Literature DB >> 35073489

Direct Measurement of Interhelical DNA Repulsion and Attraction by Quantitative Cross-Linking.

Ian Hamilton1, Magdalena Gebala2, Daniel Herschlag2, Rick Russell1.   

Abstract

To better understand the forces that mediate nucleic acid compaction in biology, we developed the disulfide cross-linking approach xHEED (X-linking of Helices to measure Electrostatic Effects at Distance) to measure the distance-dependent encounter frequency of two DNA helices in solution. Using xHEED, we determined the distance that the electrostatic potential extends from DNA helices, the dependence of this distance on ionic conditions, and the magnitude of repulsion when two helices approach one another. Across all conditions tested, the potential falls to that of the bulk solution within 15 Å of the major groove surface. For separations of ∼30 Å, we measured a repulsion of 1.8 kcal/mol in low monovalent ion concentration (30 mM Na+), with higher Na+ concentrations ameliorating this repulsion, and 2 M Na+ or 100 mM Mg2+ eliminating it. Strikingly, we found full screening at very low Co3+ concentrations and net attraction at higher concentrations, without the higher-order DNA condensation that typically complicates studies of helical attraction. Our measurements define the relevant distances for electrostatic interactions of nucleic-acid helices in biology and introduce a new method to propel further understanding of how these forces impact biological processes.

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Year:  2022        PMID: 35073489      PMCID: PMC8815069          DOI: 10.1021/jacs.1c11122

Source DB:  PubMed          Journal:  J Am Chem Soc        ISSN: 0002-7863            Impact factor:   15.419


Introduction

Nucleic acid compaction is an essential feature of key biological processes including chromatin condensation,[1−4] viral packaging,[5,6] and the formation of structured RNAs.[7−14] In all of these processes, DNA or RNA helices come into close proximity or physical contact with other helical segments. Owing to the high negative charge density of the phosphodiester backbone, the approach of nucleic acid helices to one another is strongly disfavored by mutual electrostatic repulsion.[15] Thus, in processes requiring compaction, this electrostatic repulsion must be overcome by counterions, proteins, and/or direct nucleic acid contacts such as the tertiary contacts found in functional RNAs. To understand nucleic acid compaction, a key challenge is to determine the magnitude and spatial distribution of the electrostatic repulsion between helical segments and the factors that create and modulate it. Nucleic acids carry with them an ion atmosphere, a dynamic sheath of loosely associated ions that is enriched with cations, depleted of anions, and has a net charge that neutralizes the negative charges on the nucleic acid backbone. The ion atmosphere mitigates or “screens” the electrostatic potential arising from these negative charges, decreasing its magnitude with increased distance from the helix until it is reduced to background levels.[7,16−19] Nucleic acid compaction necessitates a close proximity of helices to each other, potentially to distances with very large electrostatic potential despite mitigation by the ion atmospheres.[15,20] Thus, the size and spatial distribution of the electrostatic potential, which depend strongly on ion concentrations, have profound impacts on the interactions of nucleic acids with other helices, as well as interactions with proteins and other molecules required for biological function.[1,2,20−25] We have extensive experimental information on the composition of the ion atmosphere that surrounds nucleic acids,[2,8,11,19,26−30] but not the size and spatial distribution of the electrostatic potential that governs their interactions and thus determines the strategies needed by biology to manipulate and control DNA and RNA in cells. With the challenges of experimental studies for measuring the electrostatic potential and its spatial distribution, considerable effort has been directed to developing models of nucleic acid electrostatics. The Poisson–Boltzmann (PB) formalism provides a generalized view and is widely used to model the electrostatic potential near nucleic acids and other macromolecules,[9,15,19,31,32] including aspects of nucleic acid compaction.[2,14,33] Its modest computational demands and demonstrated predictive utility in certain instances[9,19,31−33] have secured its place as the most commonly used modeling technique. Nevertheless, the mean-field treatment of ions and solvent in PB modeling ignores effects stemming from the size, solvation, and correlated behavior of individual ions.[28,33−38] Modified or alternative models have been successful in matching some experimental parameters but likely lack the atomic-level detail needed to robustly describe and predict electrostatic properties of nucleic acids.[34,38−43] Here, we developed and applied an approach to quantitatively study the energetics of interactions between nucleic acid helices. Specifically, we adapted a method used previously to probe RNA folding[44,45] to develop xHEED (X-linking of Helices to measure Electrostatic Effects at Distance), a quantitative, distance-tunable disulfide cross-linking assay. We then used xHEED to measure the frequency of close encounters between 15-bp DNA helices under a range of solution conditions related to those found in biology. We observed repulsion at low concentrations of monovalent and divalent cations and showed that the potential extends 10–15 Å at low ionic strength (30 mM Na+) and 10 Å at high ionic strength (2.5 M Na2+ or 50 mM Mg2+). PB modeling greatly overestimates the strength of the repulsion at low ion concentrations, underscoring the importance of atomic features of the ion atmosphere for nucleic acid energetics. We also detected and quantified a net pairwise attraction between DNA helices in the presence of the trivalent cation Co(NH3)63+, highlighting the potential of the xHEED method to provide new information on the forces that impact nucleic acid compaction in nature.

Background

Poisson–Boltzmann calculations provide a framework for understanding the electrostatic consequences of bringing two nucleic acid helices close to each other.[46,47] PB predicts that an electrostatic potential around an isolated DNA helix decreases exponentially with increasing distance from the helix and its size (the distance its influence extends into the bulk) depends on the salt concentration and valence in the process referred to as electrostatic screening (Figure A–C). Specifically, PB modeling predicts that the electrostatic potential decreases to essentially 0 mV at a distance of 40–50 Å in the presence of 30 mM monovalent salt, whereas at 1.0 M monovalent salt this distance is reduced to 15–20 Å (Figure B). (Here and below, distances are measured from the site of linker attachment in the cross-linking experiments, the C5 position of a thymidine residue in the major groove (Figure A), ∼5 Å from the helical axis.) Divalent ions produce more potent screening than monovalent ions, with far lower concentrations required to shorten the decay distance (Figure C).
Figure 1

Poisson–Boltzmann (PB) predictions of the electrostatic potential (φ) generated by DNA helices and electrostatic screening. (A) Schematic of the electrostatic potential surrounding an isolated dsDNA. The potential decreases with increasing distance from the DNA, as shown by the color gradient, due to screening from the ion atmosphere. Distances here and elsewhere are measured from C5 of a thymidine residue, within the major groove. (B,C) PB calculations of electrostatic potential along the path marked by spheres in panel A with (B) monovalent and (C) divalent ions at various concentrations. (D–F) Schematics of two DNA helices separated by 50, 20, and 12 Å. (G–I) PB calculations of electrostatic potential between two helices along coordinates indicated by dashed lines in panels D–F, respectively (i.e., for distances of 50, 20, and 12 Å). Colors represent monovalent ion concentrations as in panel B. Dots are calculated potentials (in mV) between DNA helices, and solid curves are potentials calculated around a single dsDNA as shown in panel B. (J–L) PB calculations as in panels G–I, but with divalent ion concentrations, colored as in panel C. Calculations are shown for helices in a parallel orientation. Calculations performed with different orientations yielded similar local potentials across the gap of closest approach (Figure S13).

Figure 2

Disulfide cross-linking method (xHEED) and reactions. (A) DNA helix constructs. Modified thymidine residues (highlighted red) are attached at C5 to either a terminal thiol or a pyridyl disulfide by linkers extending ∼10 Å (“short”, Figure S1A) or ∼20 Å (“long”, Figure S1B). (B) Schematic of interhelical disulfide cross-linking. The reaction comprises three steps: thiol deprotonation (Ka), helix encounter (Kenc), and disulfide exchange (kchem). The first two steps occur in either order and are in the order shown because Ka ≫ Kenc under our experimental conditions. (C) Representative cross-linking progress curves for single reactions, with the indicated concentrations of the disulfide helix and 530 mM Na+. Curves show the best fits by a pseudo-first-order rate equation. Cross-linking fraction is normalized by observed reaction end points, which typically ranged from 35 to 50% owing to a fraction of inactive thiol-modified oligonucleotides. (D) Plot of pseudo-first-order rate constant as a function of the disulfide-containing helix concentration. Each point is a rate constant measurement from a single reaction and the plot shows data from the reactions in panel C and additional reactions at the same solution conditions. (E) Observed second-order rate constants with Na+ (blue, 30–1000 mM), K+ (orange, 200–1000 mM), and Mg2+ (gray, 0.25–330 mM), probing interhelical separations of ≤20 Å (circles) and ≤40 Å (squares). All rate constants here were measured at pH 9.0 and were determined from linear fits of least three pseudo-first-order rate constant measurements. Error bars show regression standard error and are smaller than the marker in some cases. Dashed horizontal lines indicate the rate constant with buffer only (30 mM Na+, black, 97 M–1 s–1) and the maximal rate constant with the uncharged 2-aldrithiol (red, 1.3 × 104 M–1 s–1). Dashed curves are guides only.

Poisson–Boltzmann (PB) predictions of the electrostatic potential (φ) generated by DNA helices and electrostatic screening. (A) Schematic of the electrostatic potential surrounding an isolated dsDNA. The potential decreases with increasing distance from the DNA, as shown by the color gradient, due to screening from the ion atmosphere. Distances here and elsewhere are measured from C5 of a thymidine residue, within the major groove. (B,C) PB calculations of electrostatic potential along the path marked by spheres in panel A with (B) monovalent and (C) divalent ions at various concentrations. (D–F) Schematics of two DNA helices separated by 50, 20, and 12 Å. (G–I) PB calculations of electrostatic potential between two helices along coordinates indicated by dashed lines in panels D–F, respectively (i.e., for distances of 50, 20, and 12 Å). Colors represent monovalent ion concentrations as in panel B. Dots are calculated potentials (in mV) between DNA helices, and solid curves are potentials calculated around a single dsDNA as shown in panel B. (J–L) PB calculations as in panels G–I, but with divalent ion concentrations, colored as in panel C. Calculations are shown for helices in a parallel orientation. Calculations performed with different orientations yielded similar local potentials across the gap of closest approach (Figure S13). Disulfide cross-linking method (xHEED) and reactions. (A) DNA helix constructs. Modified thymidine residues (highlighted red) are attached at C5 to either a terminal thiol or a pyridyl disulfide by linkers extending ∼10 Å (“short”, Figure S1A) or ∼20 Å (“long”, Figure S1B). (B) Schematic of interhelical disulfide cross-linking. The reaction comprises three steps: thiol deprotonation (Ka), helix encounter (Kenc), and disulfide exchange (kchem). The first two steps occur in either order and are in the order shown because Ka ≫ Kenc under our experimental conditions. (C) Representative cross-linking progress curves for single reactions, with the indicated concentrations of the disulfide helix and 530 mM Na+. Curves show the best fits by a pseudo-first-order rate equation. Cross-linking fraction is normalized by observed reaction end points, which typically ranged from 35 to 50% owing to a fraction of inactive thiol-modified oligonucleotides. (D) Plot of pseudo-first-order rate constant as a function of the disulfide-containing helix concentration. Each point is a rate constant measurement from a single reaction and the plot shows data from the reactions in panel C and additional reactions at the same solution conditions. (E) Observed second-order rate constants with Na+ (blue, 30–1000 mM), K+ (orange, 200–1000 mM), and Mg2+ (gray, 0.25–330 mM), probing interhelical separations of ≤20 Å (circles) and ≤40 Å (squares). All rate constants here were measured at pH 9.0 and were determined from linear fits of least three pseudo-first-order rate constant measurements. Error bars show regression standard error and are smaller than the marker in some cases. Dashed horizontal lines indicate the rate constant with buffer only (30 mM Na+, black, 97 M–1 s–1) and the maximal rate constant with the uncharged 2-aldrithiol (red, 1.3 × 104 M–1 s–1). Dashed curves are guides only. In biology, DNA and RNA helices form structures with interhelical distances that are expected to be disfavored by the negative electrostatic fields surrounding each helix.[47] The degree to which helical approach is disfavored can be evaluated in terms of the combined electrostatic potential generated by the two helices. A way to think about this effect is that work is required to create or strengthen a potential, so the increased strength of this potential reflects the work required to bring the helices together to a particular distance.[48] Because the electrostatic potential extends to a greater distance at low ionic strength than high ionic strength, and likewise with monovalent cations than with multivalent cations at a given concentration (Figure B,C), the repulsion between helices is predicted to extend to larger interhelical separations under low-salt-concentration and low-valence-ion conditions. To explore the predicted behavior and to guide our experimental design, we used PB to calculate electrostatic potentials between two DNA helices at separations of 50, 20, and 12 Å in the presence of various concentrations of monovalent and divalent cations, and we compared these potentials to those generated by the isolated DNA helices (Figure D–I). With an interhelical separation of 50 Å, PB predicts that the electrostatic potentials are essentially unaffected by the presence of the other helix, deviating little from that of an isolated helix and decreasing nearly to zero at a position equidistant from the two helices, even at the low ionic strength of 30 mM monovalent salt (Figure D,G; dots vs lines in Figure G). Thus, the helices would be expected to approach each other to this distance with the same frequency as if one or both of the helices were electrically neutral. When the DNA helices are moved closer together, e.g., to a separation of 20 Å, at the low ionic strength of 30 mM monovalent salt, the regions of potential from each helix calculated by PB extend beyond the midpoint between the two helices (Figure E,H). As a result, the electrostatic potential of each helix is increased by the approach of the other helix, producing a mutual repulsion. In contrast, at 1 M Na+, the electrostatic potential is predicted to drop nearly to the background level between the two helices (10 Å from each helix). With an even smaller separation of 12 Å (Figure F,I), the electrostatic potential between the DNA helices is increased to a value approximately 100 mV (4 kT/e or 2.5 kcal mol–1e–1) higher at the midpoint than the potential generated by the single DNA helix at the same distance from the helix. An analogous picture emerges with divalent cations, but with substantially lower ion concentrations required to transition between the regimes with and without repulsion between the two helices (Figure J–L). Comparable effects are predicted with an order of magnitude lower concentrations of divalent cations than monovalent cations. Additionally, divalent cations are predicted to provide screening to closer separations between helices than monovalent cations, with a consequent shallower dependence of the interhelical repulsion on separation (e.g., compare Figure panels I and L).

The Disulfide Cross-Linking Approach (xHEED)

The xHEED approach measures the energetics of repulsion or attraction when two helices approach each other to within a defined distance. The central idea is that the second-order rate constant for cross-linking reports on the frequency of helical approach to a distance dictated by the combined lengths of the linkers holding the cross-linking probes. Critically, this rate constant is benchmarked against the corresponding rate constant for an equivalent reaction in which one of the DNA helices is replaced by a neutral small molecule with a chemically equivalent cross-linker. This comparison, along with additional controls described below (see Results), allows us to isolate and measure the energetic effect of the electrostatic potentials that surround the helices. In the system used here, a single thymidine residue on each helix is modified with a linker, one with a thiol and the other with a disulfide (Figures A, S1). The deprotonated thiolate acts as a strong nucleophile to link the two helices by a disulfide bond (Figure B). The thiolated helix is radiolabeled, enabling determination of the fraction of cross-linked product with a native polyacrylamide gel (Figure S1C). The cross-linking probes are attached to 15-bp DNA helices through linkers of 14 or 21 covalent bonds from the C5 position of thymidine residues (abbreviated “short” and “long” linkers, respectively; Figure A). These linkers are not expected to impact the behavior of the ion atmosphere, as they are uncharged, and the ordering of water in the vicinity of small hydrophobic solutes is not expected to differ substantially from the bulk.[49−51] Unless otherwise indicated, all distances are defined relative to this attachment point, which is within the major groove and ∼5 Å from the helical axis. To estimate the lengths of the linkers, we modeled their behavior by a simple self-avoiding walk (SAW), combined with PB calculations to account for effects of the negatively charged thiolate ion (see Supporting Information, Estimation of Average Linker Extensions and Figure S2). This analysis suggested that the linkers extend on average ∼10 Å (short) or ∼20 Å (long) from their attachment points, enabling the capture of encounters at helix–helix separations of up to ∼20 Å or up to ∼40 Å by using short or long linkers, respectively (Figures A, S1A,B). We also probed intermediate distances, for separations of up to ∼30 Å, by using one short linker and one long linker. Linkers were attached 3 or 4 bp from the end of each helix (Figure A), and reactions with linkers attached at the central base pair of each helix (position 8) gave similar results (Figure S3). In addition to measuring the energetics of helical approach under a defined set of conditions, we used the method to determine how ion concentration, ion identity, and distance from the helix impact these energetics. Thus, we varied the ion concentration and identity, while varying the separation distance that the two helices would need to attain for cross-linking via the linker lengths of cross-linking probes. We also measured the energetics of helical approach in the presence of the trivalent ion cobalt hexamine (Co(NH3)63+). Previous studies have shown that DNA can undergo condensation transitions in the presence of this multivalent cation,[52−55] but the higher-order nature of this process has prevented detailed quantitative analysis, and PB is not applicable because, as a mean-field theory without explicit atoms, it can only predict the amelioration of repulsive interactions between negatively charged nucleic acids and not attractive forces that require atomic-level properties. Because DNA condensation is observed in the presence of biologically relevant polyamines with valence >2,[56−60] there is considerable interest from a biological perspective in understanding the magnitude and origin of attractive forces. An analogous condensation transition was suggested as a possible explanation for Mg2+-induced collapse of structured RNAs.[61,62] Although subsequent studies showed that Mg2+ does not induce significant net pairwise attraction between helices,[20,33] we still lack quantitative experimental measures of the effects of Mg2+ on the approach of nucleic acid elements to one another, and the question of pairwise interhelical attraction with trivalent ions, outside of the context of a condensed DNA phase, has remained largely unexplored.

Results

Disulfide Cross-Linking Assay to Measure Interhelical Encounters

For each set of linkers and conditions tested, we measured the second-order rate constant for cross-linking by using a fixed concentration of the thiol-containing helix and several concentrations of excess disulfide-containing helix (Figure C,D). Because helix–helix encounters are in rapid equilibrium relative to disulfide formation (see Supporting Information, Establishment of Bounds on kchem), this second-order rate constant is the product of three steps. The concentration-dependent interhelical encounter equilibrium, Kenc, is the critical term of interest. The observed rate constant also depends on the cross-linking step, which is further separable into a pre-equilibrium term, Ka, representing deprotonation of the thiol, and a rate-limiting thiolate-dependent cross-linking term, kchem. These steps are probed below to allow isolation of Kenc (Determination of the Salt Dependences of aand chem). Examination of the concentration-dependent cross-linking rate constants also revealed a small positive y-intercept (Figure D), which reflects a disulfide-independent reaction that inactivates the thiol with a rate constant that does not depend on salt identity or concentration across our experimental conditions and does not interfere with our measurements (Figure S4). We measured second-order rate constants of cross-linking with various concentrations of Na+, K+ (30 mM to 1.0 M) and Mg2+ (0.1–300 mM in a background of 30 mM Na+) and with different linker lengths (Figure E). The measured rate constants spanned about 2 orders of magnitude, from ∼102 M–1 s–1 with short linkers and low monovalent ion concentration (30 mM Na+, black dashed line) to ∼104 M–1 s–1 with short linkers at ≥100 mM Mg2+ and long linkers at all conditions, suggesting that the assay is sensitive to electrostatics. As expected, higher salt concentrations gave higher cross-linking rates, and cross-linking rates were much higher with a given concentration of Mg2+ than monovalent ions (e.g., Figure E). The monovalent ions Na+ and K+ gave indistinguishable cross-linking (Figure E), consistent with the absence of a preference for Na+ vs K+ in the ion atmosphere.[19,30] These results match our general expectations about the salt concentration and valence dependence of the cross-linking rate and the sensitivity of this dependence to the interhelical separation distance.

Determination of the Salt Dependences of Ka and kchem

As the raw second-order rate constants depend on all three of the reaction steps shown in Figure B, we performed a series of measurements to isolate the effects of salt concentration and identity on the frequency of helix encounters (Kenc). We expected that the negative electrostatic potential generated by the thiolated helix would disfavor thiol deprotonation, decreasing Ka (i.e., increasing the pKa of the thiol), and that increasing the ionic strength would counter this effect.[32] As the thiolate is the reactive species, a shift in the pKa results in a change in the amount of available reactant and must be accounted for. It was also possible that the salt concentration and identity would impact the chemical step of cross-linking (kchem), though our results described below indicate that it does not. To measure the pKa shift and test for effects on kchem, we used an analogous disulfide exchange reaction between the thiolated helix and an electrically neutral small molecule, 2-aldrithiol (Figures and S5). Because 2-aldrithiol is uncharged, its encounter frequency with the thiolated helix (K*enc) is expected to be insensitive to the properties of the ion atmosphere. Thus, any changes in second-order rate constant of this disulfide exchange reaction (Figure A, top path) in response to changes in ionic conditions would arise from effects on thiol deprotonation (Ka) and/or the chemical step of this reaction (k*chem), which is the same chemistry as in our cross-linking reactions.
Figure 3

Reactions of the uncharged 2-aldrithiol to dissect effects of ions on thiol deprotonation and reaction and to provide a reference rate constant for cross-linking in the absence of electrostatic effects. (A) Scheme comparing the interhelical cross-linking reaction (bottom) to an analogous disulfide exchange reaction between the thiolated helix and 2-aldrithiol (top), which has the same chemical leaving group as in the cross-linking reactions. This product, 2-thiopyridine, is measured by absorbance at 343 nm (see Figure S5A). This disulfide exchange reaction captures the same reaction steps as cross-linking but with a salt-independent encounter equilibrium (K*enc). (B) Second-order rate constants for the 2-aldrithiol reaction as a function of pH for reactions with 30 mM Na+ (black), 530 mM Na+ (blue triangles), 1.0 M Na+ (blue squares), or 150 mM Mg2+ (gray diamonds). Second-order rate constants were determined from at least three pseudo-first-order rate constant measurements. Data were collected at additional conditions (at pH values ≤10 to maintain stability of the DNA duplex), but for clarity, only the selected conditions are shown. The data were well described by a model (dashed curves) that gave salt-dependent thiol pKa values and a single maximal rate constant (kmax = 1.3 × 104 M–1 s–1), indicating that k*chem is unaffected by salt concentration or identity across the ranges tested. The result that kmax is orders of magnitude smaller than the rate of diffusion (104 vs 109 M–1 s–1) implies that Kenc is in rapid equilibrium relative to disulfide formation, and kchem is therefore rate-limiting.

Reactions of the uncharged 2-aldrithiol to dissect effects of ions on thiol deprotonation and reaction and to provide a reference rate constant for cross-linking in the absence of electrostatic effects. (A) Scheme comparing the interhelical cross-linking reaction (bottom) to an analogous disulfide exchange reaction between the thiolated helix and 2-aldrithiol (top), which has the same chemical leaving group as in the cross-linking reactions. This product, 2-thiopyridine, is measured by absorbance at 343 nm (see Figure S5A). This disulfide exchange reaction captures the same reaction steps as cross-linking but with a salt-independent encounter equilibrium (K*enc). (B) Second-order rate constants for the 2-aldrithiol reaction as a function of pH for reactions with 30 mM Na+ (black), 530 mM Na+ (blue triangles), 1.0 M Na+ (blue squares), or 150 mM Mg2+ (gray diamonds). Second-order rate constants were determined from at least three pseudo-first-order rate constant measurements. Data were collected at additional conditions (at pH values ≤10 to maintain stability of the DNA duplex), but for clarity, only the selected conditions are shown. The data were well described by a model (dashed curves) that gave salt-dependent thiol pKa values and a single maximal rate constant (kmax = 1.3 × 104 M–1 s–1), indicating that k*chem is unaffected by salt concentration or identity across the ranges tested. The result that kmax is orders of magnitude smaller than the rate of diffusion (104 vs 109 M–1 s–1) implies that Kenc is in rapid equilibrium relative to disulfide formation, and kchem is therefore rate-limiting. We found a log–linear relationship between the second-order rate constant and pH for the 2-aldrithiol reaction, as expected, with a plateau at high pH values (Figure B). We determined the pKa value at each salt concentration by using a model with a single deprotonation event preceding the chemical step. As expected, the pKa values were the highest at low salt concentrations (9.7 ± 0.1 at 30 mM Na+) and decreased at high salt concentrations (8.2 ± 0.3 at 1.0 M Na+ and 8.8 ± 0.3 at 150 mM Mg2+; Figure S2F,G). In addition, the data across the varying salt concentrations were well described by a global model with a single maximal rate constant at the plateau (kmax) of 1.3 × 104 M–1 s–1, indicating that k*chem is salt independent and simplifying our analyses. To independently determine the pKa and maximal rate constant without perturbation from the helix electrostatic potential, we performed analogous disulfide exchange reactions with a small molecule thiol analogue (Figure S6). These reactions revealed the same plateau rate constant (1.3 × 104 M–1 s–1) and gave a pKa value of 8.5 ± 0.2, similar to the value for reactions of 2-aldrithiol with the helix at high ion concentrations. These results indicate that deprotonation of the thiol is disfavored by the electrostatic potential of the DNA, as expected, and that increased ionic strength mitigates this effect, ultimately decreasing the pKa to a value indistinguishable from the small molecule reference. With this information in hand, in the next section we return to the cross-linking results. We used the measured pKa values to normalize for the fraction of thiolate at each salt concentration, removing any impact of Ka as a variable (see Materials and Methods and Supporting Information, Figure S7 and Assessing the Impact of Helix Encounters on Observed pKa). Further, from the finding that kchem does not depend on salt concentration or identity across the ranges tested, we can infer that changes to Kenc × kchem measured in cross-linking reflect changes only in Kenc. Thus, we could unambiguously determine the effects of salt concentration and identity on Kenc, the encounter frequency between helices.

Changing Probe Lengths Reveals the Distance That the Electrostatic Potential Extends from a Helix

Using the cross-linking data in Figure and the tools from the section above, we isolated effects on the helix encounter frequency (Figure ). Across the range of Na+ and Mg2+ concentrations tested, reactions probing distances up to 30 or 40 Å gave second-order rate constants (Kenc × kchem) that were the same within error as kmax, the maximal rate constant for the reaction with the uncharged 2-aldrithiol (Figure A,B, red dashed lines). Thus, the helices are not experiencing electrostatic repulsion, implying that their electrostatic potentials are fully screened at a combined distance of ≤30 Å.
Figure 4

Encounter frequencies using various probe distances with (A) Na+ and (B) Mg2+. The red dashed lines correspond to kmax, the expected rate constant in the absence of electrostatic repulsion (diffusion-dominated encounters). Dashed curves are guides only. (C) Cartoon of energetics for interhelical approach. At low salt concentration (30 mM Na+, bottom illustrations), effective screening is observed with 30-Å probe distances, indicating that the electrostatic potentials extend less than 15 Å from each helix. The repulsive potential of 1.8 kcal/mol observed with 20-Å probe separation (lower left) indicates overlap of the regions of enhanced potential from each helix. With high salt concentrations (top illustrations), complete screening is observed with the shortest measured distance of 20 Å, indicating that the potential extends less than 10 Å as shown.

Encounter frequencies using various probe distances with (A) Na+ and (B) Mg2+. The red dashed lines correspond to kmax, the expected rate constant in the absence of electrostatic repulsion (diffusion-dominated encounters). Dashed curves are guides only. (C) Cartoon of energetics for interhelical approach. At low salt concentration (30 mM Na+, bottom illustrations), effective screening is observed with 30-Å probe distances, indicating that the electrostatic potentials extend less than 15 Å from each helix. The repulsive potential of 1.8 kcal/mol observed with 20-Å probe separation (lower left) indicates overlap of the regions of enhanced potential from each helix. With high salt concentrations (top illustrations), complete screening is observed with the shortest measured distance of 20 Å, indicating that the potential extends less than 10 Å as shown. For reactions using short linkers (probing interhelical separations of 20 Å), the values of Kenc × kchem were lower and depended on salt concentration and identity (described further in the next section) while approaching the kmax value at high salt concentrations, indicating nearly full screening with ∼50 mM Mg2+ or ∼2.5 M Na+. These behaviors are qualitatively consistent with basic expectations for charge repulsion and screening, but they are quantitatively quite different from predictions using PB (see below). The onset of the screened regime reveals the distance that the electrostatic potential extends away from the helix—i.e., the size of the region of electrostatic potential—and how this size depends on the ion concentration and identity (Figure C, Figure S8). At low ionic strength (30 mM Na+), repulsion is observed for 20 Å separation but full screening is achieved for 30 Å separation. Thus, the electrostatic potential extends between 10 and 15 Å from each helix. As described further below, the repulsion observed for 20 Å separation is decreased with increasing ion concentrations until full screening is reached with ∼2.5 M Na+ (by extrapolation from data up to 1 M Na+) or 50 mM Mg2+. Thus, under these conditions the size of the electrostatic potential is reduced so that it extends only ∼10 Å from the helix (Figure C). Our results indicate that for a broad range of conditions that span those found in cells, the potential extends between 10 and 15 Å from a DNA helix.

Evaluating the Energetic Penalty for Helix Encounters with ≤20 Å Separation

The cross-linking reactions probing 20 Å separation revealed information about the magnitude of the energetic penalty for overlapping potentials and how the penalty depends on salt concentration and identity (Figure A). At lower Mg2+ concentrations and across most of the tested range of Na+ concentrations, the cross-linking rate constants were substantially smaller than kmax, implying a decreased value of Kenc due to electrostatic repulsion between the helices. At low ionic strength (30 mM Na+) the rate constant for cross-linking was 20-fold below kmax, corresponding to an energetic penalty of 1.80 ± 0.14 kcal/mol for bringing the helices within 20 Å of each other (10 Å away from each helix). From the results in the previous section, we know that the potential extends ≤15 Å from each helix under these conditions. Thus, the boundary of the ion atmosphere is quite sharp, with a 1.8 kcal/mol penalty for overlapping the electrostatic potentials by just a few angstroms, a distance smaller than an ionic hydration shell.
Figure 5

Salt concentration-dependent encounter frequencies and corresponding free energies. (A) Rate constants for cross-linking of the deprotonated thiolate and corresponding ΔGenc values. Added cations are Na+ (blue) and Mg2+ (gray) (with 30 mM Na+ background), with experimental data shown as points, dashed curves showing logistic function best fits, and solid curves showing corresponding ensemble PB calculations of the electrostatic free energy, ΔGelec. Figure S9 provides PB calculations at specific interhelical orientations. Logistic fits to the data yielded slopes of 0.87 CI95(0.68, 1.15) for Na+ and 0.96 CI95(0.78, 1.22) for Mg2+. Logistic fits to the predictions made by PB yielded slopes of 2.80 CI95(2.62, 2.98) for Na+ and 1.28 CI95(1.24, 1.31) for Mg2+. Measurements were at pH 9.0 with 100 mM Na-CHES (30 mM background Na+). Error bars are SE and reflect the propagated uncertainty from interhelical and 2-aldrithiol reaction rate constants. The red dashed line corresponds to kmax, the rate constant in the absence of electrostatic repulsion. Values of ΔGenc are relative to this reference reaction. (B) The residual free energy ΔGresid (squares, colors as in panel A), defined as the difference between the observed free energy of encounters ΔGenc and the electrostatic free energy calculated by PB, ΔGelec. Because ΔGelec > ΔGenc across our solution conditions, ΔGresid ≤ 0, favoring interhelical encounters. Dashed curves are guides only.

Salt concentration-dependent encounter frequencies and corresponding free energies. (A) Rate constants for cross-linking of the deprotonated thiolate and corresponding ΔGenc values. Added cations are Na+ (blue) and Mg2+ (gray) (with 30 mM Na+ background), with experimental data shown as points, dashed curves showing logistic function best fits, and solid curves showing corresponding ensemble PB calculations of the electrostatic free energy, ΔGelec. Figure S9 provides PB calculations at specific interhelical orientations. Logistic fits to the data yielded slopes of 0.87 CI95(0.68, 1.15) for Na+ and 0.96 CI95(0.78, 1.22) for Mg2+. Logistic fits to the predictions made by PB yielded slopes of 2.80 CI95(2.62, 2.98) for Na+ and 1.28 CI95(1.24, 1.31) for Mg2+. Measurements were at pH 9.0 with 100 mM Na-CHES (30 mM background Na+). Error bars are SE and reflect the propagated uncertainty from interhelical and 2-aldrithiol reaction rate constants. The red dashed line corresponds to kmax, the rate constant in the absence of electrostatic repulsion. Values of ΔGenc are relative to this reference reaction. (B) The residual free energy ΔGresid (squares, colors as in panel A), defined as the difference between the observed free energy of encounters ΔGenc and the electrostatic free energy calculated by PB, ΔGelec. Because ΔGelec > ΔGenc across our solution conditions, ΔGresid ≤ 0, favoring interhelical encounters. Dashed curves are guides only. We found that the magnitude of the energetic penalty depends strongly on both concentration and valence of salt, with Kenc increasing log–linearly with Na+ or Mg2+ concentration (Figure A). Across this log–linear regime, spanning 2 orders of magnitude in concentration for each salt, 40–80-fold more Na+ than Mg2+ is required to achieve the same degree of electrostatic screening. This difference in screening efficiency is substantially larger than the 10–13-fold preference for Mg2+ over Na+ in the occupancy of the ion atmosphere,[19,30] perhaps because Mg2+ ions associate with the DNA helical surface at smaller distances than do Na+ ions.[32,63,64] A denser, more confined ion atmosphere with Mg2+ as the dominant counterion is predicted to yield smaller electrostatic potentials at a given distance from the helix than a more diffuse ion atmosphere composed primarily of Na+ (Figure C). To test whether the free energy penalty ΔGenc was aligned with the simple formulation of electrostatics provided by PB, we performed calculations to generate predicted free energy penalties from electrostatic repulsion, ΔGelec (see Supporting Information, Figure S9 and Poisson–Boltzmann Calculations of ΔGelec.) We found that the predicted penalties were much larger than our measured penalties across wide ranges of salt concentrations, and with much larger dependences on ion concentrations, such that the differences were largest at low ion concentrations (Figure A, dashed curves vs points). For all ionic conditions tested, the difference between the experimental and computational results, ΔGresid, is favorable (i.e., <0; Figure B), raising the possibility that an attractive force ameliorates the net repulsion and is largest at low ion concentrations.

Trivalent Cobalt Hexamine Induces an Attractive Potential between Isolated DNA Helices

The prior results demonstrating condensation of DNA in the presence of Co(NH3)63+ or other trivalent cations suggested an attractive force between helices, but the high concentrations of DNA required and the large condensates prevented quantitative analysis of any pairwise attraction between helices and raised the possibility that higher-order cooperativity between DNA segments was required for attraction. Our cross-linking approach provided an opportunity to probe directly whether Co(NH3)63+ results in an attraction between two isolated helices, which would result in a cross-linking rate that is even larger than that for the fully screened condition, and an opportunity to measure this attraction, if present. Therefore, we measured interhelical cross-linking in the presence of various concentrations of Co(NH3)63+ (Figure ). For separations of up to 20 Å, the lowest concentration tested, 0.5 mM Co(NH3)63+, gave the second-order rate constant kmax, indicating full screening. However, instead of reaching a plateau at this value, higher concentrations of Co(NH3)63+ further increased the rate constant, to a value nearly 10-fold larger. Thus, Co(NH3)63+ induces a net attractive pairwise potential between DNA helices at a range ≤20 Å. The onset and magnitude of this attraction are largely unaffected by probe length (Figure S10), suggesting a free energy minimum at ≤20 Å between the helices. Cross-linking rates remain second-order with DNA concentration across the attractive regime, (Figure S11), suggesting that we are capturing a strictly pairwise interaction. This attractive force has a magnitude of −1.2 ± 0.3 kcal/mol for our 15-bp helices (0.13 ± 0.03 kT/bp).
Figure 6

Trivalent salt Co(NH3)63+ overcomes repulsion and induces a net attractive force between helices. The plot shows thiolate second-order cross-linking rate constants measured with various Co(NH3)63+ concentrations. Error bars reflect SE and include the propagated uncertainty from interhelical and 2-aldrithiol reaction rate constants. The red dashed line corresponds to kmax, the rate constant in the absence of electrostatic effects.

Trivalent salt Co(NH3)63+ overcomes repulsion and induces a net attractive force between helices. The plot shows thiolate second-order cross-linking rate constants measured with various Co(NH3)63+ concentrations. Error bars reflect SE and include the propagated uncertainty from interhelical and 2-aldrithiol reaction rate constants. The red dashed line corresponds to kmax, the rate constant in the absence of electrostatic effects.

Discussion

We developed an interhelical cross-linking assay, xHEED, to examine energetic interactions between DNA helices, and we used it to directly measure the free energy change experienced by two helices as they approach each other. In the presence of monovalent and divalent ions, we measured how far the electrostatic repulsion—and therefore the electrostatic potential—extends from the helices. In the presence of the trivalent ion Co(NH3)63+ we detected and quantitated an attractive force between two helices in solution. Our results show that the electrostatic potential surrounding a DNA helix extends between 10 and 15 Å across physiologically relevant ionic conditions. Bringing two helices (15 bp each) together to a distance just a few angstroms inside of this boundary incurs a free energy penalty of nearly 2 kcal/mol. In cells, DNA genomes in cell nuclei and virus particles are packed much closer together, and over much larger helical lengths, suggesting that these helices experience substantial repulsive forces. These forces are apparently overcome by additional factors, most prominently by nucleic acid-binding proteins that substantially alter the electrostatic potential. Recent detailed studies of the electrostatics of nucleosomes[2] and DNA bound to a transcription factor[65] highlight radical changes to the ion atmospheres of bound nucleic acids. Nevertheless, these nucleic acids retain strong negative electrostatic potentials, suggesting that additional factors must also contribute. In this regard, it is striking that the energetic penalty for interhelical approach at low ion concentrations, while significant, is much smaller than expected from simple consideration of the electrostatics by Poisson–Boltzmann modeling. In general, PB modeling is in qualitative agreement with the results and accurately predicts the salt concentrations required for full screening (100 mM Mg2+ or 2 M Na+; see Figure A). However, it predicts a much larger dependence of the energy barrier on salt concentrations than observed, such that at low to moderate salt concentrations, helix encounters occur 2-to-3 orders of magnitude more frequently than predicted by PB. It is interesting that PB overestimates the repulsion by such a wide margin, as it is able to predict the number of ions and the composition of the ion atmosphere under similar conditions.[19,28] To consider possible sources of the difference between the PB predictions and experimental results, it is important to recognize that PB is a mean-field approach and lacks specific ion positions. Thus, the difference between the observations and predictions most likely stems from atomic features of the ions and/or the solvent that produce an attractive force component, which opposes the electrostatic repulsion. Electrostatic ordering of ions[61] or water[66] in the ion atmosphere could give entropic effects favoring interhelical approach consistent with our observations, and both have previously been proposed as sources of attraction.[61,66] Attractive hydration forces[55,60,66] and ion–ion correlations[67] have been proposed as sources for net attraction in the context of multivalent cation-induced DNA condensation, and it is possible that these phenomena contribute to mitigating interhelical repulsion with mono- and divalent cations. Regardless of its origin, this attractive effect represents an important tool that nature can exploit to facilitate nucleic acid compaction in the face of what would otherwise be extremely large repulsive force between helices. The net attraction that we observed between DNA helices in the presence of the trivalent ion Co(NH3)63+ builds on previous observations of trivalent ion-dependent DNA condensation,[52−55,60] where the high DNA concentrations necessary to observe condensation complicated quantitative studies and suggested that higher-order cooperativity might be necessary. We find that the magnitude of the potential at low DNA concentrations is in the range of previous estimates (∼0.1–0.2 kT/bp[20,55,60]), and our interhelical separation at the free energy minimum is consistent with a previous estimate of 8 to 12 Å for the interhelical separation in Co(NH3)63+-condensed DNA.[55] The similarity of these parameters suggests that the net pairwise attractive potential at low DNA concentrations also underlies the condensation at higher DNA concentrations. Thus, cooperativity may not be a significant contributor, implying that the high concentrations in previous studies were required simply to achieve DNA concentrations above the equilibrium dissociation constant for the condensation process. The quantitative cross-linking method developed here, xHEED, has great potential for building further understanding of nucleic acid energetics. The linkers can be systematically varied to probe both longer and shorter interhelical distances, extending the quantitative information on the distance dependence of interhelical repulsion in monovalent and divalent ions. Analogous experiments can be performed with RNA, to probe reported differences between DNA and RNA in polyvalent ions and to learn more about RNA folding. It will also be of interest to probe further the net attraction in trivalent ions by testing biologically relevant polyamines. xHEED can also be applied in the presence of proteins or with nucleosomes to address the ways that biology modulates electrostatic potentials and overcomes repulsion. Perhaps most generally, xHEED provides a new vantage point for examining nucleic acid electrostatics, generating results that can provide critical tests of widely used models like PB and will serve as key points of reference for continued development of new theoretical and computational approaches to model nucleic acid structures and compaction.

Materials and Methods

Disulfide- and Thiol-Modified DNA Preparation

Oligonucleotides (Integrated DNA Technologies) with C5-amino-dT modifications at specific positions (IHO114, IHO116, IHO347, IHO343) were suspended to ∼500 μM in 20 mM Na-borate, 1.0 mM EDTA at pH 8.0. Prior to reaction, fresh 100 mM SPDP or LC-SPDP (Thermo Fisher) was prepared in DMSO. Reactions (80 μL) were prepared with 100 mM Na-borate pH 8.0, 20 mM SPDP/LC-SPDP, and ∼200 μM oligonucleotide, and incubated 50 min at 37 °C. Reactions to produce disulfide modifications (IHO114, IHO347) were then placed on ice, and reactions intended for thiol modifications (IHO116, IHO343) had 10 μL 1.0 M DTT added and were incubated for an additional 45 min. Modified oligonucleotides were purified by buffer exchange with 50 mM MOPS pH 5.8 in Amicon Ultra 3K 0.5 mL concentrators (Sigma). Final elution volumes were 40–50 μL, and concentration was determined by measuring absorbance at 260 nm (A260). Thiol activity was quantitated by stoichiometric reaction with 2-aldrithiol (see below, Spectrophotometric Disulfide Exchange Assay), and found to range consistently at 50–65%.

5′ DNA Radiolabeling by T4 Polynucleotide Kinase

Oligonucleotides (IDT) (IHO117, IHO340) were initially diluted to ∼50 μM in 10 mM Tris, 1.0 mM EDTA at pH 8.0 (TE). Labeling reactions (5 μL) were performed by adding 1 μL of [γ-32P]ATP (150 mCi/mL, PerkinElmer) to 50 pmol oligonucleotide with 10 activity units of T4 polynucleotide kinase (New England Biolabs) in NEB T4 PNK buffer and incubating for 1 h at 37 °C. Radiolabeled DNA was purified from the reaction mixture by 12% native PAGE or by using a Zymo Oligo Clean and Concentrator Kit (Zymo Research). Activity was quantitated by scintillation counting. Experiments repeated with preparations using each purification method yielded indistinguishable results.

PAGE-Resolved Disulfide Cross-Link Assay

Disulfide- and thiol-modified DNA helices were prepared separately in 10 mM NaOAc pH 4.5. The disulfide helix mixture was prepared with the disulfide-modified oligonucleotide (IHO114 or IHO347) and its complement (IHO115 or IHO345, respectively) in a 1:2 ratio at a concentration of either 10 or 20 μM disulfide. The thiol helix mixture was prepared with 100 nM thiol-modified oligonucleotide (IHO116 or IHO343) and radiolabeled complement (IHO117 or IHO340, respectively) at an activity of ≈104 dpm/μL (<1 nM). Each mixture was briefly incubated at 70 °C. Prereactions (10 μL) were initially assembled in 10 mM NaOAc, pH 4.5, by combining 2 μL of the thiolated helix mixture prepared above with varying amounts of the disulfide helix mixture. Cross-linking was undetectably slow at this pH. Reactions were briefly preheated to 37 °C, and then cross-linking was initiated by shifting the pH by rapid addition of 10 μL of start buffer (200 mM CHES, pH 9.0, and a 2× concentration of chloride salts of Na+, K+, Mg2+, or Co(NH3)63+). Upon initiation, reactions were 20 μL with 5.0 mM NaOAc, 100 mM CHES pH 9.0, <100 pM thiolated radiolabeled helix at 1000 dpm/μL, 50 nM to 8 μM disulfide helix, and salt concentrations as indicated. Reactions were incubated at 37 °C, and at specified time points, 2 μL reaction samples were transferred to 8 μL of acid quench buffer (50% glycerol, 150 mM NaOAc, pH 4.5, and 0.1% bromophenol blue) on ice. Samples were resolved by 12% native PAGE. Gels were dried, exposed on a phosphorimager screen overnight, and scanned using a Typhoon FLA 9500 (GE Healthcare). Data were quantified using ImageQuant 5.2 (GE Healthcare). Additional analysis and fitting were performed using Excel (Microsoft), Matlab (Mathworks), and Python scripting.

Spectrophotometric Disulfide Exchange Assay

A 10 mM 2-aldrithiol (Sigma) stock was prepared in water. Thiolated DNA helix mixture was prepared in 10 mM NaOAc, pH 4.5, by combining thiolated oligonucleotide (IHO116 or IHO343) and its unlabeled complement (IHO117 or IHO340, respectively) in a 1:1.1 ratio at a concentration of 6 μM thiol, then heating briefly at 70 °C and placing on ice. 4×-concentrated solutions of 2-aldrithiol were prepared in water, with 1× concentrations from 10 to 100 μM. Buffer solutions (2×) were prepared with 200 mM buffer and various concentrations of salts. Buffers used were Na-MOPS at pH 7.0 and 7.5, Na-Tris or Na-EPPS at pH 8.0 and 8.5, Na-CHES at pH 9.0 and 9.5, and Na-CAPS at pH 10.0. Reactions (60 μL) were performed in a 100-μL-capacity quartz cuvette by adding 30 μL of 2× buffer solution, followed by 15 μL of a 4× 2-aldrithiol solution. The cuvette was then placed inside a DU 800 spectrophotometer (Beckman Coulter) set to record A343 over time at 1.5 s intervals. The reaction was started by the rapid addition of 15 μL of the thiolated DNA duplex mixture.

Disulfide Exchange with Small Molecule Thiol Analogue

Buffers and 2-aldrithiol solutions were prepared as above. A 2.0 mM N-phenyl-3-sulfanylpropanamide (Key Organics) stock (NPSP) was prepared in 1% DMSO. This stock was subsequently diluted to 6 μM NPSP in 10 mM NaOAc, pH 4.5. Disulfide exchange reactions between NPSP and 2-aldrithiol were performed as described above with 6 μM NPSP in place of 6 μM thiolated DNA.

Measurement of Inactivating Side Reaction

Chemically modified helices were prepared as above. Trace radiolabeled thiol helix was incubated alone at 37 °C in 100 mM Na-CHES pH 9.0 with varying salts. At specific time points, 2 μL samples were combined with 2 μL of 8 μM disulfide helix at pH 9.0 and 2 M NaCl. These were incubated at 37 °C for an additional 30 min to allow cross-linking to proceed to completion, moved to ice, and 16 μL of acid quench buffer was added to each sample. Samples were resolved by 12% native PAGE as above.

Cross-Linking Rate Data Normalization

To account for salt effects on the pre-equilibrium thiol deprotonation step (Ka), second-order rate constants were measured for disulfide exchange with 2-aldrithiol at several salt concentrations with buffer conditions identical with those used in interhelical cross-linking. Since we established that kchem was not affected by salt concentration or identity, and the maximal disulfide exchange rate kmax was measured when the thiol is expected to be deprotonated in the ground state, we obtained the fractional deprotonation of the thiol fdeprot across salt concentrations by dividing 2-aldrithiol disulfide exchange rates by kmax. Because deprotonation is expected to be a rapid equilibrium, an observed second-order cross-linking rate is related to the encounter equilibrium (Kenc) by the expression:Thus, to remove salt effects on the deprotonation step from consideration, we divided each observed cross-linking rate constant by the fractional thiol deprotonation, leaving us with just Kenc × kchem. In practice, 2-aldrithiol disulfide exchange data were not collected at all of the salt conditions used in cross-linking, so empirical curve fits were performed to estimate fractional thiol deprotonation across salt concentrations (Figure S12).

Poisson–Boltzmann Calculations of ΔGelec

Poisson–Boltzmann calculations were performed using APBS.[68−70] For calculating ΔGelec, PyMol[71] was used to prepare .pqr files containing two 15-bp DNA helices in four orientations with separations ranging from 4 to 30 Å. A single helix was used as an infinite dilution reference state. APBS’s automatic finite difference multigrid method was used with a coarse grid size of 130 × 130 × 215 Å, a fine grid size of 105 × 105 × 185 Å, and grid dimensions of 193 × 193 × 321. Single Debye–Hückel method was used for boundary conditions. Finer grid dimensions or larger box sizes did not substantially affect results. Dielectric constants were set to 75 and 2.0 in the solvent and molecular interior, respectively. Other parameters were set to default values recommended in APBS documentation. Values of ΔG were calculated as the difference between the electrostatic energy for some orientation, separation, and salt concentration and twice the energy for the isolated helix at the same salt concentration. Artifactual self-energies were removed by re-referencing ΔG to a saturated Na+ condition. Ensemble energies were calculated as the Boltzmann-weighted average of energies calculated across helix orientations. The ionic contribution from buffer was explicitly included in all calculations to replicate experimental conditions.

Self-Avoiding Walk Model of Linker Chains

A self-avoiding walk (SAW) model was implemented in Python to model the distribution of linker chain ends. This program generated freely rotating self-avoiding chains with a fixed bond angle, bond length, and segment diameter (Figure S2A). A growth algorithm was employed which iteratively attempted to add an additional chain segment to a nascent chain, checking whether each new segment intersected with any other segment in the chain, or with an impenetrable planar surface located at the chain origin. If an intersection occurred, the chain was discarded, and growth was restarted from the origin. If a chain reached its full length, the location of its terminus was output to a file. For chains of 14 segments, 27 693 chain configurations were generated from 2.5 × 108 attempted growths. The locations of the chain ends were binned to produce a histogram estimate of the probability distribution function of chain extensions.

DNA Sequences

Oligonucleotides purchased from IDT are shown in Table S1.
  58 in total

1.  Electrostatics of nanosystems: application to microtubules and the ribosome.

Authors:  N A Baker; D Sept; S Joseph; M J Holst; J A McCammon
Journal:  Proc Natl Acad Sci U S A       Date:  2001-08-21       Impact factor: 11.205

Review 2.  A guide to ions and RNA structure.

Authors:  David E Draper
Journal:  RNA       Date:  2004-03       Impact factor: 4.942

3.  Evaluation of ion binding to DNA duplexes using a size-modified Poisson-Boltzmann theory.

Authors:  Vincent B Chu; Yu Bai; Jan Lipfert; Daniel Herschlag; Sebastian Doniach
Journal:  Biophys J       Date:  2007-06-29       Impact factor: 4.033

4.  Mono- and trivalent ions around DNA: a small-angle scattering study of competition and interactions.

Authors:  Kurt Andresen; Xiangyun Qiu; Suzette A Pabit; Jessica S Lamb; Hye Yoon Park; Lisa W Kwok; Lois Pollack
Journal:  Biophys J       Date:  2008-03-13       Impact factor: 4.033

5.  Quantitative Studies of an RNA Duplex Electrostatics by Ion Counting.

Authors:  Magdalena Gebala; Daniel Herschlag
Journal:  Biophys J       Date:  2019-08-12       Impact factor: 4.033

6.  The electrostatic potential of B-DNA.

Authors:  B Jayaram; K A Sharp; B Honig
Journal:  Biopolymers       Date:  1989-05       Impact factor: 2.505

7.  Improvements to the APBS biomolecular solvation software suite.

Authors:  Elizabeth Jurrus; Dave Engel; Keith Star; Kyle Monson; Juan Brandi; Lisa E Felberg; David H Brookes; Leighton Wilson; Jiahui Chen; Karina Liles; Minju Chun; Peter Li; David W Gohara; Todd Dolinsky; Robert Konecny; David R Koes; Jens Erik Nielsen; Teresa Head-Gordon; Weihua Geng; Robert Krasny; Guo-Wei Wei; Michael J Holst; J Andrew McCammon; Nathan A Baker
Journal:  Protein Sci       Date:  2017-10-24       Impact factor: 6.725

8.  Evidence for water structuring forces between surfaces.

Authors:  Christopher Stanley; Donald C Rau
Journal:  Curr Opin Colloid Interface Sci       Date:  2011-12       Impact factor: 6.448

9.  Quantitative and comprehensive decomposition of the ion atmosphere around nucleic acids.

Authors:  Yu Bai; Max Greenfeld; Kevin J Travers; Vincent B Chu; Jan Lipfert; Sebastian Doniach; Daniel Herschlag
Journal:  J Am Chem Soc       Date:  2007-11-09       Impact factor: 15.419

10.  Critical assessment of nucleic acid electrostatics via experimental and computational investigation of an unfolded state ensemble.

Authors:  Yu Bai; Vincent B Chu; Jan Lipfert; Vijay S Pande; Daniel Herschlag; Sebastian Doniach
Journal:  J Am Chem Soc       Date:  2008-08-23       Impact factor: 15.419

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