Skip to main content

Advertisement

Log in

Integrated mRNA and microRNA Transcriptome Sequencing Characterizes Sequence Variants and mRNA-microRNA Regulatory Networks in Grass Carp Fibroblasts Infected with Virulent and Attenuated GCRV

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

Abstract

Grass carp hemorrhagic disease is a fatal disease caused by the grass carp reovirus (GCRV). The aberrant regulation of transcripts has been implicated in many types of diseases. In the present study, we characterized mRNA and miRNA transcriptomes of different virulent GCRVs using RNA sequencing (RNA-Seq). One hundred eighteen miRNAs were identified as being differentially expressed between different virulent viruses in grass carp fibroblasts. Eight miRNAs were selected to verify the RNA-Seq results using RT-PCR and mRNA methods. In total, 996 differentially expressed mRNA genes were identified in grass carp fibroblasts, while 901 miRNA-mRNA target pairs were observed to be inversely regulated in grass carp fibroblasts. Integrated mRNA/miRNA expression profiling analysis results showed that the most influenced processes were the immune response and cell death. Three miRNAs were shown to exhibit the same expression patterns when two different methods were used and had important functions during viral infection. These results provide insights into the miRNA-mediated regulation of mRNA and valuable resources on transcript variation and regulation during GCRV infection, which are potentially useful for mechanistic and drug studies.

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
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Bartel D. P. (2004) MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 116:281–297

    Article  CAS  Google Scholar 

  • Bela-Ong DB, Schyth BD, Zou J, Secombes CJ, Lorenzen N (2015) Involvement of two microRNAs in the early immune response to DNA vaccination against a fish rhabdovirus. Vaccine 33:3215–3222

    Article  CAS  Google Scholar 

  • Brudeseth BE, Wiulsrod R, Fredriksen BN, Lindmo K, Lokling KE, Bordevik M, Steine N, Klevan A, Gravningen K (2013) Status and future perspectives of vaccines for industrialised fin-fish farming. Fish Shellfish Immunol 35:1759–1768

    Article  CAS  Google Scholar 

  • Caselli E, D’Accolti M, Soffritti I, Zatelli MC, Rossi R, Degli UE, di Luca D (2017) HHV-6A in vitro infection of thyrocytes and T cells alters the expression of miRNA associated to autoimmune thyroiditis. Virol J 14:3

    Article  Google Scholar 

  • Catalanotto C, Cogoni C, Zardo G (2016) MicroRNA in control of gene expression: an overview of nuclear functions. Int J Mol Sci 17:1712

    Article  Google Scholar 

  • Chen Q, Wang C, Zhang H, Li Y, Cao Y, Zhang Y, Liu S, Li Z, Xin X, Han X (2018) Expression levels of serum miRNA-195 in different types of patients with cholangiocarcinoma and its value to determine the prognosis thereof. Oncol Lett 15:5947–5951

    PubMed  PubMed Central  Google Scholar 

  • Cui Q, Yu Z, Purisima EO, Wang E (2006) Principles of microRNA regulation of a human cellular signaling network. Mol Syst Biol 246

  • Ding D, Qi Z (2019) Clinical significance of miRNA-195 expression in patients with laryngeal carcinoma. J BUON 24:315–322

    PubMed  Google Scholar 

  • Fang Q, Attoui H, Cantaloube JF, Biagini P, Zhu Z, de Micco P, de Lamballerie X (2000) Sequence of genome segments 1, 2, and 3 of the grass carp reovirus (Genus Aquareovirus, family Reoviridae). Biochem Biophys Res Commun 274:762–766

    Article  CAS  Google Scholar 

  • Fang Y, Xu XY, Tao L, Shen Y, Li J (2020) Effects of microRNA-731 on inflammation and apoptosis by targeting CiGadd45aa in grass carp. Fish Shellfish Immunol 97:493–499

    Article  CAS  Google Scholar 

  • Gelley F, Zadori G, Nemes B, Fassan M, Lendvai G, Sarvary E, Doros A, Gerlei Z, Nagy P, Schaff Z, Kiss A (2014) MicroRNA profile before and after antiviral therapy in liver transplant recipients for hepatitis C virus cirrhosis. J Gastroenterol Hepatol 29:121–127

    Article  CAS  Google Scholar 

  • Gupta A, Nagilla P, Lebunney C, Zych C , Thalamuthu C, Bar-Joseph Z, Mathavan S, Ayyavoo VHS (2011) Comparative expression profile of miRNA and mRNA in primary peripheral blood mononuclear cells infected with human immunodeficiency virus (HIV-1). PLoS ONE 6:e22730

    Article  CAS  Google Scholar 

  • Hao K, Chen XH, Qi XZ, Yu XB, Du EQ, Ling F, Zhu B, Wang GX (2017) Protective immunity of grass carp induced by DNA vaccine encoding capsid protein gene (vp7) of grass carp reovirus using bacterial ghost as delivery vehicles. Fish Shellfish Immunol 64:414–425

    Article  CAS  Google Scholar 

  • He L, Zhang A, Chu P, Li Y, Huang R, Liao L, Zhu Z, Wang Y (2017) Deep Illumina sequencing reveals conserved and novel microRNAs in grass carp in response to grass carp reovirus infection. BMC Genomics 18:195

    Article  Google Scholar 

  • He L, Zhang A, Xiong L, Li Y, Huang R, Liao L, Zhu Z, Wang AY (2017) Deep circular RNA sequencing provides insights into the mechanism underlying grass carp reovirus infection. Int J Mol Sci 18:1977

    Article  Google Scholar 

  • Kenggott EE, Kiefer R, Schneider-Daum N, Hamann A, Schneider M, Schmitt MJ, Breinig F (2016) Surface-modified yeast cells: A novel eukaryotic carrier for oral application. J Control Release 2241–2247

  • Lin J, Xia J, Chen YT, Zhang KY, Zeng Y, Yang Q (2017) H9N2 avian influenza virus enhances the immune responses of BMDCs by down-regulating miR29c. Vaccine 35:729–737

    Article  CAS  Google Scholar 

  • Lin Y, Wang B, Wang N, Ouyang G, Cao H (2019) Transcriptome analysis of rare minnow (Gobiocypris rarus) infected by the grass carp reovirus. Fish Shellfish Immunol 89:337–344

    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  Google Scholar 

  • Motawi TK, Shaker OG, El-Maraghy SA, Senousy MA (2015) Serum MicroRNAs as potential biomarkers for early diagnosis of hepatitis C virus-related hepatocellular carcinoma in egyptian patients. PLoS ONE 10:e0137706

    Article  Google Scholar 

  • Rao Y, Su J (2015) Insights into the antiviral immunity against grass carp (Ctenopharyngodon idella) reovirus (GCRV) in grass carp. J Immunol Res 2015:670437

    Article  Google Scholar 

  • Schyth BD, Bela-Ong DB, Jalali SA, Kristensen LB, Einer-Jensen K, Pedersen FS, Lorenzen N (2015) Two virus-induced MicroRNAs known only from teleost fishes are orthologues of MicroRNAs involved in cell cycle control in humans. PLoS One 10:e0132434

    Article  Google Scholar 

  • Shang X, Yang C, Wan Q, Rao Y, Su J (2017) The destiny of the resistance/susceptibility against GCRV is controlled by epigenetic mechanisms in CIK cells. Sci Rep 7:45–51

    Article  Google Scholar 

  • Wang Y, Brahmakshatriya V, Lupiani B, Reddy SM, Soibam B, Benham AL, Gunaratne P, Liu HC, Trakooljul N, Ing N, Okimoto R, Zhou H (2012) Integrated analysis of microRNA expression and mRNA transcriptome in lungs of avian influenza virus infected broilers. BMC Genomics 13:278

  • Zhang Q, Gui JF (2015) Virus genomes and virus-host interactions in aquaculture animals. Sci China Life Sci 58:156–169

    Article  CAS  Google Scholar 

  • Zheng J, Xu T, Chen F, Zhang Y (2019) MiRNA-195-5p functions as a tumor suppressor and a predictive of poor prognosis in non-small cell lung cancer by directly targeting CIAPIN1. Pathol Oncol Res 25:1181–1190

    Article  CAS  Google Scholar 

  • Zheng J, Xu T, Chen F, Zhang Y (2020) Correction to: MiRNA-195-5p functions as a tumor suppressor and a predictive of poor prognosis in non-small cell lung cancer by directly targeting CIAPIN1. Pathol Oncol Res 26:2015

    Article  Google Scholar 

  • Zhu B, Liu GL, Gong YX, Ling F, Wang GX (2015) Protective immunity of grass carp immunized with DNA vaccine encoding the vp7 gene of grass carp reovirus using carbon nanotubes as a carrier molecule. Fish Shellfish Immunol 42:325–334

    Article  CAS  Google Scholar 

  • Zhu B, Liu GL, Gong YX, Ling F, Song LS, Wang GX (2014) Single-walled carbon nanotubes as candidate recombinant subunit vaccine carrier for immunization of grass carp against grass carp reovirus. Fish Shellfish Immunol 41:279–293

    Article  CAS  Google Scholar 

Download references

Funding

This work was supported by the Innovation and Strengthening Project of Guangdong Ocean University (230419067), the Innovative Strong School Engineering Key Platform Projects by the Department of Education in Guangdong Province (Q2018302) and a PhD Start-up grant (521202292).

Author information

Authors and Affiliations

Authors

Contributions

Ye Ge designed the experiments, wrote the manuscript, participated in obtaining funding. Mengdi Zhang performed the RT-qPCR experiment. Shaopo Zu and Hong Yang gave some suggestions in manuscript. Jinjun Chen and Zhibao Chen provided some suggestions regarding the experiments. Weitian Xie prepared the reagents used throughout the study. Qiucheng Yao revised the manuscript and participated in obtaining funding. Weiwei Zeng performed the infection experiment and support the infected place. Zhihui Zhao participated in obtaining funding.

Corresponding authors

Correspondence to Ye Ge, Weiwei Zeng or Zhihui Zhao.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflicts of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yao, Q., Zhang, M., Zu, S. et al. Integrated mRNA and microRNA Transcriptome Sequencing Characterizes Sequence Variants and mRNA-microRNA Regulatory Networks in Grass Carp Fibroblasts Infected with Virulent and Attenuated GCRV. Mar Biotechnol 23, 342–355 (2021). https://doi.org/10.1007/s10126-021-10029-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10126-021-10029-4

Keywords

Navigation