMD6和PSMA5)的功能,属于热休克蛋白家族和蛋白酶体,被探索。本研究结果有助于进一步了解无脊椎动物的耐高温机理,并为全球变暖背景下的无脊椎动物产业提供参考。
    Sepia esculenta is a cephalopod widely distributed in the Western Pacific Ocean, and there has been growing research interest due to its high economic and nutritional value. The limited anti-stress capacity of larvae renders challenges for their adaptation to high ambient temperatures. Exposure to high temperatures produces intense stress responses, thereby affecting survival, metabolism, immunity, and other life activities. Notably, the molecular mechanisms by which larval cuttlefish cope with high temperatures are not well understood. As such, in the present study, transcriptome sequencing of S. esculenta larvae was performed and 1,927 differentially expressed genes (DEGs) were identified. DEGs were subjected to functional enrichment analyses using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. The top 20 terms of biological processes in GO and 20 high-temperature stress-related pathways in KEGG functional enrichment analysis were identified. A protein-protein interaction network was constructed to investigate the interaction between temperature stress-related genes. A total of 30 key genes with a high degree of participation in KEGG signaling pathways or protein-protein interactions were identified and subsequently validated using quantitative RT-PCR. Through a comprehensive analysis of the protein-protein interaction network and KEGG signaling pathway, the functions of three hub genes (HSP90AA1, PSMD6, and PSMA5), which belong to the heat shock protein family and proteasome, were explored. The present results can facilitate further understanding of the mechanism of high temperature resistance in invertebrates and provide a reference for the S. esculenta industry in the context of global warming.
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  • 文章类型: Journal Article
    作为海洋中常见的高浓度重金属,Cu可以诱导金属毒性,显著影响海洋生物的代谢功能。乌贼是在中国东海岸发现的一种重要的经济头足类,增长,运动,和繁殖都受到重金属的影响。到目前为止,esculenta中重金属暴露的具体代谢机制尚不清楚。在这项研究中,我们通过对Cu暴露24小时内幼虫S.esculenta的转录组分析确定了1131DEGs。GO和KEGG功能富集分析结果表明Cu暴露可能影响嘌呤代谢,蛋白质消化吸收,胆固醇代谢,以及esculenta幼虫的其他代谢过程。值得注意的是,在本研究中,我们首次通过蛋白质-蛋白质相互作用网络和KEGG富集分析,探索了铜暴露的S.esculenta幼虫的代谢机制,并找到了20个已鉴定的关键和枢纽基因,如CYP7A1,CYP3A11和ABCA1。根据他们的表达,我们初步推测铜暴露可能会抑制多种代谢过程并诱发代谢紊乱。本研究结果为进一步了解esculenta对重金属的代谢机制奠定了基础,为esculenta人工育种提供理论帮助。
    As a common and high-concentration heavy metal in the ocean, Cu can induce metal toxicity and significantly affect the metabolic function of marine organisms. Sepia esculenta is an important economic cephalopod found along the east coast of China, the growth, movement, and reproduction of which are all affected by heavy metals. Hitherto, the specific metabolic mechanism of heavy-metal exposure in S. esculenta is still unclear. In this study, we identified 1131 DEGs through transcriptome analysis of larval S. esculenta within 24 h of Cu exposure. GO and KEGG functional enrichment analysis results indicated that Cu exposure may affect purine metabolism, protein digestion and absorption, cholesterol metabolism, and other metabolic processes in S. esculenta larvae. It is worth noting that in this study we explore metabolic mechanism of Cu-exposed S. esculenta larvae through the comprehensive analysis of protein-protein interaction network and KEGG enrichment analysis for the first time and find 20 identified key and hub genes such as CYP7A1, CYP3A11, and ABCA1. Based on their expression, we preliminarily speculate that Cu exposure may inhibit multiple metabolic processes and induce metabolic disorders. Our results lay a foundation for further understanding the metabolic mechanism of S. esculenta against heavy metals and provide theoretical help for S. esculenta artificial breeding.
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  • 文章类型: Journal Article
    随着塑料制品的广泛使用,微塑料(国会议员,<5毫米)和纳米塑料(NPs,<1μm)已成为生态系统中的主要污染物,尤其是在海洋环境中。近年来,关于NPs对生物体影响的研究逐渐增多。然而,关于NPs对头足类动物影响的研究仍然有限。金乌贼(乌贼),一种重要的经济头足类,是一种浅层海洋底栖生物。在这项研究中,急性暴露(4小时)对50-nm聚苯乙烯纳米塑料(PS-NP,通过转录组数据分析了100μg/L)对S.esculenta幼虫的免疫反应。在基因表达分析中总共获得1260个DEGs。对GO的分析,KEGG信号通路富集,然后进行蛋白质-蛋白质相互作用(PPI)网络以探索免疫应答的潜在分子机制。最后,根据所涉及的KEGG信号通路的数量和PPI数量获得16个关键的免疫相关DEGs。这项研究不仅证实了NPs对头足类的免疫反应有影响,但也为进一步揭开NP的毒理学机制提供了新的见解。
    With extensive use of plastic products, microplastics (MPs, < 5 mm) and nanoplastics (NPs, < 1 μm) have become major pollutants in ecosystem, especially in marine environment. In recent years, researches on the impact of NPs on organisms have gradually increased. However, studies on the influence of NPs on cephalopods are still limited. Golden cuttlefish (Sepia esculenta), an important economic cephalopod, is a shallow marine benthic organism. In this study, the effect of acute exposure (4 h) to 50-nm polystyrene nanoplastics (PS-NPs, 100 μg/L) on the immune response of S. esculenta larvae was analyzed via transcriptome data. A total of 1260 DEGs were obtained in the gene expression analysis. The analyses of GO, KEGG signaling pathway enrichment, and protein-protein interaction (PPI) network were then performed to explore the potential molecular mechanisms of the immune response. Finally, 16 key immune-related DEGs were obtained according to the number of KEGG signaling pathways involved and the PPI number. This study not only confirmed that NPs had an impact on cephalopod immune response, but also provided novel insights for further unmasking the toxicological mechanisms of NPs.
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  • 文章类型: Journal Article
    作为一种著名的海洋金属元素,Cd可以显著影响双壳软体动物的生长和发育等生命过程。然而,Cd对经济上重要的头足类物种Sepiaesculenta的分子机制的影响尚不清楚。在这项研究中,基于RNA-Seq探索了暴露于Cd的S.esculenta幼虫免疫。对GO的分析,KEGG,1,471个差异表达基因(DEGs)的蛋白质-蛋白质相互作用(PPI)网络表明,多种免疫过程受到炎症反应和细胞粘附等暴露的影响。KEGG信号通路和PPI网络的综合分析首次用于探索暴露于Cd的S.esculenta幼虫免疫,揭示了与暴露反应有关的16个免疫相关的关键和枢纽基因的存在。基因和途径功能分析的结果增加了我们对暴露于Cd的S.esculenta幼虫免疫的理解,并提高了我们对软体动物免疫功能的整体理解。
    As a well-known marine metal element, Cd can significantly affect bivalve mollusk life processes such as growth and development. However, the effects of Cd on the molecular mechanisms of the economically important cephalopod species Sepia esculenta remain unclear. In this study, S. esculenta larval immunity exposed to Cd is explored based on RNA-Seq. The analyses of GO, KEGG, and protein-protein interaction (PPI) network of 1,471 differentially expressed genes (DEGs) reveal that multiple immune processes are affected by exposure such as inflammatory reaction and cell adhesion. Comprehensive analyses of KEGG signaling pathways and the PPI network are first used to explore Cd-exposed S. esculenta larval immunity, revealing the presence of 16 immune-related key and hub genes involved in exposure response. Results of gene and pathway functional analyses increase our understanding of Cd-exposed S. esculenta larval immunity and improve our overall understanding of mollusk immune functions.
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  • 文章类型: Journal Article
    海洋生物受到各种环境污染物的威胁,而纳米塑料(NPs)是最受关注的问题之一。研究表明,NP对海洋生物有一定的影响,但具体的分子机制尚不清楚。目前,NPs对海洋生物影响的研究主要集中在甲壳类动物上,腹足类,和双壳类动物。在这项研究中,头足类乌贼幼虫首次用于研究PS-NP引起的潜在免疫应答分子机制(50nm,50mg/L)短期暴露(4和24小时)。通过对esculenta幼虫转录组基因表达谱的分析,548和1990基因在NPs暴露后4和24小时显示差异表达,分别。进行GO和KEGG富集分析以找到免疫相关的DEGs。然后,通过构建的蛋白质-蛋白质相互作用网络了解NPs暴露后免疫相关的DEGs之间的相互作用关系。在涉及的KEGG途径数量和蛋白质-蛋白质相互作用数量的基础上发现了20个hub基因。本研究为NPs引起的头足类免疫应答的研究提供了有价值的基因,这可以帮助我们进一步揭示生物体对抗NP的分子机制。
    Marine organisms are threatened by various environmental contaminants, and nanoplastics (NPs) is one of the most concerned. Studied have shown that NPs has a certain impact on marine organisms, but the specific molecular mechanism is still unclear. At present, researches on the effect of NPs on marine life mostly focus on crustaceans, gastropods, and bivalves. In this study, cephalopod Sepia esculenta larvae were first used to investigate the potential immune response molecular mechanisms caused by PS-NPs (50 nm, 50 mg/L) short-term exposure (4 and 24 h). Through S. esculenta larvae transcriptome profile of gene expression analysis, 548 and 1990 genes showed differential expression at 4 and 24 h after NPs exposure, respectively. GO and KEGG enrichment analysis were performed to find immune related DEGs. Then, the interaction relationship between the immune related DEGs after NPs exposure was known through the constructed protein-protein interaction network. 20 hub genes were found on the base of KEGG pathway numbers involved and protein-protein interaction numbers. This research supply valuable genes for the study of cephalopod immune response caused by NPs, which can help us further uncover the molecular mechanisms of organism against NPs.
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  • 文章类型: Journal Article
    Sepiaesculenta是一种受欢迎的经济型头足类,产量高,美味的肉,和丰富的营养。随着重工业和医疗行业的快速发展,近年来,大量废物被肆无忌惮地释放到海洋中,导致重金属含量显著增加,特别是镉(Cd)和铜(Cu),在海洋中。这种现象显著影响了esculenta的生长发育,对其人工育种造成严重打击。在这项研究中,转录组分析用于初步探索Cd和Cu共同暴露的幼年S.esculenta的免疫应答机制。结果显示,鉴定了1,088个差异表达基因(DEGs)。DEGs功能富集分析结果表明,共同暴露可能会促进幼年S.esculenta的炎症和先天免疫反应。使用蛋白质-蛋白质相互作用(PPI)网络和KEGG富集分析鉴定了可能调节S.esculenta免疫的15个关键基因。其中相互作用数量最多或涉及更多KEGG途径的三个基因被鉴定为可能显着影响免疫应答过程的中心基因。首次利用PPI网络和KEGG信号通路综合分析探讨共同暴露的esculenta幼体免疫应答过程。我们的结果初步揭示了暴露于重金属的头足类动物的免疫应答机制,并为进一步了解软体动物的免疫提供了宝贵的资源。
    Sepia esculenta is a popular economic cephalopod with high yield, delicious meat, and rich nutrition. With the rapid development of heavy industry and medical industry, a large amount of waste has been released into the ocean recklessly in recent years, inducing a significant increase in the content of heavy metals, especially cadmium (Cd) and copper (Cu), in the ocean. This phenomenon significantly affects the growth and development of S. esculenta, causing a serious blow to its artificial breeding. In this study, transcriptome analysis is used to initially explore immune response mechanisms of Cd and Cu co-exposed juvenile S. esculenta. The results show that 1,088 differentially expressed genes (DEGs) are identified. And DEGs functional enrichment analysis results suggests that co-exposure may promote inflammatory and innate immune responses in juvenile S. esculenta. Fifteen key genes that might regulate the immunity of S. esculenta are identified using protein-protein interaction (PPI) network and KEGG enrichment analyses, of which the three genes with the highest number of interactions or involve in more KEGG pathways are identified as hub genes that might significantly affect the immune response processes. Comprehensive analysis of PPI network and KEGG signaling pathway is used for the first time to explore co-exposed S. esculenta juvenile immune response processes. Our results preliminarily reveal immune response mechanisms of cephalopods exposed to heavy metals and provide a valuable resource for further understanding of mollusk immunity.
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