help button home button Biophys. J.
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS

This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Okonogi, T. M.
Right arrow Articles by Robinson, B. H.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Okonogi, T. M.
Right arrow Articles by Robinson, B. H.

Biophys J, May 2000, p. 2560-2571, Vol. 78, No. 5

Sequence-Dependent Dynamics in Duplex DNA

T. M. Okonogi,* S. C. Alley,*dagger A. W. Reese,* P. B. Hopkins,* and B. H. Robinson*

 *Department of Chemistry University of Washington, Seattle, Washington 98195-1700, and  dagger Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania 16802 USA

    ABSTRACT
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

The submicrosecond bending dynamics of duplex DNA were measured at a single site, using a site-specific electron paramagnetic resonance active spin probe. The observed dynamics are interpreted in terms of the mean squared amplitude of bending relative to the end-to-end vector defined by the weakly bending rod model. The bending dynamics monitored at the single site varied when the length and position of a repeated AT sequence, distant from the spin probe, were changed. As the distance between the probe and the AT sequence was increased, the mean squared amplitude of bending seen by the probe due to that sequence decreased. A model for the sequence-dependent internal flexural motion of duplex DNA, which casts the mean squared bending amplitudes in terms of sequence-dependent bending parameters, has been developed. The best fit of the data to the model occurs when the (AT)n basepairs are assumed to be 20% more flexible than the average of the basepairs within the control sequence. These findings provide a quantitative basis for interpreting the kinetics of biological processes that depend on duplex DNA flexibility, such as protein recognition and chromatin packaging.

    INTRODUCTION
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

The flexibility of duplex DNA is important for its functionality, particularly in the areas of protein-DNA binding (Hogan and Austin, 1987), interactions with architectural transcription proteins (Wolffe, 1994; Grove et al., 1996a; Nardulli et al., 1996), packaging DNA into chromatin (Richmond et al., 1984; Patikoglou and Burley, 1997; Hagerman, 1988), strand exchange (Thompson et al., 1976), and deletion formation (Chedin et al., 1994). In 1988, Hagerman (1988) concluded that little convincing evidence existed in favor of the hypothesis that DNA flexibility is sequence dependent. In 1994, Harrington and Winicov (1994) extensively reviewed the interactions between DNA and a number of proteins in which "the relatively new concept of sequence-directed structural softness or flexibility" is implicated as a physical basis for DNA-protein recognition.

Until now, there have been no experiments quantitatively evaluating the sequence-dependent flexibility in duplex DNA. A number of specific sequences have been suggested as more flexible; in particular, the dinucleotide CA and TA steps have been suggested as candidates for regions of increased flexibility based on the results of gel mobility assays (Harrington and Winicov, 1994). Harrington suggests that sequence-dependent flexibility may account for unexplained differences in the gel mobilities between GGGCCC motifs and AAAAAA tracts in cyclization assays (Dlakic and Harrington, 1995). In the formation of chromatin structures, long runs of homopolymers (dA)-(dT) and (dG)-(dC) are excluded from the DNA-histone packaging, presumably because of rigidity (Drew and Travers, 1985), while sequences containing AAA, AAT, and TA repeats bind well (Patikoglou and Burley, 1997). Hogan and Austin examined bacteriophage 434 repressor binding affinity for DNA sequences (Hogan and Austin, 1987) and concluded that protein binding correlated with the basepair sequence central to the operator binding sites. It was suggested that binding was proportional to a sequence's ability to twist or flex and that the observed variation in DNA stiffness was sequence dependent.

When there is a change in the dynamics due to a particular change in sequence in duplex DNA, it occurs for one of two reasons. The first could be a global change in the set of secondary structures induced by a specific sequence. An example of this was presented by Schurr and co-workers, who studied the effect of a 16-bp (CG)8 insert in a linear 1.1-kbp duplex DNA sequence. Their data implied that the insert induced a large change in secondary structure throughout the molecule (Kim et al., 1993). The second reason for a change in dynamics is that a sequence has a locally different flexibility, which in the context of a large section of DNA may affect the dynamics of other bases through the internal collective modes. An example of a local change in flexibility affecting dynamics or kinetics elsewhere in the DNA is the process by which inserts are deleted between directing 18-bp repeats flanking the deletion segment (Chedin et al., 1994).

In general, if an effect is local but is communicated via the DNA to other parts, then the effect should be characterized by a fall-off with distance. Fall-off of an effect with distance is a characteristic of structural alterations or allosterism. It is also a characteristic of internal dynamic twisting correlations (Schurr and Fujimoto, manuscript submitted for publication) and internal dynamic bending correlations, as will be shown later. One example of such a fall-off that was interpreted in terms of allosterism is that of the effect of a (CG)4 insert on the rate of cleavage by restriction enzymes at specific sites. The state of the (CG)4 insert was controlled by the presence of [Co(NH3)6]3+ and, presumably, varied locally between B- and Z-form DNA. When the insert adopted an alternative right-handed structure, a severalfold enhancement in the cutting rate was observed for sites up to 50 bp from the cutting site. Even in the absence of [Co(NH3)6]3+, an enhancement in the cutting rate was observed when the insert was placed up to 50 bp from the cutting site in linear DNA (Aloyo et al., 1993; Schurr et al., 1997a; Ramsauer et al., 1997). The above example illustrates how long-range structural correlations can propagate over a finite domain and die off with distance.

In this paper we will show that the observed changes in flexibility seen by an electron paramagnetic resonance (EPR) active probe are quantitatively well explained by a modified weakly bending rod model. This model supports the ideas that 1) increased motion may be due to a local change in the flexibility of the DNA molecule and 2) certain sequences of DNA may have different propensities for bending. Examples of the consequences of local changes in flexibility for structure or function will be discussed.

We have previously investigated DNA dynamics by EPR, using a nitroxide rigidly fused to a pyrimidine base, Q, paired to 2-aminopurine (2AP) (Fig. 1) (Miller et al., 1995; Okonogi et al., 1999). It was shown that the Q-2AP basepair reports the dynamics of the attached DNA and that the probe motion independent of the attached DNA was small relative to the motion induced by the DNA. In particular, this probe is primarily sensitive to bending dynamics and thus provides an excellent method for quantitatively determining the flexibility of DNA. In the following experiments, the probe is used in a site-specific manner by being placed in a small region of duplex DNA whose sequence is kept fixed. The DNA is linear, relaxed, and nonstressed. At well-defined distances from the probe, there is a test region in which the basepair sequence is varied. The effect of the test region on the dynamics of the site-specific probe is interpreted as differences in the coupling of basepairs to one another. The sources of the dynamics include 1) the overall tumbling of the DNA, 2) the internal collective modes of motion, and 3) the motion of the probe (including the basepair) independent of the macromolecular environment. To test the effects of the collective modes of motion on the probe, the following experiments were designed so that 1) an 11-bp region containing the probe and 2) the overall length of the DNA remain constant throughout the experiments. These two constraints on the DNA ensure that the overall tumbling and the length-independent motions of the probe are constant among the experiments. The internal collective modes provide the only mechanism for motions in one region of the DNA to affect the probe. Preliminary results on the sequence-specific bending of duplex DNA, obtained with a site-specific probe, have previously been reported (Okonogi et al., 1997, 1998, 1999).



View larger version (12K):
[in this window]
[in a new window]
 
FIGURE 1   Basepairs G-C, 2AP-Q, and A-T. 2-Aminopurine (2AP)-Q is a modified adenosine-thymidine basepair. The guanosine-cytosine and adenosine-thymidine basepairs are shown for comparison.

The present measurements pertain to the dynamic bending rigidity that governs the submicrosecond flexural dynamics of DNA. Its corresponding dynamic persistence length is Pdb = 1500-2000 Å (Okonogi et al., 1999; Naimushin et al., 2000), and because of its considerable stiffness, it partially contributes to the equilibrium mean squared bending between basepairs, to the effective equilibrium bending rigidity of DNA and to Ptot. As discussed elsewhere (Schurr et al., 1997a,b; Okonogi et al., 1999; Naimushin et al., 2000), Ptot apparently contains contributions not only from dynamic bends and sequence-dependent permanent bends, but also from slowly relaxing bends that arise from fluctuations between distinct secondary conformations with different intrinsic curvatures. Consequently, the bending rigidity is time-dependent, relaxing from its initially stiff value characteristic of Pdb = 1500-2000 Å to a value about half as great at long times. By themselves, the present experiments provide no information about the variation of this slowly relaxing contribution to mean squared bending with DNA sequence. Thus any slowly relaxing contributions to the equilibrium bending rigidity conceivably might behave differently.

    A MODIFIED WEAKLY BENDING ROD THEORY
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

To investigate the sequence dependence of DNA flexibility, we extend the theory developed by Schurr and co-workers for the elastic motion of the bending of duplex DNA (Wu et al., 1987; Song and Schurr, 1990; Schurr et al., 1991; Okonogi et al., 1999). The weakly bending rod theory assumes that the DNA is stiff enough that the twisting modes of motion are uncoupled from those of bending. The DNA is assumed to behave like a flexible rod that has mean local cylindrical symmetry. The uniform rotational modes of motion are 1) rotation about the cylinder axis (the z direction) and 2) rotation about the x and y axes. Each basepair is coupled to its neighbors by a harmonic bending potential, which generates a torque to each basepair and thereby governs the extent of angular rotations due to bending. The internal potential is a quadratic function of the differences between the angular displacements of successive bond vectors from the end-to-end vector. The force constant between basepairs, kappa , is taken to be the same for rotation about x and y, where eta  and theta  are the angles of rotation about x and y, respectively. For the case where the force constants between basepairs, kappa , are independent of DNA composition, the internal potential is
U=½&kgr; <LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>N</UP></UL></LIM>(&eegr;<SUB><UP>i+1</UP></SUB>−&eegr;<SUB><UP>i</UP></SUB>)<SUP>2</SUP>+½&kgr; <LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>N</UP></UL></LIM>(&thgr;<SUB><UP>i+1</UP></SUB>−&thgr;<SUB><UP>i</UP></SUB>)<SUP>2</SUP> (1)
This can be recast into a matrix form:
U=½&kgr;<A><AC>&eegr;</AC><AC>&cjs1164;</AC></A><SUP><UP>t</UP></SUP><B><UP>A</UP></B><A><AC>&eegr;</AC><AC>&cjs1164;</AC></A>+½&kgr;<A><AC>&thgr;</AC><AC>&cjs1164;</AC></A><SUP><UP>t</UP></SUP><B><UP>A</UP></B><A><AC>&thgr;</AC><AC>&cjs1164;</AC></A> (2)
The A matrix is a second-order finite-difference matrix. Explicitly, for the example of 4 bp, A is
<B><UP>A</UP></B>=<FENCE><AR><R><C>1</C><C><UP>−</UP>1</C><C>0</C><C>0</C></R><R><C><UP>−</UP>1</C><C>2</C><C><UP>−</UP>1</C><C>0</C></R><R><C>0</C><C><UP>−</UP>1</C><C>2</C><C><UP>−</UP>1</C></R><R><C>0</C><C>0</C><C><UP>−</UP>1</C><C>1</C></R></AR></FENCE> <UP>and</UP> <A><AC>&eegr;</AC><AC>&cjs1166;</AC></A>=<FENCE><AR><R><C>&eegr;<SUB>1</SUB></C></R><R><C>&eegr;<SUB>2</SUB></C></R><R><C>&eegr;<SUB>3</SUB></C></R><R><C>&eegr;<SUB>4</SUB></C></R></AR></FENCE>
The mean squared amplitudes of internal bending can be found from this potential (Wu et al., 1987; Song and Schurr, 1990):
⟨<A><AC>&eegr;</AC><AC>&cjs1166;</AC></A>(∞)<A><AC>&eegr;</AC><AC>&cjs1166;</AC></A><SUP><UP>t</UP></SUP>(∞)⟩=<FR><NU>∫<SUB><UP>−</UP>∞</SUB><SUP>∞</SUP><A><AC>&eegr;</AC><AC>&cjs1166;</AC></A><UP> exp</UP><SUP>−(<UP>U</UP>/<UP>kT</UP>)</SUP><A><AC>&eegr;</AC><AC>&cjs1166;</AC></A><SUP><UP>t</UP></SUP> <UP>d</UP>&eegr;<SUP><UP>N</UP></SUP></NU><DE>∫<SUB><UP>−</UP>∞</SUB><SUP>∞</SUP><UP> exp</UP><SUP>−(<UP>U</UP>/<UP>kT</UP>)</SUP><UP>d</UP>&eegr;<SUP><UP>N</UP></SUP></DE></FR>=<FR><NU>kT</NU><DE>&kgr;</DE></FR> <B><UP>Q</UP></B>&Lgr;<SUP>−1</SUP><B><UP>Q</UP></B><SUP><UP>t</UP></SUP> (3)
where k is Boltzmann's constant, T is the absolute temperature, deta N = deta 1deta 2deta 3...deta N, and Q is the transformation matrix that diagonalizes A. The matrix QLambda -1Qt = A-1 is the pseudoinverse of A. Lambda  is the diagonal matrix that contains the eigenvalues of A. The uniform sheer mode eigenvalue of A is zero and is removed from the inverse, as it is not one of the internal bending modes. The total mean squared amplitude of bending, < beta i2(infinity )> , is the sum of the two bending contributions plus a length-independent contribution, < beta o2(infinity )> , to the basepair at the ith position:
⟨&bgr;<SUB><UP>i</UP></SUB>(∞)&bgr;<SUB><UP>i</UP></SUB>(∞)⟩=⟨&bgr;<SUB><UP>o</UP></SUB>(∞)&bgr;<SUB><UP>o</UP></SUB>(∞)⟩+⟨&eegr;<SUB><UP>i</UP></SUB>(∞)&eegr;<SUB><UP>i</UP></SUB>(∞)⟩+⟨&thgr;<SUB><UP>i</UP></SUB>(∞)&thgr;<SUB><UP>i</UP></SUB>(∞)⟩
or more simply,
⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩=⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>o</UP></SUB>(∞)⟩+2⟨&eegr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩ (4)
As has been shown elsewhere (Hustedt et al., 1993; Allison et al., 1982),
⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩=<FR><NU>kT</NU><DE>&kgr;</DE></FR> <FR><NU>(N+1)</NU><DE>6</DE></FR> · <FENCE>1+3<FENCE><FR><NU>2i−(N+2)</NU><DE>N+1</DE></FR></FENCE><SUP>2</SUP></FENCE>+⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>o</UP></SUB>(∞)⟩
The mean squared amplitudes increase nearly in proportion to the length of the DNA. The mean squared amplitude of motion is the quantity that is obtained from the experiments. This may be compared to a related quantity: the mean squared difference amplitude. This quantity is found from the orientation difference Delta beta i = beta i+1 - beta i, from which it follows that < Delta beta i2(infinity )>  = 2(kT/kappa ), by Eqs. 3 and 4. This quantity describes the extent of bending relative to the neighboring bases. The extent of bending of the difference amplitude is independent of DNA length and of position in the duplex. This may be contrasted with the total amount of bending, < beta i2(infinity )> , reported by the probe, which increases in proportion to the length. This is an important distinction, which will become useful shortly.

We now extend the weakly bending rod theory to consider the possibility of different force constants between different basepairs along the DNA molecule. In principle, each nearest-neighbor basepair interaction can have its own force constant. The bending force constants are still nearest neighbor and the potential energy has only nearest-neighbor interactions, but the value of the force constants may depend upon sequences that may include many basepairs in the immediate vicinity. Let <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> represent the mean force constant (<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> = ((1/N) Sigma j=1N kappa j)), and let rj be the ratio of kappa j/<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>. Then Eq. 2 can be written in the same form, as originally developed, and kappa  can be replaced by <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>. The A matrix is not as simple as given in Eq. 3. Now the potential matrix, A, is written in terms of the ratios of force constants. For the example of 4 bp,
<B><UP>A</UP></B>=<FENCE><AR><R><C>r<SUB>1</SUB></C><C><UP>−</UP>r<SUB>1</SUB></C></R><R><C><UP>−</UP>r<SUB>1</SUB></C><C>r<SUB>1</SUB>+r<SUB>2</SUB></C><C><UP>−</UP>r<SUB>2</SUB></C></R><R><C></C><C><UP>−</UP>r<SUB>2</SUB></C><C>r<SUB>2</SUB>+r<SUB>3</SUB></C><C><UP>−</UP>r<SUB>3</SUB></C></R><R><C></C><C></C><C><UP>−</UP>r<SUB>3</SUB></C><C>r<SUB>3</SUB></C></R></AR></FENCE> <UP>where</UP> r<SUB><UP>j</UP></SUB>=<FR><NU>&kgr;<SUB><UP>j</UP></SUB></NU><DE><A><AC>&kgr;</AC><AC>&cjs1171;</AC></A></DE></FR> (5)
At present, we make some simplifying assumptions in the model. Rather than develop a set of force constants unique to each dinucleotide pair from 5' to 3', we have chosen to assume that kappa (AT) = kappa (TA) and that all force constants outside the region of the test sequence are the average value. In future papers, we will explore more elaborate models. For now the model admits nonunity force constant ratios between the A-to-T basepairs only in the region of the test sequence, while the control sequence of basepairs flanking the variable test sequences is controlled by a mean force constant, <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>. The matrix in Eq. 5 is used in the following way. The force constants between basepairs in the sample molecule outside of the test sequence are set to a mean value, <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>, or rj = 1 in this region. A test sequence insert can have a set of ratios, rj, that depend on the details of the sequence. For the test sequence inserts presented here we will assume that there is only a single force constant between basepairs, kappa ', which is different from the mean. Then r = kappa '/<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> is the single ratio that describes the test sequence as having different forces between basepairs. r will be less than 1 for sequences that are more flexible than the average and greater than 1 for sequences more rigid than average. In general,
⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩=2 <FR><NU>kT</NU><DE><A><AC>&kgr;</AC><AC>&cjs1171;</AC></A></DE></FR> (<B><UP>A</UP></B><SUP>−1</SUP>)<SUB><UP>ii</UP></SUB>+⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>o</UP></SUB>(∞)⟩ (6)
In nearly all cases, the probe is placed at position i = 6 in the DNA. The experiment monitors the mean squared amplitude of motion, < beta 62(infinity )> , due to the collective modes seen by the probe at position 6. There are N + 1 basepairs, of which L are distinct in the sense that r not equal  1, and they range from position N1 to N2. The length of the distinct test sequence is L = N2 - N1 + 1. There is a single distinct force constant ratio, r, for the L distinct basepairs in the test sequence. For this simple model, we can vary the length of the DNA, N + 1; the length of the insert, L; the starting position, N1; and the force constant ratio, r. The matrix A is a function of N + 1, L, N1, and r. As an example, for the case where L = 3, N1 = 3, and N + 1 = 8,
<B><UP>A</UP></B>(r)=<FENCE><AR><R><C>1</C><C><UP>−</UP>1</C></R><R><C><UP>−</UP>1</C><C>2</C><C><UP>−</UP>1</C></R><R><C></C><C><UP>−</UP>1</C><C>1+r</C><C><UP>−</UP>r</C></R><R><C></C><C></C><C><UP>−</UP>r</C><C>2r</C><C><UP>−</UP>r</C></R><R><C></C><C></C><C></C><C><UP>−</UP>r</C><C>1+r</C><C><UP>−</UP>1</C></R><R><C></C><C></C><C></C><C></C><C><UP>−</UP>1</C><C>2</C><C><UP>−</UP>1</C></R><R><C></C><C></C><C></C><C></C><C></C><C><UP>−</UP>1</C><C>2</C><C><UP>−</UP>1</C></R><R><C></C><C></C><C></C><C></C><C></C><C></C><C><UP>−</UP>1</C><C>1</C></R></AR></FENCE> (7)
The mean squared amplitudes are explicitly a function of r, < beta i2(infinity )> (r) = < beta i2(infinity )> . With this simple model, we can explore the effects of sequence variation at a site distant from the probe. Sequence variation is modeled by different values of the bending constant ratio, r. When r = 1, there is no difference in dynamics between the test and control sequences and no dependence on the length of the test sequence or its distance from the probe. The DNA outside of the test sequence insert region will always have r = 1 and for our purposes here will be referred to as "average" DNA. When r not equal  1 in the test sequence region, we measure that change in flexibility as the difference in flexibility due to the difference between r and 1:
&Dgr;<SUB><UP>r</UP></SUB>⟨&bgr;<SUP>2</SUP><SUB>6</SUB>(∞)⟩=⟨&bgr;<SUP>2</SUP><SUB>6</SUB>(∞)⟩(r≠1)−⟨&bgr;<SUP>2</SUP><SUB>6</SUB>(∞)⟩(r=1)
In Fig. 2, the theoretical difference bending amplitude Delta r< beta 62> is shown as a function of r, the ratio of force constants, for various lengths of test sequences and lengths of DNA. All test sequences started at position N1 = 7, and the difference mean squared bending amplitude was calculated at position 6. The difference mean squared amplitude is nearly linear with the inverse ratio of the force constants, r, and is nearly proportional to the length of the test sequence, L. From Eq. 5, if all bases are of flexibility r<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>, then A(r) = rA(1). In this limit then, Delta r< eta ii2>  proportional to  (1/r - 1)Aii(1). We find that the following empirical functional form (Eq. 8) satisfactorily simulated the computations using Eq. 6 and matrices of the form of Eq. 7. For the case where i = 6 and N1 = 7,
&Dgr;<SUB><UP>r</UP></SUB>⟨&bgr;<SUP>2</SUP><SUB>6</SUB>(∞)⟩≈<UP>−</UP>2 · <FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE><A><AC>&kgr;</AC><AC>&cjs1171;</AC></A></DE></FR> · L · <FENCE><FR><NU>r−1</NU><DE>r</DE></FR></FENCE> · <FENCE>1−<UP>exp</UP><SUP>−((<UP>N−L</UP>)/<UP>N<SUB>o</SUB></UP>)<SUP>1/2</SUP></SUP></FENCE> (8)
No is the length of the DNA at which Delta r< beta 62> becomes independent of N and demonstrates that there is a limit to the amount of DNA that can be added to enhance the difference effect due to an insert of length, L, and ratio, r. Fig. 2 compares this analytic form (Eq. 8) with the exact results. The difference mean squared amplitude, Delta r< beta i2> , depends approximately exponentially on the ratio of the length of the DNA to No.



View larger version (30K):
[in this window]
[in a new window]
 
FIGURE 2   Mean squared bending amplitudes, Delta r< beta 62> (rad2), and rms angular displacements, beta rms (deg), are shown as a function of the force constant ratio, r, for DNAs of length N + 1 = 50, and test sequences of lengths L = 5 (open circle ), 10 (), 15 (left-triangle ), and 20 (diamond ), and for DNAs with test sequence lengths L = 20 and N + 1 = 50 (diamond ), 100 (triangle ), 200 (down-triangle), and 400 (star ) basepairs. All sequences begin at position N1 = 7, and the mean squared bending amplitude is measured at position 6. kBT/<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> = 0.00272 rad2, a typical value (Okonogi et al., 1999). N0 = 70 bp. Estimates of Delta r< beta 62> values from Eq. 8 are plotted as lines and compared with the exact calculations (shown as icons).

Fig. 3 demonstrates theoretically the effect that an insert with force constant ratio r can have on the internal amplitudes of bending seen by a nearby probe. Delta r< beta i2> is plotted as a function of the total length of the DNA for a fixed insert and a fixed distance between the insert and the probe. Initially there is a 20-mer DNA with the probe, Q, at position 6, N1 = 11 and N2 = 20, and the test insert has force constant ratio, r. L = 10 bp is the length of the test sequence insert. The extend left curve (triangles pointing left) extends the initial 20-mer to the left of the initial DNA with a region of average DNA (r = 1 in this region). Notice that the difference drops off to nearly zero at ~200 bp. The extend right curve (triangles pointing right) extends the original 20-mer to the right side of the test sequence, so that the test sequence is between the added average DNA and the probe. The difference increases with increasing length of DNA and becomes independent of DNA length at ~400 bp. For the case where the DNA is extended in both directions, the curve (diamonds) demonstrates that the effect is an average of the effects due to the extension to the left and to the right. Empirical functional forms, which satisfactorily model the computations, are given in the legend and are shown as solid lines in Fig. 2.



View larger version (21K):
[in this window]
[in a new window]
 
FIGURE 3   Plots of the difference in the mean squared amplitudes of bending as a function of Q (probe) and L (test sequence) placement in three uniquely growing chains of DNA for r = 1 and r = 0.815. Every curve begins with a 20-mer DNA with Q at position i = 6, N1 = 11, and N2 = 20, where L = 10 bp in length. The extend right curve (right-triangle ) extends the original 20-mer towards the 3' end away from Q and L. The extend left curve (left-triangle ) extends the initial 20-mer to the left, or 5' of Q. The extend both curve (diamond ) extends the initial 20-mer on both ends of the DNA simultaneously and appears as a linear combination of the right and left, as seen in the fitting formulas:
Extend Left

&Dgr;<SUB><UP>r</UP></SUB>⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩≈<UP>−</UP>2 · <FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE><A><AC>&kgr;</AC><AC>&cjs1171;</AC></A></DE></FR> · <FENCE><FR><NU>r−1</NU><DE>r</DE></FR></FENCE>

 · L · 0.14 · <UP>exp</UP><FENCE><UP>−</UP>(N−L)/N<SUB><UP>o</UP></SUB></FENCE> · <UP>exp</UP><FENCE><UP>−</UP>4/⟨N⟩</FENCE>

Extend Right

&Dgr;<SUB><UP>r</UP></SUB>⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>(∞)⟩≈<UP>−</UP>2 · <FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE><A><AC>&kgr;</AC><AC>&cjs1171;</AC></A></DE></FR> · <FENCE><FR><NU>r−1</NU><DE>r</DE></FR></FENCE>

 · L · 0.9 · <FENCE>1−<UP>exp</UP><FENCE><UP>−</UP><FENCE>N−L/N<SUB><UP>o</UP></SUB></FENCE></FENCE></FENCE> · <UP>exp</UP><FENCE><UP>−</UP>4/⟨N⟩</FENCE>
The equation for extending in both directions simultaneously is an average of the left and right equations, using 30% of the extend right curve and 70% of the extend left curve. All three curves depend exponentially on the length of the DNA, with a characteristic relaxation length of No = 70 bp and < N>  = (N - 2)/2.

These calculations provide insight into how the experiments should be designed to best detect the effect of an insert with a different inherent flexibility. The test insert should be located between the spin probe and a long region of average DNA. The region of average DNA enhances the difference in bending amplitudes observed by the probe up to about No = 70 bp; beyond that the increase in the difference is negligible. Notice that the probe's mean squared amplitude of motion increases without bound, but the difference in amplitudes due to the test sequence becomes a constant value as the length of DNA goes to infinity. It is interesting to note that, when the test region is between the probe and the average DNA, the presence of average DNA is beneficial in amplifying, and never overshadows, the motional effect of the test sequence on the probe. In contrast, when the probe is between the average DNA and the test insert, the average region can overshadow the effect of the test sequence.

We now consider how a sequence will affect the internal motion, when that sequence is moved further away from the probe, which is part of the base where the bending amplitudes are being monitored. In Fig. 4, the mean squared amplitude is shown as a function of the test sequence's starting position, N1, for representative lengths, L, and ratios, r, when N is held constant. According to the theory, the initial amplitudes, Ao(r; N, L), are dependent upon N, r, and L. The mean squared amplitude, seen at position 6, evolves toward the average value of the N + 1-mer (where all r = 1, as given, for example, by the NT sequence) as N1 increases to the length of the molecule (N1 = N + 1). The rate at which the effect of the test sequence falls off, however, is independent of r and L. This remarkable result was not obvious from the model and simplifies our interpretation of the effect of an insert on the motion seen at the probe. To demonstrate the effect of increased N1 at constant N, overlaid on the mean squared amplitudes in Fig. 4 is an exponential function of the form
 ⟨&bgr;<SUP>2</SUP><SUB>6</SUB>(∞)⟩=A<SUB><UP>o</UP></SUB>(r; N, L) ∗ <UP>exp</UP><SUP>−(<UP>N<SUB>1</SUB></UP>−7)/⟨<UP>N</UP>⟩</SUP>+B<SUB><UP>o</UP></SUB>(r; N, L) (9)
where Ao(r; N, L) and Bo(r; N, L) are the least-squares optimized fitting parameters. < N> is the correlation length in basepairs and represents the extent to which the mean squared amplitude is affected by that insert. The overlay of a single exponential, in Fig. 4, shows that this model function is a satisfactory approximation to the dependence of the mean squared amplitude on N1.



View larger version (19K):
[in this window]
[in a new window]
 
FIGURE 4   Plots of the mean squared amplitude of bending and rms angular displacements as a function of the starting position N1 for L = 5 and 20 bp and r = 0.8 and 1.35 for DNAs of length N + 1 = 50 bp for L = 20, r = 0.8 (diamond ); L = 5, r = 0.8 (); L = 5, r = 1.35 (open circle ); and L = 20, r = 1.35 (triangle ). Data are fit to single-exponential functions of N1 (Eq. 9).

Fig. 5 plots the correlation length, < N> , for different L, r, and N + 1. The astoundingly simple result is that the correlation length is always approximately half the total number of basepairs: < N> congruent  (N - 2)/2. < N> is independent of L, r, and <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>. Lengths of DNA up to N + 1 = 200 were tested for < N> (not shown in Fig. 5). This effect can be qualitatively understood in the following way. We note first that the alteration of the bending potential in one region of the molecule has no effect whatsoever on the equilibrium distribution of bending angles between successive bond vectors, < Delta beta i2(infinity )> , or on the mean squared curvature, at any other point in the molecule. It is important to note that the mean squared angular displacements under discussion, namely < beta i2(infinity )> , are those of a given bond vector with respect to the end-to-end vector of the entire filament. When viewed from the local frame of the probe, the effect of increasing the flexibility of some distal region is to increase the mean squared angular displacement of the end-to-end vector away from the bond vector of the probe. The end-to-end vector is a normalized sum of all of the bond vectors between neighboring bases in the DNA molecule. In the frame of the probe, all bond vectors from the end containing the probe up to the site of increased flexibility remain unchanged, and beyond the flexible region all bond vectors are rotated upon flexing. By placing the region of flexibility as close to the probe as possible, the maximum number of bond vectors are rotated, and the largest displacement of the end-to-end vector relative to the probe bond vector occurs. As the flexible region is moved away from the probe, flexing will rotate fewer bond vectors, and the effect falls away.



View larger version (21K):
[in this window]
[in a new window]
 
FIGURE 5   Correlation length < N> for different test sequence lengths L, force constant ratios r, and DNA lengths N + 1 obtained from fits to calculations similar to those shown in Fig. 4. < N> are calculated for N + 1 = 100 when r = 0.93 (diamond ) and r = 1.35 (+), N + 1 = 75 when r = 0.93 () and r = 1.35 (×), and N + 1 = 50 when r = 0.93 (open circle ) and r = 1.35 (). Mean correlation values < < N> > and standard deviations:

N + 1 r = 0.93 r = 1.35  < < N> > (N - 2)/2

50  open circle   23.2  ± 0.5 23.5
75   × 35.8  ± 0.5 36.0
100  diamond + 48.5  ± 0.6 48.5

All values were measured at position 6, the position of the probe. Sequences began at N1 = 7 and went as far as logically possible to satisfy N1max + L < N + 1.

    CONCLUSIONS FROM THEORY
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

The overall impact of a test sequence on the motion of the probe falls off exponentially with the increasing length of an intervening average sequence, when the total length of the DNA is kept fixed. The correlation length over which the dynamical communication is maintained depends only on the total length of the duplex DNA and is 1/2(N + 1). Differences in the bending dynamics seen by the probe due to a test sequence are enhanced by adding more average DNA. The difference in the internal bending, Delta r< beta i2> , for an average sequence (for instance, NT) and for one that is more flexible (like that of an (AT)n sequence) increases exponentially with increasing length of the molecule up to ~70 bp, and this length is different from 1/2(N + 1).

The result, < N> congruent  (N - 2)/2, is valid within the context of the weakly bending rod model. However, there must be a point at which the correlation length, < N> , is cut off by the total persistence length of the DNA, beyond which angular correlations are lost in any case. That is, when the contour length exceeds the persistence length, then the correlation length must be limited by the persistence length. One can express this idea mathematically by assuming a form similar to that suggested for the addition of persistence lengths (Schellman and Harvey, 1995):
<FR><NU>1</NU><DE>⟨N⟩</DE></FR>=<FR><NU>2</NU><DE>N−2</DE></FR>+<FR><NU>2h</NU><DE>P<SUB><UP>tot</UP></SUB></DE></FR>. (10)

    EXPERIMENTAL METHODS
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

A series of duplex DNAs were constructed, all of which were 50 bp in length. The spin probe base, Q (Fig. 1), is always at position 6 in the initial 11-bp sequence, and the test sequences never begin before position 12. The control sequence (NT) is basepairs 1087 to 1136 from Drosophila melanogaster TATA-box binding protein TFIID gene:
<B><UP>5′d</UP></B>[<B><UP>CCT CGQ ATC GTG CTC CTC ATC TTC </UP></B>

<B><UP>GTG TCC GGA AAG GTG GTG CGC ACT GG</UP></B>]
The constructs that were tested contained the dinucleotide repeat (AT)n. (AT)n inserts were chosen because they lack retarded polyacrylamide gel electrophoretic mobilities, indicating that these sequences do not contain permanent bends (Hagerman, 1990); because (AT)n sequences are thought to be very flexible (Harrington and Winicov, 1994); and because (AT)n sequences have not been implicated in inducing allosteric transitions. The test sequence names describing the insert composition, test sequence length L, test sequence base starting position N1, and stopping position N2, all with Q at position 6, are listed in Table 1. For example, the sequence listed AT4 is
<B><UP>5′d</UP></B>[<B><UP>CCT CGQ ATC GT</UP></B><UP>A TAT ATA</UP>

<UP>T<B>TC TTC GTG TCC GGA AA</B></UP>

<UP><B>G GTG GTG CGC ACT GG</B></UP>]
where the unbolded sequence is the test sequence.


                              
View this table:
[in this window]
[in a new window]
 
TABLE 1   The names of the sequences made with the probe, Q, at position 6, and the length of the test sequence, L, and the start, N1, and stop, N2, positions of the test sequence

In addition to the poly-(AT)n basepair test sequences, we inserted a dipropylene linker moiety, DPL (5'O-(CH2)3O-PO2--O-(CH2)3O-3'), into the NT control sequence. DPL is close in size to 2 bp, but is missing the sugar and base. This linker is placed in both strands of the duplex DNA in a complementary fashion but does not replace any of the 50 basepairs. Such a linker was designed with the intention of showing the extent to which EPR spectra are sensitive to very weak coupling between the two segments, which are the 11-mer sequence containing the dynamics probe and the remaining 39-mer sequence in the molecule. Furthermore, the DPL sample demonstrates the extent to which the dynamics of the two segments of the DNA can be fully decoupled.

Q was prepared as previously described (Miller et al., 1995), using both the naturally abundant [14N,H12] and the isotopically substituted [15N,D12] nitroxides. Q was site-specifically attached at the sixth position of every 50-mer duplex DNA sampled. The duplexes were prepared using the Klenow polymerase filling technique (Maniatis et al., 1989). All oligomers were synthesized on an ABS 6800 or 392 DNA synthesizer and purified using reverse-phase (trityl-on purification) high-performance liquid chromatography on a Dynamax 300-Å column. 0.4 OD of the 11-mer primer strand containing Q at the sixth position (DNA 5'-d(CCT CGQ ATC GT)) was annealed with 2.0 OD of the appropriate template 50-mer and combined with 10 mM each of dATP, dCTP, dGTP, and dTTP, and 50 units of Klenow fragment or 20 units of Vent polymerase in 1× primer extension buffer or ThermoPol buffer. After incubation, the reaction mixture was purified by nondenaturing polyacrylamide gel electrophoresis. DNA was extracted from the gel, using the crush-and-soak procedure (Maniatis et al., 1989) in duplex elution buffer. Extracted DNA was ethanol precipitated, dried, and resuspended in 10 µl PNE buffer (10 mM phosphate (pH 7.0), 0.1 mM EDTA, and 100 mM NaCl).

CW-EPR spectra were digitally recorded on a spectrometer with a loop gap resonator cavity (Mailer et al., 1991) and a commercial Bruker EMX spectrometer with a TE102 cavity. Parameters employed for CW-EPR measurements include a 10-kHz modulation frequency, 1.0-G modulation amplitude, 0.1 mW power, 1024 points, and 30°C regulated to ±0.2°C, well below Tm for these molecules (Okonogi et al., 1999). Line samples of 1-2 OD (100-200 µM) duplex DNA were placed in either a 0.6 × 0.84 mm or 0.8 × 1.0 mm quartz capillary and stored at 4°C between EPR measurements. Known rigid limit A and g tensors were obtained elsewhere (Reese, 1996), and the uniform mode correlation times were used to simulate the spectra of the B-form 50-mers in PNE solution at 30°C. The change in spectral width arises from a rapid dynamics averaging of the A tensor elements. The observed spectral width is proportional to the dynamically averaged tensor element, < Azz> , which is directly related to the order parameter, S6, and to the mean squared internal oscillation amplitude, < beta 62(infinity )> , by the relation
S<SUB><UP>i</UP></SUB>=<FR><NU>⟨Azz⟩−<A><AC>a</AC><AC>&cjs1171;</AC></A></NU><DE>Azz−<A><AC>a</AC><AC>&cjs1171;</AC></A></DE></FR>=<FR><NU>3⟨<UP>cos</UP><SUP>2</SUP> &thgr;⟩−1</NU><DE>2</DE></FR> (11)

=<FR><NU>3 <UP>exp</UP>{<UP>−</UP>2⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>⟩}+1</NU><DE>4</DE></FR>≈1−<FR><NU>3</NU><DE>2</DE></FR>⟨&bgr;<SUP><UP>2</UP></SUP><SUB><UP>i</UP></SUB>⟩
where <A><AC>a</AC><AC>&cjs1171;</AC></A> = <FR><NU><IT>1</IT></NU><DE><IT>3</IT></DE></FR>trA and is independent of probe motion (Hustedt et al., 1993).

< beta 62(infinity )> was found by best fitting the outer components of the spectra. The correlation coefficient, R, defined previously (Hustedt et al., 1993), exceeded 0.97 for all spectra reported.

    RESULTS
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

The EPR spectra of NT and DPL are shown in Fig. 6. The distance between the outer spectral features is proportional to the quantity < Azz> . The decrease in the distance between the outer spectral feature in the DPL spectrum with respect to the NT spectrum is indicative of a more flexible sequence undergoing larger mean squared amplitudes of bending (see Eq. 11). These spectra illustrate the range of spectral responses expected when different test sequences are inserted into DNA with a fixed contour length of ~170 Å. If the DPL connection between basepairs 11 and 12 were to act as a universal swivel joint, or in the context of the model r = 0 (Eq. 6), then we could predict the dynamics of the 11-mer. A freely jointed hinge uncouples the internal collective modes of the 11-bp segment (containing the probe) from the rest of the DNA. The 11-bp segment then freely rotates as an independent object about the end connected to the remaining 39-bp segment, rather than about the middle, which is basepair 25, of the full DNA. Rotation about the end of the 11-mer is nearly equivalent to a 22-mer rotating freely about its center. Therefore, Fig. 6 compares the EPR spectrum of DPL with that of a 22-bp-long duplex DNA (NT-22), also labeled at position 6. The high degree of overlap between these two spectra supports the hypothesis that the DPL linker acts nearly as a universal hinge. Others have observed that freely jointed segments increase flexibility in DNA. A single-stranded region of six bases will produce a result nearly equivalent to that of the DPL linker (Reese, 1996). In cyclization assays, Crothers and co-workers detected a hinge in duplex DNA composed of three unpaired bases in a row in 182-bp duplex DNA. The r.m.s. libration amplitude due to the hinge was ~66° (corresponding to a local effective persistence length of ~35 Å), as compared to the value of a basepair in B-form duplex DNA of ~7° (this corresponds to a persistence length of 500 Å) (Kahn et al., 1994).



View larger version (20K):
[in this window]
[in a new window]
 
FIGURE 6   The CW-EPR spectra of the 50-mer duplex DNA sequences NT (control) and DPL (NT containing a dipropylene linker between 5' basepairs 11 and 12) and a 22-mer duplex sequence (NT-22, the first 22 basepairs of the NT sequence). All three sequences are spin labeled with Q at position 6 from the 5' end. Tensors used to simulate the EPR spectra of the [14N,H12] isotopic spin label are A = 6.58, 4.98, 34.23 Gauss, and g = 2.0084, 2.0068, 2.0034 (simulations not shown). The A tensors for [15N,D12] label are those for [14N,H12] divided by 0.733.

< beta 62> for the different DNAs listed in Table 1 have been measured. The experimental < beta 62> values are plotted against their sequence start positions, N1, in Fig. 7. The theory (calculated from Eq. 6 for < beta 62> ) is overlaid for the values of L, corresponding to the different lengths of the (AT)n inserts. Note that all of the curves decay with a correlation length of ~25 bp, as shown in Figs. 4 and 5. A single r of 0.81 ± 0.02 was chosen by a best-fit criterion to simulate the < beta 62> data for all of the (AT)n inserts. A previously determined value of kBT/<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> was used (Okonogi et al., 1999), but the ratio is insensitive to <A><AC>&kgr;</AC><AC>&cjs1171;</AC></A>. The r parameter was calculated using dynamic bending persistence lengths ranging from 1200 to 1500 Å and did not vary. A single length-independent < beta o2> was added to the theoretical predictions of Eq. 6. < beta o2> and r are the only adjustable parameters. The value of < beta o2> , which was found by a least-squares criterion, was the same, within experimental error, as that measured previously (Okonogi et al., 1999).



View larger version (20K):
[in this window]
[in a new window]
 
FIGURE 7   < beta 62> and beta rms values for the sequences given in Table 1. Overlaid is the theory of Eqs. 6 and 7, for r = 0.81 ± 0.02, kBT/<A><AC>&kgr;</AC><AC>&cjs1171;</AC></A> = 0.00272 rad2, which corresponds to a persistence length of 1250 Å at 30°C, and the length independent contribution to < beta 62> of < beta o2>  = 0.0224 ± 0.0006 rad2. Experimental errors are all less than or equal to ±0.0015 rad2.

    DISCUSSION
TOP
ABSTRACT
INTRODUCTION
A MODIFIED WEAKLY BENDING...
CONCLUSIONS FROM THEORY
EXPERIMENTAL METHODS
RESULTS
DISCUSSION
CONCLUSIONS
REFERENCES

The agreement of the theory with the experiments supports the idea that (AT)n sequences have a bending force constant that is different from the average basepair and that the effect is local. This is supported by the observation that the < beta 62> differences between the control (NT) sequence and the (AT)7A inserts become smaller as the (AT)7A inserts are moved farther from the observing spin probe. The effect is not independent of position of the insert relative to the probe. The agreement between the measured values of the amplitude, < beta 62> , for the inserts, (AT)7Asn, and those computed from the theory (Eqs. 6 and 7) is remarkable in that the fall-off of the effect of the inserts with distance from the probe is not an adjustable parameter of the model. The experiments (shown in Fig. 7) are designed to test both the dependence on L for fixed N1 and on N1 for fixed L. There is good agreement, using a single ratio parameter, r, for both sets of experiments. Given the simplicity of the model, which contains only two adjustable parameters, r and the length-independent amplitude, < beta o2> , the agreement of the calculations with the eight different types of test sequences is excellent. The conclusion that (AT)n sequences are more flexible than average sequences seems justified.

The correlation length of the effect depends only on the total length of the DNA, regardless of test sequence length or flexibility. The amplitudes of bending are a function of L, N, and r and depend on the position of the test sequence with respect to the probe and the remaining average DNA; but the correlation length is always approximately half the length of the DNA duplex. Small permanent (or static) bends in the DNA do not appreciably reduce the effects of the coupling as seen throughout the molecule (Okonogi et al., 1997). In a much longer filament, this effect must be cut off by the equilibrium total persistence length of the DNA, Ptot = 500 Å.

The fact that not all of the experimental < beta 62> values (including their errors) in Fig. 7 lie on the calculated decay curves is due in part to the simplicity of the model. The experiments presented herein do not allow a distinction between (AT) and (TA) steps, and the flexibility, parameterized by r, must be considered a weighted average of the (AT) and (TA) step flexibilities. Should (AT) and (TA) steps have different flexibilities, the relative flexibility ratios can be defined as r(AT) and r(TA). The ratio parameter we report, <A><AC>r</AC><AC>&cjs1171;</AC></A>, is the average of these two ratios, given by 1/<A><AC>r</AC><AC>&cjs1171;</AC></A> = 0.52 (1/r(AT)) + 0.48(1/r(TA))). This average was determined using Eqs. 6 and 7 modified to accept two different ratio parameters. More extensive experiments and analysis that allow for distinctions between basepairs (Okonogi et al., 1997, 1998) will be published elsewhere. Moreover, the motion may be highly anisotropic, and the value reported here represents an average bending amplitude and force constant.

It is not surprising that we find (AT)n sequences more flexible than average. Others have observed qualitative differences in binding and have attributed the differences to increased local flexibility in duplex DNA associated with (AT)-rich sequences or regions. For example, any of a number of permutations of an (AT)-rich sequence, next to the GC box that binds the MIG1 zinc finger protein, was found to be essential for high-affinity binding, even though no single base within this region was conserved (Lundin et al., 1994). Lundin et al. (1994) concluded that "MIG1 recognizes the AT box directly, but in a way that requires bendable DNA rather than a unique sequence motif." It is now possible to assign a magnitude to the increased bending made possible by the presence of (AT)n steps.

The bending in (AT)n sequences increases by 10% for the same amount of energy, and 20% less energy is required for the same amount of bending, because the bending constant for (AT)n is 0.8 times that for average DNA and because < Delta beta i2(infinity )>  = 2(kT/kappa i). At room temperature, the average bending between base pairs is ~3°, and a 20% increase in flexibility increases the mean relative bending angle to