Abstract
Ellobium chinense (Pfeiffer, 1854) is a brackish pulmonate species that inhabits the bases of mangrove trees and is most commonly found in salt grass meadows. Threats to mangrove ecosystems due to habitat degradation and overexploitation have threatened the species with extinction. In South Korea, E. chinense has been assessed as vulnerable, but there are limited data on its population structure and distribution. The nucleotide and protein sequences for this species are not available in databases, which limits the understanding of adaptation-related traits. We sequenced an E. chinense cDNA library using the Illumina platform, and the subsequent bioinformatics analysis yielded 227,032 unigenes. Of these unigenes, 69,088 were annotated to matched protein and nucleotide sequences in databases, for an annotation rate of 30.42%. Among the predominant gene ontology terms, cellular and metabolic processes (under the biological process category), membrane and cell (under the cellular component category), and binding and catalytic activity (under the molecular function category) were noteworthy. In addition, 4850 unigenes were distributed to 15 Kyoto Encyclopaedia of Genes and Genomes based enrichment categories. Among the candidate genes related to adaptation, angiotensin I converting enzyme, adenylate cyclase activating polypeptide, and AMP-activated protein kinase were the most prominent. A total of 15,952 simple sequence repeats (SSRs) were identified in sequences of > 1 kb in length. The di- and trinucleotide repeat motifs were the most common. Among the repeat motif types, AG/CT, AC/GT, and AAC/GTT dominated. Our study provides the first comprehensive genomics dataset for E. chinense, which favors conservation programs for the restoration of the species and provides sufficient evidence for genetic variability among the wild populations.
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References
Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry M, Davies AP, Dolinski K, Dwight SS, Eppig JT et al (2000) Gene Ontology: tool for the unification of biology. Nat Genet 25:25–29
Blankenberg D, Gordon A, Von Kuster G, Coraor N, Taylor J, Nekrutenko A, The Galaxy Team (2010) Manipulation of FASTQ data with galaxy. Bioinformatics 26:1783–1785
Boucher J, Tseng YH, Kahn CR (2010) Insulin and insulin-like growth factor-1 receptors act as ligand-specific amplitude modulators of a common pathway regulating gene transcription. J Biol Chem 285:17235–17245
Bouchet P, Rocroi JP (2005) Classification and nomenclature of gastropod families. Malacologia Int J Malacol 47:1–2
Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J, Bealer K, Madden TL (2009) BLAST+: architecture and applications. BMC Bioinform 10:421
Conesa A, Gotz S, Garcia-Gomez JM, Terol J, Talon M, Robles M (2005) Blast2GO: A universal tool for annotation, visualization and analysis in functional genomics research. Bioinform 21:3674–3676
Coscia MR, Giacomelli S, Oreste U (2011) Toll-like receptors: an overview from invertebrates to vertebrates. Invertebr Survival J 8:210–226
Dayrat B, Conrad M, Balayan S, White TR, Albrecht C, Golding R, Gomes SR, Harasewych MG, de Frias Martins AM (2011) Phylogenetic relationships and evolution of the pulmonate gastropods (Mollusca): new insights from increased taxon sampling. Mol Phylogenet Evol doi:10.1016/j.ympev.2011.02.014
Deng Y, Lei Q, Tian Q (2014) De novo assembly, gene annotation, and simple sequence repeat marker development using Illumina paired-end transcriptome sequences in the pearl oyster Pinctada maxima. Biosci Biotechnol Biochem 78:1685–1692
Fiedler TJ, Hudder A, Mckay SJ, Shivkumar S, Capo TR, Schmmale MC, Walsh PJ (2010) The transcriptome of the early life history stages of the Californian Sea Hare Aplysia californica. Comp Biochem Physiol Part D 5:165–170
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 4:59
Ge J, Li Q, Yu H, Kong L (2014) Identification and mapping of a SCAR marker linked to a locus involved in shell pigmentation of the Pacific Oyster (Crassostrea gigas). Aquaculture 434:249–253
Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q et al (2011) Trinity: reconstructing a full-length transcriptome without a genome from RNA-Seq data. Nat Biotechnol 29:644–652
Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB. Eccles D, Li B, Lieber M et al (2013) De novo transcript sequence reconstruction from RNA-Seq: reference generation and analysis with Trinity. Nat Protocol. doi:10.1038/nprot.2013.084
Heyland A, Vue Z, Voolstra CR, Medina M, Moroz LL (2010) Developmental transcriptome of Aplysia californica. J Exptl Zool B 316B:13–134
Huse SM, Huber JA, Morrison HG, Sogin ML, Welch DM (2007) Accuracy and quality of massively parallel DNA pyrosequencing. Genome Biol 8:R143, 2007
Jost JA, Podolski SM, Frederich M (2012) Enhancing thermal tolerance by eliminating the pejus range: a comparative study with three decapod crustaceans. Mar Ecol Prog Ser 444:263–274
Kanehisa M, Goto S (2000) KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res 28:27–30
Kang SW, Patnaik BB, Hwang HJ, Park SY, Wang TH, Park EB, Chung JM, Song DK, Patnaik HH, Lee JB et al (2016) De novo transcriptome generation and annotation of two Korean endemic land snails, Aegista chejuensis and Aegista quelpartensis, using Illumina paired-end sequencing technology”. Int J Mol Sci 17:379
Kourtidis A, Drosopoulou E, Nikolaidis N, Hatzi VI, Chintoroglou CC, Scouras ZG (2006) Identification of several cytoplasmic HSP70 genes from the Mediterranean mussel (Mytilus galloprovincialis) and their long-term evolution in Mollusca and Metazoa. J Mol Evol 62:446–459
Lim HJ, Lim JS, Lee JS, Choi BS, Kim DI, Kim HW, Rhee JS, Choi IY (2016) Transcriptome profiling of the Pacific Oyster Crassostrea gigas by Illumina RNA-SEq. Genes Genom 38:359
Lovering RC, Camon EB, Blake JA, Diehl AD (2008) Access to immunology through the gene ontology. Immunology 125:154–160
Lv J, Liu P, Gao B, Wang Y, Wang Z, Chen P, Li J (2014) Transcriptome analysis of the Portunus trituberculatus: De novo assembly, growth-related gene identification and marker discovery. PLoS ONE 9:e94055
Mello DF, Da Silva PM, Barracco MA (2013) Effects of the dinoflagellate Alexandrium minutum and its toxin (saxitoxin) on the functional activity and gene expression of Crassostrea gigas hemocytes. Harmful Algae 26:45–51
Mittapalli O, Bai X, Mamidala P, Rajarapu SP, Bonello P, Herms DA (2010) Tissue-specific transcriptomics of the exotic invasive insect pest emerald ash borer (Agrilus planipennis). PLoS ONE 5:e13708
Mohd-Shamsudin MI, Kang Y, Lili Z, Tan TT, Kwong QB, Liu H, Zhang G, Othman RY, Bhassu S (2013) In-depth transcriptomics analysis on giant freshwater prawns. PLoS ONE 8:e60839
Moroz LL, Edwards JR, Puthanveettil SV, Kohn AB, Ha T, Heyland A, Knudsen B, Sahani A, Yu F, Liu L et al (2006) Neuronal transcriptome of Aplysia: neuronal compartments and circuitry. Cell 127:1453–1467
Novaes E, Drost DR, Farmerie WG, Pappas GJ, Grattapaglia D, Sederoff RR, Kirst M (2008) High-throughput gene and SNP discovery in Eucalyptus grandis, an uncharacterized genome. BMC Genom 9:312
Ogata H, Goto S, Sato K, Fujibuchi W, Bono H, Kanehisa M (1999) KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res 27:29–34
Ong WD, Kumar SVC (2011) The frequency and distribution of simple sequence repeats (SSRs) in pineapple fruit transcriptome. Acta Hortic 902:151–157
Park SY, Patnaik BB, Kang SW, Hwang HJ, Chung JM, Song DK, Sang MK, Patnaik HH, Lee JB, Noh MY et al (2016) Transcriptomics analysis of the endangered neritid species Clithon retropictus: De novo assembly, functional annotation, and marker discovery. Genes 7:35
Patnaik BB, Hwang HJ, Kang SW, Park SY, Wang TH, Park EB, Chung JM, Song DK, Kim C, Kim S et al (2015) Transcriptome characterization of non-model endangered lycaenids, Protantigius superans and Spindasis takanosis, using Illumina HiSeq 2500 sequencing. Intl J Mol Res 16:29948–29970
Patnaik BB, Wang TH, Kang SW, Hwang HJ, Park SY, Park EB, Chung JM, Song DK, Kim C, Kim S et al (2016) Sequencing, de novo assembly, and annotation of the transcriptome of the endangered freshwater pearl bivalve, Cristaria plicata, provides novel insights into functional genes and marker discovery. PLoS ONE 11:e0148622
Plenkowska JR, Kosicka E, Wojkowska M, Kmita H, Lesicki A (2014) Molecular identification of first putative aquaporins in snails. J Membr Biol 247:239–252
Queller DC, Strassmann JE, Hughes CR (1993) Microsatellites and kinship. Trend Ecol Evol 8:285–288
Ramnanan CJ, McMullen DC, Groom AG, Storey KB (2010) The regulation of AMPK signaling in a natural state of profound metabolic rate depression. Mol Cell Biochem 335:91–105
Ravasi T, Huber T, Zavolan A, Forrest A, Gaasterland T, Grimmond S, Riken Ger Group, GSL Members, Hume DA (2003) Systematic characterization of the zinc-finger-containing proteins in the mouse transcriptome. Genome Res 13:1430–1442
Rhee SY, Wood V, Dolinski K, Draghici S (2008) Use and misuse of the gene ontology annotations. Nature Rev Genet. doi:10.1038/nrg2363
Shen H, Hu Y, Ma Y (2014) In-depth transcriptome analysis of the red swamp crayfish Procambrus clarkii. PLoS ONE 9:e110548
Sim C, Denlinger DL (2008) Insulin signaling and FOXO regulate the overwintering diapause of the mosquito Culex pipens. Proc Natl Acad Sci USA 105:6777–6781
Spring JH, Robichaux SR, Hamlin JA (2009) The role of aquaporins in excretion in insects. J Exp Biol 212:358–362
Taylor DA, Nair ELSV, Raftos DA (2013) Differential effects of metal contamination on the transcript expression of immune- and stress-response genes in the Sydney Rock oyster, Saccostrea glomerata. Environ Poll 178:65–71
Tucker PK, Adkins RM, Rest JS (2003) Differential rates of evolution for the ZFY-Related Zinc finger genes, Zfy, Zfx, and Zfa in the mouse genus Mus. Mol Biol Evol 20:999–1005
Uliano-Silva M, Americo JA, Brindeiro R, Dondero F, Prosdocimi F, De Freitas Rebello M (2014) Gene discovery through transcriptome sequencing for the invasive mussel Limnoperna fortunei. PLoS ONE 9:e102973
Vasemagi A, Nilsson J, Primmer CR (2005) Expressed-sequence tag-linked microsatellites as a source of gene-associated polymorphisms for detecting signatures of divergent selection in Atlantic salmon (Salmo salar L.). Mol Biol Evol 22:1067–1076
Voronin DA, Kiseleva EV (2008) Functional role of proteins containing ankyrin repeats. Cell Tissue Biol 2:1
Wang L, Rollins L, Gu Q, Chen SY, Huang XF (2009) A Mage 3/Heat Shock Protein 70 DNA vaccine induces both innate and adaptive immune responses for the antitumor activity. Vaccine 28:561–570
Wang L, Wang L, Huang M, Zhang H, Song L (2011) The immune role of C-type lectins in molluscs. Invertebr Surviv J 8:241–246
Wang H, Nettleton D, Ying K (2014) Copy number variation detection using next generation sequencing read counts. BMC Bioinform 15:109
Xu W, Faisal M (2009) Identification of the molecules involved in zebra mussel (Dreissena polymorpha) hemocytes host defense. Comp Biochem Physiol B 154:143–149
Yang Y, Smith SA (2014) Orthology inference in nonmodel organisms using transcriptomes and low-coverage genomes: improving accuracy and matrix occupancy of phylogenomics. Mol Biol Evol. doi:10.1093/molbev/msu245
You FM, Huo N, Gu YQ, Luo MC, Ma Y, Hane D, Lazo GR, Dvorak J, Anderson OD (2008) BatchPrimer 3: a higher web application for PCR and sequencing primer design. BMC Bioinform 9:253
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+ and malachite green. Gene 497:172–180
Zheng G, Dong S, Hou Y (2012) Molecular characteristics of HSC70 gene and its expression in the golden apple snails, Pomacea canaliculata (Mollusca: Gastropoda). Aquaculture 358–359:41–49
Zhou J, Li C, Li Y, Su X, Li T (2013) cDNA cloning and mRNA expression of heat shock protein 70 gene in blood clam Tegillarca granosa against heavy metals challenge. Afr J Biotechnol 12:2341–2352
Zhu XJ, Feng CZ, Dai ZM, Zhang RC, Yang WJ (2007) AMPK alpha subunit gene characterization in Artemia and expression during development and in response to stress. Stress 10:53–63
Zimmer CT, Maiwald F, Schorn C, Bass C, Ott MC, Nauen R (2014) A de novo transcriptome of European pollen beetle populations and its analysis, with special reference to insecticide action and resistance. Insect Mol Biol 23:511–526
Acknowledgements
This work was supported by the grant “The Genetic and Genomic Evaluation of Indigenous Biological Resources” funded by the National Institute of Biological Resources (NIBR201503202) and the Soonchunhyang University Research Fund.
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SWK, BBP, HJH, YSH and YSL designed the experiments. MKS, HRM, JEP, SYP, YHJ, MYN, JMC, JDL and JS performed the experiments. BBP, HJH, KYJ, JS and SWK analyzed the data. BBP, HJH, KYJ, MYN, and SWK wrote the paper. HSP, JSL, and YSH contributed reagents/materials/analysis tools. YSL supervised the entire study.
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All authors ‘Se Won Kang, Bharat Bhusan Patnaik, So Young Park, Hee-Ju Hwang, Jong Min Chung, Min Kyu Sang, Hye Rin Min, Jie Eun Park, Jiyeon Seong, Yong Hun Jo, Mi Young Noh, Jong Dae Lee, Ki Yoon Jung, Hong Seog Park, Yeon Soo Han, Jun Sang Lee, Yong Seok Lee’ declare that they do not have conflict of interest.
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The handling of E. chinense was conducted in accordance with the International Guiding Principles for Biomedical Research involving animals (1985 http://www.ncbi.nlm.nih.gov/books/NBK25438/).
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Kang, S.W., Patnaik, B.B., Park, S.Y. et al. Transcriptome analysis of the threatened snail Ellobium chinense reveals candidate genes for adaptation and identifies SSRs for conservation genetics. Genes Genom 40, 333–347 (2018). https://doi.org/10.1007/s13258-017-0620-x
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DOI: https://doi.org/10.1007/s13258-017-0620-x