Abstract
Binding between a ligand and a receptor is a fundamental step in many natural or synthetic processes. In bio-sensing, a tight binding with a small dissociation constant (Kd) between the probe and analyte can lead to superior specificity and sensitivity. Owing to their capability of evaluating competitors, displacement assays have been used to estimate Kd at the ensemble average level. At the more sensitive single-molecule level, displacement assays are yet to be established. Here, we developed a single-molecule displacement assay (smDA) in an optical tweezers instrument and used this innovation to evaluate the binding of the L2H2–6OTD ligands to human telomeric DNA G-quadruplexes. After measuring Kd of linear and dendrimer L2H2–6OTD ligands, we found that dendrimer ligands have enhanced binding affinity to the G-quadruplexes due to their polyvalent geometry. This increased binding affinity enhanced inhibition of telomerase elongation on a telomere template in a Telomerase Repeated Amplification Protocol (TRAP). Our experiments demonstrate that the smDA approach can efficiently evaluate binding processes in chemical and biological processes.
Keywords: Displacement assay, G-quadruplex, Binding, Single-molecule, Dendrimer ligands
1. Introduction
Molecular binding often serves as a first step in many chemical, biochemical, and biological processes. In organic reactions, binding of two reactants can determine the stereochemistry of products. In catalytic or enzymatic reactions, turnover of a substrate starts with its binding to the catalytic site. In cell signaling pathways, messenger molecules bind to receptors to elicit cell responses. Binding between a probe and an analyte constitutes the first step to determine the specificity and sensitivity of a (bio)sensing device. A tight binding with a small dissociation constant (Kd) between the probe and analyte often leads to high sensitivity since the analyte can bind to the probe even at low concentration levels.
To measure Kd, it is necessary to differentiate ligand-bound receptors from free receptors. This task can be achieved by heterogenous assays [1] in which bound and unbound species are physically separated. During the multi-step separation process which may occur in a prolonged period, uncertainty arises since receptors and ligands may become re-equilibrated. Alternatively, homogenous assays [1] can be carried out to differentiate ligand-free from ligand-bound receptors. In this approach, fluorescence or absorbance signals are often used in an ensemble average setting which compromises measurement sensitivity. To increase the sensitivity in the Kd determination, recently, single-molecule techniques such as single-molecule fluorescence resonance energy transfer (FRET) have been used to study the molecular binding between interactions of DNA-protein, DNA-ligand, protein-ligand, or protein-protein pairs [2–7]. While single-molecule fluorescence has superior mass sensitivity with respect to ensemble measurement, its signals are often suffered from background interference. Force based single-molecule tools [8] such as atomic force microscopy (AFM) [9–15], optical tweezers [16–20], and magnetic tweezers [21–25], experience little force-related environmental interference. Recently, these force-based approaches have been used to measure Kd [26–28] as well as to serve as a new signal transduction means (mechanochemical transduction) [29,30] in biosensing.
When different species are present other than those of cognate binding components, few single-molecule approaches [31] exist to evaluate the Kd of the cognate binding process. In ensemble average assays, this task can be achieved by displacement assays in which receptors bound with one ligand are replaced by the same or different types of ligands [32,33]. Such a method is efficient to evaluate ligands different from the cognate ligand. In addition, it simplifies the preparation procedure since only one type of ligands needs to be labelled to report its displacement. Another advantage of this displacement assay comes from the unique capability of probing small-molecule ligands that otherwise cannot be easily accomplished by sensors with low sensitivities to small molecules [34,35]. However, there exists challenges in the displacement assay at the single molecular level [31,36] due to immobilization issues as well as the long-term tracking of individual fluorophores that are prone to photobleaching.
Here, we invented a single-molecule displacement assay (smDA) in a force-based optical tweezers instrument. Given the importance of G-quadruplex in various sensing devices [37–39] and biological activities [40–45], we used smDA to estimate the Kd between human telomeric DNA G-quadruplexes and G-quadruplex ligands, L2H2–6OTDs. First, we compared smDA-measured Kd of known L2H2–6OTD ligands (Monomer and Dimer) with those obtained from an established method. After establishing the accuracy of the smDA approach, we used it to evaluate the Kd of a new type of dendrimer G-quadruplex ligands (L2H2–6OTD Trimer and Hexamer). Our smDA conveniently confirmed that dendrimer ligands had much increased binding affinity towards human telomeric G-quadruplex likely due to the polyvalent geometry. We also found that the binding affinity of L2H2–6OTD ligands correlated with their inhibitory activities against human telomerase. This single-molecule displacement assay can be utilized to screen different binding molecules to a biomacromolecule. In addition, the effective binding of dendrimer ligands to the DNA G-quadruplex offers new guidelines in the design of ligands to potentially treat various diseases by targeting G-quadruplexes.
2. Experimental
2.1. Chemicals
All DNA oligonucleotides used in this research were purchased from IDT (Integrated DNA technologies, IA). Their sequences can be found in SI page S33, Table 1&S1. Enzymes were purchase from NEB (New England Biolabs, England). Polystyrene beads (streptavidin-coated and anti-digoxigenin antibody-coated) used for trapping in optical tweezers were purchased from Spherotech (Lake Forest, IL). All chemicals and reagents were purchased from Sigma Aldrich or Fisher Scientific, unless otherwise stated, and were used without further purification.
Table 1.
Oligonucleotide sequences used to prepare the construct.
Oligo name | Sequence (5’ → 3′) |
---|---|
4G Oligo (57 nts) | CAGGGACGCGCTGGGCTACGTCTTGCTGGCTTTGGGTTAGGGTTAGGGTTAGGGTTA |
Oligo 1 (25 nts) | /5Hexynyl/GGCTACACTAGAAGGACAGTATTTG |
40T-looped oligo (94 nts) | CTAGCAAATACTGTCCTTCTAGTGTAGCTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTTGCCAGCAAGACGTAGCCCAGCGCGTC |
2.2. Synthesis of single-molecule displacement assay construct
A detailed procedure for the synthesis of single-molecule displacement construct is shown in SI section 5. As shown in Fig. 1, the construct consists of 1558bp and 2391bp dsDNA handles connected with 40T ssDNA loop. In brief, 5′ L2H2–6OTD linked Oligo 1, Phosphorylated-4G Oligo, and Phosphorylated-40T looped Oligo (Table S1) were annealed at 95 °C for 5 min and cooled to room temperature in 2.5 h with a temperature ramping rate of 1 °C per min. The annealed construct was ligated with 1558bp handle by T4 DNA ligase at 16 °C for 16 h and purified by gel. Finally, the purified product was ligated with the 2391bp handle by T4 DNA ligase at 16 °C for 16 h to obtain the final construct for the optical tweezers experiment. The 1558bp handle was labelled with biotin on its 5′ end by PCR, while the 2391bp handle was labelled with digoxigenin in its 3’ end by terminal transferase and dig-dUTP. Getting DNA tethers between two optically trapped beads in the optical-tweezer instrument indicated that the ligation of both handles was successful.
Fig. 1.
Schematic of the single-molecule displacement assay. The DNA construct used for the displacement assay is tethered between two beads which are optically trapped. In a buffer channel without free ligand L2H2–6OTD, the G-quadruplex and DNA-tethered L2H2–6OTD are bound. Upon applying a force by pulling the two beads apart, a rupture feature occurs in the force-extension curve (top). In the ligand channel, the DNA-tethered L2H2–6OTD is displaced by free ligand, which yields an F-X curve that does not contain any rupture features (bottom).
2.3. Single molecule displacement assay in optical tweezers
Single-molecule displacement assays were performed in a dual-trap laser-tweezers instrument. A four-channel glass microfluidic chamber was used (see Fig. S3). A 10 mM Tris buffer containing 100 mM KCl at pH 7.4 (23 °C) was used throughout the experiment. From the top channel, polystyrene beads coated with anti-digoxigenin antibody were flowed in. Beads coated with the smDA construct were flowed into the bottom channel. In the middle two channels, ligand and buffer were flowed from the top and bottom channels, respectively. The two beads from the top and bottom channels were captured at laser foci separately and the smDA construct was tethered between the two trapped beads by bringing the beads close to each other. Upon moving two beads apart, the tethered DNA was stretched, and the tension exerted on the G-quadruplex – ligand complex was calculated. The resulting force-extension (F-X) curves were recorded through LabView program (National Instruments, Austin, TX) at 1 KHz with loading rate of 5.5 pN/s (in the 10–30 pN force range). A detailed procedure for performing smDA in optical tweezers can be found in SI section 3.
3. Results and discussion
3.1. Force based single-molecule displacement assay
In a displacement assay, it is required to form a ligand-receptor complex to be displaced by other ligand molecules. Here we used a human telomeric DNA G-quadruplex and a telomestatin analogue, L2H2–6OTD [46,47], as an exemplary binding complex (Fig. 1). We covalently attached the L2H2–6OTD to the end of a DNA strand (see SI Fig. S1) while placing the G-quadruplex forming sequence, 5’-(TTAGGG)4TTA, on the end of another DNA strand. These two DNA strands were hybridized separately into a DNA template (Fig. 1, see SI Fig. S4) in such a way that the G-quadruplex and the L2H2–6OTD were facing each other to facilitate the so-called cognate binding [48]. The distance of these two binding components was controlled by a T40 loop. Such a strategy [49] allowed the close distance between the G-quadruplex and L2H2–6OTD even when they were dissociated. The close distance then facilitated the rebinding of the two dissociated components, increasing the throughput of repetitive binding/dissociation processes.
We first investigated mechanical features of the rupture events between the L2H2–6OTD and telomeric G-quadruplex binding complex. As shown in Fig. 1, the two dsDNA handles were tethered to two optically trapped beads by affinity linkages of the streptavidin-biotin and digoxigenin (dig) – dig antibody complexes, respectively. To start each experiment, two optically trapped beads were moved apart by a steerable mirror that controlled one of the two trapping lasers in the optical-tweezers instrument. The departure of the two trapped beads increased the tensile force in the DNA construct, which allowed the mechanical unbinding of the L2H2–6OTD – G-quadruplex complex (Fig. 2A). Plotting of the unbinding force histogram gave a mechanical force centered at 34.1 pN (Fig. 2B). It is significant that the mechanical stability of the G-quadruplex – L2H2–6OTD complex was higher than that of the telomeric G-quadruplex unfolded from the 5′ and 3′ ends (~20 pN) [50], but lower than that of the L2H2–6OTD bound G-quadruplex disassembled from the 5′ and 3’ ends (37 pN) [51]. Although it is not clear whether the G-quadruplex structure was intact during the rupture of the binding complex. The rupture event accompanied with a change-in-contour-length (ΔL) of 8.1 nm (Gaussian center, average is 10.1 ± 3.6 nm), which allowed us to identify the dissociation of the G-quadruplex/L2H2–6OTD complex. We found that the change-in-contour-length was a little lower than that expected for the T40 bridge (~12 nm, see SI Fig. S6 for the calculation of the change-in-contour-length), which may reflect an extended geometry between the L2H2–6OTD / G-quadruplex complex under mechanical force.
Fig. 2.
Unfolding features of the binding complex between telomere G-quadruplex and L2H2–6OTD ligand. A) Two typical F-X curves obtained after mechanical pulling of the construct in optical tweezers. Red and black curves depict the stretching and relaxing processes, respectively. B) Rupture force and C) change-in-contour-length histograms obtained from the rupture features in A). The Gaussian center for the rupture force is 34.1 pN and that for ΔL is 8.1 nm (average 10.1 nm). The blue curves in the histograms are Gaussian fittings. N and n represent the total molecules and total features, respectively.
With this single-molecule setup, we continued to perform the displacement assay in optical tweezers (Fig. 1). In a solution, free L2H2–6OTD ligands can compete with the DNA-linked L2H2–6OTD to bind to the G-quadruplex. Such a displacement is expected to dissociate the cognate L2H2–6OTD/G-quadruplex complex. As a result, when force is ramped up, no rupture feature should be observed. Therefore, the rupture events in presence of free ligands can be used to indicate whether displacement of DNA-linked ligand has occurred. However, the force-extension curves without any rupture feature does not necessarily mean that there is no interaction between the cognate L2H2–6OTD and G-quadruplex complex. It is possible that their mechanical stability is so strong that the cognate L2H2–6OTD/G-quadruplex pair still remains bound even subjecting to high mechanical forces (~60 pN). These non-unfolded curves should shift from the F-X trajectories without any binding complexes by a value of ΔL (~10 nm). Therefore, they can be easily identified. By comparing the numbers of the F-X traces with and without unbinding features, we quantified the percentage of free ligand bound G-quadruplex at a particular ligand concentration (see SI Fig. S5 for detailed calculation). This information was then plotted against the free ligand concentration to construct the binding curves of various ligands to the telomeric G-quadruplex.
3.2. Binding of L2H2–6OTD ligands to the DNA telomeric G-quadruplex
To test the accuracy of this smDA method, we performed the displacement experiments using monomeric (Monomer) and dimeric (Dimer) L2H2–6OTD ligands (Fig. 3). Using the procedure described above, we calculated the percentages of the G-quadruplex bound to each ligand at various concentrations (Fig. 3). It is obvious that at high concentrations of free ligands, the displacement of the free ligand to the DNA tethered ligand is more efficient. The resultant binding curve was fit with a Langmuir isotherm (see SI section 12) to obtain Kd (22 ± 3 nM for Monomer and 20 ± 3 nM for Dimer). It is expected that the Dimer has increased binding affinity with respect to Monomer due to its divalent L2H2–6OTD units [52]. Compared to the Kd measured by ensemble assays (15 nM for Monomer and 8 nM for Dimer) [53] as well as single-molecule methods (14 ± 1 nM for Monomer and 13 ± 1 nM for Dimer) [52], our results showed similar values given the use of different procedures. In previously demonstrated single-molecule measurements, the binding of the ligand to the G-quadruplex was evaluated by increased mechanical stability of the G-quadruplex, which was unfolded by grabbing the 5′ and 3’ ends. Such a geometry of unfolding may weaken the G-quadruplex structure before its rupture force, compromising the binding of the ligand to the G-quadruplex. As a result, the mechanical stability of the G-quadruplex /ligand complex can be compromised, which may lead to mis-assignment in the population of unbound G-quadruplex. In fact, it is quite often that the bound percentage of G-quadruplex was below 40% even at saturated ligand concentrations. This smDA strategy avoided this biased observation, making accurate identification of free and ligand-bound G-quadruplex populations.
Fig. 3.
Binding curves of the Monomer (A) and the Dimer (B) L2H2–6OTD ligands to the telomeric G-quadruplex.
With the establishment of accurate Kd measurement using smDA method, we proceeded to evaluate dendrimer L2H2–6OTD ligands (Trimer and Hexamer) (Fig. 4). We argued that the polyvalent nature of the dendrimer framework [52,54] should increase the binding affinity of the ligands to the G-quadruplex. To this purpose, we prepared the dendrimer L2H2–6OTD ligands (Trimer 1 and Hexamer 2) in Fig. 4 (see SI sections 9&10 for detailed syntheses). In short, a dendrimer core 3 [55] and L2H2–6OTD-azide [46] were subjected to a copper catalyzed Huisgen coupling reaction, and the Boc group of the resulting Trimer 4 was deprotected with TFA (trifluoroacetic acid) to give Trimer 1 in 46% yields (two steps). Similarly, Hexamer 2 was synthesized from dendrimer core 5 and L2H2–6OTD azide [46] via Hexamer 6 in 70% yield. Six and twelve TFA molecules served as counter-ions during the syntheses of the Trimer and Hexamer, respectively. The solubility of these compounds was confirmed via HPLC in MilliQ water (10 μM containing 0.1% DMSO). The dendrimer core used here, cyanuric acid, is “essentially nontoxic” [56] and often employed in drinking water and animal feed. Compared to the PAMAM, the most widely used dendrimer that has shown membrane damage of cells due to its positive surface charges [57,58], the nontoxic dendrimer core and the biocompatible ethylene glycol framework adopted here are expected to target cancer cells through binding of G-quadruplexes formed in their elongated telomere overhangs, without much nonspecific interaction to negatively charged DNA backbones.
Fig. 4.
Preparation of dendrimer L2H2–6OTD ligands (Trimer (A) and Hexamer (B)). Binding curves of the Trimer (C) and Hexamer (D) ligands to the G-quadruplex revealed by the single-molecule displacement assay.
Evaluation of the Kd of these two dendrimer ligands using the smDA method revealed Kd values of 13 ± 1 nM and 4 ± 1 nM for the Trimer and Hexamer, respectively. This Kd trend is consistent with known single-molecule experiments based on the mechanical stability of bound complexes (3 ± 1 and 2 ± 1 nM for Trimer and Hexamer, respectively) (manuscript submitted). Apart from the variation of the unfolding geometry between our method and the known method as discussed above, the difference in the Kd measurement can also be attributed to the fact that our displacement assay is based on the competition between dendrimer ligands and the monomer ligands, whereas in the mechanical unfolding assay, it is the direct measurement of the binding complex between G-quadruplex and specific ligands. Taken together, our results clearly verify the hypothesis that polyvalent dendrimer L2H2–6OTD ligands indeed have better binding affinities than the monomeric (Monomer) or linear (Dimer) ligand (see Fig. 5 for summary).
Fig. 5.
Comparison of the dissociation constants (Kd) among the Monomer, Dimer, Trimer, and Hexamer L2H2–6OTD ligands. Error bars represent standard deviations from three independent experiments.
3.3. Inhibition of telomerase activities by L2H2–6OTD ligands
The polyvalent geometry of the dendrimer ligands led us to propose that these ligands would be ideal for binding with tandem telomeric G-quadruplexes that are also polyvalent [52]. To test this hypothesis, we investigated the inhibitory effects of linear and dendrimer ligands on the telomerase catalyzed elongation of telomeric DNA fragment. Previously, it has been found that G-quadruplex ligands can selectively target 3′ telomere overhang and inhibit telomere elongation by telomerase through stabilization of telomeric G-quadruplex [59,60]. Therefore, by comparing telomerase inhibitory actions of the dendrimer ligands with respect to the monomer or dimer L2H2–6OTD ligand, it can provide support to the hypothesis that polyvalent dendrimer ligands present higher binding affinities with telomeric G-quadruplex. We tested the inhibitory effect of the dendrimer ligands using the TRAP assay [61] in which a DNA primer was elongated with the 5′-GGTTAG repeats by human telomerase. The elongated product was analyzed by PCR amplification. The longer the added telomeric repeats indicates the higher the activity of the telomerase (Fig. 6). However, artefacts arise since the DNA polymerase used in the PCR amplification is also inhibited by G-quadruplex, which is aggravated by the ligand binding to the G-quadruplex [62]. To minimize these artefacts, we used phenol-chloroform extraction followed by Amicon® filtration to remove the L2H2–6OTD compounds remained in the solution after telomerase catalyzed extensions (see SI section 8).
Fig. 6.
Inhibition of telomerase activities by L2H2–6OTD compounds. Telomerase activities were tested by the TRAP assay in PAGE gels with various concentrations of L2H2–6OTD Monomer (A, 0–5000 nM), Dimer (B, 0–2500 nM), Trimer (C, 0–2500 nM), and Hexamer (D, 0–1000 nM). Compounds were added during the telomerase mediated elongation to reveal their effects on the elongation. These compounds were then removed by filtration before the PCR amplification of the elongated products, which were detected on 8% native PAGE. The IC50 (E, 50% inhibition of telomerase activity, 1300 ± 300 nM for the Monomer, 780 ± 30 nM for the Dimer, 350 ± 20 nM for the Trimer, and 170 ± 30 nM for the Hexamer) was calculated from the intensity of all the bands except the control bands on PAGE gels. The IC50 values for all five ligands are shown in the bar histogram (F). Standard deviations (error bars) were calculated from three independent experiments.
After running the gel for the PCR amplified, telomerase elongated products under different concentrations of the L2H2–6OTD ligands (Fig. 6A–D), we analyzed IC50 of the telomerase inhibition among different dendrimer and linear ligands (Fig. 6E). We observed that while dendrimer ligands Hexamer and Trimer represented the top two most potent inhibitions, respectively, the linear ligand Dimer had reduced effects, followed by the Monomer which presented the lowest inhibitory potency. This order (Fig. 6F) followed well with the ranking of the binding affinities among four ligands (Fig. 5), indicating that it is the binding affinity in L2H2–6OTD ligands that causes different inhibitory effects against telomerase. The better affinities of dendrimer L2H2–6OTD ligands are likely due to the polyvalent effect derived from the dendrimer framework. These results not only support the smDA finding of increased affinity of dendrimer ligands towards G-quadruplex, but they also provide a new approach to develop G-quadruplex ligands that are instrumental to fight various diseases.
4. Conclusion
In summary, we have invented a new method, single-molecule displacement assay, to evaluate the dissociation constants between L2H2–6OTD ligands and human telomeric G-quadruplex. Compared to previous single-molecule binding measurement [52], this method provides an equally accurate profile for the binding process. In addition, the displacement nature allows a direct comparison of a pre-existing ligand with desired ligands in solution. This facilitates the screening of more effective binding ligands to a receptor. Using this approach, we found dendrimer G-quadruplex ligands have much increased binding affinity. This dendrimer ligand structure offered a new direction in the design of more effective molecules against DNA G-quadruplex structures, which are involved in many diseases such as cancers.
Supplementary Material
Acknowledgments
H.M. thanks NIH (R01 CA236350) and NSF (CBET1904921) for financial support. K.N. thanks Grants-in-Aid for Scientific Research, Japan Society for the Promotion of Science (JSPS) (Scientific Research (B) 20H02876 to K.N.) and Grant-in-Aid for a JSPS Research Fellow (JP 20J13814 to S.S.) for financial support.
Footnotes
CRediT authorship contribution statement
Pravin Pokhrel: Contributed equally to performing this research, Single-molecule experiments, Wrote manuscript. Shogo Sasaki: Contributed equally to performing this research, Synthesized ligands. Changpeng Hu: Single-molecule experiments. Deepak Karna: Single-molecule experiments. Shankar Pandey: Single-molecule experiments. Yue Ma: Synthesized ligands. Kazuo Nagasawa: Synthesized ligands. Hanbin Mao: Conceptualization, Wrote manuscript, All authors approved the final version of the manuscript.
Declaration of competing interests
The authors declare no conflict of interest.
Appendix A. Supplementary data
Supplementary data to this article can be found online at https://doi.org/10.1016/j.ab.2022.114693.
References
- [1].Engvall E, [28] Enzyme immunoassay ELISA and EMIT, in: Methods in Enzymology, vol. 70, Academic Press, 1980, pp. 419–439. [DOI] [PubMed] [Google Scholar]
- [2].Khanna K, Mandal S, Blanchard AT, Tewari M, Johnson-Buck A, Walter NG, Rapid kinetic fingerprinting of single nucleic acid molecules by a FRET-based dynamic nanosensor, Biosens. Bioelectron 190 (2021), 113433. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [3].Kaur A, Ellison M, Dhakal S, MASH-FRET: a simplified approach for single-molecule multiplexing using FRET, Anal. Chem 93 (25) (2021) 8856–8863. [DOI] [PubMed] [Google Scholar]
- [4].Okamoto K, Sannohe Y, Mashimo T, Sugiyama H, Terazima M, G-quadruplex structures of human telomere DNA examined by single molecule FRET and BrG-substitution, Bioorg. Med. Chem 16 (14) (2008) 6873–6879. [DOI] [PubMed] [Google Scholar]
- [5].Bruns N, Pustelny K, Bergeron LM, Whitehead TA, Clark DS, Mechanical nanosensor based on FRET within a thermosome: damage-reporting polymeric mater, Angew. Chem. Int. Ed. Engl 48 (2009) 5666–5669. [DOI] [PubMed] [Google Scholar]
- [6].Chen HH, Ho YP, Jiang X, Mao HQ, Wang TH, Leong KW, Simultaneous non-invasive analysis of DNA condensation and stability by two-step QD-FRET, Nano Today 4 (2) (2009) 125–134. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [7].Roy R, Hohng S, Ha T, A practical guide to single-molecule FRET, Nat. Methods 5 (6) (2008) 507–516. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [8].Neuman KC, Nagy A, Single-molecule force spectroscopy: optical tweezers, magnetic tweezers and atomic force microscopy, Nat. Methods 5 (6) (2008) 491–505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [9].Amemiya Y, Furunaga Y, Iida K, Tera M, Nagasawa K, Ikebukuro K, Nakamura C, Analysis of the unbinding force between telomestatin derivatives and human telomeric G-quadruplex by atomic force microscopy, Chem. Commun. (J. Chem. Soc. Sect. D) 47 (26) (2011) 7485–7487. [DOI] [PubMed] [Google Scholar]
- [10].Carrion-Vazquez M, Marszalek PE, Oberhauser AF, Fernandez JM, Atomic force microscopy captures length phenotypes in single proteins, Proc. Natl. Acad. Sci. U. S. A 96 (20) (1999) 11288–11292. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [11].Fotiadis D, Scheuring S, Müller SA, Engel A, Müller DJ, Imaging and manipulation of biological structures with the AFM, Micron 33 (4) (2002) 385–397. [DOI] [PubMed] [Google Scholar]
- [12].Karrasch S, Hegerl R, Hoh JH, Baumeister W, Engel A, Atomic force microscopy produces faithful high-resolution images of protein surfaces in an aqueous environment, Proc. Natl. Acad. Sci. U. S. A 91 (3) (1994) 836–838. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [13].Lyubchenko YL, DNA structure and dynamics: an atomic force microscopy study, Cell Biochem. Biophys 41 (2004). [DOI] [PubMed] [Google Scholar]
- [14].Peng Q, Li H, Atomic force microscopy reveals parallel mechanical unfolding pathways of T4 lysozyme: evidence for a kinetic partitioning mechanism, Proc. Nat. Acad. Sci. USA 105 (2008) 1885–1890. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [15].Grandbois M, Beyer M, Rief M, Clausen-Schaumann H, Gaub HE, How strong is a covalent bond? Science 283 (5408) (1999) 1727–1730. [DOI] [PubMed] [Google Scholar]
- [16].Bockelmann U, Thomen P, Essevaz-Roulet B, Viasnoff V, Heslot F, Unzipping DNA with optical tweezers: high sequence sensitivity and force flips, Biophys. J 82 (2002) 1537–1553. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [17].Ashkin A, Optical trapping and manipulation of neutral particles using lasers, Proc. Natl. Acad. Sci. U.S.A (1997) 4853–4860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [18].Ashkin A, History of optical trapping and manipulation of small-neutral particle, atoms, and molecules, IEEE J. Sel. Top. Quant. Electron 6 (2000) 841–856. [Google Scholar]
- [19].Williams MC, Optical Tweezers: Measuring Piconewton Forces, 2002. Biophysics Textbook Online: http://www.biophysics.org/btol. [Google Scholar]
- [20].Wang MD, Yin H, Landick R, Gelles J, Block SM, Stretching DNA with optical tweezers, Biophys. J 72 (3) (1997) 1335–1346. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [21].Gosse C, Croquette V, Magnetic tweezers: micromanipulation and force measurement at the molecular level, Biophys. J 82 (2002) 3314–3329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [22].Long X, Parks JW, Bagshaw CR, Stone MD, Mechanical unfolding of human telomere G-quadruplex DNA probed by integrated fluorescence and magnetic tweezers spectroscopy, Nucleic Acids Res 41 (4) (2013) 2746–2755. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [23].Seol Y, Neuman KC, Magnetic tweezers for single-molecule manipulation, in: Peterman EJG, Wuite GJL (Eds.), Single Molecule Analysis: Methods and Protocols, Humana Press, Totowa, NJ, 2011, pp. 265–293. [DOI] [PubMed] [Google Scholar]
- [24].Vilfan I, Lipfert J, Koster D, Lemay S, Dekker N, Magnetic tweezers for single-molecule experiments, in: Hinterdorfer P, Oijen A (Eds.), Handbook of Single-Molecule Biophysics, Springer US, 2009, pp. 371–395. [Google Scholar]
- [25].Zhang C, Fu H, Yang Y, Zhou E, Tan Z, You H, Zhang X, The mechanical properties of RNA-DNA hybrid duplex stretched by magnetic tweezers, Biophys. J 116 (2) (2019) 196–204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [26].Koirala D, Shrestha P, Emura T, Hidaka K, Mandal S, Endo M, Sugiyama H, Mao H, Single-molecule mechanochemical sensing using DNA origami nanostructures, Angew. Chem. Int. Ed. Engl 53 (2014) 8137–8141. [DOI] [PubMed] [Google Scholar]
- [27].Nguyen T-H, Steinbock LJ, Butt H-J, Helm M, R.d. Berger, Measuring single small molecule binding via rupture forces of a split aptamer, J. Am. Chem. Soc 133 (7) (2011) 2025–2027. [DOI] [PubMed] [Google Scholar]
- [28].Yangyuoru PM, Dhakal S, Yu Z, Koirala D, Mwongela SM, Mao H, Single-molecule measurements of the binding between small molecules and DNA aptamers, Anal. Chem 84 (2012) 5298–5303. [DOI] [PubMed] [Google Scholar]
- [29].Shrestha P, Mandal S, Mao H, Invited review. Mechanochemical sensing: a biomimetic sensing strategy, ChemPhysChem 16 (9) (2015) 1829–1837. [DOI] [PubMed] [Google Scholar]
- [30].Hu C, Tahir R, Mao H, Single-Molecule Mechanochemical Sensing, Accounts Chem. Res (2022), 10.1021/acs.accounts.1c00770. In press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [31].Wang X, Cohen L, Wang J, Walt DR, Competitive immunoassays for the detection of small molecules using single molecule arrays, J. Am. Chem. Soc 140 (51) (2018) 18132–18139. [DOI] [PubMed] [Google Scholar]
- [32].Monchaud D, Allain C, Bertrand H, Smargiasso N, Rosu F, Gabelica V, De Cian A, Mergny JL, Teulade-Fichou MP, Ligands playing musical chairs with G-quadruplex DNA: a rapid and simple displacement assay for identifying selective G-quadruplex binders, Biochimie 90 (8) (2008) 1207–1223. [DOI] [PubMed] [Google Scholar]
- [33].Monchaud D, Allain C, Teulade-Fichou M-P, Development of a fluorescent intercalator displacement assay (G4-FID) for establishing quadruplex-DNA affinity and selectivity of putative ligands, Bioorg. Med. Chem. Lett 16 (18) (2006) 4842–4845. [DOI] [PubMed] [Google Scholar]
- [34].Mayer KM, Hafner JH, Localized surface plasmon resonance sensors, Chem. Rev 111 (6) (2011) 3828–3857. [DOI] [PubMed] [Google Scholar]
- [35].Petryayeva E, Krull UJ, Localized surface plasmon resonance: nanostructures, bioassays and biosensing—a review, Anal. Chim. Acta 706 (1) (2011) 8–24. [DOI] [PubMed] [Google Scholar]
- [36].Rissin DM, Kan CW, Campbell TG, Howes SC, Fournier DR, Song L, Piech T, Patel PP, Chang L, Rivnak AJ, Ferrell EP, Randall JD, Provuncher GK, Walt DR, Duffy DC, Single-molecule enzyme-linked immunosorbent assay detects serum proteins at subfemtomolar concentrations, Nat. Biotechnol 28 (6) (2010) 595–599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [37].Xi H, Juhas M, Zhang Y, G-quadruplex based biosensor: a potential tool for SARS-CoV-2 detection, Biosens. Bioelectron 167 (2020), 112494–112494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [38].He H-Z, Chan DS-H, Leung C-H, Ma D-L, G-quadruplexes for luminescent sensing and logic gates, Nucleic Acids Res 41 (8) (2013) 4345–4359. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [39].Ruttkay-Nedecky B, Kudr J, Nejdl L, Maskova D, Kizek R, Adam V, G-quadruplexes as sensing probes, Molecules 18 (12) (2013) 14760–14779. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [40].Han H, Hurley LH, G-quadruplex DNA: a potential target for anti-cancer drug design, Trends Pharmacol. Sci 21 (4) (2000) 136–142. [DOI] [PubMed] [Google Scholar]
- [41].Mergny J-L, Helene C, G-quadruplex DNA: a target for drug design, Nat. Med 4 (12) (1998) 1366–1367. [DOI] [PubMed] [Google Scholar]
- [42].Rhodes D, Lipps HJ, G-quadruplexes and their regulatory roles in biology, Nucleic Acids Res 43 (18) (2015) 8627–8637. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [43].Bochman ML, Paeschke K, Zakian VA, DNA secondary structures: stability and function of G-quadruplex structures, Nat. Rev. Genet 13 (11) (2012) 770–780. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [44].Cammas A, Millevoi S, RNA G-quadruplexes: emerging mechanisms in disease, Nucleic Acids Res 45 (4) (2017) 1584–1595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [45].Hansel-Hertsch R, Di Antonio M, Balasubramanian S, DNA G-quadruplexes in the human genome: detection, functions and therapeutic potential, Nat. Rev. Mol. Cell Biol 18 (5) (2017) 279–284. [DOI] [PubMed] [Google Scholar]
- [46].Punnoose JA, Ma Y, Hoque ME, Cui Y, Sasaki S, Guo AH, Nagasawa K, Mao H, Random formation of G-quadruplexes in the full-length human telomere overhangs leads to a kinetic folding pattern with targetable vacant G-tracts, Biochemistry 57 (51) (2018) 6946–6955. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [47].Tera M, Ishizuka H, Takagi M, Suganuma M, Shin-ya K, Nagasawa K, Macrocyclic hexaoxazoles as sequence- and mode-selective G-quadruplex binders, Angew. Chem. Int. Ed 47 (30) (2008) 5557–5560. [DOI] [PubMed] [Google Scholar]
- [48].Al-Zyoud WA, Hynson RMG, Ganuelas LA, Coster ACF, Duff AP, Baker MAB, Stewart AG, Giannoulatou E, Ho JWK, Gaus K, Liu D, Lee LK, Böcking T, Binding of transcription factor GabR to DNA requires recognition of DNA shape at a location distinct from its cognate binding site, Nucleic Acids Res 44 (3) (2016) 1411–1420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [49].Pandey S, Kankanamalage DVW, Zhou X, Hu C, Isaacs L, Jayawickramarajah J, Mao H, Chaperone-assisted host–guest interactions revealed by single-molecule force spectroscopy, J. Am. Chem. Soc 141 (46) (2019) 18385–18389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [50].Koirala D, Dhakal S, Ashbridge B, Sannohe Y, Rodriguez R, Sugiyama H, Balasubramanian S, Mao H, A single-molecule platform for investigation of interactions between G-quadruplexes and small-molecule ligands, Nat. Chem 3 (2011) 782–787. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [51].Ghimire C, Park S, Iida K, Yangyuoru P, Otomo H, Yu Z, Nagasawa K, Sugiyama H, Mao H, Direct quantification of loop interaction and π–π stacking for G-quadruplex stability at the submolecular level, J. Am. Chem. Soc 136 (44) (2014) 15537–15544. [DOI] [PubMed] [Google Scholar]
- [52].Punnoose JA, Ma Y, Li Y, Sakuma M, Mandal S, Nagasawa K, Mao H, Adaptive and specific recognition of telomeric G-quadruplexes via polyvalency induced unstacking of binding units, J. Am. Chem. Soc 139 (2017) 7476–7484. [DOI] [PubMed] [Google Scholar]
- [53].Iida K, Majima S, Nakamura T, Seimiya H, Nagasawa K, Evaluation of the interaction between long telomeric DNA and macrocyclic hexaoxazole (6OTD) dimer of a G-quadruplex ligand, Molecules 18 (4) (2013) 4328–4341. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [54].Mammen M, Choi S-K, Whitesides GM, Polyvalent interactions in biological systems: implications for design and use of multivalent ligands and inhibitors, Angew. Chem. Int. Ed. Engl 37 (1998) 2754–2794. [DOI] [PubMed] [Google Scholar]
- [55].Piron F, Oprea C, Cismaş C, Terec A, Roncali J, Grosu I, Synthesis of podands with cyanurate or isocyanurate cores and terminal triple bonds, Synthesis 10 (2010) 1639–1644. [Google Scholar]
- [56].Huthmacher K; Most D, Cyanuric acid and cyanuric chloride. In Ullmann’s Encyclopedia of Industrial Chemistry [Google Scholar]
- [57].Rittner K, Benavente A, Bompard-Sorlet A, Heitz F, Divita G, Brasseur R, Jacobs E, New basic membrane-destabilizing peptides for plasmid-based gene delivery in vitro and in vivo, Mol. Ther. : the journal of the American Society of Gene Therapy 5 (2) (2002) 104–114. [DOI] [PubMed] [Google Scholar]
- [58].Duncan R, Izzo L, Dendrimer biocompatibility and toxicity, Adv. Drug Deliv. Rev 57 (15) (2005) 2215–2237. [DOI] [PubMed] [Google Scholar]
- [59].Sun D, Thompson B, Cathers BE, Salazar M, Kerwin SM, Trent JO, Jenkins TC, Neidle S, Hurley LH, Inhibition of human telomerase by a G-quadruplex-interactive compound, J. Med. Chem 40 (1997) 2113–2116. [DOI] [PubMed] [Google Scholar]
- [60].Burger AM, Dai FP, Schultes CM, Reszka AP, Moore MJ, Double JA, Neidle S, The G-quadruplex-interactive molecule BRACO-19 inhibits tumor growth, consistent with telomere targeting and interference with telomerase function, Cancer Res 65 (4) (2005) 1489–1496. [DOI] [PubMed] [Google Scholar]
- [61].Kim NW, Piatyszek MA, Prowse KR, Harley CB, West MD, Peter LCH, Coviello GM, Wright WE, Weinrich SL, Shay JW, Specific association of human telomerase activity with immortal cells and cancer, Science 266 (5193) (1994) 2011–2015. [DOI] [PubMed] [Google Scholar]
- [62].Mergny J-L, Lacroix L, Teulade-Fichou M-P, Hounsou C, Guittat L, Hoarau M, Arimondo PB, Vigneron J-P, Lehn J-M, Riou J-F, Garestier T, Hélène C, Telomerase inhibitors based on quadruplex ligands selected by a fluorescence assay, Proc. Natl. Acad. Sci. Unit. States Am 98 (6) (2001) 3062. [DOI] [PMC free article] [PubMed] [Google Scholar]
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