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A Simple Flow Cytometric Method to Measure Glucose Uptake and Glucose Transporter Expression for Monocyte Subpopulations in Whole Blood
Published on: August 12, 2016
Glucocorticoid-driven gene expression in circulating monocytes and neutrophils in health and severe inflammation
Arthur Molendijk1, Leo Koenderman2
1Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, the Netherlands.
Abstract:
Glucocorticoids (GCs) are used as anti-inflammatory and immunosuppressive drugs in many immune mediated diseases, but their use in sepsis and shock is controversial. This is caused in part by a lack of information regarding the responding cell types and GC-regulated genes in vivo. We used large collections of public blood transcriptomic datasets and different GC-induced query genes to obtain 2 robust gene expression correlation signatures of GC induction, either in the absence or in the presence of severe inflammation. GC signature 1 originated from circadian cortisol with biases for gene expression in natural killer cells and neutrophils. GC signature 2 originated from GC in severe inflammation, mainly with biases for gene expression in monocytes and neutrophils. Many genes upregulated by GC treatment in septic shock and burn shock were also present as high-ranking genes in GC signatures, which pointed to their direct regulation by GC. Robust GC signatures were also obtained from dataset collections of different tissues for comparison, and of monocytes and neutrophils, separately. Gene induction by GC was put into a wider framework of gene expression in circulating monocytes and neutrophils in health and during systemic inflammation, which included macrophage-like cells and a hypoxia-related gene expression signature in monocytes in severe inflammation. We present and interpret a large number of GC-regulated genes in different blood cells and tissues in vivo and select 2 whole blood transcriptomic biomarker gene sets, GC-1 and GC-2, for monitoring cortisol action in health and in severe inflammation, respectively.
Insights
Glucocorticoids (GCs) impact immune cells differently depending on inflammation. This study identifies two gene signatures (GC-1 and GC-2) to monitor GC effects in blood, aiding treatment decisions.
Area of Science:
- Immunology
- Genomics
- Pharmacology
Background:
- Glucocorticoids (GCs) are widely used anti-inflammatory and immunosuppressive drugs.
- Their efficacy and safety in sepsis and shock remain controversial due to limited understanding of cellular responses and gene regulation in vivo.
- Identifying specific GC-regulated genes and cell types is crucial for optimizing their use.
Purpose of the Study:
- To identify robust gene expression signatures of glucocorticoid (GC) induction in vivo.
- To characterize GC-regulated genes and responding cell types in both healthy and inflamed states.
- To develop transcriptomic biomarker gene sets for monitoring GC action.
Main Methods:
- Analysis of large public blood transcriptomic datasets.
- Utilized query genes related to GC induction under varying inflammatory conditions.
- Developed gene expression correlation signatures (GC signature 1 and GC signature 2).
- Compared whole blood signatures with tissue-specific and cell-specific datasets (monocytes, neutrophils).
Main Results:
- Identified two distinct GC-induced gene expression signatures: GC signature 1 (circadian cortisol, NK cells, neutrophils) and GC signature 2 (severe inflammation, monocytes, neutrophils).
- Found significant overlap between upregulated genes in GC-treated septic and burn shock patients and the derived GC signatures, suggesting direct GC regulation.
- Established GC signatures in various tissues and isolated monocytes/neutrophils, providing a broader framework of GC effects in health and inflammation.
Conclusions:
- GCs exert distinct regulatory effects on different blood cell types, varying with inflammatory status.
- Developed two whole blood transcriptomic biomarker gene sets (GC-1 and GC-2) for monitoring cortisol action in health and severe inflammation, respectively.
- These signatures offer valuable tools for understanding GC mechanisms and guiding clinical applications in immune-mediated diseases and critical illness.
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