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Next Generation Sequencing Facilitates Quantitative Analysis during avian leukosis virus, subgroup J-induced tumorigenesis in chickens

ABSTRACT: We generated ribominus RNA sequencing data from three normal chicken spleen tissues and three ALV-J-infected chicken spleen tissues. We examined the expression of mRNAs in the spleens of 20-week-old chickens infected with ALV-J and uninfected chickens. 1723 mRNAs in the spleen showed differentially expressed between the uninfected and infected groups with a fold change ≥ 2 and P value < 0.05. Altered expression of several genes was confirmed with qRT–PCR, demonstrating the high degree of sensitivity of the RNA-seq method. Hierarchical clustering, enrichment analysis of differentially expressed genes uncovered several tumor-associated or immune-related genes that may contribute to ALV-J-induced tumorigenesis in chicken.

ORGANISM(S): Gallus gallus

PROVIDER: GSE118752 | GEO | 2018/08/21

REPOSITORIES: GEO

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Project description:Purpose: The goals of this study are to investigate the differentially expressed miRNAs between ALV-J infected (WRR+) and uninfected (WRR-)chickens spleens by Illumina deep sequencing. Methods: 140-day-old female chickens of White Recessive Rock (WRR) were confirmed as J subgroup avian leukosis virus (ALV-J) infection. Total RNA from three ALV-J-infected spleens (designated: WRR1+, WRR2+, WRR3+) and three uninfected normal spleen samples (designated: WRR1-, WRR2-, WRR3-) was isolated by TRIzol following the manufacturer’s instruction (Invitrogen, CA, USA). RNA samples of three individuals within each group were pooled with equal amounts, and then were subjected to Illumina deep sequencing by Illumina Hiseq 2500. Results: After raw data filtered, 12,150,275 and 15,227,930 reads of 18-32 bp, representing 569,847 and 543,062 unique sequences, were obtained for WRR- and WRR+ libraries, respectively. Through blasting with the chicken reference genome, 360,180 WRR- sequences and 327,391 WRR+ sequences, which accounted for more than 60% of the unique sequences, were perfectly matched.To analyze the miRNA detection efficiency of Illimuna deep sequencing, all the clean reads were blasted with the Rfam data base 10.1, annotated and then removed rRNA, tRNA, snoRNA and other snRNAs. The annotation results revealed that miRNAs accounted for more than 68% of all clean reads in the WRR− and WRR+ libraries. In this study, a total of 476 miRNAs were identified after compared the unique sequences against the chicken miRNAs precursors in miRBase 18.0. Base on unique sequences matched counts, 167 differential expression miRNAs were identified by DEGseq package using Benjamini-q-value of 0.001 as a cut-off. In ALV-J infected spleens, 83 miRNAs showed up-regulated expression and 84 were down-regulated when compared to uninfected samples. Conclusions: Our study represents the first time to analysis of miRNA Expression in Spleen of J Subgroup Avian Leukosis Virus (ALV-J) Infected (WRR+) and Uninfected (WRR-) Broilers. A total of 167 miRNAs were found to be differentially expressed in ALV-J infected spleens when compared to uninfected chickens. These miRNAs can be considered as candidates for further study ALV-J invasion.

Project description:Purpose: The goals of this study are to investigate the differentially expressed genes between ALV-J infected (WRR+) and uninfected (WRR-)chickens spleens by Illumina deep sequencing. Methods: 140-day-old female chickens of White Recessive Rock (WRR) were confirmed as J subgroup avian leukosis virus (ALV-J) infection. Total RNA from three ALV-J-infected spleens (designated: WRR1+, WRR2+, WRR3+) and three uninfected normal spleen samples (designated: WRR1-, WRR2-, WRR3-) was isolated by TRIzol following the manufacturer’s instruction (Invitrogen, CA, USA). RNA samples of three individuals within each group were pooled with equal amounts, and then were subjected to Illumina deep sequencing by Illumina Genome Analyzer IIx. Results: Through raw data processed, 49,979,648 and 43,704,401 clean reads with an average length of 101 bp, which represented total residues of 4,859,084,087 and 4,238,826,168 bp, were obtained for WRR- and WRR+ libraries, respectively. Subsequently, the clean reads in the two libraries were assembled. Altogether, 121,493 contigs were assembled with an average length of 927 bp (ranged from 300 bp to 23,402 bp), leading to generation of 82,829 unigenes. The length of unigenes varied from 351 bp to 28,928 bp, with an average length of 1,155 bp. Based on the FPKM value of each gene, 252 DEGs were identified by DEGseq package using Benjamini-q-value of 0.05 as a cut-off. In ALV-J infected spleens, 90 genes showed up-regulated and 162 showed down-regulated expression when compared to uninfected samples. Conclusions: Our study represents the first time to elucidate the ALV-J infected chickens’spleens at the transcription level by RNA-seq technology. A total of 252 genes were found to be differentially expressed in ALV-J infected spleens when compared to uninfected chickens. These genes can be considered as candidates for further study ALV-J invasion. Spleen mRNA profiles of 140-day-old ALV-J infected (WRR+) and uninfected (WRR-) female chickens of White Recessive Rock were generated by deep sequencing, using Illumina Genome Analyzer IIx.

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Next Generation Sequencing Facilitates Quantitative Analysis during avian leukosis virus, subgroup J-induced tumorigenesis in chickens

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