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Omics · study · 2026

DNA methylation hotspots reveal a critical window of susceptibility for growth and disease resilience in preweaning dairy calves

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Background

The preweaning period in dairy calves represents a critical window of susceptibility during which physiological stressors can induce lasting phenotypic shifts in growth and disease resilience. To investigate the epigenetic basis of this environmental programming, enzymatic methyl-sequencing (EM-seq) was performed on whole-blood DNA from 48 Holstein calves at approximately 40 days of age, stratified into resilient controls or groups exhibiting low body mass index (BMI), respiratory disease (RESP), or diarrhea (DIAR).

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Results: A genome-wide epigenetic reconfiguration distinguishing resilient from susceptible animals was identified, comprising a 58-gene multi-phenotype core of convergent methylation signals. Deconvolution analysis confirmed that these signatures were independent of leukocyte composition, reflecting intrinsic cellular reprogramming rather than cell-type shifts. The methylomic landscape was dominated by hypermethylation of genes regulating neuronal and immune excitability (DPP6, CNTNAP2) and cytoskeletal dynamics (DIAPH3), suggesting a state of leukocyte activation and impaired migration.

Furthermore, metabolic sensors (PRKAG2) and barrier integrity genes (FRMD4A) emerged as dense methylation hotspots, linking growth impairment to a thrifty metabolic phenotype and compromised mucosal repair. Conclusions: These findings suggest that the preweaning window of susceptibility can act as an immune filter, leaving a stable epigenetic memory that constrains immune plasticity and metabolic allocation, thereby offering new targets for biomarkers in livestock health.

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From keywords
Life Sciences
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Disease 75%
Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE33798514 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:diseaseenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:methylation-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title