Abstract
Abalone (Haliotis) are economically important molluscs for fisheries and aquaculture industries worldwide. Despite this, genomic resources for abalone and molluscs are still limited. Here we present a description and functional annotation of the greenlip abalone (Haliotis laevigata) transcriptome. We present a focused analysis on the heat shock protein 70 (HSP70) family of genes with putative functions affecting temperature stress and immunity. A total of ~38 million paired end Illumina reads were obtained, resulting in a Trinity assembly of 222,172 contigs with minimum length of 200 base pairs and maximum length of 33 kilobases. The 20,702 contigs were annotated with gene descriptions by BLAST. We created a program to maximise the number of functionally annotated genes, and over 10,000 contigs were assigned Gene ontologies (GO terms). By using CateGOrizer, immunity related GO terms for stressors such as heat, hypoxia, oxidative stress and wounding received the highest counts. Twenty-six contigs with homology to the HSP70 family of genes were identified. Ninety-one putative single-nucleotide polymorphisms were observed in the abalone HSP70 contigs. Eleven of these were considered non-synonymous. The annotated transcriptome described in this study will be a useful basis for future work investigating the genetic response of abalone to stress.
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Abbreviations
- HSP:
-
Heat shock protein
- GO:
-
Gene ontology
- SNP:
-
Single-nucleotide polymorphism
References
Abascal F, Zardoya R, Posada D (2005) ProtTest: selection of best-fit models of protein evolution. Bioinformatics (Oxford, England) 21(9):2104–2105
Albertin CB, Bonnaud L, Brown CT, Crookes-Goodson WJ, da Fonseca RR, Di Cristo C, Dilkes BP, Edsinger-Gonzales E, Freeman RM Jr, Hanlon RT, Koenig KM, Lindgren AR, Martindale MQ, Minx P, Moroz LL, Nodl MT, Nyholm SV, Ogura A, Pungor JR, Rosenthal JJ, Schwarz EM, Shigeno S, Strugnell JM, Wollesen T, Zhang G, Ragsdale CW (2012) Cephalopod genomics: a plan of strategies and organization. Stand Genomic Sci 7(1):175–188
Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ (1990) Basic local alignment search tool. J Mol Biol 215(3):403–410
Baranski M, Gopikrishna G, Robinson NA, Katneni VK, Shekhar MS, Shanmugakarthik J, Jothivel S, Gopal C, Ravichandran P, Kent M, Arnyasi M, Ponniah AG (2014) The development of a high density linkage map for black tiger shrimp (Penaeus monodon) based on cSNPs. PLoS ONE 9(1):e85413
Benson DA, Karsch-Mizrachi I, Lipman DJ, Ostell J, Wheeler DL (2005) GenBank. Nucleic Acids Res 33(Database issue):D34–D38
Bester-Van Der Merwe A, Blaauw S, Du Plessis J, Roodt-Wilding R (2013) Transcriptome-wide single nucleotide polymorphisms (SNPs) for abalone (Haliotis midae): validation and application using GoldenGate medium-throughput genotyping assays. Int J Mol Sci 14(9):19341–19360
Blankenberg D, Von Kuster G, Coraor N, Ananda G, Lazarus R, Mangan M, Nekrutenko A, Taylor J (2010) Galaxy: a web-based genome analysis tool for experimentalists. Current protocols in molecular biology/edited by Frederick M Ausubel [et al] Chapter 19: unit 19.10.11-21
Bouck A, Vision T (2007) The molecular ecologist's guide to expressed sequence tags. Mol Ecol 16(5):907–924
Brocchieri L, Conway de Macario E, Macario AJ (2008) HSP70 genes in the human genome: conservation and differentiation patterns predict a wide array of overlapping and specialized functions. BMC Evol Biol 8:19
Cheng P, Liu X, Zhang G, He J (2007) Cloning and expression analysis of a HSP70 gene from Pacific abalone (Haliotis discus hannai). Fish Shellfish Immun 22(1–2):77–87
Darriba D, Taboada GL, Doallo R, Posada D (2011) ProtTest 3: fast selection of best-fit models of protein evolution. Bioinformatics (Oxford, England) 27(8):1164–1165
Elliott NG (2000) Genetic improvement programmes in abalone: what is the future? Aquac Res 31(1):51–59
Fabbri E, Valbonesi P, Franzellitti S (2008) HSP expression in bivalves. ISJ 5:135–161
Farcy E, Serpentini A, Fievet B, Lebel JM (2007) Identification of cDNAs encoding HSP70 and HSP90 in the abalone Haliotis tuberculata: transcriptional induction in response to thermal stress in hemocyte primary culture. Comp Biochem Physiol B Biochem Mol Biol 146(4):540–550
Feder ME, Hofmann GE (1999) Heat-shock proteinsm molecular chaperones, and the stress response: evolutionary and ecological physiology. Annu Rev Physiol 61(1):243–282
Food & Agriculture Organisation (2014). doi:http://www.fao.org/statistics/en/
Franchini P, van der Merwe M, Roodt-Wilding R (2011) Transcriptome characterization of the South African abalone Haliotis midae using sequencing-by-synthesis. BMC Res Notes 4(1):59
Giardine B, Riemer C, Hardison RC, Burhans R, Elnitski L, Shah P, Zhang Y, Blankenberg D, Albert I, Taylor J, Miller W, Kent WJ, Nekrutenko A (2005) Galaxy: a platform for interactive large-scale genome analysis. Genome Res 15(10):1451–1455
Goecks J, Nekrutenko A, Taylor J (2010) Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences. Genome Biol 11(8):R86
Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q, Chen Z, Mauceli E, Hacohen N, Gnirke A, Rhind N, di Palma F, Birren BW, Nusbaum C, Lindblad-Toh K, Friedman N, Regev A (2011) Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 29(7):644–652
Huang Z-X, Chen Z-S, Ke C-H, Zhao J, You W-W, Zhang J, Dong W-T, Chen J (2012) Pyrosequencing of Haliotis diversicolor transcriptomes: insights into early developmental molluscan gene expression. PLoS ONE 7(12):e51279
Katoh K, Standley DM (2013) MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol Biol Evol 30:772–780
Kocot KM, Cannon JT, Todt C, Citarella MR, Kohn AB, Meyer A, Santos SR, Schander C, Moroz LL, Lieb B, Halanych KM (2011) Phylogenomics reveals deep molluscan relationships. Nature 477(7365):452–456
Li J, He Q, Sun H, Liu X (2012) Acclimation-dependent expression of heat shock protein 70 in Pacific abalone (Haliotis discus hannai Ino) and its acute response to thermal exposure. Chin J Ocean Limnol 30(1):146–151
Liu D, Chen Z (2013) The expression and induction of heat shock proteins in molluscs. Protein Pept Lett 20(5):602–606
Martin JA, Wang Z (2011) Next-generation transcriptome assembly. Nat Rev Genet 12(10):671–682
Maynard BT, Kerr LJ, McKiernan JM, Jansen ES, Hanna PJ (2005) Mitochondrial DNA sequence and gene organization in the Australian blacklip abalone H. rubra (leach). J Mar Biotechnol (New York, NY) 7(6):645–658
Narum SR, Campbell NR, Meyer KA, Miller MR, Hardy RW (2013) Thermal adaptation and acclimation of ectotherms from differing aquatic climates. Mol Ecol 22(11):3090–3097
Rambaut A (2006–2009) FigTree—tree figure drawing tool version 1.3.1
Rapaport F, Khanin R, Liang Y, Pirun M, Krek A, Zumbo P, Mason CE, Socci ND, Betel D (2013) Comprehensive evaluation of differential gene expression analysis methods for RNA-seq data. Genome Biol 14(9):R95
Robinson N, Hayes B (2008) Modelling the use of gene expression profiles with selective breeding for improved disease resistance in Atlantic salmon (Salmo salar). Aquaculture 285(1–4):38–46
Robinson JT, Thorvaldsdottir H, Winckler W, Guttman M, Lander ES, Getz G, Mesirov JP (2011) Integrative genomics viewer. Nat Biotechnol 29(1):24–26
Robinson N, Smith B, Cooke I, Strugnell J (2013) A snail's pace: a preliminary analysis of the effects of stress and genetics on movement of Haliotis. Aquaculture 376:25–35
Robinson NA, Hall NE, Ross EM, Cooke IR, Shiel BP, Robinson AJ, Strugnell JM (2014a) The complete mitochondrial genome of Haliotis laevigata (Gastropoda: Haliotidae) using MiSeq and HiSeq sequencing. Mitochondrial DNA. doi:10.3109/19401736.2014.900611
Robinson N, Baranski M, Das Mahapatra K, Saha JN, Das S, Mishra Y, Das P, Kent M, Arnyasi M, Sahoo PK (2014b) A linkage map of transcribed SNPs in rohu (Labeo rohita) and QTL associated with resistance to Aeromonas hydrophila. BMC Genomics 15:541
Simakov O, Marletaz F, Cho SJ, Edsinger-Gonzales E, Havlak P, Hellsten U, Kuo DH, Larsson T, Lv J, Arendt D, Savage R, Osoegawa K, de Jong P, Grimwood J, Chapman JA, Shapiro H, Aerts A, Otillar RP, Terry AY, Boore JL, Grigoriev IV, Lindberg DR, Seaver EC, Weisblat DA, Putnam NH, Rokhsar DS (2013) Insights into bilaterian evolution from three spiralian genomes. Nature 493(7433):526–531
Stamatakis A (2006) RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models. Bioinformatics (Oxford, England) 22(21):2688–2690
Wang N, Whang I, Lee JS, Lee J (2011) Molecular characterization and expression analysis of a heat shock protein 90 gene from disk abalone (Haliotis discus). Mol Biol Rep 38(5):3055–3060
Williams EA, Degnan SM (2009) Carry-over effect of larval settlement cue on postlarval gene expression in the marine gastropod Haliotis asinina. Mol Ecol 18(21):4434–4449
Xu W, Faisal M (2009) Identification of the molecules involved in zebra mussel (Dreissena polymorpha) hemocytes host defense. Comp Biochem Physiol 154(1):143–149
Zhang G, Fang X, Guo X, Li L, Luo R, Xu F, Yang P, Zhang L, Wang X, Qi H, Xiong Z, Que H, Xie Y, Holland PWH, Paps J, Zhu Y, Wu F, Chen Y, Wang J, Peng C, Meng J, Yang L, Liu J, Wen B, Zhang N, Huang Z, Zhu Q, Feng Y, Mount A, Hedgecock D, Xu Z, Liu Y, Domazet-Loso T, Du Y, Sun X, Zhang S, Liu B, Cheng P, Jiang X, Li J, Fan D, Wang W, Fu W, Wang T, Wang B, Zhang J, Peng Z, Li Y, Li N, Wang J, Chen M, He Y, Tan F, Song X, Zheng Q, Huang R, Yang H, Du X, Chen L, Yang M, Gaffney PM, Wang S, Luo L, She Z, Ming Y, Huang W, Zhang S, Huang B, Zhang Y, Qu T, Ni P, Miao G, Wang J, Wang Q, Steinberg CEW, Wang H, Li N, Qian L, Zhang G, Li Y, Yang H, Liu X, Wang J, Yin Y, Wang J (2012) The oyster genome reveals stress adaptation and complexity of shell formation. Nature 490(7418):49–54
Zhang Z, Zhang Q (2012) Molecular cloning, characterization and expression of heat shock protein 70 gene from the oyster Crassostrea hongkongensis responding to thermal stress and exposure of Cu(2+) and malachite green. Gene 497(2):172–180
Acknowledgements
This work was funded by Australian Research Council (ARC) Discovery Project DP110100592 awarded to Jan Strugnell. Thanks to the Australian Bight Abalone group for supplying abalone for this study. Thanks to the Life Science Computation Centre for summer internship (BPS).
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The authors declare that they have no conflict of interest.
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Shiel, B.P., Hall, N.E., Cooke, I.R. et al. De Novo Characterisation of the Greenlip Abalone Transcriptome (Haliotis laevigata) with a Focus on the Heat Shock Protein 70 (HSP70) Family. Mar Biotechnol 17, 23–32 (2015). https://doi.org/10.1007/s10126-014-9591-y
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DOI: https://doi.org/10.1007/s10126-014-9591-y