Purification of multiplex oligonucleotide libraries by synthesis and selection
Abstract
Complex oligonucleotide (oligo) libraries are essential materials for diverse applications in synthetic biology, pharmaceutical production, nanotechnology and DNA-based data storage. However, the error rates in synthesizing complex oligo libraries can be substantial, leading to increment in cost and labor for the applications. As most synthesis errors arise from faulty insertions and deletions, we developed a length-based method with single-base resolution for purification of complex libraries containing oligos of identical or different lengths. Our method-purification of multiplex oligonucleotide libraries by synthesis and selection-can be performed either step-by-step manually or using a next-generation sequencer. When applied to a digital data-encoded library containing oligos of identical length, the method increased the purity of full-length oligos from 83% to 97%. We also show that libraries encoding the complementarity-determining region H3 with three different lengths (with an empirically achieved diversity >10 6) can be simultaneously purified in one pot, increasing the in-frame oligo fraction from 49.6% to 83.5%.
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Enzymatic DNA synthesis is expected to become both cheaper and faster than phosphoramidite synthesis for data storage applications.
“this approach is expected to become both cheaper and faster than phosphoramidite synthesis for data storage applications.40”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [40]
Cites
antiSMASH 3.0—a comprehensive resource for the genome mining of biosynthetic gene clusters
Weber, T., Blin, K., Duddela, S., Krug, D., Kim, H. U., Bruccoleri, R. E., Lee, S. Y., Fischbach, M. A., Müller, R., Wohlleben, W., et al. (2015) · Nucleic Acids Research · doi:10.1093/nar/gkv437 · Cited by 1,868 · see citing works
DNA Origami with Complex Curvatures in Three-Dimensional Space
Han, D., Pal, S., Nangreave, J., Deng, Z., Liu, Y., & Yan, H. (2011) · Science · doi:10.1126/science.1202998 · Cited by 1,216 · see citing works
Optimized libraries for CRISPR-Cas9 genetic screens with multiple modalities
Sanson, K. R., Hanna, R. E., Hegde, M., Donovan, K. F., Strand, C., Sullender, M. E., Vaimberg, E. W., Goodale, A., Root, D. E., Piccioni, F., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-07901-8 · Cited by 1,043 · see citing works
DNA Fountain enables a robust and efficient storage architecture
Erlich, Y., & Zielinski, D. (2017) · Science · doi:10.1126/science.aaj2038 · Cited by 898 · see citing works
Large-scale de novo DNA synthesis: technologies and applications
Kosuri, S., & Church, G. M. (2014) · Nature Methods · doi:10.1038/nmeth.2918 · Cited by 869 · see citing works
Random access in large-scale DNA data storage
Organick, L., Ang, S. D., Chen, Y.-J., Lopez, R., Yekhanin, S., Makarychev, K., Racz, M. Z., Kamath, G., Gopalan, P., Nguyen, B., et al. (2018) · Nature Biotechnology · doi:10.1038/nbt.4079 · Cited by 775 · see citing works
Keshavarz, M., Debroye, E., Ottesen, M., Martín, C., Zhang, H., Fron, E., Küchler, R., Steele, J. A., Bremholm, M., de Vondel, J. V., et al. (2020) · Advanced Materials · doi:10.1002/adma.202001878 · Cited by 619 · see citing works
Shim, H., Chasman, D. I., Smith, J. D., Mora, S., Ridker, P. M., Nickerson, D. A., Krauss, R. M., & Stephens, M. (2015) · PLoS ONE · doi:10.1371/journal.pone.0120758 · Cited by 552 · see citing works
Accurate multiplex gene synthesis from programmable DNA microchips
Tian, J., GONG, H. R., Sheng, N., Zhou, X., Gülari, E., Gao, X., & Church, G. M. (2004) · Nature · doi:10.1038/nature03151 · Cited by 408 · see citing works
Programmable self-assembly of three-dimensional nanostructures from 10,000 unique components
Ong, L. L., Hanikel, N., Yaghi, O., Grun, C. N., Strauss, M. T., Bron, P., Lai‐Kee‐Him, J., Schueder, F., Wang, B., Wang, P., et al. (2017) · Nature · doi:10.1038/nature24648 · Cited by 406 · see citing works
Saturation editing of genomic regions by multiplex homology-directed repair
Findlay, G. M., Boyle, E. A., Hause, R. J., Klein, J. C., & Shendure, J. (2014) · Nature · doi:10.1038/nature13695 · Cited by 362 · see citing works
Systematic evaluation of error rates and causes in short samples in next-generation sequencing
Pfeiffer, F., Gröber, C., Blank, M., Händler, K., Beyer, M., Schultze, J. L., & Mayer, G. (2018) · Scientific Reports · doi:10.1038/s41598-018-29325-6 · Cited by 339 · see citing works
Forward Error Correction for DNA Data Storage
Blawat, M., Gaedke, K., Hütter, I., Chen, X.-M., Turczyk, B., Inverso, S., Pruitt, B. W., & Church, G. M. (2016) · Procedia Computer Science · doi:10.1016/j.procs.2016.05.398 · Cited by 333 · see citing works
Sources of PCR-induced distortions in high-throughput sequencing data sets
Kebschull, J. M., & Zador, A. M. (2015) · Nucleic Acids Research · doi:10.1093/nar/gkv717 · Cited by 300 · see citing works
Length distribution of CDRH3 in antibodies
Wu, T. T., Johnson, G., & Kabat, E. A. (1993) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340160102 · Cited by 284 · see citing works
Total Synthesis of the Gene for an Alanine Transfer Ribonucleic Acid from Yeast
Agarwal, K. L., Büchi, H., Caruthers, M. H., Gupta, N. K., Khorana, H. G., Kleppe, K., Kumar, A., Ohtsuka, E., RajBhandary, U. L., van de Sande, J. H., et al. (1970) · Nature · doi:10.1038/227027a0 · Cited by 273 · see citing works
Scalable gene synthesis by selective amplification of DNA pools from high-fidelity microchips
Kosuri, S., Eroshenko, N., LeProust, E. M., Super, M., Way, J. C., Li, J. B., & Church, G. M. (2010) · Nature Biotechnology · doi:10.1038/nbt.1716 · Cited by 266 · see citing works
Mismatch cleavage by single-strand specific nucleases
Till, B. J. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh599 · Cited by 263 · see citing works
Lee, C. V., Liang, W., Dennis, M. S., Eigenbrot, C. W., Sidhu, S. S., & Fuh, G. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.05.051 · Cited by 228 · see citing works
Guo, J., Xu, N., Li, Z., Zhang, S., Wu, J. F., Kim, D. H., Marma, M. S., Meng, Q., Cao, H., Li, X., et al. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0804023105 · Cited by 181 · see citing works
HEDGES error-correcting code for DNA storage corrects indels and allows sequence constraints
Press, W. H., Hawkins, J. A., Jones, S. K., Schaub, J. M., & Finkelstein, I. J. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2004821117 · Cited by 178 · see citing works
Massively parallel single-amino-acid mutagenesis
Kitzman, J. O., Starita, L. M., Lo, R. S., Fields, S., & Shendure, J. (2015) · Nature Methods · doi:10.1038/nmeth.3223 · Cited by 154 · see citing works
Parallel on-chip gene synthesis and application to optimization of protein expression
Quan, J., Saaem, I., Tang, N. C., Ma, S., Negre, N. N., GONG, H. R., White, K. P., & Tian, J. (2011) · Nature Biotechnology · doi:10.1038/nbt.1847 · Cited by 152 · see citing works
Synthetic therapeutic antibodies
Sidhu, S. S., & Fellouse, F. A. (2006) · Nature Chemical Biology · doi:10.1038/nchembio843 · Cited by 147 · see citing works
Editorial: NAR Surveys the Past, Present and Future of Restriction Endonucleases
Dynan, W. S., Fox, K., & Stoddard, B. L. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt1324 · Cited by 140 · see citing works
Protein-mediated error correction for de novo DNA synthesis
Carr, P. A. (2004) · Nucleic Acids Research · doi:10.1093/nar/gnh160 · Cited by 139 · see citing works
Lindenbaum, M., Perkins, E., Csonka, E., Fleming, E., Garcia, L., Greene, A., Gung, L., Hadlaczky, G., Lee, E., Leung, J., et al. (2004) · Nucleic Acids Research · doi:10.1093/nar/gnh169 · Cited by 137 · see citing works
Wan, W. B., Migawa, M. T., Vasquez, G., Murray, H. M., Nichols, J. G., Gaus, H. J., Berdeja, A., Lee, S. S., Hart, C. E., Lima, W. F., et al. (2014) · Nucleic Acids Research · doi:10.1093/nar/gku1115 · Cited by 128 · see citing works
Choi, Y., Ryu, T., Lee, A. C., Choi, H., Lee, H., Park, J., Song, S.-H., Kim, S., Kim, H., Park, W., et al. (2019) · Scientific Reports · doi:10.1038/s41598-019-43105-w · Cited by 128 · see citing works
Self-citationMicroarrays for identifying binding sites and probing structure of RNAs
Kierzek, R., Turner, D. H., & Kierzek, E. (2014) · Nucleic Acids Research · doi:10.1093/nar/gku1303 · Cited by 103 · see citing works
Effects of short indels on protein structure and function in human genomes
Lin, M., Whitmire, S. M., Chen, J., Farrel, A., Shi, X. M., & Guo, J. (2017) · Scientific Reports · doi:10.1038/s41598-017-09287-x · Cited by 102 · see citing works
Matzas, M., Stähler, P. F., Kefer, N., Siebelt, N., Boisguérin, V., Leonard, J. T., Keller, A., Stähler, C., Häberle, P., Gharizadeh, B., et al. (2010) · Nature Biotechnology · doi:10.1038/nbt.1710 · Cited by 96 · see citing works
Accurate gene synthesis with tag-directed retrieval of sequence-verified DNA molecules
Schwartz, J. J., Lee, C., & Shendure, J. (2012) · Nature Methods · doi:10.1038/nmeth.2137 · Cited by 94 · see citing works
DNA polymerases drive DNA sequencing-by-synthesis technologies: both past and present
Chen, C.-Y. (2014) · Frontiers in Microbiology · doi:10.3389/fmicb.2014.00305 · Cited by 88 · see citing works
Correcting errors in synthetic DNA through consensus shuffling
Binkowski, B. F. (2005) · Nucleic Acids Research · doi:10.1093/nar/gni053 · Cited by 84 · see citing works
Error correction in gene synthesis technology
Ma, S., Saaem, I., & Tian, J. (2011) · Trends in biotechnology · doi:10.1016/j.tibtech.2011.10.002 · Cited by 82 · see citing works
Choi, Y., Bae, H. J., Lee, A. C., Choi, H., Lee, D., Ryu, T., Hyun, J., Kim, S., Kim, H., Song, S., et al. (2020) · Advanced Materials · doi:10.1002/adma.202001249 · Cited by 77 · see citing works
Self-citationYang, H. Y., Kang, K. J., Chung, J. E., et al. (2009) · Molecules and Cells · doi:10.1007/s10059-009-0028-9 · Cited by 74 · see citing works
Removal of mismatched bases from synthetic genes by enzymatic mismatch cleavage
Fuhrmann, M. (2005) · Nucleic Acids Research · doi:10.1093/nar/gni058 · Cited by 63 · see citing works
Schlingemann, J. (2005) · Nucleic Acids Research · doi:10.1093/nar/gni029 · Cited by 57 · see citing works
BlackOPs: increasing confidence in variant detection through mappability filtering
Cabanski, C. R., Wilkerson, M. D., Soloway, M. G., Parker, J. S., Liu, J., Prins, J. F., Marron, J. S., Perou, C. M., & Hayes, D. N. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt692 · Cited by 47 · see citing works
‘Shotgun DNA synthesis’ for the high-throughput construction of large DNA molecules
Kim, H., Han, H., Ahn, J., Lee, J., Cho, N., Jang, H. S., Kim, H., Kwon, S., & Bang, D. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks546 · Cited by 40 · see citing works
Self-citationRayner, S., Brignac, S., Bumeister, R., et al. (1998) · Genome Research · doi:10.1101/gr.8.7.741 · Cited by 40 · see citing works
A systematic comparison of error correction enzymes by next-generation sequencing
Lubock, N. B., Zhang, D., Sidore, A. M., Church, G. M., & Kosuri, S. (2017) · Nucleic Acids Research · doi:10.1093/nar/gkx691 · Cited by 40 · see citing works
Low-Bias Manipulation of DNA Oligo Pool for Robust Data Storage
Gao, Y., Chen, X., 郝建业, Zhang, C., Qi, H., Ke, Y., & Qi, H. (2020) · ACS Synthetic Biology · doi:10.1021/acssynbio.0c00419 · Cited by 40 · see citing works
A Reconfigurable DNA Accordion Rack
Choi, Y., Choi, H., Lee, A. C., et al. (2018) · Angewandte Chemie International Edition · doi:10.1002/anie.201709362 · Cited by 38 · see citing works
Self-citationLee, H., Kim, H., Kim, S., Ryu, T., Kim, H., Bang, D., & Kwon, S. (2015) · Nature Communications · doi:10.1038/ncomms7073 · Cited by 33 · see citing works
Self-citationError removal in microchip-synthesized DNA using immobilized MutS
Wan, W., Li, L., Xu, Q., Wang, Z., Yao, Y., Wang, R., Zhang, J., Liu, H., Gao, X., & Hong, J. (2014) · Nucleic Acids Research · doi:10.1093/nar/gku405 · Cited by 32 · see citing works
A Novel Human scFv Library with Non-Combinatorial Synthetic CDR Diversity
Bai, X., Kim, J., Kang, S., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0141045 · Cited by 29 · see citing works
Simultaneous and stoichiometric purification of hundreds of oligonucleotides
Pinto, A., Chen, S. X., & Zhang, D. Y. (2018) · Nature Communications · doi:10.1038/s41467-018-04870-w · Cited by 25 · see citing works
1-induced DNA bending is required for transcriptional activation by the Mcm1- 1 complex
Carr, E. A. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh560 · Cited by 23 · see citing works
Action of Ethidium Bromide on Growth of Herpes Virus in Cell Cultures
Vilaginès, R., & Atanasiu, P. I. (1967) · Nature · doi:10.1038/215087a0 · Cited by 16 · see citing works
Wysoczynski, C. L., Roemer, S. C., Dostal, V., et al. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt815 · Cited by 12 · see citing works
Cho, N., Hwang, B., Yoon, J.-K., Park, S., Lee, J., Seo, H. N., Lee, J., Huh, S., Chung, J., & Bang, D. (2015) · Nature Communications · doi:10.1038/ncomms9351 · Cited by 11 · see citing works
Efficient and Low-Cost Error Removal in DNA Synthesis by a High-Durability MutS
Zhang, J., Wang, Y., Chai, B., Wang, J., Li, L., Liu, M., Zhao, G., Yao, L., Gao, X., Yin, Y., et al. (2020) · ACS Synthetic Biology · doi:10.1021/acssynbio.0c00079 · Cited by 11 · see citing works
A Characterization of the DNA Data Storage Channel
Heckel, R., Mikutis, G., & Grass, R. N. (2019) · Scientific Reports · doi:10.1038/s41598-019-45832-6 · Cited by 9 · see citing works
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Emerging Approaches to DNA Data Storage: Challenges and Prospects
Doricchi, A., Platnich, C. M., Gimpel, A., Horn, F., Earle, M., Lanzavecchia, G., Cortajarena, A. L., Liz-Marzán, L. M., Liu, N., Heckel, R., et al. (2022) · ACS Nano · doi:10.1021/acsnano.2c06748 · Cited by 235 · see citing works
- Authors
- Choi, H., Choi, Y., Choi, J., Lee, A. C., Yeom, H., Hyun, J., Ryu, T., & Kwon, S.
- Affiliations
- Seoul National University (KR)
- Harvard University (US)
- Corresponding author
- Ryu, Taehoon
- Kwon, Sunghoon
- Venue
- Nature Biotechnology
- Published
- 2021-07-29
- Volume
- 40
- Issue
- 1
- Pages
- 47-53
- ISSN
- 0733-222X (ISSN-L)
- 1087-0156
- 1546-1696
- OpenAlex
- W3183621268
- Cited by
- 32
- References
- 56
- Citations by year
- 2026: 5 · 2025: 10 · 2024: 3 · 2023: 2 · 2022: 9 · 2021: 3
- FWCI
- 1.33
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Nature Biotechnology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Research Foundation of Korea (2020M3H1A1073304, 2021R1C1C2010079, 2018M3A9D7079488, 2020R1A3B3079653, 2015K1A4A3047345)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Nucleic Acid Chemistry
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Biological Computing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Keywords
- insertion and deletion errors, single-base resolution, next-generation sequencing, library diversity
- MeSH terms
- DNA, Oligonucleotides
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