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- Open Access
Analysis of equine protein-coding gene structure and expression by RNA-sequencing
BMC Bioinformatics volume 11, Article number: O8 (2010)
RNA-sequencing (RNA-seq) data from eight equine tissue samples (34-day whole embryo, full term placental villous, adult testes, adult cerebellum, adult articular cartilage, adult LPS-stimulated articular cartilage, adult synovial membrane, and adult LPS-stimulated synovial membrane) were used to refine the structural annotation of protein-coding genes in the horse and for a preliminary assessment of tissue-specific expression patterns.
Materials and methods
A consensus set of equine protein-coding gene structures was defined by consolidation of gene sets predicted by Ensembl and NCBI (containing 20,322 and 17,610 genes respectively) and structural annotation derived from the RNA-seq experiments. First, the genomic locus data and intervals for the genes predicted by Ensembl and NCBI were combined. Overlapping loci from the two gene sets were analyzed by calculating the intersection and union of their respective coding (exon) sequences to determine if they represented the same gene. Next, structural boundaries for the resulting loci were compared to 75,116 expressed structures defined by the RNA-seq tag alignments. Experimentally derived RNA-seq annotation superceded the in silico predictions in reaching consensus gene models. For loci where RNA-seq derived structures could not be generated, the longest consensus model from the in silico predictions was used. In the opposite situation, RNA-seq data identified 215 transcriptional units with strong homology to known mammalian gene sequences, but not included in the in silico equine gene sets. Gene symbols were assigned to the consensus models based on the established Ensembl and NCBI annotations. The resulting consensus gene set currently contains 20,302 protein-coding genes.
Results and conclusion
Relative expression levels between tissues were determined for 17,270 of the consensus genes that do not structurally overlap with other protein-coding genes in the equine genome. Expression values were calculated by taking the sum of hits (individual basepair coverage) generated by the tags that aligned to a gene’s coding region and dividing it by the cDNA length. All values were normalized to the total number of hits generated for that tissue sample. The number of genes expressed by individual tissues ranged from 9,716 (56.3%) to 12,038 (69.9%) [mean = 11,163 (64.6%)]. Gene ontology annotation was used to evaluate the functional and structural categories of genes expressed in either a stable or tissue-restricted pattern.
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Cite this article
Coleman, S.J., Zeng, Z., Liu, J. et al. Analysis of equine protein-coding gene structure and expression by RNA-sequencing. BMC Bioinformatics 11, O8 (2010). https://0-doi-org.brum.beds.ac.uk/10.1186/1471-2105-11-S4-O8
- Articular Cartilage
- Synovial Membrane
- Consensus Model
- Gene Ontology Annotation
- Structural Annotation