Skip to main content

Advertisement

Log in

Characterization of Spleen Transcriptome of Schizothorax prenanti during Aeromonas hydrophila Infection

  • Original Article
  • Published:
Marine Biotechnology Aims and scope Submit manuscript

Abstract

Schizothorax prenanti (S. prenanti) is an indigenous fish species and is popularly cultured in southwestern China. In recent years, intensive farming of S. prenanti and water quality deterioration has increased the susceptibility of this fish to various pathogens, including Aeromonas hydrophila (A. hydrophila), which has caused severe damage to S. prenanti production. However, the understanding of molecular immune response of S. prenanti to A. hydrophila infection is still lacking. In order to better comprehend the S. prenanti time series immune response process against A. hydrophila, we conducted the first transcriptomic comparison in S. prenanti spleen at 4, 24, and 48 h after the infection challenge of A. hydrophila against their control counterparts. In total, 628 million clean reads were obtained from 18 libraries and assembled into 262,745 transcripts. After eliminating sequence redundancy, 69,373 unigenes with an average length of 1476 bp were obtained. Comparative analysis revealed 1890 unigenes with significantly differential expression, including 172, 455, 589 upregulated and 27, 676, 551 unigenes downregulated genes for 4, 24, and 48 h post-infection, respectively. Differentially expressed genes (DEGs) were validated using qPCR for 15 randomly selected genes. Enrichment and pathway analysis of DEGs was carried out to understand the functions of the immune-related genes. Our results revealed that many important functional genes relating to complement and coagulation cascades, chemokine signaling pathway, toll-like receptor signaling pathway, NOD-like receptor signaling pathway and leukocyte transendothelial migration were regulated during the infection of A. hydrophila, and the expression of those genes reflected the transcriptome profiles during the challenging stages.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Aijaz S, Balda MS, Matter K (2006) Tight junctions: molecular architecture and function. Int Rev Cytol 248:261–298

    Article  CAS  PubMed  Google Scholar 

  • Altschul S, Madden T, Schaffer A et al (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 25:3389–3402

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Beck BH, Farmer BD, Straus DL, Li C, Peatman E (2012) Putative roles for a rhamnose binding lectin in Flavobacterium columnare pathogenesis in channel catfish Ictalurus punctatus. Fish Shellfish Immunol 33:1008–1015

    Article  CAS  PubMed  Google Scholar 

  • Bonecchi R, Garlanda C, Mantovani A, Riva F (2016) Cytokine decoy and scavenger receptors as key regulators of immunity and inflammation. Cytokine 87:37–45

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chadzinska M, Baginski P, Kolaczkowska E, Savelkoul HFJ, Lidy Verburg-van Kemenade BM (2008) Expression profiles of matrix metalloproteinase 9 in teleost fish provide evidence for its active role in initiation and resolution of inflammation. Immunology 125:601–610

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chatchaiphan S, Srisapoome P, Kim J-H, Devlin RH, Na-Nakorn U (2017) De novo transcriptome characterization and growth-related gene expression profiling of diploid and triploid bighead catfish (Clarias macrocephalus Günther, 1864). Mar Biotechnol 19:36–48

    Article  CAS  PubMed  Google Scholar 

  • Chong C-R, Chan WPA, Nguyen TH, Liu S, Procter NEK, Ngo DT, Sverdlov AL, Chirkov YY, Horowitz JD (2014) Thioredoxin-interacting protein: pathophysiology and emerging pharmacotherapeutics in cardiovascular disease and diabetes. Cardiovasc Drugs Ther 28:347–360

    Article  CAS  PubMed  Google Scholar 

  • Colwell R, Macdonell M, Deley J (1986) Proposal to recognize the family Aeromonadaceae fam-Nov. Int J Syst Bacteriol 36:473–477

    Article  Google Scholar 

  • Conesa A, Götz S, García-Gómez JM et al (2005) Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinformatics 21:3674–3676

    Article  CAS  PubMed  Google Scholar 

  • Copeland DL, Duff RJ, Liu Q, Prokop J, Londraville RL (2011) Leptin in teleost fishes: an argument for comparative study. Front Physiol 2:26

  • Ding R (1994) The fishes of Sichuan (Chinese). Sichuan Publishing House of Science and Technology, Chengdu, Sichuan, China

  • Du X, Li Y, Li D et al (2017) Transcriptome profiling of spleen provides insights into the antiviral mechanism in Schizothorax prenanti after poly (I: C) challenge. Fish Shellfish Immunol 62:13–23

    Article  CAS  PubMed  Google Scholar 

  • Du Z, Huang X, Wang K et al (2011) Isolation and identification of etiology of skin ulcer in Schizothorax prenanti (Chinese). J Sichuan Agric Univ:274–279

  • Du Z, Wang K, Li Z, Fan L (2003) The first reports of disease control and prevention in Schizothorax prenanti (Chinese). China Fish 82–83

  • Geng Y, Wang KY, Huang XL, Chen DF, Li CW, Ren SY, Liao YT, Zhou ZY, Liu QF, du ZJ, Lai WM (2012) Streptococcus agalactiae, an emerging pathogen for cultured Ya-fish, Schizothorax prenanti, in China. Transbound Emerg Dis 59:369–375

    Article  CAS  PubMed  Google Scholar 

  • 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 29:644–652

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Huang S, Cao X, Tian X (2016) Transcriptomic analysis of compromise between air-breathing and nutrient uptake of posterior intestine in loach (Misgurnus anguillicaudatus), an air-breathing fish. Mar Biotechnol 18:521–533

    Article  CAS  PubMed  Google Scholar 

  • Janda JM, Abbott SL (2010) The genus Aeromonas: taxonomy, pathogenicity, and infection. Clin Microbiol Rev 23:35–73

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jiang Y, Feng S, Zhang S, Liu H, Feng J, Mu X, Sun X, Xu P (2016) Transcriptome signatures in common carp spleen in response to Aeromonas hydrophila infection. Fish Shellfish Immunol 57:41–48

    Article  CAS  PubMed  Google Scholar 

  • Joseph SW, Carnahan A (1994) The isolation, identification, and systematics of the motile Aeromonas species. Annu Rev Fish Dis 4:315–343

    Article  Google Scholar 

  • Li B, Dewey CN (2011) RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinformatics 12:323

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Li C, Zhang Y, Wang R, Lu J, Nandi S, Mohanty S, Terhune J, Liu Z, Peatman E (2012) RNA-seq analysis of mucosal immune responses reveals signatures of intestinal barrier disruption and pathogen entry following Edwardsiella ictaluri infection in channel catfish, Ictalurus punctatus. Fish Shellfish Immunol 32:816–827

    Article  CAS  PubMed  Google Scholar 

  • Li Y, Lai S, Wang R, Zhao Y, Qin H, Jiang L, Li N, Fu Q, Li C (2017) RNA-Seq analysis of the antioxidant status and immune response of Portunus trituberculatus following aerial exposure. Mar Biotechnol 19:89–101

    Article  CAS  PubMed  Google Scholar 

  • Liang J, Liu Y, Zhang X, Zhang X, Yue B, Song Z (2011) An observation of the loss of genetic variability in prenant’s schizothoracin, Schizothorax prenanti, inhabiting a plateau lake. Biochem Syst Ecol 39:361–370

    Article  CAS  Google Scholar 

  • Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(−Delta Delta C(T)) method. Methods 25:402–408

    Article  CAS  PubMed  Google Scholar 

  • Lü A-J, Hu X-C, Wang Y, Zhu AH, Shen LL, Tian J, Feng ZZ, Feng ZJ (2015) Skin immune response in the zebrafish, Danio rerio (Hamilton), to Aeromonas hydrophila infection: a transcriptional profiling approach. J Fish Dis 38:137–150

    Article  PubMed  Google Scholar 

  • Luo H, Xiao S, Ye H, Zhang Z, Lv C, Zheng S, Wang Z, Wang X (2016) Identification of immune-related genes and development of SSR/SNP markers from the spleen transcriptome of Schizothorax prenanti. PLoS One 11:e0152572

    Article  PubMed  PubMed Central  Google Scholar 

  • Magnadottir B (2010) Immunological control of fish diseases. Mar Biotechnol 12:361–379

    Article  CAS  PubMed  Google Scholar 

  • Moltó A, Olivé A (2010) Anti-IL-1 molecules: new comers and new indications. Joint Bone Spine 77:102–107

    Article  PubMed  Google Scholar 

  • Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B (2008) Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 5:621–628

    Article  CAS  PubMed  Google Scholar 

  • Mu Y, Ding F, Cui P, Ao J, Hu S, Chen X (2010) Transcriptome and expression profiling analysis revealed changes of multiple signaling pathways involved in immunity in the large yellow croaker during Aeromonas hydrophila infection. BMC Genomics 11:506

    Article  PubMed  PubMed Central  Google Scholar 

  • Nakasugi K, Crowhurst R, Bally J, Waterhouse P (2014) Combining transcriptome assemblies from multiple de novo assemblers in the allo-tetraploid plant Nicotiana benthamiana. PLoS One 9:e91776

    Article  PubMed  PubMed Central  Google Scholar 

  • Rauschmayr T, Groves RW, Kupper TS (1997) Keratinocyte expression of the type 2 interleukin 1 receptor mediates local and specific inhibition of interleukin 1-mediated inflammation. Proc Natl Acad Sci U S A 94:5814–5819

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Robinson N, Sahoo PK, Baranski M, Mahapatra KD, Saha JN, Das S, Mishra Y, Das P, Barman HK, Eknath AE (2012) Expressed sequences and polymorphisms in Rohu carp (Labeo rohita, Hamilton) revealed by mRNA-seq. Mar Biotechnol 14:620–633

    Article  CAS  PubMed  Google Scholar 

  • Singh V, Chaudhary DK, Mani I, Jain R, Mishra BN (2013) Development of diagnostic and vaccine markers through cloning, expression, and regulation of putative virulence-protein-encoding genes of Aeromonas hydrophila. J Microbiol (Seoul, Korea) 51:275–282

  • Song J, Song Z, Yue B, Zheng W (2006) Assessing genetic diversity of wild populations of Prenant’s schizothoracin, Schizothorax prenanti, using AFLP markers. Environ Biol Fish 77:79–86

    Article  Google Scholar 

  • Song K, Li L, Zhang G (2017a) Bias and correction in RNA-seq data for marine species. Mar Biotechnol 19:541–550

    Article  CAS  PubMed  Google Scholar 

  • Song X, Hu X, Sun B, Bo Y, Wu K, Xiao L, Gong C (2017b) A transcriptome analysis focusing on inflammation-related genes of grass carp intestines following infection with Aeromonas hydrophila. Sci Rep 7:40777

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sun F, Peatman E, Li C, Liu S, Jiang Y, Zhou Z, Liu Z (2012) Transcriptomic signatures of attachment, NF-κB suppression and IFN stimulation in the catfish gill following columnaris bacterial infection. Dev Comp Immunol 38:169–180

    Article  CAS  PubMed  Google Scholar 

  • Tran NT, Gao Z-X, Zhao H-H, Yi SK, Chen BX, Zhao YH, Lin L, Liu XQ, Wang WM (2015) Transcriptome analysis and microsatellite discovery in the blunt snout bream (Megalobrama amblycephala) after challenge with Aeromonas hydrophila. Fish Shellfish Immunol 45:72–82

    Article  CAS  PubMed  Google Scholar 

  • Wang L, Feng Z, Wang X, Wang X, Zhang X (2010) DEGseq: an R package for identifying differentially expressed genes from RNA-seq data. Bioinformatics 26:136–138

    Article  PubMed  Google Scholar 

  • Wei R, Liu T, Zhou C, Zhang XD, Yuan DY, Wang T, Lin FJ, Chen H, Wu HW, Li ZQ (2013a) Identification, tissue distribution and regulation of preproghrelin in the brain and gut of Schizothorax prenanti. Regul Pept 186:18–25

    Article  CAS  PubMed  Google Scholar 

  • Wei R, Yuan D, Wang T, Zhou CW, Lin FJ, Chen H, Wu HW, Yang SY, Wang Y, Liu J, Gao YD, Li ZQ (2013b) Characterization, tissue distribution and regulation of agouti-related protein (AgRP) in a cyprinid fish (Schizothorax prenanti). Gene 527:193–200

    Article  CAS  PubMed  Google Scholar 

  • Wei R, Yuan D, Zhou C, Wang T, Lin F, Chen H, Wu H, Xin Z, Yang S, Chen D, Wang Y, Liu J, Gao Y, Li Z (2013c) Cloning, distribution and effects of fasting status of melanocortin 4 receptor (MC4R) in Schizothorax prenanti. Gene 532:100–107

    Article  CAS  PubMed  Google Scholar 

  • Xu DH, Zhu Z, Wakefield MR, Xiao H, Bai Q, Fang Y (2016) The role of IL-11 in immunity and cancer. Cancer Lett 373:156–163

    Article  CAS  PubMed  Google Scholar 

  • Xu X-Y, Shen Y-B, Fu J-J, Liu F, Guo SZ, Li JL (2013) Characterization of MMP-9 gene from grass carp (Ctenopharyngodon idella): an Aeromonas hydrophila-inducible factor in grass carp immune system. Fish Shellfish Immunol 35:801–807

    Article  CAS  PubMed  Google Scholar 

  • Yang X, Liu D, Liu F, Wu J, Zou J, Xiao X, Zhao F, Zhu B (2013) HTQC: a fast quality control toolkit for Illumina sequencing data. BMC Bioinformatics 14:33

    Article  PubMed  PubMed Central  Google Scholar 

  • Yang Y, Yu H, Li H, Wang A (2016) Transcriptome profiling of grass carp (Ctenopharyngodon idellus) infected with Aeromonas hydrophila. Fish Shellfish Immunol 51:329–336

    Article  PubMed  Google Scholar 

  • Ye H, He L, Cheng H et al (2014) Changes of cell immunity indexes in peripheral blood of Schizothorax prenanti injected with formalin-killed Aeromonas hydrophila. J Southwest Univ National (Nat Sci Ed) 36:28–35

    CAS  Google Scholar 

  • Yuan D, Wang T, Zhou C, Lin F, Chen H, Wu H, Wei R, Xin Z, Li Z (2014a) Leptin and cholecystokinin in Schizothorax prenanti: molecular cloning, tissue expression, and mRNA expression responses to periprandial changes and fasting. Gen Comp Endocrinol 204:13–24

    Article  CAS  PubMed  Google Scholar 

  • Yuan D, Zhou C, Wang T, Lin F, Chen H, Wu H, Wei R, Xin Z, Liu J, Gao Y, Chen D, Yang S, Wang Y, Pu Y, Li Z (2014b) Molecular characterization and tissue expression of peptide YY in Schizothorax prenanti: effects of periprandial changes and fasting on expression in the hypothalamus. Regul Pept 190–191:32–38

    Article  PubMed  Google Scholar 

  • Zhang R, Zhang L, Ye X, Tian YY, Sun CF, Lu MX, Bai JJ (2013) Transcriptome profiling and digital gene expression analysis of Nile tilapia (Oreochromis niloticus) infected by Streptococcus agalactiae. Mol Biol Rep 40:5657–5668

    Article  CAS  PubMed  Google Scholar 

  • Zhang X, Gao X, Wang J, Cao W (2015a) Extinction risk and conservation priority analyses for 64 endemic fishes in the upper Yangtze River, China. Environ Biol Fish 98:261–272

    Article  Google Scholar 

  • Zhang X, Wang S, Chen S, Chen Y, Liu Y, Shao C, Wang Q, Lu Y, Gong G, Ding S, Sha Z (2015b) Transcriptome analysis revealed changes of multiple genes involved in immunity in Cynoglossus semilaevis during Vibrio anguillarum infection. Fish Shellfish Immunol 43:209–218

    Article  CAS  PubMed  Google Scholar 

  • Zhou W, Zhang Y, Wen Y, Ji W, Zhou Y, Ji Y, Liu X, Wang W, Asim M, Liang X, Ai T, Lin L (2015) Analysis of the transcriptomic profilings of mandarin fish (Siniperca chuatsi) infected with Flavobacterium columnare with an emphasis on immune responses. Fish Shellfish Immunol 43:111–119

    Article  CAS  PubMed  Google Scholar 

  • Zhu J, Li C, Ao Q, Tan Y, Luo Y, Guo Y, Lan G, Jiang H, Gan X (2015) Trancriptomic profiling revealed the signatures of acute immune response in tilapia (Oreochromis niloticus) following Streptococcus iniae challenge. Fish Shellfish Immunol 46:346–353

    Article  CAS  PubMed  Google Scholar 

  • Zhu L, Nie L, Zhu G, Xiang LX, Shao JZ (2013) Advances in research of fish immune-relevant genes: a comparative overview of innate and adaptive immunity in teleosts. Dev Comp Immunol 39:39–62

    Article  CAS  PubMed  Google Scholar 

  • Zhu Q, Zhang L, Li L, Que H, Zhang G (2016) Expression characterization of stress genes under high and low temperature stresses in the Pacific oyster, Crassostrea gigas. Mar Biotechnol 18:176–188

    Article  CAS  PubMed  Google Scholar 

  • Zhuang M, Ai Z, Wu M (2007) Development of alpha-1-antitrypsin. J Microbiol 27:92–95

    CAS  Google Scholar 

Download references

Acknowledgments

We thank Lingbing Zeng, in Yangtze River Fisheries Research Institute Chinese Academy of Fishery Sciences, and Bin Chen, in College of Animal Science and Technology, Hunan Agricultural University, for providing constructive suggestions on the experiments. We also thank Genhua Yue and Baoqing Ye, Molecular Population Genetics Group, Temasek Life Sciences Laboratory, 1 research link, National University of Singapore, for providing constructive suggestions on the manuscript.

Funding

This research was supported by the National Natural Science Foundation of China (31402302, 31602207), Fundamental Research Funds for the central Universities (XDJK2015C034, XDJK2017B008, XDJK2017C035), Scientific Research Initiation Project aided by a special fund, Southwest University Rongchang Campus (20700208), and the Youth Foundation of Southwest University Rongchang Campus (20700937, 20700938).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Hua Ye or Hui Luo.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ye, H., Xiao, S., Wang, X. et al. Characterization of Spleen Transcriptome of Schizothorax prenanti during Aeromonas hydrophila Infection. Mar Biotechnol 20, 246–256 (2018). https://doi.org/10.1007/s10126-018-9801-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10126-018-9801-0

Keywords

Navigation