Evidence map›Paper›PMID 40804123›Full record

ArticleNature biomedical engineering2026

GenomePAM directs PAM characterization and engineering of CRISPR-Cas nucleases using mammalian genome repeats.

Miao Yu, Limei Ai, Bang Wang, Shifeng Lian, Lawrence Ip, James Liu, Linxian Li, Shengdar Q Tsai, Benjamin P Kleinstiver, Zongli Zheng

Abstract read
In one paragraph

Article in Nature biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Biomimetic model to study penile dysfunctions.Nature biomedical engineering · 2025
    Article
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  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Miao YuDepartment of Biomedical Sciences and Tung Biomedical Sciences Centre, College of Biomedicine, City University of Hong Kong, Kowloon, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-1600-7859
Limei AiDepartment of Biomedical Sciences and Tung Biomedical Sciences Centre, College of Biomedicine, City University of Hong Kong, Kowloon, Hong Kong SAR, China.
Bang WangMing Wai Lau Centre for Reparative Medicine, Karolinska Institutet, Shatin, Hong Kong SAR, China.
Shifeng LianMing Wai Lau Centre for Reparative Medicine, Karolinska Institutet, Shatin, Hong Kong SAR, China.
Lawrence IpGenEditBio Limited, Shatin, Hong Kong SAR, China.
James LiuGenEditBio Limited, Shatin, Hong Kong SAR, China.ORCID http://orcid.org/0009-0009-8620-5624
Linxian LiMing Wai Lau Centre for Reparative Medicine, Karolinska Institutet, Shatin, Hong Kong SAR, China.
Shengdar Q TsaiDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID http://orcid.org/0000-0001-9161-3993
Benjamin P KleinstiverCenter for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-5469-0655
Zongli ZhengDepartment of Biomedical Sciences and Tung Biomedical Sciences Centre, College of Biomedicine, City University of Hong Kong, Kowloon, Hong Kong SAR, China. Zongli.Zheng@cityu.edu.hk.ORCID http://orcid.org/0000-0003-4849-4903

Funding

Scalable Development of Custom Genome Editing TechnologiesDP2CA281401 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI KLEINSTIVER, BENJAMIN PETER · 2022 to 2025
$2.5M
Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.) DP2-CA281401NCI NIH HHS DP2 CA281401Research Grants Council, University Grants Committee (RGC, UGC) 11103024Research Grants Council, University Grants Committee (RGC, UGC) T12-101/23-NVetenskapsrådet (Swedish Research Council) 202001418
6 · The paper itself

Abstract

Characterizing the protospacer adjacent motif (PAM) requirements of different Cas enzymes is a bottleneck in the discovery of Cas proteins and their engineered variants in mammalian cell contexts. Here, to overcome this challenge and to enable more scalable characterization of PAM preferences, we develop a method named GenomePAM that allows for direct PAM characterization in mammalian cells. GenomePAM leverages genomic repetitive sequences as target sites and does not require protein purification or synthetic oligos. GenomePAM uses a 20-nt protospacer that occurs ~16,942 times in every human diploid cell and is flanked by nearly random sequences. We demonstrate that GenomePAM can accurately characterize the PAM requirement of type II and type V nucleases, including the minimal PAM requirement of the near-PAMless SpRY and extended PAM for CjCas9. Beyond PAM characterization, GenomePAM allows for simultaneous comparison of activities and fidelities among different Cas nucleases on thousands of match and mismatch sites across the genome using a single gRNA and provides insight into the genome-wide chromatin accessibility profiles in different cell types.

Indexed as

Clustered Regularly Interspaced Short Palindromic RepeatsCRISPR-Cas SystemsEndonucleasesGene EditingRepetitive Sequences, Nucleic AcidAnimalsCRISPR-Associated Protein 9GenomeGenome, HumanHEK293 CellsHumansMammalsRNA, Guide, CRISPR-Cas SystemsCRISPR-Associated Protein 9EndonucleasesRNA, Guide, CRISPR-Cas Systems

Identifiers

PMID40804123
PMCPMC12812445

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Registered trials

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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.