Quantification of Adeno-Associated Virus with Safe Nucleic Acid Dyes
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Abstract
Adeno-associated virus (AAV) is the most commonly used viral vector for both biological and gene therapeutic applications. Although many methods have been developed to measure quantity attributes of AAV, they are often technically challenging and time-consuming. Here, we report a method to titer AAV with GelGreen ® dye, a safe green fluorescence nucleic acid dye recently engineered by Biotium company (Fremont, CA). This method, hereinafter referred to as GelGreen method, provides a fast (∼30 min) and reliable strategy for AAV titration. To validate GelGreen method, we measured genome titer of an AAV reference material AAV8RSM and compared our titration results with those determined by Reference Material Working Group (ARMWG). We showed that GelGreen results and capsid enzyme-linked immunosorbent assay results are comparable with each other. We also showed that GelRed ® dye, a red fluorescence dye from Biotium, can be used to directly “visualize” AAV genome titer on a conventional gel imager, presenting an especially direct approach to estimate viral quantity. Finally, we showed that GelGreen and GelRed dyes can also be used to quantify self-complementary AAV (scAAV) and crudely purified AAV samples. In summary, we described a technique to titer AAV by using new generation of safe DNA dyes. This technique is simple, safe, reliable, and cost efficient. It has potential to be broadly applied for quantifying and normalizing AAV viral vectors.
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DyeBA genome titer for an rAAV reference material differed significantly from qPCR and agreed with capsid titers obtained by ELISA.
“However, the genome titer found with this method for an rAAV reference material differed significantly from results obtained with qPCR and instead agreed with capsid titers obtained by ELISA.”
From Analytical methods for process and product characterization of recombinant adeno-associated virus-based gene therapies (2021) · cites this paper as [59]
DyeBAs can directly quantify genome titer from at least crudely purified samples using FS signals.
“Direct quantification of the genome titer from at least crudely purified samples is possible using FS signals from dye-based binding assays (DyeBAs).”
From Analytical methods for process and product characterization of recombinant adeno-associated virus-based gene therapies (2021) · cites this paper as [59]
Cites
Adeno-associated virus vector as a platform for gene therapy delivery
Wang, D., Tai, P. W. L., & Gao, G. (2019) · Nature Reviews Drug Discovery · doi:10.1038/s41573-019-0012-9 · Cited by 2,444 · see citing works
Xiao, X., Li, J., & Samulski, R. J. (1998) · Journal of Virology · doi:10.1128/jvi.72.3.2224-2232.1998 · Cited by 1,381 · see citing works
Zolotukhin, S., Byrne, B. J., Mason, E. G., Zolotukhin, I., Potter, M., Chesnut, K. A., Summerford, C., Samulski, R. J., & Muzyczka, N. (1999) · Gene Therapy · doi:10.1038/sj.gt.3300938 · Cited by 1,317 · see citing works
Kaplitt, M. G., Leone, P., Samulski, R. J., Xiao, X., Pfaff, D. W., O’Malley, K. L., & During, M. J. (1994) · Nature Genetics · doi:10.1038/ng1094-148 · Cited by 1,031 · see citing works
Hauswirth, W. W., Aleman, T. S., Kaushal, S., Cideciyan, A. V., Schwartz, S. B., Wang, L., Conlon, T. J., Boye, S. L., Flotte, T. R., Byrne, B. J., et al. (2008) · Human Gene Therapy · doi:10.1089/hum.2008.107 · Cited by 954 · see citing works
Samulski, R. J., Chang, L., & Shenk, T. E. (1989) · Journal of Virology · doi:10.1128/jvi.63.9.3822-3828.1989 · Cited by 742 · see citing works
Burger, C., Gorbatyuk, O. S., Velardo, M. J., Peden, C. S., Williams, P., Zolotukhin, S., Reier, P. J., Mandel, R. J., & Muzyczka, N. (2004) · Molecular Therapy · doi:10.1016/j.ymthe.2004.05.024 · Cited by 741 · see citing works
McCarty, D., Monahan, P., & Samulski, R. (2001) · Gene Therapy · doi:10.1038/sj.gt.3301514 · Cited by 735 · see citing works
Cideciyan, A. V., Alemán, T. S., Boye, S. L., Schwartz, S., Kaushal, S., Román, A. J., Pang, J., Sumaroka, A., Windsor, E. A. M., Wilson, J. M., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0807027105 · Cited by 674 · see citing works
AAV-Mediated Gene Therapy for Research and Therapeutic Purposes
Samulski, R. J., & Muzyczka, N. (2014) · Annual Review of Virology · doi:10.1146/annurev-virology-031413-085355 · Cited by 582 · see citing works
Production and characterization of adeno-associated viral vectors
Grieger, J. C., Choi, V. W., & Samulski, R. J. (2006) · Nature Protocols · doi:10.1038/nprot.2006.207 · Cited by 567 · see citing works
Self-complementary AAV vectors; advances and applications
McCarty, D. M. (2008) · Molecular Therapy · doi:10.1038/mt.2008.171 · Cited by 515 · see citing works
Aurnhammer, C., Haase, M., Müther, N., Mück-Häusl, M., Rauschhuber, C., Huber, I., Nitschko, H., Busch, U., Sing, A., Ehrhardt, A., et al. (2012) · Human Gene Therapy Methods · doi:10.1089/hgtb.2011.034 · Cited by 495 · see citing works
Hermonat, P. L., & Muzyczka, N. (1984) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.81.20.6466 · Cited by 480 · see citing works
PicoGreen quantitation of DNA: effective evaluation of samples pre- or post-PCR
Ahn, S. (1996) · Nucleic Acids Research · doi:10.1093/nar/24.13.2623 · Cited by 478 · see citing works
Wang, Z., Ma, H.-I., Li, J., Sun, L., Zhang, J., & Xiao, X. (2003) · Gene Therapy · doi:10.1038/sj.gt.3302133 · Cited by 413 · see citing works
Ayuso, E., Mingozzi, F., Montané, J., León, X., Anguela, X. M., Haurigot, V., Edmonson, S. A., Africa, L. M., Zhou, S., High, K. A., et al. (2009) · Gene Therapy · doi:10.1038/gt.2009.157 · Cited by 279 · see citing works
Flotte, T. R., Carter, B., Conrad, C., Guggino, W. B., Reynolds, T. C., Rosenstein, B. J., Taylor, G. R., Walden, S. M., & Wetzel, R. C. (1996) · Human Gene Therapy · doi:10.1089/hum.1996.7.9-1145 · Cited by 278 · see citing works
Bennicelli, J., Wright, J. F., Komaromy, A., Jacobs, J. B., Hauck, B., Zelenaia, O., Mingozzi, F., Hui, D., Chung, D., Rex, T. S., et al. (2008) · Molecular Therapy · doi:10.1038/sj.mt.6300389 · Cited by 267 · see citing works
Factors Influencing Recombinant Adeno-Associated Virus Production
Salvetti, A., Orève, S., Chadeuf, G., Favre, D., Chérel, Y., Champion-Arnaud, P., David-Ameline, J., & Moullier, P. (1998) · Human Gene Therapy · doi:10.1089/hum.1998.9.5-695 · Cited by 241 · see citing works
Quantification of adeno-associated virus particles and empty capsids by optical density measurement
Sommer, J. Ü. M., Smith, P. H., Parthasarathy, S., Isaacs, J., Vijay, S., Kieran, J., Powell, S. K., McClelland, A., & Wright, J. F. (2003) · Molecular Therapy · doi:10.1016/s1525-0016(02)00019-9 · Cited by 230 · see citing works
Sensitive determination of cell number using the CyQUANT® cell proliferation assay
Jones, L. J., Gray, M. D., Yue, S. T., Haugland, R. P., & Singer, V. L. (2001) · Journal of Immunological Methods · doi:10.1016/s0022-1759(01)00404-5 · Cited by 219 · see citing works
Dragan, A. I., Casas‐Finet, J. R., Bishop, E. S., et al. (2010) · Biophysical Journal · doi:10.1016/j.bpj.2010.09.012 · Cited by 208 · see citing works
Grimm, D., Kern, A., Pawlita, M., Ferrari, F. K., Samulski, R. J., & Kleinschmidt, J. A. (1999) · Gene Therapy · doi:10.1038/sj.gt.3300946 · Cited by 195 · see citing works
Lock, M., Alvira, M. R., Chen, S.-J., & Wilson, J. M. (2014) · Human Gene Therapy Methods · doi:10.1089/hgtb.2013.131 · Cited by 163 · see citing works
Thermal Stability as a Determinant of AAV Serotype Identity
Bennett, A. D., Patel, S., Mietzsch, M., Jose, A., Lins, B., Yu, J. C., Bothner, B. B., McKENNA, R. V., & Agbandje‐McKenna, M. (2017) · Molecular Therapy — Methods & Clinical Development · doi:10.1016/j.omtm.2017.07.003 · Cited by 157 · see citing works
Characterization of a recombinant adeno-associated virus type 2 Reference Standard Material
Lock, M., McGorray, S., Auricchio, A., Ayuso, E., Beecham, E. J., Blouin-Tavel, V., Bosch, F., Bose, M., Byrne, B. J., Caton, T., et al. (2010) · Human Gene Therapy · doi:10.1089/hum.2009.223 · Cited by 131 · see citing works
Accurate Quantification and Characterization of Adeno-Associated Viral Vectors
Dobnik, D., Kogovšek, P., Jakomin, T., Košir, N., Tušek Žnidarič, M., Leskovec, M., Kaminsky, S. M., Mostrom, J., Lee, H., & Ravnikar, M. (2019) · Frontiers in Microbiology · doi:10.3389/fmicb.2019.01570 · Cited by 123 · see citing works
Adeno-associated virus: fit to serve
Zinn, E. M., & Vandenberghe, L. H. (2014) · Current Opinion in Virology · doi:10.1016/j.coviro.2014.07.008 · Cited by 122 · see citing works
Veldwijk, M. R., Topaly, J., Laufs, S., Hengge, U. R., Wenz, F. K., Zeller, W. J., & Früehauf, S. (2002) · Molecular Therapy · doi:10.1006/mthe.2002.0659 · Cited by 106 · see citing works
Adeno-Associated Viral Vectors for Mapping, Monitoring, and Manipulating Neural Circuits
Betley, J. N., & Sternson, S. M. (2011) · Human Gene Therapy · doi:10.1089/hum.2010.204 · Cited by 102 · see citing works
Ayuso, E., Blouin, V., Lock, M., McGorray, S., Leon, X., Alvira, M. R., Auricchio, A., Bucher, S., Chtarto, A., Clark, K. R., et al. (2014) · Human Gene Therapy · doi:10.1089/hum.2014.057 · Cited by 94 · see citing works
D'Costa, S., Blouin, V., Broucque, F., Penaud-Budloo, M., Fçranois, A., Perez, I. C., Le Bec, C., Moullier, P., Snyder, R. O., & Ayuso, E. (2016) · Molecular Therapy - Methods & Clinical Development · doi:10.1038/mtm.2016.19 · Cited by 89 · see citing works
Sondhi, D., Peterson, D. A., Giannaris, E. L., Sanders, C. T., Mendez, B. S., De, B. P., Rostkowski, A. B., Blanchard, B. C., Bjugstad, K. B., Sladek, J. R., et al. (2005) · Gene Therapy · doi:10.1038/sj.gt.3302549 · Cited by 86 · see citing works
Genetically Targeted Binary Labeling of Retinal Neurons
Zhu, Y., Xu, J., Hauswirth, W. W., & DeVries, S. H. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.2960-13.2014 · Cited by 77 · see citing works
Self-citationAdvances in AAV Vector Development for Gene Therapy in the Retina
Day, T. P., Byrne, L. C., Schaffer, D. V., & Flannery, J. G. (2014) · Advances in experimental medicine and biology · doi:10.1007/978-1-4614-3209-8_86 · Cited by 71 · see citing works
Piedra, J., Ontiveros, M., Miravet, S., Penalva, C., Monfar, M., & Chillon, M. (2015) · Human Gene Therapy Methods · doi:10.1089/hgtb.2014.120 · Cited by 70 · see citing works
Near-perfect infectivity of wild-type AAV as benchmark for infectivity of recombinant AAV vectors
Zeltner, N., Kohlbrenner, E., Clément, N., Weber, T., & Linden, R. M. (2010) · Gene Therapy · doi:10.1038/gt.2010.27 · Cited by 70 · see citing works
Werling, N. J., Satkunanathan, S., Thorpe, R., & Zhao, Y. (2015) · Human Gene Therapy Methods · doi:10.1089/hgtb.2015.013 · Cited by 53 · see citing works
Zhen, Z., Espinoza, Y., Bleu, T., Sommer, J. M., & Wright, J. F. (2004) · Human Gene Therapy · doi:10.1089/1043034041361262 · Cited by 51 · see citing works
François, A., Bouzelha, M., Lecomte, E., Broucque, F., Penaud-Budloo, M., Adjali, O., Moullier, P., Blouin, V., & Ayuso, E. (2018) · Molecular Therapy - Methods & Clinical Development · doi:10.1016/j.omtm.2018.07.004 · Cited by 50 · see citing works
Kohlbrenner, E., Henckaerts, E., Rapti, K., Gordon, R. E., Linden, R. M., Hajjar, R. J., & Weber, T. (2012) · Human Gene Therapy Methods · doi:10.1089/hgtb.2012.049 · Cited by 36 · see citing works
Production and Characterization of Vectors Based on the Cardiotropic AAV Serotype 9
Kohlbrenner, E., & Weber, T. (2016) · Methods in molecular biology · doi:10.1007/978-1-4939-6588-5_6 · Cited by 22 · see citing works
Jara, J. H., Stanford, M. J., Zhu, Y., Tu, M., Hauswirth, W. W., Bohn, M. C., DeVries, S. H., & Özdi̇nler, P. H. (2015) · Gene Therapy · doi:10.1038/gt.2015.112 · Cited by 18 · see citing works
Self-citationHerpesvirus-based infectious titering of recombinant adeno-associated viral vectors
Mohiuddin, I. T., Loiler, S., Zolotukhin, I., Byrne, B. J., Flotte, T. R., & Snyder, R. O. (2004) · Molecular Therapy · doi:10.1016/j.ymthe.2004.08.030 · Cited by 15 · see citing works
Stability of the adeno-associated virus 8 reference standard material
Penaud-Budloo, M., Broucque, F., Harrouet, K., Bouzelha, M., Saleun, S., Douthe, S., D’Costa, S., Ogram, S., Adjali, O., Blouin, V., et al. (2019) · Gene Therapy · doi:10.1038/s41434-019-0072-9 · Cited by 14 · see citing works
A rapid in vitro method to flip back the double-floxed inverted open reading frame in a plasmid
Xu, J., & Zhu, Y. (2018) · BMC Biotechnology · doi:10.1186/s12896-018-0462-x · Cited by 3 · see citing works
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Gimpel, A. L., Katsikis, G., Sha, S., Maloney, A. J., Hong, M. S., Nguyen, T. N. T., Wolfrum, J., Springs, S. L., Sinskey, A. J., Manalis, S. R., et al. (2021) · Molecular Therapy - Methods & Clinical Development · doi:10.1016/j.omtm.2021.02.010 · Cited by 185 · see citing works
Intersectional mapping of multi-transmitter neurons and other cell types in the brain
Xu, J., Jo, A., DeVries, R. P., Deniz, S., Cherian, S., Sunmola, I., Song, X., Marshall, J. J., Gruner, K. A., Daigle, T. L., et al. (2022) · Cell Reports · doi:10.1016/j.celrep.2022.111036 · Cited by 27 · see citing works
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- Authors
- Xu, J., DeVries, S. H., & Zhu, Y.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Zhu, Yongling
- Venue
- Human Gene Therapy
- Publisher
- SAGE Publications
- Published
- 2020-10
- Volume
- 31
- Issue
- 19-20
- Pages
- 1086-1099
- ISSN
- 1043-0342 (ISSN-L)
- 1557-7422
- PMC
- PMC7588323
- OpenAlex
- W3021961135
- Cited by
- 25
- References
- 47
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 6 · 2023: 1 · 2022: 4 · 2021: 4
- FWCI
- 1.32
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Human Gene Therapy (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Northwestern University
- National Eye Institute (R01EY018204, R01EY030169)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Virus-based gene therapy research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Molecular Biology Techniques and Applications
- Keywords
- adeno-associated virus, self-complementary AAV
- MeSH terms
- Dependovirus, DNA, Viral, Fluorescent Dyes, Genetic Vectors, Humans
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