Evidence map›Paper›PMID 40011959›Full record

ArticleGenome biology2025

Genome-wide CRISPR guide RNA design and specificity analysis with GuideScan2.

Henri Schmidt, Minsi Zhang, Dimitar Chakarov, Vineet Bansal, Haralambos Mourelatos, Francisco J Sánchez-Rivera, Scott W Lowe, Andrea Ventura, Christina S Leslie, Yuri Pritykin

Abstract read
In one paragraph

Article in Genome biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Review
  2. Review
  3. Establishment of CRISPR/Cas9 Genome Editing inJournal of fungi (Basel, Switzerland) · 2026
    Article
  4. Article
  5. Enhancer hubs govern chromatin topology and Th17 cell identity.bioRxiv : the preprint server for biology · 2026
    Article
  6. Reprogramming of neuronal genome function and phenotype by astrocytes.bioRxiv : the preprint server for biology · 2026
    Article
  7. Review
  8. Article
  9. Scaling perturbations: beyond genome-scale CRISPR screens.bioRxiv : the preprint server for biology · 2026
    Article
  10. Review
  11. Review
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
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

10 authors.

Henri Schmidt *Department of Computer Science, Princeton University, Princeton, NJ, USA.
Minsi Zhang *Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Dimitar ChakarovLewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA.
Vineet BansalCenter for Statistics and Machine Learning, Princeton University, Princeton, NJ, USA.
Haralambos MourelatosCancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Francisco J Sánchez-RiveraCancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Scott W LoweCancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Andrea VenturaCancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA. venturaa@mskcc.org.
Christina S LeslieComputational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA. lesliec@mskcc.org.
Yuri PritykinDepartment of Computer Science, Princeton University, Princeton, NJ, USA. pritykin@princeton.edu.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
The Role of Focal Oncogene Amplifications in Lung CancerP01CA129243 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Alexander Drilon, Piro Lito · 2007 to 2026
$31.2M
Deciphering the Genomics of Gene Network Regulation of T Cell and Fibroblast States in Autoimmune InflammationU01HG012103 · NHGRI · SLOAN-KETTERING INST CAN RESEARCH · PI Christina S Leslie, Alexander Y Rudensky · 2021 to 2026
$7.5M
Weill Cornell/Rockefeller/Sloan Kettering MST ProgramT32GM152349 · NIGMS · WEILL MEDICAL COLL OF CORNELL UNIV · PI KATHARINE C HSU · 2024 to 2026
$6.6M
Encoding genomic architecture in the encyclopedia: linking DNA elements, chromatin state, and gene expression in 3DU01HG009395 · NHGRI · SLOAN-KETTERING INST CAN RESEARCH · PI LESLIE, CHRISTINA S · 2017 to 2021
$3.7M
Regulatory genomics of T cells in mouse and humanDP2AI171161 · NIAID · PRINCETON UNIVERSITY · PI Yury Pritykin · 2022 to 2026
$2.4M
Translational Research in Oncology Training ProgramT32CA160001 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI SAWYERS, CHARLES L. · 2011 to 2020
$2.0M
MSKCC TROT program 5T32CA160001National Science Foundation CAREER 2238831NCI NIH HHS P01 CA129243NCI NIH HHS P30 CA008748NCI NIH HHS T32 CA160001NHGRI NIH HHS U01 HG009395NHGRI NIH HHS U01 HG012103NIAID NIH HHS DP2 AI171161NIGMS NIH HHS T32 GM152349NIH HHS DP2 AI171161NIH HHS P01 CA129243NIH HHS U01 HG009395
6 · The paper itself

Abstract

We present GuideScan2 for memory-efficient, parallelizable construction of high-specificity CRISPR guide RNA (gRNA) databases and user-friendly design and analysis of individual gRNAs and gRNA libraries for targeting coding and non-coding regions in custom genomes. GuideScan2 analysis identifies widespread confounding effects of low-specificity gRNAs in published CRISPR screens and enables construction of a gRNA library that reduces off-target effects in a gene essentiality screen. GuideScan2 also enables the design and experimental validation of allele-specific gRNAs in a hybrid mouse genome. GuideScan2 will facilitate CRISPR experiments across a wide range of applications.

Indexed as

CRISPR-Cas SystemsRNA, Guide, CRISPR-Cas SystemsSoftwareAnimalsGenomeMiceRNA, Guide, CRISPR-Cas SystemsAlgorithmBurrows-Wheeler transformCRISPRGuide RNAGuideScan2Off-targetsSoftwareWeb interface

Identifiers

PMID40011959
PMCPMC11863968

What OpenQuestion holds

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LicenceCC BY
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.