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Identification and mitigation of pervasive off-target activity in CRISPR-Cas9 screens for essential non-coding elements

By Josh Tycko, Michael Wainberg, Georgi K Marinov, Oana Ursu, Gaelen T. Hess, Braeden K Ego, Aradhana, Amy Li, Alisa Truong, Alexandro E. Trevino, Kaitlyn Spees, David Yao, Irene M Kaplow, Peyton G Greenside, David W Morgens, Douglas H Phanstiel, Michael P Snyder, Lacramioara Bintu, William J. Greenleaf, Anshul Kundaje, Michael C. Bassik

Posted 18 Jan 2019
bioRxiv DOI: 10.1101/520569

Pooled CRISPR-Cas9 screens have recently emerged as a powerful method for functionally characterizing regulatory elements in the non-coding genome, but off-target effects in these experiments have not been systematically evaluated. Here, we conducted a genome-scale screen for essential CTCF loop anchors in the K562 leukemia cell line. Surprisingly, the primary drivers of signal in this screen were single guide RNAs (sgRNAs) with low specificity scores. After removing these guides, we found that there were no CTCF loop anchors critical for cell growth. We also observed this effect in an independent screen fine-mapping the core motifs in enhancers of the GATA1 gene. We then conducted screens in parallel with CRISPRi and CRISPRa, which do not induce DNA damage, and found that an unexpected and distinct set of off-targets also caused strong confounding growth effects with these epigenome-editing platforms. Promisingly, strict filtering of CRISPRi libraries using GuideScan specificity scores removed these confounded sgRNAs and allowed for the identification of essential enhancers, which we validated extensively. Together, our results show off-target activity can severely limit identification of essential functional motifs by active Cas9, while strictly filtered CRISPRi screens can be reliably used for assaying larger regulatory elements.

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