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Impact of Digital Development and Technology Innovation on the Marine Fishery Economy Quality 数字化发展和技术创新对海洋渔业经济质量的影响
Pub Date : 2024-07-05 DOI: 10.3390/fishes9070266
Yiying Jiang, Lei Huang, Yang Liu, Shuang Wang
The digital economy plays an important role in promoting the high quality and sustainable development of the marine fishery economy. Based on the panel data of the digital economy and marine fishery development from 2011 to 2022, we firstly adopted the entropy method to comprehensively evaluate the economy quality level of the digital economy and marine fishing. Secondly, we constructed a two-way fixed effect model to empirically analyze the impact of digital economy development on the marine fishery economy quality and the mediating role of marine green science and technology innovation, and further explored the regional heterogeneity of the digital economy on the marine fishery economy quality. Several findings emerge. The digital economy and the marine fishery economy quality level was relatively low and showed a fluctuating increase. The development of the digital economy can significantly improve the economy quality of marine fishing, and the conclusion was still valid after considering a series of robustness tests. The digital economy can drive the development quality of the marine fishery economy through marine green technology innovation. This paper proposes fostering the advancement of digital technology in the marine fishery sector, to effectively harness the innovation-driven potential of the digital economy, so as to facilitate the harmonious development of both the marine and digital economies.
数字经济在推动海洋渔业经济高质量、可持续发展中发挥着重要作用。基于2011-2022年数字经济与海洋渔业发展的面板数据,首先采用熵值法综合评价数字经济与海洋渔业的经济质量水平。其次,我们构建了双向固定效应模型,实证分析了数字经济发展对海洋渔业经济质量的影响以及海洋绿色科技创新的中介作用,并进一步探讨了数字经济对海洋渔业经济质量的区域异质性。得出了以下几个结论。数字经济与海洋渔业经济质量水平相对较低,且呈波动上升趋势。数字经济的发展可以显著提高海洋渔业经济质量,在考虑了一系列稳健性检验后,结论仍然有效。数字经济可以通过海洋绿色技术创新带动海洋渔业经济的发展质量。本文提出在海洋渔业领域推动数字技术进步,有效利用数字经济的创新驱动潜力,促进海洋经济与数字经济的协调发展。
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引用次数: 0
Functional Study on the BMP Signaling Pathway in the Molting of Scylla paramamosain 副鞘氨醇蜕变过程中 BMP 信号通路的功能研究
Pub Date : 2024-07-04 DOI: 10.3390/fishes9070263
Botao Zhong, Huaihua Yu, Shengming Han, Weiwei Song, Zhiming Ren, Chunlin Wang, C. Mu
In this study, we added LDN-193189 2HCL to inhibit the BMP signaling pathway in Scylla paramamosain and then explored the function of this pathway in molting through the changes in the growth performance and molt-related gene expression. The study findings indicated that the expression of ACVR1, BMPRIB, and Smad1 in Scylla paramamosain was suppressed when the LDN-193189 2HCL concentration in the culture water was 2 µm/L. Subsequently, following a 30-day experiment, there was a significant reduction in the molting frequency, growth rate, and body size of the S. paramamosain larvae. An analysis of the BMP pathway gene expression during the molting phase revealed that the BMP2, BMPR2, and Smad1 genes displayed cyclic expression patterns, while ACVR1, BMP7, and BMPRIB maintained consistent expression levels throughout the molting cycle. Additionally, the expression levels of BMP2, BMPR2, and Smad1 in the inhibition group were significantly lower compared to those in the control group. Furthermore, the inhibition of the BMP pathway led to an increase in the expression of MIH during the intermolt period and a decrease in the expression of EcR during the premolt period. These findings demonstrate that the BMP signaling pathway affects the molting of Scylla paramamosain juvenile crabs by influencing the expression of the critical genes MIH and ECR during molting, offering valuable data for functional research on the BMP signaling pathway in crustaceans.
本研究通过添加LDN-193189 2HCL来抑制副鳞片藻的BMP信号通路,并通过其生长性能和蜕皮相关基因表达的变化来探讨该通路在蜕皮过程中的功能。研究结果表明,当培养水中的LDN-193189 2HCL浓度为2 µm/L时,副鳞片藻中ACVR1、BMPRIB和Smad1的表达受到抑制。随后,经过 30 天的实验,副鞘氨醇幼虫的蜕皮频率、生长速度和体型都显著下降。对蜕皮期 BMP 通路基因表达的分析表明,BMP2、BMPR2 和 Smad1 基因呈现周期性表达模式,而 ACVR1、BMP7 和 BMPRIB 则在整个蜕皮周期中保持一致的表达水平。此外,抑制组中 BMP2、BMPR2 和 Smad1 的表达水平明显低于对照组。此外,BMP通路的抑制导致蜕皮间期MIH的表达增加,而蜕皮前期EcR的表达减少。这些研究结果表明,BMP信号通路通过影响幼蟹蜕皮过程中关键基因MIH和ECR的表达,从而影响幼蟹的蜕皮过程,为甲壳类BMP信号通路的功能研究提供了有价值的数据。
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引用次数: 0
Structure and Diversity of Microbiomes Associated with the Gastrointestinal Tracts of Wild Spiny Lobsters and Profiling Their Potential Probiotic Properties Using eDNA Metabarcoding 野生棘龙虾胃肠道相关微生物组的结构和多样性以及利用 eDNA 元条码分析其潜在的益生特性
Pub Date : 2024-07-04 DOI: 10.3390/fishes9070264
Muhamad Amin, H. Taha, L. Musdalifah, Muhamad Ali, Alimuddin Alimuddin, Sahrul Alim, Takaomi Arai
Microbial communities have been documented as playing many pivotal roles, and contributing to the growth or health performance of animal hosts. Thus, many studies are currently looking for potential beneficial bacteria “probiotics” from diverse environments, including wild species. The present study aimed to investigate the diversity and potential metabolic functions of bacterial communities in the gastrointestinal tract of wild spiny lobsters. The gastrointestinal (GI) tracts of two wild lobster species (Panulirus ornatus and Panulirus homarus) were dissected aseptically and analyzed through high-throughput sequencing, followed by PICRUSt analysis. The results exposed that the most dominant phyla inhabiting both lobster species at the post-puerulus and juvenile stages were Proteobacteria, Firmicutes, Bacteriodota, Patescibacteria, and Verrucomicrobiota, while at the genus level, the GI tracts were mostly dominated by Photobacterium, Candidatus Bacillopora, Vibrio, and Catenococcus at the post-peurulus stage, and Vibrio, Catenococcus, Acanthopleuribacter, Acinetobacter, Pseudoalteromonas, Grimontia, and Photobacterium at the juvenile stage. Further metagenomic prediction analysis discovers many potential probiont properties indicated by the detection of marker genes corresponding to many important metabolic activities, such as antimicrobial compounds (streptomycin, vancomycin, carbapenem, tetracycline, novobiocin, penicillin, cephalosporin, ansamycines, butirosin, and neomycin), antioxidants (e.g., flavonoids and carotenoids), and several important digestive enzymes (e.g., lipase, protease, and amylase). These results suggest that GI tracts of wild spiny lobsters are potential sources to discover novel probionts for aquaculture purposes. Further studies, such as the isolation of the natural product-producing bacteria, or cloning of the beneficial compound-identified genes, are highly recommended to develop novel probiotic strains for aquaculture purposes.
据记载,微生物群落在动物宿主的生长或健康方面发挥着许多关键作用。因此,目前许多研究都在从不同环境(包括野生物种)中寻找潜在的有益细菌 "益生菌"。本研究旨在调查野生刺龙虾胃肠道细菌群落的多样性和潜在代谢功能。研究人员对两种野生龙虾(Panulirus ornatus 和 Panulirus homarus)的胃肠道进行了无菌解剖,并通过高通量测序和 PICRUSt 分析对其进行了分析。结果显示,栖息在这两种龙虾后蛹期和幼体期的最主要门类是变形菌门、固形菌门、杆菌门、门茨菌门和瘤胃微生物门,而在属一级、而在属的层面上,消化道中的光杆菌、棒状杆菌、弧菌和卡氏球菌在后胚珠阶段居多,弧菌、卡氏球菌、黄杆菌、不动杆菌、假交替单胞菌、格林蒙蒂亚菌和光杆菌在幼体阶段居多。进一步的元基因组预测分析发现了许多潜在的益生菌特性,如抗菌化合物(链霉素、万古霉素、碳青霉烯、四环素、新生物素、青霉素、头孢菌素、ansamycines、丁螺霉素和新霉素)、抗氧化剂(如类黄酮和胡萝卜素)、抗氧化剂(如类黄酮和类胡萝卜素)以及几种重要的消化酶(如脂肪酶、蛋白酶和淀粉酶)。这些结果表明,野生刺龙虾的消化道是发现用于水产养殖的新型益生菌的潜在来源。强烈建议开展进一步研究,如分离产生天然产物的细菌,或克隆确定的有益化合物基因,以开发用于水产养殖的新型益生菌株。
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引用次数: 0
Spatiotemporal Variations in Trophic Diversity of Fish Communities in a Marine Bay Ecosystem Based on Stable Isotope Analysis 基于稳定同位素分析的海湾生态系统鱼类群落营养多样性的时空变化
Pub Date : 2024-07-04 DOI: 10.3390/fishes9070262
Pengcheng Li, Wan Chen, Kun Wang, Binduo Xu, Chongliang Zhang, Yu-peng Ji, Yiping Ren, Ying Xue
Climate change has led to significant fluctuations in marine ecosystems. As a component of the food web, the trophic diversity and spatiotemporal changes of fish communities are crucial for understanding ecosystems. In recent years, stable isotope analysis has been increasingly used as a comprehensive tool for quantitative assessment of trophic diversity to explore spatiotemporal variations in fish community diversity. This study is based on carbon (δ13C) and nitrogen (δ15N) stable isotope analysis using different biomass-weighted isotope diversity indices, including isotopic divergence index (IDiv), isotopic dispersion index (IDis), isotopic evenness index (IEve), and isotopic uniqueness index (IUni). The overall results indicate that IDis, IEve, and IUni values of fish communities were relatively low, while IDiv was relatively high in the Haizhou Bay ecosystem. IDiv, IDis, IEve, and IUni were lower in autumn than in spring; IDiv and IDis were relatively higher in offshore waters, while IEve and IUni were relatively higher in inshore waters. The changes in species composition and intensive pelagic–benthic coupling in Haizhou Bay may lead to significant spatiotemporal variations in the trophic diversity of fish communities in the area. These findings highlight the importance of incorporating trophic relationships into ecosystem models, which will help to enhance our understanding of the complexity of the trophic structure of fish communities.
气候变化已导致海洋生态系统发生重大波动。作为食物网的一个组成部分,鱼类群落的营养多样性和时空变化对于了解生态系统至关重要。近年来,稳定同位素分析作为一种营养多样性定量评估的综合工具,越来越多地被用于探索鱼类群落多样性的时空变化。本研究基于碳(δ13C)和氮(δ15N)稳定同位素分析,采用不同的生物量加权同位素多样性指数,包括同位素分异指数(IDiv)、同位素离散指数(IDis)、同位素均匀度指数(IEve)和同位素独特性指数(IUni)。总体结果表明,在海州湾生态系统中,鱼类群落的 IDis、IEve 和 IUni 值相对较低,而 IDiv 值相对较高。秋季的 IDiv、IDis、IEve 和 IUni 均低于春季;近海水域的 IDiv 和 IDis 相对较高,而近岸水域的 IEve 和 IUni 相对较高。海州湾鱼类物种组成的变化和中上层与底栖生物的密集耦合可能导致该区域鱼类群落营养多样性的显著时空变化。这些发现强调了将营养关系纳入生态系统模型的重要性,这将有助于加深我们对鱼类群落营养结构复杂性的理解。
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引用次数: 0
Optimization of Classical Lipase Activity Assays for Fish Digestive Tract Samples 优化鱼类消化道样本的经典脂肪酶活性测定方法
Pub Date : 2024-07-03 DOI: 10.3390/fishes9070261
H. Nolasco‐Soria, C. Álvarez‐González, D. Tovar‐Ramírez, Jorge González-Bacerio, Alberto del Monte-Martínez, F. Vega-Villasante
Fish possess lipases from embryonic development to adulthood. Lipase activity methods vary and significantly differ in terms of the concentration of the substrate used, bile salt, Ca2+, temperature, pH, and type of lipase units, which limits comparative studies. The three most-used substrates are p-nitrophenyl (p-NP), β-naphthyl (β-N) derivates, and emulsified natural oils. These were selected to be redesigned in this study to measure lipase activity under temperature, pH, ion, and bile salt conditions closer to fish physiology, using the appropriate molar absorption coefficient to calculate the lipase units. Cynoscion parvipinnis (CP), Seriola rivoliana (SR), Centropomus viridis (CV), Elop affinis (EA), and Canthidermis maculate (CM) pyloric caeca-intestine extracts were studied. Sodium taurocholate showed the highest activity for intestinal lipases, and the fatty acid length in the substrates changed the lipase hydrolysis rate. The highest lipase activity was obtained with p-NP butyrate and p-NP caprylate in four fish species. Lipase activity was highly activated with Ca2+ (4–7 mM). The β-N absorption spectrum indicates a plateau between 534 and 554 nm for fish lipases. Salmon oil was identified as the most digestible lipid in the four fish species using the in vitro digestibility assay. The lipase zymogram showed an apparent size of 46.3 kDa for CP, 40.2 kDa for SR, 46.2 kDa for CM, 106.6 kDa for EA, and 58.3, 84.6, and 162.1 kDa for CV.
鱼类从胚胎发育到成年都拥有脂肪酶。脂肪酶的活性方法各不相同,在所用底物的浓度、胆汁盐、Ca2+、温度、pH 值和脂肪酶单位类型等方面存在显著差异,这限制了比较研究。最常用的三种底物是对硝基苯(p-NP)、β-萘基(β-N)衍生物和乳化天然油。本研究选择重新设计这些物质,以便在更接近鱼类生理的温度、pH 值、离子和胆盐条件下测量脂肪酶活性,并使用适当的摩尔吸收系数来计算脂肪酶单位。研究对象为Cynoscion parvipinnis (CP)、Seriola rivoliana (SR)、Centropomus viridis (CV)、Elop affinis (EA)和Canthidermis maculate (CM)幽门盲肠提取物。牛磺胆酸钠对肠道脂肪酶的活性最高,底物中脂肪酸的长度改变了脂肪酶的水解速度。在四种鱼类中,p-NP 丁酸酯和 p-NP 辛酸酯的脂肪酶活性最高。Ca2+(4-7 mM)可高度激活脂肪酶活性。β-N 吸收光谱显示,鱼类脂肪酶在 534 和 554 nm 之间有一个高点。通过体外消化率测定,鲑鱼油被确定为四种鱼类中最容易消化的脂质。脂肪酶酶标图显示,CP 的表观尺寸为 46.3 kDa,SR 为 40.2 kDa,CM 为 46.2 kDa,EA 为 106.6 kDa,CV 为 58.3、84.6 和 162.1 kDa。
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引用次数: 0
How Current Global Aqua-Nutrition Research Matches the New Industry and Market Demands 当前全球水产营养研究如何满足新的产业和市场需求
Pub Date : 2024-07-03 DOI: 10.3390/fishes9070259
Haiyan Xiong, Houguo Xu
As a result of decades of rapid development, aquaculture has become the largest contributor to human seafood consumption [...]
经过几十年的快速发展,水产养殖已成为人类海产品消费的最大来源 [...] 。
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引用次数: 0
Knowledge Mapping of the Development Trend of Smart Fisheries in China: A Bibliometric Analysis 中国智慧渔业发展趋势的知识图谱:文献计量分析
Pub Date : 2024-07-03 DOI: 10.3390/fishes9070258
Qiu-Yuan Qin, Jiayang Liu, Yong-He Chen, Xin-Ruo Wang, Tajen Chu
In recent years, smart fisheries, as an emerging model for fishery development, have become a research hotspot in the fishery and aquaculture industries of many countries. Smart fisheries can be thought of as a system that combines techniques for raising, catching, or selling aquatic products to improve production and sustainable development. Smart fisheries are crucial to improving fishery and aquaculture management. In this study, a comprehensive analysis was conducted using bibliometric analysis, the results of which are presented through visual mapping and data charts. This study collected data from the China National Knowledge Infrastructure (CNKI) database and compared it with the WoS database. A total of 949 articles were retrieved on topics related to smart fisheries, including 579 articles from WoS and 370 articles from CNKI. The results present the visualization and analysis of annual publications, author collaboration maps, research collaboration institutions, keywords, etc. The development of smart fisheries in China is obviously different from that in foreign countries. China attaches great importance to technology and production, while foreign countries focus on environmental issues. Therefore, this study helps us to understand the current research status, research hotspots, and future development directions of smart fisheries, providing certain references for future management.
近年来,智慧渔业作为一种新兴的渔业发展模式,已成为许多国家渔业和水产养殖业的研究热点。智能渔业可以被认为是将养殖、捕捞或销售水产品的技术相结合,以提高产量和可持续发展的系统。智能渔业对改善渔业和水产养殖管理至关重要。本研究采用文献计量分析法进行了全面分析,并通过可视化绘图和数据图表展示了分析结果。本研究从中国国家知识基础设施(CNKI)数据库收集数据,并与 WoS 数据库进行比较。共检索到 949 篇与智慧渔业相关的文章,其中 579 篇来自 WoS 数据库,370 篇来自 CNKI 数据库。结果呈现了年度发文、作者合作图谱、研究合作机构、关键词等方面的可视化分析。中国智慧渔业的发展与国外有明显不同。中国重视技术和生产,而国外则关注环境问题。因此,本研究有助于我们了解智慧渔业的研究现状、研究热点和未来发展方向,为今后的管理提供一定的参考。
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引用次数: 0
Population Genetics of the Endemic Hemiculterella wui (Wang, 1935) in the Poyang Lake Basin (China) 中国鄱阳湖流域特有水葫芦的种群遗传学研究
Pub Date : 2024-07-03 DOI: 10.3390/fishes9070260
Qin Ma, Mingzheng Li, Huanzhang Liu
The Yangtze River floodplain is an area with an extremely rich diversity of fish species. Poyang Lake, as an important part of this river–floodplain system, is a crucial habitat for the survival of fish. However, prolonged human activities, such as environmental pollution and hydroelectric development, have degraded the habitat in the Poyang Lake Basin, posing threats to fish populations. Understanding genetic diversity is crucial for maintaining fish populations and understanding their dynamics. The genetic diversity of Hemiculterella wui, an economically endemic species in China of subfamily Cultrinae (Cypriniformes: Cyprinidae), has been understudied. This study investigated the genetic diversity and structure of H. wui populations from the Ganjiang, Xinjiang, Fuhe, and Raohe rivers in the Poyang Lake Basin using mitochondrial Cytb gene analysis. Results showed high haplotype diversity but low nucleotide diversity in H. wui’s Cytb sequences. Analysis of molecular variance (AMOVA) showed no significant geographic genetic structure among populations. Haplotype network analysis revealed no clear geographical clustering. Neutrality tests and haplotype nucleotide mismatch distribution indicated that all populations had experienced expansion events. These findings suggest that H. wui in Poyang Lake does not show a distinct geographic structure. However, it is still necessary to monitor the genetic characteristics of H. wui to maintain the genetic diversity of fishes in Poyang Basin, considering the threat of habitat loss and fragmentation to the population.
长江冲积平原是鱼类物种极其丰富的地区。鄱阳湖作为这一江河冲积平原系统的重要组成部分,是鱼类生存的重要栖息地。然而,长期的人类活动,如环境污染和水电开发,已使鄱阳湖流域的栖息地退化,对鱼类种群构成威胁。了解遗传多样性对于维持鱼类种群和了解其动态至关重要。鲤形目鲤科(Cypriniformes: Cyprinidae)鲤亚科(Hemiculterella wui)是中国特有的经济鱼类,其遗传多样性一直未得到充分研究。本研究利用线粒体 Cytb 基因分析方法,研究了鄱阳湖流域赣江、信江、府河和饶河的徽鲤种群的遗传多样性和结构。结果表明,H. wui 的 Cytb 序列具有较高的单倍型多样性,但核苷酸多样性较低。分子方差分析(AMOVA)显示种群间无明显的地理遗传结构。单倍型网络分析显示没有明显的地理聚类。中性检验和单倍型核苷酸错配分布表明,所有种群都经历过扩张事件。这些结果表明,鄱阳湖中的H. wui并没有表现出明显的地理结构。然而,考虑到栖息地丧失和种群破碎化对鄱阳湖鱼类种群的威胁,仍有必要对鄱阳湖水华鱼的遗传特征进行监测,以保持鄱阳湖流域鱼类遗传多样性。
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引用次数: 0
Integrated Rice–Fish Culture Alters the Bacterioplankton Community and Its Assembly Processes 稻鱼综合养殖改变了浮游细菌群落及其组装过程
Pub Date : 2024-07-02 DOI: 10.3390/fishes9070254
Weixu Diao, Julin Yuan, Rui Jia, Yiran Hou, Liqiang Zhang, Bing Li, Jian Zhu
The rice–fish co-culture is an important model of carp farming in China; however, research on the dynamics and assembly of water bacterial communities in this system remains limited. Therefore, this study aimed to explore the dynamics and assembly of bacterial communities, as well as their correlation with environmental factors in paddy water. For these purposes, this study was divided into two groups: a rice–carp co-culture (WRC) group and a rice monoculture (WRM) group, with 20 rice fields in each group. After 60 days of farming, the concentrations of NH4+-N, NO2−-N, TN, and PO43− were significantly higher in the WRC group than those in the WRM group. Alpha diversity analysis showed that the Shannon index in the WRC group was significantly decreased compared with the WRM group. At the phylum level, the relative abundance of Actinobacteria significantly increased, while the relative abundance of Proteobacteria and Bacteroidetes significantly decreased in the paddy water of the WRC group. The neutral community model (NCM) indicated that a random process played a dominant role in the construction of bacterial communities in the two groups, and common carp cultivation increased migration rates, thereby affecting community assembly. The co-occurrence network displayed that common carp cultivation led to looser interactions between bacterial communities. In addition, the contents of nutrients significantly affected the abundance of bacteria in paddy water. In summary, carp cultivation decreased the diversity of bacteria and changed the relative abundance of dominant bacteria, thereby affecting the stability and assembly of bacterial communities.
稻鱼共作是中国鲤鱼养殖的重要模式,但对该系统中水体细菌群落的动态和组合的研究仍然有限。因此,本研究旨在探讨稻田水体细菌群落的动态和组合及其与环境因素的相关性。为此,本研究分为两组:稻鲤共作组(WRC)和水稻单作组(WRM),每组 20 块稻田。水稻种植60天后,WRC组的NH4+-N、NO2--N、TN和PO43-浓度明显高于WRM组。α多样性分析表明,与 WRM 组相比,WRC 组的香农指数明显下降。在门类水平上,WRC 组稻田水放线菌的相对丰度明显增加,而变形菌和类杆菌的相对丰度明显减少。中性群落模型(NCM)表明,随机过程在两组细菌群落的构建中起主导作用,鲤鱼养殖增加了迁移率,从而影响了群落的聚集。共现网络显示,鲤鱼养殖导致细菌群落间的相互作用更加松散。此外,营养物质的含量对稻田水中细菌的丰度也有显著影响。总之,鲤鱼养殖降低了细菌的多样性,改变了优势细菌的相对丰度,从而影响了细菌群落的稳定性和集合。
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引用次数: 0
Effects of High Dietary Starch Levels on the Growth Performance, Liver Function, and Metabolome of Largemouth Bass (Micropterus salmoides) 高膳食淀粉水平对大口鲈鱼(Micropterus salmoides)生长性能、肝功能和代谢组的影响
Pub Date : 2024-07-02 DOI: 10.3390/fishes9070256
Lihui Sun, Jianlin Guo, Qian Li, Jianhu Jiang, Jianming Chen, Lingmei Gao, Bicheng Yang, Jun Peng
In this study, we conducted a 16-week feeding trial to investigate the effects of a high-cassava starch diet on growth performance, liver function, and metabolism in largemouth bass (Micropterus salmoides). We formulated five diets containing varying levels of cassava starch: 12%, 9%, 6%, 3%, and 0% (termed M12, M9, M6, M3, and M0, respectively). We distributed these diets among largemouth bass with the initial body weight of 83.33 ± 0.55 g via an in-pond “raceway” aquaculture system. Our findings suggest that high level (12%) of cassava starch dietary inclusion adversely affected growth performance metrics such as weight gain rate and specific growth rate, along with feed utilization efficiency indicators, including protein efficiency, protein deposition rate, and the apparent digestibility of dry matter and protein. This negative impact was accompanied by a decrease in intestinal amylase activity. Through further transcriptomic analysis, we identified several key genes associated with carbohydrate metabolism, which underwent changes influencing liver function. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed the involvement of these differentially expressed genes (DEGs) in the tricarboxylic acid cycle (TCA cycle). Comparative metabolomics analysis further indicated that the M9 group showed significant enrichment in pathways related to amino acid metabolism and alterations in the levels of metabolites involved in carbohydrate metabolism. In conclusion, our study demonstrates that incorporating up to 9% cassava starch in the diet can enhance growth performance in largemouth bass by stimulating digestive enzyme activities and promoting glucose utilization.
在本研究中,我们进行了一项为期 16 周的饲喂试验,以研究高木薯淀粉日粮对大口鲈鱼(Micropterus salmoides)生长性能、肝功能和新陈代谢的影响。我们配制了五种含有不同水平木薯淀粉的日粮:12%、9%、6%、3% 和 0%(分别称为 M12、M9、M6、M3 和 M0)。我们通过池塘内的 "赛道 "水产养殖系统将这些日粮分配给初始体重为 83.33 ± 0.55 克的大口鲈。我们的研究结果表明,高水平(12%)的木薯淀粉日粮添加量对生长性能指标(如增重率和特定生长率)以及饲料利用效率指标(包括蛋白质效率、蛋白质沉积率以及干物质和蛋白质的表观消化率)产生了不利影响。这种负面影响还伴随着肠道淀粉酶活性的降低。通过进一步的转录组分析,我们确定了几个与碳水化合物代谢相关的关键基因,这些基因的变化影响了肝脏功能。京都基因组百科全书(KEGG)通路分析显示,这些差异表达基因(DEGs)参与了三羧酸循环(TCA循环)。代谢组学比较分析进一步表明,M9 组在与氨基酸代谢相关的通路中表现出显著的富集,而碳水化合物代谢所涉及的代谢物水平也发生了改变。总之,我们的研究表明,在日粮中添加高达 9% 的木薯淀粉可通过刺激消化酶活性和促进葡萄糖利用来提高大口鲈的生长性能。
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