Abstract
Background The importance of transcription factors (TFs) and epigenetic modifications in the control of gene expression is widely accepted. However, causal relationships between changes in TF binding, histone modifications, and gene expression during the response to extracellular stimuli are not well understood. Here, we analyzed the ordering of these events on a genome-wide scale in dendritic cells (DCs) in response to lipopolysaccharide (LPS) stimulation.
Results Using a ChIP-seq time series dataset, we found that the LPS-induced accumulation of different histone modifications follow clearly distinct patterns. Increases in H3K4me3 appear to coincide with transcriptional activation. In contrast, H3K9K14ac accumulates early after stimulation, and H3K36me3 at later time points. Integrative analysis with TF binding data revealed potential links between TF activation and dynamics in histone modifications. Especially, LPS-induced increases in H3K9K14ac and H3K4me3 were associated with binding by STAT1/2, and were severely impaired in Stat1-/- cells.
Conclusions While the timing of short-term changes of some histone modifications coincides with changes in transcriptional activity, this is not the case for others. In the latter case, dynamics in modifications more likely reflect strict regulation by stimulus-induced TFs, and their interactions with chromatin modifiers.
- List of abbreviations
- BM-DC
- bone marrow-derived dendritic cells
- DC
- dendritic cell
- FDR
- false discovery rate
- GM-CSF
- granulocyte/monocyte colony stimulating factor IFN interferon
- IFNR
- interferon receptor
- KO
- knock out
- LPS
- lipopolysaccharide
- Pol2
- RNA polymerase II ppm reads per million reads
- RPKM
- reads per kilobase per million reads
- TF
- transcription factor
- TLR
- Toll-like receptor
- TSS
- transcription start site
- WCE
- whole cell extract
- WT
- wild type