Transcriptional Signatures of Domestication Revealed through Meta-Analysis of Pig, Chicken, Wild Boar, and Red Junglefowl Gene Expression Data.
Motoki UnoHidemasa BonoPublished in: Animals : an open access journal from MDPI (2024)
Domesticated animals have undergone significant changes in their behavior, morphology, and physiological functions during domestication. To identify the changes in gene expression associated with domestication, we collected the RNA-seq data of pigs, chickens, wild boars, and red junglefowl from public databases and performed a meta-analysis. Gene expression was quantified, and the expression ratio between domesticated animals and their wild ancestors (DW-ratio) was calculated. Genes were classified as "upregulated", "downregulated", or "unchanged" based on their DW-ratio, and the DW-score was calculated for each gene. Gene set enrichment analysis revealed that genes upregulated in pigs were related to defense from viral infection, whereas those upregulated in chickens were associated with aminoglycan and carbohydrate derivative catabolic processes. Genes commonly upregulated in pigs and chickens are involved in the immune response, olfactory learning, epigenetic regulation, cell division, and extracellular matrix. In contrast, genes upregulated in wild boar and red junglefowl are related to stress response, cell proliferation, cardiovascular function, neural regulation, and energy metabolism. These findings provide valuable insights into the genetic basis of the domestication process and highlight potential candidate genes for breeding applications.
Keyphrases
- genome wide
- gene expression
- dna methylation
- single cell
- genome wide identification
- rna seq
- extracellular matrix
- copy number
- cell proliferation
- immune response
- genome wide analysis
- bioinformatics analysis
- transcription factor
- electronic health record
- healthcare
- poor prognosis
- big data
- genetic diversity
- mental health
- machine learning
- toll like receptor
- risk assessment
- inflammatory response
- emergency department
- artificial intelligence
- oxidative stress
- heat shock
- human health