Hiroyuki
Kabata‡
a,
Hironori
Aramaki§
b and
Nobuo
Shimamoto
*a
aNational Institute of Genetics, and Department of Genetics, School of Life Science, The Graduate University for Advanced Studies, SOKENDAI, 1111 Yata, Mishima, Shizuoka 411-8540, Japan. E-mail: nshima@nig.ac.jp
bDepartment of Molecular and Life Science, Faculty of Pharmacy, Daiichi University of Pharmacy, 22-1 Tamagawa-cho, Minami-ku, Fukuoka, 815-8511, Japan
First published on 1st September 2022
The affinity for regulator–operator binding on DNA sometimes depends on the length of the DNA harboring the operator, which is known as the antenna effect. One-dimensional diffusion along DNA has been suggested to be the cause, but this may contradict the binding affinity independent of the reaction pathways, which is derived from the detailed balance of the reaction at equilibrium. Recently, the chemical ratchet was proposed to solve this contradiction by suggesting a stationary state containing microscopic non-equilibrium. In a single-molecule observation, P. putida CamR molecules associate with their operator via one-dimensional diffusion along the DNA, while they mostly dissociated from the operator without the diffusion. Consistently, the observed overall association rate was dependent on the DNA length, while the overall dissociation rate was not, leading to an antenna effect. E. coli RNA polymerase did not show this behavior, and thus it is a specific property of a protein. The bipartite interaction domains containing the helix-turn-helix motif are speculated to be one of the possible causes. The biological significance of the chemical ratchet and a model for its microscopic mechanism are also discussed.
In determining the affinity of the E. coli repressor TrpR for its operator trpO by a quantitative footprinting technique, we found that the longer the DNA harboring trpO, the larger the affinity for the trpO site. This effect has been termed the “antenna effect”,5,6 and TrpR has showed the largest effect so far of 10000-fold.7 Its length dependence is quantitatively explained by a composite equation involving the diffusion equation and rate equation, which claims that a longer DNA segment provides an increasing number of nonspecific sites for a protein to bind to and accelerates the formation of a specific complex with rapid one-dimensional diffusion, but the dissociation of the specific complex is less dependent on the length.7 The involvement of one-dimensional diffusion was evidenced to some degree by the disappearance of the antenna effect by blocking the one-dimensional diffusion by the biotin–avidin joint between trpO and nonspecific sites in vitro. Moreover, the effect also disappeared in vivo by blocking the diffusion by the introduction of a LexA site near trpO.8
Our interpretation of the antenna effect of TrpR–trpO binding was challenged as a violation of the detailed balance of the rate equation. However, this criticism mistakenly supposes that detailed balance is a general truth, but this balance is actually an assumption required to describe a reaction with a single set of rate equations.9 If there is a degree(s) of freedom with a timescale close to or slower than that of the reaction, a conformational change, for example, detailed balance, no longer holds.7–11 In this case, the reaction is described with two or more sets of rate equations switching alternatively for each reactant molecule according to the degree(s) of freedom. We named this mechanism the chemical ratchet because it generates a circulating stationary flow among the free components, nonspecific complex and TrpR–trpO specific complex in this case.7,10,11 Namely, the chemical ratchet is a mechanism where the detailed balance of a reaction is invalidated by an additional degree(s) of freedom with a timescale close to or slower than that of the relevant reaction (more details in ESI section 1†).
The evidence so far obtained is still insufficient to determine if TrpR–trpO binding is a chemical ratchet. If a deviation from detailed balance is observed as the behavior of a single reactant molecule, the corresponding macroscopic rate constants should show an antenna effect, providing positive evidence for the chemical ratchet. Unfortunately, TrpR–trpO binding has a timescale too rapid to determine the rate constants with a gel-shift assay, and we must employ a different protein and operator, P. putida CamR and camO, as experimental materials. P. putida CamR and E. coli TrpR belong to the same family of bacterial repressors binding to a palindromic sequence as homodimeric molecules with a helix-turn-helix motif.
According to the results of a single-molecule one-dimensional diffusion assay, the specific complex is preferentially formed via one-dimensional diffusion from the nonspecific complex, while it is preferentially dissociated without one-dimensional diffusion, driving a circulating flow. The measured overall rate constants and affinities on different DNA lengths showed a significant antenna effect. Therefore, CamR–camO binding forms a chemical ratchet.
• This asymmetry in the binding reaction provides microscopic and direct evidence for the chemical ratchet, which has been proposed to explain the antenna effect of a protein belonging to the same structural group, E. coli TrpR. In a gel-shift assay, CamR also showed an antenna effect of more than 100-fold.
• In a binding reaction, a chemical ratchet occurs when a conformational change affecting the binding equilibrium has a timescale comparable to that of the binding reaction. The mechanism is microscopically described as switching two or more sets of rate equations. Such a reaction system becomes indifferent to detailed balance in its stationary state because it is microscopically non-equilibrated in these timescales. Therefore, in the case of CamR–camO binding, the major association is accelerated by one-dimensional diffusion dependent on DNA length, while the major dissociation is independent of the length, making the affinity dependent on the length, i.e. the antenna effect.
• The observed single-molecule behavior is specific to the DNA-binding protein. In the case of CamR and TrpR, the DNA bending in the operator complex can be an example of the conformational change essential to the chemical ratchet. Its indifference to detailed balance and its consistency with regards to switching are discussed for the complex structure.
• The biological significance of the chemical ratchet is discussed, and a novel cross-talk between two regulatory mechanisms, which have been ignored, is proposed.
Fluorescently visualized CamR molecules were injected at an angle to the DNA belt. If a CamR molecule diffuses one-dimensionally along the DNA, the bulk flow will drive it along the DNA at an angle to the flow, and its diffusion will be observed as a linear motion parallel to the fixed DNA molecules. As evidenced below, the direction of the bulk flow was not disturbed by the fixed DNA, which has also been shown before.4
The movements of the visualized CamR molecules were microscopically observed and displayed in the stroboscopic pictures as bright lines or spots, and the small and rapid Brownian motion is reflected as small fluctuations of the lines with gradation or blurring of the spots. The traces were classified into five modes by the criteria experimentally suggested in a previous study.4 Since a DNA molecule was fixed at only both its ends, the unfixed part fluctuated within 2 μm in response to bulk flow. The continuous observation of CamR molecules was limited to ca. 10 s because of photo-bleaching of the fluorescent label. Linear motions longer than 3 μm were classified as “one-dimensional diffusion” or “simple drift” depending on whether their directions were parallel to the extended DNA or to the bulk flow, respectively, within ± 10° (Fig. 1C and D). Blurring of spots due to the vertical movements of molecules, which occurred only near the electrode edges (Fig. 1B), was termed as “jumping”. This is likely to be the one-dimensional diffusion along a looped DNA molecule, both ends of which were occasionally fixed at one electrode edge. A molecule that stayed within a circle of 2 μm diameter for more than 10 s was classified as “trapped” (Fig. 1C and D).
The direction of bulk flow was monitored via the movements of CamR molecules outside the DNA belt. The stroboscopic traces were classified only when the measured direction of bulk flow was maintained prior to and after the CamR molecules passed through a DNA belt. In a field of view of 50 μm2, there was an attempt to maintain the direction of flow at an angle to the DNA belt by adjusting the pump outlet and the drain of the CamR solution at the diagonal corners of the square cover glass.
However, an unexpected distortion of the glass occasionally made the direction of flow parallel to the DNA belt, preventing a distinction between “one-dimensional diffusion” and “simple drift”. Such cases were classified as “unidentified”. When a trace contained two or more modes, it was classified according to the hierarchy of “trapped”, “jumping”, “one-dimensional diffusion”, “simple drift”, and “unidentified”, as shown in Fig. 2, where a trace is uniquely classified in a single mode to make the total fractions to be 100%. For example, the trace shown in Fig. 1D displayed both simple drift and one-dimensional diffusion, and thus it was counted as “one-dimensional diffusion”.
The fractions of modes in the standard assay condition (see Materials and methods) are shown as the top bar in Fig. 2, and more than half of the traces are classified in one of the DNA-interacting modes of “trapped”, “jumping” or “one-dimensional diffusion”. In a control experiment, where the DNA binding domain of CamR was blocked with a two-fold molar excess of 32 bp camO DNA, the frequencies of these three modes decreased dramatically, as expected (the second top bar). This result refutes the possibility of misinterpreting the observed “one-dimensional diffusion” mode as “simple drift” due to a rectified flow parallel to the DNA. Therefore, DNA fixed in parallel is essentially transparent for bulk flow at the experimental density of fixing. The absence of such a hydrodynamic artifact is also confirmed by examining the traces of fluorescently labeled DNA molecules in the absence of CamR (the fourth bar).
Next, we added the inducer of the operon, D-camphor, in the single-molecule assay (the third bar). Only the mode of “trapped” was affected by the inducer, and therefore, the inducer distinguishes a specific complex from a one-dimensional diffusion complex. This result agrees with a report that the lac repressor forms inducer-resistant complexes at nonspecific sites.15
The DNA binding site of CamR includes two identical domains, each of which has a single helix-turn-helix motif. We tested the possibility that the binding site can simultaneously interact with two DNA molecules during one-dimensional diffusion. Instead of CamR, unfixed 32 bp camO DNA was fluorescently visualized. The DNA was injected (the second bottom bar in Fig. 2), and the DNA that had been mixed with an 8-fold excess of unlabeled CamR was injected (the bottom bar). If the observed one-dimensional diffusion contains the putative bridging of two DNA molecules by CamR, there would be a significant increase in the one-dimensional diffusion mode in the bottom bar, but this was not observed. Therefore, all three DNA-interaction modes require the whole DNA-binding site on a CamR homodimeric molecule, at least in this condition.
Notably, all the 71 traces classified as “trapped” in the standard condition showed the “one-dimensional diffusion” mode prior to “trapped” events, as has also been observed for E. coli RNA polymerase.4 However, “one-dimensional diffusion” was rarely observed in the dissociation from the specific sites. Among the 71 traces, 35 dissociated from the specific sites and 36 remained “trapped” (Table 1) during observation. Only one of the 35 dissociated had a detectable one-dimensional diffusion motion, and the remaining 34 dissociated showed no sign of “one-dimensional diffusion”, as shown in the example in Fig. 1E. This significant bias was not observed for RNA polymerase.
Binding pathways | Association to “trapped” | Dissociation from “trapped” | ||
---|---|---|---|---|
Cases | (%) | Cases | (%) | |
Indirect pathway accompanied by one-dimensional diffusion or jumping | 71 | (100) | 1 | (3) |
Direct pathway into bulk without one-dimensional diffusion or jumping | 0 | (0) | 34 | (97) |
Total | 71 | (100) | 35 | (100) |
These results mean that the one-dimensional diffusion of CamR occurs more frequently in the overall association than in the overall dissociation. This conclusion is not altered even if all the 36 molecules that remained “trapped” during observation ultimately slid out of their specific sites after our observation because at most 37 molecules should slide out from the sites among the 71 molecules that experienced “one-dimensional diffusion” into the “trapped” sites. This is consistent with the interpretation that CamR associates to camO mainly in the pathway mediated by one-dimensional diffusion, while it dissociates from the site mainly via the direct pathway without diffusion, which is predicted by the chemical ratchet mechanism as a deviation from the detailed balance in the binding of TrpR to its operator.7,11
This asymmetry was not detected for RNA polymerase, and its dissociation from the promoter was mostly accompanied by one-dimensional diffusion. We did not observe any distinct differences between CamR and RNA polymerase in the same one-dimensional diffusion assay except for the asymmetry found for CamR. Their diffusion distances were likely to be comparable, although we did not quantify the distances. Therefore, the largest difference between them is the strong block of the diffusion from camO to its adjacent sites. This might suggest that the conformation of the CamR–camO complex has been changed before dissociation.
The macroscopic counterpart of the asymmetry is the difference in the DNA-length dependence of the overall association rate constant and overall dissociation rate constant, as shown in Table 2. The existence of “one-dimensional diffusion” prior to “trapped” with no exception was consistent with the observed increase of two orders of magnitude of the association rate constant on increasing the DNA length from 32 bp to 410 bp. In contrast, the rare cases of “one-dimensional diffusion” following “trapped” were macroscopically reflected by the maintenance of the dissociation rate constant within two-fold for the same increase in the length. As a result of these different effects on the rate constants, their ratio, the affinity of CamR for camO, should experience an antenna effect of two orders of magnitude. In fact, a 110-fold antenna effect was observed in the direct and more accurate measurement, as shown in Table 2. Therefore, CamR with a single DNA binding site shows the antenna effect because of the biased use of one-dimensional diffusion in association and dissociation.
DNA lengtha (bp) | Antenna effects | Rate constants | ||
---|---|---|---|---|
K d observedb (nM) | Relative affinities | Association rate constant (104 M−1 s−1) | Dissociation rate constant (s−1) | |
a DNA harbors the 26 bp camO segment at the stem of the hairpin or at the centers of the fragments. b K d calculated from the competition with 32 bp camO DNA. c K d of hairpin DNA determined by fluorescence titration.16 | ||||
32 | 570 ± 60c | (1) | 9.5 ± 6 | 0.054 ± 0.008 |
136 | 80 ± 10 | 7.1 | 40 ± 30 | 0.032 ± 0.006 |
410 | 5.0 ± 0.6 | 110 | 710 ± 300 | 0.036 ± 0.004 |
Since the antenna effect is named regardless of its mechanism, it is also caused by a conventional mechanism wherein a protein molecule has two DNA binding sites to form a complex with a DNA loop.17–21 Since this looping costs energy because of the rigidity of double-stranded DNA, the longer the DNA, the larger the affinity. Thus, the looping mechanism is not possible for DNA much shorter than the persistence length as well as DNA long enough to be flexible. In fact, this mechanism has been denied for TrpR by an experiment using a biotin–avidin connection.7 For these reasons, the antenna effect of EcoRI DNA methyltransferase seems to be caused by a chemical ratchet.22
Because of the structural similarity and large antenna effects, it is not unnatural to speculate that CamR–camO binding and TrpR–trpO binding share a common molecular mechanism. We showed positive evidence for the former being a chemical ratchet as the behavior of molecules is indifferent to detailed balance, which is an essential property of the latter (ESI Table S1†). As long as the binding is a chemical ratchet, there should be a degree(s) of freedom whose timescale is close to that of the binding reaction, but this has not been identified in any experiments. To establish the reality of the chemical ratchet, we must present a consistent example on the assumption that the freedom(s) is the conformational change of the CamR–camO complex (Fig. 4).
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Fig. 4 A possible model for the chemical ratchet of CamR–camO binding. (A) The minimal mechanism of CamR–camO binding, which is essentially the same as the binding of TrpR–trpO.8 According to the conformational change of the CamR–camO complex, the two sets of rate equations shown in the upper and lower lines alternately switch to the other (open arrows) with the possibilities per unit time being pUL and pLU, respectively. If complexB has too short a lifetime for kL to be defined, the pUL and kL steps are essentially considered to be an alternative dissociation with a rate constant of pULkL/(pLU + kL). The steps attenuated in a chemical ratchet are shown with dimmed arrows. (B) Symbolic illustration of a bacterial repressor and its operator. (C) Symbolic illustration of complexA. The distribution of the area for effective collision for the kU process is shown in blue gradation, and that for pUL is shown in red gradation. (D) Symbolic illustration of complexB. The distribution of the area for effective collision for the kL process is shown in red gradation. |
In a microscopic view, the complex is either in the conformation of the stable complexA or unstable complexB. The binding reactions are described with their specific rate equations; the upper one for complexA and the lower for complexB. These two rate equations are switched in time.7,11 It should be noted that complexB could have a lifetime too short for its fate to be describable with a rate constant kL. In that case, what is switched is the dissociation rate constant between the values of kU and the one corresponding to pULkL/(pLU + kL). In a dominant chemical ratchet like CamR–camO binding, the major pathways are different in association and dissociation, as observed in the experiment. Thus, pULkL/(pLU + kL) should be larger than kU, regardless of the lifetime of complexB.
The dissociation processes denoted by the rate constants kU and kL, and the conformational change denoted by those of pUL and pLU, can be considered to be caused by collisions with the solvent molecules. Since the movements of small solvent molecules are thermally equilibrated in the timescale of these relevant processes of the complexes, the kinetic constant is the conversion efficiency per unit time from the collisions in the process that are summed over all the possible energies and orientations of the collisions. As described in ESI section 3,† the efficiency is described as a product of two terms. One is the potential difference between the transition and the ground states of the process, exp(−Δpotential), if Δpotential is standardized with kBT. The other is the geometric factor determined by the structure of the reactant, complexA or complexB. Note that the potentials are purely determined by the microscopic structure of the macromolecule, and are different from the macroscopic thermodynamic free energy containing entropy.
What is dominant in the geometric factor is the degree of exposure of the reactant molecule to the collisions of solvent molecules. In panels B–D in Fig. 4, we schematically illustrate complexA and complexB as well as CamR and a part of camO DNA. The bipartite interaction domain is drawn as two pairs of a square bar and a ditch, each pair of which is supposed to generate a stabilization energy of m (Fig. 4B). The process of complexA is either its dissociation (kU) or its conformational change to complexB (pUL). For the collisions to break both pairs of interaction domains at once to drive kU, they have to be attacked simultaneously. Otherwise, a break preceding the other tends to lose the energy via a distortion of the soft protein body as dissipation into heat, driving pUL instead of kU (Fig. 4C). Therefore, the collisions driving kU must hit the narrow area of equal distance from the pair, namely near the symmetric plane of the interaction domains (the blue gradation in Fig. 4C). Furthermore, the exposure against solvent for complexB is larger than that for complexA (Fig. 4C and D). Thus, the stepwise dissociation via complexB may have a larger geometric factor than the single-step one. The potential factors of the one-step dissociation and those of the two-step dissociation are almost equal (see ESI section 3† for details). Therefore, one-step dissociation can be slower than the two-step one via complexB, making the dissociation without one-dimensional diffusion the major dissociation pathway.
For the kinetic control of a reaction, a regulatory mechanism must have a timescale similar to that of the relevant reaction, i.e. timescale matching; otherwise, the regulation is not realized.11 If so, one-dimensional diffusion of the protein cannot regulate gene expression because the binding has a typical timescale of seconds or less and that of gene expression is typically minutes to hours. However, the chemical ratchet converts the acceleration of the binding reaction into an enhancement of the time-independent affinity and realizes the control of gene regulation. Recently, fine tuning of the affinity for an operator has been suggested for homopolymeric and repetitive nucleotide sequences flanking the operator.23–26 This is possibly explained as an antenna effect caused by one-dimensional diffusion, as such redundant sequences can induce diffusion over a short distance.27 This avoidance of timescale matching is a biological significance of the chemical ratchet.
In the study of TrpR–trpO binding,8 a binding site of LexA was introduced at a distal position where direct physical contact between LexA and TrpR was not possible. Notably, the binding of cellular LexA to the artificial site suppressed the repression by TrpR in vivo, and this was overcome by the over-production of TrpR, suggesting that LexA binding reduces the affinity of TrpR for trpO by blocking the one-dimensional diffusion of TrpR. In other words, a new artificial cross-talk between LexA and TrpR was created by inserting a LexA binding site within the diffusion distance of TrpR from trpO. Thus, new cross-talks between two different regulator proteins can be predicted by examining the distance between their operators. This is the second and possibly more important biological significance of the chemical ratchet.
Fluorescently labeled CamR or DNA was injected with a hand-made pump into an observation chamber, which was supported on a plate thermostated at 25 °C (Fig. 1A). The injection and design of the chambers were such that the bulk flow and the fixed DNA intersected at about 45°, although this angle was sometimes changed due to various technical reasons. Since too slow a flow makes movements along the DNA indistinguishable from the Brownian motion of free protein molecules, the flow was adjusted to give a residence time between 0.5 s and 5 s in the belts.
Observations were made with a microscope (RFLBHS Olympus, Tokyo) equipped with a camera (C2400-08, Hamamatsu, Toyohashi), an observation chamber, a thermostated plate (KM-1, Kitazato, Shizuoka), a 40× objective lens (UPlanAPO, Olympus, Tokyo), a mercury arc lamp (USH103D, Ushio, Tokyo), a neutral density filter of 25% transparency, and an upright housing (BX51, Olympus, Tokyo).4
To confirm the absence of artifacts specific to mobility-shift assays, we carried out all conceivable control experiments: application of different voltages in the electrophoresis, identification of the one-to-one complex, mutual verification by measuring the radioactivity of each of the complex and free DNA bands, with a correction for the possible contributions of dissociation of the complex during electrophoresis.4
The dissociation rate constants of CamR from the three DNA fragments were measured by challenging the preformed CamR–camO complex with an excess amount of unlabeled competitor DNA (1444 bp plasmid DNA harboring camO). This method allows reliable measurement of rate constants smaller than 0.1 s−1, and the values lay between 0.03 and 0.05 s−1 for these DNA fragments.
The association rate constants were measured by the addition of CamR to target DNA and a second addition of excess competitor DNA at various time points after mixing. The decrease in free target DNA was measured to calculate the complexed DNA at various time durations between two additions, as shown in Fig. 3A. This assay showed the poorest accuracy due to the two successive mixing steps, but was accurate enough to determine the first digit of the association rate constant.
Footnotes |
† Electronic supplementary information (ESI) available: 1. definition of chemical ratchet, 2. Additional specific sites, 3. energetic and geometric terms composing a rate constant. See DOI: https://doi.org/10.1039/d2nr03454a |
‡ Present address: Headquarters for Innovative Society-Academia Cooperation, University of Fukui, 3-9-1 Bunkyo, Fukui, 910-8507, Japan. |
§ Present address: Sankyu Drug Co., Ltd, 3-1-13 Kurogawa-Nishi, Moji-ku, Kitakyushu, 801-0825, Japan. |
This journal is © The Royal Society of Chemistry 2022 |