Identification of SNPs Related to Salmonella Resistance in Chickens Using RNA-Seq and Integrated Bioinformatics Approach.
Mashooq Ahmad DarBasharat BhatJunaid NazirAfnan SaleemTasaduq ManzoorMahak KhanZulfqarul HaqSahar Saleem BhatSyed Mudasir AhmadPublished in: Genes (2023)
Potential single nucleotide polymorphisms (SNPs) were detected between two chicken breeds ( Kashmir favorella and broiler) using deep RNA sequencing. This was carried out to comprehend the coding area alterations, which cause variances in the immunological response to Salmonella infection. In the present study, we identified high impact SNPs from both chicken breeds in order to delineate different pathways that mediate disease resistant/susceptibility traits. Samples (liver and spleen) were collected from Salmonella resistant ( K. favorella ) and susceptible (broiler) chicken breeds. Salmonella resistance and susceptibility were checked by different pathological parameters post infection. To explore possible polymorphisms in genes linked with disease resistance, SNP identification analysis was performed utilizing RNA seq data from nine K. favorella and ten broiler chickens. A total of 1778 (1070 SNPs and 708 INDELs) and 1459 (859 SNPs and 600 INDELs) were found to be specific to K. favorella and broiler, respectively. Based on our results, we conclude that in broiler chickens the enriched pathways mostly included metabolic pathways like fatty acid metabolism, carbon metabolism and amino acid metabolism (Arginine and proline metabolism), while as in K. favorella genes with high impact SNPs were enriched in most of the immune-related pathways like MAPK signaling pathway, Wnt signaling pathway, NOD-like receptor signaling pathway, etc., which could be a possible resistance mechanism against salmonella infection. In K. favorella , protein-protein interaction analysis also shows some important hub nodes, which are important in providing defense against different infectious diseases. Phylogenomic analysis revealed that indigenous poultry breeds (resistant) are clearly separated from commercial breeds (susceptible). These findings will offer fresh perspectives on the genetic diversity in chicken breeds and will aid in the genomic selection of poultry birds.
Keyphrases
- genetic diversity
- genome wide
- rna seq
- single cell
- signaling pathway
- escherichia coli
- dna methylation
- listeria monocytogenes
- heat stress
- pi k akt
- bioinformatics analysis
- protein protein
- fatty acid
- copy number
- infectious diseases
- stem cells
- nitric oxide
- epithelial mesenchymal transition
- squamous cell carcinoma
- small molecule
- gene expression
- oxidative stress
- radiation therapy
- antimicrobial resistance
- induced apoptosis
- big data
- electronic health record
- climate change
- artificial intelligence
- endoplasmic reticulum stress
- deep learning
- high density