| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
University of Oxford, Department of Physics, Clarendon Laboratory, Oxford, United Kingdom
Correspondence: Address reprint requests to Simon J. Green, University of Oxford, Dept. of Physics, Clarendon Laboratory, Parks Rd., Oxford OX1 3PU, UK. E-mail: simon.green{at}physics.ox.ac.uk.
| ABSTRACT |
|---|
|
|
|---|
| INTRODUCTION |
|---|
|
|
|---|
A system of two complementary DNA hairpin loops is a candidate fuel for an autonomous DNA motor. A hairpin loop forms from a single strand of DNA that contains two complementary neck domains separated by a loop domain. The reaction between two completely complementary hairpins (which have identical necks and complementary loop domains) to create a fully base-paired duplex is shown in Fig. 1 A. This reaction releases the energy stored in the unhybridized bases of the loop domains, which is of the order of 1.4 kcal mol1 per basepair at 20°C (11
). Interaction between unpaired bases in the loop can also lead to the formation of a less stable "kissed" complex between unopened loops (12
) (Fig. 1 B).
|
Reactions of a system of complementary hairpins and an opening strand are summarized in Fig. 2, which defines rate constants associated with the competing reaction pathways. Uncatalyzed reactions are shown in the center of the figure. An opening strand can catalyze the reaction between DNA hairpins by two pathways: opening a monomeric hairpin that, when opened, interacts more rapidly with its complement (upper); or interacting directly with a kissed complex (lower).
|
Here we present a study of the interactions between DNA hairpins and opening strands that are depicted in Fig. 2. We study loop lengths of up to 40 bases: the longer the loop the more energy is released on hybridization with its complement and the greater the number of interactions with other components that can be encoded in the loop sequence. Nonrepetitive base sequences were used for loop, neck, and toehold domains. Use of nonrepetitive sequences is essential if systems incorporating more than one specific fuel-device interaction are to be constructed.
| MATERIALS AND METHODS |
|---|
|
|
|---|
by deletion or mutation of loop, neck, or toehold bases. Fig. 3 gives the sequence of hairpin H with a seven-base external toehold, and shows how it was adapted to create hairpins with shorter loop domains, necks, and toeholds.
|
. Seven-base necks were obtained by removing nine basepairs from the free ends of the necks of H and
.
|
|
, with 40-base loops); Eurogentec (Southampton, UK) (dual-labeled opening strands); and MWG (Ebersberg, Germany) (all other oligonucleotides).
Hybridization
The hybridization buffer used for all experiments was 0.1 M NaCl, 10 mM Tris·HCl/1mM EDTA, pH 8.0. Before use, hairpins were quenched by heating to 95°C at 1 µM concentration in this buffer, then cooling to 4°C over
60 s. Quenching avoids the formation of homodimers and larger complexes by hybridization of neck domains from different oligonucleotides.
Electrophoresis
Nondenaturing polyacrylamide gel electrophoresis (PAGE) was used. Gels containing 1x TAE (40 mM Tris, 19 mM acetic acid, and 1 mM EDTA, pH 8.0) and 15% 29:1 acrylamide:bis-acrylamide were run in 1x TAE buffer at 4°C. All reaction mixtures for gel experiments were prepared at room temperature with individual oligonucleotide concentrations of 0.1 µM unless otherwise stated. Timings shown for the time course experiment (Fig. 4 A) correspond to the approximate interval between mixing reactants and initiating electrophoresis. Gels were silver-stained and quantified as described in Supplementary Material.
Fluorescence
Fluorescence measurements were performed in 1.5 ml (Hellma, Southend on Sea, UK) cuvettes in a JY-Horiba (Tokyo, Japan) Fluoromax 3 fluorimeter. The cuvette temperature was maintained at 25°C by means of an external waterbath. As a consequence of the differing rates and extents of the reactions considered, different concentrations of reactants were used for different measurements. Small (of order 10 µl) volumes of reactants were added sequentially from stock solutions at high concentration and mixed by vigorous pipetting to achieve final concentrations for each oligonucleotide of 50 nM (Fig. 4 B ii), 7 nM (Fig. 5), and 100 nM (Fig. 6 A).
|
with a 3' BHQ1 dark quencher modification. TET (donor) fluorescence was excited at 520 nm and recorded at 539 nm (excitation and emission bandwidths 2 nm). Energy transfer from the directly excited donor to the acceptor (quencher) is enhanced when they are held within a few nanometers of each other in a kissed complex, resulting in a decrease in donor fluorescence. The TET fluorescence signal was assumed to depend linearly on the fraction of hairpins in kissed complexes: the initial fluorescence intensity from K(40) before addition of
, and the steady fluorescence intensity obtained on addition of a 40-fold excess of
, were taken to correspond to 0% and 100% kissing, respectively. For FRET analysis of hairpin opening (Fig. 5), two opening strands with dual fluorescent labels 5'-FAM (6-carboxyfluorescein) and 3'-TAMRA (carboxytetramethylrhodamine) were used, one with a seven-base internal toehold and one with a seven-base external toehold. FAM (donor) fluorescence was excited at 495 nm and recorded at 519 nm (excitation and emission bandwidths 2 nm). The FAM fluorescence signal was assumed to depend linearly on the fraction of opening strands straightened by hybridization to the complementary section of H. The initial intensity from the opening strand, before addition of H, was measured. Reactions were allowed to run for >6000 s and >40,000 s for opening strands designed to bind to external and internal toeholds, respectively. The temperature of the water bath was then increased to 85°C, then cooled to 25°C over 1 h; then a control strand, identical to the portion of the hairpin to which the opening strand bound in the reaction, was added in 10-fold excess. The final fluorescence level reached after this addition was taken to correspond to complete hybridization of the opening strands.
For the measurement of the displacement of opening strand (Fig. 6 A), 0.5 µM dual-labeled opening strand with a seven-base external toehold was annealed with a stoichiometric amount of H. 30 µl of this annealed sample was added to the cuvette, giving a final concentration of each oligonucleotide of 100 nM. A stoichiometric amount of
was added to initiate the reaction. FAM fluorescence was monitored as described above. The initial fluorescence level was taken to correspond to 100% opening of hairpin H. The reaction was allowed to proceed for 3600 s and then annealed in situ as described above. The final fluorescence was taken to correspond to 0% opening of H.
| RESULTS |
|---|
|
|
|---|
Kinetics of duplex formation
Fig. 4 A i shows PAGE analysis of the time course of spontaneous hybridization of complementary hairpin pairs. Fig. 4 A ii shows the results of quantification of the intensities of hairpin and duplex bands in Fig. 4 A i. For hairpins with 12-base loops and a 16-basepair neck, duplex formation is only
20% complete after 60,000 s. We estimate that for this reaction the rate constant for spontaneous duplex formation is
50 M1 s1,
105 times lower than for complementary oligonucleotides with no designed secondary structure (28
). For hairpins with the same 16-basepair neck but longer 21-base loops, the reaction proceeds more quickly, but the half-time of the reaction is still
20,000 s. Shortening the neck causes a rapid increase in reaction rate: for a 21-base loop and seven-basepair neck the reaction half-time is reduced to
200 s.
Thermodynamics of duplex formation
The equilibrium state of stoichiometric mixtures (0.1 µM) of all complementary hairpin pairs tested was investigated by annealing the reactants (Fig. 4 A i, lane a). In all cases, annealing caused essentially complete conversion to the duplex, consistent with the large change in free energy associated with hybridization of the unpaired bases in the loops.
The kissing interaction
The most dramatic effect of increasing loop length is the formation of kissed complexes (12
,29
) held together by interactions between the loop domains of unopened hairpins (Fig. 1 B). Metastable kissed complexes, which migrate as a distinct band in a polyacrylamide gel, are observed for 40-base, but not 21- or 12-base, loops (Fig. 4 A i). The population of the kissed complex is not seen to diminish on the timescale of our experiment (60,000 s), suggesting that it cannot readily decay into the stable duplex. To study kissing without the complication of duplex formation, a series of hairpins, K, was designed with a new 16-basepair neck sequence that was designed to have little sequence homology with the neck of H (and
). K(40) has a 40-base loop domain identical to that of H (i.e., completely complementary to that of
). Hairpins K(x,y) have 40-base loop domains with reduced complementarity to
(see Fig. 4 B i): the loop is identical to that of H for x,y bases at the 5' and 3' ends, respectively; the remaining (40-x-y) bases in the middle of the loop were designed to interact only weakly with
. We have used FRET to measure the kinetics of kissing, and PAGE to measure the stability of the kissed state for pairs of hairpins with different degrees of complementarity.
Kissing kinetics
Fig. 4 B ii shows the kinetics of kissing between hairpins K(40) and
, deduced from measurements of FRET between fluorophores conjugated to the ends of the necks. Kissing holds the dye labels within a few nanometers of each other, resulting in a change in the intensity of donor fluorescence (see Materials and Methods). K(40) and
have complementary 40-base loop domains that are the same as those of the fully complementary hairpin pair H,
: their kissing interaction is expected to be very similar to that between H and
, whose long-lived kissed complex was identified by PAGE (Fig. 4 A i). By fitting the time-dependent kissing curve shown in Fig. 4 B ii, we deduce a second-order rate constant for kissing between K(40) and
of 3.2 (±0.4) x 104 M1 s1 and a first-order dissociation constant for the kissed complex of 4.0 (±0.4) x 104 s1.
Kissing thermodynamics
Fig. 4 B iii shows interactions between hairpins with 40-base loop domains with varying degrees of complementarity and nonhomologous 16-basepair necks. Hairpins
and K(x,y) were mixed and incubated for 10 min at room temperature before loading onto the gel. Fig. 4 B iii demonstrates that kissing between hairpins with 40-base loops persists when the size of the complementary regions of the loop domains is reduced to 14 bases, but is not observed for pairs with only one or two six-base complementary regions positioned adjacent to the necks.
When hairpins K(40) and
are annealed (Fig. 4 B iii, lane a) multiple bands are observed. A pair of these loops can reduce its free energy by hybridization of the complementary 40-base loop domains, even at the cost of opening the neck domains and leaving them unhybridized. The free energy of this system can be reduced still further by hybridization of the neck domains from different pairs to form multimers. None of the other pairs of hairpins with less complementary loop domains form such heterodimeric complexes under the same reaction conditions (data not shown).
Opening hairpins
To make use of the energy released by hybridization of complementary hairpins to drive a free-running molecular machine, it is necessary for the machine to catalyze this reaction (10
). In this section, we study the effects of loop length, neck length, and toehold length on the first step in the catalytic pathways shown in Fig. 2, the opening of the first hairpin by the catalytic opening strand.
Kinetics of opening
The kinetics and equilibria of opening reactions were investigated by measuring FRET between fluorophores conjugated to either end of the opening strand (see Supplementary Material): donor fluorescence increases when the opening strand is straightened by hybridization to the complementary domain of hairpin H. Fig. 5 shows the kinetics of hybridization between stoichiometric mixtures of an opening strand and its target hairpin. Fig. 5, A and B, shows results for opening strands with internal and external toeholds, respectively. Parameters that are varied are (i) toehold length, m; (ii) loop length, l; and (iii) neck length, n.
The most striking result is that, for all pairs of otherwise comparable reactions, opening rates are between one and two orders of magnitude faster with an external toehold (Fig. 5 B) than with an internal toehold (Fig. 5 A; note the different time scales in A and B). For a fixed seven-base external toehold and 16-basepair neck (Fig. 5 B ii), the opening rate (measured as either the initial reaction rate or the inverse reaction half-time) was approximately independent of loop length in the range l = 740. For the same toehold positioned internally, the opening rate was
10x slower for larger loops l = 2140 and decreased sharply as the length of the loop was shortened from 21 to 15 and 10 bases. For a 10-base loop domain, the opening rate is two orders of magnitude slower with an internal toehold than with an external toehold.
Reaction rates do not change monotonically with neck length (Fig. 5, A iii and B iii). The variation in rate for both internal and external toeholds for neck lengths in the range 716 is small compared to the difference in rate between internal and external toeholds.
Thermodynamics of opened hairpins
The equilibrium constant of the hairpin/opening strand system was determined by comparing the steady-state donor fluorescence signal from the dual-labeled opening strand with the signal measured when all opening strands were hybridized (see Materials and Methods). The length of the toehold was varied from six to three bases. As expected, the equilibrium constant for hybridization of an opening strand to its target hairpin depends on the length of the toehold region (which is unhybridized in the initial state), but equilibrium constants for internal and external toeholds of the same length are approximately equal. Under the reaction conditions of Fig. 5, the reaction goes to near-completion for a six-base toehold, but only to 40% completion for a three-base toehold (see Table 1). The free energy of the reaction between opening strand and hairpin is the sum of the free energy of hybridization of the additional basepairs formed in the toehold region,
and the free energy change associated with removing the constraint that the ends of the loop domain are held together,
. We can use the nearest-neighbor model (11
) to estimate
. From the known reactant concentrations and measured equilibrium constant we can then deduce the loop free energy (which depends on the length of the loop (15
,31
,32
)). Corresponding estimates of the loop free energy at 25°C for the 21-base loop with a 16-basepair neck, obtained by consideration of the equilibria of reactions with a range of opening strands, are shown in Table 1.
|
Gloop is 5.8 ± 0.7 kcal mol1, in good agreement with that calculated in Kuznetsov et al. (15
Displacement of opening strand by complementary hairpin
The final step in the catalysis of hairpin hybridization shown in Fig. 2 is the reaction of the opened hairpin with its complement, displacing the catalytic opening strand. FRET was used to monitor this reaction for complementary hairpins H,
, with l = 40, n = 16, and a dual-labeled opening strand with a seven-base external toehold (Fig. 6 A). As the reaction proceeds, the opening strand is displaced from H: the conjugated fluorophores are, on average, closer in the random coil configuration of the displaced strand, leading to a decrease in donor fluorescence. Hairpin
was added to a preannealed mixture of H and the catalyst. The time dependence of the reaction can be fitted by assuming second-order reaction kinetics with a rate constant of 6.2 (±0.4) x 104 M1 s1 for the internal opening strand, and 5.1 (±0.4) x 104 M1 s1 for the external opening strand. These rate constants are close to those measured for hairpin opening using an opening strand with an internal toehold (Fig. 5 A).
Catalysis
Fig. 6 B shows the catalytic effect of adding different amounts of the same opening strand (seven-base external toehold) to the reaction between
and H. All three oligonucleotides were mixed in hybridization buffer at room temperature and were left for 60 min before PAGE analysis. The presence of the opening strand causes a significant increase in the concentration of the H
duplex product and a corresponding reduction in the concentrations of the reactants, both monomeric hairpins and kissed complex. The catalyst achieves almost complete conversion of the hairpins to duplex when present at a half-stoichiometric concentration, and has a clear effect on the reaction at 10% stoichiometry, demonstrating catalytic turnover. A band corresponding to a low concentration of the intermediate complex consisting of the catalyst bound to an opened hairpin is seen for higher catalyst concentrations.
| DISCUSSION |
|---|
|
|
|---|
and 20 kcal mol1, respectively, to the overall free-energy change for complete hybridization of the complementary pairs of hairpins with 40-base and 12-base loop domains (11
Kissing
The formation of a kissed complex (Fig. 4 A i, and B) has previously been noted. Seelig et al. (29
) observed the existence of a long-lived kissed complex formed by two-strand DNA loops with complementary 40-base loop domains. Bois et al. (12
) also observed kissing between complementary DNA hairpins with 20-base loop domains and 10-basepair necks. We find that the rate constant for kissing (kk = 3 x 104 M1 s1) is an order of magnitude lower than that for hybridization of complementary 10-base oligonucleotides with no strong secondary structure (28
). It is similar to that measured for kissing of six-base RNA loops (23
). This rate constant is consistent with the rapid formation of kissed complexes between H and
seen in Fig. 4 A i. Using the measured rate constant for the kissing interaction, an approximate value for the rate constant for direct hybridization between H and
of kd = 3 x 103 M1 s1 may be inferred from the time-dependent concentrations of hairpins, kissed complex, and duplex deduced from Fig. 4 A i. This is an order of magnitude lower than the rate constant for kissing: kissing can be the fastest spontaneous interaction between hairpins.
The ratio between the fitted rate constants for kissing and dissociation of K(40) and
, Fig. 4 B ii, corresponds to a free energy change
, which is approximately equal to the free energy of hybridization for a 10-basepair duplex (11
). This provides a rough estimate of the number of bases that interact in the kissed complex. The measurements of Weixlbaumer et al. (30
) suggest that this may be an overestimate: they found that the free energy change on kissing of RNA hairpins with nine-base loop domains is 4 kcal mol1 more negative than the calculated free energy for hybridization of nine-base oligonucleotides with the same sequences as the loops.
Loop opening by a catalytic opening strand
We attribute the large differences between the rates of opening reactions initiated at internal and external toeholds (Fig. 5) to the difference between the intermediate states in the branch migration process by which the catalyst opens the neck of the hairpin. For hybridization initiated at an external toehold the configuration of the bases displaced by the opening strand is relatively unconstrained: the displaced portion of the neck is free at one end and anchored only at the branch point. When hybridization is initiated at an internal toehold, however, the displaced bases join the loop domain (see Fig. 7): after migration of the branch point through i basepairs of the neck, the loop has length l m + i bases with its ends held m + i basepairs from each other. The decrease in entropy of the loop region associated with this conformation can be estimated using the semiflexible polymer model (31
,32
): for hairpins with n = 16 and m = 7, the free-energy penalty as branch migration approaches completion is calculated to be
1.4 kcal mol1 for a 40-base loop and
3.5 kcal mol1 for a 15-base loop. This is an additional activation energy for loop opening by means of an internal toehold: the corresponding Arrhenius factors are 0.1 and 0.003, respectively, of the right order of magnitude to explain the observed reduction in opening rates associated with use of an internal toehold.
|
6 are fitted well by assuming second-order kinetics (see Supplementary Material), consistent with the interpretation that the rate-limiting step is the initial association of the catalyst and the hairpin, and that the random walk of the branch point between the neck of the hairpin and the catalyst, leading to neck opening, is relatively rapid. The rate constants for these reactions are in the range 104105 M1 s1. Reaction time courses deduced from FRET data for external opening reactions with m
5, and for all internal opening reactions, do not fit well to second-order kinetics. This may be at least partly caused by the presence of a significant population of intermediate states (states in which the opening strand and hairpin have interacted but the hairpin is not fully opened). Donor fluorescence from such states is expected to be intermediate between fluorescence from fully bound and unbound opening strands, with the consequence that our assumption that the donor fluorescence intensity depends linearly on the fraction of open hairpins breaks down.
Modeling reaction kinetics
The measurements described above allow us to determine rate constants for most of the processes shown in Fig. 2. Rate constants are tabulated in Table 2. The equilibrium between monomeric hairpins and kissed complex under our experimental conditions made it difficult to isolate some rate constants. We have assumed that the direct conversion of kissed complex to duplex is negligible on the timescale of our experiments (12
,29
), and that the rate constant for interaction of the catalytic opening strand with a kissed complex is the same as that for interaction with a monomeric hairpin. Using these rate constants we can calculate the time evolution of a system of hairpins in the presence of different amounts of catalyst. Fig. 8 shows the results of such a calculation for the system investigated by PAGE in Fig. 6 B (hairpins H,
, with l = 40, n = 16; catalytic opening strand with m = 7 external toehold).
|
|
Implications for DNA-powered devices
Interactions between hairpins intended as fuel for an autonomous molecular machine may be controlled through hairpin design. Long necks may be used to reduce the rate of spontaneous duplex formation. Shorter loop domains may be used to avoid the formation of stable kissed complexes, although reducing the loop length also reduces both the energy released by hybridization and the number of independent interactions that can be encoded within the loop domain. The connection between kissing and the duplex formation rate should be investigated further. Transient kissing might facilitate the spontaneous formation of a completely hybridized duplex; however, if the activation barrier to further interaction were too high, formation of a long-lived kissed complex could impede duplex formation. Although the simplest approach to the design of a hairpin fuel would be to avoid kissing, a kissed complex of complementary hairpins could be used as a one-component fuel (12
,29
).
Catalytic loop-opening via an external toehold is considerably faster than via an internal toehold, an obvious advantage for powering a device. However, a catalytic opening strand with an external toehold is not completely displaced by hybridization of the opened hairpin with its complement: it must dissociate from the toehold spontaneously. Transient interaction between the catalyst and the exposed toehold domains of hybridized hairpins reduces its availability to catalyze hybridization of another pair of hairpins. Use of a toehold with a melting temperature well below the reaction temperature reduces this problem, but also reduces the fractional population of opened hairpins. Use of an internal toehold avoids interaction between catalyst and duplex product altogether.
| CONCLUSIONS |
|---|
|
|
|---|
Hybridization between complementary DNA hairpins can be catalyzed by an opening strand capable of forcing open the neck of a hairpin loop by strand invasion. Loop opening removes the topological constraint that impedes spontaneous hybridization. Loop opening by a catalyst possessing an external toehold is 10100 times faster than loop opening from an internal toehold. We attribute this difference between rates to an entropic activation barrier associated with the configuration of intermediate states formed as a catalyst bound at an internal toehold invades the neck.
Our results confirm that a system of complementary hairpin loops is suitable for use as a metastable fuel for free-running DNA devices capable of catalyzing their hybridization.
| SUPPLEMENTARY MATERIAL |
|---|
|
|
|---|
| ACKNOWLEDGEMENTS |
|---|
|
|
|---|
Submitted on March 8, 2006; accepted for publication July 10, 2006.
| REFERENCES |
|---|
|
|
|---|
2. Yan, H., X. Zhang, Z. Shen, and N. C. Seeman. 2002. A robust DNA mechanical device controlled by hybridization topology. Nature. 415:6265.[CrossRef][Medline]
3. Li, J. J., and W. Tan. 2002. A single DNA molecule nanomotor. Nano Lett. 2:315318.[CrossRef]
4. Sherman, W. B., and N. C. Seeman. 2004. A precisely controlled DNA biped walking device. Nano Lett. 4:12031207.[CrossRef]
5. Shin, J.-S., and N. A. Pierce. 2004. A synthetic DNA walker for molecular transport. J. Am. Chem. Soc. 126:1083410835.[CrossRef][Medline]
6. Yin, P., H. Yan, X. G. Daniell, A. J. Turberfield, and J. H. Reif. 2004. A unidirectional DNA walker that moves autonomously along a track. Angew. Chem. Int. Ed. Engl. 43:49064911.[CrossRef]
7. Chen, Y., M. Wang, and C. Mao. 2004. An autonomous DNA nanomotor powered by a DNA enzyme. Angew. Chem. Int. Ed. Engl. 43:35543557.[CrossRef]
8. Bath, J., S. J. Green, and A. J. Turberfield. 2005. A free-running DNA motor powered by a nicking enzyme. Angew. Chem. Int. Ed. Engl. 44:43584361.[CrossRef]
9. Tian, Y., Y. He, Y. Chen, P. Yin, and C. Mao. 2005. A DNAzyme that walks processively and autonomously along a one-dimensional track. Angew. Chem. Int. Ed. Engl. 44:43554358.[CrossRef]
10. Turberfield, A. J., J. C. Mitchell, B. Yurke, A. P. Mills, Jr., M. I. Blakey, and F. C. Simmel. 2003. DNA fuel for free-running nanomachines. Phys. Rev. Lett. 90:118102.[CrossRef][Medline]
11. SantaLucia, J. 1998. A unified view of polymer, dumbell, and oligonucleotide nearest neighbour thermodynamics. Proc. Natl. Acad. Sci. USA. 95:14601465.
12. Bois, J. S., S. Venkataraman, H. M. Choi, A. J. Spakowitz, Z.-G. Wang, and N. A. Pierce. 2005. Topological constraints in nucleic acid hybridization kinetics. Nucleic Acids Res. 33:40904095.
13. Yurke, B., and A. P. Mills, Jr. 2003 Using DNA to power nanostructures. J. Genetic Programming and Evolvable Machines. 4:111122.[CrossRef]
14. Dirks, R. M., and N. A. Pierce. 2004. Triggered amplification by hybridization chain reaction. Proc. Natl. Acad. Sci. USA. 101:1527515278.
15. Kuznetsov, S. V., Y. Shen, A. S. Benight, and A. Ansari. 2001. A semiflexible polymer model applied to loop formation in DNA hairpins. Biophys. J. 81:28642875.
16. Shen, Y., S. V. Kuznetsov, and A. Ansari. 2001. Loop dependence of the dynamics of DNA hairpins. J. Phys. Chem. B. 105:1220212211.
17. Goddard, N. L., G. Bonnet, O. Krichevsky, and A. Libchaber. 2000. Sequence dependent rigidity of single stranded DNA. Phys. Rev. Lett. 85:24002403.[CrossRef][Medline]
18. Wallace, M. I., L. Ying, S. Balasubramanian, and D. Klenerman. 2001. Non-Arrhenius kinetics for the loop closure of a DNA hairpin. Proc. Natl. Acad. Sci. USA. 98:55845589.
19. Aalberts, D. P., Parman, J. M. and N. L. Goddard. 2003. Single-strand stacking free energy from DNA beacon kinetics. Biophys. J. 84:32123217.
20. Volker, J., N. Makube, G. E. Plum, H. H. Klump, and K. J. Breslauer. 2002. Conformational energetics of stable and metastable states formed by DNA triplet repeat oligonucleotides: implications for triplet expansion diseases. Proc. Natl. Acad. Sci. USA. 99:1470014705.
21. Lehnert, V., L. Jaeger, F. Michel, and E. Westhof. 1996. New loop-loop tertiary interactions in self-splicing introns of subgroup IC and ID: a complete 3D model of the Tetrahymena thermophila ribozyme. Chem. Biol. 3:9931009.[CrossRef][Medline]
22. Tomizawa, J. 1984. Control of ColE1 plasmid replication: the process of binding of RNA I to the primer transcript. Cell. 38:861870.[CrossRef][Medline]
23. Persson, C., E. Gerhart, H. Wagner, and K. Nordstrom. 1988. Control of replication of plasmid R1: kinetics of in vitro interaction between the antisense RNA, CopA, and its target, CopT. EMBO J. 7:32793288.[Medline]
24. Paillart, J. C., R. Marquet, E. Skripkin, C. Ehresmann, and B. Ehresmann. 1996. Dimerization of retroviral genomic RNAs: structural and functional implications. Biochimie. 78:639653.[Medline]
25. Paillart, J. C., E. Skripkin, B. Ehresmann, C. Ehresmann, and R. Marquet. 1996. A loop-loop "kissing" complex is the essential part of the dimer linkage of genomic HIV-1 RNA. Proc. Natl. Acad. Sci. USA. 93:55725577.
26. Zuker, M. 2003. Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Res. 31:34063415.
27. Stryer, L., and R. P. Haugland. 1967. Energy transfer: a spectroscopic ruler. Proc. Natl. Acad. Sci. USA. 58:719726.
28. Morrison, L. E., and L. M. Stols. 1993. Sensitive fluorescence-based thermodynamic and kinetic measurements of DNA hybridization in solution. Biochemistry. 32:30953104.[CrossRef][Medline]
29. Seelig, G., B. Yurke, and E. Winfree. 2005. DNA hybridization catalysts and catalyst circuits. In DNA Computing: 10th International Workshop. Lecture Notes in Computer Science, Vol. 3384. C. Ferretti, G. Mauri, and C. Zandron, editors. Springer, New York. 329343.
30. Weixlbaumer, A., A. Werner, C. Flamm, E. Westhof, and R. Schroeder. 2004. Determination of thermodynamic parameters for HIV DIS type loop-loop kissing complexes. Nucleic Acids Res. 32:51265133.
31. Gobush, W., H. Yamakawa, W. H. Stockmayer, and W. S. Magee. 1972. Statistical mechanics of wormlike chains. I. Asymptotic behaviour. J. Chem. Phys. 57:28392842.[CrossRef]
32. Yamakawa, H., and W. H. Stockmayer. 1972. Statistical mechanics of wormlike chain. II. Excluded volume effects. J. Chem. Phys. 57:28432854.[CrossRef]
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |