Study / S4T2TUTVA2022-08-25

ATAC-STARR-seq reveals transcription factor–bound activators and silencers within chromatin-accessible regions of the human genome

Tyler J. Hansen, Emily Hodges

About this study

Massively parallel reporter assays (MPRAs) test the capacity of putative gene regulatory elements to drive transcription on a genome-wide scale. Most gene regulatory activity occurs within accessible chromatin, and recently described methods have combined assays that capture these regions—such as assay for transposase-accessible chromatin using sequencing (ATAC-seq)—with self-transcribing active regulatory region sequencing (STARR-seq) to selectively assay the regulatory potential of accessible DNA (ATAC-STARR-seq). Here, we report an integrated approach that quantifies activating and silencing regulatory activity, chromatin accessibility, and transcription factor (TF) occupancy with one assay using ATAC-STARR-seq. Our strategy, including important updates to the ATAC-STARR-seq assay and workflow, enabled high-resolution testing of ∼50 million unique DNA fragments tiling ∼101,000 accessible chromatin regions in human lymphoblastoid cells. We discovered that 30% of all accessible regions contain an activator, a silencer, or both. Although few MPRA studies have explored silencing activity, we demonstrate that silencers occur at similar frequencies to activators, and they represent a distinct functional group enriched for unique TF motifs and repressive histone modifications. We further show that Tn5 cut-site frequencies are retained in the ATAC-STARR plasmid library compared to standard ATAC-seq, enabling TF occupancy to be ascertained from ATAC-STARR data. With this approach, we found that activators and silencers cluster by distinct TF footprint combinations, and these groups of activity represent different gene regulatory networks of immune cell function. Altogether, these data highlight the multilayered capabilities of ATAC-STARR-seq to comprehensively investigate the regulatory landscape of the human genome all from a single DNA fragment source.

Full author list & citation

Tyler J. Hansen, Emily Hodges. ATAC-STARR-seq reveals transcription factor–bound activators and silencers within chromatin-accessible regions of the human genome. 2022-08-25. https://doi.org/10.1101/gr.276766.122

Experiments 1

E08HMDWSQ

GM12878 ATAC-STARR-seq accessible chromatin regulatory activity

Three biological GM12878 replicate pairs (reisolated plasmid DNA and reporter RNA) assayed a Tn5-selected library of approximately 50 million unique accessible DNA fragments tiling approximately 101,000 hg38 accessible chromatin peaks. The processed table contains the study's nonredundant sliding-window active and silent regions, with the mean log2 RNA/DNA score and annotations to the deposited accessible peak set.

ATAC-STARR-seqHumanhg38
Explore data

Raw source data 12 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 12 files (ZIP)GSE181317_family.soft.gzGSE181317_GM12878_accessible-peaks_genrich.narrowPeak.gzGSE181317_GM12878_active_bins.bed.gzGSE181317_GM12878_active_regions.bed.gzGSE181317_GM12878_silent_bins.bed.gzGSE181317_GM12878_silent_regions.bed.gzHodgesGenomicsLab_ATAC-STARR-seq-main.zipsupp_32_8_1529__DC1.htmlsupp_gr.276766.122_Supplemental_code.zipsupp_gr.276766.122_Supplemental_Materials.pdfsupp_gr.276766.122_Supplemental_Protocol.pdfsupp_gr.276766.122_Supplemental_Table_S4.xlsx

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