Update: scE2G is now online at Nature Genetics! Since the preprint, we added a new benchmark on a fully held-out CRISPR dataset. scE2G continues to show state-of-the-art performance, reinforcing that it generalizes well nature.com/articles/s41588-026-02695-8 1/

Jesse Engreitz@jengreitz.bsky.social · 2y ago

Introducing scE2G: a new model to link enhancers to target genes using single-cell data. Excited that scE2G will enable building enhancer maps in hundreds of cell types in the human body! Wonderful collaboration with @randersson.bsky.social @613weilin.bsky.social @mayayayas.bsky.social Thread👇

Thrilled to share that our ENCODE enhancer–gene mapping paper is now out in Nature! An encyclopedia of human enhancer–gene regulatory interactions: www.nature.com/articles/s41... Thread 👇 1/

An encyclopedia of human enhancer–gene regulatory interactions - Nature

An encyclopedia of more than 92 million enhancer–gene regulatory interactions created as part of the ENCODE4 project provides a valuable resource for future studies of gene regulation and human geneti...

nature.com

🧬 How do immune disease-relevant variants affect gene regulatory networks in CD4+ T cells? 🧪🖥️ We coupled two large-scale CRISPRi screens (>4M cells) to map the downstream cascades of thousands of SNPs More details in the thread below 👇 or in the article 📖 on biorxiv tinyurl.com/CD4screens

New preprint from our lab! What can we learn about the properties of gene regulatory elements by CRISPR’ing a random set of accessible sites in human cells? Find out here: www.biorxiv.org/content/10.1... 👇 1/

Excited for a major milestone in our efforts to map enhancers and interpret variants in the human genome: The E2G Portal! e2g.stanford.edu This collates our predictions of enhancer-gene regulatory interactions across >1,600 cell types and tissues. Uses cases 👇 1/

Excited to share our latest preprint on scE2G – a new model to link enhancers to target genes using single-cell data – with state-of-the-art performance across multiple perturbation benchmarks. biorxiv.org/cgi/content/... Read more below! 1/12

Mapping enhancer-gene regulatory interactions from single-cell data

Mapping enhancers and their target genes in specific cell types is crucial for understanding gene regulation and human disease genetics. However, accurately predicting enhancer-gene regulatory interac...

biorxiv.org