Abstract

Abstract Staphylococcus aureus (S. aureus) is one of the most prevalent pathogens of bovine subclinical mastitis and a challenging pathogen in dairy production. DNA methylation involvement in regulating mammary gland inflammatory defense has been documented. This study adopted whole genome bisulfite sequencing and RNA-sequencing technologies to profile the genome-wide DNA methylation and transcriptome landscapes, respectively, of milk somatic cells (MSCs) from 15 cows with S. aureus-induced subclinical mastitis (SACs) and 13 healthy cows (HCs). Bioinformatics processing of data with standard tools indicated that the global DNA methylation patterns of MSCs demonstrated inverse correlations between gene expression and DNA methylation levels at promoter, first exon and first intron regions, suggesting potential regulatory roles of DNA methylation in transcriptional activities. Totally, 26,289 differential methylation regions (DMRs) were identified between SACs and HCs (1,000 bp window, 1,000 bp step, q-value < 0.05, >20% methylation difference and ≥3 differentially methylated cytosines). A total of 887, 334 and 3,414 DMRs were overlapped with promoter, first exon, and first intron regions, respectively, including 363 DMRs harboring transcription start sites. Among them, the methylation levels of 956 DMRs were strongly correlated with the expression levels of their overlapped genes (|Spearman’s correlation coefficient| >0.5, adjusted-p-value< 0.05). Functional annotation of the overlapped genes indicated significant (adjusted-p-value < 0.05) enrichment in 18 GO terms and 1 KEGG pathway related to cellular activities, notably in cell migration, epithelial cell differentiation and tight junction, among others (Figure 1). These results suggest the involvement of DNA methylation in mammary gland defense against S. aureus-invasion. Applying DIABLO method to integrate correlated DMRs and genes, a total of 20 DMR and 10 gene candidate markers were found to discriminate SACs from HCs. The identified candidate markers could serve as reference for enhancing breeding for mastitis resistance and for developing new mastitis management strategies.

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.