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Updated: Jan 16, 2026

Genome-Wide CRISPR Screen for Unveiling Radiosensitive and Radioresistant Genes
Published on: May 23, 2025
RESTRICT-seq enables time-gated CRISPR screens and uncovers novel epigenetic dependencies of SCC resistance
Selahattin Can Ozcan1,2,3,4,5, Dreyton G Amador1,2,3,4,5, Justin Anthony Powers6
1Synthetic Regeneration and Systems Physiology Laboratory, Columbia Stem Cell Initiative, Columbia Data Science Institute, Naomi Berrie Diabetes Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, 10032, USA.
Abstract:
Cancer cell evasion of therapy is a highly adaptive process that undermines the efficacy of many treatment strategies. A significant milestone in the study of these mechanisms has been the advent of pooled CRISPR knockout screens, which enable high-throughput, genome-wide interrogations of tumor dependencies and synthetic lethal interactions, advancing our understanding of how cancer cells adapt to and evade therapies. However, the utility of this approach diminishes when applied to dynamic biological contexts, where processes are transient and sensitivity to routine cell culture manipulations that introduce noise and limit meaningful discoveries. To overcome these limitations, we present RESTRICT-seq, a next-generation pooled screening methodology that restricts Cas9 nuclear activation in controlled, repeated cycles. By confining Cas9 catalytic activity to strict temporal windows, RESTRICT-seq mitigates undesired fitness penalties that routinely accumulate throughout pooled screens. When benchmarked against conventional pooled screens and standard inducible protocols, RESTRICT-seq revealed significantly fewer divergent cell clones and increased signal-to-noise ratio, overcoming a key limitation of traditional methods. Leveraging RESTRICT-seq, we conducted a comprehensive functional survey of the druggable mammalian epigenome, uncovering several elusive epigenetic drivers of treatment resistance in cutaneous squamous cell carcinoma (cSCC). This revealed PAK1 as a previously unrecognized mediator of cSCC resistance in human and mouse SCC, offering new insights into a prognostic marker and therapeutic target of high clinical significance. Our findings establish RESTRICT-seq as a powerful tool for extending the applicability of pooled CRISPR screens to dynamic and previously intractable biological contexts.
Insights
RESTRICT-seq enhances pooled CRISPR screens for dynamic biological studies. This new method overcomes limitations in cancer research, identifying PAK1 as a key driver of treatment resistance in cutaneous squamous cell carcinoma.
Area of Science:
- Genomics
- Cancer Biology
- Molecular Biology
Background:
- Cancer cells adapt and evade therapies, reducing treatment efficacy.
- Pooled CRISPR screens are valuable but limited in dynamic biological contexts.
- Transient processes and cell culture noise hinder traditional screening methods.
Purpose of the Study:
- To introduce RESTRICT-seq, a novel pooled screening methodology.
- To overcome limitations of conventional CRISPR screens in dynamic settings.
- To identify epigenetic drivers of treatment resistance in cutaneous squamous cell carcinoma (cSCC).
Main Methods:
- Developed RESTRICT-seq, restricting Cas9 nuclear activation in controlled cycles.
- Mitigated fitness penalties by confining Cas9 activity to temporal windows.
- Benchmarked RESTRICT-seq against conventional pooled screens and inducible protocols.
Main Results:
- RESTRICT-seq showed fewer divergent cell clones and higher signal-to-noise ratio.
- Identified PAK1 as a previously unrecognized mediator of cSCC resistance.
- Uncovered epigenetic drivers of treatment resistance in the mammalian epigenome.
Conclusions:
- RESTRICT-seq enhances pooled CRISPR screening applicability in dynamic biological contexts.
- PAK1 is a significant prognostic marker and therapeutic target for cSCC.
- RESTRICT-seq is a powerful tool for investigating treatment resistance mechanisms.
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