Molecular-Basis of Single-Walled Carbon Nanotube Recognition by Single-Stranded DNA
Abstract
Hybrids of biological molecules and single-walled carbon nanotubes (SWCNT) have proven useful for SWCNT sorting and are enabling several biomedical applications in sensing, imaging, and drug delivery. In the DNA-SWCNT system, certain short (10-20mer) sequences of single-stranded DNA recognize specific SWCNT, allowing the latter to be sorted from a chirality diverse mixture. (1) However, little is known about the DNA secondary structures that underlie their recognition of SWCNTs. Using replica exchange molecular dynamics (REMD) of multiple strands on a single SWCNT, we report that DNA forms ordered structures on SWCNTs that are strongly DNA sequence and SWCNT dependent. DNA sequence (TAT)(4) on its recognition partner, the (6,5) SWCNT, (1) forms an ordered right-handed helically wrapped barrel, stabilized by intrastrand, self-stitching hydrogen bonds and interstrand hydrogen bonding. The same sequence on the larger diameter (8,7)-SWCNT forms a different and less-stable structure, demonstrating SWCNT selectivity. In contrast, homopolymer (T)(12), with weaker tendency for intrastrand hydrogen bonding, forms a distinctly left-handed wrap on the (6,5)-SWCNT, demonstrating DNA sequence specificity. Experimental measurements show that (TAT)(4) selectively disperses smaller diameter SWCNTs more efficiently than (T)(12), establishing a relationship between recognition motifs and binding strength. The developing understanding of DNA secondary structure on nanomaterials can shed light on a number of issues involving hybrids of nanomaterials and biological molecules, including nanomedicine, health-effects of nanomaterials, and nanomaterial processing.
Integrity signals
Registry
Cites
Statistics
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?
Non-covalent encapsulation of SWCNTs with polymers, including short oligonucleotides, facilitates aqueous suspension and confers molecular selectivity to their optical responses via a molecular masking effect and modulation of optical bandgaps.
“Non-covalent encapsulation with polymers, including short oligonucleotides, facilitates aqueous suspension and confers molecular selectivity to their optical responses via (1) contributing to a molecular masking effect that defines the shape and size of the exposed surface of SWCNTs26-28 and (2) modulating their optical bandgaps29.”
From Detection of ovarian cancer via the spectral fingerprinting of quantum-defect-modified carbon nanotubes in serum by machine learning (2022) · cites this paper as [26]
Cites
VMD: visual molecular dynamics
Humphrey, W., Dalke, A., & Schulten, K. (1996) · Journal of Molecular Graphics · doi:10.1016/0263-7855(96)00018-5 · Cited by 66,952 · see citing works
Comparison of simple potential functions for simulating liquid water
Jorgensen, W. L., Chandrasekhar, J., Madura, J., Impey, R., & Klein, M. (1983) · The Journal of Chemical Physics · doi:10.1063/1.445869 · Cited by 38,335 · see citing works
GROMACS: Fast, flexible, and free
van der Spoel, D., Lindahl, E. R., Hess, B., Groenhof, G., Mark, A. E., & Berendsen, H. J. C. (2005) · Journal of Computational Chemistry · doi:10.1002/jcc.20291 · Cited by 19,187 · see citing works
GROMACS: A message-passing parallel molecular dynamics implementation
Berendsen, H. J. C., van der Spoel, D., & van Drunen, R. (1995) · Computer Physics Communications · doi:10.1016/0010-4655(95)00042-e · Cited by 10,748 · see citing works
GROMACS 3.0: a package for molecular simulation and trajectory analysis
Lindahl, E. R., Hess, B., & van der Spoel, D. (2001) · Journal of Molecular Modeling · doi:10.1007/s008940100045 · Cited by 6,953 · see citing works
Principles of Nucleic Acid Structure
Saenger, W. (1984) · Springer advanced texts in chemistry · doi:10.1007/978-1-4612-5190-3 · Cited by 4,271 · see citing works
DNA-assisted dispersion and separation of carbon nanotubes
Zheng, M., Jagota, A., Semke, E. D., Diner, B. A., McLean, R. S., Lustig, S., Richardson, R. E., & Tassi, N. G. (2003) · Nature Materials · doi:10.1038/nmat877 · Cited by 2,702 · see citing works
Self-citationFast, efficient generation of high-quality atomic charges. AM1-BCC model: I. Method
Jakalian, A., Bush, B. L., Jack, D. B., & Bayly, C. I. (2000) · Journal of Computational Chemistry · doi:10.1002/(sici)1096-987x(20000130)21:2 · Cited by 1,681 · see citing works
Drug Delivery with Carbon Nanotubes for In vivo Cancer Treatment
Liu, Z., Chen, K., Davis, C. R., Sherlock, S. P., Cao, Q., Chen, X. S., & Dai, H. (2008) · Cancer Research · doi:10.1158/0008-5472.can-08-1468 · Cited by 1,349 · see citing works
Carbon nanotubes as photoacoustic molecular imaging agents in living mice
de la Zerda, A., Zavaleta, C. L., Keren, S., Vaithilingam, S., Bodapati, S., Liu, Z., Levi, J., Smith, B. R., Ma, T.-J., Oralkan, Ö., et al. (2008) · Nature Nanotechnology · doi:10.1038/nnano.2008.231 · Cited by 1,272 · see citing works
DNA sequence motifs for structure-specific recognition and separation of carbon nanotubes
Tu, X., Manohar, S., Jagota, A., & Zheng, M. (2009) · Nature · doi:10.1038/nature08116 · Cited by 1,116 · see citing works
Self-citationMultidimensional replica-exchange method for free-energy calculations
Sugita, Y., Kitao, A., & Okamoto, Y. (2000) · The Journal of Chemical Physics · doi:10.1063/1.1308516 · Cited by 808 · see citing works
Kam, N. W. S., Liu, Z., & Dai, H. (2005) · Journal of the American Chemical Society · doi:10.1021/ja053962k · Cited by 783 · see citing works
Chiang, I. W., Brinson, B. E., Huang, A. Y., et al. (2001) · The Journal of Physical Chemistry B · doi:10.1021/jp0114891 · Cited by 744 · see citing works
Multidimensional replica-exchange method for free-energy calculations
Sugita, Y., Kitao, A., & Okamoto, Y. (2000) · Institutional Repositories DataBase (IRDB) · Cited by 688 · see citing works
Welsher, K., Liu, Z., Daranciang, D., & Dai, H. (2008) · Nano Letters · doi:10.1021/nl072949q · Cited by 486 · see citing works
Probing the Structure of DNA−Carbon Nanotube Hybrids with Molecular Dynamics
Johnson, R. R., Johnson, A. T. C., & Klein, M. L. (2007) · Nano Letters · doi:10.1021/nl071909j · Cited by 400 · see citing works
Hong, J., Heller, D. A., Kalbáčová, M. H., Kim, J., Zhang, J., Boghossian, A. A., Maheshri, N., & Strano, M. S. (2010) · Nature Nanotechnology · doi:10.1038/nnano.2010.24 · Cited by 256 · see citing works
Simulation of Adsorption of DNA on Carbon Nanotubes
Zhao, & Johnson, J. K. (2007) · Journal of the American Chemical Society · doi:10.1021/ja071844m · Cited by 205 · see citing works
Free Energy Landscape of a DNA−Carbon Nanotube Hybrid Using Replica Exchange Molecular Dynamics
Johnson, R. R., Kohlmeyer, A., Johnson, A. T. C., et al. (2009) · Nano Letters · doi:10.1021/nl802645d · Cited by 167 · see citing works
Recognition Ability of DNA for Carbon Nanotubes Correlates with Their Binding Affinity
Roxbury, D., Tu, X., Zheng, M., & Jagota, A. (2011) · Langmuir · doi:10.1021/la2007793 · Cited by 104 · see citing works
Self-citationAlbertorio, F., Hughes, M. E., Golovchenko, J. A., & Branton, D. (2009) · Nanotechnology · doi:10.1088/0957-4484/20/39/395101 · Cited by 91 · see citing works
Roxbury, D., Jagota, A., & Mittal, J. (2011) · Journal of the American Chemical Society · doi:10.1021/ja204413v · Cited by 81 · see citing works
Self-citationAn Unexpected New Optimum in the Structure Space of DNA Solubilizing Single‐Walled Carbon Nanotubes
Vogel, S. R., Kappes, M. M., Hennrich, F. H., & Richert, C. (2006) · Chemistry - A European Journal · doi:10.1002/chem.200600988 · Cited by 41 · see citing works
Measurement of Electrostatic Properties of DNA-Carbon Nanotube Hybrids by Capillary Electrophoresis
Khripin, C. Y., Manohar, S., Zheng, M., & Jagota, A. (2009) · The Journal of Physical Chemistry C · doi:10.1021/jp903197d · Cited by 41 · see citing works
Self-citationMolecular Simulation of DNA β-Sheet and β-Barrel Structures on Graphite and Carbon Nanotubes
Roxbury, D., Manohar, S., & Jagota, A. (2010) · The Journal of Physical Chemistry C · doi:10.1021/jp1051497 · Cited by 33 · see citing works
Self-citationPeculiarities of Homooligonucleotides Wrapping around Carbon Nanotubes: Molecular Dynamics Modeling
Karachevtsev, M. V., & Karachevtsev, V. А. (2011) · The Journal of Physical Chemistry B · doi:10.1021/jp2026362 · Cited by 32 · see citing works
Nanohybrid Structures Formed by Carbon Nanotubes with Long Polynucleotide
Karachevtsev, V. А., Karachevtsev, M. V., Leontiev, V. S., et al. (2010) · Fullerenes Nanotubes and Carbon Nanostructures · doi:10.1080/1536383x.2010.488532 · Cited by 5 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Kim, M., Chen, C., Wang, P., Mulvey, J. J., Yang, Y., Wun, C., Antman-Passig, M., Luo, H.-B., Cho, S., Long-Roche, K., et al. (2022) · Nature Biomedical Engineering · doi:10.1038/s41551-022-00860-y · Cited by 214 · see citing works
Self-citationStructural Characteristics of Oligomeric DNA Strands Adsorbed onto Single-Walled Carbon Nanotubes
Roxbury, D., Jagota, A., & Mittal, J. (2013) · The Journal of Physical Chemistry B · doi:10.1021/jp309523a · Cited by 59 · see citing works
Self-citation
- Authors
- Roxbury, D., Mittal, J., & Jagota, A.
- Affiliations
- Lehigh University (US)
- Corresponding author
- Mittal, Jeetain
- Jagota, Anand
- Venue
- Nano Letters
- Publisher
- American Chemical Society (ACS)
- Published
- 2012-03-06
- Volume
- 12
- Issue
- 3
- Pages
- 1464-1469
- ISSN
- 1530-6984 (ISSN-L)
- 1530-6992
- OpenAlex
- W2316648814
- Cited by
- 137
- References
- 28
- Citations by year
- 2026: 12 · 2025: 5 · 2024: 5 · 2023: 10 · 2022: 13 · 2021: 2 · 2020: 12 · 2019: 9 · 2018: 6 · 2017: 12 · 2016: 13 · 2015: 10 · 2014: 8 · 2013: 12 · 2012: 8
- FWCI
- 4.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Nano Letters (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Advanced biosensing and bioanalysis techniques
- Physical Sciences › Materials Science › Materials Chemistry › Carbon Nanotubes in Composites
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA and Nucleic Acid Chemistry
- Keywords
- single-walled carbon nanotubes, single-stranded DNA, DNA secondary structure, DNA sequence specificity, hydrogen bonding, DNA sequence motifs
- MeSH terms
- Base Sequence, Binding Sites, DNA, Molecular Sequence Data, Molecular Probe Techniques, Nanotubes, Carbon
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