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Development of EST-Molecular Markers from RNA Sequencing for Genetic Management and Identification of Growth Traits in Potato Grouper ( Epinephelus tukula). BIOLOGY 2021; 10:biology10010036. [PMID: 33430356 PMCID: PMC7825770 DOI: 10.3390/biology10010036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 12/25/2020] [Accepted: 01/05/2021] [Indexed: 12/16/2022]
Abstract
Simple Summary The potato grouper is a novel aquaculture species in Taiwan. Due to the lack of genetic information concerning this species, we have developed molecular markers based on transcriptome sequencing and further characterized their association with gene diversity and growth traits of this species. Ultimately, these markers could be utilized as accurate and efficient tools for genetic management and marker-assisted selection of potato grouper with distinct growth traits. Abstract The accuracy and efficiency of marker-assisted selection (MAS) has been proven for economically critical aquaculture species. The potato grouper (Epinephelus tukula), a novel cultured grouper species in Taiwan, shows large potential in aquaculture because of its fast growth rate among other groupers. Because of the lack of genetic information for the potato grouper, the first transcriptome and expressed sequence tag (EST)-derived simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers were developed. Initially, the transcriptome was obtained from seven cDNA libraries by using the Illumina platform. De novo transcriptome of the potato grouper yielded 51.34 Gb and 111,490 unigenes. The EST-derived SSR and SNP markers were applied in genetic management, in parentage analysis, and to discover the functional markers of economic traits. The F1 juveniles were identified as siblings from one pair of parents (80 broodstocks). Fast- and slow-growth individuals were analyzed using functional molecular markers and through their association with growth performance. The results revealed that two SNPs were correlated with growth traits. The transcriptome database obtained in this study and its derived SSR and SNP markers may be applied not only for MAS but also to maintain functional gene diversity in the novel cultured grouper.
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Yang Y, Wu L, Wu X, Li B, Huang W, Weng Z, Lin Z, Song L, Guo Y, Meng Z, Liu X, Xia J. Identification of Candidate Growth-Related SNPs and Genes Using GWAS in Brown-Marbled Grouper (Epinephelus fuscoguttatus). MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2020; 22:153-166. [PMID: 31927644 DOI: 10.1007/s10126-019-09940-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 12/22/2019] [Indexed: 06/10/2023]
Abstract
Brown-marbled grouper, Epinephelus fuscoguttatus, is not only an important commercial fish species, but also an important crossbreeding parent in grouper industry. Improvement of growth traits of this species contributes to the development of grouper breeding. Currently, the development of molecular marker associated with growth of brown-marbled grouper is rare. Thus, we performed the first genome-wide association study (GWAS) for five growth traits in 172 brown-marbled groupers with 43,688 SNPs detected by ddRAD-seq. We identified a total of 5 significant and 18 suggestive QTLs located in multiple chromosomes associated with growth traits. In the 20 kb window of the significant SNPs and suggestive SNPs, 5 and 14 potential candidate genes affecting growth were detected, respectively. Five potential candidate genes near the significantly associated SNPs were selected for expression analysis. Among of which, bmp2k, wasf1, and acyp2 involved in bone development, maintenance of mitochondrion structure, and metabolism were differentially expressed. Interestingly, the SNP 23:29601315 located in the intron of bmp2k was significantly associated with body weight, body length, body height, and body thickness and suggestively associated with total length. We verified the locus using another new group including 123 individuals. The results showed that individuals with CC genotype have better growth traits comparing other individuals. Our findings not only contribute to understanding the molecular mechanism of growth regulation, but also promote the advance of marker-assisted selection in brown-marbled grouper.
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Affiliation(s)
- Yang Yang
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Lina Wu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Xi Wu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Bijun Li
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Wenhua Huang
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Zhuoying Weng
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Zixuan Lin
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
| | - Leling Song
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Yin Guo
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
| | - Zining Meng
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China.
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China.
- Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Guangzhou, 510275, People's Republic of China.
| | - Xiaochun Liu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China.
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China.
- Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Guangzhou, 510275, People's Republic of China.
| | - Junhong Xia
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Science School, Sun Yat-sen University, Guangzhou, 510275, People's Republic of China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, 519000, People's Republic of China
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Yu H, You X, Li J, Zhang X, Zhang S, Jiang S, Lin X, Lin HR, Meng Z, Shi Q. A genome-wide association study on growth traits in orange-spotted grouper (Epinephelus coioides) with RAD-seq genotyping. SCIENCE CHINA-LIFE SCIENCES 2018. [DOI: 10.1007/s11427-017-9161-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Tian HF, Hu QM, Meng Y, Xiao HB. Molecular cloning, characterization and evolutionary analysis of leptin gene in Chinese giant salamander, Andrias davidianus. Open Life Sci 2017. [DOI: 10.1515/biol-2017-0048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractLeptin is an important hormone possessing diverse physiological roles in mammals and teleosts. However, it has been characterized only in a few amphibian species, and its evolutions are still under debate. Here, the full length of the leptin (Adlep) cDNA of Chinese giant salamander (Andrias davidianus), an early diverging amphibian species, is characterized and according to the results of the primary sequence analysis, tertiary structure reconstruction and phylogenetic analysis is confirmed to be an ortholog of mammalian leptin. An intron was identified between the coding exons of A. davidianus leptin, which indicated that the leptin is present in the salamander genome and contains a conserved gene structure in vertebrates. Adlep is widely distributed but expression levels vary among different tissues, with highest expression levels in the muscle. Additionally, the leptin receptor and other genes were mapped to three known leptin signaling pathways, suggesting that the leptin signaling pathways are present in A. davidianus. Phylogenetic topology of leptins are consistent with the generally accepted evolutionary relationships of vertebrates, and multiple leptin members found in teleosts seem to be obtained through a Cluopeocephala-specific gene duplication event. Our results will lay a foundation for further investigations into the physiological roles of leptin in A. davidianus.
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Affiliation(s)
- Hai-feng Tian
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan430223, P. R. China
| | - Qiao-mu Hu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan430223, P. R. China
| | - Yan Meng
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan430223, P. R. China
| | - Han-bing Xiao
- No. 8, 1st Wudayuan Road, Donghu Hi-Tech Development Zone, Wuhan430223, China
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Londraville RL, Prokop JW, Duff RJ, Liu Q, Tuttle M. On the Molecular Evolution of Leptin, Leptin Receptor, and Endospanin. Front Endocrinol (Lausanne) 2017; 8:58. [PMID: 28443063 PMCID: PMC5385356 DOI: 10.3389/fendo.2017.00058] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 03/15/2017] [Indexed: 12/16/2022] Open
Abstract
Over a decade passed between Friedman's discovery of the mammalian leptin gene (1) and its cloning in fish (2) and amphibians (3). Since 2005, the concept of gene synteny conservation (vs. gene sequence homology) was instrumental in identifying leptin genes in dozens of species, and we now have leptin genes from all major classes of vertebrates. This database of LEP (leptin), LEPR (leptin receptor), and LEPROT (endospanin) genes has allowed protein structure modeling, stoichiometry predictions, and even functional predictions of leptin function for most vertebrate classes. Here, we apply functional genomics to model hundreds of LEP, LEPR, and LEPROT proteins from both vertebrates and invertebrates. We identify conserved structural motifs in each of the three leptin signaling proteins and demonstrate Drosophila Dome protein's conservation with vertebrate leptin receptors. We model endospanin structure for the first time and identify endospanin paralogs in invertebrate genomes. Finally, we argue that leptin is not an adipostat in fishes and discuss emerging knockout models in fishes.
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Affiliation(s)
- Richard Lyle Londraville
- Program in Integrative Bioscience, Department of Biology, University of Akron, Akron, OH, USA
- *Correspondence: Richard Lyle Londraville,
| | | | - Robert Joel Duff
- Program in Integrative Bioscience, Department of Biology, University of Akron, Akron, OH, USA
| | - Qin Liu
- Program in Integrative Bioscience, Department of Biology, University of Akron, Akron, OH, USA
| | - Matthew Tuttle
- Program in Integrative Bioscience, Department of Biology, University of Akron, Akron, OH, USA
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Volkoff H. The Neuroendocrine Regulation of Food Intake in Fish: A Review of Current Knowledge. Front Neurosci 2016; 10:540. [PMID: 27965528 PMCID: PMC5126056 DOI: 10.3389/fnins.2016.00540] [Citation(s) in RCA: 168] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 11/07/2016] [Indexed: 12/14/2022] Open
Abstract
Fish are the most diversified group of vertebrates and, although progress has been made in the past years, only relatively few fish species have been examined to date, with regards to the endocrine regulation of feeding in fish. In fish, as in mammals, feeding behavior is ultimately regulated by central effectors within feeding centers of the brain, which receive and process information from endocrine signals from both brain and peripheral tissues. Although basic endocrine mechanisms regulating feeding appear to be conserved among vertebrates, major physiological differences between fish and mammals and the diversity of fish, in particular in regard to feeding habits, digestive tract anatomy and physiology, suggest the existence of fish- and species-specific regulating mechanisms. This review provides an overview of hormones known to regulate food intake in fish, emphasizing on major hormones and the main fish groups studied to date.
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Affiliation(s)
- Helene Volkoff
- Departments of Biology and Biochemistry, Memorial University of NewfoundlandSt. John's, NL, Canada
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Si Y, He F, Wen H, Li J, Zhao J, Ren Y, Zhao M, Ji L, Huang Z, Zhang M, Chen S. Genetic polymorphisms and DNA methylation in exon 1 CpG-rich regions of PACAP gene and its effect on mRNA expression and growth traits in half smooth tongue sole (Cynoglossus semilaevis). FISH PHYSIOLOGY AND BIOCHEMISTRY 2016; 42:407-421. [PMID: 26494141 DOI: 10.1007/s10695-015-0147-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 10/16/2015] [Indexed: 06/05/2023]
Abstract
The pituitary adenylate cyclase activating polypeptide (PACAP) is a new type of hypophysiotropic hormone and plays an important role in regulating the synthesis and secretion of growth hormone and gonadotropin. The research on the relationship between PACAP and different growth traits would contribute to explain its function during the process of growth. Moreover, epigenetic modifications, especially DNA methylation at the CpG sites of the SNPs, play important roles in regulating gene expression. The results suggest that a SNP mutation (c.C151G) in the PACAP gene of male half smooth tongue sole (Cynoglossus semilaevis) is significantly associated with growth traits and serum physiological and biochemical parameters such as inorganic phosphorus (P < 0.05). The SNP is located in a CpG-rich region of exon 1. Intriguingly, the transition (C→G) added a new methylation site of PACAP gene. This SNP was also significantly related to the expression and methylation level of PACAP (P < 0.05). Individuals with GG genotype had faster growth rates than those of CG and CC genotypes. Moreover, GG genotype had significantly higher PACAP expression level and lower methylation level than CG and CC genotypes. In the serum indexes, only inorganic phosphorus content within GG genotypes was significantly higher than CC genotypes. This implied that the mutation and methylation status of PACAP gene could influence growth traits and this locus could be considered as a candidate genetic or epigenetic marker for Cynoglossus semilaevis molecular breeding.
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Affiliation(s)
- Yufeng Si
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Feng He
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China.
- Fisheries College, Ocean University of China, Qingdao, China.
| | - Haishen Wen
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Jifang Li
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Junli Zhao
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Yuanyuan Ren
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Meilin Zhao
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Liqin Ji
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Zhengju Huang
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Mo Zhang
- The Key Laboratory of Mariculture, Ministry of Education, Ocean University of China, Qingdao, China
- Fisheries College, Ocean University of China, Qingdao, China
| | - Songlin Chen
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China
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GHRH, PRP-PACAP and GHRHR Target Sequencing via an Ion Torrent Personal Genome Machine Reveals an Association with Growth in Orange-Spotted Grouper (Epinephelus coioides). Int J Mol Sci 2015; 16:26137-50. [PMID: 26540042 PMCID: PMC4661799 DOI: 10.3390/ijms161125940] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 10/20/2015] [Accepted: 10/20/2015] [Indexed: 12/31/2022] Open
Abstract
Growth hormone-releasing hormone (GHRH) and the receptor, GHRHR, constitute important components of the hypothalamus-pituitary growth axis and act on the downstream growth hormone (GH). PACAP-related peptide/pituitary adenylate cyclase activating polypeptide (PRP-PACAP) is a paralog of GHRH. These genes all play key roles in development and growth patterns. To improve the quality of cultured fish strains, natural genetic variation must be examined and understood. A mixed linear model has been widely used in association mapping, taking the population structures and pairwise kinship patterns into consideration. In this study, a mass cross population of orange-spotted grouper (Epinephelus coioides) was examined. These candidate genes were found to harbor low nucleotide diversity (θw from 0.00154 to 0.00388) and linkage disequilibrium levels (delay of 50% within 2 kbp). Association mapping was employed, and two single-nucleotide polymorphisms (KR269823.1:g.475A>C and KR269823.1:g.2143T>C) were found to be associated with growth (false discovery rate Q < 0.05), explaining 9.0%–17.0% of the phenotypic variance. The association of KR269823.1:g.2143T>C was also found via haplotype-based association (p < 0.05). The identified associations offer new insights into gene functions, and the associated single-nucleotide polymorphisms (SNPs) may be used for breeding purposes.
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