Abstract
Critical contacts made between the RNA polymerase (RNAP) holoenzyme and promoter DNA modulate not only the strength of promoter binding, but also the frequency and timing of promoter escape during transcription. Here, we describe a single-molecule optical-trapping assay to study transcription initiation in real time, and use it to map contacts formed between σ70 RNAP holoenzyme from E. coli and the T7A1 promoter, as well as to observe the remodeling of those contacts during the transition to the elongation phase. The strong binding contacts identified in certain well-known promoter regions, such as the −35 and −10 elements, do not necessarily coincide with the most highly conserved portions of these sequences. Strong contacts formed within the spacer region (−10 to −35) and with the −10 element are essential for initiation and promoter escape, respectively, and the holoenzyme releases contacts with promoter elements in a non-sequential fashion during escape.
Contacts between RNA polymerase and promoter DNA modulate the strength of binding and the frequency of promoter escape during transcription. Here, the authors describe a single molecule optical-trapping assay to study transcription initiation and observe the dynamic remodeling of enzyme contacts in real time.
Introduction
The initiation of transcription is one of the most extensively regulated steps in gene expression1, 2. In bacteria, the complex responsible for this critical step is the RNA polymerase holoenzyme, comprised of the RNA polymerase (RNAP) core enzyme in combination with a single copy of a specificity factor, sigma (σ). The RNAP holoenzyme is able to search for, and bind, promoter DNA, thereafter forming an RNAP-promoter closed complex (RPc). The bound holoenzyme then unwinds ~ 12–14 base pairs (bp) of double-stranded DNA (dsDNA)1 to form the RNAP-promoter open complex (RPo). The open complex undergoes a process of abortive initiation, involving repeated episodes of DNA “scrunching,” during which the RNAP remains more-or-less stationary on the promoter, as it repeatedly unwinds and pulls in a segment of downstream DNA, while synthesizing a series of short RNA oligomers, 3–11 nt in length3–5. The RNAP enzyme eventually escapes the promoter region, transitioning to its elongation phase, which is characterized by the formation of an elongation complex (EC) and the processive production of a longer, nascent RNA.
The promoter region contains a number of consensus sequence elements specifically recognized by RNAP. Two well-studied hexameric sequences, the −10 and −35 elements6, as well as a third consensus sequence, called the extended −10 element7, are known to make direct contacts with regions 2, 4, and 3 of σ factor, respectively8. The UP element, a sequence located upstream of the −35 element and rich in A/T, is known to stimulate transcription by binding the C-terminal domain of the α subunit of RNAP (the α-CTD)9–11. Contacts mediated between promoter elements and the RNAP holoenzyme modulate the frequency of transcription initiation, and thereby regulate gene expression12.
Previous structural, biochemical, and biophysical studies13–17 have provided snapshots of holoenzyme-promoter contacts, and a variety of single-molecule approaches have proved useful in dissecting additional mechanistic and kinetic details of initiation in prokaryotes3, 4, 18–20 and eukaryotes21, but key questions remain. In particular, how does RNAP remodel its contacts with the promoter DNA during the initiation phase, ultimately leading to the formation of the EC?
Here, we describe a single-molecule optical-trapping assay22 that can probe the double-stranded DNA (dsDNA)-stabilizing contacts formed by the initiation complex, as well monitor the progress of transcription initiation in real time. Using the assay, we identified strong binding contacts between the E. coli σ 70 RNAP holoenzyme and promoter DNA sequences in both the closed (RPc) and open (RPo) complex states. We find that a strong contact within the so-called “spacer region” of the promoter, situated between the well characterized –10 and –35 elements, is essential to the initiation process, and that the RNAP holoenzyme releases its contacts with various promoter elements in a non-sequential order during promoter escape.
Results
Structural determinants of the initiation process
To study initiation, we developed a hairpin unzipping assay that is conceptually similar to assays previously used to interrogate protein-nucleic-acid contacts by single-molecule force spectroscopy23–25. The assay consists of two polystyrene beads, each held in a separate optical trap26, and attached to dsDNA handles flanking a single DNA hairpin that carries a promoter with a transcription initiation site (Fig. 1a). This site consists of a promoter sequence extending from positions −56 to +20 (relative to the transcription start site, TSS, defined as position +1), derived from the wild-type T7A1 promoter. In our first experiments, the promoter was orientated such that the direction of transcriptional motion was towards the hairpin loop, referred to as “co-directional” pulling (Fig. 1a, green arrow). The optical-trapping apparatus allowed us to apply controlled loads to the base of the hairpin, via the handles, which could be used to unzip it mechanically. All experiments were carried out at 26 ± 1 °C.
When loads were applied to the promoter hairpin in the absence of the RNAP holoenzyme, two “rips”—that is, abrupt increases in the tether extension—were observed in the resulting force-extension curves (FECs), each corresponding to a partial unzipping of the duplex stem structure (Fig. 1b). The distinct rips indicate the existence of three states (folded, intermediate, and unfolded)27, 28 during unzipping of this long (76 bp) hairpin.
When RNAP holoenzyme was introduced into the assay, the FECs instead displayed multiple rips at high loads, in excess of 15 pN (Fig. 1c, blue). These events correspond to the release of contacts associated with the holoenzyme binding to specific hairpin sequences. During the elapsed interval between successive pulls in these experiments (~ 30 s), the holoenzyme has sufficient time to bind the T7A1 promoter in its closed state, RPc, and transition to the open complex, RPo, based on the lifetime measured for RPc, which is under 20 s17, 29, 30. The formation of the open complex under our experimental conditions was confirmed in a separate experiment using digestion by potassium permanganate31 (Supplementary Fig. 1). The observed rips therefore occur at positions where contacts are broken from the RPo and RPc states during hairpin unzipping. By fitting the FECs with a double worm-like-chain (WLC) model (Fig. 1c, black curves)27, we determined the opening distances associated with individual rips, which were subsequently mapped to specific nucleotide positions within the promoter sequence, relative to the TSS (+1), thereby generating a high-resolution DNA contact map from the trailing edge to the leading edge of the RNAP holoenzyme.
To investigate further the holoenzyme-promoter contacts, we created a second hairpin construct, based on the identical stem sequence, but with the orientation of the promoter reversed, to create a “counter-directional” pulling geometry. With this construct, the contacts are released in the reverse order, from the leading edge towards the trailing edge of RNAP. Both the co-directional and counter-directional assays are illustrated in Fig. 2a, b, and the positions of the associated rips are compared in Fig. 2c–g. The positions of rips obtained in the absence of holoenzyme are included for reference (Fig. 2c–g, pink).
With holoenzyme present, but in the absence of added nucleoside triphosphates (NTPs), the co-directional pulling assays revealed contacts located at positions −42 ± 1, −24 ± 1, −2 ± 1, and +8 ± 1 (mean ± S.E.M.; N = 284 rips from 18 molecules; Fig. 2c). Counter-directional pulling assays performed under otherwise identical conditions identified the contacts observed previously (at −20 ± 3, +5 ± 1), plus an additional contact at −8 ± 1 (mean ± S.E.M., N = 162 rips from 15 molecules; Fig. 2d). Similar co-directional pulling experiments were carried out to explore contacts formed by RPc, by using a strand-opening-deficient mutant RNAP holoenzyme that is unable to form a transcription bubble, and thus gets trapped in the RPc state30. Unzipping results for RPc showed contacts near positions −42 (−44 ± 1) and −2 (−3 ± 1) (N = 123 rips from 13 molecules; Fig. 2e), but wild-type contacts at −24 to −20, and +5 to +8 were absent (Fig. 2c). Taken all together, the experimental results indicate that stabilizing contacts in the closed form are located near positions −42 and −2, and upon transition to RPo, additional contacts are formed in −24 to −20 and +5 to +8.
The contact near the trailing edge of RNAP, at position −42, suggests a tight interaction between RNAP and the UP element in both RPo and RPc (Fig. 2c, e). Following up on this possibility, we did not observe binding of the holoenzyme to a shorter, 61-bp hairpin construct that excluded 15 bp (−56 to −42) from the upstream promoter sequence, which forms a part of the UP element. Deleting this portion of the UP element abolished binding, consistent with previous studies which reported that this sequence greatly stimulates transcription9, 11. Similarly, the strong interactions formed at the RNAP leading edge (+5 to +8) in RPo lend support to a previous suggestion that these contacts allow for the proper closure of the RNAP clamp, in order to position the enzyme for subsequent catalysis32. Moreover, our data are consistent with a previous study showing that the RNAP clamp closes upon the transition from RPc to RPo 19, resulting in tighter binding to DNA elements downstream of the TSS in RPo. Similarly, the contact we observed near position −2 is consistent with crystallographic evidence showing that the RNAP holoenzyme-promoter makes contacts from positions −4 to −2, which constitute the core-recognition element (CRE)16. The contacts from −12 to +2 are also supported by previous permanganate-footprinting experiments of RNAP on T7A129.
In contrast to the three regions described above, which have previously been implicated using either biochemical or structural approaches, the contacts we detected from −24 to −20 have not been well studied, nor has any associated consensus sequence been identified. This promoter sequence covers the spacer region between the −10 and −35 elements. Yuzenkova et al.33 proposed that this spacer region forms sequence-specific contacts with the RNAP β′ subunit, and hypothesized the existence of a novel class of promoters that may rely upon this interaction. A recent study34 performing cross-linking experiments found some evidence for contacts between the β′ subunit and the −21 and −20 positions on the template strand in RPo, as did biochemical experiments carried out on the T7A1 promoter (−23 to −21 protected)17.
To confirm the existence of contacts in this region, we explored contacts formed in the presence of the first two initiating nucleotides (ATP, UTP), which are thought to stabilize the open complex. In both pulling geometries (N = 236 rips from 14 molecules; Fig. 2f; N = 297 rips from 13 molecules; Fig. 2g) we observed contacts at the same locations, within error, as those previously determined for RPo in the absence of nucleotides, but also observed a stabilizing contact located at position −14 ± 1 (Fig. 2f). Determination of the force required to break the first contact during unzipping (Supplementary Fig. 2a–c) revealed that a higher force was necessary to break promoter contacts in the presence of ATP and UTP (>25 pN) in the counter-directional assay (Supplementary Fig. 2b, c). Our results therefore confirm that the first two initiating nucleotides serve to stabilize RPo additionally while preserving previous contacts.
When we examined the forces at which the contacts dissociated, we did not find statistically significant differences in the forces for co-directional pulling experiments across different conditions (Supplementary Fig. 3a). The force required to break the first contact during unzipping was the same, within error, among conditions with ATP plus UTP and with no NTPs (Supplementary Fig. 2a). For counter-directional pulling, we observed only a small increase in the dissociation force when both nucleotides were present, relative to no NTPs (30 ± 2 pN vs. 26 ± 2 pN, respectively; mean ± S.E.M., Supplementary Fig. 3b).
In the presence of all four NTPs, RNAP can escape the promoter and enter the productive elongation phase. When we added NTPs to the co-directional pulling assay (saturating conditions; 1 mM), we no longer observed discontinuous rips in the FECs (Supplementary Fig. 2d). To confirm that the loss of these rips reflected successful transcription initiation, we performed an identical experiment in the presence of rifampicin. Rifampicin inhibits RNAP during the initiation phase after it has incorporated the first 2–3 nt35, but it exerts no significant effect on holoenzyme binding. In the presence of rifampicin, we recovered the same rips that had previously been associated with promoter contacts (Supplementary Fig. 2e), confirming the assignment. We interpret the loss of features in the FECs upon the addition of NTPs as resulting from RNAP undergoing successful promoter escape, and thereafter stalling upon reaching the end of the promoter DNA. The polymerase enzyme remains bound to the template strand after unzipping, thereby preventing any subsequent reannealing of the two strands to reform the hairpin, even after the applied force is lowered. This interpretation is supported by a recent study that examined RNAP paused during elongation while bound to dsDNA, which reported that the enzyme remained bound to the template strand even after the separation of the DNA strands by an external force36.
Real-time observation of transcription initiation
Having used force spectroscopy to identify contacts formed in the binding phase, we next turned our attention to how these contacts get remodeled during the initiation phase. Owing to the dynamic nature of the initiation process, we needed to start data collection before the holoenzyme bound to the promoter, and to monitor transcriptional progress thereafter. The assay we developed is summarized in Fig. 3a, b, with a detailed explanation found in the Methods section. Briefly, a force clamp26 was used to maintain constant load on the DNA dumbbell tether throughout data collection. The external force was set to 11–12 pN, a force that is 1–2 pN below the hairpin opening force, permitting a double-stranded promoter region. Subsequent holoenzyme binding and any remodeling of contacts with the promoter DNA lead to unzipping of the dsDNA region, upstream from the RNAP. The conversion from dsDNA to ssDNA leads to nanoscale changes in tether extension, which can be converted directly into position along the hairpin relative to the TSS. We are thereby able to track RNAP binding and subsequent initiation in real time by monitoring the advance of the trailing edge of RNAP along the promoter hairpin.
We first performed real-time studies in the absence of NTPs (Fig. 3c). After RNAP bound, the DNA hairpin was found in one of three partially open states, located at positions −47 ± 3, −37 ± 5, and −22 ± 3 (mean ± S.D., N = 5 records). Absent a source of chemical energy (NTPs), the holoenzyme is expected to remain stationary in either a closed or open state. The three states observed therefore result not from the translocation of RNAP, but from the remodeling of contacts following binding. The observed states are consistent, within experimental error, with the contacts at positions −42, and at −24 to −20, that were assigned in our earlier unzipping experiments (Fig. 2). Additionally, the −37 ± 2 state is consistent with RNAP making contact with the −35 promoter element2, 14. The fact that contacts upstream of −23 were released reversibly from the open state suggests that these contacts may not be essential for subsequent initiation steps. This notion gains support from a real-time record where an individual holoenzyme lost contacts upstream of the −20 position, yet still underwent promoter escape and a successful transition to the elongation phase when NTPs were subsequently added (Supplementary Fig. 4a). However, we never observed release of the −23 contact prior to NTP addition and subsequent promoter escape, which suggests that this contact, situated within the spacer region, may be required for subsequent initiation events.
Finally, we performed real-time studies under saturating NTP conditions (1 mM) to examine the initiation process with two different constructs, containing a promoter region followed by template DNA downstream from the TSS, consisting of either 20 bp (construct “20DT”) or 40 bp (construct “40DT”) (Fig. 4a). On these substrates, we expect the RNAP holoenzyme to bind, remodel its dsDNA-stabilizing contacts, and then, following promoter escape, translocate for a distance less than, or equal to, the remaining length of the template (20 or 40 bp). End-to-end distance changes in the assay are therefore generated by two distinct mechanisms: (1) remodeling of RNAP-promoter contacts (green region, Fig. 4a) and (2) translocation of RNAP during transcription (red region, Fig. 4a). In addition to the states that we previously observed in the absence of NTPs (positions −43 ± 3, −32 ± 3, and −25 ± 3; mean ± S.D.; Fig. 4a, gray bars), we observed a state at position −8 ± 2 that was consistent with our previous unzipping data (Fig. 2c–f), indicative of a contact being formed near the −10 element. To confirm these states, we produced probability-density plots of individual records as functions of position (Supplementary Fig. 4b, N = 16), and aggregated these to generate a global mean-density plot (Fig. 4b). This plot indicates high probabilities of occupancy at positions that are identical, within error, as those identified above, providing additional confidence in the assignments.
We propose that RNAP escapes the promoter promptly upon the release of contacts near position −8 (Fig. 4a). Consistent with this proposal is the observation that the pause-free velocity of RNAP at the start of elongation is 23 ± 5 nt s−1 (mean ± S.D., N = 8), comparable to the full, pause-free velocity of ~ 18 nt s−1 under similar loads and conditions determined previously37. During promoter escape, the motion would therefore consist of contact release, followed by hairpin unzipping to position + 8 ± 4 (mean ± S.D., N = 4) on 20DT, or to position + 26 ± 2 (mean ± S.D., N = 7) on 40DT, positioning the RNAP trailing edge located at ~ + 8 or ~ + 26, respectively, after stalling at the hairpin loop. The net distance of translocation along the promoter DNA would therefore be 16 ± 5 bp (8 + 8 bp) or 34 ± 3 bp (26 + 8 bp): equal, within experimental error, to the lengths of the downstream DNA sequences (20 and 40 bp, respectively), and consistent with observations. This proposal was further supported by a real-time record where RNAP was first advanced by 29 bp on the 40DT template by supplying three of the four NTPs (Supplementary Fig. 4a; see Methods section). In this case, we observed translocation of 30 ± 3 bp after the release of contacts at position −8. Transcription continued after the addition of all four NTPs, after which RNAP advanced an additional 9 ± 3 bp. Our results across different records, summarized in Fig. 4a–c, highlight the dynamic remodeling of contacts that occurs after RNAP binds its promoter.
Discussion
In this work, we developed an optical-trapping assay to study RNAP initiation at the single-molecule level. We found that RNAP makes stabilizing contacts with specific elements of the T7A1 promoter, which are subsequently remodeled during the transition to elongation phase. Several of these contacts are well-established and have previously been studied by traditional biochemical or genetic approaches; others have not. The present assay offers a versatile approach that can be straightforwardly adapted to examine contacts with different promoter sequences, as well the effects of different σ-factors in modulating those contacts. We anticipate that the assay may be extended to the study of other processive nucleic-acid motors and binding proteins, including those involved in the complex machinery that drives eukaryotic transcription. As a proof of principle, we assembled yeast RNAP II (pol II) in a 32-component, preinitiation complex (PIC) on a hairpin carrying the native promoter, His4 38, and identified contacts between the PIC and promoter DNA, based upon the series of rips observed at high forces (>25 pN) (Supplementary Fig. 5). The mean force at which the full PIC dissociated (27 ± 1 pN, mean ± S.E.M.) was significantly higher than in the presence of TATA-binding protein alone (17 ± 1 pN).
In the case of the bacterial RNAP holoenzyme-DNA complex, we consistently observed contacts for RPo at positions −42, −24 to −20, −8, −2, and +5 to +8 (Fig. 2) in the absence of NTPs. The majority of RNAP enzymes are likely to be in the open-complex form, having bound DNA and transitioned from RPc to RPo on the timescale of our pulling experiments, consistent with a previous report17. Based on the fraction of wild-type RNAP molecules that displayed contacts not otherwise observed in the strand-opening deficient mutant we estimate that at least 46 ± 4% (N = 155) were in RPo, as a lower bound (Fig. 2c, g).
Of the contacts scored, only those at positions −42 and −2 were observed in RPc. The addition of the first two initiating nucleotides (ATP, UTP) induced remodeling changes that generated contacts at −14 (Fig. 2g). Real-time data obtained in the presence of NTPs lent further support for these assignments, while revealing an additional contact in the region of −32 to −35. These assignments are consistent with previous structural studies14, 16, 34, hydroxyl-radical footprinting experiments of RPo 17, 39, 40, and a recent study that reported a structure for Thermus aquaticus (Taq) RNAP with a full transcription bubble41.
The contacts scored in FECs, and the corresponding states observed in real-time records, are summarized in Fig. 4c. The contact at −42 must be essential for initiation, because removing it completely abolished binding in a truncated promoter. The real-time records also reveal a state at −49 ± 2, which was observed both in the absence (Fig. 3b) and presence of NTPs (Fig. 4a, b; Supplementary Fig. 4b). Because we only observed this contact when RNAP was present, we conclude this is the upstream-most contact on our T7A1 promoter template. It may serve to anchor RNAP to the UP element of the promoter via α-CTD elements. This assignment is consistent with the findings of Sclavi et al.17, who observed this contact in the absence of NTPs using permanganate-footprinting assays.
Likewise, the contacts within the spacer region of −24 to −20 appear to be indispensable for initiation. The contact at position −8 ± 2 is the final contact upstream of the transcription bubble that gets released upon promoter escape. The average transition time from RNAP binding to promoter escape was 27 ± 15 s (mean ± S.D., N = 12, 26 ± 1 °C). This duration is consistent with recent biochemical studies that estimated the transition time to be between 12–30 s (the transition from RPc to RPo takes ~ 2–20 s17, and that from RPo to promoter escape take <10 s29).
Intriguingly, whereas the contacts upstream of position −24, which include the UP and −35 elements, are essential for initial RNAP binding, they do not seem to be required for the subsequent of initiation. In real-time records, RNAP released the contacts from −43 and −32 prior to promoter escape (Fig. 4d). On its face, this observation appears to be inconsistent with one previous single-molecule study that concluded that the trailing edge of the RNAP does not move relative to DNA prior to promoter escape4. It seems possible that upstream contacts may be significantly weakened, but perhaps not lost altogether, during early initiation, and therefore continue to anchor the RNAP position weakly.
In real-time records, the states identified correspond to specific sets of contacts made by RNAP and the promoter at the corresponding positions. Taken all together, the records of binding and promoter escape imply a non-sequential ordering of events during the initiation process (Fig. 4a, d). Not every state identified overall was found in each individual record (Fig. 4a, gray bars), and the likely explanation for such “missing” states is that contact remodeling can occur out of order, with downstream contacts occasionally being released prior to upstream ones. Because the real-time assay monitors the position of the trailing edge of RNAP, tether extension changes are scored only when most upstream of a given set of contacts gets released: any prior release of downstream contacts therefore leads to a missing state.
Finally, we observe that the contacts identified here near the canonical promoter regions, such as the −35 and −10 elements, do not perfectly co-locate with the most highly conserved portions of these sequences. An emerging view is that that a fully consensus promoter sequence might, in fact, be undesirable12, because an over-abundance of RNAP-promoter contacts would serve to inhibit transcriptional activity by binding too tightly, thereby impeding the transition from RPo to promoter clearance42, 43. Presumably, the most efficient promoters evolved to satisfy conflicting constraints, forming sufficiently numerous contacts to ensure proper promoter recognition, but not so many as to inhibit subsequent promoter escape.
Methods
Dumbbell preparation
For the single-molecule experiments, we developed a “dumbbell” assay, with each dumbbell comprised of a DNA hairpin carrying the T7A1 promoter connected to two dsDNA handles attached to two polystyrene beads27, 28, 44. The base of the hairpin stem ended with an abasic site on each strand (to minimize any possible steric hindrance), and carried a 25-nt, single-stranded overhang on each strand. The sequences of the overhangs were different, and served to anneal the hairpin to the corresponding, complementary single-stranded overhang of each DNA handle (Fig. 1). The DNA handles carried this overhang on one end, and a chemical modification on the opposite end, used to binding a bead, via either an antidigoxigenin-digoxigenin or a biotin-avidin linkage. One handle was 2.7 kbp, with a 25 nt 3′-overhang on one end and a 5′-digoxigenin tag on the opposite end: this was prepared by PCR, templated from a PRL732 plasmid24 using a 5′-digoxigenin modified primer, and a primer (sequences provide below) containing an abasic site followed by 25 nt non-complementary sequence that creates a 3′-overhang in the handle during PCR. The second handle was 1 kbp, with a 31 nt 5′-overhang on one end and a 3′-biotin label on the opposite end: this was prepared by PCR templated from a pALB3 plasmid44. Sequences of both handles were checked using online database tools (PromoterHunter45) to ensure they did not contain cryptic promoter sequences that might interfere with the experiment. To assemble the dumbbell, the hairpin was annealed to the handles in transcription buffer [130 mM Hepes (pH 8.0), 50 mM KCl, 5 mM MgCl2, 0.1 mM ethylenediaminetetraacetic acid (EDTA), and 0.1 mM DTT; 26 ± 1 °C] for 45 min, with the hairpin (20 nM) mixed with ~ 4-fold excess of each handle. The annealing mixture was incubated with both anti-digoxigenin-coated 0.9 µm diameter beads and avidin-coated 0.6 µm diameter beads, forming the dumbbell. The resulting dumbbells were diluted 20-fold in transcription buffer and introduced into a flow chamber of ~ 5 μl internal volume. At this stage, the transcription buffer was supplemented by an oxygen-scavenging system [8.3 mg mL−1 glucose (Sigma), 46 U mL−1 glucose oxidase (Calbiochem), and 94 U mL−1 catalase (Sigma)], which is a well-established procedure to protect biomolecules from photo-damage24. Catalase and glucose oxidase were purified by FPLC (fast protein liquid chromatography; GE Healthcare) using a Superdex 200 10/300 GL column, and verified to be free of RNase (Ambion RNase Alert).
Data collection
Our instrument leverages two optical traps formed by dual laser beams that were calibrated using well-established protocols26. Uncertainties in force arising from systematic (calibration) errors and to normal variations in bead diameter were estimated to be roughly 15%. To collect pulling data, dumbbell complexes were introduced into a flow chamber (~ 5 μl) together with excess RNAP holoenzyme (105 nM, Epicenter), and in either the presence or absence of nucleotides. The conditions tested were: no NTPs; 1 mM ATP and 1 mM UTP; 1 mM all NTPs (ATP, CTP, GTP, UTP) (Roche); and 1 mM all NTPs with 1 μM Rifampicin (Sigma). Positional data were acquired at a 2 kHz sampling frequency using a suite of custom software (LabVIEW), then filtered at 1 kHz using an 8-pole low-pass Bessel filter, and analyzed offline in Igor Pro (WaveMetrics). Tether extensions and any additional sources of error were determined using established procedures24.
To collect real-time initiation data, dumbbell complexes were introduced into the flow chamber in the absence of RNAP holoenzyme. Single dumbbell tethers were trapped and identified, as described24. A constant, high load (~ 20 pN) was applied to the tether and data collection was initiated. Under this load, the hairpin is fully unfolded, and the holoenzyme is unable to bind the promoter. Then, ~ 7 µl of buffer containing 105 nM holoenzyme plus 1 mM NTPs was flushed into the flow chamber. After ~ 30 s, the force was lowered to 11–12 pN, a value that is 1–2 pN below the F 1/2 value of the hairpin, where it has a 50% probability of being closed26, 27. At this lower load, the double-stranded hairpin reforms, making the promoter DNA available to the RNAP holoenzyme for transcription initiation. Real-time transcription produced a gradual hairpin unzipping that was recorded as an increase in the tether extension, as follows. Upon holoenzyme binding, the region of the DNA upstream of (and unprotected by) the trailing edge of the polymerase is observed to unfold under force. As the holoenzyme loosens and releases its contacts with the promoter, additional hairpin sequences became unprotected. These sequences promptly unzip under the applied load, providing a real-time readout of the progress of initiation (Supplementary Fig. 4a). Subsequent events that generated changes in the upstream binding contacts led to additional increases in tether extension, including the transitions corresponding to promoter escape and productive elongation.
To “walk” the bound RNAP holoenzyme systematically out to different nucleotide positions on the 40DT template, we supplied different subsets of the four NTPs in the buffer (Supplementary Fig. 4a). We began with RNAP holoenzyme in the absence of any NTPs, under which conditions the RNAP holoenzyme remains stationary on the promoter in its RPo state. This led to an initial unzipping of the hairpin out to position –20 ± 3 (Supplementary Fig. 4a). Next, we flowed in 2 mM adenylyl(3′–5′)uridine (ApU) and 1 mM ATP, CTP, and GTP (but no UTP). ApU gets incorporated as a dinucleotide46. Under this condition, RNAP synthesizes a transcript of length 29 nt. We observed that the hairpin unzipped until position +20 ± 2 (mean ± S.D.), after displaying pauses at positions –33 ± 2, −24 ± 2, and –10 ± 2. This result indicates that RNAP releases its contacts at positions –33, –24, and –10, escapes the promoter, enters productive elongation, and becomes stalled at position + 29 (i.e., with its trailing edge positioned at ~ + 20). We therefore find that the trailing edge of the RNAP was at position –10 ± 2 when it escaped the promoter and translocated along the template for a distance of 30 ± 3 nt: consistent, within experimental error, with the expected length of transcript (29 nt) produced under this condition. Finally, we introduced the full set of all NTPs into the flow cell, allowing RNAP to continue elongation until reaching the end of the template. We found that the trailing edge moved by an additional 9 ± 3 nt (i.e., to position +29 ± 2) (Supplementary Fig. 4a), consistent, within error, with the RNAP elongation through 11 nt (from positions +29 to +40) until its active site reached the hairpin loop.
Force stretching curve analysis
FECs were collected by slewing the movable optical trap with an acousto-optic deflector (IntraAction, Inc.) at a fixed rate (190 nm s−1), while the position of the bead in the stationary trap was recorded24. FECs were collected at a frequency of approximately once every ~ 30 s; sufficient time to allow RNAP holoenzyme rebind to the promoter hairpin between successive pulls.
Unbinding rip sizes were calculated from the difference in contour lengths returned by fits to WLC models, obtained before and after the associated rip24. The pre-rip portion of each FEC was fit to a WLC model using a modified Marko-Siggia relationship. Because the pre-rip segment is composed almost entirely of dsDNA, the elastic modulus set to 1200 pN nm−1. To ensure single-molecule behavior, we rejected from further analysis any dumbbells exhibiting either an incorrect contour length or too short a persistence length (<18 nm). The post-rip portion of each FEC was fit to a double-WLC model, with the parameters of the first WLC set to those obtained from the pre-rip fit. For the post-rip fit, we assumed a persistence length of 1.0 nm for the single-stranded DNA portion27, 28 and an elastic modulus of 1600 pN nm−1. We further assumed dsDNA to form a helix of width 2.0 nm, which was subtracted from the extension of the pre-rip portion when fitting FECs.
Real-time records analysis
Real-time records were truncated to display only those segments acquired under constant (low) loads. Tether extension data were low-pass filtered (end of pass band = 0.1 Hz; start of reject band = 50 Hz, number of coefficients = 500)21, and the extension changes were converted to positions along the hairpin relative to the TSS, using established methods27, 28. In performing this conversion, the extension under low load (when the hairpin is fully folded) was selected as the reference extension, which was then used as the starting point for real-time records. Pausing positions were calculated by Gaussian fits to the paused regions; only pauses lasting longer than 0.5 s were considered for analysis.
For probability-density plot analysis, records collected in the presence of NTPs from both the 20DT and 40DT templates were trimmed to ~ 2 s before, and ~ 2 s after, the observed initiation events. The mean-density plots in Supplementary Fig. 4b were generated by aggregating density plots, either from N = 12 individual records (20DT template) or from N = 16 individual records (20DT and 40DT templates), and normalizing the area under the curves. The maxima obtained from the density plots (Fig. 4b) were cross-validated by leaving out one record each time and re-computing the mean-density plot, to ensure that no average peaks arose from a single outlying record.
Primer sequences
2.7 kbp dsDNA handle PCR primer sequences: primer sequences for the handles were chosen to avoid introducing any cryptic promoter sequences into the DNA handle. A digoxigenin label (“/5DiGN/” in the sequence below) was introduced to the 5′ end of dsDNA handle using the forward primer.
732_handle_dig_fwd sequence:
5′-/5DiGN/GGGTAAAGTGCTGTATAACGCGCGT-3′
732_Pabc_rev sequence:
5′-GGTGTTTCCCCGTGTCCCTCTCGAT/idSp/ACACACACGCCAGTTCCTGAATGTG-3′
1 kbp dsDNA handle PCR primer sequences: a biotin label (“/5BiosG/” in the sequence below) was introduced into the 3′ end of the dsDNA handle through the reverse primer. A phosphorothioate bond (“*”, in the sequence below) was introduced to stop 5′-to-3′ lambda-exonuclease digestion, to create 3′ single-stranded overhang following PCR44.
pALB3_3′handle_fwd sequence:
5′-GGTCACCATCATCCTGACTAGAGTCCTTGGC*G-3′
pALB3_rev sequence:
5′-/5BiosG/GTCGTCTTTGCTCAGGATAC-3′.
Hairpin design
Construction of T7A1_20DT_forward hairpin: the hairpin consists of a T7A1 promoter (36 bp) with a 20 bp upstream sequence, a 20 bp downstream sequence, a downstream tetraloop, and 25 nt single-stranded overhangs separated by an abasic site (labeled “/idSp/” in the sequence below) on either side of the base of the hairpin. The hairpin was constructed by ligating three individual oligonucleotides (IDT). The oligonucleotide sequences are as follows:
T7A1_20DT_forward_oligo1 sequence:
5′-ATCGAGAGGGACACGGGGAAACACC/idSp/AAAATTTATCAAAAAGAGTATTGACTTAAAGTCTAACCTATAGGATACTTACAGCCATCG-3′
T7A1_20DT_forward_oligo2 sequence:
5′-AGAGGGAC ACGGGGAATTTTTTCCC CGTGTC-3′
T7A1_20DT_forward_oligo3 sequence:
5′-CCTCTCGATGGCTGTAAGTATCCTATAGGTTAGACTTTAAGTCAATACTCTTTTTGATAAATTTT/idSp/CATCATCCTGACTAGAGTCCTTGGC-3′.
Construction of T7A1_20DT_reverse hairpin: this hairpin consists of a reversed stem sequence relative to the T7A1_20DT_forward hairpin. In this hairpin, transcription is directed towards the base of hairpin, as opposed to towards the tetraloop. The hairpin was constructed by ligating three individual oligonucleotides (IDT). The oligonucleotide sequences are as follows:
T7A1_20DT_reverse_oligo1 sequence:
5′-ATCGAGAGGGACACGGGGAAACACC/idSp/TTCCCCGTGTCCCTCTCGATGGCTGTAAGTATCCTATAGGTTAGACTTTA-3′
T7A1_20DT_reverse_oligo2 sequence:
5′-AGTCAATACTCTTTTTGATAAATTTTTTTTAAAATTTATCAAAAAGA-3′
T7A1_20DT_reverse_oligo3 sequence:
5′-GTATTGACTTAAAGTCTAACCTATAGGATACTTACAGCCATCGAGAGGGACACGGGGAA/idSp/CATCATCCTGACTAGAGTCCTTGGC-3′.
Construction of T7A1_40DT hairpin: the hairpin was designed identically to the T7A1_20DT_forward hairpin, except that this hairpin carries 40 bp of downstream sequence (instead of 20 bp). The hairpin was constructed by ligating four individual oligonucleotides (IDT). The oligonucleotide sequences are as follows:
T7A1_40DT_oligo1 sequence:
5′-ATCGAGAGGGACACGGGGAAACACC/idSp/AAAATTTATCAAAAAGAGTATTGACTTAAAGTCTAACCTATAGGATACTT-3′
T7A1_40DT_oligo2 sequence:
5′-ACAGCCATCGAGAGGGACACGGGGAAACACCACCATGGTC-3′
T7A1_40DT_oligo3 sequence:
5′-ACCATCTTTTGATGGTGACCATGGTGGTGTTTCCCCGTGTCCCTCTCGATGGCTGTAAGTA-3′
T7A1_40DT_oligo4 sequence:
5′-TCCTATAGGTTAGACTTTAAGTCAATACTCTTTTTGATAAATTTT/idSp/CATCATCCTGACTAGAGTCCTTGGC-3′.
Construction of hairpin for yeast transcription PIC studies: this hairpin consists of the yeast His4 promoter sequence38 from positions −93 to +3. The 32-component PIC comprised of TFIIA, TFIIB, TBP, TFIIE, TFIIH, TFIIF, Sub1, and Pol II. The PIC was purified and assembled from proteins that were either available in recombinant form, or were isolated from yeast21, 38. The hairpin was pulled every 5 min, to allow time for the reassembly of the preinitiation complex between successive pulls.
Potassium permanganate assay
A longer version of T7A1 promoter sequence was used in this assay (250 bp). The sequence of non-template strand sequence is (TSS in bold, −10 element in italics):
5′-CTCACTATAAGGAGAGACAACTTAAAGAGACTTAAAAGATTAATTTAAAATTTATCAAAAAGAGTATTGACTTAAAGTCTAACCTATAGGATACTTACAGCCATCGAGAGGGACACGGGGAAACACCACCATCATCACCATCATCCTGACTAGAGTGCTTGGCGAACCGGTGTTTGACGTCCAGGAATGTCAAATCCGTGGCGTGACCTATTCCGCACCGCTGCGCGTTAAACTGCGTCTGGTGATCTAT-3′.
Two different 32P labeling schemes using were used in this assay: 5′ labeling of the non-template strand (upstream labeling), and 5′ labeling of the template strand (downstream labeling). We used the same transcription buffer as in optical-trapping studies. The experimental procedure was described perviously31. A concentration of 2 mM of KMnO4 was used. The lane compositions (Supplementary Fig. 1) were as follows:
Lane 1: Marker 82 nt
Lane 2: Marker 160 nt
Lane 3: DNA only (labeled upstream end)
Lane 4: DNA + RNAP (labeled upstream end)
Lane 5: DNA only (labeled downstream end)
Lane 6: DNA + RNAP (labeled downstream end).
Strand-opening-deficient E. coli RNAP holoenzyme preparation
Four amino acid residues (FYWW) in the σ 70 were substituted by alanine30. In brief, the σ 70 mutant was prepared under native conditions through Ni-NTA affinity chromatography, followed by purification on an ion exchange Q-sepharose column. Protein activity was verified by sodium dodecyl sulfate polyacrylamide gel electrophoresis. Proteins (~ 22 μM) were frozen at −80 °C in storage buffer [25 mM Tris-Cl, pH 8.0, 0.1 mM EDTA, 250 mM NaCl, 0.1 mM DTT and 50% glycerol] until use.
Data availability
The data that support the findings of this study are available from the corresponding author upon request.
Electronic supplementary material
Acknowledgements
We thank Kenji Murakami and Roger Kornberg for providing yeast transcription PIC components. We thank Dhananjaya Nayak and Robert Landick for supplying the mutant RNAP holoenzyme, and Robert Landick for helpful discussions. We thank Anirban Chakraborty and Bojan Milic for critical reading of the manuscript. This research was supported by NIH grant GM57035 to S.M.B. and by an NSF graduate fellowship to F.M.F.
Author contributions
F.M.F. conceived the study. C.A.M. and F.M.F. designed the experiments, with input from S.M.B.; C.A.M. and F.M.F. performed experiments and analyzed the data. C.A.M., F.M.F. and S.M.B. wrote the manuscript.
Competing interests
The authors declare no competing financial interests.
Footnotes
Cong A. Meng and Furqan M. Fazal contributed equally to this work.
Electronic supplementary material
Supplementary Information accompanies this paper at doi:10.1038/s41467-017-01041-1.
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Saecker RM, Record MT, Jr, deHaseth PL. Mechanism of bacterial transcription initiation: RNA polymerase-promoter binding, isomerization to initiation-competent open complexes, and initiation of RNA synthesis. J. Mol. Biol. 2011;412:754–771. doi: 10.1016/j.jmb.2011.01.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Ruff EF, Record MT, Jr, Artsimovitch I. Initial events in bacterial transcription initiation. Biomolecules. 2015;5:1035–1062. doi: 10.3390/biom5021035. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Revyakin A, Liu C, Ebright RH, Strick TR. Abortive initiation and productive initiation by RNA polymerase involve DNA scrunching. Science. 2006;314:1139–1143. doi: 10.1126/science.1131398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Kapanidis AN, et al. Initial transcription by RNA polymerase proceeds through a DNA-scrunching mechanism. Science. 2006;314:1144–1147. doi: 10.1126/science.1131399. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Goldman SR, Ebright RH, Nickels BE. Direct detection of abortive RNA transcripts in vivo. Science. 2009;324:927–928. doi: 10.1126/science.1169237. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.McClure WR. Mechanism and control of transcription initiation in prokaryotes. Annu. Rev. Biochem. 1985;54:171–204. doi: 10.1146/annurev.bi.54.070185.001131. [DOI] [PubMed] [Google Scholar]
- 7.Keilty S, Rosenberg M. Constitutive function of a positively regulated promoter reveals new sequences essential for activity. J. Biol. Chem. 1987;262:6389–6395. [PubMed] [Google Scholar]
- 8.Hook-Barnard IG, Hinton DM. Transcription initiation by mix and match elements: flexibility for polymerase binding to bacterial promoters. Gene Regul. Syst. Biol. 2007;1:275–293. [PMC free article] [PubMed] [Google Scholar]
- 9.Ross W, et al. A third recognition element in bacterial promoters: DNA binding by the alpha subunit of RNA polymerase. Science. 1993;262:1407–1413. doi: 10.1126/science.8248780. [DOI] [PubMed] [Google Scholar]
- 10.Rao L, et al. Factor independent activation of rrnB P1: an “extended” promoter with an upstream element that dramatically increases promoter strength. J. Mol. Biol. 1994;235:1421–1435. doi: 10.1006/jmbi.1994.1098. [DOI] [PubMed] [Google Scholar]
- 11.Estrem ST, Gaal T, Ross W, Gourse RL. Identification of an UP element consensus sequence for bacterial promoters. Proc. Natl Acad. Sci. USA. 1998;95:9761–9766. doi: 10.1073/pnas.95.17.9761. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Feklístov A, Sharon BD, Darst SA, Gross CA. Bacterial sigma factors: a historical, structural, and genomic perspective. Annu. Rev. Microbiol. 2014;68:357–376. doi: 10.1146/annurev-micro-092412-155737. [DOI] [PubMed] [Google Scholar]
- 13.Feklistov A, Darst SA. Structural basis for promoter −10 element recognition by the bacterial RNA polymerase σ subunit. Cell. 2011;147:1257–1269. doi: 10.1016/j.cell.2011.10.041. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Zuo Y, Steitz TA. Crystal structures of the E. coli transcription initiation complexes with a complete bubble. Mol. Cell. 2015;58:534–540. doi: 10.1016/j.molcel.2015.03.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Zhang Y, et al. GE23077 binds to the RNA polymerase ‘i’ and ‘i+1’ sites and prevents the binding of initiating nucleotides. eLife. 2014;3:e02450. doi: 10.7554/eLife.02450. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Zhang Y, et al. Structural basis of transcription initiation. Science. 2012;338:1076–1080. doi: 10.1126/science.1227786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Sclavi B, et al. Real-time characterization of intermediates in the pathway to open complex formation by escherichia coli RNA polymerase at the T7A1 promoter. Proc. Natl Acad. Sci. USA. 2005;102:4706–4711. doi: 10.1073/pnas.0408218102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Margeat E, et al. Direct observation of abortive initiation and promoter escape within single immobilized transcription complexes. Biophys. J. 2006;90:1419–1431. doi: 10.1529/biophysj.105.069252. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Chakraborty A, et al. Opening and closing of the bacterial RNA polymerase clamp. Science. 2012;337:591–595. doi: 10.1126/science.1218716. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Tang G-Q, Roy R, Bandwar RP, Ha T, Patel SS. Real-time observation of the transition from transcription initiation to elongation of the RNA polymerase. Proc. Natl Acad. Sci. USA. 2009;106:22175–22180. doi: 10.1073/pnas.0906979106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Fazal FM, Meng CA, Murakami K, Kornberg RD, Block SM. Real-time observation of the initiation of RNA polymerase II transcription. Nature. 2015;525:274–277. doi: 10.1038/nature14882. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Fazal FM, Block SM. Optical tweezers study life under tension. Nat. Photon. 2011;5:318–321. doi: 10.1038/nphoton.2011.100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Hall MA, et al. High-resolution dynamic mapping of histone-DNA interactions in a nucleosome. Nat. Struct. Mol. Biol. 2009;16:124–129. doi: 10.1038/nsmb.1526. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Koslover DJ, Fazal FM, Mooney RA, Landick R, Block SM. Binding and translocation of termination factor Rho studied at the single-molecule level. J. Mol. Biol. 2012;423:664–676. doi: 10.1016/j.jmb.2012.07.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Koch D, Rosoff WJ, Jiang J, Geller HM, Urbach JS. Strength in the periphery: Growth cone biomechanics and substrate rigidity response in peripheral and central nervous system neurons. Biophys. J. 2012;102:452–460. doi: 10.1016/j.bpj.2011.12.025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Abbondanzieri EA, Greenleaf WJ, Shaevitz JW, Landick R, Block SM. Direct observation of base-pair stepping by RNA polymerase. Nature. 2005;438:460–465. doi: 10.1038/nature04268. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Woodside MT, et al. Nanomechanical measurements of the sequence-dependent folding landscapes of single nucleic acid hairpins. Proc. Natl Acad. Sci. USA. 2006;103:6190–6195. doi: 10.1073/pnas.0511048103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Woodside MT, et al. Direct measurement of the full, sequence-dependent folding landscape of a nucleic acid. Science. 2006;314:1001–1004. doi: 10.1126/science.1133601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Henderson KL, et al. Mechanism of transcription initiation and promoter escape by E. coli RNA polymerase. Proc. Natl Acad. Sci. USA. 2017;114:E3032–E3040. doi: 10.1073/pnas.1618675114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Cook VM, deHaseth PL. Strand opening-deficient escherichia coli RNA polymerase facilitates investigation of closed complexes with promoter DNA: effects of DNA sequence and temperature. J. Biol. Chem. 2007;282:21319–21326. doi: 10.1074/jbc.M702232200. [DOI] [PubMed] [Google Scholar]
- 31.Tchernaenko V, Halvorson HR, Kashlev M, Lutter LC. DNA bubble formation in transcription initiation. Biochemistry. 2008;47:1871–1884. doi: 10.1021/bi701289g. [DOI] [PubMed] [Google Scholar]
- 32.Mekler V, Minakhin L, Borukhov S, Mustaev A, Severinov K. Coupling of downstream RNA polymerase–promoter interactions with formation of catalytically competent transcription initiation complex. J. Mol. Biol. 2014;426:3973–3984. doi: 10.1016/j.jmb.2014.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Yuzenkova Y, Tadigotla VR, Severinov K, Zenkin N. A new basal promoter element recognized by RNA polymerase core enzyme. EMBO. J. 2011;30:3766–3775. doi: 10.1038/emboj.2011.252. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Winkelman, J. T. Mapping the path of DNA in transcription initiation intermediates. Ph.D. Dissertation (The University of Wisconsin-Madison, 2015).
- 35.Campbell EA, et al. Structural mechanism for Rifampicin inhibition of bacterial RNA polymerase. Cell. 2001;104:901–912. doi: 10.1016/S0092-8674(01)00286-0. [DOI] [PubMed] [Google Scholar]
- 36.Inman JT, et al. DNA Y structure: a versatile, multidimensional single molecule assay. Nano Lett. 2014;14:6475–6480. doi: 10.1021/nl503009d. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Zhou J, Ha KS, La Porta A, Landick R, Block SM. Applied force provides insight into transcriptional pausing and its modulation by transcription factor NusA. Mol. Cell. 2011;44:635–646. doi: 10.1016/j.molcel.2011.09.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Murakami K, et al. Formation and fate of a complete 31-protein RNA polymerase II transcription preinitiation complex. J. Biol. Chem. 2013;288:6325–6332. doi: 10.1074/jbc.M112.433623. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Schickor P, Metzger W, Werel W, Lederer H, Heumann H. Topography of intermediates in transcription initiation of E. coli. EMBO J. 1990;9:2215–2220. doi: 10.1002/j.1460-2075.1990.tb07391.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Ross W, Gourse RL. Analysis of RNA polymerase-promoter complex formation. Methods. 2009;47:13–24. doi: 10.1016/j.ymeth.2008.10.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Bae B, Feklistov A, Lass-Napiorkowska A, Landick R, Darst SA. Structure of a bacterial RNA polymerase holoenzyme open promoter complex. eLife. 2015;4:e08504. doi: 10.7554/eLife.08504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Graña D, Gardella T, Susskind MM. The effects of mutations in the ant promoter of phage P22 depend on context. Genetics. 1988;120:319–327. doi: 10.1093/genetics/120.2.319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Miroslavova NS, Busby SJW. Investigations of the modular structure of bacterial promoters. Biochem. Soc. Symp. 2006;73:1–10. doi: 10.1042/bss0730001. [DOI] [PubMed] [Google Scholar]
- 44.Anthony PC, Perez CF, García-García C, Block SM. Folding energy landscape of the thiamine pyrophosphate riboswitch aptamer. Proc. Natl Acad. Sci. USA. 2012;109:1485–1489. doi: 10.1073/pnas.1115045109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Klucar L, Stano M, Hajduk M. phiSITE: database of gene regulation in bacteriophages. Nucleic Acids Res. 2010;38:D366–D370. doi: 10.1093/nar/gkp911. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hoffman DJ, Niyogi SK. RNA initiation with dinucleoside monophosphates during transcription of bacteriophage T4 DNA with RNA polymerase of escherichia coli. Proc. Natl Acad. Sci. USA. 1973;70:574–578. doi: 10.1073/pnas.70.2.574. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon request.