Abstract
Circularization can improve RNA persistence, yet simple and scalable approaches to achieve this are lacking. Here we report two methods that facilitate the pursuit of circular RNAs (cRNAs): cRNAs developed via in vitro circularization using group II introns, and cRNAs developed via in-cell circularization by the ubiquitously expressed RtcB protein. We also report simple purification protocols that enable high cRNA yields (40–75%) while maintaining low immune responses. These methods and protocols facilitate a broad range of applications in stem cell engineering as well as robust genome and epigenome targeting via zinc finger proteins and CRISPR–Cas9. Notably, cRNAs bearing the encephalomyocarditis internal ribosome entry enabled robust expression and persistence compared with linear capped RNAs in cardiomyocytes and neurons, which highlights the utility of cRNAs in these non-dividing cells. We also describe genome targeting via deimmunized Cas9 delivered as cRNA and a long-range multiplexed protein engineering methodology for the combinatorial screening of deimmunized protein variants that enables compatibility between persistence of expression and immunogenicity in cRNA-delivered proteins. The cRNA toolset will aid research and the development of therapeutics.
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Data availability
All key reagents will be made available via Addgene. Source data are provided with this paper.
Code availability
The code is available at https://github.com/natepalmer/lorax.
References
Karikó, K., Muramatsu, H., Ludwig, J. & Weissman, D. Generating the optimal mRNA for therapy: HPLC purification eliminates immune activation and improves translation of nucleoside-modified, protein-encoding mRNA. Nucleic Acids Res. 39, e142 (2011).
Presnyak, V. et al. Codon optimality is a major determinant of mRNA stability. Cell 160, 1111–1124 (2015).
Kuhn, A. N. et al. Phosphorothioate cap analogs increase stability and translational efficiency of RNA vaccines in immature dendritic cells and induce superior immune responses in vivo. Gene Ther. 17, 961–971 (2010).
Holtkamp, S. et al. Modification of antigen-encoding RNA increases stability, translational efficacy, and T-cell stimulatory capacity of dendritic cells. Blood 108, 4009–4017 (2006).
Orlandini von Niessen, A. G. et al. Improving mRNA-based therapeutic gene delivery by expression-augmenting 3′ UTRs identified by cellular library screening. Mol. Ther. 27, 824–836 (2019).
Wesselhoeft, R. A., Kowalski, P. S. & Anderson, D. G. Engineering circular RNA for potent and stable translation in eukaryotic cells. Nat. Commun. 9, 2629 (2018).
Petkovic, S. & Müller, S. RNA circularization strategies in vivo and in vitro. Nucleic Acids Res. 43, 2454–2465 (2015).
Müller, S. & Appel, B. In vitro circularization of RNA. RNA Biol. 14, 1018–1027 (2017).
Wesselhoeft, R. A. et al. RNA circularization diminishes immunogenicity and can extend translation duration in vivo. Mol. Cell 74, 508–520.e4 (2019).
Abe, N. et al. Rolling circle translation of circular RNA in living human cells. Sci. Rep. 5, 16435 (2015).
Fan, X. et al. Pervasive translation of circular RNAs driven by short IRES-like elements. Nat. Commun. 13, 3751 (2022).
Hansen, T. B. et al. Natural RNA circles function as efficient microRNA sponges. Nature 495, 384–388 (2013).
Jeck, W. R. & Sharpless, N. E. Detecting and characterizing circular RNAs. Nat. Biotechnol. 32, 453–461 (2014).
Kameda, S., Ohno, H. & Saito, H. Synthetic circular RNA switches and circuits that control protein expression in mammalian cells. Nucleic Acids Res. https://doi.org/10.1093/nar/gkac1252 (2023).
Chen, R. et al. Engineering circular RNA for enhanced protein production. Nat. Biotechnol. https://doi.org/10.1038/s41587-022-01393-0 (2022).
Li, A. et al. AAV-CRISPR gene editing is negated by pre-existing immunity to Cas9. Mol. Ther. 28, 1432–1441 (2020).
Charlesworth, C. T. et al. Identification of preexisting adaptive immunity to Cas9 proteins in humans. Nat. Med. 25, 249–254 (2019).
Chaudhary, N., Weissman, D. & Whitehead, K. A. mRNA vaccines for infectious diseases: principles, delivery and clinical translation. Nat. Rev. Drug Discov. 20, 817–838 (2021).
Corbett, K. S. et al. SARS-CoV-2 mRNA vaccine design enabled by prototype pathogen preparedness. Nature 586, 567–571 (2020).
Saunders, K. O. et al. Neutralizing antibody vaccine for pandemic and pre-emergent coronaviruses. Nature 594, 553–559 (2021).
Thomas, S. J. et al. Efficacy and safety of the BNT162b2 mRNA COVID-19 vaccine in participants with a history of cancer: subgroup analysis of a global phase 3 randomized clinical trial. Vaccine https://doi.org/10.1016/j.vaccine.2021.12.046 (2021).
Zinsli, L. V., Stierlin, N., Loessner, M. J. & Schmelcher, M. Deimmunization of protein therapeutics—recent advances in experimental and computational epitope prediction and deletion. Comput. Struct. Biotechnol. J. 19, 315–329 (2021).
McNeil, B. A., Simon, D. M. & Zimmerly, S. Alternative splicing of a group II intron in a surface layer protein gene in Clostridium tetani. Nucleic Acids Res. 42, 1959–1969 (2013).
Pyle, A. M. Group II intron self-splicing. Annu. Rev. Biophys. 45, 183–205 (2016).
Zimmerly, S. & Semper, C. Evolution of group II introns. Mob. DNA 6, 7 (2015).
Chen, C. Y. & Sarnow, P. Initiation of protein synthesis by the eukaryotic translational apparatus on circular RNAs. Science 268, 415–417 (1995).
Jang, S. K. et al. A segment of the 5′ nontranslated region of encephalomyocarditis virus RNA directs internal entry of ribosomes during in vitro translation. J. Virol. 62, 2636–2643 (1988).
Aitken, C. E. & Lorsch, J. R. A mechanistic overview of translation initiation in eukaryotes. Nat. Struct. Mol. Biol. 19, 568–576 (2012).
Alkemar, G. & Nygård, O. Secondary structure of two regions in expansion segments ES3 and ES6 with the potential of forming a tertiary interaction in eukaryotic 40S ribosomal subunits. RNA 10, 403–411 (2004).
Bhat, P. et al. The beta hairpin structure within ribosomal protein S5 mediates interplay between domains II and IV and regulates HCV IRES function. Nucleic Acids Res. 43, 2888–2901 (2015).
Chen, J. et al. Pervasive functional translation of noncanonical human open reading frames. Science 367, 1140–1146 (2020).
Hershey, J. W. B., Sonenberg, N. & Mathews, M. B. Principles of translational control: an overview. Cold Spring Harb. Perspect. Biol. 4, a011528 (2012).
Bradrick, S. S., Dobrikova, E. Y., Kaiser, C., Shveygert, M. & Gromeier, M. Poly(A)-binding protein is differentially required for translation mediated by viral internal ribosome entry sites. RNA 13, 1582–1593 (2007).
Machida, K. et al. Dynamic interaction of poly(A)-binding protein with the ribosome. Sci. Rep. 8, 17435 (2018).
Mailliot, J. & Martin, F. Viral internal ribosomal entry sites: four classes for one goal. Wiley Interdiscip. Rev. 9, e1458 (2018).
Imai, S., Kumar, P., Hellen, C. U. T., D’Souza, V. M. & Wagner, G. An accurately preorganized IRES RNA structure enables eIF4G capture for initiation of viral translation. Nat. Struct. Mol. Biol. 23, 859–864 (2016).
Piao, X. et al. Double-stranded RNA reduction by chaotropic agents during in vitro transcription of messenger RNA. Mol. Ther. Nucleic Acids 29, 618–624 (2022).
Baiersdörfer, M. et al. A facile method for the removal of dsRNA contaminant from in vitro-transcribed mRNA. Mol. Ther. Nucleic Acids 15, 26–35 (2019).
Plank, T.-D. M., Whitehurst, J. T. & Kieft, J. S. Cell type specificity and structural determinants of IRES activity from the 5′ leaders of different HIV-1 transcripts. Nucleic Acids Res. 41, 6698–6714 (2013).
Jayaraman, M. et al. Maximizing the potency of siRNA lipid nanoparticles for hepatic gene silencing in vivo. Angew. Chem. Int. Ed. Engl. 51, 8529–8533 (2012).
Sabnis, S. et al. A novel amino lipid series for mRNA delivery: improved endosomal escape and sustained pharmacology and safety in non-human primates. Mol. Ther. 26, 1509–1519 (2018).
Lombardo, A. et al. Gene editing in human stem cells using zinc finger nucleases and integrase-defective lentiviral vector delivery. Nat. Biotechnol. 25, 1298–1306 (2007).
Zou, J. et al. Gene targeting of a disease-related gene in human induced pluripotent stem and embryonic stem cells. Cell Stem Cell 5, 97–110 (2009).
Abifadel, M. et al. Mutations in PCSK9 cause autosomal dominant hypercholesterolemia. Nat. Genet. 34, 154–156 (2003).
Maxwell, K. N. & Breslow, J. L. Adenoviral-mediated expression of Pcsk9 in mice results in a low-density lipoprotein receptor knockout phenotype. Proc. Natl Acad. Sci. USA 101, 7100–7105 (2004).
Cohen, J. C., Boerwinkle, E., Mosley, T. H. Jr & Hobbs, H. H. Sequence variations in PCSK9, low LDL, and protection against coronary heart disease. N. Engl. J. Med. 354, 1264–1272 (2006).
Thakore, P. I. et al. RNA-guided transcriptional silencing in vivo with S. aureus CRISPR-Cas9 repressors. Nat. Commun. 9, 1674 (2018).
Ran, F. A. et al. In vivo genome editing using Staphylococcus aureus Cas9. Nature 520, 186–191 (2015).
He, N.-Y. et al. Lowering serum lipids via PCSK9-targeting drugs: current advances and future perspectives. Acta Pharmacol. Sin. 38, 301–311 (2017).
Ridker, P. M. et al. Cardiovascular efficacy and safety of bococizumab in high-risk patients. N. Engl. J. Med. 376, 1527–1539 (2017).
Sabatine, M. S. et al. Evolocumab and clinical outcomes in patients with cardiovascular disease. N. Engl. J. Med. 376, 1713–1722 (2017).
Fitzgerald, K. et al. A highly durable RNAi therapeutic inhibitor of PCSK9. N. Engl. J. Med. 376, 41–51 (2017).
Ding, Q. et al. Permanent alteration of PCSK9 with in vivo CRISPR-Cas9 genome editing. Circ. Res. 115, 488–492 (2014).
Amabile, A. et al. Inheritable silencing of endogenous genes by hit-and-run targeted epigenetic editing. Cell 167, 219–232.e14 (2016).
Nuñez, J. K. et al. Genome-wide programmable transcriptional memory by CRISPR-based epigenome editing. Cell 184, 2503–2519.e17 (2021).
Moreno, A. M. et al. Author correction: immune-orthogonal orthologues of AAV capsids and of Cas9 circumvent the immune response to the administration of gene therapy. Nat. Biomed. Eng. 3, 842 (2019).
Chew, W. L. et al. A multifunctional AAV-CRISPR-Cas9 and its host response. Nat. Methods 13, 868–874 (2016).
Jawa, V. et al. T-cell dependent immunogenicity of protein therapeutics pre-clinical assessment and mitigation–updated consensus and review 2020. Front. Immunol. 11, 1301 (2020).
Moghadam, F. et al. Synthetic immunomodulation with a CRISPR super-repressor in vivo. Nat. Cell Biol. 22, 1143–1154 (2020).
Hakim, C. H. et al. Cas9-specific immune responses compromise local and systemic AAV CRISPR therapy in multiple dystrophic canine models. Nat. Commun. 12, 6769 (2021).
Ferdosi, S. R. et al. Multifunctional CRISPR-Cas9 with engineered immunosilenced human T cell epitopes. Nat. Commun. 10, 1842 (2019).
Allen, B. D., Nisthal, A. & Mayo, S. L. Experimental library screening demonstrates the successful application of computational protein design to large structural ensembles. Proc. Natl Acad. Sci. USA 107, 19838–19843 (2010).
Sun, M. G. F., Seo, M.-H., Nim, S., Corbi-Verge, C. & Kim, P. M. Protein engineering by highly parallel screening of computationally designed variants. Sci. Adv. 2, e1600692 (2016).
Cao, J. et al. High-throughput 5′ UTR engineering for enhanced protein production in non-viral gene therapies. Nat. Commun. 12, 4138 (2021).
Hu, J. H. et al. Evolved Cas9 variants with broad PAM compatibility and high DNA specificity. Nature 556, 57–63 (2018).
Walton, R. T., Christie, K. A., Whittaker, M. N. & Kleinstiver, B. P. Unconstrained genome targeting with near-PAMless engineered CRISPR-Cas9 variants. Science 368, 290–296 (2020).
Kleinstiver, B. P. et al. Engineered CRISPR-Cas9 nucleases with altered PAM specificities. Nature 523, 481–485 (2015).
Kleinstiver, B. P. et al. High-fidelity CRISPR–Cas9 nucleases with no detectable genome-wide off-target effects. Nature 529, 490–495 (2016).
Charles, E. J. et al. Engineering improved Cas13 effectors for targeted post-transcriptional regulation of gene expression. Preprint at bioRxiv https://doi.org/10.1101/2021.05.26.445687 (2021).
Griswold, K. E. & Bailey-Kellogg, C. Design and engineering of deimmunized biotherapeutics. Curr. Opin. Struct. Biol. 39, 79–88 (2016).
Doud, M. B., Lee, J. M. & Bloom, J. D. How single mutations affect viral escape from broad and narrow antibodies to H1 influenza hemagglutinin. Nat. Commun. 9, 1386 (2018).
Gasiunas, G. et al. A catalogue of biochemically diverse CRISPR-Cas9 orthologs. Nat. Commun. 11, 5512 (2020).
Takeuchi, N., Wolf, Y. I., Makarova, K. S. & Koonin, E. V. Nature and intensity of selection pressure on CRISPR-associated genes. J. Bacteriol. 194, 1216–1225 (2012).
Andreatta, M. & Nielsen, M. Gapped sequence alignment using artificial neural networks: application to the MHC class I system. Bioinformatics 32, 511–517 (2016).
Nielsen, M. et al. Reliable prediction of T-cell epitopes using neural networks with novel sequence representations. Protein Sci. 12, 1007–1017 (2003).
Osipovitch, D. C. et al. Design and analysis of immune-evading enzymes for ADEPT therapy. Protein Eng. Des. Sel. 25, 613–623 (2012).
Choi, Y., Verma, D., Griswold, K. E. & Bailey-Kellogg, C. in Computational Protein Design (ed. Samish, I.) 375–398 (Springer New York, 2017).
King, C. et al. Removing T-cell epitopes with computational protein design. Proc. Natl Acad. Sci. USA 111, 8577–8582 (2014).
Mazor, R. et al. Elimination of murine and human T-cell epitopes in recombinant immunotoxin eliminates neutralizing and anti-drug antibodies in vivo. Cell. Mol. Immunol. 14, 432–442 (2017).
Wang, Y., Zhao, Y., Bollas, A., Wang, Y. & Au, K. F. Nanopore sequencing technology, bioinformatics and applications. Nat. Biotechnol. 39, 1348–1365 (2021).
Rang, F. J., Kloosterman, W. P. & de Ridder, J. From squiggle to basepair: computational approaches for improving nanopore sequencing read accuracy. Genome Biol. 19, 90 (2018).
Schubert, B. et al. Population-specific design of de-immunized protein biotherapeutics. PLoS Comput. Biol. 14, e1005983 (2018).
Liao, S., Tammaro, M. & Yan, H. Enriching CRISPR-Cas9 targeted cells by co-targeting the HPRT gene. Nucleic Acids Res. 43, e134 (2015).
Yang, F. et al. HPRT1 activity loss is associated with resistance to thiopurine in ALL. Oncotarget 9, 2268–2278 (2018).
Meini, M.-R., Tomatis, P. E., Weinreich, D. M. & Vila, A. J. Quantitative description of a protein fitness landscape based on molecular features. Mol. Biol. Evol. 32, 1774–1787 (2015).
Mali, P. et al. RNA-guided human genome engineering via Cas9. Science 339, 823–826 (2013).
Clement, K. et al. CRISPResso2 provides accurate and rapid genome editing sequence analysis. Nat. Biotechnol. 37, 224–226 (2019).
Ninkovic, T. et al. Identification of O-glycosylated decapeptides within the MUC1 repeat ___domain as potential MHC class I (A2) binding epitopes. Mol. Immunol. 47, 131–140 (2009).
Etschel, J. K. et al. HIV-1 mRNA electroporation of PBMC: a simple and efficient method to monitor T-cell responses against autologous HIV-1 in HIV-1-infected patients. J. Immunol. Methods 380, 40–55 (2012).
Van Camp, K. et al. Efficient mRNA electroporation of peripheral blood mononuclear cells to detect memory T cell responses for immunomonitoring purposes. J. Immunol. Methods 354, 1–10 (2010).
Moreno, A. M. et al. In situ gene therapy via AAV-CRISPR-Cas9-mediated targeted gene regulation. Mol. Ther. 28, 1931 (2020).
Litke, J. L. & Jaffrey, S. R. Highly efficient expression of circular RNA aptamers in cells using autocatalytic transcripts. Nat. Biotechnol. 37, 667–675 (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).
Chen, Y. G. et al. Sensing self and foreign circular RNAs by intron identity. Mol. Cell 67, 228–238.e5 (2017).
Chen, Y. G. et al. N6-Methyladenosine modification controls circular RNA immunity. Mol. Cell 76, 96–109.e9 (2019).
Abe, B. T. et al. Circular RNA migration in agarose gel electrophoresis. Mol. Cell 82, 1768–1777 (2022).
Chen, C.-K. et al. Structured elements drive extensive circular RNA translation. Mol. Cell 81, 4300–4318.e13 (2021).
Yang, Y. et al. Extensive translation of circular RNAs driven by N6-methyladenosine. Cell Res. 27, 626–641 (2017).
Meyer, K. D. et al. 5′ UTR m6A promotes cap-independent translation. Cell 163, 999–1010 (2015).
Weingarten-Gabbay, S. et al. Comparative genetics. Systematic discovery of cap-independent translation sequences in human and viral genomes. Science 351, aad4939 (2016).
Sample, P. J. et al. Human 5′ UTR design and variant effect prediction from a massively parallel translation assay. Nat. Biotechnol. 37, 803–809 (2019).
Stiffler, M. A. et al. Protein structure from experimental evolution. Cell Syst. 10, 15–24.e5 (2020).
Green, A. G. et al. Large-scale discovery of protein interactions at residue resolution using co-evolution calculated from genomic sequences. Nat. Commun. 12, 1396 (2021).
Saylor, K., Gillam, F., Lohneis, T. & Zhang, C. Designs of antigen structure and composition for improved protein-based vaccine efficacy. Front. Immunol. 11, 283 (2020).
Joglekar, A. V. et al. T cell antigen discovery via signaling and antigen-presenting bifunctional receptors. Nat. Methods 16, 191–198 (2019).
Lian, X. et al. Directed cardiomyocyte differentiation from human pluripotent stem cells by modulating Wnt/β-catenin signaling under fully defined conditions. Nat. Protoc. 8, 162–175 (2013).
Kumar, A. et al. Mechanical activation of noncoding-RNA-mediated regulation of disease-associated phenotypes in human cardiomyocytes. Nat. Biomed. Eng. 3, 137–146 (2019).
Tohyama, S. et al. Distinct metabolic flow enables large-scale purification of mouse and human pluripotent stem cell-derived cardiomyocytes. Cell Stem Cell 12, 127–137 (2013).
Chen, D. et al. Rapid discovery of potent siRNA-containing lipid nanoparticles enabled by controlled microfluidic formulation. J. Am. Chem. Soc. 134, 6948–6951 (2012).
Belliveau, N. M. et al. Microfluidic synthesis of highly potent limit-size lipid nanoparticles for in vivo delivery of siRNA. Mol. Ther. Nucleic Acids 1, e37 (2012).
Acknowledgements
We thank members of the Mali lab for discussions, advice and help with experiments. We also thank T. Long, S. Brightman and A. Sutherland for their advice on performing the ELISpot assay. This work was generously supported by UCSD Institutional Funds, NIH grants (R01HG012351, OT2OD032742, R01NS131560, U54CA274502 and DP2NS111507), Department of Defense Grant (W81XWH-22-1-0401), a Longevity Impetus Grant from Norn Group, a UC San Diego Gene Therapy Initiative Grant (GTI-2024-018), and an American Heart Association Postdoctoral Fellowship (AHA 916973). This publication includes data generated at the UC San Diego IGM Genomics Center utilizing an Illumina NovaSeq 6000 that was purchased with funding from a National Institutes of Health SIG grant (S10 OD026929). This work was performed in part at the San Diego Nanotechnology Infrastructure (SDNI) of UCSD, a member of the National Nanotechnology Coordinated Infrastructure, which is supported by the National Science Foundation (grant ECCS-2025752). Some schematics were created using BioRender.
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Conceptualization: M.T., N.P., A.K. and P.M. Experiments: M.T., N.P., A.K., A.D., H.K., S.H., E.F., M.W., C.H., Y.X., K.M., A.P., J.R., A.S., S.N. and P.M. Computational analyses: M.T. and N.P. Design: M.T., N.P., W.L.C., E.J.K. and P.M. Writing: M.T., N.P., A.K. and P.M. with input from all authors.
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The authors have filed patents based on this work. P.M. is a scientific co-founder of Shape Therapeutics, Navega Therapeutics, Pi Bio, Boundless Biosciences and Engine Biosciences. The terms of these arrangements have been reviewed and approved by the University of California, San Diego, in accordance with its conflict-of-interest policies. The other authors declare no competing interests.
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Tong, M., Palmer, N., Dailamy, A. et al. Robust genome and cell engineering via in vitro and in situ circularized RNAs. Nat. Biomed. Eng 9, 109–126 (2025). https://doi.org/10.1038/s41551-024-01245-z
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DOI: https://doi.org/10.1038/s41551-024-01245-z
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