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Tang H, Liu J, Wang Z, Zhang L, Yang M, Huang J, Wen X, Luo J. Genome-wide association study (GWAS) analysis of black color trait in the leopard coral grouper (Plectropomus leopardus) using whole genome resequencing. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2023; 48:101138. [PMID: 37683359 DOI: 10.1016/j.cbd.2023.101138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 08/28/2023] [Accepted: 08/31/2023] [Indexed: 09/10/2023]
Abstract
The leopard coral grouper (Plectropomus leopardus) is a coral reef fish species that exhibits rapid and diverse color variation. However, the presence of melanoma and the high proportion of individuals displaying black color in artificial breeding have led to reduced economic and ornamental value. To pinpoint single nucleotide polymorphisms (SNPs) and potential genes linked to the black pigmentation characteristic in this particular species, This study gathered a cohort of 360 specimens from diverse origins and conducted a comprehensive genome-wide association analysis (GWAS) employing whole-genome resequencing. As a result, 57 SNPs related to the black skin trait were identified, and a grand total of 158 genes were annotated within 50 kb of these SNPs. Subsequently, GWAS was applied to three populations (LED, QHH, and QHL), and the corresponding results were compared with the analysis results of the total population. The results of the four GWAS models showed significant enrichment in Rap1 signaling pathway, melanin biosynthesis, metabolic pathways, tyrosine metabolism, cAMP signaling pathway, AMPK signaling pathway, PI3K-Akt signaling pathway, EGFR tyrosine kinase inhibitor resistance, HIF-1 signaling pathway, Ras signaling pathway, MAPK signaling pathway, etc. (p < 0.05), which were mainly associated with eleven genes (POL4, MET, E2F2, COMT, ZBED1, TYRP2, FOXP2, THIKA, LORF2, MYH16 and SOX2). Significant differences (p < 0.05) were observed in the expression of all 11 genes in the dorsal skin tissue, in 10 genes except COMT in the ventral skin tissue, and in all 11 genes in the caudal fin tissue. These findings imply that the control of body color in the P. leopardus is the result of the joint action of multiple genes and signaling pathways. These findings will contribute to a more profound comprehension of the genetic attributes that underlie the development of black skin in the vibrant P. leopardus, thus furnishing a theoretical foundation for genetic enhancement.
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Affiliation(s)
- Haizhan Tang
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Junchi Liu
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Zirui Wang
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Lianjie Zhang
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Min Yang
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Jie Huang
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Xin Wen
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China.
| | - Jian Luo
- Sanya Nanfan Research Institute of Hainan University, Hainan Aquaculture Breeding Engineering Research Center, Key Laboratory of Tropical Hydrobiology and Biotechnology of Hainan Province, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China.
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Wu C, Ma S, Zhao B, Qin C, Wu Y, Di J, Suo L, Fu X. Drivers of plateau adaptability in cashmere goats revealed by genomic and transcriptomic analyses. BMC Genomics 2023; 24:428. [PMID: 37528361 PMCID: PMC10391913 DOI: 10.1186/s12864-023-09333-1] [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: 10/04/2022] [Accepted: 04/25/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND The adaptive evolution of plateau indigenous animals is a current research focus. However, phenotypic adaptation is complex and may involve the interactions between multiple genes or pathways, many of which remain unclear. As a kind of livestock with important economic value, cashmere goat has a high ability of plateau adaptation, which provides us with good materials for studying the molecular regulation mechanism of animal plateau adaptation. RESULTS In this study, 32 Jiangnan (J) and 32 Tibetan (T) cashmere goats were sequenced at an average of 10. Phylogenetic, population structure, and linkage disequilibrium analyses showed that natural selection or domestication has resulted in obvious differences in genome structure between the two breeds. Subsequently, 553 J vs. T and 608 T vs. J potential selected genes (PSGs) were screened. These PSGs showed potential relationships with various phenotypes, including myocardial development and activity (LOC106502520, ATP2A2, LOC102181869, LOC106502520, MYL2, ISL1, and LOC102181869 genes), pigmentation (MITF and KITLG genes), hair follicles/hair growth (YAP1, POGLUT1, AAK1, HES1, WNT1, PRKAA1, TNKS, WNT5A, VAX2, RSPO4, CSNK1G1, PHLPP2, CHRM2, PDGFRB, PRKAA1, MAP2K1, IRS1, LPAR1, PTEN, PRLR, IBSP, CCNE2, CHAD, ITGB7, TEK, JAK2, and FGF21 genes), and carcinogenesis (UBE2R2, PIGU, DIABLO, NOL4L, STK3, MAP4, ADGRG1, CDC25A, DSG3, LEPR, PRKAA1, IKBKB, and ABCG2 genes). Phenotypic analysis showed that Tibetan cashmere goats has finer cashmere than Jiangnan cashmere goats, which may allow cashmere goats to better adapt to the cold environment in the Tibetan plateau. Meanwhile, KRTs and KAPs expression in Jiangnan cashmere goat skin was significantly lower than in Tibetan cashmere goat. CONCLUSIONS The mutations in these PSGs maybe closely related to the plateau adaptation ability of cashmere goats. In addition, the expression differences of KRTs and KAPs may directly determine phenotypic differences in cashmere fineness between the two breeds. In conclusion, this study provide a reference for further studying plateau adaptive mechanism in animals and goat breeding.
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Affiliation(s)
- Cuiling Wu
- Key Laboratory of Special Environments Biodiversity Application and Regulation in Xinjiang, School of Life Sciences, Xinjiang Normal University, Xinjiang, Urumqi, 830017, China
| | - Shengchao Ma
- Key Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool-sheep Cashmere-goat (XJYS1105), Institute of Animal Science, Xinjiang Academy of Animal Sciences, Xinjiang, Urumqi, 830011, China
- College of Animal Science, Xinjiang Agricultural University, Xinjiang, Urumqi, 830052, China
| | - Bingru Zhao
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
| | - Chongkai Qin
- Xinjiang Aksu Prefecture Animal Husbandry Technology Extension Center, Xinjiang Aksu, 843000, China
| | - Yujiang Wu
- Institute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Tibet Lhasa, 850009, China
| | - Jiang Di
- Key Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool-sheep Cashmere-goat (XJYS1105), Institute of Animal Science, Xinjiang Academy of Animal Sciences, Xinjiang, Urumqi, 830011, China
| | - Langda Suo
- Institute of Animal Science, Tibet Academy of Agricultural and Animal Husbandry Sciences, Tibet Lhasa, 850009, China.
| | - Xuefeng Fu
- Key Laboratory of Genetics Breeding and Reproduction of Xinjiang Wool-sheep Cashmere-goat (XJYS1105), Institute of Animal Science, Xinjiang Academy of Animal Sciences, Xinjiang, Urumqi, 830011, China.
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Wu HY, Chen KS, Huang YS, Hsieh HY, Tsai H. Comparative transcriptome analysis of skin color-associated genes in leopard coral grouper (Plectropomus leopardus). BMC Genomics 2023; 24:5. [PMID: 36604632 PMCID: PMC9817277 DOI: 10.1186/s12864-022-09091-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/20/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The leopard coral grouper (Plectropomus leopardus) is an important economic species in East Asia-Pacific countries. To meet the market demand, leopard coral grouper is facing overfishing and their population is rapidly declining. With the improvement of the artificial propagation technique, the leopard coral grouper has been successfully cultured by Fisheries Research Institute in Taiwan. However, the skin color of farmed individuals is often lacking bright redness. As such, the market price of farmed individuals is lower than wild-type. RESULTS To understand the genetic mechanisms of skin coloration in leopard coral grouper, we compared leopard coral grouper with different skin colors through transcriptome analysis. Six cDNA libraries generated from wild-caught leopard coral grouper with different skin colors were characterized by using the Illumina platform. Reference-guided de novo transcriptome data of leopard coral grouper obtained 24,700 transcripts, and 1,089 differentially expressed genes (DEGs) were found between red and brown skin color individuals. The results showed that nine candidate DEGs (epha2, sema6d, acsl4, slc7a5, hipk1, nol6, timp2, slc25a42, and kdf1) significantly associated with skin color were detected by using comparative transcriptome analysis and quantitative real-time polymerase chain reaction (qRT-PCR). CONCLUSIONS The findings may provide genetic information for further skin color research, and to boost the market price of farmed leopard coral grouper by selective breeding.
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Affiliation(s)
- Hung-Yi Wu
- grid.412036.20000 0004 0531 9758Department of Marine Biotechnology and Resources, National Sun Yat-Sen University, Kaohsiung City, Taiwan
| | - Kao-Sung Chen
- grid.453140.70000 0001 1957 0060Planning and Information Division, Fisheries Research Institute, Council of Agriculture, Keelung, Taiwan
| | - You-Syu Huang
- Eastern Marine Biology Research Center, Taitung City, Taiwan
| | - Hern-Yi Hsieh
- Penghu Marine Biology Research Center, Penghu County, Magong, Taiwan
| | - HsinYuan Tsai
- Department of Marine Biotechnology and Resources, National Sun Yat-Sen University, Kaohsiung City, Taiwan. .,Doctoral Degree Program in Marine Biotechnology, National Sun Yat-Sen University, Kaohsiung City, Taiwan.
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Wen X, Yang M, Zhou K, Huang J, Fan X, Zhang W, Luo J. Transcriptomic and proteomic analyses reveal the common and unique pathway(s) underlying different skin colors of leopard coral grouper (Plectropomus leopardus). J Proteomics 2022; 266:104671. [PMID: 35788407 DOI: 10.1016/j.jprot.2022.104671] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 05/12/2022] [Accepted: 06/20/2022] [Indexed: 11/29/2022]
Abstract
To gain a comprehensive and unbiased molecular understanding of the different skin colors of P. leopardus, we used Illumina HiSeq 2500 and TMT (Tandem Mass Tag) to compare transcription and protein levels between red and black skin of P. leopardus. We identified 797 upregulated and 314 downregulated genes (differentially expressed genes; DEGs) in red (RG) compared with black (BG) skin of P. leopardus. We also identified 377 differentially abundant proteins (DAPs), including 314 upregulated and 63 downregulated proteins. These DEGs and DAPs were significantly enriched in melanin synthesis (e.g., pyrimidine metabolism, Phenylalanine, tyrosine, and tryptophan biosynthesis, melanogenesis, phenylalanine metabolism, and tyrosine metabolism), oxidative phosphorylation (e.g., phosphonate and phosphinate metabolism, and oxidative phosphorylation), energy metabolism (e.g., HIF-1, glycolysis/gluconeogenesis, fatty acid biosynthesis, and fatty acid degradation), and signal transduction (e.g., Wnt, calcium, MAPK, and cGMP-PKG signaling pathways), etc. Further analysis of MAPKs showed that the activation levels of its main members JNK1 and ERK1/2 differed significantly between red and black skin colors. After RNAi was used to interfere with ERK1/2, it was found that the local skin of the tail of P. leopardus would turn black. Combined transcriptome and proteome analysis showed that most DEGs-DAPs in red skin were higher than in black skin (58 were upregulated, 1 was downregulated, and 4 were opposite). These DEGs-DAPs showed that the differences between red and black skin tissues of P. leopardus were related primarily to energy metabolism, signal transduction and cytoskeleton. These findings are not only conducive to understand the skin color regulation mechanism of P. leopardus and other coral reef fish, but also provide an important descriptive to the breeding of color strains. SIGNIFICANCE OF THE STUDY: The skin color of P. leopardus gradually darkens or blackens due to environmental factors such as changes in light intensity and human activities, and this directly affects its ornamental and economic value. In this study, RNAseq and TMT were used to conduct comparative quantitative transcriptomics and proteomics and analyze differences between red and black P. leopardus skin. The results showed that energy metabolism, signal transduction and cytoskeleton were the main metabolic pathways causing their skin color differences. These findings contribute to existing data describing fish skin color, and provide information about protein levels, which are of great significance to a deeper understanding of the skin color regulation mechanism in P. leopardus and other coral reef fishes.
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Affiliation(s)
- Xin Wen
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China.
| | - Min Yang
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Kexin Zhou
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Jie Huang
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Xin Fan
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Weiwei Zhang
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China
| | - Jian Luo
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan Academician Team Innovation Center, Hainan University, Haikou 570228, China.
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Wang Y, Wen X, Zhang X, Fu S, Liu J, Tan W, Luo M, Liu L, Huang H, You X, Luo J, Chen F. Chromosome Genome Assembly of the Leopard Coral Grouper ( Plectropomus leopardus) With Nanopore and Hi-C Sequencing Data. Front Genet 2020; 11:876. [PMID: 32983227 PMCID: PMC7492660 DOI: 10.3389/fgene.2020.00876] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 07/17/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Yongbo Wang
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Xin Wen
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan University, Haikou, China
| | - Xinhui Zhang
- Shenzhen Key Lab of Marine Genomics, Guangdong Provincial Key Lab of Molecular Breeding in Marine Economic Animals, BGI Academy of Marine Sciences, BGI Marine, Shenzhen, China
| | - Shuyuan Fu
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Jinye Liu
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Wei Tan
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Ming Luo
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Longlong Liu
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Hai Huang
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
| | - Xinxin You
- Shenzhen Key Lab of Marine Genomics, Guangdong Provincial Key Lab of Molecular Breeding in Marine Economic Animals, BGI Academy of Marine Sciences, BGI Marine, Shenzhen, China
| | - Jian Luo
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan Aquaculture Breeding Engineering Research Center, Hainan University, Haikou, China
| | - Fuxiao Chen
- Key Laboratory of Utilization and Conservation for Tropical Marine Bioresources of Education of Ministry, Hainan Academy of Ocean and Fisheries Sciences, Hainan Tropical Ocean University, Haikou, China
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