Investigation of lncRNA in Bos taurus Mammary Tissue during Dry and Lactation Periods.
Alexis MarceauJunjian WangVictoria IqbalJicai JiangGeorge E LiuLi MaPublished in: Genes (2023)
This study aims to collect RNA-Seq data from Bos taurus samples representing dry and lactating mammary tissue, identify lncRNA transcripts, and analyze findings for their features and functional annotation. This allows for connections to be drawn between lncRNA and the lactation process. RNA-Seq data from 103 samples of Bos taurus mammary tissue were gathered from publicly available databases (60 dry, 43 lactating). The samples were filtered to reveal 214 dry mammary lncRNA transcripts and 517 lactating mammary lncRNA transcripts. The lncRNAs met common lncRNA characteristics such as shorter length, fewer exons, lower expression levels, and less sequence conservation when compared to the genome. Interestingly, several lncRNAs showed sequence similarity to genes associated with strong hair keratin intermediate filaments. Human breast cancer research has associated strong hair keratin filaments with mammary tissue cellular resilience. The lncRNAs were also associated with several genes/proteins that linked to pregnancy using expression correlation and gene ontology. Such findings indicate that there are crucial relationships between the lncRNAs found in mammary tissue and the development of the tissue, to meet both the animal's needs and our own production needs; these relationships should be further investigated to ensure that we continue to breed the most resilient, efficient dairy cattle.
Keyphrases
- rna seq
- single cell
- dairy cows
- long non coding rna
- genome wide identification
- poor prognosis
- genome wide
- long noncoding rna
- endothelial cells
- network analysis
- gene expression
- depressive symptoms
- electronic health record
- magnetic resonance imaging
- binding protein
- transcription factor
- mass spectrometry
- tyrosine kinase
- deep learning
- social support
- preterm birth
- copy number