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Methylome and Transcriptome-Based Integration Analysis Identified Molecular Signatures Associated With Meningitis
Ling Guo1,2, Hongxing Cheng1,2, Shulin Fu1,2
1Hubei Key Laboratory of Animal Nutrition and Feed Science, Wuhan Polytechnic University, Wuhan, China.
Abstract:
Glaesserella parasuis (G. parasuis) can elicit serious inflammatory responses and cause meningitis in piglets. Previous epigenetic studies have indicated that alterations in host DNA methylation may modify the inflammatory response to bacterial infection. However, to date, genome-wide analysis of the DNA methylome during meningitis caused by G. parasuis infection is still lacking. In this study, we employed an unbiased approach using deep sequencing to profile the DNA methylome and transcriptome from G. parasuis infected porcine brain (cerebrum) and integrated the data to identify key differential methylation regions/sites involved in the regulation of the inflammatory response. Results showed that DNA methylation patterns and gene expression profiles from porcine brain were changed after G. parasuis infection. The majority of the altered DNA methylation regions were found in the intergenic regions and introns and not associated with CpG islands, with only a low percentage occurring at promoter or exon regions. Integrated analysis of the DNA methylome and transcriptome identified a number of inversely and positively correlated genes between DNA methylation and gene expression, following the criteria of |log2FC| > 0.5, |diffMethy| > 0.1, and P < 0.05. Differential expression and methylation of two significant genes, semaphoring 4D (SEMA4D) and von Willebrand factor A domain containing 1 (VWA1), were validated by qRT-PCR and bisulfite sequencing. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses demonstrated that DNA methylation inversely correlated genes in G. parasuis infected porcine brains were mainly involved with cell adhesion molecules (CAMs), bacterial invasion of epithelial cells, RIG-1-like receptor signaling pathways, and hematopoietic cell lineage signaling pathways. In addition, a protein-protein interaction network of differentially methylated genes found potential candidate molecular interactions relevant to the pathology of G. parasuis infection. To the best of our knowledge, this is the first attempt to integrate the DNA methylome and transcriptome data from G. parasuis infected porcine brains. Our findings will help understanding the contribution of genome-wide DNA methylation to the pathogenesis of meningitis in pigs and developing epigenetic biomarkers and therapeutic targets for the treatment of G. parasuis induced meningitis.
Insights
This study reveals how DNA methylation changes in pig brains during Glaesserella parasuis infection impact gene expression and inflammation. Findings identify potential epigenetic biomarkers for meningitis treatment.
Area of Science:
- Epigenetics and Genomics
- Veterinary Pathology
- Infectious Disease Research
Background:
- Glaesserella parasuis (G. parasuis) infection causes meningitis and inflammation in piglets.
- Host DNA methylation alterations may influence inflammatory responses to bacterial infections.
- Genome-wide DNA methylome analysis during G. parasuis meningitis is currently lacking.
Purpose of the Study:
- To profile the DNA methylome and transcriptome in G. parasuis-infected porcine brains.
- To integrate methylome and transcriptome data to identify differential methylation sites regulating inflammation.
- To understand the role of epigenetics in G. parasuis-induced meningitis pathogenesis.
Main Methods:
- Deep sequencing was used to profile the DNA methylome and transcriptome of infected porcine brains.
- Integrated analysis identified genes with differential DNA methylation and expression (|log2FC| > 0.5, |diffMethy| > 0.1, P < 0.05).
- Quantitative reverse transcription PCR (qRT-PCR) and bisulfite sequencing validated key gene changes (SEMA4D, VWA1).
Main Results:
- G. parasuis infection altered DNA methylation patterns and gene expression profiles in porcine brains.
- Most altered DNA methylation regions were in intergenic regions and introns, not CpG islands or promoters.
- Integrated analysis revealed inversely and positively correlated genes, with pathways including cell adhesion molecules and bacterial invasion.
Conclusions:
- This is the first study to integrate DNA methylome and transcriptome data for G. parasuis-infected porcine brains.
- Findings highlight the contribution of genome-wide DNA methylation to meningitis pathogenesis in pigs.
- Identified epigenetic changes offer potential biomarkers and therapeutic targets for G. parasuis meningitis.
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