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Wang J, Zhang L, Gao X, Sun Y, Zhao C, Gao X, Wu C. Molecular Cloning of the scd1 Gene and Its Expression in Response to Feeding Artificial Diets to Mandarin Fish ( Siniperca chuatsi). Genes (Basel) 2024; 15:1211. [PMID: 39336802 PMCID: PMC11431013 DOI: 10.3390/genes15091211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024] Open
Abstract
Background/Objectives: Stearoyl-coenzyme A desaturase 1 (SCD1) plays a crucial role in fatty acid metabolism. However, its roles in the feeding habit transformation of mandarin fish (Siniperca chuatsi) remain largely unknown. Methods: Juvenile mandarin fish (10.37 ± 0.54)g were trained to feed on an artificial diet and then divided into artificial diet feeders and nonfeeders according to their feed preference. Afterwards, the scd1 gene of mandarin fish (Sc-scd1) was identified and characterized, and its transcription difference was determined between S. chuatsi fed live artificial diets and those fed prey fish. Results: Our results show that Sc-scd1 coding sequence is 1002 bp long, encoding 333 amino acids. The assumed Sc-SCD1 protein lacks a signal peptide, and it contains 1 N-linked glycosylation site, 24 phosphorylation sites, 4 transmembrane structures, and 3 conserved histidine elements. We found that Sc-SCD1 exhibits a high similarity with its counterparts in other fish by multiple alignments and phylogenetic analysis. The expression level of Sc-scd1 was detected with different expression levels in all tested tissues between male and female individuals fed either live prey fish or artificial diets. Conclusions: In particular, the Sc-scd1 expression level was the highest in the liver of both male and female mandarin fish fed artificial diets, indicating that scd1 genes may be associated with feed adaption of mandarin fish. Taken together, our findings offer novel perspectives on the potential roles of scd1 in specific domestication, and they provide valuable genetic information on feeding habits for the domestication of mandarin fish.
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Affiliation(s)
- Jiangjiang Wang
- Ocean College, Hebei Agricultural University, Qinhuangdao 066003, China; (J.W.); (L.Z.); (X.G.); (Y.S.)
| | - Lihan Zhang
- Ocean College, Hebei Agricultural University, Qinhuangdao 066003, China; (J.W.); (L.Z.); (X.G.); (Y.S.)
- Hebei Key Laboratory of Aquaculture Nutritional Regulation and Disease Control, Qinhuangdao 066003, China
| | - Xiaowei Gao
- Ocean College, Hebei Agricultural University, Qinhuangdao 066003, China; (J.W.); (L.Z.); (X.G.); (Y.S.)
- Hebei Key Laboratory of Aquaculture Nutritional Regulation and Disease Control, Qinhuangdao 066003, China
| | - Yanfeng Sun
- Ocean College, Hebei Agricultural University, Qinhuangdao 066003, China; (J.W.); (L.Z.); (X.G.); (Y.S.)
- Hebei Key Laboratory of Aquaculture Nutritional Regulation and Disease Control, Qinhuangdao 066003, China
| | - Chunlong Zhao
- Hebei Academy of Ocean and Fishery Sciences, Qinhuangdao 066200, China;
| | - Xiaotian Gao
- Hebei Academy of Ocean and Fishery Sciences, Qinhuangdao 066200, China;
| | - Chengbin Wu
- Ocean College, Hebei Agricultural University, Qinhuangdao 066003, China; (J.W.); (L.Z.); (X.G.); (Y.S.)
- Hebei Key Laboratory of Aquaculture Nutritional Regulation and Disease Control, Qinhuangdao 066003, China
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Chen C, Ai C, Cheng W, Huang H, Hou Y, Deng X, Li S, Liu Y, Xu P, Mao Y. Impact of Dietary Variations on Kuruma Shrimp ( Penaeus japonicus) Assessed through Individual-Based Rearing and Insights into Individual Differences. Animals (Basel) 2024; 14:2267. [PMID: 39123794 PMCID: PMC11311047 DOI: 10.3390/ani14152267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
This study developed an individual-rearing method to compare the effects of live feed (sandworms Perinereis aibuhitensis), formulated pellet diets, and a mixture of live feed and formula feed on the Kuruma shrimp Penaeus japonicus, aiming to minimize the influence of non-dietary factors on the growth of P. japonicus, like cannibalism. Results indicated that live feed, with its higher protein, essential amino acids, and fatty acid content, led to significantly better growth and feeding performance in P. japonicus (p < 0.05) compared to pellet diets. A mixed diet resulted in a lower average daily protein intake yet maintained a growth and feeding performance comparable to live feed. The intestinal microbiota of shrimp, dominated by Proteobacteria, Bacteroidetes, Firmicutes, and Actinobacteria, showed significant shifts with diet changes. Specifically, formulated feed increased the relative abundance of Vibrio and Photobacterium while decreasing Shimia and Rhodobacterales (p < 0.05), and feeding live food resulted in a more complex and stable bacterial network. Notably, individual variances in growth and feeding were observed among shrimps, with some on formulated diets showing growth comparable to those on live feed. Each shrimp's final weight, specific growth rate, protein efficiency rate, and average daily food intake positively correlated with its initial body weight (p < 0.05), and daily intake varied cyclically with the molting cycle. These findings suggest that individual-rearing is an effective approach for detailed feed evaluation and monitoring in P. japonicus, contributing to improved feed selection, development, and feeding strategies.
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Affiliation(s)
- Chuanxi Chen
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Chunxiang Ai
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
| | - Wenzhi Cheng
- Department of Computer Science, Xiamen University, Xiamen 361102, China;
- National Observation and Research Station for the Taiwan Strait Marine Ecosystem, Zhangzhou 363400, China
| | - Huiyang Huang
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Yiling Hou
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Xiaojie Deng
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Siqi Li
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Yue Liu
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
| | - Peng Xu
- State Key Laboratory of Mariculture Breeding, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
- National Observation and Research Station for the Taiwan Strait Marine Ecosystem, Zhangzhou 363400, China
| | - Yong Mao
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China; (C.C.); (C.A.); (H.H.); (Y.H.); (X.D.); (S.L.); (Y.L.)
- State Key Laboratory of Mariculture Breeding, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China
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Li H, Niu S, Pan H, Wang G, Xie J, Tian J, Zhang K, Xia Y, Li Z, Yu E, Xie W, Gong W. Modulation of the gut microbiota by processed food and natural food: evidence from the Siniperca chuatsi microbiome. PeerJ 2024; 12:e17520. [PMID: 38887619 PMCID: PMC11182020 DOI: 10.7717/peerj.17520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 05/15/2024] [Indexed: 06/20/2024] Open
Abstract
Habitual dietary changes have the potential to induce alterations in the host's gut microbiota. Mandarin fish (Siniperca chuatsi), an aquatic vertebrate species with distinct feeding habits, were fed with natural feeds (NF) and artificial feeds (AF) to simulate the effects of natural and processed food consumption on host gut microbiota assemblages. The results showed that the alpha diversity index was reduced in the AF diet treatment, as lower abundance and diversity of the gut microbiota were observed, which could be attributed to the colonized microorganisms of the diet itself and the incorporation of plant-derived proteins or carbohydrates. The β-diversity analysis indicated that the two dietary treatments were associated with distinct bacterial communities. The AF diet had a significantly higher abundance of Bacteroidota and a lower abundance of Actinomycetota, Acidobacteriota, and Chloroflexota compared to the NF group. In addition, Bacteroidota was the biomarker in the gut of mandarin fish from the AF treatment, while Acidobacteriota was distinguished in the NF treatments. Additionally, the increased abundance of Bacteroidota in the AF diet group contributed to the improved fermentation and nutrient assimilation, as supported by the metabolic functional prediction and transcriptome verification. Overall, the present work used the mandarin fish as a vertebrate model to uncover the effects of habitual dietary changes on the evolution of the host microbiota, which may provide potential insights for the substitution of natural foods by processed foods in mammals.
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Affiliation(s)
- Hongyan Li
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Shuhui Niu
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai, China
| | - Houjun Pan
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Guangjun Wang
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Jun Xie
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Jingjing Tian
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Kai Zhang
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Yun Xia
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Zhifei Li
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Ermeng Yu
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Wenping Xie
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
| | - Wangbao Gong
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, China
- Hainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immunology and Sustainable Aquaculture, Guangzhou, China
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Zhang Z, Yuan X, Wu H, Gao J, Wu J, Xiong Z, Feng Z, Xie M, Li S, Xie Z, Zeng G. The Effect of Short-Term Artificial Feed Domestication on the Expression of Oxidative-Stress-Related Genes and Antioxidant Capacity in the Liver and Gill Tissues of Mandarin Fish ( Siniperca chuatsi). Genes (Basel) 2024; 15:487. [PMID: 38674421 PMCID: PMC11050011 DOI: 10.3390/genes15040487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 04/03/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
To investigate whether Mandarin fish developed oxidative stress after being domesticated with artificial feed, we conducted a series of experiments. Oxidative stress is an important factor leading to diseases and aging in the body. The liver integrates functions such as digestion, metabolism, detoxification, coagulation, and immune regulation, while the gills are important respiratory organs that are sensitive to changes in the water environment. Therefore, we used the liver and gills of Mandarin fish as research materials. The aim of this study was to investigate the effects of short-term artificial feed domestication on the expression of oxidative stress genes and the changes in oxidative-stress-related enzyme activity in the liver and gills of Mandarin fish. We divided the Mandarin fish into two groups for treatment. The control group was fed with live bait continuously for 14 days, while the experimental group was fed with half artificial feed and half live bait from 0 to 7 days (T-7 d), followed by solely artificial feed from 7 to 14 days (T-14 d). The experimental results showed that there was no difference in the body weight, length, and standard growth rate of the Mandarin fish between the two groups of treatments; after two treatments, there were differences in the expression of genes related to oxidative stress in the gills (keap1, kappa, gsta, gstt1, gstk1, SOD, and CAT) and in the liver (GPx, keap1, kappa, gsta, gstt1, gr, and SOD). In the liver, GPx activity and the content of MDA were significantly upregulated after 7 days of domestication, while in the gills, SOD activity was significantly upregulated after 7 days of domestication and GPx activity was significantly downregulated after 14 days of domestication. These results suggest that artificial feed domestication is associated with oxidative stress. Moreover, these results provide experimental basic data for increasing the production of aquaculture feed for Mandarin fish.
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Affiliation(s)
| | | | | | | | | | | | | | - Min Xie
- Hunan Fisheries Science Institute, Changsha 410153, China; (Z.Z.); (X.Y.); (H.W.); (J.G.); (J.W.); (Z.X.); (Z.F.); (S.L.); (Z.X.); (G.Z.)
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Zhou Z, Jiang Q, Zheng Y, Hao C, Ding S, Guo M, Zhao Y, Liu G, Miao S. Proteomics-Based Investigation of Different Live Prey Administered to Freshwater Dark Sleeper ( Odontobutis potamophila): Examining the Effects on Glycolipids and Energy Metabolism. Metabolites 2024; 14:85. [PMID: 38392977 PMCID: PMC10890520 DOI: 10.3390/metabo14020085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/26/2023] [Accepted: 12/28/2023] [Indexed: 02/25/2024] Open
Abstract
Live prey is characterized by balanced rich nutrients and high palatability and is widely used for the seedling cultivation of freshwater dark sleeper (Odontobutis potamophila) larvae. In this study, we evaluated the effects of four groups of paired feeding regimens (group C (Daphnia magna), group L (Limnodrilus hoffmeisteri), group H (Hypophthalmichthys molitrix fry), and group M (mixed groups C, L, and H)) on glycolipid and energy metabolism in O. potamophila larvae. We observed that fatty acid synthase (FAS) and sterol-regulatory-element-binding protein-1 (SREBP-1) mRNA levels were significantly lower in group H when compared to mRNA levels in the other three groups (p < 0.05) and that carnitine palmitoyltransferase 1α (CPT1-α) mRNA levels were significantly lower in group L when compared to group M (p < 0.05). Relative glucokinase (GK) expression levels were significantly lower in group M when compared to the other three groups (p < 0.05). Using proteomics, we analyzed and compared groups H and L and identified 457 differentially expressed proteins (DEPs), of which 151 were significantly up-regulated and 306 were significantly down-regulated. In the comparison of group M with groups C, L, and H, we found significant enrichment in glycolytic processes, the endoplasmic reticulum lumen, NAD binding, intermediate filaments, and nutrient reservoir activity. Our results provide a theoretical guidance for bait selection during larvae cultivation stages in carnivorous fish.
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Affiliation(s)
- Zihan Zhou
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Qichen Jiang
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
- Low-Temperature Germplasm Bank of Important Economic Fish (Freshwater Fisheries Research Institute of Jiangsu Province) of Jiangsu Provincial Science and Technology Resources (Agricultural Germplasm Resources) Coordination Service Platform, Nanjing 210017, China
| | - You Zheng
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
- Low-Temperature Germplasm Bank of Important Economic Fish (Freshwater Fisheries Research Institute of Jiangsu Province) of Jiangsu Provincial Science and Technology Resources (Agricultural Germplasm Resources) Coordination Service Platform, Nanjing 210017, China
| | - Chen Hao
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
- Low-Temperature Germplasm Bank of Important Economic Fish (Freshwater Fisheries Research Institute of Jiangsu Province) of Jiangsu Provincial Science and Technology Resources (Agricultural Germplasm Resources) Coordination Service Platform, Nanjing 210017, China
| | - Shuyan Ding
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
- Low-Temperature Germplasm Bank of Important Economic Fish (Freshwater Fisheries Research Institute of Jiangsu Province) of Jiangsu Provincial Science and Technology Resources (Agricultural Germplasm Resources) Coordination Service Platform, Nanjing 210017, China
| | - Mengya Guo
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
| | - Yunlong Zhao
- School of Life Science, East China Normal University, Shanghai 200241, China
| | - Guoxing Liu
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
- Freshwater Fisheries Research Institute of Jiangsu Province, Nanjing 210017, China
- Low-Temperature Germplasm Bank of Important Economic Fish (Freshwater Fisheries Research Institute of Jiangsu Province) of Jiangsu Provincial Science and Technology Resources (Agricultural Germplasm Resources) Coordination Service Platform, Nanjing 210017, China
| | - Shuyan Miao
- College of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China
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Ding L, Chen J, Zhang Y, Xiao J, Xu X, Zhang H, Chen Q, Zhao Y, Chen W. Effects of Dietary Fish Meal Replacement with Composite Mixture of Chicken Meal, Krill Meal, and Plant Proteins on Growth, Physiological Metabolism, and Intestinal Microbiota of Chinese Perch ( Siniperca chuatsi). AQUACULTURE NUTRITION 2023; 2023:2915916. [PMID: 39553243 PMCID: PMC11221970 DOI: 10.1155/2023/2915916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/01/2023] [Accepted: 11/30/2023] [Indexed: 11/19/2024]
Abstract
This trial aimed to investigate the influence of graded replacing fish meal (D1: 0.00%, D2: 27.27%, and D3: 54.55%) with mixed protein ingredients (i.e., chicken meal, krill meal, fermented soybean meal, and soy protein concentrate) on the growth performance, muscle nutritional composition, blood biochemical indices, gut bacterial community, and transcriptome of Chinese perch. Two hundred seventy Chinese perch were divided into three groups (90 per group) and the diet lasted for 56 days. Results showed that the weight gain rate and specific growth rate were significantly lower, and the feed conversion ratio was significantly higher in the D3 group than in fish fed D1 (P < 0.05), with no significant differences between the D1 and D2 groups (P > 0.05). The muscle crude protein content was highest in the D2 group, and the crude fat content was significantly different in the order: D3 > D1 > D2 (P < 0.05). The levels of serum triglycerides (TG) and low-density lipoprotein cholesterol in the D2 group were significantly lower than those in the D1 group (P < 0.05), but there was no significant difference compared to the D3 group (P > 0.05). The microbial community structure changed significantly. Mycoplasma showed the highest abundance in the D1 and D2 groups (P < 0.05), and Cetobacterium peaked in D2 group, and significantly higher than that in D1 group (P < 0.05). Network analysis and cohesion index calculation showed that both network complexity and cohesion peaked in D2 group, and Cetobacterium was highly correlated with the cohesion index (P < 0.05). Further, muscle transcriptome analysis results showed that compared with the control group, differentially expressed genes were clustered (Q < 0.05) in the arginine and proline metabolism pathways in D2 group. Fish in D3 group significantly (Q < 0.05) affected genes involved in KEGG pathways of ribosome, circadian rhythm, thermogenesis, insulin signaling pathway, fatty acid degradation, oxidative phosphorylation, and apoptosis. In conclusion, under the experimental conditions, the replacement of 27.27% of fish meal by the compound protein did not have a negative impact on the growth performance of Chinese perch and could improve muscle quality, lipid metabolism, and the interaction of intestinal microbiota.
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Affiliation(s)
- Liyun Ding
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
- Fujian Tianma Science and Technology Group Co., Ltd., Fuqing 350300, China
- State Key Laboratory of Freshwater Ecology and Biotechnology, Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan 430072, China
| | - Jiacheng Chen
- Fujian Tianma Science and Technology Group Co., Ltd., Fuqing 350300, China
| | - Yanping Zhang
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
| | - Jun Xiao
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
| | - Xiandong Xu
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
| | - Haixing Zhang
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
| | - Qingtang Chen
- Fujian Tianma Science and Technology Group Co., Ltd., Fuqing 350300, China
| | | | - Wenjing Chen
- Poyang Lake Fisheries Research Centre of Jiangxi Province, Jiangxi Fisheries Research Institute, Nanchang 330039, China
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