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Background <p>Subclinical mastitis (SCM) is a major constraint in dairy production and is driven by complex host–pathogen interactions. Although transcriptional responses associated with SCM have been widely investigated, the epigenetic mechanisms that stably regulate these programs remain less well characterized, particularly in crossbred cattle populations. This study aimed to characterize DNA methylation-based regulatory networks by integrating whole-genome methylation and transcriptome data from milk somatic cells of Vrindavani (<i>Bos taurus</i> × <i>Bos indicus)</i> cattle. Whole-genome methylation (<i>n</i> = 6) and corresponding transcriptome profiling (<i>n</i> = 6) were performed on milk somatic cells from SCM-affected and healthy control cows.</p> Results <p>Differential methylation analysis (<i>q-</i>value &lt; 0.05) identified 62,940 differentially methylated cytosines (DMCs), 7,706 differentially methylated regions (DMRs), and 6,203 differentially methylated genes (DMGs), with a predominant bias toward hypomethylation in SCM. Integrative analysis using stringent thresholds for both methylation (≥ 10%) and expression change (|log₂ fold change|&#xa0;≥ 1; <i>P</i> of GMM&#xa0;&lt; 0.001) identified 1,407 differentially methylated and expressed genes (DMEGs). Functional enrichment analysis revealed 47 KEGG pathways and 30 Gene Ontology biological process terms (FDR &lt; 0.05), primarily associated with immune signaling and inflammatory responses. In contrast, a subset of DMEGs showed methylation-associated repression of lactation- and metabolism-related genes. Selected genes were experimentally validated by qPCR, including upregulation of the inflammatory mediator <i>S100A8</i> and downregulation of <i>CSN3</i> (κ-casein), a key milk protein gene.</p> Conclusions <p>These findings provide an integrated view of the DNA methylation and transcriptional landscape of SCM in milk somatic cells and demonstrate that epigenetic remodeling is associated with coordinated activation of immune pathways alongside repression of lactation-associated functions. The results contribute to understanding the molecular basis of subclinical mastitis and may inform future efforts toward biomarker development and epigenetically informed strategies for improving disease resilience in dairy cattle.</p> Graphical Abstract <p></p>

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Integrated methylome–transcriptome profiling reveals epigenetic regulation of immune activation pathways and CSN3-associated lactation repression in bovine subclinical mastitis

  • 期刊论文

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  • 发表日期：

    2026年5月10日

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  • Shraddha Dwivedi,
  • Amit Kumar,
  • Ujjwal Kumar De,
  • Anuj Chauhan,
  • Ravi Kant Agrawal,
  • Shivani Khanna,
  • Amritanshu Upadhyay,
  • Ayushi Singh,
  • Prem Chand Devatwal,
  • Triveni Dutt

摘要

Background

Subclinical mastitis (SCM) is a major constraint in dairy production and is driven by complex host–pathogen interactions. Although transcriptional responses associated with SCM have been widely investigated, the epigenetic mechanisms that stably regulate these programs remain less well characterized, particularly in crossbred cattle populations. This study aimed to characterize DNA methylation-based regulatory networks by integrating whole-genome methylation and transcriptome data from milk somatic cells of Vrindavani (Bos taurus × Bos indicus) cattle. Whole-genome methylation (n = 6) and corresponding transcriptome profiling (n = 6) were performed on milk somatic cells from SCM-affected and healthy control cows.

Results

Differential methylation analysis (q-value < 0.05) identified 62,940 differentially methylated cytosines (DMCs), 7,706 differentially methylated regions (DMRs), and 6,203 differentially methylated genes (DMGs), with a predominant bias toward hypomethylation in SCM. Integrative analysis using stringent thresholds for both methylation (≥ 10%) and expression change (|log₂ fold change| ≥ 1; P of GMM < 0.001) identified 1,407 differentially methylated and expressed genes (DMEGs). Functional enrichment analysis revealed 47 KEGG pathways and 30 Gene Ontology biological process terms (FDR < 0.05), primarily associated with immune signaling and inflammatory responses. In contrast, a subset of DMEGs showed methylation-associated repression of lactation- and metabolism-related genes. Selected genes were experimentally validated by qPCR, including upregulation of the inflammatory mediator S100A8 and downregulation of CSN3 (κ-casein), a key milk protein gene.

Conclusions

These findings provide an integrated view of the DNA methylation and transcriptional landscape of SCM in milk somatic cells and demonstrate that epigenetic remodeling is associated with coordinated activation of immune pathways alongside repression of lactation-associated functions. The results contribute to understanding the molecular basis of subclinical mastitis and may inform future efforts toward biomarker development and epigenetically informed strategies for improving disease resilience in dairy cattle.

Graphical Abstract