Study / S7Z1TYV052026-05-11

Illuminating the uncharacterized regulatory genome of E. coli with massively parallel reporters

Tom Röschinger, Heun Jin Lee, Rosalind Wenshan Pan, Grace Solini, Kian Faizi et al.

About this study

All cells respond to changes in both their internal milieu and the environment around them through the regulation of their genes. Despite decades of effort, there remain huge gaps in our knowledge of both the function of many genes (the so-called y-ome) and how they adapt to changing environments via regulation. Here we describe a joint experimental and theoretical dissection of the regulation of a broad array of more than 100 biologically interesting genes in E. coli across 39 diverse environments, enabling us to identify the binding sites and transcription factors that mediate regulatory control. Using a combination of mutagenesis, massively parallel reporter assays, mass spectrometry, and tools from information theory and statistical physics, we go from complete ignorance of a promoter’s environment-dependent regulatory architecture to a quantitative description of its binding sites, candidate transcription factors that bind them where identifiable, and the conditions under which they act. As proof of principle of the biological insights to be gained from such a study, we chose a combination of genes from the y-ome, toxin-antitoxin pairs, and genes hypothesized to be part of regulatory modules; we discovered a host of new insights into their underlying regulatory landscape and resulting biological function. We highlight discoveries for y-ome genes, including transcription start sites and transcription factor binding sites at base-pair resolution, and their dependence on growth conditions.

Full author list & citation

Tom Röschinger, Heun Jin Lee, Rosalind Wenshan Pan, Grace Solini, Kian Faizi, Baiyi Quan, Tsui-Fen Chou, Madhav Mani, Stephen Quake, Rob Phillips. Illuminating the uncharacterized regulatory genome of E. coli with massively parallel reporters. 2026-05-11. https://doi.org/10.1101/2025.05.13.653802

Experiments 1

E7J3WPJXM

Genome-integrated Reg-Seq MPRA across 39 E. coli environments

A pooled library of 178,619 designed variants covering 119 promoter constructs was mutagenized across 160 bp windows, linked to 20 bp barcodes, and integrated into the E. coli chromosome. DNA and cDNA barcode sequencing was performed for 39 growth conditions in two or three biological replicates; this package aggregates the authors' 88 paired processed condition-replicate summaries into one position-by-condition table.

Targeted Genomic Integration MPRANCBITaxon:511145U00096.3
Explore data

Raw source data 187 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 187 files (ZIP)accession_numbers.txtcondition_manifest.csvexpression_shifts/1-1_exshifts.csvexpression_shifts/1-2_exshifts.csvexpression_shifts/10-1_exshifts.csvexpression_shifts/10-2_exshifts.csvexpression_shifts/11-1_exshifts.csvexpression_shifts/11-2_exshifts.csvexpression_shifts/12-1_exshifts.csvexpression_shifts/12-2_exshifts.csvexpression_shifts/13-1_exshifts.csvexpression_shifts/13-2_exshifts.csvexpression_shifts/13-3_exshifts.csvexpression_shifts/14-1_exshifts.csvexpression_shifts/14-2_exshifts.csvexpression_shifts/14-3_exshifts.csvexpression_shifts/15-1_exshifts.csvexpression_shifts/15-2_exshifts.csvexpression_shifts/15-3_exshifts.csvexpression_shifts/16-1_exshifts.csvexpression_shifts/16-2_exshifts.csvexpression_shifts/17-1_exshifts.csvexpression_shifts/17-2_exshifts.csvexpression_shifts/18-1_exshifts.csvexpression_shifts/18-2_exshifts.csvexpression_shifts/19-1_exshifts.csvexpression_shifts/19-2_exshifts.csvexpression_shifts/19-3_exshifts.csvexpression_shifts/2-1_exshifts.csvexpression_shifts/2-2_exshifts.csvexpression_shifts/20-1_exshifts.csvexpression_shifts/20-2_exshifts.csvexpression_shifts/21-1_exshifts.csvexpression_shifts/21-2_exshifts.csvexpression_shifts/22-1_exshifts.csvexpression_shifts/22-2_exshifts.csvexpression_shifts/22-3_exshifts.csvexpression_shifts/23-1_exshifts.csvexpression_shifts/23-2_exshifts.csvexpression_shifts/24-1_exshifts.csvexpression_shifts/24-2_exshifts.csvexpression_shifts/25-1_exshifts.csvexpression_shifts/25-2_exshifts.csvexpression_shifts/25-3_exshifts.csvexpression_shifts/28-1_exshifts.csvexpression_shifts/28-2_exshifts.csvexpression_shifts/29-1_exshifts.csvexpression_shifts/29-2_exshifts.csvexpression_shifts/3-1_exshifts.csvexpression_shifts/3-2_exshifts.csvexpression_shifts/30-1_exshifts.csvexpression_shifts/30-2_exshifts.csvexpression_shifts/31-1_exshifts.csvexpression_shifts/31-2_exshifts.csvexpression_shifts/31-3_exshifts.csvexpression_shifts/32-1_exshifts.csvexpression_shifts/32-2_exshifts.csvexpression_shifts/33-1_exshifts.csvexpression_shifts/33-2_exshifts.csvexpression_shifts/34-1_exshifts.csvexpression_shifts/34-2_exshifts.csvexpression_shifts/35-1_exshifts.csvexpression_shifts/35-2_exshifts.csvexpression_shifts/36-1_exshifts.csvexpression_shifts/36-2_exshifts.csvexpression_shifts/37-1_exshifts.csvexpression_shifts/37-2_exshifts.csvexpression_shifts/38-1_exshifts.csvexpression_shifts/38-2_exshifts.csvexpression_shifts/38-3_exshifts.csvexpression_shifts/39-1_exshifts.csvexpression_shifts/39-2_exshifts.csvexpression_shifts/4-1_exshifts.csvexpression_shifts/4-2_exshifts.csvexpression_shifts/4-3_exshifts.csvexpression_shifts/40-1_exshifts.csvexpression_shifts/40-2_exshifts.csvexpression_shifts/40-3_exshifts.csvexpression_shifts/41-1_exshifts.csvexpression_shifts/41-2_exshifts.csvexpression_shifts/5-1_exshifts.csvexpression_shifts/5-2_exshifts.csvexpression_shifts/6-1_exshifts.csvexpression_shifts/6-2_exshifts.csvexpression_shifts/7-1_exshifts.csvexpression_shifts/7-2_exshifts.csvexpression_shifts/8-1_exshifts.csvexpression_shifts/8-2_exshifts.csvexpression_shifts/9-1_exshifts.csvexpression_shifts/9-2_exshifts.csvfootprints/1-1_footprints.csvfootprints/1-2_footprints.csvfootprints/10-1_footprints.csvfootprints/10-2_footprints.csvfootprints/11-1_footprints.csvfootprints/11-2_footprints.csvfootprints/12-1_footprints.csvfootprints/12-2_footprints.csvfootprints/13-1_footprints.csvfootprints/13-2_footprints.csvfootprints/13-3_footprints.csvfootprints/14-1_footprints.csvfootprints/14-2_footprints.csvfootprints/14-3_footprints.csvfootprints/15-1_footprints.csvfootprints/15-2_footprints.csvfootprints/15-3_footprints.csvfootprints/16-1_footprints.csvfootprints/16-2_footprints.csvfootprints/17-1_footprints.csvfootprints/17-2_footprints.csvfootprints/18-1_footprints.csvfootprints/18-2_footprints.csvfootprints/19-1_footprints.csvfootprints/19-2_footprints.csvfootprints/19-3_footprints.csvfootprints/2-1_footprints.csvfootprints/2-2_footprints.csvfootprints/20-1_footprints.csvfootprints/20-2_footprints.csvfootprints/21-1_footprints.csvfootprints/21-2_footprints.csvfootprints/22-1_footprints.csvfootprints/22-2_footprints.csvfootprints/22-3_footprints.csvfootprints/23-1_footprints.csvfootprints/23-2_footprints.csvfootprints/24-1_footprints.csvfootprints/24-2_footprints.csvfootprints/25-1_footprints.csvfootprints/25-2_footprints.csvfootprints/25-3_footprints.csvfootprints/28-1_footprints.csvfootprints/28-2_footprints.csvfootprints/29-1_footprints.csvfootprints/29-2_footprints.csvfootprints/3-1_footprints.csvfootprints/3-2_footprints.csvfootprints/30-1_footprints.csvfootprints/30-2_footprints.csvfootprints/31-1_footprints.csvfootprints/31-2_footprints.csvfootprints/31-3_footprints.csvfootprints/32-1_footprints.csvfootprints/32-2_footprints.csvfootprints/33-1_footprints.csvfootprints/33-2_footprints.csvfootprints/34-1_footprints.csvfootprints/34-2_footprints.csvfootprints/35-1_footprints.csvfootprints/35-2_footprints.csvfootprints/36-1_footprints.csvfootprints/36-2_footprints.csvfootpri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