Study / S6ZGMO6FN2024-07-17

Symbolic recording of signalling and cis-regulatory element activity to DNA

Wei Chen, Junhong Choi, Xiaoyi Li, Jenny F. Nathans, Beth Martin et al.

About this study

Measurements of gene expression or signal transduction activity are conventionally performed using methods that require either the destruction or live imaging of a biological sample. Here we demonstrate an alternative paradigm in which such biological activities are stably recorded to the genome. Enhancer-driven genomic recording of transcriptional activity in multiplex (ENGRAM) is based on the signal-dependent production of prime editing guide RNAs that mediate the insertion of signal-specific barcodes (symbols) into a genomically encoded recording unit. We show how this strategy can be used for multiplex recording of the cell-type-specific activities of dozens to hundreds of cis-regulatory elements with high fidelity, sensitivity and reproducibility. Leveraging signal transduction pathway-responsive cis-regulatory elements, we also demonstrate time- and concentration-dependent genomic recording of WNT, NF-κB and Tet-On activities. By coupling ENGRAM to sequential genome editing via DNA Typewriter, we stably record information about the temporal dynamics of two orthogonal signalling pathways to genomic DNA. Finally we apply ENGRAM to integratively record the transient activity of nearly 100 transcription factor consensus motifs across daily windows spanning the differentiation of mouse embryonic stem cells into gastruloids, an in vitro model of early mammalian development. Although these are proof-of-concept experiments and much work remains to fully realize the possibilities, the symbolic recording of biological signals or states within cells, to the genome and over time, has broad potential to complement contemporary paradigms for how we make measurements in biological systems.

Full author list & citation

Wei Chen, Junhong Choi, Xiaoyi Li, Jenny F. Nathans, Beth Martin, Wei Yang, Nobuhiko Hamazaki, Chengxiang Qiu, Jean-Benoît Lalanne, Samuel Regalado, Haedong Kim, Vikram Agarwal, Eva Nichols, Anh Leith, Choli Lee, Jay Shendure. Symbolic recording of signalling and cis-regulatory element activity to DNA. 2024-07-17. https://doi.org/10.1038/s41586-024-07706-4

Experiments 1

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K562 300-CRE ENGRAM/MPRA benchmark

A 300-construct library of human 200-bp cis-regulatory elements, each linked to a unique six-base pegRNA barcode, was integrated into PE2(+) K562 cells with piggyBac in triplicate. Transcribed pegRNA barcodes provide the direct RNA reporter (MPRA-style) readout, while synthetic and endogenous HEK3 barcode insertions provide paired DNA-recording measurements.

Transposon-integrated MPRAHuman
Explore data

Raw source data 14 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 14 files (ZIP)300_enhancer_RT_rep1_bc_count.tsv300_enhancer_RT_rep2_bc_count.tsv300_enhancer_RT_rep3_bc_count.tsvENGRAM_GitHub_README.mdEnhancer_designs.txtFigure2-K562_300_enhancer.ipynbK562-300-Hek3-16X-D5_rep1_bc_count.tsvK562-300-Hek3-16X-D5_rep2_bc_count.tsvK562-300-Hek3-16X-D5_rep3_bc_count.tsvK562-300-TAPE-16X-D5_rep1_bc_count.tsvK562-300-TAPE-16X-D5_rep2_bc_count.tsvK562-300-TAPE-16X-D5_rep3_bc_count.tsvsource_manifest.txtSRA_K562_runinfo.tsv

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