The DOI matches its Crossref record; 44 of the 45 references it cites were found in a registry or an index.
Digitally encoded DNA nanostructures for multiplexed, single-molecule protein sensing with nanopores
Abstract
The simultaneous detection of a large number of different analytes is important in bionanotechnology research and in diagnostic applications. Nanopore sensing is an attractive method in this regard as the approach can be integrated into small, portable device architectures, and there is significant potential for detecting multiple sub-populations in a sample. Here, we show that highly multiplexed sensing of single molecules can be achieved with solid-state nanopores by using digitally encoded DNA nanostructures. Based on the principles of DNA origami, we designed a library of DNA nanostructures in which each member contains a unique barcode; each bit in the barcode is signalled by the presence or absence of multiple DNA dumbbell hairpins. We show that a 3-bit barcode can be assigned with 94% accuracy by electrophoretically driving the DNA structures through a solid-state nanopore. Select members of the library were then functionalized to detect a single, specific antibody through antigen presentation at designed positions on the DNA. This allows us to simultaneously detect four different antibodies of the same isotype at nanomolar concentration levels.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Conversely, in regards to nanopore reads of labeled DNA, each label is read in [10–1; 101] ms.”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [21]
In the citing paper
“The authors used conical quartz nanopores with diameters of ∼14 nm for a 3-bit barcode that could be assigned with 94% accuracy.”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [21]
In the citing paper
“The use of nanopores to read out digital information encoded in DNA nanostructures was demonstrated by Bell and Keyser, who fabricated “DNA barcodes” to capture proteins.21”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [21]
In the citing paper
“More recently, through the use of long DNA backbones as in DNA origami, the organization of DNA protrusions has been used to produce three-dimensional DNA barcodes21 or hard drives that may be read using solid-state nanopores.”
From Emerging Approaches to DNA Data Storage: Challenges and Prospects (2022) · cites this paper as [21]
Citations
Cites
Folding DNA to create nanoscale shapes and patterns
Rothemund, P. W. K. (2006) · Nature · doi:10.1038/nature04586 · Cited by 7,474
Mesopelagic fish biomass and trophic efficiency of the open ocean
Irigoien, X., Klevjer, J., Røstad, A., Martínez, U., Boyra, G., Acuña, J. L., Bode, A., Echevarrı́a, F., González-Gordillo, J. L., Hernández‐León, S., et al. (2014) · DIGITAL.CSIC (Spanish National Research Council (CSIC)) · Cited by 1,813
Stochastic sensors inspired by biology
Bayley, H., & Cremer, P. S. (2001) · Nature · doi:10.1038/35093038 · Cited by 1,119
Nanopores: A journey towards DNA sequencing
Wanunu, M. (2012) · Physics of Life Reviews · doi:10.1016/j.plrev.2012.05.010 · Cited by 637
Resistive-Pulse SensingFrom Microbes to Molecules
Bayley, H., & Martin, C. R. (2000) · Chemical Reviews · doi:10.1021/cr980099g · Cited by 528
Integrated nanopore sensing platform with sub-microsecond temporal resolution
Rosenstein, J. K., Wanunu, M., Merchant, C. A., Drndić, M., & Shepard, K. L. (2012) · Nature Methods · doi:10.1038/nmeth.1932 · Cited by 506
Stochastic sensing of proteins with receptor-modified solid-state nanopores
Wei, R., Gatterdam, V., Wieneke, R., Tampé, R., & Rant, U. (2012) · Nature Nanotechnology · doi:10.1038/nnano.2012.24 · Cited by 489
Firnkes, M., Pedone, D., Knezevic, J., Döblinger, M., & Rant, U. (2010) · Nano Letters · doi:10.1021/nl100861c · Cited by 473
Translocation of double-strand DNA through a silicon oxide nanopore
Storm, A. J., Chen, J. H., Zandbergen, H. W., & Dekker, C. (2005) · Physical Review E · doi:10.1103/physreve.71.051903 · Cited by 444
Probing Single DNA Molecule Transport Using Fabricated Nanopores
Chen, P., Gu, J., Brandin, E., Kim, Y., Wang, Q., & Branton, D. (2004) · Nano Letters · doi:10.1021/nl048654j · Cited by 387
Fast Translocation of Proteins through Solid State Nanopores
Plesa, C., Kowalczyk, S. W., Zinsmeester, R., Grosberg, A. Y., Rabin, Y., & Dekker, C. (2013) · Nano Letters · doi:10.1021/nl3042678 · Cited by 382
Noise in solid-state nanopores
Smeets, R. M. M., Keyser, U. F., Dekker, N. H., & Dekker, C. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0705349105 · Cited by 373
Self-citationMovileanu, L., Howorka, S., Braha, O., & Bayley, H. (2000) · Nature Biotechnology · doi:10.1038/80295 · Cited by 366
Unfoldase-mediated protein translocation through an α-hemolysin nanopore
Nivala, J., Marks, D. B., & Akeson, M. A. (2013) · Nature Biotechnology · doi:10.1038/nbt.2503 · Cited by 362
Stochastic Sensing of Proteins with Receptor-Modified Solid-State Nanopores
Wei, R., Tampé, R., & Rant, U. (2012) · Biophysical Journal · doi:10.1016/j.bpj.2011.11.2351 · Cited by 354
Protein Detection by Nanopores Equipped with Aptamers
Rotem, D., Jayasinghe, L., Salichou, M., & Bayley, H. (2012) · Journal of the American Chemical Society · doi:10.1021/ja2105653 · Cited by 311
Multistep protein unfolding during nanopore translocation
Rodríguez‐Larrea, D., & Bayley, H. (2013) · Nature Nanotechnology · doi:10.1038/nnano.2013.22 · Cited by 308
Noise analysis and reduction in solid-state nanopores
Tabard‐Cossa, V., Trivedi, D., Wiggin, M., Jetha, N. N., & Marziali, A. (2007) · Nanotechnology · doi:10.1088/0957-4484/18/30/305505 · Cited by 305
Designed protein pores as components for biosensors
Braha, O., Walker, B., Cheley, S., Kasianowicz, J. J., Song, L., Gouaux, J. E., & Bayley, H. (1997) · Chemistry & Biology · doi:10.1016/s1074-5521(97)90321-5 · Cited by 305
Single-molecule site-specific detection of protein phosphorylation with a nanopore
Rosen, C. B., Rodríguez‐Larrea, D., & Bayley, H. (2014) · Nature Biotechnology · doi:10.1038/nbt.2799 · Cited by 271
Single Protein Molecule Detection by Glass Nanopores
Li, W., Bell, N. A. W., Hernández‐Ainsa, S., Thacker, V. V., Thackray, A. M., Bujdoso, R., & Keyser, U. F. (2013) · ACS Nano · doi:10.1021/nn4004567 · Cited by 260
Self-citationContrasting IgG structures reveal extreme asymmetry and flexibility.
Saphire, E., Stanfield, R., Maxcrispin, M., Parren, P., Rudd, P., Dwek, R., Burton, D., & Wilson, I. A. G. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)00244-9 · Cited by 249
Detecting DNA Folding with Nanocapillaries
Steinbock, L. J., Otto, O., Chimerel, C., Gornall, J. L., & Keyser, U. F. (2010) · Nano Letters · doi:10.1021/nl100997s · Cited by 211
Self-citationRapid Detection of a Cocaine-Binding Aptamer Using Biological Nanopores on a Chip
Kawano, R., Osaki, T., Sasaki, H., Takinoue, M., Yoshizawa, S., & Takeuchi, S. (2011) · Journal of the American Chemical Society · doi:10.1021/ja2026085 · Cited by 206
Specific Protein Detection Using Designed DNA Carriers and Nanopores
Bell, N. A. W., & Keyser, U. F. (2015) · Journal of the American Chemical Society · doi:10.1021/ja512521w · Cited by 203
Self-citationDirect Mechanical Measurements Reveal the Material Properties of Three-Dimensional DNA Origami
Kauert, D. J., Kurth, T., Liedl, T., & Seidel, R. (2011) · Nano Letters · doi:10.1021/nl203503s · Cited by 196
Simultaneous Multianalyte Detection with a Nanometer-Scale Pore
Kasianowicz, J. J., Henrickson, S. E., Weetall, H. H., & Robertson, B. (2001) · Analytical Chemistry · doi:10.1021/ac000958c · Cited by 193
Marchi, A. N., Saaem, I., Vogen, B. N., Brown, S., & LaBean, T. H. (2014) · Nano Letters · doi:10.1021/nl502626s · Cited by 187
Spatially-Interactive Biomolecular Networks Organized by Nucleic Acid Nanostructures
Fu, J., Liu, M., Liu, Y., & Yan, H. (2012) · Accounts of Chemical Research · doi:10.1021/ar200295q · Cited by 161
Mechanism of DNA Transport Through Pores
Muthukumar, M. (2007) · Annual Review of Biophysics and Biomolecular Structure · doi:10.1146/annurev.biophys.36.040306.132622 · Cited by 154
Discrimination among Protein Variants Using an Unfoldase-Coupled Nanopore
Nivala, J., Mulroney, L., Li, G., Schreiber, J. M., & Akeson, M. A. (2014) · ACS Nano · doi:10.1021/nn5049987 · Cited by 131
Mechanical design of DNA nanostructures
Castro, C. E., Su, H., Marras, A. E., Zhou, L., & Johnson, J. A. (2015) · Nanoscale · doi:10.1039/c4nr07153k · Cited by 126
Origins and Consequences of Velocity Fluctuations during DNA Passage through a Nanopore
Lu, B., Albertorio, F., Hoogerheide, D. P., & Golovchenko, J. A. (2011) · Biophysical Journal · doi:10.1016/j.bpj.2011.05.034 · Cited by 124
Stiff filamentous virus translocations through solid-state nanopores
McMullen, A., de Haan, H. W., Tang, J. X., & Stein, D. (2014) · Nature Communications · doi:10.1038/ncomms5171 · Cited by 123
平衡近く,サーモスタットを付けた定常状態へのGallavotti-Cohenゆらぎ関係の適用
Denis, J., Debra, J. S., & Rondoni, L. (2005) · Physical Review E · Cited by 117
IgGs are made for walking on bacterial and viral surfaces
Preiner, J., Kodera, N., Tang, J., Ebner, A., Brameshuber, M. O., Blaas, D., Gelbmann, N., Gruber, H. J., Ando, T., & Hinterdorfer, P. (2014) · Nature Communications · doi:10.1038/ncomms5394 · Cited by 115
Li, T., Liu, L., Li, Y., Xie, J., & Wu, H. (2015) · Angewandte Chemie International Edition · doi:10.1002/anie.201502047 · Cited by 115
Translocation frequency of double-stranded DNA through a solid-state nanopore
Bell, N. A. W., Muthukumar, M., & Keyser, U. F. (2016) · Physical review. E · doi:10.1103/physreve.93.022401 · Cited by 106
Self-citationMultiplexed ionic current sensing with glass nanopores
Bell, N. A. W., Thacker, V. V., Hernández‐Ainsa, S., Fuentes-Perez, M. E., Moreno‐Herrero, F., Liedl, T., & Keyser, U. F. (2013) · Lab on a Chip · doi:10.1039/c3lc50069a · Cited by 69
Self-citationHarrington, L., Cheley, S., Alexander, L. T., Knapp, S., & Bayley, H. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1312739110 · Cited by 57
Protein–DNA Chimeras for Nano Assembly
Pippig, D. A., Baumann, F., Strackharn, M., Aschenbrenner, D., & Gaub, H. E. (2014) · ACS Nano · doi:10.1021/nn501644w · Cited by 34
Li, T., Liu, L., Li, Y., Xie, J., & Wu, H. (2015) · Angewandte Chemie · doi:10.1002/ange.201502047 · Cited by 32
Direct Mechanical Measurements Reveal the Material Properties of 3D DNA-Origami
Kauert, D. J., Kurth, T., Liedl, T., & Seidel, R. (2012) · Biophysical Journal · doi:10.1016/j.bpj.2011.11.2301 · Cited by 1
Cited by
Sorted by citations
Xue, L., Yamazaki, H., Ren, R., Wanunu, M., Ivanov, A. P., & Edel, J. B. (2020) · Nature Reviews Materials · doi:10.1038/s41578-020-0229-6 · Cited by 649
Nanopore-based technologies beyond DNA sequencing
Ying, Y., Hu, Z., Zhang, S., Qing, Y., Fragasso, A., Maglia, G., Meller, A., Bayley, H., Dekker, C., & Long, Y. (2022) · Nature Nanotechnology · doi:10.1038/s41565-022-01193-2 · Cited by 541
Shi, W., Friedman, A. K., & Baker, L. A. (2016) · Analytical Chemistry · doi:10.1021/acs.analchem.6b04260 · Cited by 432
Paving the way to single-molecule protein sequencing
Restrepo-Pérez, L., Joo, C., & Dekker, C. (2018) · Nature Nanotechnology · doi:10.1038/s41565-018-0236-6 · Cited by 398
Beyond mass spectrometry, the next step in proteomics
Timp, W., & Timp, G. L. (2020) · Science Advances · doi:10.1126/sciadv.aax8978 · Cited by 312
Metadata
- Authors
- Bell, N. A. W., & Keyser, U. F.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- Bell, Nicholas A. W.
- Keyser, Ulrich F.
- Venue
- Nature Nanotechnology
- Published
- 2016-04-04
- Volume
- 11
- Issue
- 7
- Pages
- 645-651
- ISSN
- 1748-3387 (ISSN-L)
- 1748-3395
- OpenAlex
- W2329887558
- Cited by
- 345
- References
- 45
- Citations by year
- 2026: 28 · 2025: 37 · 2024: 24 · 2023: 38 · 2022: 39 · 2021: 30 · 2020: 34 · 2019: 39 · 2018: 40 · 2017: 25 · 2016: 10
- FWCI
- 18.29
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Nanotechnology (publishedVersion)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (acceptedVersion)
- Funders
- Engineering and Physical Sciences Research Council
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Nanopore and Nanochannel Transport Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Advanced biosensing and bioanalysis techniques
- Physical Sciences › Chemistry › Analytical Chemistry › Electrochemical sensors and biosensors
- Keywords
- DNA nanostructures, DNA origami, solid-state nanopores, nanopore sensing, multiplexed protein detection, single-molecule detection, DNA barcodes, antibody detection, antigen presentation
- MeSH terms
- Binding Sites, DNA, Proteins, Nanotechnology, Nanostructures, Nanopores
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review