Evidence map›Paper›PMID 41000660›Full record

ArticlebioRxiv : the preprint server for biology2025

RESTRICT-seq enables time-gated CRISPR screens and uncovers novel epigenetic dependencies of SCC resistance.

Selahattin Can Ozcan, Dreyton G Amador, Justin Anthony Powers, Ashley G Njiru, Zahra Ansari, Yvon Woappi

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Selahattin Can OzcanSynthetic 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.ORCID 0000-0003-1733-4288
Dreyton G AmadorSynthetic 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.ORCID 0009-0004-9270-6330
Justin Anthony PowersDepartment of Chemistry, Columbia University, New York, NY, 10027, USA.ORCID 0000-0002-6107-0569
Ashley G NjiruDepartment of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Zahra AnsariSynthetic 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.ORCID 0009-0002-1161-7084
Yvon WoappiSynthetic 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.ORCID 0000-0003-3177-4730

Funding

DERMATOLOGY TRAINING GRANTT32AR007098 · NIAMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI THOMAS S. KUPPER · 1986 to 2026
$8.1M
Delineating epigenetic coordination of regenerative cell plasticityR00GM140262 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WOAPPI, YVON · 2022 to 2024
$747k
Identification of Epigenetic Regulators Mediating Resistance to FGFR Inhibition in Squamous Cell CarcinomaR21CA226099 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI RAMSEY, MATTHEW ROBERT · 2019 to 2020
$403k
Delineating epigenetic coordination of regenerative cell plasticityK99GM140262 · NIGMS · BRIGHAM AND WOMEN'S HOSPITAL · PI WOAPPI, YVON · 2021 to 2022
$167k
NCI NIH HHS R21 CA226099NIAMS NIH HHS T32 AR007098NIGMS NIH HHS K99 GM140262NIGMS NIH HHS R00 GM140262
6 · The paper itself

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.

Indexed as

Allosterically-regulated Cas9 (arCas9)Combination therapyCRISPR Pooled ScreenEpigenomeFGFR inhibitionPAK1Squamous Cell Carcinoma (SCC)

Identifiers

PMID41000660
PMCPMC12458112

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.