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Wang Y, Su C, Liu Q, Hao X, Han S, Doretto LB, Rosa IF, Yang Y, Shao C, Wang Q. Transcriptome Analysis Revealed the Early Heat Stress Response in the Brain of Chinese Tongue Sole ( Cynoglossus semilaevis). Animals (Basel) 2023; 14:84. [PMID: 38200815 PMCID: PMC10777917 DOI: 10.3390/ani14010084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 01/12/2024] Open
Abstract
As a common influencing factor in the environment, temperature greatly influences the fish that live in the water all their life. The essential economic fish Chinese tongue sole (Cynoglossus semilaevis), a benthic fish, will experience both physiological and behavioral changes due to increases in temperature. The brain, as the central hub of fish and a crucial regulatory organ, is particularly sensitive to temperature changes and will be affected. However, previous research has mainly concentrated on the impact of temperature on the gonads of C. semilaevis. Instead, our study examines the brain using transcriptomics to investigate specific genes and pathways that can quickly respond to temperature changes. The fish were subjected to various periods of heat stress (1 h, 2 h, 3 h, and 5 h) before extracting the brain for transcriptome analysis. After conducting transcriptomic analyses, we identified distinct genes and pathways in males and females. The pathways were mainly related to cortisol synthesis and secretion, neuroactive ligand-receptor interactions, TGF beta signaling pathway, and JAK/STAT signaling pathway, while the genes included the HSP family, tshr, c-fos, c-jun, cxcr4, camk2b, and igf2. Our study offers valuable insights into the regulation mechanisms of the brain's response to temperature stress.
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Affiliation(s)
- Yue Wang
- Tianjin Key Laboratory of Aqua-Ecology and Aquaculture, Fisheries College, Tianjin Agricultural University, Tianjin 300384, China; (Y.W.); (Y.Y.)
| | - Chengcheng Su
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
| | - Qian Liu
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
| | - Xiancai Hao
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
| | - Shenglei Han
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
| | - Lucas B. Doretto
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
| | - Ivana F. Rosa
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 01049-010, Brazil;
| | - Yanjing Yang
- Tianjin Key Laboratory of Aqua-Ecology and Aquaculture, Fisheries College, Tianjin Agricultural University, Tianjin 300384, China; (Y.W.); (Y.Y.)
| | - Changwei Shao
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
- Laboratory for Marine Fisheries Science and Food Production Processes, Laoshan Laboratory, Qingdao 266237, China
| | - Qian Wang
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (C.S.); (Q.L.); (X.H.); (S.H.); (L.B.D.); (C.S.)
- Laboratory for Marine Fisheries Science and Food Production Processes, Laoshan Laboratory, Qingdao 266237, China
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Zhou F, Qi M, Li J, Huang Y, Chen X, Liu W, Yao G, Meng Q, Zheng T, Wang Z, Ding X. Comparative Transcriptomic Analysis of Largemouth Bass ( Micropterus salmoides) Livers Reveals Response Mechanisms to High Temperatures. Genes (Basel) 2023; 14:2096. [PMID: 38003039 PMCID: PMC10671503 DOI: 10.3390/genes14112096] [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: 10/15/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023] Open
Abstract
High temperatures are considered one of the most significant limitations to subtropical fishery production. Largemouth bass (Micropterus salmoides) is an economically important freshwater species grown in subtropical areas, which are extremely sensitive to heat stress (HS). However, comprehensive transcriptomic data for the livers of largemouth bass in response to HS are still lacking. In this study, a comparative transcriptomic analysis was performed to investigate the gene expression profiles of the livers of largemouth bass under HS treatment. As a result, 6114 significantly differentially expressed genes (DEGs), which included 2645 up-regulated and 3469 down-regulated genes, were identified in response to HS. Bioinformatics analyses demonstrated that the 'ECM-receptor interaction' pathway was one of the most dramatically changed pathways in response to HS, and eight DEGs assigned to this pathway were taken as hub genes. Furthermore, the expression of these eight hub genes was determined by quantitative reverse transcription PCR, and all of them showed a significant change at the transcriptional level, suggesting a crucial role of the 'ECM-receptor interaction' pathway in the response of largemouth bass to HS. These findings may improve our understanding of the molecular mechanisms underlying the response of largemouth bass to HS.
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Affiliation(s)
- Fan Zhou
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Ming Qi
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Jiapeng Li
- Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, College of Life Sciences, Huzhou University, Huzhou 313000, China;
| | - Yuanfei Huang
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Xiaoming Chen
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Wei Liu
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Gaohua Yao
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Qinghui Meng
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Tianlun Zheng
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
| | - Zhanqi Wang
- Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, College of Life Sciences, Huzhou University, Huzhou 313000, China;
| | - Xueyan Ding
- Zhejiang Fisheries Technical Extension Center, Hangzhou 310023, China; (F.Z.); (M.Q.); (Y.H.); (X.C.); (W.L.); (G.Y.); (Q.M.); (T.Z.)
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Liu Q, Wang Y, Tan L, Ma W, Zhao X, Shao C, Wang Q. The Role of the Heat Shock Cognate Protein 70 Genes in Sex Determination and Differentiation of Chinese Tongue Sole ( Cynoglossus semilaevis). Int J Mol Sci 2023; 24:ijms24043761. [PMID: 36835170 PMCID: PMC9964925 DOI: 10.3390/ijms24043761] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/16/2023] Open
Abstract
Fish sex determination can be affected by environmental temperature. This process relies on temperature-sensitive proteins such as heat shock proteins (HSPs). Our previous work found that heat shock cognate proteins (HSCs) may participate in high-temperature associated sex reversal of Chinese tongue sole (Cynoglossus semilaevis). However, the role of hsc genes in responding to high temperature and affecting sex determination/differentiation remains unclear. Here, by using C. semilaevis as model, we identified hsc70 and hsc70-like. hsc70 was abundant in the gonads with a testicular-higher expression at all gonadal development stages except for 6 months post fertilization (mpf). Intriguingly, hsc70-like showed higher expression in testes from 6 mpf on. Both long-term heat treatment during the temperature-sensitive sex-determining period and short-term heat stress at the end of this period caused different expression of hsc70/hsc70-like between sexes. The dual-luciferase assay results also suggested that these genes can respond to high temperature rapidly in vitro. Heat treatment of C. semilaevis testis cells overexpressed with hsc70/hsc70-like could affect the expression of sex-related genes sox9a and cyp19a1a. Our results indicated that hsc70 and hsc70-like were key regulators linking external high-temperature signals with sex differentiation in vivo and provide a new idea for understanding the mechanism by which high temperature affects sex determination/differentiation in teleosts.
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Affiliation(s)
- Qian Liu
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Yue Wang
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Leilei Tan
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
- Jiangsu Key Laboratory of Marine Biological Resources and Environment/Jiangsu Key Laboratory of Marine Biotechnology, Jiangsu Ocean University, Lianyungang 222000, China
| | - Wenxiu Ma
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Xiaona Zhao
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
| | - Changwei Shao
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266237, China
- Correspondence: (C.S.); (Q.W.); Tel.: +86-139-6962-5483 (C.S.); Tel.: +86-187-6521-7669 (Q.W.)
| | - Qian Wang
- National Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Re-search Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266237, China
- Correspondence: (C.S.); (Q.W.); Tel.: +86-139-6962-5483 (C.S.); Tel.: +86-187-6521-7669 (Q.W.)
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Liu Z, Zhou T, Gao D. Genetic and epigenetic regulation of growth, reproduction, disease resistance and stress responses in aquaculture. Front Genet 2022; 13:994471. [PMID: 36406125 PMCID: PMC9666392 DOI: 10.3389/fgene.2022.994471] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/20/2022] [Indexed: 11/25/2022] Open
Abstract
Major progress has been made with genomic and genetic studies in aquaculture in the last decade. However, research on epigenetic regulation of aquaculture traits is still at an early stage. It is apparent that most, if not all, aquaculture traits are regulated at both genetic and epigenetic levels. This paper reviews recent progress in understanding of genetic and epigenetic regulation of important aquaculture traits such as growth, reproduction, disease resistance, and stress responses. Although it is challenging to make generalized statements, DNA methylation is mostly correlated with down-regulation of gene expression, especially when at promoters and enhancers. As such, methylation of growth factors and their receptors is negatively correlated with growth; hypomethylation of genes important for stress tolerance is correlated with increased stress tolerance; hypomethylation of genes important for male or female sex differentiation leads to sex differentiation into males or females, respectively. It is apparent that environmental regulation of aquaculture traits is mediated at the level of epigenetic regulation, and such environment-induced epigenetic changes appeared to be intergenerationally inherited, but evidences for transgenerational inheritance are still limited.
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Affiliation(s)
- Zhanjiang Liu
- Department of Biology, College of Arts and Sciences, Syracuse University, Syracuse, NY, United States,*Correspondence: Zhanjiang Liu,
| | - Tao Zhou
- Fujian Key Laboratory of Genetics and Breeding of Marine Organisms, College of Ocean and Earth Sciences, Xiamen University, Xiamen, China
| | - Dongya Gao
- Department of Biology, College of Arts and Sciences, Syracuse University, Syracuse, NY, United States
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Liu Y, Bai S, Wang Y, Li X, Qu J, Han M, Zhai J, Li W, Liu J, Zhang Q. Intensive masculinization caused by chronic heat stress in juvenile Cynoglossus semilaevis: Growth performance, gonadal histology and gene responses. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 232:113250. [PMID: 35121259 DOI: 10.1016/j.ecoenv.2022.113250] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/22/2022] [Accepted: 01/25/2022] [Indexed: 06/14/2023]
Abstract
The sea temperature has been observed to chronically increase during the past decades, leaving unpredictable influences to the marine biological resources. Thus, it is of vital significance to study the biological responses of ocean inhabited organisms with the artificially stimulated heat stress environment. Cynoglossus semilaevis provides us with an ideal model to study the influence of chronic heat stress on the sexual differentiation in marine teleosts for its genetic sex determination (GSD) + environmental effected (EE) sex determination system. In this study, the comparative experiment was conducted employing heated seawater (HT group) and ambient seawater (CT group) to cultivate juvenile C. semilaevis respectively. Significant differences were exhibited in growth performance and a delayed germ cell development effect was found in pseudomales formed under chronic heat stress. Using transcriptome analysis, the transcription profile of 55 days post fertilization (dpf) and 100 dpf juveniles' gonads were studied. A total of 47 libraries were constructed with an average mapping rate of 94.63% after assembling. GO and KEGG enrichment were proceeded using DEGs screened out between (1) pseudomale gonads at 55 dpf and 100 dpf in HT and CT group (2) pseudomale and female gonads at 55 dpf and 100 dpf in HT and CT group. Terms and pathways involved in steroid stimulation, reproduction ability, germ cell proliferation et al. were shed light on. The expression pattern of 29 DEGs including amh, hsp90b1, pgr et al. were also provided to supplement the results of functional enrichment. Weighted gene co-expression networks analysis (WGCNA) was constructed and hspb8-like, histone H2A.V were exhibited to play vital roles in the heat-induced masculinization. Our findings facilitate the understanding for transcriptional variations in intensive masculinization cause by chronic heat stress of C. semilaevis and provide referable study of the influences on the teleosts in elevated sea temperature.
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Affiliation(s)
- Yuxiang Liu
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
| | - Shujun Bai
- Laboratory of Fisheries Oceanography, College of Fisheries, Ocean University of China, Qingdao, China
| | - Yujue Wang
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
| | - Xiaoqi Li
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Key Laboratory of Tropical Aquatic Germplasm of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572000, China
| | - Jiangbo Qu
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
| | - Miao Han
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
| | - Jieming Zhai
- Laizhou Mingbo Aquatic Co., Ltd., Laizhou, China
| | - Wensheng Li
- Laizhou Mingbo Aquatic Co., Ltd., Laizhou, China
| | - Jinxiang Liu
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Key Laboratory of Tropical Aquatic Germplasm of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572000, China.
| | - Quanqi Zhang
- Key Laboratory of Marine Genetics and Breeding, Ministry of Education, Ocean University of China, Qingdao, Shandong, China; Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China; Key Laboratory of Tropical Aquatic Germplasm of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572000, China.
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Zhou H, Sun Y, Li X, Zhou Z, Ma K, Guo W, Liang Y, Xie X, Zhang J, Wang Q, Liu Y. A Transcriptomic Analysis of Gonads from the Low-Temperature-Induced Masculinization of Takifugu rubripes. Animals (Basel) 2021; 11:ani11123419. [PMID: 34944196 PMCID: PMC8697924 DOI: 10.3390/ani11123419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 11/28/2021] [Accepted: 11/29/2021] [Indexed: 12/03/2022] Open
Abstract
Simple Summary Our study analyzed the differentiation of transcriptomes in normal and sex-reverse Takifugu rubripes, and screened out 13 differentially expressed genes related to sex differentiation. This is the first report on the gonadal transcriptome of pseudo-males in Takifugu rubripes. Our results provide an important contribution to the molecular mechanism of masculinization in a cultured fish subject to low-temperature treatment. Abstract The phenotypic sex of fish is usually plastic. Low-temperature treatment induces the masculinization of Takifugu rubripes, resulting in pseudo-males (PM) with the physiological sex of a male (M) and genetic sex of a female (F). For a comparison of gonadal transcriptomes, we collected gonads from three groups of T. rubripes (F, M, and PM) for high-throughput transcriptome sequencing. The results provided 467,640,218 raw reads (70.15 Gb) and a total of 436,151,088 clean reads (65.43 Gb), with an average length of 150 bp. Only 79 differentially expressed genes (DEGs) were identified between F and PM, whereas 12,041 and 11,528 DEGs were identified between F and M, and PM and M, respectively. According to the functional annotation of DEGs, 13 DEGs related to gonadal development were screened (LOC101066759, dgat1, limk1, fbxl3, col6a3, fgfr3, dusp22b, svil, abhd17b, srgap3, tmem88b, bud4, and mustn10) which might participate in formating PM. A quantitative PCR of the DEGs confirmed the reliability of the RNA-seq. Our results provide an important contribution to the genome sequence resources for T. rubripes and insight into the molecular mechanism of masculinization in a cultured fish subject to low-temperature treatment.
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Affiliation(s)
- He Zhou
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Yuqing Sun
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Xin Li
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Ziyu Zhou
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Kexin Ma
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Wenxuan Guo
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Yuting Liang
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Xingyi Xie
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Jingxian Zhang
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Key Laboratory of Marine Bio-Resources Sustainable Utilization in Liaoning Province’s University, Dalian Ocean University, Dalian 116023, China
| | - Qian Wang
- Key Lab of Sustainable Development of Marine Fisheries, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao 266071, China
- Correspondence: (Q.W.); (Y.L.)
| | - Yang Liu
- Key Laboratory of Mariculture, Agriculture Ministry, PRC, Dalian Ocean University, Dalian 116023, China; (H.Z.); (Y.S.); (X.L.); (Z.Z.); (K.M.); (W.G.); (Y.L.); (X.X.); (J.Z.)
- Correspondence: (Q.W.); (Y.L.)
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