Abstract
RNA base editing using engineered deaminases represents a powerful tool to correct mutations at the RNA level. However, widespread off-target effects, primarily arising from dissociated free deaminases, remain a significant challenge. Here, we devise the RECODE (RNA editing with conditionally stable and enhanced ADAR1 deaminase variants) system, which employs designer degron-tagged ADAR1 deaminase (ADAR1d) with guide RNA (gRNA)-regulated stability. By promoting degradation of gRNA-unbound ADAR1d, RECODE markedly reduces transcriptome-wide edits while maintaining high on-target efficacy. Engineering gRNA for target RNA-induced conformational switching confines ADAR1d stabilization to intended editing sites, further enhancing editing precision. With structure-guided rational engineering of ADAR1d, RECODE efficiently corrects an Amyotrophic Lateral Sclerosis-relevant FUS mutation and installs a therapeutic mutation to Angptl3 in vivo, which mitigate FUS mislocalization to neuronal axons and lower plasma lipids, respectively. These findings establish RECODE as a highly stringent and efficient RNA editing technology and underscore a general principle for enhancing the specificity of RNA-guided protein effectors.
Data availability
The data supporting the results in this study are available within the paper and its supplementary information. Raw RNA-seq data for Fig. 3j and Fig. 5h can be accessed at the National Center for Biotechnology Information (NCBI) BioProject under the accession code: PRJNA1393754 or The Sequence Read Archive (SRA) under the accession code: SRP658796. Source data are provided in this paper.
Code availability
No original code was generated in this study.
References
Crick, F. Central dogma of molecular biology. Nature 227, 561–563 (1970).
Manning, K. S. & Cooper, T. A. The roles of RNA processing in translating genotype to phenotype. Nat. Rev. Mol. Cell Biol. 18, 102–114 (2017).
Moore, M. J. & Proudfoot, N. J. Pre-mRNA processing reaches back to transcription and ahead to translation. Cell 136, 688–700 (2009).
Wright, C. J., Smith, C. W. J. & Jiggins, C. D. Alternative splicing as a source of phenotypic diversity. Nat. Rev. Genet. 23, 697–710 (2022).
Tian, B. & Manley, J. L. Alternative polyadenylation of mRNA precursors. Nat. Rev. Mol. Cell Biol. 18, 18–30 (2017).
Nishikura, K. Functions and regulation of RNA editing by ADAR deaminases. Annu. Rev. Biochem. 79, 321–349 (2010).
Eisenberg, E. & Levanon, E. Y. A-to-I RNA editing - immune protector and transcriptome diversifier. Nat. Rev. Genet. 19, 473–490 (2018).
Liddicoat, B. J. et al. RNA editing by ADAR1 prevents MDA5 sensing of endogenous dsRNA as nonself. Science 349, 1115–1120 (2015).
Mannion, N. M. et al. The RNA-editing enzyme ADAR1 controls innate immune responses to RNA. Cell Rep. 9, 1482–1494 (2014).
Pestal, K. et al. Isoforms of RNA-editing enzyme ADAR1 independently control nucleic acid sensor MDA5-driven autoimmunity and multi-organ development. Immunity 43, 933–944 (2015).
Garrett, S. & Rosenthal, J. J. C. RNA editing underlies temperature adaptation in K+ channels from Polar Octopuses. Science 335, 848–851 (2012).
Yablonovitch, A.L. et al. Regulation of gene expression and RNA editing in adapting to divergent microclimates. Nat. Commun. 8, 1570 (2017).
Pullirsch, D. & Jantsch, M. F. Proteome diversification by adenosine to inosine RNA-editing. RNA Biol. 7, 205–212 (2010).
Dadush, A. et al. DNA and RNA base editors can correct the majority of pathogenic single nucleotide variants. Npj Genom. Med. 9, https://doi.org/10.1038/s41525-024-00397-w (2024).
Booth, B. J. et al. RNA editing: Expanding the potential of RNA therapeutics. Mol. Ther. 31, 1533–1549 (2023).
Qu, L. et al. Programmable RNA editing by recruiting endogenous ADAR using engineered RNAs. Nat. Biotechnol. 37, 1059–1069 (2019).
Katrekar, D. et al. Efficient in vitro and in vivo RNA editing via recruitment of endogenous ADARs using circular guide RNAs. Nat. Biotechnol. 40, 938–945 (2022).
Yi, Z. Y. et al. Engineered circular ADAR-recruiting RNAs increase the efficiency and fidelity of RNA editing in vitro and in vivo. Nat. Biotechnol. 40, 946–955 (2022).
Wettengel, J., Reautschnig, P., Geisler, S., Kahle, P. J. & Stafforst, T. Harnessing human ADAR2 for RNA repair - Recoding a PINK1 mutation rescues mitophagy. Nucleic Acids Res. 45, 2797–2808 (2017).
Reautschnig, P. et al. CLUSTER guide RNAs enable precise and efficient RNA editing with endogenous ADAR enzymes in vivo. Nat. Biotechnol. 40, 759–768 (2022).
Merkle, T. et al. Precise RNA editing by recruiting endogenous ADARs with antisense oligonucleotides. Nat. Biotechnol. 37, 133–138 (2019).
Reautschnig, P. et al. Precise in vivo RNA base editing with a wobble-enhanced circular CLUSTER guide RNA. Nat. Biotechnol.43, 545–557 (2024).
Monian, P. et al. Endogenous ADAR-mediated RNA editing in non-human primates using stereopure chemically modified oligonucleotides. Nat. Biotechnol. 40, 1093–1102 (2022).
Yi, Z. Y. et al. Utilizing AAV-mediated LEAPER 2.0 for programmable RNA editing in non-human primates and nonsense mutation correction in humanized Hurler syndrome mice. Genome Biol. 24, 243 (2023).
Wang, Y. R., Park, S. & Beal, P. A. Selective recognition of RNA substrates by ADAR deaminase domains. Biochemistry 57, 1640–1651 (2018).
Zambrano-Mila, M.S. et al. Dissecting the basis for differential substrate specificity of ADAR1 and ADAR2. Nat. Commun. 14, 8212 (2023).
Uhlen, M. et al. Tissue-based map of the human proteome. Science 347, 1260419 (2015).
Tan, M. H. et al. Dynamic landscape and regulation of RNA editing in mammals. Nature 550, 249–254 (2017).
Abudayyeh, O. O. et al. A cytosine deaminase for programmable single-base RNA editing. Science 365, 382–386 (2019).
Huang, X.X. et al. Programmable C-to-U RNA editing using the human APOBEC3A deaminase. Embo J. 39, https://doi.org/10.15252/embj.2020104741 (2020).
Buchumenski, I. et al. Global quantification exposes abundant low-level off-target activity by base editors. Genome Res. 31, 2354–2361 (2021).
Katrekar, D. et al. In vivo RNA editing of point mutations via RNA-guided adenosine deaminases. Nat. Methods 16, 239–242 (2019).
Cox, D. B. T. et al. RNA editing with CRISPR-Cas13. Science 358, 1019–1027 (2017).
Marina, R.J., Brannan, K.W., Dong, K.D., Yee, B.A. & Yeo, G.W. Evaluation of engineered CRISPR-Cas-mediated systems for site-specific RNA editing. Cell Rep. 33, 108350 (2020).
Xu, C. L. et al. Programmable RNA editing with compact CRISPR-Cas13 systems from uncultivated microbes. Nat. Methods 18, 499–506 (2021).
Liu, Y.J. et al. REPAIRx, a specific yet highly efficient programmable A > I RNA base editor. Embo J. 39, https://doi.org/10.15252/embj.2020104748 (2020).
Yan, H. & Tang, W.X. Programmed RNA editing with an evolved bacterial adenosine deaminase. Nat. Chem. Biol. 20, 1361–1370 (2024).
Wu, J. H. et al. Live imaging of mRNA using RNA-stabilized fluorogenic proteins. Nat. Methods 16, 862–865 (2019).
Shaner, N. C. et al. A bright monomeric green fluorescent protein derived from Branchiostoma lanceolatum. Nat. Methods 10, 407–409 (2013).
Gadella, T. W. J. et al. mScarlet3: a brilliant and fast-maturing red fluorescent protein. Nat. Methods 20, 541–545 (2023).
Guharoy, M., Bhowmick, P., Sallam, M. & Tompa, P. Tripartite degrons confer diversity and specificity on regulated protein degradation in the ubiquitin-proteasome system. Nat. Commun. 7, 10239 (2016).
Crowe, C. et al. Mechanism of degrader-targeted protein ubiquitinability. Sci. Adv. 10, eado6492 (2024).
Fu, H. L., Yang, Y. X., Wang, X. B., Wang, H. & Xu, Y. DeepUbi: a deep learning framework for prediction of ubiquitination sites in proteins. Bmc Bioinform. 20, 86 (2019).
Yeh, C. W. et al. The C-degron pathway eliminates mislocalized proteins and products of deubiquitinating enzymes. Embo J. 40, e105846 (2021).
Koren, I. et al. The eukaryotic proteome is shaped by E3 ubiquitin ligases targeting C-terminal degrons. Cell 173, 1622–1635 (2018).
Smith, C. A., Calabro, V. & Frankel, A. D. An RNA-Binding chameleon. Mol. Cell 6, 1067–1076 (2000).
Smith, C. A., Crotty, S., Harada, Y. & Frankel, A. D. Altering the context of an RNA bulge switches the binding specificities of two viral Tat proteins. Biochemistry 37, 10808–10814 (1998).
Abramson, J. et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature 630, 493–500 (2024).
Calabro, V., Daugherty, M. D. & Frankel, A. D. A single intermolecular contact mediates intramolecular stabilization of both RNA and protein. Proc. Natl. Acad. Sci. USA 102, 6849–6854 (2005).
Rogers, S., Wells, R. & Rechsteiner, M. Amino-acid-sequences common to rapidly degraded proteins - the pest hypothesis. Science 234, 364–368 (1986).
Iwamoto, M., Björklund, T., Lundberg, C., Kirik, D. & Wandless, T. J. A general chemical method to regulate protein stability in the mammalian central nervous system. Chem. Biol. 17, 981–988 (2010).
Lee, D. H. & Goldberg, A. L. Proteasome inhibitors: valuable new tools for cell biologists. Trends Cell Biol. 8, 397–403 (1998).
Wang, Y. R., Havel, J. & Beal, P. A. A phenotypic screen for functional mutants of human adenosine deaminase acting on RNA. Acs Chem. Biol. 10, 2512–2519 (2015).
Litke, J. L. & Jaffrey, S. R. Highly efficient expression of circular RNA aptamers in cells using autocatalytic transcripts. Nat. Biotechnol. 37, 667–675 (2019).
Matthews, M. M. et al. Structures of human ADAR2 bound to dsRNA reveal base-flipping mechanism and basis for site selectivity. Nat. Struct. Mol. Biol. 23, 426–433 (2016).
Montiel-González, M.F., Vallecillo-Viejo, I.C. & Rosenthal, J.J.C. An efficient system for selectively altering genetic information within mRNAs. Nucleic Acids Res. 44, https://doi.org/10.1093/nar/gkw738 (2016).
Wang, X. et al. Develop a compact RNA base editor by fusing ADAR with engineered EcCas6e. Adv. Sci. 10, 2206813 (2023).
Lehmann, K. A. & Bass, B. L. Double-stranded RNA adenosine deaminases ADAR1 and ADAR2 have overlapping specificities. Biochemistry 39, 12875–12884 (2000).
Tyagi, S. & Kramer, F. R. Molecular beacons: Probes that fluoresce upon hybridization. Nat. Biotechnol. 14, 303–308 (1996).
Zhou, W. J. et al. Genetically encoded sensor enables endogenous RNA imaging with conformation-switching induced fluorogenic proteins. J. Am. Chem. Soc. 143, 14394–14401 (2021).
Hofacker, I. L. Vienna RNA secondary structure server. Nucleic Acids Res. 31, 3429–3431 (2003).
Thomas, J.M. & Beal, P.A. How do ADARs bind RNA? New protein-RNA structures illuminate substrate recognition by the RNA editing ADARs. Bioessays 39, https://doi.org/10.1002/bies.201600187 (2017).
Park, S. et al. High-throughput mutagenesis reveals unique structural features of human ADAR1. Nat. Commun. 11, 5130 (2020).
Yan, Z. et al. Next-generation IEDB tools: a platform for epitope prediction and analysis. Nucleic Acids Res. 52, W526–W532 (2024).
Vance, C. et al. ALS mutant FUS disrupts nuclear localization and sequesters wild-type FUS within cytoplasmic stress granules. Hum. Mol. Genet. 22, 2676–2688 (2013).
Shang, Y. L. & Huang, E. J. Mechanisms of FUS mutations in familial amyotrophic lateral sclerosis. Brain Res. 1647, 65–78 (2016).
López-Erauskin, J. et al. ALS/FTD-linked mutation in FUS suppresses infra-axonal protein synthesis and drives disease without nuclear loss-of-function of FUS. Neuron 100, 1–15 (2018).
Wu, Z. J., Yang, H. Y. & Colosi, P. Effect of genome size on AAV vector packaging. Mol. Ther. 18, 80–86 (2010).
Braak, H. et al. Amyotrophic lateral sclerosis-a model of corticofugal axonal spread. Nat. Rev. Neurol. 9, 708–714 (2013).
Wroe, R., Butler, A. W. L., Andersen, P. M., Powell, J. F. & Al-Chalabi, A. ALSOD: The amyotrophic lateral sclerosis online database. Amyotroph Lateral Scler. 9, 249–250 (2008).
Landrum, M. J. et al. ClinVar: public archive of interpretations of clinically relevant variants. Nucleic Acids Res. 44, D862–D868 (2016).
Ono, M. et al. Protein region important for regulation of lipid metabolism in angiopoietin-like 3 (ANGPTL3) -: ANGPTL3 is cleaved and activated. J. Biol. Chem. 278, 41804–41809 (2003).
Romeo, S. et al. Rare loss-of-function mutations in family members contribute to plasma triglyceride levels in humans. J. Clin. Invest. 119, 70–79 (2009).
Davis, J. R. et al. Efficient in vivo base editing via single adeno-associated viruses with size-optimized genomes encoding compact adenine base editors. Nat. Biomed. Eng. 6, 1272–1283 (2022).
Bergmark, B. A. et al. Effect of Vupanorsen on non-high-density lipoprotein cholesterol levels in Statin-treated patients with elevated cholesterol: TRANSLATE-TIMI 70. Circulation 145, 1377–1386 (2022).
Kozak, M. An analysis of 5’-noncoding sequences from 699 vertebrate messenger-rnas. Nucleic Acids Res. 15, 8125–8148 (1987).
Miller, T. M. et al. Trial of antisense oligonucleotide Tofersen for ALS. New Engl. J. Med. 387, 1099–1110 (2022).
Snyder, M. P. et al. The human body at cellular resolution: the NIH Human Biomolecular Atlas Program. Nature 574, 187–192 (2019).
Porebski, B. T. & Buckle, A. M. Consensus protein design. Protein Eng. Des. Sel. 29, 245–251 (2016).
Acknowledgements
We thank Dr. Chunshan Deng, Dr. Yinqing Li, and members of the Lu laboratory for helpful discussions and comments. This research was supported by Shenzhen Medical Research Fund grants B2504002 (Z.L.), B2402029 (Z.L.), and B2302053 (Z.L.), Strategic Priority Research Program of the Chinese Academy of Sciences grant XDB0930000 (Z.L.), National Natural Science Foundation of China grants 32400927 (Z.H.) and 82327805 (Z.L.), Shenzhen Science and Technology Innovation Commission grant KQTD20210811090117032 (Z.L.), China Postdoctoral Science Foundation grant 2023M743681 (Z.H.), and Guangdong Basic and Applied Research Foundation grant 2023A1515110864 (Z.H.).
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T.L. and Z.L. conceived the project. T.L., Yunping Lin, Q.L., W.L., Yunyi Lin, Y.Z., J.Z., and W.C. developed methods and performed experiments. T.L., Yunping Lin, Q.L., L.Y., and Z.H. analyzed data. Z.L. supervised the project. T.L., Yunping Lin, Z.H., and Z.L. wrote the manuscript. All authors read and approved the manuscript.
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T.L., Z.L., Yunping Lin, and Z.H. are co-inventors on a provisional patent that is being filed for this technology (PCT/CN2025/098018). The remaining authors declare no competing interests.
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Liu, T., Lin, Y., Liu, Q. et al. Target-stabilized base editors enable robust high-fidelity RNA editing. Nat Commun (2026). https://doi.org/10.1038/s41467-026-69835-w
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DOI: https://doi.org/10.1038/s41467-026-69835-w