Bioinformatic characterization and automated detection of metabolically activated monocyte subpopulations in

Ricardo Ramírez-Torres1, Silvia Guadalupe Ramírez-Segovia1, Mónica Jacqueline González-Huerta1

  • 1Immunology Department, Facultad de Medicina and Centro de Investigación en Ciencias de la Salud y Biomedicina, Universidad Autónoma de San Luis Potosí, San Luis Potosí, S.L.P, México.

Scientific Reports
|January 24, 2026
PubMed

Insights

Dyslipidemia involves inflammation and immune cells. Researchers found specific epigenetic changes in circulating monocytes, identifying two new phenotypes linked to metabolically activated macrophages in dyslipidemia patients.

Area of Science:

  • Immunology
  • Epigenetics
  • Metabolic disease

Background:

  • Dyslipidemia is linked to low-grade inflammation involving monocytes and macrophages.
  • Metabolically activated macrophages, marked by specific receptors and histone trimethylation (H3K4me3, H3K27me3), are implicated in obesity and dyslipidemia.
  • A circulating monocyte population with this activated phenotype had not been previously identified.

Purpose of the Study:

  • To investigate if continuous exposure to low-density lipoprotein cholesterol (LDL-c) induces epigenetic changes in monocytes.
  • To determine if these changes lead to monocyte polarization into metabolically activated macrophages.
  • To identify and characterize circulating monocyte and macrophage subsets in individuals with LDL-c dyslipidemia.

Main Methods:

  • Analysis of circulating monocyte and macrophage subsets in 23 individuals with LDL-c dyslipidemia.
  • Utilized flow cytometry data analyzed with dimensionality reduction and clustering algorithms.
  • Evaluated epigenetic modifications, specifically H3K4me3 and H3K27me3, in monocyte and macrophage subsets.

Main Results:

  • Identified two statistically significant phenotypes of metabolically activated monocytes.
  • These phenotypes were more prevalent in dyslipidemia patients compared to controls.
  • The identified monocyte phenotypes exhibited distinct expression levels of H3K4me3 and H3K27me3.

Conclusions:

  • Continuous LDL-c exposure may induce epigenetic changes in monocytes, promoting a metabolically activated phenotype.
  • This study delineates specific monocyte and macrophage phenotypes associated with the metabolically activated state in dyslipidemia.
  • The findings suggest a novel link between circulating monocytes, epigenetics, and dyslipidemia-associated inflammation.

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