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Liang Y, Xian L, Pan J, Zhu K, Guo H, Liu B, Zhang N, Ou-Yang Y, Zhang Q, Zhang D. De Novo Genome Assembly of the Whitespot Parrotfish ( Scarus forsteni): A Valuable Scaridae Genomic Resource. Genes (Basel) 2024; 15:249. [PMID: 38397238 PMCID: PMC10888354 DOI: 10.3390/genes15020249] [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: 12/26/2023] [Revised: 02/01/2024] [Accepted: 02/09/2024] [Indexed: 02/25/2024] Open
Abstract
Scarus forsteni, a whitespot parrotfish from the Scaridae family, is a herbivorous fish inhabiting coral reef ecosystems. The deterioration of coral reefs has highly affected the habitats of the parrotfish. The decline in genetic diversity of parrotfish emphasizes the critical importance of conserving their genetic variability to ensure the resilience and sustainability of marine ecosystems for future generations. In this study, a genome of S. forsteni was assembled de novo through using Illumina and Nanopore sequencing. The 1.71-Gb genome of S. forsteni, was assembled into 544 contigs (assembly level: contig). It exhibited an N50 length of 17.97 Mb and a GC content percentage of 39.32%. Our BUSCO analysis revealed that the complete protein of the S. forsteni genome had 98.10% integrity. Combined with structure annotation data, 34,140 (74.81%) genes were functionally annotated out of 45,638 predicted protein-coding genes. Upon comparing the genome size and TE content of teleost fishes, a roughly linear relationship was observed between these two parameters. However, TE content is not a decisive factor in determining the genome size of S. forsteni. Population history analysis results indicate that S. forsteni experienced two major population expansions, both of which occurred before the last interglacial period. In addition, through a comparative genomic analysis of the evolutionary relationship of other species, it was found that S. forsteni had the closest relationship with Cheilinus undulatus, another member of the Labridae family. Our expansion and contraction analysis of the gene family showed that the expansion genes were mainly associated with immune diseases, organismal systems, and cellular processes. At the same time, cell transcription and translation, sex hormone regulation, and other related pathways were also more prominent in the positive selection genes. The genomic sequence of S. forsteni offers valuable resources for future investigations on the conservation, evolution, and behavior of fish species.
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Affiliation(s)
- Yu Liang
- Guangxi Marine Microbial Resources Industrialization Engineering Technology Research Center, Guangxi Key Laboratory for Polysaccharide Materials and Modifications, School of Marine Sciences and Biotechnology, Guangxi Minzu University, 158 University Road, Nanning 530008, China
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
| | - Lin Xian
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, China
| | - Jinmin Pan
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
| | - Kecheng Zhu
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, China
| | - Huayang Guo
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, China
| | - Baosuo Liu
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, China
| | - Nan Zhang
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, China
| | - Yan Ou-Yang
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
| | - Qin Zhang
- Guangxi Marine Microbial Resources Industrialization Engineering Technology Research Center, Guangxi Key Laboratory for Polysaccharide Materials and Modifications, School of Marine Sciences and Biotechnology, Guangxi Minzu University, 158 University Road, Nanning 530008, China
| | - Dianchang Zhang
- Chinese Academy of Fishery Sciences, Key Laboratory of South China Sea Fishery Resources Exploitation and Utilization, Ministry of Agriculture and Rural Affairs, South China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou 510300, China
- Sanya Tropical Fisheries Research Institute, Sanya 572018, China
- Guangdong Provincial Engineer Technology Research Center of Marine Biological Seed Industry, Guangzhou 510300, 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: 2.0] [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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Alam MS, Guan P, Zhu Y, Zeng S, Fang X, Wang S, Yusuf B, Zhang J, Tian X, Fang C, Gao Y, Khatun MS, Liu Z, Hameed HMA, Tan Y, Hu J, Liu J, Zhang T. Comparative genome analysis reveals high-level drug resistance markers in a clinical isolate of Mycobacterium fortuitum subsp . fortuitum MF GZ001. Front Cell Infect Microbiol 2023; 12:1056007. [PMID: 36683685 PMCID: PMC9846761 DOI: 10.3389/fcimb.2022.1056007] [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: 09/28/2022] [Accepted: 12/05/2022] [Indexed: 01/06/2023] Open
Abstract
Introduction Infections caused by non-tuberculosis mycobacteria are significantly worsening across the globe. M. fortuitum complex is a rapidly growing pathogenic species that is of clinical relevance to both humans and animals. This pathogen has the potential to create adverse effects on human healthcare. Methods The MF GZ001 clinical strain was collected from the sputum of a 45-year-old male patient with a pulmonary infection. The morphological studies, comparative genomic analysis, and drug resistance profiles along with variants detection were performed in this study. In addition, comparative analysis of virulence genes led us to understand the pathogenicity of this organism. Results Bacterial growth kinetics and morphology confirmed that MF GZ001 is a rapidly growing species with a rough morphotype. The MF GZ001 contains 6413573 bp genome size with 66.18 % high G+C content. MF GZ001 possesses a larger genome than other related mycobacteria and included 6156 protein-coding genes. Molecular phylogenetic tree, collinearity, and comparative genomic analysis suggested that MF GZ001 is a novel member of the M. fortuitum complex. We carried out the drug resistance profile analysis and found single nucleotide polymorphism (SNP) mutations in key drug resistance genes such as rpoB, katG, AAC(2')-Ib, gyrA, gyrB, embB, pncA, blaF, thyA, embC, embR, and iniA. In addition, the MF GZ001strain contains mutations in iniA, iniC, pncA, and ribD which conferred resistance to isoniazid, ethambutol, pyrazinamide, and para-aminosalicylic acid respectively, which are not frequently observed in rapidly growing mycobacteria. A wide variety of predicted putative potential virulence genes were found in MF GZ001, most of which are shared with well-recognized mycobacterial species with high pathogenic profiles such as M. tuberculosis and M. abscessus. Discussion Our identified novel features of a pathogenic member of the M. fortuitum complex will provide the foundation for further investigation of mycobacterial pathogenicity and effective treatment.
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Affiliation(s)
- Md Shah Alam
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Ping Guan
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, China
| | - Yuting Zhu
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- School of Life Sciences, University of Science and Technology of China, Hefei, Anhui, China
| | - Sanshan Zeng
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Xiange Fang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Shuai Wang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- National Clinical Research Center for Infectious Diseases, Guangdong Provincial Clinical Research Center for Tuberculosis, Shenzhen Third People's Hospital, Shenzhen, China
| | - Buhari Yusuf
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Jingran Zhang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Xirong Tian
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Cuiting Fang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Yamin Gao
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Mst Sumaia Khatun
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Zhiyong Liu
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - H M Adnan Hameed
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
| | - Yaoju Tan
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, China
| | - Jinxing Hu
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, China
| | - Jianxiong Liu
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, China
| | - Tianyu Zhang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
- China-New Zealand Joint Laboratory on Biomedicine and Health, Guangzhou, China
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Papa Y, Wellenreuther M, Morrison MA, Ritchie PA. Genome assembly and isoform analysis of a highly heterozygous New Zealand fisheries species, the tarakihi (Nemadactylus macropterus). G3 (BETHESDA, MD.) 2022; 13:6883520. [PMID: 36477875 PMCID: PMC9911067 DOI: 10.1093/g3journal/jkac315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 11/01/2022] [Accepted: 11/08/2022] [Indexed: 12/14/2022]
Abstract
Although being some of the most valuable and heavily exploited wild organisms, few fisheries species have been studied at the whole-genome level. This is especially the case in New Zealand, where genomics resources are urgently needed to assist fisheries management. Here, we generated 55 Gb of short Illumina reads (92× coverage) and 73 Gb of long Nanopore reads (122×) to produce the first genome assembly of the marine teleost tarakihi [Nemadactylus macropterus (Forster, 1801)], a highly valuable fisheries species in New Zealand. An additional 300 Mb of Iso-Seq reads were obtained to assist in gene annotation. The final genome assembly was 568 Mb long with an N50 of 3.37 Mb. The genome completeness was high, with 97.8% of complete Actinopterygii Benchmarking Universal Single-Copy Orthologs. Heterozygosity values estimated through k-mer counting (1.00%) and bi-allelic SNPs (0.64%) were high compared with the same values reported for other fishes. Iso-Seq analysis recovered 91,313 unique transcripts from 15,515 genes (mean ratio of 5.89 transcripts per gene), and the most common alternative splicing event was intron retention. This highly contiguous genome assembly and the isoform-resolved transcriptome will provide a useful resource to assist the study of population genomics and comparative eco-evolutionary studies in teleosts and related organisms.
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Affiliation(s)
- Yvan Papa
- School of Biological Sciences, Victoria University of Wellington, Wellington 6012, New Zealand
| | - Maren Wellenreuther
- Seafood Production Group, The New Zealand Institute for Plant and Food Research Limited, Nelson 7010, New Zealand,School of Biological Sciences, The University of Auckland, Auckland 1010, New Zealand
| | - Mark A Morrison
- National Institute of Water and Atmospheric Research, Auckland 1010, New Zealand
| | - Peter A Ritchie
- Corresponding author: Te Toki A Rata, Gate 7, Kelburn Parade, Wellington 6012, New Zealand.
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Xie Z, Wang D, Jiang S, Peng C, Wang Q, Huang C, Li S, Lin H, Zhang Y. Chromosome-Level Genome Assembly and Transcriptome Comparison Analysis of Cephalopholis sonnerati and Its Related Grouper Species. BIOLOGY 2022; 11:biology11071053. [PMID: 36101431 PMCID: PMC9312885 DOI: 10.3390/biology11071053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/06/2022] [Accepted: 07/08/2022] [Indexed: 11/16/2022]
Abstract
The tomato hind, Cephalopholis sonnerati, is a bottom-dwelling coral reef fish, which is widely distributed in the Indo-Pacific and Red Sea. C. sonnerati also features complex social structures and behaviour mechanisms. Here, we present a high-quality, chromosome-level genome assembly for C. sonnerati that was derived using PacBio sequencing and Hi-C technologies. A 1043.66 Mb genome with an N50 length of 2.49 Mb was assembled, produced containing 795 contigs assembled into 24 chromosomes. Overall, 97.2% of the complete BUSCOs were identified in the genome. A total of 26,130 protein-coding genes were predicted, of which 94.26% were functionally annotated. Evolutionary analysis revealed that C. sonnerati diverged from its common ancestor with E. lanceolatus and E. akaara approximately 41.7 million years ago. In addition, comparative genome analyses indicated that the expanded gene families were highly enriched in the sensory system. Finally, we found the tissue-specific expression of 8108 genes. We found that these tissue-specific genes were highly enriched in the brain. In brief, the high-quality, chromosome-level reference genome will provide a valuable genome resource for studies of the genetic conservation, resistance breeding, and evolution of C. sonnerati.
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Affiliation(s)
- Zhenzhen Xie
- College of Basic Medicine, Nanchang University, Nanchang 330031, China;
| | - Dengdong Wang
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory for Aquatic Economic Animals and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, China; (D.W.); (S.J.); (S.L.); (H.L.)
| | - Shoujia Jiang
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory for Aquatic Economic Animals and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, China; (D.W.); (S.J.); (S.L.); (H.L.)
| | - Cheng Peng
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou 510260, China;
| | - Qing Wang
- College of Marine Sciences, South China Agricultural University, Guangzhou 510642, China;
| | - Chunren Huang
- Hainan Chenhai Aquatic Products Co., Ltd., Sanya 572000, China;
| | - Shuisheng Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory for Aquatic Economic Animals and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, China; (D.W.); (S.J.); (S.L.); (H.L.)
| | - Haoran Lin
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory for Aquatic Economic Animals and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, China; (D.W.); (S.J.); (S.L.); (H.L.)
| | - Yong Zhang
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory for Aquatic Economic Animals and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), School of Life Sciences, Sun Yat-Sen University, Guangzhou 510275, China; (D.W.); (S.J.); (S.L.); (H.L.)
- Correspondence:
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Hai DM, Yen DT, Liem PT, Tam BM, Huong DTT, Hang BTB, Hieu DQ, Garigliany MM, Coppieters W, Kestemont P, Phuong NT, Farnir F. A High-Quality Genome Assembly of Striped Catfish ( Pangasianodon hypophthalmus) Based on Highly Accurate Long-Read HiFi Sequencing Data. Genes (Basel) 2022; 13:923. [PMID: 35627308 PMCID: PMC9141817 DOI: 10.3390/genes13050923] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 11/26/2022] Open
Abstract
The HiFi sequencing technology yields highly accurate long-read data with accuracies greater than 99.9% that can be used to improve results for complex applications such as genome assembly. Our study presents a high-quality chromosome-scale genome assembly of striped catfish (Pangasianodon hypophthalmus), a commercially important species cultured mainly in Vietnam, integrating HiFi reads and Hi-C data. A 788.4 Mb genome containing 381 scaffolds with an N50 length of 21.8 Mb has been obtained from HiFi reads. These scaffolds have been further ordered and clustered into 30 chromosome groups, ranging from 1.4 to 57.6 Mb, based on Hi-C data. The present updated assembly has a contig N50 of 14.7 Mb, representing a 245-fold and 4.2-fold improvement over the previous Illumina and Illumina-Nanopore-Hi-C based version, respectively. In addition, the proportion of repeat elements and BUSCO genes identified in our genome is remarkably higher than in the two previously released striped catfish genomes. These results highlight the power of using HiFi reads to assemble the highly repetitive regions and to improve the quality of genome assembly. The updated, high-quality genome assembled in this work will provide a valuable genomic resource for future population genetics, conservation biology and selective breeding studies of striped catfish.
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Affiliation(s)
- Dao Minh Hai
- FARAH/Sustainable Animal Production, Faculty of Veterinary Medicine, University of Liege (B43), 4000 Liege, Belgium;
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Duong Thuy Yen
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Pham Thanh Liem
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Bui Minh Tam
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Do Thi Thanh Huong
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Bui Thi Bich Hang
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Dang Quang Hieu
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Mutien-Marie Garigliany
- FARAH/Veterinary Public Health, Faculty of Veterinary Medicine, University of Liege (B43), 4000 Liege, Belgium;
| | | | - Patrick Kestemont
- Research Unit in Environmental and Evolutionary Biology, Institute of Life, Earth & Environnment, University of Namur, rue de Bruxelles 61, 5000 Namur, Belgium;
| | - Nguyen Thanh Phuong
- College of Aquaculture and Fisheries, Can Tho University, Can Tho 900000, Vietnam; (D.T.Y.); (P.T.L.); (B.M.T.); (D.T.T.H.); (B.T.B.H.); (D.Q.H.); (N.T.P.)
| | - Frédéric Farnir
- FARAH/Sustainable Animal Production, Faculty of Veterinary Medicine, University of Liege (B43), 4000 Liege, Belgium;
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The first draft genome assembly and data analysis of the Malaysian mahseer (Tor tambroides). AQUACULTURE AND FISHERIES 2022. [DOI: 10.1016/j.aaf.2022.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Heckenhauer J, Frandsen PB, Sproul JS, Li Z, Paule J, Larracuente AM, Maughan PJ, Barker MS, Schneider JV, Stewart RJ, Pauls SU. Genome size evolution in the diverse insect order Trichoptera. Gigascience 2022; 11:6537159. [PMID: 35217860 PMCID: PMC8881205 DOI: 10.1093/gigascience/giac011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 11/25/2021] [Accepted: 01/21/2022] [Indexed: 12/30/2022] Open
Abstract
Background Genome size is implicated in the form, function, and ecological success of a species. Two principally different mechanisms are proposed as major drivers of eukaryotic genome evolution and diversity: polyploidy (i.e., whole-genome duplication) or smaller duplication events and bursts in the activity of repetitive elements. Here, we generated de novo genome assemblies of 17 caddisflies covering all major lineages of Trichoptera. Using these and previously sequenced genomes, we use caddisflies as a model for understanding genome size evolution in diverse insect lineages. Results We detect a ∼14-fold variation in genome size across the order Trichoptera. We find strong evidence that repetitive element expansions, particularly those of transposable elements (TEs), are important drivers of large caddisfly genome sizes. Using an innovative method to examine TEs associated with universal single-copy orthologs (i.e., BUSCO genes), we find that TE expansions have a major impact on protein-coding gene regions, with TE-gene associations showing a linear relationship with increasing genome size. Intriguingly, we find that expanded genomes preferentially evolved in caddisfly clades with a higher ecological diversity (i.e., various feeding modes, diversification in variable, less stable environments). Conclusion Our findings provide a platform to test hypotheses about the potential evolutionary roles of TE activity and TE-gene associations, particularly in groups with high species, ecological, and functional diversities.
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Affiliation(s)
- Jacqueline Heckenhauer
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG), Frankfurt 60325, Germany.,Department of Terrestrial Zoology, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt 60325, Germany
| | - Paul B Frandsen
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG), Frankfurt 60325, Germany.,Department of Plant & Wildlife Sciences, Brigham Young University, Provo, UT 84602, USA.,Data Science Lab, Smithsonian Institution, Washington, DC 20560, USA
| | - John S Sproul
- Department of Biology, University of Rochester, Rochester, NY 14620, USA.,Department of Biology, University of Nebraska Omaha, Omaha, NE 68182, USA
| | - Zheng Li
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Juraj Paule
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt 60325, Germany
| | | | - Peter J Maughan
- Department of Plant & Wildlife Sciences, Brigham Young University, Provo, UT 84602, USA
| | - Michael S Barker
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA
| | - Julio V Schneider
- Department of Terrestrial Zoology, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt 60325, Germany
| | - Russell J Stewart
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT 84112, USA
| | - Steffen U Pauls
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG), Frankfurt 60325, Germany.,Department of Terrestrial Zoology, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt 60325, Germany.,Institute for Insect Biotechnology, Justus-Liebig-University, Gießen 35390, Germany
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9
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Lim LWK, Lau MML, Chung HH, Hussain H, Gan HM. First high-quality genome assembly data of sago palm ( Metroxylon sagu Rottboll). Data Brief 2022; 40:107800. [PMID: 35059482 PMCID: PMC8760474 DOI: 10.1016/j.dib.2022.107800] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 01/04/2022] [Indexed: 12/03/2022] Open
Abstract
The sago palm (Metroxylon sagu Rottboll) is a tropical halophytic starch-producing, economically important crop palm mainly located in Southeast Asian countries. Recently, a genome survey was conducted on this palm using the Illumina sequencing platform, with a very low (21.5%) BUSCO genome completeness score, and most of them (∼78%) are either fragmented or missing. Thus, in this study, the sago palm genome completeness was further improved with the utilization of the Nanopore sequencing platform that produced longer reads. A hybrid genome assembly was conducted, and the outcome was a much complete sago palm genome with BUSCO completeness achieved at as high as 97.9%, with only ∼2% of them either fragmented or missing. The estimated genome size of the sago palm is 509,812,790 bp in this study. A sum of 33,242 protein-coding genes was revealed from the sago palm genome and around 96.39% of them had been functionally annotated. An investigation on the carbohydrate metabolism KEGG pathways also unearthed that starch synthesis was one of the major sago palm activities. The genome data obtained from this work is indispensable for future molecular evolutionary and genome-wide association studies on the economically important sago palm.
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Affiliation(s)
- Leonard Whye Kit Lim
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300 Kota Samarahan, Sarawak, Malaysia
| | - Melinda Mei Lin Lau
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300 Kota Samarahan, Sarawak, Malaysia
| | - Hung Hui Chung
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300 Kota Samarahan, Sarawak, Malaysia
| | - Hasnain Hussain
- Centre for Sago Research (CoSAR), Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300 Kota Samarahan, Sarawak, Malaysia
| | - Han Ming Gan
- GeneSEQ Sdn Bhd, Bukit Beruntung, 48300 Rawang, Selangor, Malaysia
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria, Australia
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10
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Austin CM, Croft LJ, Grandjean F, Gan HM. The NGS Magic Pudding: A Nanopore-Led Long-Read Genome Assembly for the Commercial Australian Freshwater Crayfish, Cherax destructor. Front Genet 2022; 12:695763. [PMID: 35126445 PMCID: PMC8807398 DOI: 10.3389/fgene.2021.695763] [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: 04/15/2021] [Accepted: 12/23/2021] [Indexed: 11/26/2022] Open
Abstract
Cherax destructor, the yabby, is an iconic Australian freshwater crayfish species, which, similar to other major invertebrate groups, is grossly under-represented in genomic databases. The yabby is also the principal commercial freshwater crustacean species in Australia subject to explotation via inland fisheries and aquaculture. To address the genomics knowledge gap for this species and explore cost effective and efficient methods for genome assembly, we generated 106.8 gb of Nanopore reads and performed a long-read only assembly of the Cherax destructor genome. On a mini-server configured with an ultra-fast swap space, the de novo assembly took 131 h (∼5.5 days). Genome polishing with 126.3 gb of PCR-Free Illumina reads generated an assembled genome size of 3.3 gb (74.6% BUSCO completeness) with a contig N50 of 80,900 bp, making it the most contiguous for freshwater crayfish genome assemblies. We found an unusually large number of cellulase genes within the yabby genome which is relevant to understanding the nutritional biology, commercial feed development, and ecological role of this species and crayfish more generally. These resources will be useful for genomic research on freshwater crayfish and our methods for rapid and super-efficient genome assembly will have wide application.
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Affiliation(s)
- Christopher M. Austin
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
| | - Laurence J. Croft
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
| | - Frederic Grandjean
- Laboratoire Ecologie et Biologie des Interactions, Equipe Ecologie Evolution Symbiose, Unité Mixte de Recherche 7267 Centre National de la Recherche Scientifique, Université de Poitiers, Poitiers, France
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11
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Pavlova A, Harrisson KA, Turakulov R, Lee YP, Ingram BA, Gilligan D, Sunnucks P, Gan HM. Labile sex chromosomes in the Australian freshwater fish family Percichthyidae. Mol Ecol Resour 2021; 22:1639-1655. [PMID: 34863023 DOI: 10.1111/1755-0998.13569] [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: 02/09/2021] [Revised: 11/24/2021] [Accepted: 11/29/2021] [Indexed: 12/01/2022]
Abstract
Sex-specific ecology has management implications, but rapid sex-chromosome turnover in fishes hinders sex-marker development for monomorphic species. We used annotated genomes and reduced-representation sequencing data for two Australian percichthyids, Macquarie perch Macquaria australasica and golden perch M. ambigua, and whole genome resequencing for 50 Macquarie perch of each sex, to identify sex-linked loci and develop an affordable sexing assay. In silico pool-seq tests of 1,492,004 Macquarie perch SNPs revealed that a 275-kb scaffold was enriched for gametologous loci. Within this scaffold, 22 loci were sex-linked in a predominantly XY system, with females being homozygous for the X-linked allele at all 22, and males having the Y-linked allele at >7. Seven XY-gametologous loci (all males, but no females, are heterozygous or homozygous for the male-specific allele) were within a 146-bp region. A PCR-RFLP sexing assay targeting one Y-linked SNP, tested in 66 known-sex Macquarie perch and two of each sex of three confamilial species, plus amplicon sequencing of 400 bp encompassing the 146-bp region, revealed that the few sex-linked positions differ between species and between Macquarie perch populations. This indicates sex-chromosome lability in Percichthyidae, supported by nonhomologous scaffolds containing sex-linked loci for Macquarie- and golden perches. The present resources facilitate genomic research in Percichthyidae, including formulation of hypotheses about candidate genes of interest such as transcription factor SOX1b that occurs in the 275-kb scaffold ~38 kb downstream of the 146-bp region containing seven XY-gametologous loci. Sex-linked markers will be useful for determining genetic sex in some populations and studying sex chromosome turnover.
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Affiliation(s)
- Alexandra Pavlova
- School of Biological Sciences, Monash University, Clayton, Vic., Australia
| | - Katherine A Harrisson
- Department of Ecology, Environment & Evolution, La Trobe University, Bundoora, Vic., Australia.,Department of Environment, Land, Water and Planning, Arthur Rylah Institute for Environmental Research, Heidelberg, Vic., Australia
| | - Rustam Turakulov
- Division of Ecology and Evolution, RSB, Australian National University, Acton, ACT, Australia
| | - Yin Peng Lee
- School of Life and Environmental Sciences, Deakin University, Geelong, Vic., Australia.,Deakin Genomics Centre, Deakin University, Geelong, Vic., Australia
| | | | - Dean Gilligan
- Freshwater Ecosystems Research, New South Wales Department of Primary Industries - Fisheries, Batemans Bay, NSW, Australia
| | - Paul Sunnucks
- School of Biological Sciences, Monash University, Clayton, Vic., Australia
| | - Han Ming Gan
- School of Life and Environmental Sciences, Deakin University, Geelong, Vic., Australia.,Deakin Genomics Centre, Deakin University, Geelong, Vic., Australia.,GeneSEQ Sdn Bhd, Rawang, Malaysia
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12
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Wang Y, Zhao Y, Bollas A, Wang Y, Au KF. Nanopore sequencing technology, bioinformatics and applications. Nat Biotechnol 2021; 39:1348-1365. [PMID: 34750572 PMCID: PMC8988251 DOI: 10.1038/s41587-021-01108-x] [Citation(s) in RCA: 486] [Impact Index Per Article: 162.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 09/22/2021] [Indexed: 12/13/2022]
Abstract
Rapid advances in nanopore technologies for sequencing single long DNA and RNA molecules have led to substantial improvements in accuracy, read length and throughput. These breakthroughs have required extensive development of experimental and bioinformatics methods to fully exploit nanopore long reads for investigations of genomes, transcriptomes, epigenomes and epitranscriptomes. Nanopore sequencing is being applied in genome assembly, full-length transcript detection and base modification detection and in more specialized areas, such as rapid clinical diagnoses and outbreak surveillance. Many opportunities remain for improving data quality and analytical approaches through the development of new nanopores, base-calling methods and experimental protocols tailored to particular applications.
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Affiliation(s)
- Yunhao Wang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Yue Zhao
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
- Biomedical Informatics Shared Resources, The Ohio State University, Columbus, OH, USA
| | - Audrey Bollas
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Yuru Wang
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Kin Fai Au
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA.
- Biomedical Informatics Shared Resources, The Ohio State University, Columbus, OH, USA.
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13
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Székvári K, Szabolcsi Z, Kutasy B, Hegedűs G, Virág E. New complete mitogenome datasets and their characterization of the European catfish ( Silurus glanis). Data Brief 2021; 38:107418. [PMID: 34632016 PMCID: PMC8487008 DOI: 10.1016/j.dib.2021.107418] [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: 05/11/2021] [Revised: 08/23/2021] [Accepted: 09/20/2021] [Indexed: 10/31/2022] Open
Abstract
We present new complete mitogenome sequences of Silurus glanis (S. glanis) from 4 samples such as male and female individuals from two countries (Hungary, Czech Republic). The complete mitochondria were determined from genome sequencing by using Illumina MiSeq platform resulting in long, 300 bp. paired-end reads. De novo assembly was performed resulting in one nod (scaffold) covering the total mitochondria in each sample. The mitochondrial genomes were circular, double-stranded molecules of 16,524 bp in length and consisted of 13 protein-coding genes (PCGs), 2 ribosomal RNA genes, 22 transfer RNA genes, and 1 control region. These sequences were deposited in the NCBI GeneBank under the accession numbers (MW796040, MW796041, MW796042, MW796043) and compared with the only available S. glanis mitochondrial genome (NC_014261.1) sequenced by unidentified technology and showed 99% similarity. We found in seq1 82, in seq2 82, seq3 83, seq4 82 nucleotide alterations involving 10 protein-coding genes and meaning 29 amino acid substitutions as well.
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Affiliation(s)
- Kinga Székvári
- Festetics Doctoral School, Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary.,Department of Plant Science and Biotechnology, Szent István University, i.e. the Predecessor of the Festetics Bioinnovation Group, Keszthely, Hungary
| | - Zoltán Szabolcsi
- Department of Animal Sciences, Georgikon Faculty, Szent István University, Keszthely 8360, Hungary.,Research Centre for Natural Sciences, Institute of Enzimology, Budapest, Hungary
| | - Barbara Kutasy
- Department of Plant Science and Biotechnology, Szent István University, i.e. the Predecessor of the Festetics Bioinnovation Group, Keszthely, Hungary.,Department of Plant Physiology and Plant Ecology, Hungarian University of Agriculture and Life Sciences Georgikon Campus Keszthely, Keszthely, Hungary
| | | | - Eszter Virág
- Department of Plant Science and Biotechnology, Szent István University, i.e. the Predecessor of the Festetics Bioinnovation Group, Keszthely, Hungary.,EduCoMat Ltd., Keszthely, Hungary.,Department of Molecular Biotechnology and Microbiology, Institute of Biotechnology, Faculty of Science and Technology, University of Debrecen, Hungary
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14
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Johnson LK, Sahasrabudhe R, Gill JA, Roach JL, Froenicke L, Brown CT, Whitehead A. Draft genome assemblies using sequencing reads from Oxford Nanopore Technology and Illumina platforms for four species of North American Fundulus killifish. Gigascience 2021; 9:5859380. [PMID: 32556169 PMCID: PMC7301629 DOI: 10.1093/gigascience/giaa067] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 04/16/2020] [Accepted: 05/27/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Whole-genome sequencing data from wild-caught individuals of closely related North American killifish species (Fundulus xenicus, Fundulus catenatus, Fundulus nottii, and Fundulus olivaceus) were obtained using long-read Oxford Nanopore Technology (ONT) PromethION and short-read Illumina platforms. FINDINGS Draft de novo reference genome assemblies were generated using a combination of long and short sequencing reads. For each species, the PromethION platform was used to generate 30-45× sequence coverage, and the Illumina platform was used to generate 50-160× sequence coverage. Illumina-only assemblies were fragmented with high numbers of contigs, while ONT-only assemblies were error prone with low BUSCO scores. The highest N50 values, ranging from 0.4 to 2.7 Mb, were from assemblies generated using a combination of short- and long-read data. BUSCO scores were consistently >90% complete using the Eukaryota database. CONCLUSIONS High-quality genomes can be obtained from a combination of using short-read Illumina data to polish assemblies generated with long-read ONT data. Draft assemblies and raw sequencing data are available for public use. We encourage use and reuse of these data for assembly benchmarking and other analyses.
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Affiliation(s)
- Lisa K Johnson
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Ruta Sahasrabudhe
- DNA Technologies Core, Genome Center, University of California, 1 Shields Avenue, Davis, CA 95616
| | - James Anthony Gill
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Jennifer L Roach
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Lutz Froenicke
- DNA Technologies Core, Genome Center, University of California, 1 Shields Avenue, Davis, CA 95616
| | - C Titus Brown
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Andrew Whitehead
- Correspondence address. Andrew Whitehead, Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, USA, Davis, CA, USA. E-mail:
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15
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Yang Y, Wang T, Chen J, Wu L, Wu X, Zhang W, Luo J, Xia J, Meng Z, Liu X. Whole-genome sequencing of brown-marbled grouper (Epinephelus fuscoguttatus) provides insights into adaptive evolution and growth differences. Mol Ecol Resour 2021; 22:711-723. [PMID: 34455708 DOI: 10.1111/1755-0998.13494] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Revised: 07/29/2021] [Accepted: 08/23/2021] [Indexed: 11/27/2022]
Abstract
The brown-marbled grouper (Epinephelus fuscoguttatus) is an important species of fish in the coral reef ecosystem and marine aquaculture industry. In this study, a high-quality chromosome-level genome of brown-marbled grouper was assembled using Oxford Nanopore technology and Hi-C technology. The GC content and heterozygosity were approximately 42% and 0.35%, respectively. A total of 230 contigs with a total length of 1047 Mb and contig N50 of 13.8 Mb were assembled, and 228 contigs (99.13%) were anchored into 24 chromosomes. A total of 24,005 protein-coding genes were predicted, among which 23,862 (99.4%) predicted genes were annotated. Phylogenetic analysis showed that brown-marbled grouper and humpback grouper were clustered into one clade that separated approximately 11-23 million years ago. Collinearity analyses showed that there was no obvious duplication of large fragments between chromosomes in the brown-marbled grouper. Genomes of the humpback grouper and giant grouper showed a high collinearity with that of the brown-marbled grouper. A total of 305 expanded gene families were detected in the brown-marbled grouper genome, which is mainly involved in disease resistance. In addition, a genetic linkage map with 3061.88 cM was constructed. Based on the physical and genetic map, one growth-related quantitative trait loci was detected in 32,332,447 bp of chromosome 20, and meox1 and etv4 were considered candidate growth-related genes. This study provides pivotal genetic resources for further evolutionary analyses and artificial breeding of groupers.
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Affiliation(s)
- Yang Yang
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China
| | - Tong Wang
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China
| | - Jingfang Chen
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China
| | - Lina Wu
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China
| | - Xi Wu
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China
| | - Weiwei Zhang
- State Key Laboratory of Marine Resource Utilization in South China Sea, Key Laboratory of Tropical Biological Resources of Education, Marine Sciences College of Hainan University, Haikou, China
| | - Jian Luo
- State Key Laboratory of Marine Resource Utilization in South China Sea, Key Laboratory of Tropical Biological Resources of Education, Marine Sciences College of Hainan University, Haikou, China
| | - Junhong Xia
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China.,Southern Laboratory of Ocean Science and Engineering, Zhuhai, China
| | - Zining Meng
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China.,Southern Laboratory of Ocean Science and Engineering, Zhuhai, China
| | - Xiaochun Liu
- State Key Laboratory of Biocontrol, Life Sciences School, Sun Yat-sen University, Guangzhou, China.,Southern Laboratory of Ocean Science and Engineering, Zhuhai, China
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16
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Mayne B, Espinoza T, Roberts D, Butler GL, Brooks S, Korbie D, Jarman S. Nonlethal age estimation of three threatened fish species using DNA methylation: Australian lungfish, Murray cod and Mary River cod. Mol Ecol Resour 2021; 21:2324-2332. [PMID: 34161658 PMCID: PMC8518777 DOI: 10.1111/1755-0998.13440] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/16/2021] [Accepted: 06/01/2021] [Indexed: 11/29/2022]
Abstract
Age‐based demography is fundamental to management of wild fish populations. Age estimates for individuals can determine rates of change in key life‐history parameters such as length, maturity, mortality and fecundity. These age‐based characteristics are critical for population viability analysis in endangered species and for developing sustainable harvest strategies. For teleost fish, age has traditionally been determined by counting increments formed in calcified structures such as otoliths. However, the collection of otoliths is lethal and therefore undesirable for threatened species. At a molecular level, age can be predicted by measuring DNA methylation. Here, we use previously identified age‐associated sites of DNA methylation in zebrafish (Danio rerio) to develop two epigenetic clocks for three threatened freshwater fish species. One epigenetic clock was developed for the Australian lungfish (Neoceratodus forsteri) and the second for the Murray cod (Maccullochellapeelii) and Mary River cod (Maccullochellamariensis). Age estimation models were calibrated using either known‐age individuals, ages derived from otoliths or bomb radiocarbon dating of scales. We demonstrate a high Pearson's correlation between the chronological and predicted age in both the Lungfish clock (cor = .98) and Maccullochella clock (cor = .92). The median absolute error rate for both epigenetic clocks was also low (Lungfish = 0.86 years; Maccullochella = 0.34 years). This study demonstrates the transferability of DNA methylation sites for age prediction between highly phylogenetically divergent fish species. Given the method is nonlethal and suited to automation, age prediction by DNA methylation has the potential to improve fisheries and other wildlife management settings.
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Affiliation(s)
- Benjamin Mayne
- Environomics Future Science Platform, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Indian Ocean Marine Research Centre, Crawley, WA, Australia
| | - Thomas Espinoza
- Department of Natural Resources, Mines and Energy, Bundaberg, Qld, Australia
| | | | - Gavin L Butler
- Department of Primary Industries, Grafton Fisheries Centre, Grafton, NSW, Australia
| | - Steven Brooks
- Department of Agriculture, Fisheries and Forestry, Brisbane, Qld, Australia
| | - Darren Korbie
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane, Qld, Australia
| | - Simon Jarman
- School of Biological Sciences, The University of Western Australia, Crawley, WA, Australia
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17
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Tigano A, Jacobs A, Wilder AP, Nand A, Zhan Y, Dekker J, Therkildsen NO. Chromosome-Level Assembly of the Atlantic Silverside Genome Reveals Extreme Levels of Sequence Diversity and Structural Genetic Variation. Genome Biol Evol 2021; 13:evab098. [PMID: 33964136 PMCID: PMC8214408 DOI: 10.1093/gbe/evab098] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 04/21/2021] [Accepted: 04/30/2021] [Indexed: 12/12/2022] Open
Abstract
The levels and distribution of standing genetic variation in a genome can provide a wealth of insights about the adaptive potential, demographic history, and genome structure of a population or species. As structural variants are increasingly associated with traits important for adaptation and speciation, investigating both sequence and structural variation is essential for wholly tapping this potential. Using a combination of shotgun sequencing, 10x Genomics linked reads and proximity-ligation data (Chicago and Hi-C), we produced and annotated a chromosome-level genome assembly for the Atlantic silverside (Menidia menidia)-an established ecological model for studying the phenotypic effects of natural and artificial selection-and examined patterns of genomic variation across two individuals sampled from different populations with divergent local adaptations. Levels of diversity varied substantially across each chromosome, consistently being highly elevated near the ends (presumably near telomeric regions) and dipping to near zero around putative centromeres. Overall, our estimate of the genome-wide average heterozygosity in the Atlantic silverside is among the highest reported for a fish, or any vertebrate (1.32-1.76% depending on inference method and sample). Furthermore, we also found extreme levels of structural variation, affecting ∼23% of the total genome sequence, including multiple large inversions (> 1 Mb and up to 12.6 Mb) associated with previously identified haploblocks showing strong differentiation between locally adapted populations. These extreme levels of standing genetic variation are likely associated with large effective population sizes and may help explain the remarkable adaptive divergence among populations of the Atlantic silverside.
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Affiliation(s)
- Anna Tigano
- Department of Natural Resources, Cornell University, Ithaca, New York, USA
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, New Hampshire, USA
| | - Arne Jacobs
- Department of Natural Resources, Cornell University, Ithaca, New York, USA
| | - Aryn P Wilder
- Department of Natural Resources, Cornell University, Ithaca, New York, USA
- Conservation Genetics, San Diego Zoo Global, Escondido, California, USA
| | - Ankita Nand
- Program in Systems Biology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Ye Zhan
- Program in Systems Biology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Job Dekker
- Program in Systems Biology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
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18
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Genome Size Estimation of Callipogon relictus Semenov (Coleoptera: Cerambycidae), an Endangered Species and a Korea Natural Monument. INSECTS 2021; 12:insects12020111. [PMID: 33513896 PMCID: PMC7910860 DOI: 10.3390/insects12020111] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 01/21/2021] [Accepted: 01/25/2021] [Indexed: 11/24/2022]
Abstract
Simple Summary The longhorned beetle Calipogon relictus has been considered as a class I endangered species since 2012 in Korea. In an attempt towards beetle conservation, we estimated its genome size at 1.8 ± 0.2 Gb, representing one of the largest cerambycid genomes. This study provides useful insight at the genome level and facilitates the development of an effective conservation strategy. Abstract We estimated the genome size of a relict longhorn beetle, Callipogon relictus Semenov (Cerambycidae: Prioninae)—the Korean natural monument no. 218 and a Class I endangered species—using a combination of flow cytometry and k-mer analysis. The two independent methods enabled accurate estimation of the genome size in Cerambycidae for the first time. The genome size of C. relictus was 1.8 ± 0.2 Gb, representing one of the largest cerambycid genomes studied to date. An accurate estimation of genome size of a critically endangered longhorned beetle is a major milestone in our understanding and characterization of the C. relictus genome. Ultimately, the findings provide useful insight into insect genomics and genome size evolution, particularly among beetles.
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Sun L, Gao T, Wang F, Qin Z, Yan L, Tao W, Li M, Jin C, Ma L, Kocher TD, Wang D. Chromosome‐level genome assembly of a cyprinid fish
Onychostoma macrolepis
by integration of nanopore sequencing, Bionano and Hi‐C technology. Mol Ecol Resour 2020; 20:1361-1371. [DOI: 10.1111/1755-0998.13190] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 05/05/2020] [Accepted: 05/11/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Lina Sun
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Tian Gao
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Feilong Wang
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Zuliang Qin
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Longxia Yan
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Wenjing Tao
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Minghui Li
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
| | - Canbiao Jin
- Lushui Ecological Agriculture Company Langao Shaanxi China
| | - Li Ma
- Lushui Ecological Agriculture Company Langao Shaanxi China
| | - Thomas D. Kocher
- Department of Biology University of Maryland College Park MD USA
| | - Deshou Wang
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education) Key Laboratory of Aquatic Science of Chongqing School of Life Sciences Southwest University Chongqing China
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20
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Bian L, Li F, Ge J, Wang P, Chang Q, Zhang S, Li J, Liu C, Liu K, Liu X, Li X, Chen H, Chen S, Shao C, Lin Z. Chromosome-level genome assembly of the greenfin horse-faced filefish (Thamnaconus septentrionalis) using Oxford Nanopore PromethION sequencing and Hi-C technology. Mol Ecol Resour 2020; 20:1069-1079. [PMID: 32390337 DOI: 10.1111/1755-0998.13183] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 03/02/2020] [Accepted: 04/23/2020] [Indexed: 11/27/2022]
Abstract
The greenfin horse-faced filefish, Thamnaconus septentrionalis, is a valuable commercial fish species that is widely distributed in the Indo-West Pacific Ocean. This fish has characteristic blue-green fins, rough skin and a spine-like first dorsal fin. Thamnaconus septentrionalis is of conservation concern because its population has declined sharply, and it is an important marine aquaculture fish species in China. Genomic resources for the filefish are lacking, and no reference genome has been released. In this study, the first chromosome-level genome of T. septentrionalis was constructed using nanopore sequencing and Hi-C technology. A total of 50.95 Gb polished nanopore sequences were generated and were assembled into a 474.31-Mb genome, accounting for 96.45% of the estimated genome size of this filefish. The assembled genome contained only 242 contigs, and the achieved contig N50 was 22.46 Mb, a surprisingly high value among all sequenced fish species. Hi-C scaffolding of the genome resulted in 20 pseudochromosomes containing 99.44% of the total assembled sequences. The genome contained 67.35 Mb of repeat sequences, accounting for 14.2% of the assembly. A total of 22,067 protein-coding genes were predicted, 94.82% of which were successfully annotated with putative functions. Furthermore, a phylogenetic tree was constructed using 1,872 single-copy orthologous genes, and 67 unique gene families were identified in the filefish genome. This high-quality assembled genome will be a valuable resource for a range of future genomic, conservation and breeding studies of T. septentrionalis.
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Affiliation(s)
- Li Bian
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Fenghui Li
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,National Demonstration Center for Experimental Fisheries Science Education, Shanghai Collaborative Innovation for Aquatic Animal Genetics and Breeding, Shanghai Engineering Research Center of Agriculture, Shanghai Ocean University, Shanghai, China
| | - Jianlong Ge
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Pengfei Wang
- Key Laboratory of Open-Sea Fishery Development, Ministry of Agriculture, Guangzhou, China.,Guangdong Provincial Key Laboratory of Fishery Ecology and Environment, South China Sea Fisheries Research Institute, Chinese Academy of Fisheries Sciences, Guangzhou, China
| | - Qing Chang
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Shengnong Zhang
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Jie Li
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Changlin Liu
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Kun Liu
- Qingdao Conson Oceantec Valley Development Co., Ltd, Qingdao, China
| | - Xintian Liu
- Weihai Fishery Technology Extension Station, Weihai, China
| | - Xuming Li
- Biomarker Technologies Corporation, Beijing, China
| | - Hongju Chen
- Biomarker Technologies Corporation, Beijing, China
| | - Siqing Chen
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Changwei Shao
- Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, China.,Laboratory for Marine Fisheries Science and Food Production Processes, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, China
| | - Zhishu Lin
- Qingdao Municipal Ocean Technology Achievement Promotion Center, Qingdao, China
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21
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Yang Y, Wu LN, Chen JF, Wu X, Xia JH, Meng ZN, Liu XC, Lin HR. Whole-genome sequencing of leopard coral grouper ( Plectropomus leopardus) and exploration of regulation mechanism of skin color and adaptive evolution. Zool Res 2020; 41:328-340. [PMID: 32212431 PMCID: PMC7231471 DOI: 10.24272/j.issn.2095-8137.2020.038] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 03/25/2020] [Indexed: 01/09/2023] Open
Abstract
Leopard coral groupers belong to the Plectropomus genus of the Epinephelidae family and are important fish for coral reef ecosystems and the marine aquaculture industry. To promote future research of this species, a high-quality chromosome-level genome was assembled using PacBio sequencing and Hi-C technology. A 787.06 Mb genome was assembled, with 99.7% (784.57 Mb) of bases anchored to 24 chromosomes. The leopard coral grouper genome size was smaller than that of other groupers, which may be related to its ancient status among grouper species. A total of 22 317 protein-coding genes were predicted. This high-quality genome of the leopard coral grouper is the first genomic resource for Plectropomus and should provide a pivotal genetic foundation for further research. Phylogenetic analysis of the leopard coral grouper and 12 other fish species showed that this fish is closely related to the brown-marbled grouper. Expanded genes in the leopard coral grouper genome were mainly associated with immune response and movement ability, which may be related to the adaptive evolution of this species to its habitat. In addition, we also identified differentially expressed genes (DEGs) associated with carotenoid metabolism between red and brown-colored leopard coral groupers. These genes may play roles in skin color decision by regulating carotenoid content in these groupers.
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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 Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
| | - Li-Na Wu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
| | - Jing-Fang Chen
- State Key Laboratory of Biocontrol and Guangdong Provincial Key Laboratory of Plant Resources, School of Life Sciences, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
| | - Xi Wu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
| | - Jun-Hong Xia
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, Guangdong 519000, China
| | - Zi-Ning Meng
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, Guangdong 519000, China. E-mail:
| | - Xiao-Chun Liu
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, Guangdong 519000, China. E-mail:
| | - Hao-Ran Lin
- State Key Laboratory of Biocontrol, Institute of Aquatic Economic Animals and Guangdong Provincial Key Laboratory for Aquatic Economic Animals, Life Sciences School, Sun Yat-Sen University, Guangzhou, Guangdong 510275, China
- Southern Laboratory of Ocean Science and Engineering, Zhuhai, Guangdong 519000, China
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Law WD, Warren RL, McCallion AS. Establishment of an eHAP1 human haploid cell line hybrid reference genome assembled from short and long reads. Genomics 2020; 112:2379-2384. [PMID: 31962144 DOI: 10.1016/j.ygeno.2020.01.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 01/13/2020] [Accepted: 01/15/2020] [Indexed: 12/31/2022]
Abstract
Haploid cell lines are a valuable research tool with broad applicability for genetic assays. As such the fully haploid human cell line, eHAP1, has been used in a wide array of studies. However, the absence of a corresponding reference genome sequence for this cell line has limited the potential for more widespread applications to experiments dependent on available sequence, like capture-clone methodologies. We generated ~15× coverage Nanopore long reads from ten GridION flowcells and utilized this data to assemble a de novo draft genome using minimap and miniasm and subsequently polished using Racon. This assembly was further polished using previously generated, low-coverage, Illumina short reads with Pilon and ntEdit. This resulted in a hybrid eHAP1 assembly with >90% complete BUSCO scores. We further assessed the eHAP1 long read data for structural variants using Sniffles and identify a variety of rearrangements, including a previously established Philadelphia translocation. Finally, we demonstrate how some of these variants overlap open chromatin regions, potentially impacting regulatory regions. By integrating both long and short reads, we generated a high-quality reference assembly for eHAP1 cells. The union of long and short reads demonstrates the utility in combining sequencing platforms to generate a high-quality reference genome de novo solely from low coverage data. We expect the resulting eHAP1 genome assembly to provide a useful resource to enable novel experimental applications in this important model cell line.
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Affiliation(s)
- William D Law
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
| | - René L Warren
- Genome Sciences Centre, BC Cancer, Vancouver, BC V5Z 4S6, Canada.
| | - Andrew S McCallion
- McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
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23
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Freedman AH, Clamp M, Sackton TB. Error, noise and bias in de novo transcriptome assemblies. Mol Ecol Resour 2020; 21:18-29. [PMID: 32180366 DOI: 10.1111/1755-0998.13156] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 01/25/2020] [Accepted: 03/10/2020] [Indexed: 12/21/2022]
Abstract
De novo transcriptome assembly is a powerful tool, and has been widely used over the last decade for making evolutionary inferences. However, it relies on two implicit assumptions: that the assembled transcriptome is an unbiased representation of the underlying expressed transcriptome, and that expression estimates from the assembly are good, if noisy approximations of the relative abundance of expressed transcripts. Using publicly available data for model organisms, we demonstrate that, across assembly algorithms and data sets, these assumptions are consistently violated. Bias exists at the nucleotide level, with genotyping error rates ranging from 30% to 83%. As a result, diversity is underestimated in transcriptome assemblies, with consistent underestimation of heterozygosity in all but the most inbred samples. Even at the gene level, expression estimates show wide deviations from map-to-reference estimates, and positive bias at lower expression levels. Standard filtering of transcriptome assemblies improves the robustness of gene expression estimates but leads to the loss of a meaningful number of protein-coding genes, including many that are highly expressed. We demonstrate a computational method, length-rescaled CPM, to partly alleviate noise and bias in expression estimates. Researchers should consider ways to minimize the impact of bias in transcriptome assemblies.
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Affiliation(s)
- Adam H Freedman
- Faculty of Arts and Sciences Informatics Group, Harvard University, Cambridge, MA, USA
| | - Michele Clamp
- Faculty of Arts and Sciences Informatics Group, Harvard University, Cambridge, MA, USA
| | - Timothy B Sackton
- Faculty of Arts and Sciences Informatics Group, Harvard University, Cambridge, MA, USA
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24
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Tan MH, Gan HM, Lee YP, Grandjean F, Croft LJ, Austin CM. A Giant Genome for a Giant Crayfish ( Cherax quadricarinatus) With Insights Into cox1 Pseudogenes in Decapod Genomes. Front Genet 2020; 11:201. [PMID: 32211032 PMCID: PMC7069360 DOI: 10.3389/fgene.2020.00201] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 02/20/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Mun Hua Tan
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Han Ming Gan
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Yin Peng Lee
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Frederic Grandjean
- Laboratoire Ecologie et Biologie des Interactions, UMR CNRS 7267 Equipe Ecologie Evolution Symbiose, Poitiers, France
| | - Laurence J. Croft
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Christopher M. Austin
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
- School of Science, Monash University Malaysia, Petaling Jaya, Malaysia
- Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Petaling Jaya, Malaysia
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25
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Van Quyen D, Gan HM, Lee YP, Nguyen DD, Nguyen TH, Tran XT, Nguyen VS, Khang DD, Austin CM. Improved genomic resources for the black tiger prawn (Penaeus monodon). Mar Genomics 2020; 52:100751. [PMID: 32033920 DOI: 10.1016/j.margen.2020.100751] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Revised: 11/24/2019] [Accepted: 01/03/2020] [Indexed: 12/20/2022]
Abstract
World production of farmed crustaceans was 7.8 million tons in 2016. While only making up approximately 10% of world aquaculture production, crustaceans are generally high-value species and can earn significant export income for producing countries. Viet Nam is a major seafood producing country earning USD 7.3 billion in 2016 in export income with shrimp as a major commodity. However, there is a general lack of genomic resources available for shrimp species, which is challenging to obtain due to the need to deal with large repetitive genomes, which characterize many decapod crustaceans. The first tiger prawn (P. monodon) genome assembly was assembled in 2016 using the standard Illumina PCR-based pair-end reads and a computationally-efficient but relatively suboptimal assembler, SOAPdenovo v2. As a result, the current P. monodon draft genome is highly fragmented (> 2 million scaffolds with N50 length of <1000 bp), exhibiting only moderate genome completeness (< 35% BUSCO complete single-copy genes). We sought to improve upon the recently published P. monodon genome assembly and completeness by generating Illumina PCR-free pair-end sequencing reads to eliminate genomic gaps associated with PCR-bias and performing de novo assembly using the updated MaSurCA de novo assembler. Furthermore, we scaffolded the assembly with low coverage Nanopore long reads and several recently published deep Illumina transcriptome paired-end sequencing data, producing a final genome assembly of 1.6 Gbp (1,211,364 scaffolds; N50 length of 1982 bp) with an Arthropod BUSCO completeness of 96.8%. Compared to the previously published P. monodon genome assembly from China (NCBI Accession Code: NIUS01), this represents an almost 20% increase in the overall BUSCO genome completeness that now consists of more than 90% of Arthropod BUSCO single-copy genes. The revised P. monodon genome assembly (NCBI Accession Code: VIGR01) will be a valuable resource to support ongoing functional genomics and molecular-based breeding studies in Vietnam.
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Affiliation(s)
- Dong Van Quyen
- Laboratory of Molecular Microbiology, Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam; University of Science and Technology of Hanoi, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam
| | - Han Ming Gan
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, Australia; Deakin Genomics Centre, Deakin University, Geelong, Australia
| | - Yin Peng Lee
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, Australia; Deakin Genomics Centre, Deakin University, Geelong, Australia
| | - Dinh Duy Nguyen
- Laboratory of Molecular Microbiology, Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam
| | - Thi Hoa Nguyen
- Laboratory of Molecular Microbiology, Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam
| | - Xuan Thach Tran
- Laboratory of Molecular Microbiology, Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam
| | - Van Sang Nguyen
- Institute for Aquaculture No.2 (RIA2), 116 Nguyen Dinh Chieu St., Dist. 1, Ho Chi Minh City, Viet Nam
| | - Dinh Duy Khang
- Laboratory of Molecular Microbiology, Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam.
| | - Christopher M Austin
- Centre of Integrative Ecology, School of Life and Environmental Sciences Deakin University, Geelong, Australia; Deakin Genomics Centre, Deakin University, Geelong, Australia.
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Gan HM, Austin CM. Nanopore long reads enable the first complete genome assembly of a Malaysian Vibrio parahaemolyticus isolate bearing the pVa plasmid associated with acute hepatopancreatic necrosis disease. F1000Res 2019. [DOI: 10.12688/f1000research.21570.1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Background: The genome of Vibrio parahaemolyticus MVP1, isolated from a Malaysian aquaculture farm with shrimp acute hepatopancreatic necrosis disease (AHPND), was previously sequenced using Illumina MiSeq and assembled de novo, producing a relatively fragmented assembly. Despite identifying the binary toxin genes in the MVP1 draft genome that were linked to AHPND, the toxin genes were localized on a very small contig precluding proper analysis of gene neighbourhood. Methods: The genome of MVP1 was sequenced on Nanopore MinION to obtain long reads to improve genome contiguity. De novo genome assembly was performed using long-read only assembler followed by genome polishing and hybrid assembler. Results: Long-read assembly produced three complete circular MVP1 contigs: chromosome 1, chromosome 2 and the pVa plasmid encoding pirABvp binary toxin genes. Polishing of the long-read assembly with Illumina short reads was necessary to remove indel errors. Complete assembly of the pVa plasmid could not be achieved using Illumina reads due to identical repetitive elements flanking the binary toxin genes leading to multiple contigs. These regions were fully spanned by the Nanopore long-reads resulting in a single contig. Alignment of Illumina reads to the complete genome assembly indicated there is sequencing bias as read depth was lowest in low-GC genomic regions. Comparative genomic analysis revealed a gene cluster coding for additional insecticidal toxins in chromosome 2 of MVP1 that may further contribute to host pathogenesis pending functional validation. Scanning of publicly available V. parahaemolyticus genomes revealed the presence of a single AinS-family quorum-sensing system that can be targeted for future microbial management. Conclusions: We generated the first chromosome-scale genome assembly of a Malaysian pirABVp-bearing V. parahaemolyticus isolate. Structural variations identified from comparative genomic analysis provide new insights into the genomic features of V. parahaemolyticus MVP1 that may be associated with host colonization and pathogenicity.
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Shams F, Dyer F, Thompson R, Duncan RP, Thiem JD, Kilian A, Ezaz T. Application of DArT seq derived SNP tags for comparative genome analysis in fishes; An alternative pipeline using sequence data from a non-traditional model species, Macquaria ambigua. PLoS One 2019; 14:e0226365. [PMID: 31830141 PMCID: PMC6907852 DOI: 10.1371/journal.pone.0226365] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 11/25/2019] [Indexed: 01/09/2023] Open
Abstract
Bi-allelic Single Nucleotide Polymorphism (SNP) markers are widely used in population genetic studies. In most studies, sequences either side of the SNPs remain unused, although these sequences contain information beyond that used in population genetic studies. In this study, we show how these sequence tags either side of a single nucleotide polymorphism can be used for comparative genome analysis. We used DArTseq (Diversity Array Technology) derived SNP data for a non-model Australian native freshwater fish, Macquaria ambigua, to identify genes linked to SNP associated sequence tags, and to discover homologies with evolutionarily conserved genes and genomic regions. We concatenated 6,776 SNP sequence tags to create a hypothetical genome (representing 0.1–0.3% of the actual genome), which we used to find sequence homologies with 12 model fish species using the Ensembl genome browser with stringent filtering parameters. We identified sequence homologies for 17 evolutionarily conserved genes (cd9b, plk2b, rhot1b, sh3pxd2aa, si:ch211-148f13.1, si:dkey-166d12.2, zgc:66447, atp8a2, clvs2, lyst, mkln1, mnd1, piga, pik3ca, plagl2, rnf6, sec63) along with an ancestral evolutionarily conserved syntenic block (euteleostomi Block_210). Our analysis also revealed repetitive sequences covering approximately 12% of the hypothetical genome where DNA transposon, LTR and non-LTR retrotransposons were most abundant. A hierarchical pattern of the number of sequence homologies with phylogenetically close species validated the approach for repeatability. This new approach of using SNP associated sequence tags for comparative genome analysis may provide insight into the genome evolution of non-model species where whole genome sequences are unavailable.
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Affiliation(s)
- Foyez Shams
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
- * E-mail: (FS); (TE)
| | - Fiona Dyer
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
- Centre for Applied Water Science, University of Canberra, Canberra, Australian Capital Territory, Australia
| | - Ross Thompson
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
- Centre for Applied Water Science, University of Canberra, Canberra, Australian Capital Territory, Australia
| | - Richard P. Duncan
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
| | - Jason D. Thiem
- Department of Primary Industries, Narrandera Fisheries Centre, Narrandera, New South Wales, Australia
| | - Andrzej Kilian
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
- Diversity Arrays Technology, Bruce, Australian Capital Territory, Australia
| | - Tariq Ezaz
- Institute for Applied Ecology, University of Canberra, Canberra, Australian Capital Territory, Australia
- * E-mail: (FS); (TE)
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Heckenhauer J, Frandsen PB, Gupta DK, Paule J, Prost S, Schell T, Schneider JV, Stewart RJ, Pauls SU. Annotated Draft Genomes of Two Caddisfly Species Plectrocnemia conspersa CURTIS and Hydropsyche tenuis NAVAS (Insecta: Trichoptera). Genome Biol Evol 2019; 11:3445-3451. [PMID: 31774498 PMCID: PMC6916706 DOI: 10.1093/gbe/evz264] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2019] [Indexed: 02/06/2023] Open
Abstract
Members of the speciose insect order Trichoptera (caddisflies) provide important ecosystem services, for example, nutrient cycling through breaking down of organic matter. They are also of industrial interest due to their larval silk secretions. These form the basis for their diverse case-making behavior that allows them to exploit a wide range of ecological niches. Only five genomes of this order have been published thus far, with variable qualities regarding contiguity and completeness. A low-cost sequencing strategy, that is, using a single Oxford Nanopore flow cell per individual along with Illumina sequence reads was successfully used to generate high-quality genomes of two Trichoptera species, Plectrocnemia conspersa and Hydropsyche tenuis. Of the de novo assembly methods compared, assembly of low coverage Nanopore reads (∼18×) and subsequent polishing with long reads followed by Illumina short reads (∼80-170× coverage) yielded the highest genome quality both in terms of contiguity and BUSCO completeness. The presented genomes are the shortest to date and extend our knowledge of genome size across caddisfly families. The genomic region that encodes for light (L)-chain fibroin, a protein component of larval caddisfly silk was identified and compared with existing L-fibroin gene clusters. The new genomic resources presented in this paper are among the highest quality Trichoptera genomes and will increase the knowledge of this important insect order by serving as the basis for phylogenomic and comparative genomic studies.
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Affiliation(s)
- Jacqueline Heckenhauer
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
- Department of Terrestrial Zoology, Entomology III, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt, Germany
| | - Paul B Frandsen
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
- Department of Plant & Wildlife Sciences, Brigham Young University, Provo, UT
- Data Science Lab, Smithsonian Institution, Washington, DC
| | - Deepak K Gupta
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
| | - Juraj Paule
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt, Germany
| | - Stefan Prost
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
- South African National Biodiversity Institute, National Zoological Gardens of South Africa, Pretoria, South Africa
| | - Tilman Schell
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
| | - Julio V Schneider
- Department of Terrestrial Zoology, Entomology III, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt, Germany
| | - Russell J Stewart
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT
| | - Steffen U Pauls
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG), Frankfurt, Germany
- Department of Terrestrial Zoology, Entomology III, Senckenberg Research Institute and Natural History Museum Frankfurt, Frankfurt, Germany
- Institute for Insect Biotechnology, Justus-Liebig-University, Gießen, Germany
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Í Kongsstovu S, Mikalsen SO, Homrum EÍ, Jacobsen JA, Flicek P, Dahl HA. Using long and linked reads to improve an Atlantic herring (Clupea harengus) genome assembly. Sci Rep 2019; 9:17716. [PMID: 31776409 PMCID: PMC6881392 DOI: 10.1038/s41598-019-54151-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 11/08/2019] [Indexed: 01/01/2023] Open
Abstract
Atlantic herring (Clupea harengus) is one of the most abundant fish species in the world. It is an important economical and nutritional resource, as well as a crucial part of the North Atlantic ecosystem. In 2016, a draft herring genome assembly was published. Being a species of such importance, we sought to independently verify and potentially improve the herring genome assembly. We sequenced the herring genome generating paired-end, mate-pair, linked and long reads. Three assembly versions of the herring genome were generated based on a de novo assembly (A1), which was scaffolded using linked and long reads (A2) and then merged with the previously published assembly (A3). The resulting assemblies were compared using parameters describing the size, fragmentation, correctness, and completeness of the assemblies. Results showed that the A2 assembly was less fragmented, more complete and more correct than A1. A3 showed improvement in fragmentation and correctness compared with A2 and the published assembly but was slightly less complete than the published assembly. Thus, we here confirmed the previously published herring assembly, and made improvements by further scaffolding the assembly and removing low-quality sequences using linked and long reads and merging of assemblies.
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Affiliation(s)
- Sunnvør Í Kongsstovu
- Amplexa Genetics A/S, Hoyvíksvegur 51, FO-100, Tórshavn, Faroe Islands. .,University of the Faroe Islands, Department of Science and Technology, Vestara Bryggja 15, FO-100, Tórshavn, Faroe Islands. .,European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK.
| | - Svein-Ole Mikalsen
- University of the Faroe Islands, Department of Science and Technology, Vestara Bryggja 15, FO-100, Tórshavn, Faroe Islands
| | - Eydna Í Homrum
- Faroe Marine Research Institute, Nóatún 1, FO-100, Tórshavn, Faroe Islands
| | - Jan Arge Jacobsen
- Faroe Marine Research Institute, Nóatún 1, FO-100, Tórshavn, Faroe Islands
| | - Paul Flicek
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
| | - Hans Atli Dahl
- Amplexa Genetics A/S, Hoyvíksvegur 51, FO-100, Tórshavn, Faroe Islands
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Lanfear R, Schalamun M, Kainer D, Wang W, Schwessinger B. MinIONQC: fast and simple quality control for MinION sequencing data. Bioinformatics 2019; 35:523-525. [PMID: 30052755 PMCID: PMC6361240 DOI: 10.1093/bioinformatics/bty654] [Citation(s) in RCA: 99] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 07/19/2018] [Indexed: 01/03/2023] Open
Abstract
Summary MinIONQC provides rapid diagnostic plots and quality control data from one or more flowcells of sequencing data from Oxford Nanopore Technologies’ MinION instrument. It can be used to assist with the optimisation of extraction, library preparation, and sequencing protocols, to quickly and directly compare the data from many flowcells, and to provide publication-ready figures summarising sequencing data. Availability and implementation MinIONQC is implemented in R and released under an MIT license. It is available for all platforms from https://github.com/roblanf/minion_qc.
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Affiliation(s)
- R Lanfear
- The Research School of Biology, Australian National University, Canberra ACT 2601, Australia
| | - M Schalamun
- The Research School of Biology, Australian National University, Canberra ACT 2601, Australia
| | - D Kainer
- The Research School of Biology, Australian National University, Canberra ACT 2601, Australia
| | - W Wang
- The Research School of Biology, Australian National University, Canberra ACT 2601, Australia
| | - B Schwessinger
- The Research School of Biology, Australian National University, Canberra ACT 2601, Australia
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31
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Ge H, Lin K, Shen M, Wu S, Wang Y, Zhang Z, Wang Z, Zhang Y, Huang Z, Zhou C, Lin Q, Wu J, Liu L, Hu J, Huang Z, Zheng L. De novo assembly of a chromosome-level reference genome of red-spotted grouper (Epinephelus akaara) using nanopore sequencing and Hi-C. Mol Ecol Resour 2019; 19:1461-1469. [PMID: 31325912 PMCID: PMC6899872 DOI: 10.1111/1755-0998.13064] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 06/06/2019] [Accepted: 06/07/2019] [Indexed: 01/02/2023]
Abstract
The red-spotted grouper Epinephelus akaara (E. akaara) is one of the most economically important marine fish in China, Japan and South-East Asia and is a threatened species. The species is also considered a good model for studies of sex inversion, development, genetic diversity and immunity. Despite its importance, molecular resources for E. akaara remain limited and no reference genome has been published to date. In this study, we constructed a chromosome-level reference genome of E. akaara by taking advantage of long-read single-molecule sequencing and de novo assembly by Oxford Nanopore Technology (ONT) and Hi-C. A red-spotted grouper genome of 1.135 Gb was assembled from a total of 106.29 Gb polished Nanopore sequence (GridION, ONT), equivalent to 96-fold genome coverage. The assembled genome represents 96.8% completeness (BUSCO) with a contig N50 length of 5.25 Mb and a longest contig of 25.75 Mb. The contigs were clustered and ordered onto 24 pseudochromosomes covering approximately 95.55% of the genome assembly with Hi-C data, with a scaffold N50 length of 46.03 Mb. The genome contained 43.02% repeat sequences and 5,480 noncoding RNAs. Furthermore, combined with several RNA-seq data sets, 23,808 (99.5%) genes were functionally annotated from a total of 23,923 predicted protein-coding sequences. The high-quality chromosome-level reference genome of E. akaara was assembled for the first time and will be a valuable resource for molecular breeding and functional genomics studies of red-spotted grouper in the future.
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Affiliation(s)
- Hui Ge
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
- Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture, Fisheries CollegeJimei UniversityXiamenChina
| | - Kebing Lin
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Mi Shen
- Nextomics Biosciences InstituteWuhanChina
| | - Shuiqing Wu
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Yilei Wang
- Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture, Fisheries CollegeJimei UniversityXiamenChina
| | - Ziping Zhang
- College of Animal SciencesFujian Agriculture and Forestry UniversityFuzhouChina
| | - Zhiyong Wang
- Key Laboratory of Healthy Mariculture for the East China Sea, Ministry of Agriculture, Fisheries CollegeJimei UniversityXiamenChina
| | - Yong Zhang
- Southern Laboratory of Ocean Science and Engineering (Guangdong, Zhuhai), Guangdong Provincial Key Laboratory for Aquatic Economic AnimalsSun Yat‐Sen UniversityGuangzhouChina
| | - Zhen Huang
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Product of State Oceanic AdministrationFujian Normal UniversityFuzhouChina
| | - Chen Zhou
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Qi Lin
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Jianshao Wu
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Lei Liu
- Nextomics Biosciences InstituteWuhanChina
| | - Jiang Hu
- Nextomics Biosciences InstituteWuhanChina
| | - Zhongchi Huang
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
| | - Leyun Zheng
- Key Laboratory of Cultivation and High‐value Utilization of Marine Organisms in Fujian ProvinceFisheries Research Institute of FujianXiamenChina
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Natsidis P, Tsakogiannis A, Pavlidis P, Tsigenopoulos CS, Manousaki T. Phylogenomics investigation of sparids (Teleostei: Spariformes) using high-quality proteomes highlights the importance of taxon sampling. Commun Biol 2019; 2:400. [PMID: 31701028 PMCID: PMC6825128 DOI: 10.1038/s42003-019-0654-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Accepted: 10/08/2019] [Indexed: 12/29/2022] Open
Abstract
Sparidae (Teleostei: Spariformes) are a family of fish constituted by approximately 150 species with high popularity and commercial value, such as porgies and seabreams. Although the phylogeny of this family has been investigated multiple times, its position among other teleost groups remains ambiguous. Most studies have used a single or few genes to decipher the phylogenetic relationships of sparids. Here, we conducted a thorough phylogenomic analysis using five recently available Sparidae gene-sets and 26 high-quality, genome-predicted teleost proteomes. Our analysis suggested that Tetraodontiformes (puffer fish, sunfish) are the closest relatives to sparids than all other groups used. By analytically comparing this result to our own previous contradicting finding, we show that this discordance is not due to different orthology assignment algorithms; on the contrary, we prove that it is caused by the increased taxon sampling of the present study, outlining the great importance of this aspect in phylogenomic analyses in general.
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Affiliation(s)
- Paschalis Natsidis
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Greece
- School of Medicine, University of Crete, Heraklion, Greece
| | - Alexandros Tsakogiannis
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Greece
| | - Pavlos Pavlidis
- Institute of Computer Science, Foundation for Research and Technology, Heraklion, Greece
| | - Costas S. Tsigenopoulos
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Greece
| | - Tereza Manousaki
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, Heraklion, Greece
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Gan HM, Tan MH, Austin CM, Sherman CDH, Wong YT, Strugnell J, Gervis M, McPherson L, Miller AD. Best Foot Forward: Nanopore Long Reads, Hybrid Meta-Assembly, and Haplotig Purging Optimizes the First Genome Assembly for the Southern Hemisphere Blacklip Abalone ( Haliotis rubra). Front Genet 2019; 10:889. [PMID: 31608118 PMCID: PMC6774278 DOI: 10.3389/fgene.2019.00889] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Accepted: 08/23/2019] [Indexed: 01/05/2023] Open
Affiliation(s)
- Han Ming Gan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Mun Hua Tan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Christopher M. Austin
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Craig D. H. Sherman
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Yen Ting Wong
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
| | - Jan Strugnell
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville, QLD, Australia
| | - Mark Gervis
- Southern Ocean Mariculture, Port Fairy, VIC, Australia
| | | | - Adam D. Miller
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC, Australia
- Deakin Genomics Centre, Deakin University, Geelong, VIC, Australia
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Gan HM, Falk S, Morales HE, Austin CM, Sunnucks P, Pavlova A. Genomic evidence of neo-sex chromosomes in the eastern yellow robin. Gigascience 2019; 8:giz111. [PMID: 31494668 PMCID: PMC6736294 DOI: 10.1093/gigascience/giz111] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 07/31/2019] [Accepted: 08/14/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Understanding sex-biased natural selection can be enhanced by access to well-annotated chromosomes including ones inherited in sex-specific fashion. The eastern yellow robin (EYR) is an endemic Australian songbird inferred to have experienced climate-driven sex-biased selection and is a prominent model for studying mitochondrial-nuclear interactions in the wild. However, the lack of an EYR reference genome containing both sex chromosomes (in birds, a female bearing Z and W chromosomes) limits efforts to understand the mechanisms of these processes. Here, we assemble the genome for a female EYR and use low-depth (10×) genome resequencing data from 19 individuals of known sex to identify chromosome fragments with sex-specific inheritance. FINDINGS MaSuRCA hybrid assembly using Nanopore and Illumina reads generated a 1.22-Gb EYR genome in 20,702 scaffolds (94.2% BUSCO completeness). Scaffolds were tested for W-linked (female-only) inheritance using a k-mer approach, and for Z-linked inheritance using median read-depth test in male and female reads (read-depths must indicate haploid female and diploid male representation). This resulted in 2,372 W-linked scaffolds (total length: 97,872,282 bp, N50: 81,931 bp) and 586 Z-linked scaffolds (total length: 121,817,358 bp, N50: 551,641 bp). Anchoring of the sex-linked EYR scaffolds to the reference genome of a female zebra finch revealed 2 categories of sex-linked genomic regions. First, 653 W-linked scaffolds (25.7 Mb) were anchored to the W sex chromosome and 215 Z-linked scaffolds (74.4 Mb) to the Z. Second, 1,138 W-linked scaffolds (70.9 Mb) and 179 Z-linked scaffolds (51.0 Mb) were anchored to a large section (coordinates ∼5 to ∼60 Mb) of zebra finch chromosome 1A. The first ∼5 Mb and last ∼14 Mb of the reference chromosome 1A had only autosomally behaving EYR scaffolds mapping to them. CONCLUSIONS We report a female (W chromosome-containing) EYR genome and provide genomic evidence for a neo-sex (neo-W and neo-Z) chromosome system in the EYR, involving most of a large chromosome (1A) previously only reported to be autosomal in passerines.
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Affiliation(s)
- Han Ming Gan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia
- Deakin Genomics Centre, Deakin University, Geelong, Victoria 3220, Australia
| | - Stephanie Falk
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria 3800, Australia
| | - Hernán E Morales
- Centre for Marine Evolutionary Biology, Department of Marine Sciences, University of Gothenburg, Göteborg 405 30, Sweden
| | - Christopher M Austin
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia
- Deakin Genomics Centre, Deakin University, Geelong, Victoria 3220, Australia
| | - Paul Sunnucks
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria 3800, Australia
| | - Alexandra Pavlova
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria 3800, Australia
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Sánchez-Herrero JF, Frías-López C, Escuer P, Hinojosa-Alvarez S, Arnedo MA, Sánchez-Gracia A, Rozas J. The draft genome sequence of the spider Dysdera silvatica (Araneae, Dysderidae): A valuable resource for functional and evolutionary genomic studies in chelicerates. Gigascience 2019; 8:giz099. [PMID: 31430368 PMCID: PMC6701490 DOI: 10.1093/gigascience/giz099] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/27/2019] [Accepted: 07/30/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND We present the draft genome sequence of Dysdera silvatica, a nocturnal ground-dwelling spider from a genus that has undergone a remarkable adaptive radiation in the Canary Islands. RESULTS The draft assembly was obtained using short (Illumina) and long (PaciBio and Nanopore) sequencing reads. Our de novo assembly (1.36 Gb), which represents 80% of the genome size estimated by flow cytometry (1.7 Gb), is constituted by a high fraction of interspersed repetitive elements (53.8%). The assembly completeness, using BUSCO and core eukaryotic genes, ranges from 90% to 96%. Functional annotations based on both ab initio and evidence-based information (including D. silvatica RNA sequencing) yielded a total of 48,619 protein-coding sequences, of which 36,398 (74.9%) have the molecular hallmark of known protein domains, or sequence similarity with Swiss-Prot sequences. The D. silvatica assembly is the first representative of the superfamily Dysderoidea, and just the second available genome of Synspermiata, one of the major evolutionary lineages of the "true spiders" (Araneomorphae). CONCLUSIONS Dysderoids, which are known for their numerous instances of adaptation to underground environments, include some of the few examples of trophic specialization within spiders and are excellent models for the study of cryptic female choice. This resource will be therefore useful as a starting point to study fundamental evolutionary and functional questions, including the molecular bases of the adaptation to extreme environments and ecological shifts, as well of the origin and evolution of relevant spider traits, such as the venom and silk.
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Affiliation(s)
- Jose Francisco Sánchez-Herrero
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
| | - Cristina Frías-López
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
| | - Paula Escuer
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
| | - Silvia Hinojosa-Alvarez
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
- Jardín Botánico, Instituto de Biología, Universidad Nacional Autónoma de México, Tercer Circuito Exterior S/N, Ciudad Universitaria Coyoacán, 04510 México DF, México
| | - Miquel A Arnedo
- Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
| | - Alejandro Sánchez-Gracia
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
| | - Julio Rozas
- Departament de Genètica, Microbiologia i Estadística, Universitat de Barcelona (UB) and Institut de Recerca de la Biodiversitat (IRBio), Diagonal 643, 08028 Barcelona, Spain
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Gan HM, Linton SM, Austin CM. Two reads to rule them all: Nanopore long read-guided assembly of the iconic Christmas Island red crab, Gecarcoidea natalis (Pocock, 1888), mitochondrial genome and the challenges of AT-rich mitogenomes. Mar Genomics 2019; 45:64-71. [DOI: 10.1016/j.margen.2019.02.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 02/10/2019] [Accepted: 02/11/2019] [Indexed: 01/01/2023]
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Gan HM, Grandjean F, Jenkins TL, Austin CM. Absence of evidence is not evidence of absence: Nanopore sequencing and complete assembly of the European lobster (Homarus gammarus) mitogenome uncovers the missing nad2 and a new major gene cluster duplication. BMC Genomics 2019; 20:335. [PMID: 31053062 PMCID: PMC6500004 DOI: 10.1186/s12864-019-5704-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 04/16/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The recently published complete mitogenome of the European lobster (Homarus gammarus) that was generated using long-range PCR exhibits unusual gene composition (missing nad2) and gene rearrangements among decapod crustaceans with strong implications in crustacean phylogenetics. Such atypical mitochondrial features will benefit greatly from validation with emerging long read sequencing technologies such as Oxford Nanopore that can more accurately identify structural variation. RESULTS We re-sequenced the H. gammarus mitogenome on an Oxford Nanopore Minion flowcell and performed a long-read only assembly, generating a complete mitogenome assembly for H. gammarus. In contrast to previous reporting, we found an intact mitochondrial nad2 gene in the H. gammarus mitogenome and showed that its gene organization is broadly similar to that of the American lobster (H. americanus) except for the presence of a large tandemly duplicated region with evidence of pseudogenization in one of each duplicated protein-coding genes. CONCLUSIONS Using the European lobster as an example, we demonstrate the value of Oxford Nanopore long read technology in resolving problematic mitogenome assemblies. The increasing accessibility of Oxford Nanopore technology will make it an attractive and useful tool for evolutionary biologists to verify new and existing unusual mitochondrial gene rearrangements recovered using first and second generation sequencing technologies, particularly those used to make phylogenetic inferences of evolutionary scenarios.
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Affiliation(s)
- Han Ming Gan
- Deakin Genomics Centre, Deakin University, Geelong, VIC 3220 Australia
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC 3220 Australia
- School of Science, Monash University Malaysia, Bandar Sunway, 47500 Petaling Jaya, Malaysia
- Monash University Malaysia Genomics Facility, Monash University, Bandar Sunway, 47500 Petaling Jaya, Malaysia
| | - Frederic Grandjean
- Laboratoire Ecologie et Biologie des Interactions, UMR CNRS 7267 Equipe Ecologie Evolution Symbiose 5 rue Albert Turpin, 86073 Poitiers, Cedex, France
| | - Tom L. Jenkins
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - Christopher Mervyn Austin
- Deakin Genomics Centre, Deakin University, Geelong, VIC 3220 Australia
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, VIC 3220 Australia
- School of Science, Monash University Malaysia, Bandar Sunway, 47500 Petaling Jaya, Malaysia
- Monash University Malaysia Genomics Facility, Monash University, Bandar Sunway, 47500 Petaling Jaya, Malaysia
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Mollah MBR, Khan MGQ, Islam MS, Alam MS. First draft genome assembly and identification of SNPs from hilsa shad ( Tenualosa ilisha) of the Bay of Bengal. F1000Res 2019; 8:320. [PMID: 31602298 PMCID: PMC6774053 DOI: 10.12688/f1000research.18325.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/14/2019] [Indexed: 12/25/2022] Open
Abstract
Background: Hilsa shad (
Tenualosa ilisha), a widely distributed migratory fish, contributes substantially to the economy of Bangladesh. The harvest of hilsa from inland waters has been fluctuating due to anthropological and climate change-induced degradation of the riverine habitats. The whole genome sequence of this valuable fish could provide genomic tools for sustainable harvest, conservation and productivity cycle maintenance. Here, we report the first draft genome of
T. ilisha from the Bay of Bengal, the largest reservoir of the migratory fish. Methods: A live specimen of
T. ilisha was collected from the Bay of Bengal. The whole genome sequencing was performed by the Illumina HiSeqX platform (2 × 150 paired end configuration). We assembled the short reads using SOAPdenovo2 genome assembler and predicted protein coding genes by AUGUSTUS. The completeness of the
T. ilisha genome assembly was evaluated by BUSCO (Benchmarking Universal Single Copy Orthologs). We identified single nucleotide polymorphisms (SNPs) by calling them directly from unassembled sequence reads using discoSnp++. Results: We assembled the draft genome of 710.28 Mb having an N50 scaffold length of 64157 bp and GC content of 42.95%. A total of 37,450 protein coding genes were predicted of which 29,339 (78.34%) were annotated with other vertebrate genomes. We also identified 792,939 isolated SNPs with transversion:transition ratio of 1:1.8. The BUSCO evaluation showed 78.1% completeness of this genome. Conclusions: The genomic data generated in this study could be used as a reference to identify genes associated with physiological and ecological adaptations, population connectivity, and migration behaviour of this biologically and economically important anadromous fish species of the Clupeidae family.
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Affiliation(s)
- Md Bazlur Rahman Mollah
- Poultry Biotechnology and Genomics Laboratory, Department of Poultry Science, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Mohd Golam Quader Khan
- Department of Fisheries Biology and Genetics, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Md Shahidul Islam
- Department of Biotechnology, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Md Samsul Alam
- Department of Fisheries Biology and Genetics, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
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Tan MH, Austin CM, Hammer MP, Lee YP, Croft LJ, Gan HM. Finding Nemo: hybrid assembly with Oxford Nanopore and Illumina reads greatly improves the clownfish (Amphiprion ocellaris) genome assembly. Gigascience 2018; 7:1-6. [PMID: 29342277 PMCID: PMC5848817 DOI: 10.1093/gigascience/gix137] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 12/27/2017] [Indexed: 12/15/2022] Open
Abstract
Background Some of the most widely recognized coral reef fishes are clownfish or anemonefish, members of the family Pomacentridae (subfamily: Amphiprioninae). They are popular aquarium species due to their bright colours, adaptability to captivity, and fascinating behavior. Their breeding biology (sequential hermaphrodites) and symbiotic mutualism with sea anemones have attracted much scientific interest. Moreover, there are some curious geographic-based phenotypes that warrant investigation. Leveraging on the advancement in Nanopore long read technology, we report the first hybrid assembly of the clown anemonefish (Amphiprion ocellaris) genome utilizing Illumina and Nanopore reads, further demonstrating the substantial impact of modest long read sequencing data sets on improving genome assembly statistics. Results We generated 43 Gb of short Illumina reads and 9 Gb of long Nanopore reads, representing approximate genome coverage of 54× and 11×, respectively, based on the range of estimated k-mer-predicted genome sizes of between 791 and 967 Mbp. The final assembled genome is contained in 6404 scaffolds with an accumulated length of 880 Mb (96.3% BUSCO-calculated genome completeness). Compared with the Illumina-only assembly, the hybrid approach generated 94% fewer scaffolds with an 18-fold increase in N50 length (401 kb) and increased the genome completeness by an additional 16%. A total of 27 240 high-quality protein-coding genes were predicted from the clown anemonefish, 26 211 (96%) of which were annotated functionally with information from either sequence homology or protein signature searches. Conclusions We present the first genome of any anemonefish and demonstrate the value of low coverage (∼11×) long Nanopore read sequencing in improving both genome assembly contiguity and completeness. The near-complete assembly of the A. ocellaris genome will be an invaluable molecular resource for supporting a range of genetic, genomic, and phylogenetic studies specifically for clownfish and more generally for other related fish species of the family Pomacentridae.
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Affiliation(s)
- Mun Hua Tan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Christopher M Austin
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Michael P Hammer
- Museum and Art Gallery of the Northern Territory, Darwin 0801, Australia
| | - Yin Peng Lee
- Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Laurence J Croft
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Malaysian Genomics Resource Centre Berhad, Mid Valley City 59200, Kuala Lumpur, Malaysia
| | - Han Ming Gan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
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40
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A continuous genome assembly of the corkwing wrasse (Symphodus melops). Genomics 2018; 110:399-403. [DOI: 10.1016/j.ygeno.2018.04.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 04/06/2018] [Accepted: 04/10/2018] [Indexed: 12/20/2022]
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41
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Machado AM, Tørresen OK, Kabeya N, Couto A, Petersen B, Felício M, Campos PF, Fonseca E, Bandarra N, Lopes-Marques M, Ferraz R, Ruivo R, Fonseca MM, Jentoft S, Monroig Ó, da Fonseca RR, C Castro LF. " Out of the Can": A Draft Genome Assembly, Liver Transcriptome, and Nutrigenomics of the European Sardine, Sardina pilchardus. Genes (Basel) 2018; 9:E485. [PMID: 30304855 PMCID: PMC6210256 DOI: 10.3390/genes9100485] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 10/01/2018] [Accepted: 10/02/2018] [Indexed: 12/30/2022] Open
Abstract
Clupeiformes, such as sardines and herrings, represent an important share of worldwide fisheries. Among those, the European sardine (Sardina pilchardus, Walbaum 1792) exhibits significant commercial relevance. While the last decade showed a steady and sharp decline in capture levels, recent advances in culture husbandry represent promising research avenues. Yet, the complete absence of genomic resources from sardine imposes a severe bottleneck to understand its physiological and ecological requirements. We generated 69 Gbp of paired-end reads using Illumina HiSeq X Ten and assembled a draft genome assembly with an N50 scaffold length of 25,579 bp and BUSCO completeness of 82.1% (Actinopterygii). The estimated size of the genome ranges between 655 and 850 Mb. Additionally, we generated a relatively high-level liver transcriptome. To deliver a proof of principle of the value of this dataset, we established the presence and function of enzymes (Elovl2, Elovl5, and Fads2) that have pivotal roles in the biosynthesis of long chain polyunsaturated fatty acids, essential nutrients particularly abundant in oily fish such as sardines. Our study provides the first omics dataset from a valuable economic marine teleost species, the European sardine, representing an essential resource for their effective conservation, management, and sustainable exploitation.
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Affiliation(s)
- André M Machado
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
| | - Ole K Tørresen
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, 0371 Oslo, Norway.
| | - Naoki Kabeya
- Department of Aquatic Bioscience, The University of Tokyo, Tokyo 113-8654, Japan.
| | - Alvarina Couto
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, DK-2200 Copenhagen, Denmark.
| | - Bent Petersen
- Natural History Museum of Denmark, University of Copenhagen, DK-1350 Copenhagen, Denmark.
- Centre of Excellence for Omics-Driven Computational Biodiscovery, Faculty of Applied Sciences, Asian Institute of Medicine, Science and Technology, Kedah 08000, Malaysia.
| | - Mónica Felício
- Portuguese Institute for the Sea and Atmosphere, (IPMA), 1749-077 Lisbon, Portugal.
| | - Paula F Campos
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, DK-2200 Copenhagen, Denmark.
| | - Elza Fonseca
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
- Department of Biology, Faculty of Sciences, University of Porto, 4099-022 Porto, Portugal.
| | - Narcisa Bandarra
- Portuguese Institute for the Sea and Atmosphere, (IPMA), 1749-077 Lisbon, Portugal.
| | - Mónica Lopes-Marques
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
| | - Renato Ferraz
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4099-022 Porto, Portugal.
| | - Raquel Ruivo
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
| | - Miguel M Fonseca
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
| | - Sissel Jentoft
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, 0371 Oslo, Norway.
- Centre for Coastal Research, Department of Natural Sciences, University of Agder, 4630 Kristiansand, Norway.
| | - Óscar Monroig
- Instituto de Acuicultura Torre de la Sal, Consejo Superior de Investigaciones Científicas (IATS-CSIC), 12595 Ribera de Cabanes, Spain.
| | - Rute R da Fonseca
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, DK-2200 Copenhagen, Denmark.
- Center for Macroecology, Evolution, and Climate, Natural History Museum of Denmark, University of Copenhagen, DK-2100 Copenhagen, Denmark.
| | - L Filipe C Castro
- Interdisciplinary Centre of Marine and Environmental Research (CIIMAR), University of Porto, 4450-208 Matosinhos, Portugal.
- Department of Biology, Faculty of Sciences, University of Porto, 4099-022 Porto, Portugal.
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42
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Austin CM, Tan MH, Harrisson KA, Lee YP, Croft LJ, Sunnucks P, Pavlova A, Gan HM. De novo genome assembly and annotation of Australia's largest freshwater fish, the Murray cod (Maccullochella peelii), from Illumina and Nanopore sequencing read. Gigascience 2018; 6:1-6. [PMID: 28873963 PMCID: PMC5597895 DOI: 10.1093/gigascience/gix063] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 07/11/2017] [Indexed: 12/02/2022] Open
Abstract
One of the most iconic Australian fish is the Murray cod, Maccullochella peelii (Mitchell 1838), a freshwater species that can grow to ∼1.8 metres in length and live to age ≥48 years. The Murray cod is of a conservation concern as a result of strong population contractions, but it is also popular for recreational fishing and is of growing aquaculture interest. In this study, we report the whole genome sequence of the Murray cod to support ongoing population genetics, conservation, and management research, as well as to better understand the evolutionary ecology and history of the species. A draft Murray cod genome of 633 Mbp (N50 = 109 974bp; BUSCO and CEGMA completeness of 94.2% and 91.9%, respectively) with an estimated 148 Mbp of putative repetitive sequences was assembled from the combined sequencing data of 2 fish individuals with an identical maternal lineage; 47.2 Gb of Illumina HiSeq data and 804 Mb of Nanopore data were generated from the first individual while 23.2 Gb of Illumina MiSeq data were generated from the second individual. The inclusion of Nanopore reads for scaffolding followed by subsequent gap-closing using Illumina data led to a 29% reduction in the number of scaffolds and a 55% and 54% increase in the scaffold and contig N50, respectively. We also report the first transcriptome of Murray cod that was subsequently used to annotate the Murray cod genome, leading to the identification of 26 539 protein-coding genes. We present the whole genome of the Murray cod and anticipate this will be a catalyst for a range of genetic, genomic, and phylogenetic studies of the Murray cod and more generally other fish species of the Percichthydae family.
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Affiliation(s)
- Christopher M Austin
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Mun Hua Tan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Katherine A Harrisson
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria, Australia
| | - Yin Peng Lee
- Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
| | - Laurence J Croft
- School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,Malaysian Genomics Resource Centre Berhad, Boulevard Signature Office, Kuala Lumpur, Malaysia
| | - Paul Sunnucks
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria, Australia
| | - Alexandra Pavlova
- School of Biological Sciences, Monash University, Clayton Campus, Clayton, Victoria, Australia
| | - Han Ming Gan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University, Geelong, Victoria 3220, Australia.,Genomics Facility, Tropical Medicine and Biology Platform, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia.,School of Science, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway 47500, Petaling Jaya, Selangor, Malaysia
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43
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Harrisson KA, Amish SJ, Pavlova A, Narum SR, Telonis‐Scott M, Rourke ML, Lyon J, Tonkin Z, Gilligan DM, Ingram BA, Lintermans M, Gan HM, Austin CM, Luikart G, Sunnucks P. Signatures of polygenic adaptation associated with climate across the range of a threatened fish species with high genetic connectivity. Mol Ecol 2017; 26:6253-6269. [DOI: 10.1111/mec.14368] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 09/22/2017] [Accepted: 09/25/2017] [Indexed: 12/25/2022]
Affiliation(s)
- Katherine A. Harrisson
- School of Biological Sciences Monash University Clayton Vic. Australia
- Department of Ecology Environment and Evolution School of Life Sciences La Trobe University Bundoora Vic. Australia
- Arthur Rylah Institute for Environmental Research Heidelberg Vic. Australia
| | - Stephen J. Amish
- Conservation Genomics Group Division of Biological Sciences University of Montana Missoula MT USA
- Flathead Lake Biological Station University of Montana Polson MT USA
| | - Alexandra Pavlova
- School of Biological Sciences Monash University Clayton Vic. Australia
| | - Shawn R. Narum
- Columbia River Inter‐Tribal Fish Commission Hagerman Fish Culture Experiment Station Hagerman IDUSA
| | | | - Meaghan L. Rourke
- Department of Primary Industries DPI Fisheries Narrandera NSW Australia
| | - Jarod Lyon
- Arthur Rylah Institute for Environmental Research Heidelberg Vic. Australia
| | - Zeb Tonkin
- Arthur Rylah Institute for Environmental Research Heidelberg Vic. Australia
| | - Dean M. Gilligan
- Department of Primary Industries DPI Fisheries, Batemans Bay Fisheries Office Batemans Bay NSW Australia
| | | | - Mark Lintermans
- Institute for Applied Ecology University of Canberra Canberra ACT Australia
| | - Han Ming Gan
- Centre for Integrative Ecology School of Life and Environmental Sciences Deakin University Geelong Vic. Australia
- School of Science Monash University Malaysia Petaling Jaya Selangor Malaysia
- Genomics Facility, Tropical Medicine and Biology Platform Monash University Malaysia Petaling Jaya Selangor Malaysia
| | - Christopher M. Austin
- Centre for Integrative Ecology School of Life and Environmental Sciences Deakin University Geelong Vic. Australia
- School of Science Monash University Malaysia Petaling Jaya Selangor Malaysia
- Genomics Facility, Tropical Medicine and Biology Platform Monash University Malaysia Petaling Jaya Selangor Malaysia
| | - Gordon Luikart
- Conservation Genomics Group Division of Biological Sciences University of Montana Missoula MT USA
- Flathead Lake Biological Station University of Montana Polson MT USA
| | - Paul Sunnucks
- School of Biological Sciences Monash University Clayton Vic. Australia
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