| Breathing Dynamics in Heteropolymer DNA Biophysical Journal, Volume 92, Issue 8, 15 April 2007, Pages 2674-2684 Tobias Ambjörnsson, Suman K. Banik, Oleg Krichevsky and Ralf Metzler Abstract While the statistical mechanical description of DNA has a long tradition, renewed interest in DNA melting from a physics perspective is nourished by measurements of the fluctuation dynamics of local denaturation bubbles by single molecule spectroscopy. The dynamical opening of DNA bubbles (DNA breathing) is supposedly crucial for biological functioning during, for instance, transcription initiation and DNA’s interaction with selectively single-stranded DNA binding proteins. Motivated by this, we consider the bubble breathing dynamics in a heteropolymer DNA based on a (2+1)-variable master equation and complementary stochastic Gillespie simulations, providing the bubble size and the position of the bubble along the sequence as a function of time. We utilize new experimental data that independently obtain stacking and hydrogen bonding contributions to DNA stability. We calculate the spectrum of relaxation times and the experimentally measurable autocorrelation function of a fluorophore-quencher tagged basepair, and demonstrate good agreement with fluorescence correlation experiments. A significant dependence of opening probability and waiting time between bubble events on the local DNA sequence is revealed and quantified for a promoter sequence of the T7 phage. The strong dependence on sequence, temperature and salt concentration for the breathing dynamics of DNA found here points at a good potential for nanosensing applications by utilizing short fluorophore-quencher dressed DNA constructs. Abstract | Full Text | PDF (1111 kb) |
| There and (Slowly) Back Again: Entropy-Driven Hysteresis in a Model of DNA Overstretching Biophysical Journal, Volume 94, Issue 7, 1 April 2008, Pages 2452-2469 Stephen Whitelam, Sander Pronk and Phillip L. Geissler Abstract When pulled along its axis, double-stranded DNA elongates abruptly at a force of ∼65 pN. Two physical pictures have been developed to describe this overstretched state. The first proposes that strong forces induce a phase transition to a molten state consisting of unhybridized single strands. The second picture introduces an elongated hybridized phase called S-DNA. Little thermodynamic evidence exists to discriminate directly between these competing pictures. Here we show that within a microscopic model of DNA we can distinguish between the dynamics associated with each. In experiment, considerable hysteresis in a cycle of stretching and shortening develops as temperature is increased. Since there are few possible causes of hysteresis in a system whose extent is appreciable in only one dimension, such behavior offers a discriminating test of the two pictures of overstretching. Most experiments are performed upon nicked DNA, permitting the detachment (unpeeling) of strands. We show that the long-wavelength progression of the unpeeled front generates hysteresis, the character of which agrees with experiment only if we assume the existence of S-DNA. We also show that internal melting can generate hysteresis, the degree of which depends upon the nonextensive loop entropy of single-stranded DNA. Abstract | Full Text | PDF (923 kb) |
| Formation of the Open Complex by Bacterial RNA Polymerase—A Quantitative Model Biophysical Journal, Volume 94, Issue 11, 1 June 2008, Pages 4233-4248 Marko Djordjevic and Ralf Bundschuh Abstract Over the last two decades, a large amount of data on initiation of transcription by bacterial RNA polymerase (RNAP) has been obtained. However, a question of how the open complex is formed still remains open, and several qualitative hypotheses for opening of DNA by RNAP have been proposed. To provide a theoretical framework needed to analyze the assembled experimental data, we here develop the first quantitative model of the open complex formation by bacterial RNAP. We first show that a simple hypothesis (which might follow from recent bioinformatic and experimental results), by which promoter DNA is melted in one step through thermal fluctuations, is inconsistent with experimental data. We next consider a more complex two-step view of the open complex formation. According to this hypothesis, the transcription bubble is formed in the −10 region, and consequently extends to the transcription start site. We derive how the open complex formation rate depends on DNA duplex melting energy and on interaction energies of RNAP with promoter DNA in the closed and open complex. This relationship provides an explicit connection between transcription initiation rate and physical properties of the promoter sequence and promoter-RNAP interactions. We compare our model with both biochemical measurements and genomics data and report a very good agreement with the experiments, with no free parameters used in model testing. This agreement therefore strongly supports both the quantitative model that we propose and the qualitative hypothesis on which the model is based. From a practical point, our results allow efficient estimation of promoter kinetic parameters, as well as engineering of promoter sequences with the desired kinetic properties. Abstract | Full Text | PDF (370 kb) |
Copyright © 2006 The Biophysical Society. All rights reserved.
Biophysical Journal, Volume 90, Issue 12, 4522-4529, 15 June 2006
doi:10.1529/biophysj.105.069591
Nucleic Acids
Department of Physics and Astronomy, University of California Los Angeles, Los Angeles, California
Address reprint requests to Giovanni Zocchi.The greater conformational freedom of single strands (ss) compared to double strands (ds) drives the melting transition of DNA, promoting localized strand separation, or the formation of “bubbles” 1,2,3,4,5,6. Intermediate states in conformational transitions are notoriously difficult to pinpoint experimentally, but recent work has revisited the properties of DNA bubbles, through experiments which took advantage of a new method based on quenched states 7, and theoretical models based on a “reduced degrees of freedom” description 8,9. It was found that internal bubbles have a nucleation size of ∼20 basepairs (bp), whereas there is no nucleation threshold for bubbles opening from the ends of the molecule; correspondingly, the statistical weight of intermediate states decreases for decreasing length L of the molecule, but vanishes only for L≈1bp 10,11,12. Mismatches in the base pair sequence reduce the overall stability of the duplex, and indeed standard assays for single nucleotide polymorphism (SNP) detection are based on revealing the temperature shift of the melting curve of the mismatched oligomer with respect to the matched one 13. However, this method uses a global criterion (the melting profile) to detect a local defect. But locally, mismatches affect the nucleation of bubbles, so in principle a better approach would be to focus on the bubble states. Here we show that a single mismatch in a DNA oligomer makes a dramatic difference in the statistical weights of intermediate states, transforming a transition characterized by many intermediates into a nearly two-state transition. Thus even though the midpoint of the transition, Tm, may be little affected by a single mismatch, especially if the probe is long, the amount of intermediates present is drastically different. In principle this observation could form the basis for an improved SNP detection assay (a topic of continued interest 14,15,16,17,18; however, we have not yet succeeded in developing a practical assay. On the other hand, our measurements unveil an interesting and unexpected regime where the effect of a single mismatch on the melting transition increases with the length of the molecule. These results are consistent with our previous work on bubble nucleation 11, but they represent new findings which, for instance, are not immediately predicted by the widely used thermodynamic models (the nearest neighbor (NN) model 19 of DNA melting.
The method by which we monitor bubble formation and measure the statistical weights of the bubble states is based on comparing two different “melting curves” for the same sample. The first is the standard melting curve obtained by monitoring ultraviolet (UV) absorption around 260nm; properly normalized, this gives the fraction of unpaired bases f in the sample. Actually, the change in UV absorption upon melting is due to both base unpairing and base unstacking, and both phenomena must be included for a complete description of the UV melting curves 20,21. However, the unpairing and unstacking transitions are somewhat separated in temperature (the midpoint of the unstacking transition occurring at higher temperature relative to the unpairing transition), so the UV absorption measurements still express approximately the fraction of unpaired bases f, in the temperature range below the critical temperature Tc for complete strand separation. The second “melting curve” in our method monitors the fraction of molecules p, which have undergone complete strand separation. The fraction p is obtained by a method based on quenched states, which we described previously 7,10,11. Briefly, the oligomers to be studied are designed to be partially self-complementary, so the single strands can form hairpins. First the probe is hybridized to the target (Figure 1A). Then the sample is heated to a temperature T within the transition region; at this stage we have in general a mixed population of partially and completely open molecules. Finally the sample is rapidly quenched to ∼0°C. Under the dilute conditions of the experiment, the completely dissociated strands form hairpins (hp), whereas the partially open molecules close again as duplexes (ds). After the quench, we have therefore a mixed population of hairpins and duplexes; the fraction of hairpins represents the fraction of dissociated molecules at the temperature T before the quench, p(T). This fraction is determined by gel electrophoresis from the relative intensities of the hp and ds bands (Figure 1B). Under the dilute conditions of the assay, hp+hp → ds recombination after the quench and in the gel is slow enough to allow the measurements in practice: the data confirm that if the heating temperature T before the quench is high enough (so that the sample is entirely dissociated), the measured hp fraction is close to 1.
Experiments were carried out as follows: 20μL aliquots (Ai: i=1, 2, …, 8) of the sample (target hybridized with the probe) in PCR tubes were heated to the desired temperatures Ti for 3min in a water bath, then quenched in chilled water. Ai was run on the ith lane of a 3% agarose gel, which was stained with Ethidium Bromide and photographed with a digital camera (Figure 1B). While developing this method, we often had a control lane in the gel containing a DNA ladder, to verify that the position of the ds and hp bands were consistent with that expected based on the lengths of the duplex and hairpins (unpublished data). Sometimes we also employed polyacrylamide gels, to get a higher resolution picture. In that case, 10μL aliquots (Ai: i=1, 2, …, 15) were used; after quenching, the aliquots were run on a ready-made 15% polyacrylamide gel and then stained with SYBR-Gold.
For all gels, the integrated intensities of the duplex (slow) and hairpin (fast) bands were determined from the digital pictures. In the absence of any recombination after the quench, the fraction of open molecules p at each temperature Ti is given by:
![]() | (1) |
![]() | (2) |
With the above analysis, p is extracted assuming that the fluorescent intensity of a band in the gel is proportional to the amount of DNA in the band, with the same proportionality constant for hp and ds bands. We confirm this by noting that the sum of the intensities of the two bands (hp+ds) is the same for all lanes in the gel, even though the relative intensities change according to the different temperatures before the quench. More generally, p can also be extracted in a manner independent of the relation between hp and ds fluorescence, by comparing hp bands (or ds bands) across lanes.
Synthetic DNA oligonucleotides were purchased from Qiagen salt free and were not further purified. In previous (unpublished) experiments we compared the f and p melting curves obtained from salt-free and HPLC-purified oligomers, for two different sequences of lengths 42 and 48. We concluded that there was no significant difference in the measured melting curves between purified and unpurified oligomers. The polyacrylamide gel in Figure 1D gives an idea of the typical level of impurities.
In this study we use probes of three different lengths: L13, L24, and L40; probes were hybridized to targets (exact or single mismatch complementaries) in 1:1 ratio at an oligomer concentration of 200μM, by heating the mixture to 90°C and cooling slowly. UV absorption measurements were performed with a Beckman Coulter DU-640 spectrophotometer with temperature-controlled cell (800-μL samples in standard quartz cuvettes; temperature increase rate was 0.5°C per minute). For the quenching measurements, sample volume was 20μL in PCR tubes. All experiments were performed at a DNA duplex concentration of 1μM, in phosphate buffered saline (PBS) at an ionic strength of 50mM (with 45.7mM sodium chloride, 1mM potassium chloride, 3.3mM phosphate buffer, no Mg2+). During annealing, the high concentration of oligomers (200μM) and the slow cooling process result in a sample in the duplex form. In contrast, in the experiments the low oligomer concentration (1μM) and the rapid quench process lead to the formation of hairpins from completely open molecules. In all cases both melting curves (f and p) were obtained at the same DNA concentration (1μM).
After the quench, the sample consists of a mixture of hairpins and duplexes, which we separate by gel electrophoresis. The fraction of hairpins p represents the fraction of completely dissociated molecules at the temperature Ti before the quench, i.e., p is an equilibrium quantity. At temperatures well below Tm, the fraction of completely open molecules is zero, and all the unpaired bases contributing to the UV absorption signal come from the partially open molecules. At temperatures well above Tm, p saturates to 1. We normalize the f curve such that p=1 coincides with f=1 (see Fig. 2). Since p=1 corresponds to the critical temperature Tc of complete strand separation, the rise of f for f>1 is due to unstacking in the ss 20, whereas for f≤1, f represents approximately the fraction of unpaired bases.
The distance between the two melting curves, σ=f−p, represents the fraction of bases in the bubble states, and thus quantifies the presence of intermediate states. More precisely, σ is the total fraction of bases which are 1), unpaired and 2), not part of a completely dissociated strand (see the relation between f and p below). For a two-state transition, σ=0, i.e., the two melting curves coincide. If there are bubble states, σ>0, i.e., p<f. In our previous work 10 we reported measurements of the average fractional length 〈ℓ〉 occupied by bubbles (the average is over the subset of partially open molecules), using the relation f=p+(1 – p) 〈ℓ〉. Keeping the terminology we employed then, here we use the term “bubble” (or “intermediate state”) to denote in general partial separation of the two strands; there are then two kinds of bubbles: bubbles opening “from the ends” and bubbles opening “in the middle.”
The oligomer sequences used in the study are given below. We studied sequences of three different lengths L, with and without a single mismatch. For example, L13 is a completely complementary sequence of length 13 bp, and L13M is the same sequence except with one mismatch (underlined).
We studied DNA oligomers of three different lengths L, for each length analyzing the completely complementary sequence and the same sequence except for the presence of one mismatch. The mismatch is in different positions with respect to the middle of the molecule in the three cases: in this study we do not focus on effects arising from the location of the mismatch. On the contrary, we want to show that the results described below are robust with respect to the position of the defect. In Fig. 2 we display the melting curves: the filled symbols are the p curves, representing the fraction of completely dissociated molecules (obtained from the quenching method), the open symbols are the f curves, representing the fraction of unpaired bases (obtained from the UV absorption measurements). For L13, the presence of the mismatch lowers the midpoint of both melting curves (f and p) by ∼10°C. The transition for L13 is already close to two-state (p≈f), and becomes indistinguishable from two-state (p=f) with the mismatch. For L24 and L40, the mismatch has almost no effect on the midpoint of the f curves, but a dramatic effect on the midpoint of the p curves. A single mismatch turns a transition with many intermediate states (p<f) into an almost two-state transition (p≈f). The magnitude of the effect is remarkable, especially in the case of the 40mer, where the oligomer length is considerable and the mismatch is not in the middle.
Now suppose we want to detect the mismatch without comparing with the melting curves of the matched oligomer. We can just compare the f and p curves for the oligomer in question: if p ≈ f there is a mismatch, if p ≪ f there is not. The relevant quantity for mismatch detection is then σ=f−p, displayed in Fig. 3. The surprising result is that with this method, the sensitivity to a single mismatch Δσ=σ(mismatch)-σ(match) actually increases with probe length, at least in the regime of lengths from 13 to ∼40 (in comparing L24 and L40, note that for L40 the location of the mismatch is far from the middle, which presumably tends to reduce Δσ).
A single mismatch introduces a localized defect in the double helix structure; the ideal detection method should therefore be sensitive to the local conformation. Here we study how the presence of the mismatch affects the typical duplex conformation at different temperatures. We find that the probe oligomer melts away from the target strand essentially in a two-state transition, instead of melting by gradually unzipping from the ends. The reason for this is not obvious. Qualitatively, we may argue that the defect introduces two “extra ends” in the middle of the molecule, which becomes effectively shorter, and melts through a transition which is closer to two-state. However, we could also reason that the defect lowers the barrier for bubble formation, and so should promote intermediate states. To make progress, we need to understand the effect of a mismatch on the local pairing, stacking, and elastic energies in the duplex. This interesting question is probably best explored through a combination of experiments and statistical mechanics models 12.
To be able to measure the dissociation curves p, we use sequences which are partially self-complementary. The question then arises whether the results obtained reflect the “special” nature of these sequences. In particular, one may ask whether the hairpin melting transition influences the behavior of the measured duplex melting curves f. We have examined this question, first by comparing the melting curves measured by UV absorption for the duplex and the hairpin (Fig. 4). The hairpin melts at lower temperature compared to the duplex (which is the reason why by careful annealing we can prepare ds samples predominantly in the duplex state, as shown by the gels in Fig. 1); the midpoints of the two transitions being separated by ∼5 and ∼10°C for the 24mer and the 40mer, respectively. At the midpoint of the duplex transition, the hairpins are ∼80% melted in both cases. Thus we expect the influence of the hairpins on the duplex f curves to be small. We have confirmed this by comparing the duplex melting curves (f) for L24 and a control L24C, the sequence of which is a permutation of the sequence of L24, such that there is no self-complementarity. As seen in Fig. 5, the two melting curves are identical in the region f≤1, which is the region in question for this study. The marked difference in the two melting curves for f>1 is, we believe, an interesting phenomenon which we may address in future work; however, it is immaterial to the conclusions of this study.
The method presented here measures intermediate states, so it is sensitive to the defect driven formation of bubbles. In contrast, present SNP detection methods, based on the signal from a FRET pair on adjacent probes (see e.g., LightCycler Products from Roche Molecular Diagnostics), are sensitive to the conformation at the site of the fluorescent probes, which can be far away from the mismatch and the bubble. The present technique detects bubble nucleation driven by the defect, irrespective of the position of the defect. The dissociation curves p with and without mismatch are significantly different in all cases, whereas this is not true for the melting curves f (Fig. 6). The quantity Δp (difference of the dissociation curves with and without mismatches), displayed in Fig. 6 for the three cases, shows that the method can detect the presence of the mismatch irrespective of the location of the mismatch and length of the probe, within the range of defect location and probe lengths studied. A surprising property of the method is that, by the measure of σ, the ability to detect a single mismatch increases with probe length, at least in the regime 13<L<40.
In summary, we find that for probes of length ∼20 bases and up the more discriminating measurement for mismatch detection is the complete strand dissociation curve p, not the usual melting curve f. This is visually rendered in Fig. 6, where we plot the difference in the melting curve with and without mismatch, for the two different measurements, Δf and Δp. Our results also explain the reason for the steepness of the melting curves obtained spectroscopically from DNA-gold aggregates 14, as those are essentially p curves (the spectroscopic signal is sensitive to the melting of the aggregate, i.e., the complete strand separation of the DNA linkers), which are steeper than the corresponding f curves (see Fig. 2), for lengths of order 20 and up (i.e., in the presence of significant amounts of intermediates).
Apart from the possible technological relevance, the results above represent new findings in the study of the DNA melting transition. Our measurements reveal the drastic effect that a single mismatch has on bubble nucleation, and thus the nature of the melting transition. In contrast, present thermodynamic models do not describe this aspect well. Specifically, these experimental results are not well reproduced by an off-the-shelf application of the NN model. We investigated this point by obtaining the melting curves (f and p) for our 24mer and 40mer sequences, from the two strands hybridization web server 19, which is based on the NN model 22 and also takes into account hairpins (as sequence L13 is exactly symmetric, we cannot directly use the server in this case). The p curve is calculated from the duplex concentration curve.
Comparing Figure 7A (the server) with Figure 2B (the experiment), we see that the server does not predict the drastic difference in the occurrence of intermediate (bubble) states between the matched and mismatched sequences. Although the f-curve for the matched case (f-L24) is correctly predicted, the p-curve is not. In the mismatch case, both melting curves (f and p) do not agree with the experiments. Similar differences are evident when comparing Figure 7B to Figure 2C. In general, the server predicts p-curves which are softer than the experimental curves, although this may be a consequence of the strand dissociation entropy term used by the server, which is extracted from data at 1M salt.
In conclusion, the experimental measurements could be used to refine the models’ parameters and improve the accuracy of the server, which is a most useful tool for designing sequences for experiments with DNA.
We thank Kim Rasmussen for insightful discussions.
This work was partially supported by National Science Foundation grant DMR-0405632.
1. (1960). Theory of “melting” of the helical form in double chains of the DNA types. J. Chem. Phys. 33, 1349–1356. CrossRef | PubMed
2. (1966). Phase transitions in one dimension and the helix-coil transition in polyamino acids. J. Chem. Phys. 45, 1456–1463. CrossRef | PubMed
3. (1979). Phase transitions in DNA. Phys. Rev. A 20, 1671–1684. PubMed
4. (2000). Why is the DNA denaturation transition first order?. Phys. Rev. Lett. 85, 4988–4991. CrossRef | PubMed
5. (2000). Simple model for the DNA denaturation transition. Phys. Rev. E 62, 3958–3973. PubMed
6. (2002). Roles of stiffness and excluded volume in DNA denaturation. Phys. Rev. Lett. 88, 198101. CrossRef | PubMed
7. (2003). Trapping intermediates in the melting transition of DNA oligomers. Europhys. Lett. 62, 452–458. PubMed
8. (1989). Statistical mechanics of a nonlinear model for DNA denaturation. Phys. Rev. Lett. 62, 2755. CrossRef | PubMed
9. (2004). Sequence-specific thermal fluctuations identify start sites for DNA transcription. Europhys. Lett. 68, 127–133. PubMed
10. (2003). Length and statistical weight of bubbles in DNA melting. Phys. Rev. Lett. 91, 148101. CrossRef | PubMed
11. (2004). Bubble nucleation and cooperativity in DNA melting. J. Mol. Biol. 339, 67–75. CrossRef | PubMed
12. (2005). Bubble nucleation and cooperativity in DNA melting. Phys. Rev. Lett. 94, 035504. CrossRef | PubMed
13. (2001). DNA melting analysis for detection of single nucleotide polymorphisms. Clin. Chem. 47, 635–644. PubMed
14. (1998). One-pot colorimetric differentiation of polynucleotides with single base imperfections using gold nanoparticle probes. J. Am. Chem. Soc. 120, 1959–1964. CrossRef | PubMed
15. (1999). Enzyme-amplified amperometric detection of hybridization and of a single base pair mutation in an 18-base oligonucleotide on a 7μm diameter microelectrode. J. Am. Chem. Soc. 121, 769–774. CrossRef | PubMed
16. (2001). Detection of single-base DNA mutations by enzyme-amplified electronic transduction. Nat. Biotechnol. 19, 253–257. CrossRef | PubMed
17. (2001). Single-mismatch detection using gold-quenched fluorescent oligonucleotides. Nat. Biotechnol. 19, 365–370. CrossRef | PubMed
18. (2005). SNP identification in unamplified human genomic DNA with gold nanoparticle probes. Nucleic Acids Res. 33, e15. CrossRef | PubMed
19. (2004). Prediction of hybridization and melting for double-stranded nucleic acids. Biophys. J. 87, 215–226. Abstract | Full Text | PDF (193 kb) | CrossRef | PubMed
20. (2004). Statistical mechanics of base stacking and pairing in DNA melting. Phys. Rev. E 70, 051907. PubMed
21. (2005). Local cooperativity mechanism in the DNA melting transition. Phys. Rev. E 71, 041909. PubMed
22. (1998). A unified view of polymer, dumbbell, and oligonucleotide DNA nearest-neighbor thermodynamics. Proc. Natl. Acad. Sci. USA 95, 1460–1465. CrossRef | PubMed