Study / S4E0B6DO82022-03-21

Massively parallel reporter perturbation assays uncover temporal regulatory architecture during neural differentiation

Anat Kreimer, Tal Ashuach, Fumitaka Inoue, Alex Khodaverdian, Chengyu Deng et al.

About this study

Gene regulatory elements play a key role in orchestrating gene expression during cellular differentiation, but what determines their function over time remains largely unknown. Here, we perform perturbation-based massively parallel reporter assays at seven early time points of neural differentiation to systematically characterize how regulatory elements and motifs within them guide cellular differentiation. By perturbing over 2,000 putative DNA binding motifs in active regulatory regions, we delineate four categories of functional elements, and observe that activity direction is mostly determined by the sequence itself, while the magnitude of effect depends on the cellular environment. We also find that fine-tuning transcription rates is often achieved by a combined activity of adjacent activating and repressing elements. Our work provides a blueprint for the sequence components needed to induce different transcriptional patterns in general and specifically during neural differentiation.

Full author list & citation

Anat Kreimer, Tal Ashuach, Fumitaka Inoue, Alex Khodaverdian, Chengyu Deng, Nir Yosef, Nadav Ahituv. Massively parallel reporter perturbation assays uncover temporal regulatory architecture during neural differentiation. 2022-03-21. https://doi.org/10.1038/s41467-022-28659-0

Experiments 1

E155IUZ3Q

Seven-time-point perturbation lentiMPRA during human ESC neural differentiation

A 10,041-sequence integrated lentiMPRA library containing wild-type, scrambled/random-control, and single- or double-motif perturbation constructs was assayed at 0, 3, 6, 12, 24, 48, and 72 hours after dual-SMAD neural induction of H1 human embryonic stem cells. This package table contains the 598 consensus functional regulatory sites (FRSs) retained by the authors' cross-method perturbation QC.

Integrated lentiMPRAHumanhg19
Explore data

Raw source data 18 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 18 files (ZIP)41467_2022_28659_MOESM11_ESM.xlsx41467_2022_28659_MOESM1_ESM.pdf41467_2022_28659_MOESM3_ESM.docx41467_2022_28659_MOESM4_ESM.xlsx41467_2022_28659_MOESM5_ESM.xlsx41467_2022_28659_MOESM6_ESM.xlsx41467_2022_28659_MOESM7_ESM.xlsx41467_2022_28659_MOESM8_ESM.xlsx41467_2022_28659_MOESM9_ESM.txtGSE188264_association.tsv.gzGSE188264_Combined_full_res.csv.gzGSE188264_dnaAnnot.tsv.gzGSE188264_dnaCounts.tsv.gzGSE188264_family.soft.gzGSE188264_new_uq_alphas.csv.gzGSE188264_rnaAnnot.tsv.gzGSE188264_rnaCounts.tsv.gzsource_notes.txt

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