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Updated: Jan 26, 2026

Simultaneous Study of the Recruitment of Monocyte Subpopulations Under Flow In Vitro
Published on: November 26, 2018
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.
Abstract:
Dyslipidemia is associated with a low-grade inflammatory process modified by the immune response, mainly monocytes and macrophages. Metabolically activated macrophages (characterized by the expression of CD36, ABCA1 and PLIN2 receptors, and by exhibit trimethylation of the lysine 4 and 27 of the histone 3) have been implicated in obesity and dyslipidemia. However, it has not been reported a population of circulating monocytes with the same phenotype. We hypothesized that continuous exposure to low-density lipoproteins (LDL-c) induces epigenetic changes in monocytes, leading to their polarization into metabolically activated macrophages. We investigated the phenotypic expression of circulating monocyte and macrophage subsets in 23 individuals living with LDL-c dyslipidemia. Using dimensionality reduction and clustering algorithms within a comprehensive analytical model, we analyzed flow cytometry data to evaluate epigenetic changes, specifically H3K4me3 and H3K27me3, in clustered subsets. This model allowed us to identify two statistically significant phenotypes of metabolically activated monocytes that were more prevalent in dyslipidemia patients than in controls, exhibiting distinct expression levels of trimethylation of the lysine 4 and 27 of the histone 3. This approach allowed us to delineate different monocyte and macrophages associated to the metabolically activated phenotype in dyslipidemia.
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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06:28A Simple Flow Cytometric Method to Measure Glucose Uptake and Glucose Transporter Expression for Monocyte Subpopulations in Whole Blood
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