Literature DB >> 30229076

Differential expression of olive flounder (Paralichthys olivaceus) transcriptome during viral hemorrhagic septicemia virus (VHSV) infection at warmer and colder temperature.

Ji-Min Jeong1, Joseph Jeswin1, Jin-Sol Bae1, Chan-Il Park1.   

Abstract

The data presented here are related to the research article entitled "Temperature-dependent immune response of olive flounder (Paralichthys olivaceus) infected with viral hemorrhagic septicemia virus (VHSV)" [1]. In the cited article, we sequenced the whole transcriptome of the olive flounder using Illumina RNA-Seq. Differentially expressed genes (DEG) analysis of VHSV infected head kidney samples showed perturbations in gene expression. Herein we made a comparison of DEGs at early stage of VHSV infection of olive flounder (4 h post infection) in colder (13 °C) and warmer (20 °C) temperatures. The analysis of signaling pathways showed that several major immune pathways were altered. The gene ontology terms associated with the genes differentially expressed are also presented.

Entities:  

Keywords:  Head kidney; Olive flounder; Paralichthys olivaceus; RNA-Seq; Transcriptome; Viral hemorrhagic septicemia virus (VHSV)

Year:  2018        PMID: 30229076      PMCID: PMC6141370          DOI: 10.1016/j.dib.2018.06.085

Source DB:  PubMed          Journal:  Data Brief        ISSN: 2352-3409


Specifications Table Value of the data The information of unigenes expressed at colder and warmer temperature helps us to know how the response of host transcriptome varies with respect to surrounding environment. The comparison of modulated genes during VHSV infection at 13 and 20 °C helps for management measures in olive flounder aquaculture. The identification of affected signaling pathways in the head kidney of VHSV infected olive flounder sheds new light on the investigation of disease pathogenesis and for novel treatment targets.

Data

The data presented here are related to the research article entitled “Temperature-dependent immune response of olive flounder (Paralichthys olivaceus) infected with viral hemorrhagic septicemia virus (VHSV)” [1]. The olive flounder were challenged with VHSV at 13 °C and 20 °C, and DEG in the head kidney were analyzed. The whole transcriptome of olive flounder was sequenced using illumina RNA Seq. The quality of sequencing reads were assessed by contig length distribution of sequences and gene ontology functional analysis were conducted (Fig. 1, Supplementary table 1). Fig. 2 represents the number of unigenes which expressed during the infection period. All the unigenes were aligned to the eggNOG database and predicted the possible functions (Fig. 3). Table 1 describes the number of differentially expressed genes at 4 hours post infection of VHSV. The signaling pathways annotated in the transcriptome of olive flounder is shown in the Table 2 and Supplementary table. 2.
Fig. 1

Analysis of sequencing reads assembly quality. Contig length distribution of Trinity assembly for olive flounder.

Fig. 2

Unigenes expressed during VHSV infection in olive flounder at 13 °C and 20 °C. Three samples were screened at 4 hpi.

Fig. 3

EggNOG classification assigned to annotated unigenes.

Table 1

Analysis of differentially expressed genes during VHSV infection in olive flounder at 13 °C and 20 °C. Here upregulation is Group 2 > Group 1 and downregulation is Group 2 < Group 1 (p-value < 0.05).

Group 1Group 2Up regulated genesDown regulated genes
13 °C (4 h post infection)20 °C (4 h post infection)569797
Table 2

Immune signalling pathways annotated in the olive flounder head kidney transcriptome.

KEGG IDKEGG DescriptionNumber of Unigenes
Ko04151PI3K-Akt signaling pathway [PATH:ko04151]296
Ko04010MAPK signaling pathway [PATH:ko04010]200
Ko04014Ras signaling pathway [PATH:ko04014]193
Ko04140Autophagy - animal [PATH:ko04140]175
Ko04024cAMP signaling pathway [PATH:ko04024]166
Ko04062Chemokine signaling pathway [PATH:ko04062]164
Ko04144Endocytosis [PATH:ko04144]160
Ko04152AMPK signaling pathway [PATH:ko04152]146
Ko04210Apoptosis [PATH:ko04210]125
Ko04668TNF signaling pathway [PATH:ko04668]120
Ko04150mTOR signaling pathway [PATH:ko04150]116
Ko04310Wnt signaling pathway [PATH:ko04310]107
Ko04625C-type lectin receptor signaling pathway [PATH:ko04625]105
Ko04620Toll-like receptor signaling pathway [PATH:ko04620]100
Ko04120Ubiquitin mediated proteolysis [PATH:ko04120]99
Ko04660T cell receptor signaling pathway [PATH:ko04660]99
Ko04064NF-kappa B signaling pathway [PATH:ko04064]77
Ko04060Cytokine-cytokine receptor interaction [PATH:ko04060]76
Ko04630Jak-STAT signaling pathway [PATH:ko04630]69
Ko04657IL-17 signaling pathway [PATH:ko04657]68
Ko04662B cell receptor signaling pathway [PATH:ko04662]67
Ko04624Toll and Imd signaling pathway [PATH:ko04624]40
Ko04610Complement and coagulation cascades [PATH:ko04610]21
Ko04217TNF signaling pathway [PATH:ko04668]13
Ko05220Wnt signaling pathway [PATH:ko04310]13
Ko04060Chemokine signaling pathway [PATH:ko04062]10
Ko04510PI3K-Akt signaling pathway [PATH:ko04151]9
Ko00970Aminoacyl-tRNA biosynthesis [PATH:ko00970]9
Ko05203MAPK signaling pathway [PATH:ko04010]8
Ko00051AMPK signaling pathway [PATH:ko04152]8
Ko04068Chemokine signaling pathway [PATH:ko04062]8
Ko04150AMPK signaling pathway [PATH:ko04152]8
Ko04270MAPK signaling pathway [PATH:ko04010]8
Ko04380NF-kappa B signaling pathway [PATH:ko04064]8
Ko04150PI3K-Akt signaling pathway [PATH:ko04151]8
Ko04150MAPK signaling pathway [PATH:ko04010]6
Ko04013Toll and Imd signaling pathway [PATH:ko04624]6
Ko04727AMPK signaling pathway [PATH:ko04152]6
Ko05152C-type lectin receptor signaling pathway [PATH:ko04625]5
Ko00563NOD-like receptor signaling pathway [PATH:ko04621]5
Ko05012Ubiquitin mediated proteolysis [PATH:ko04120]5
Ko04010Ras signaling pathway [PATH:ko04014]5
Ko04666Endocytosis [PATH:ko04144]5
Ko04611Complement and coagulation cascades [PATH:ko04610]5
Ko04010PI3K-Akt signaling pathway [PATH:ko04151]4
Ko04370MAPK signaling pathway [PATH:ko04010]4
Ko04510Chemokine signaling pathway [PATH:ko04062]4
Ko04144Ubiquitin mediated proteolysis [PATH:ko04120]4
Ko04510MAPK signaling pathway [PATH:ko04010]4
Ko05133Complement and coagulation cascades [PATH:ko04610]4
Analysis of sequencing reads assembly quality. Contig length distribution of Trinity assembly for olive flounder. Unigenes expressed during VHSV infection in olive flounder at 13 °C and 20 °C. Three samples were screened at 4 hpi. EggNOG classification assigned to annotated unigenes. Analysis of differentially expressed genes during VHSV infection in olive flounder at 13 °C and 20 °C. Here upregulation is Group 2 > Group 1 and downregulation is Group 2 < Group 1 (p-value < 0.05). Immune signalling pathways annotated in the olive flounder head kidney transcriptome.

Experimental design, materials and methods

Experimental animals

Olive flounder of average weight 39.7 g were purchased from a commercial fish farm (Geoje Island) without any history of VHSV. Animals were maintained at 11–13 °C, and acclimated for one week.

Viral challenge, preparation of mRNA library and RNA seq

The fish of each groups were intraperitoneally injected (Isolate: FDC-VHS2014-5) with a VHSV dose of 1×104 TCID50 per fish or control media in 0.1 ml and acclimatized at 13 and 20 °C, separately. Total RNA was isolated from the head kidney of three individual VHSV-infected olive flounder cultured on 13 and 20 °C. At 4 h post infection, three individuals were randomly collected from each group and head kidneys were excised for gene expression analysis. Kidney tissue samples were stored at −80 °C until RNA isolation. Total RNA was isolated using a standard Trizol extraction protocol (Invitrogen, Germany) according to the manufacturer׳s instructions. The concentration and integrity of the RNA were assessed with a Thermo Scientific NanoDrop 8000 Spectrophotometer and Agilent 2100 Bioanalyzer, respectively. RNA with an OD260/280≥1.8 and an RNA integrity number ≥7.0 was used in subsequent experiments. Equal amounts of high quality RNA from each sample were then used separately for cDNA synthesis and sequencing. The cDNA library was prepared with ~1.0 μg of total RNA following manufacturer׳s recommendations of TrueSeq RNA library Preparation Kit (Illumina, USA). The library was then amplified, and the final library yielded ~ 500 ng of cDNA with an average fragment size of ~ 350 bp. The resulting cDNA libraries were then paired-end sequenced (2 × 100 bp) with HiSeq. 2500 platform (Illumina, USA). All sequencing reads were deposited in the NCBI Sequence Read Archive (SRA) under the accession number SRP102673.

Transcriptome de novo assembly, annotation and differential expression

The raw reads of fastq format were undergone pre-processing and high quality sequences were subject to de novo assembly using Trinity software [2]. The assembled unigenes were BLASTX mapped against NCBI non redundant protein and swiss-prot databases. Gene ontology (GO) terms were assigned to each unigene based on the GO terms annotated to its corresponding homologs. The differential expression of unigenes were analyzed by aligning individual sample reads with reference transcriptome using Bowtie2 [3]. Moreover, unigenes were assigned to biochemical pathways according to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database using BLASTX, followed by retrieving KEGG Orthology (KO) information. Additionally, the Clusters of Orthologous Groups (COG) screening was performed using the eggNOG database [4].
Subject areaBiology
More specific subject areaTranscriptomics
Type of dataTranscriptome sequences
How data was acquiredIllumina HiSeq. 2500
Data formatRaw data (FASTQ)
Experimental factorsOlive flounder were infected with VSHV at 13 and 20 °C. Samples of head kidney was collected at 4 h post infection
Experimental featuresDEGs of olive flounder at 13 and 20 °C post VHSV infection
Sample source locationNational Institute of Fisheries Science, Busan, South Korea
Data accessibilityData is available in the article and at: https://www.ncbi.nlm.nih.gov//bioproject/PRJNA379500
  4 in total

1.  Fast gapped-read alignment with Bowtie 2.

Authors:  Ben Langmead; Steven L Salzberg
Journal:  Nat Methods       Date:  2012-03-04       Impact factor: 28.547

2.  Temperature-dependent immune response of olive flounder (Paralichthys olivaceus) infected with viral hemorrhagic septicemia virus (VHSV).

Authors:  Jee Youn Hwang; Kesavan Markkandan; Kyudong Han; Mun Gyeong Kwon; Jung Soo Seo; Seung-Il Yoo; Seong Don Hwang; Bo Young Ji; Maeng-Hyun Son; Jun-Hyung Park
Journal:  Genes Genomics       Date:  2017-12-01       Impact factor: 1.839

3.  Full-length transcriptome assembly from RNA-Seq data without a reference genome.

Authors:  Manfred G Grabherr; Brian J Haas; Moran Yassour; Joshua Z Levin; Dawn A Thompson; Ido Amit; Xian Adiconis; Lin Fan; Raktima Raychowdhury; Qiandong Zeng; Zehua Chen; Evan Mauceli; Nir Hacohen; Andreas Gnirke; Nicholas Rhind; Federica di Palma; Bruce W Birren; Chad Nusbaum; Kerstin Lindblad-Toh; Nir Friedman; Aviv Regev
Journal:  Nat Biotechnol       Date:  2011-05-15       Impact factor: 54.908

4.  eggNOG 4.5: a hierarchical orthology framework with improved functional annotations for eukaryotic, prokaryotic and viral sequences.

Authors:  Jaime Huerta-Cepas; Damian Szklarczyk; Kristoffer Forslund; Helen Cook; Davide Heller; Mathias C Walter; Thomas Rattei; Daniel R Mende; Shinichi Sunagawa; Michael Kuhn; Lars Juhl Jensen; Christian von Mering; Peer Bork
Journal:  Nucleic Acids Res       Date:  2015-11-17       Impact factor: 16.971

  4 in total

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