Evidence map›Paper›PMID 41872458›Full record

ArticleCommunications biology2026

Optimizing CRISPR precision in mouse embryos via microhomology-mediated end joining-dominant targeting.

Khanui Lkhagvadorj, Eiichi Okamura, Taito Taki, Hayate Suzuki, Akihiro Kuno, Yasushi Itoh, Seiya Mizuno, Knut Woltjen, Masatsugu Ema

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Frameshift Mutations in Exon 1 ofJournal of developmental biology · 2026
    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

9 authors.

Khanui Lkhagvadorj *Department of Stem Cells and Human Disease Models, Research Center for Animal Life Science, Shiga University of Medical Science, Otsu, Shiga, Japan.
Eiichi Okamura *Department of Stem Cells and Human Disease Models, Research Center for Animal Life Science, Shiga University of Medical Science, Otsu, Shiga, Japan. eiokamu@belle.shiga-med.ac.jp.
Taito TakiPh.D. Program in Human Biology, School of Integrative and Global Majors, University of Tsukuba, Tsukuba, Ibaraki, Japan.
Hayate SuzukiLaboratory Animal Resource Center in Transborder Medical Research Center, University of Tsukuba, Tsukuba, Ibaraki, Japan.
Akihiro KunoLaboratory Animal Resource Center in Transborder Medical Research Center, University of Tsukuba, Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0002-4674-6882
Yasushi ItohDivision of Pathogenesis and Disease Regulation, Department of Pathology and Central Research Laboratory, Shiga University of Medical Science, Otsu, Shiga, Japan.ORCID http://orcid.org/0000-0001-7462-2193
Seiya MizunoLaboratory Animal Resource Center in Transborder Medical Research Center, University of Tsukuba, Tsukuba, Ibaraki, Japan. konezumi@md.tsukuba.ac.jp.ORCID http://orcid.org/0000-0002-6740-5817
Knut WoltjenDepartment of Life Science Frontiers, Center for iPS Cell Research and Application (CiRA), Kyoto University, Sakyo-ku, Kyoto, Japan. woltjen@cira.kyoto-u.ac.jp.ORCID http://orcid.org/0000-0003-2293-1183
Masatsugu EmaDepartment of Stem Cells and Human Disease Models, Research Center for Animal Life Science, Shiga University of Medical Science, Otsu, Shiga, Japan. mema@belle.shiga-med.ac.jp.ORCID http://orcid.org/0000-0003-0645-6183

Funding

Japan Agency for Medical Research and Development (AMED) JP223fa627008Ministry of Education, Culture, Sports, Science and Technology (MEXT) 24K18045Ministry of Education, Culture, Sports, Science and Technology (MEXT) 25K02195
6 · The paper itself

Abstract

CRISPR/Cas9 technology enables efficient gene editing in mice, but its reliance on non-homologous end joining often leads to unpredictable and mosaic mutations in founder (F0) animals. Here, we present a hybrid genome editing strategy that combines in silico prediction software with in vitro validation using mouse embryonic stem cells (mESCs). Although the software was trained on mESC datasets, actual editing outcomes in mESCs more accurately reflected mutation patterns observed in blastocysts and post-implantation embryos. Using this information to develop an integrated pipeline, we pre-selected guide RNAs (gRNAs) predicted to promote microhomology-mediated end joining (MMEJ)-dominant repair and validated them in mESCs prior to embryo injection. Applied to the Tyr and Fgf10 genes, this approach enabled efficient generation of F0 mice with highly uniform genotypes. Our strategy enhances the predictability and reproducibility of CRISPR-based genome editing in mice and may help reduce animal usage in gene editing studies.

Indexed as

Clustered Regularly Interspaced Short Palindromic RepeatsCRISPR-Cas SystemsDNA End-Joining RepairEmbryo, MammalianGene EditingAnimalsFemaleFibroblast Growth Factor 10MiceMouse Embryonic Stem CellsRNA, Guide, CRISPR-Cas SystemsFibroblast Growth Factor 10RNA, Guide, CRISPR-Cas Systems

Identifiers

PMID41872458
PMCPMC13009206

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.