Evidence map›Paper›PMID 40181169›Full record

ArticleNature biotechnology2026

Improved RNA base editing with guide RNAs mimicking highly edited endogenous ADAR substrates.

Yuanfan Sun, Yong Cao, Yulong Song, Jin Li, Yongheng Hou, Wen Huang, Guodong Xie, Wenbing Yang, Rui Zhang

Erratum issuedAbstract read
PubMed Publisher
In one paragraph

Article in Nature biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Evolution of Engineered ADAR-Based RNA Editing Systems.International journal of molecular sciences · 2026
    Review
  10. ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. An ADAR2-mimic base editor for efficient C-to-U RNA editing in vivo.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  15. Review
  16. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Yuanfan Sun *MOE Key Laboratory of Gene Function and Regulation, Guangdong Province Key Laboratory of Pharmaceutical Functional Genes, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China.
Yong Cao *MOE Key Laboratory of Gene Function and Regulation, Guangdong Province Key Laboratory of Pharmaceutical Functional Genes, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China.
Yulong Song *MOE Key Laboratory of Gene Function and Regulation, Guangdong Province Key Laboratory of Pharmaceutical Functional Genes, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China.
Jin LiRecoRNA Biotechnology, Guangzhou, China.
Yongheng HouRecoRNA Biotechnology, Guangzhou, China.
Wen HuangRecoRNA Biotechnology, Guangzhou, China.
Guodong XieRecoRNA Biotechnology, Guangzhou, China.
Wenbing YangRecoRNA Biotechnology, Guangzhou, China. wenbing.yang@recornabio.com.ORCID http://orcid.org/0009-0006-4789-3012
Rui ZhangMOE Key Laboratory of Gene Function and Regulation, Guangdong Province Key Laboratory of Pharmaceutical Functional Genes, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China. zhangrui3@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0001-9000-5021

Funding

Guangdong Science and Technology Department (Science and Technology Department, Guangdong Province) 2021A1515012463
6 · The paper itself

Abstract

Adenosine deaminase acting on RNA (ADAR)-mediated RNA base editing offers a safer alternative to genome editing for specific clinical applications because of nonpermanent editing of targets. Current guide RNA (gRNA) designs feature a fully complementary specificity domain with an A-C mismatch at the targeted adenosine. However, perfectly matched dsRNA is not the most effective ADAR substrate. Here we introduce MIRROR (mimicking inverted repeats to recruit ADARs using engineered oligoribonucleotides), an approach that implements structural motifs derived from highly edited inverted Alu repeats in human tissues to enable rational gRNA design for ADAR recruitment. We demonstrated that MIRROR is applicable to both short chemically synthesized gRNAs with modifications and long biologically generated gRNAs and surpasses current state-of-the-art approaches in both gRNA forms. It enhances editing efficiency by up to 5.7-fold in multiple human cell types and primary hepatocytes from an alpha-1 antitrypsin deficiency mouse model. Our findings improve programmable RNA editing in vitro and in vivo by rational design through the screening of highly edited natural substrate mimics.

Indexed as

Adenosine DeaminaseRNA-Binding ProteinsRNA EditingRNA, Guide, CRISPR-Cas SystemsAlu ElementsAnimalsGene EditingHEK293 CellsHumansMiceADAR protein, humanAdenosine DeaminaseRNA-Binding ProteinsRNA, Guide, CRISPR-Cas Systems

Identifiers

What OpenQuestion holds

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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.