PSXIV-9 Identification of Differential Methylation Regions as Candidate Discriminant Markers of Bovine Subclinical Mastitis Caused by Staphylococcus Aureus. (21st September 2022)
- Record Type:
- Journal Article
- Title:
- PSXIV-9 Identification of Differential Methylation Regions as Candidate Discriminant Markers of Bovine Subclinical Mastitis Caused by Staphylococcus Aureus. (21st September 2022)
- Main Title:
- PSXIV-9 Identification of Differential Methylation Regions as Candidate Discriminant Markers of Bovine Subclinical Mastitis Caused by Staphylococcus Aureus
- Authors:
- Wang, Mengqi
Laterrière, Mario
Dudemaine, Pier-Luc
Bissonnette, Nathalie
Gagné, David
Roy, Jean-Philippe
Peters, Sunday O
Sirard, Marc-André A
Ibeagha-Awemu, Eveline M - 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 ofAbstract: 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. … (more)
- Is Part Of:
- Journal of animal science. Volume 100(2022)Supplement 3
- Journal:
- Journal of animal science
- Issue:
- Volume 100(2022)Supplement 3
- Issue Display:
- Volume 100, Issue 3 (2022)
- Year:
- 2022
- Volume:
- 100
- Issue:
- 3
- Issue Sort Value:
- 2022-0100-0003-0000
- Page Start:
- 226
- Page End:
- 227
- Publication Date:
- 2022-09-21
- Subjects:
- differential methylation region (DMR) -- discriminant-markers -- DNA methylation -- gene expression -- mammary gland -- Staphylococcus aureus -- subclinical mastitis
Livestock -- Periodicals
Livestock
Electronic journals
Periodicals
636.005 - Journal URLs:
- https://dl.sciencesocieties.org/publications/jas/index ↗
http://www.asas.org/jas/ ↗
https://academic.oup.com/jas ↗
http://www.oxfordjournals.org/ ↗ - DOI:
- 10.1093/jas/skac247.412 ↗
- Languages:
- English
- ISSNs:
- 0021-8812
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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