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Adeno-associated virus genome quantification with amplification-free CRISPR-Cas12a

Abstract

Efficient manufacturing of recombinant Adeno-Associated Viral (rAAV) vectors to meet rising clinical demand remains a major hurdle. One of the most significant challenges is the generation of large amounts of empty capsids without the therapeutic genome. There is no standardized analytical method to accurately quantify the viral genes, and subsequently the empty-to-full ratio, making the manufacturing challenges even more complex. We propose the use of CRISPR diagnostics (CRISPR-Dx) as a robust and rapid approach to determine AAV genome titers. We designed and developed the CRISPR-AAV Evaluation (CRAAVE) assay to maximize sensitivity, minimize time-to-result, and provide a potentially universal design for quantifying multiple transgene constructs encapsidated within different AAV serotypes. We also demonstrate an on-chip CRAAVE assay with lyophilized reagents to minimize end user assay input. The CRAAVE assay was able to detect AAV titers as low as 7e7 vg/mL with high precision (<3% error) in quantifying unknown AAV titers when compared with conventional quantitative PCR (qPCR) method. The assay only requires 30 min of assay time, shortening the analytical workflow drastically. Our results suggest CRISPR-Dx could be a promising tool for efficient rAAV genome titer quantification and has the potential to revolutionize biomanufacturing process analytical technology (PAT).

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Fig. 1: Schematic of CRAAVE assay workflow.
Fig. 2: Assay design and proof of concept.
Fig. 3: CRAAVE assay demonstration on Virovek AAV.
Fig. 4: Effect of assay temperature on detection kinetics.
Fig. 5: CRAAVE assay optimization on affinity purified AAV2.
Fig. 6: CRAAVE assay detection of different genomic constructs in 3 different affinity purified AAV serotypes.
Fig. 7: Michaelis-Menten kinetics of the CRAAVE assay.

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Data availability

Data presented in this study can be found in the article and supplementary file. Additional data are available from the corresponding author upon reasonable request.

References

  1. Rose JA, Hoggan MD, Shatkin AJ. Nucleic acid from an adeno-associated virus: chemical and physical studies. PNAS. 1966;56:86–92.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Naso MF. Adeno-Associated Virus (AAV) as a vector for gene therapy. BioDrugs. 2017;31:315–32.

    Article  Google Scholar 

  3. Wang D, Tai PWL, Gao G. Adeno-associated virus vector as a platform for gene therapy delivery. Nat Rev Drug Discov. 2019;18:358–78.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Au HKE, Isalan M, Mielcarek M. Gene therapy advances: a meta-analysis of AAV usage in clinical settings. Front Med. 2022;8:1–14.

    Article  Google Scholar 

  5. Srivastava A, Mallela KMG, Deorkar N, Brophy G. Manufacturing challenges and rational formulation development for AAV viral vectors. J Pharm Sci. 2021;110:2609–24.

    Article  CAS  PubMed  Google Scholar 

  6. Burnham B, Nass S, Kong E, Mattingly M, Woodcock D, Song A, et al. Analytical ultracentrifugation as an approach to characterize recombinant adeno-associated viral vectors. Hum Gene Ther Methods. 2015;26:228–42.

    Article  CAS  PubMed  Google Scholar 

  7. Fu X, Chen WC, Argento C, Clarner P, Bhatt V, Dickerson R, et al. Analytical strategies for quantification of adeno-associated virus empty capsids to support process development. Hum Gene Ther Methods. 2019;30:144–52.

    Article  CAS  PubMed  Google Scholar 

  8. Dobnik D, Kogovšek P, Jakomin T, Košir N, Tušek M. Accurate quantification and characterization of adeno-associated viral vectors. Front Microbiol. 2019;10:1–13.

    Article  Google Scholar 

  9. Gimpel AL, Katsikis G, Sha S, Maloney AJ, Hong MS, Nguyen TNT, et al. Analytical methods for process and product characterization of recombinant adeno-associated virus-based gene therapies. Mol Ther Methods Clin Dev. 2021;20:740–54.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Wang Y, Menon N, Shen S, Feschenko M, Bergelson S. A qPCR method for AAV genome titer with ddPCR-level of accuracy and precision. Mol Ther Methods Clin Dev. 2020;19:341–6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Tai AC, Parfenov M, Gorham JM. Droplet Digital PCR with evagreen assay: confirmational analysis of structural variants. Curr Protoc Hum Genet. 2018;97:1–16.

    Google Scholar 

  12. Chen JS, Ma E, Harrington LB, Da Costa M, Tian X, Palefsky JM, et al. CRISPR-Cas12a target binding unleashes indiscriminate single-stranded DNase activity. Science. 2018;360:1–5.

  13. Gootenberg JS, Abudayyeh OO, Lee JW, Essletzbichler P, Dy AJ, Joung J, et al. Nucleic acid detection with CRISPR-Cas13a/C2c2. Science. 2017;356:438–42.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Kaminski MM, Abudayyeh OO, Gootenberg JS, Zhang F, Collins JJ. CRISPR-based diagnostics. Nat Biomed Eng. 2021;5:643–56.

    Article  CAS  PubMed  Google Scholar 

  15. Mohammad N, Katkam SS, Wei Q. Recent advances in CRISPR-based biosensors for point-of-care pathogen detection. Cris J. 2022;5:500–16.

    Article  CAS  Google Scholar 

  16. FDA. In Vitro Diagnostics EUAs [Internet]. Available from: https://www.fda.gov/medical-devices/coronavirus-disease-2019-covid-19-emergency-use-authorizations-medical-devices/vitro-diagnostics-euas.

  17. Wilmott P, Lisowski L, Alexander IE, Logan GJ. A user’s guide to the inverted terminal repeats of adeno-associated virus. Hum Gene Ther Methods. 2019;30:206–13.

    Article  CAS  PubMed  Google Scholar 

  18. Wang XS, Ponnazhagan S, Srivastava A. Rescue and replication of adeno-associated virus type 2 as well as vector DNA sequences from recombinant plasmids containing deletions in the viral inverted terminal repeats: selective encapsidation of viral genomes in progeny virions. J Virol. 1996;70:1668–77.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Dai Y, Somoza RA, Wang L, Welter JF, Li Y, Caplan AI, et al. Exploring the trans-cleavage activity of CRISPR-Cas12a (cpf1) for the development of a universal electrochemical biosensor. Angew Chem. 2019;58:17399–405.

    Article  CAS  Google Scholar 

  20. Hsieh K, Zhao G, Wang TH. Applying biosensor development concepts to improve preamplification-free CRISPR/Cas12a-Dx. Analyst. 2020;145:4880–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Zetsche B, Gootenberg JS, Abudayyeh OO, Slaymaker IM, Makarova KS, Essletzbichler P, et al. Cpf1 is a single RNA-guided endonuclease of a class 2 CRISPR-cas system. Cell. 2015;163:759–71.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Srivastava A, Lusby EW, Berns KI. Nucleotide sequence and organization of the adeno-associated virus 2 genome. J Virol. 1983;45:555–64.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Aurnhammer C, Haase M, Muether N, Hausl M, Rauschhuber C, Huber I, et al. Universal real-time PCR for the detection and quantification of adeno-associated virus serotype 2-derived inverted terminal repeat sequences. Hum Gene Ther Methods B. 2012;28:18–28.

    Article  Google Scholar 

  24. Qian S, Chen Y, Xu X, Peng C, Wang X, Wu H, et al. Advances in amplification-free detection of nucleic acid: CRISPR/Cas system as a powerful tool. Anal Biochem. 2022;643:1–12.

    Article  Google Scholar 

  25. Lock M, Alvira MR, Chen S, Wilson JM. Absolute determination of single-stranded and self-complementary adeno-associated viral vector genome titers by droplet digital PCR. Hum Gene Ther Methods. 2014;125:115–25.

    Article  Google Scholar 

  26. Li Z, Zhao W, Ma S, Li Z, Yao Y, Fei T. A chemical-enhanced system for CRISPR-Based nucleic acid detection. Biosens Bioelectron. 2021;192:1–43.

    Article  Google Scholar 

  27. Lv X, Cao W, Zhang H, Zhang Y, Shi L, Ye L. CE–RAA–CRISPR assay: a rapid and sensitive method for detecting vibrio parahaemolyticus in Seafood. Foods. 2022;11:1–13.

    Article  Google Scholar 

  28. Hebben M. Downstream bioprocessing of AAV vectors: industrial challenges & regulatory requirements. Cell Gene Ther Insights. 2018;4:131–46.

    Article  Google Scholar 

  29. Nguyen TNT, Sha S, Hong MS, Maloney AJ, Barone PW, Neufeld C, et al. Mechanistic model for production of recombinant adeno-associated virus via triple transfection of HEK293 cells. Mol Ther Methods Clin Dev. 2021;21:642–55.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Clément N, Grieger JC. Manufacturing of recombinant adeno-associated viral vectors for clinical trials. Mol Ther Methods Clin Dev. 2016;3:1–7.

    Article  Google Scholar 

  31. Ali Z, Aman R, Mahas A, Rao GS, Tehseen M, Marsic T, et al. iSCAN: an RT-LAMP-coupled CRISPR-Cas12 module for rapid, sensitive detection of SARS-CoV-2. Virus Res. 2020;288:198129.

    Article  CAS  PubMed  Google Scholar 

  32. Li L, Li S, Wu N, Wu J, Wang G, Zhao G, et al. HOLMESv2: A CRISPR-Cas12b-assisted platform for nucleic acid detection and DNA methylation quantitation. ACS Synth Biol. 2019;8:2228–37.

    Article  CAS  PubMed  Google Scholar 

  33. Ooi KH, Liu MM, Tay JWD, Teo SY, Kaewsapsak P, Jin S, et al. An engineered CRISPR-Cas12a variant and DNA-RNA hybrid guides enable robust and rapid COVID-19 testing. Nat Commun. 2021;12:1–23.

    Article  Google Scholar 

  34. Fozouni P. Harnessing CRISPR-Cas13a towards the direct detection of RNA viruses [dissertation]. San Francisco (CA): University of California, San Francisco; 2020.

  35. Chen FE, Lee PW, Trick AY, Park JS, Chen L, Shah K, et al. Point-of-care CRISPR-Cas-assisted SARS-CoV-2 detection in an automated and portable droplet magnetofluidic device. Biosens Bioelectron. 2021;190:1–8.

    Article  Google Scholar 

  36. Mohammad N, Katkam SS, Wei Q. A sensitive and nonoptical CRISPR detection mechanism by sizing double-stranded λ DNA reporter. Angew Chem. 2022;61:1–10.

    Article  Google Scholar 

  37. Lu S, Tong X, Han Y, Zhang K, Zhang Y, Chen Q, et al. Fast and sensitive detection of SARS-CoV-2 RNA using suboptimal protospacer adjacent motifs for Cas12a. Nat Biomed Eng. 2022;6:286–97.

    Article  CAS  PubMed  Google Scholar 

  38. Nguyen LT, Rananaware SR, Pizzano BLM, Stone BT, Jain PK. Clinical validation of engineered CRISPR/Cas12a for rapid SARS-CoV-2 detection. Commun Med. 2022;2:1–11.

    Article  Google Scholar 

  39. Ning B, Yu T, Zhang S, Huang Z, Tian D, Lin Z, et al. A smartphone-read ultrasensitive and quantitative saliva test for COVID-19. Sci Adv. 2021;7:19–23.

    Article  Google Scholar 

  40. Yu T, Zhang S, Matei R, Beisel CL, Wei Q, Marx W. Coupling smartphone and CRISPR – Cas12a for digital and multiplexed nucleic acid detection. AIChE J. 2021;67:1–13.

    Article  Google Scholar 

  41. Nguyen LT, Smith BM, Jain PK. Enhancement of trans-cleavage activity of Cas12a with engineered crRNA enables amplified nucleic acid detection. Nat Commun. 2020;11:1–13.

    Google Scholar 

  42. Smith CW, Kachwala MJ, Nandu N, Yigit MV. Recognition of DNA target formulations by CRISPR-Cas12a using a dsDNA reporter. ACS Synth Biol. 2021;10:1785–91.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Cofsky JC, Karandur D, Huang CJ, Witte IP, Kuriyan J, Doudna JA. CRISPR-Cas12a exploits R-loop asymmetry to form double-strand breaks. Elife. 2020;9:1–32.

    Article  Google Scholar 

  44. Ramachandran A, Santiago JG. CRISPR enzyme kinetics for molecular diagnostics. Anal Chem. 2021;93:7456–64.

    Article  CAS  PubMed  Google Scholar 

  45. FDA. Guidance for Industry, PAT-A Framework for Innovative Pharmaceutical Development, Manufacturing and Quality Assurance. 2004. Available from: http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/ucm070305.pdf.

  46. Hetzler Z, Wang Y, Krafft D, Jamalzadegan S, Overton L, Kudenov MW, et al. Flexible sensor patch for continuous carbon dioxide monitoring. Front Chem. 2022;10:1–11.

    Article  Google Scholar 

  47. Blessing D, Vachey G, Pythoud C, Rey M, Padrun V, Wurm FM, et al. Scalable production of AAV vectors in orbitally shaken HEK293 Cells. Mol Ther Methods Clin Dev. 2019;13:14–26.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

The authors would like to thank Merck KGaA and Millipore-Sigma for their support and supply of rAAV. The authors would also like to acknowledge the funding support from the National Institute for Innovation in Manufacturing Biopharmaceuticals (NIIMBL). We would also like to thank Christopher Cummings and Shriarjun Shastry from the Biomanufacturing, Training, and Education Center (BTEC) at NC State for their work in AAV production and purification to support this work.

Funding

We sincerely thank the funding support from the National Institute for Innovation in Manufacturing Biopharmaceuticals (NIIMBL) for this work.

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Contributions

ZH and QW conceived the project and designed the experiments. SM and AH provided input and discussion towards experimental design and manuscript revision. ZH, NL, NM, JK, LT, and DF performed the experiments. ALN, LO, HM, HG, and OR produced and purified the AAV. ZH and QW wrote the original manuscript, and all authors reviewed and edited the manuscript.

Corresponding author

Correspondence to Qingshan Wei.

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Hetzler, Z., Marinakos, S.M., Lott, N. et al. Adeno-associated virus genome quantification with amplification-free CRISPR-Cas12a. Gene Ther (2024). https://doi.org/10.1038/s41434-024-00449-x

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