» Articles » PMID: 37563719

The CUT&RUN Suspect List of Problematic Regions of the Genome

Overview
Journal Genome Biol
Specialties Biology
Genetics
Date 2023 Aug 10
PMID 37563719
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Cleavage Under Targets and Release Using Nuclease (CUT&RUN) is an increasingly popular technique to map genome-wide binding profiles of histone modifications, transcription factors, and co-factors. The ENCODE project and others have compiled blacklists for ChIP-seq which have been widely adopted: these lists contain regions of high and unstructured signal, regardless of cell type or protein target, indicating that these are false positives. While CUT&RUN obtains similar results to ChIP-seq, its biochemistry and subsequent data analyses are different. We found that this results in a CUT&RUN-specific set of undesired high-signal regions.

Results: We compile suspect lists based on CUT&RUN data for the human and mouse genomes, identifying regions consistently called as peaks in negative controls. Using published CUT&RUN data from our and other labs, we show that the CUT&RUN suspect regions can persist even when peak calling is performed with SEACR or MACS2 against a negative control and after ENCODE blacklist removal. Moreover, we experimentally validate the CUT&RUN suspect lists by performing reiterative negative control experiments in which no specific protein is targeted, showing that they capture more than 80% of the peaks identified.

Conclusions: We propose that removing these problematic regions can substantially improve peak calling in CUT&RUN experiments, resulting in more reliable datasets.

Citing Articles

Beyond Blacklists: A Critical Assessment of Exclusion Set Generation Strategies and Alternative Approaches.

Wall B, Ogata J, Nguyen M, McClay J, Harrell J, Dozmorov M bioRxiv. 2025; .

PMID: 39975128 PMC: 11839099. DOI: 10.1101/2025.02.06.636968.


Mediator kinase inhibition drives myometrial stem cell differentiation and the uterine fibroid phenotype through super-enhancer reprogramming.

Khadka S, Lukas B, Sun C, Muralimanoharan S, Shanmugasundaram K, Khosh A J Mol Med (Berl). 2025; 103(3):311-326.

PMID: 39904883 PMC: 11880082. DOI: 10.1007/s00109-025-02517-0.


Evaluating the transcriptional regulators of arterial gene expression via a catalogue of characterized arterial enhancers.

Nornes S, Bruche S, Adak N, McCracken I, De Val S Elife. 2025; 14.

PMID: 39819837 PMC: 11896612. DOI: 10.7554/eLife.102440.


Mediator kinase inhibition drives myometrial stem cell differentiation and the uterine fibroid phenotype through super-enhancer reprogramming.

Khadka S, Lukas B, Sun C, Muralimanoharan S, Shanmugasundaram K, Khosh A Res Sq. 2025; .

PMID: 39764110 PMC: 11702794. DOI: 10.21203/rs.3.rs-5125876/v1.


TGFβ signaling sensitizes MEKi-resistant human melanoma to targeted therapy-induced apoptosis.

Loos B, Salas-Bastos A, Nordin A, Debbache J, Stierli S, Cheng P Cell Death Dis. 2024; 15(12):925.

PMID: 39709491 PMC: 11663225. DOI: 10.1038/s41419-024-07305-1.


References
1.
Carroll T, Liang Z, Salama R, Stark R, de Santiago I . Impact of artifact removal on ChIP quality metrics in ChIP-seq and ChIP-exo data. Front Genet. 2014; 5:75. PMC: 3989762. DOI: 10.3389/fgene.2014.00075. View

2.
Bushnell B, Rood J, Singer E . BBMerge - Accurate paired shotgun read merging via overlap. PLoS One. 2017; 12(10):e0185056. PMC: 5657622. DOI: 10.1371/journal.pone.0185056. View

3.
Neo W, Meng Y, Rodriguez-Meira A, Fadlullah M, Booth C, Azzoni E . Ezh2 is essential for the generation of functional yolk sac derived erythro-myeloid progenitors. Nat Commun. 2021; 12(1):7019. PMC: 8640066. DOI: 10.1038/s41467-021-27140-8. View

4.
Meers M, Tenenbaum D, Henikoff S . Peak calling by Sparse Enrichment Analysis for CUT&RUN chromatin profiling. Epigenetics Chromatin. 2019; 12(1):42. PMC: 6624997. DOI: 10.1186/s13072-019-0287-4. View

5.
Khan A, Mathelier A . Intervene: a tool for intersection and visualization of multiple gene or genomic region sets. BMC Bioinformatics. 2017; 18(1):287. PMC: 5452382. DOI: 10.1186/s12859-017-1708-7. View