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Single-cell Gene Expression Using Multiplex RT-qPCR to Characterize Heterogeneity of Rare Lymphoid Populations
Published on: January 19, 2017
Heritable single-cell gene expression states shape functional variability in innate immune responses.
Juan Alfonso Redondo1, Truong Co Nguyen1, Nissrin Alachkar2,3
1Institute of Fundamental Technological Research, Polish Academy of Sciences, ul. Pawinskiego 5b, 02-106, Warsaw, Poland.
Innate immune cells show variable responses due to heritable gene expression states. These stable or transient transcriptional states, influenced by cell density, impact infection outcomes and immune cell organization.
Area of Science:
- Immunology
- Cell Biology
- Systems Biology
Background:
- Innate immunity exhibits significant single-cell heterogeneity, but the underlying mechanisms of this variability are not fully understood.
- Understanding how gene expression variability is maintained across cell divisions is crucial for deciphering immune responses.
Purpose of the Study:
- To quantify transcriptional heritability in the Toll-like receptor (TLR) system at the single-cell level.
- To investigate how environmental context and population density influence heritable gene expression states.
- To link transcriptional heritability to functional immune outcomes and cellular organization.
Main Methods:
- Integration of transcriptomics (RNA-seq), high-content imaging, and mathematical modeling.
- Utilized RNA-seq-based fluctuation tests to identify heritable genes in clonal macrophage populations.
- Employed high-content microscopy to visualize protein-level dynamics and spatial organization.
Main Results:
- Identified a subset of Toll-like receptor 4 (TLR4)-dependent genes with stable transcriptional heritability for over 25 cell divisions.
- Observed gene-specific heritability dynamics, with CD36 showing stable, cell density-reinforced states and IL1β exhibiting transient states.
- Demonstrated that heritable states interact with population context to drive emergent spatial organization and heterogeneous infection susceptibility, exemplified by Listeria monocytogenes.
Conclusions:
- Transcriptional heritability is a key driver of innate immune heterogeneity.
- Heritable cellular states dynamically interact with population density and environmental cues to shape complex immune behaviors.
- Heritable CD36 expression directly influences macrophage susceptibility to bacterial infection, highlighting functional relevance.
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