Abstract
Protein post-translational translocation is found at the plasma membrane of prokaryotes and protein import into organellae. Translocon structures are becoming available, however the dynamics of proteins during membrane translocation remain largely obscure. Here we study, at the single-molecule level, the folding landscape of a model protein while forced to translocate a transmembrane pore. We use a DNA tag to drive the protein into the α-hemolysin pore under a quantifiable force produced by an applied electric potential. Using a voltage-quench approach we find that the protein fluctuates between the native state and an intermediate in the translocation process at estimated forces as low as 1.9 pN. The fluctuation kinetics provide the free energy landscape as a function of force. We show that our stable, ≈15 kBT, substrate can be unfolded and translocated with physiological membrane potentials and that selective divalent cation binding may have a profound effect on the translocation kinetics.
Similar content being viewed by others
Introduction
After protein synthesis in the cytosol many proteins must translocate across a membrane in order to reach their final compartment or the extracellular medium. Among them we find mitochondrial protein precursors1 and many secretory preproteins translocated into the endoplasmic reticulum (ER) in eukaryotes2,3,4,5 or the periplasm in prokaryotes6,7,8. Frequently, unfolded forms of proteins are subject to posttranslational translocation9 through a 1–2 nanometer wide protein pore present in the lipid bilayer5,10,11. Several multi-component systems mediate the unfolding and translocation of protein substrates12, for example the SecYEG channel in translocation to the periplasm of prokaryotes, the Sec61αβγ channel in translocation to the ER of eukaryotes5,13,14, and TIM-TOM in translocation to the mitochondrial matrix15. The post-translational translocation of substrates in these systems includes5,6 (i) targeting the protein substrate to the translocon; (ii) substrate unfolding; and (iii) translocation of the unfolded polypeptide chain through the translocon. While in some cases the process may require accessory proteins, such as chaperonins2,16,17, and the input of energy mediated by ATP, in others the presence of electrochemical gradients (approximately −180 mV in the mitochondrion)18, a membrane translocon, and a short, positively-charged targeting sequence at the N terminus of the substrate is enough for efficient targeting, unfolding and translocation4,19,20,21.
Once a protein substrate is placed at the pore entrance, unfolding proceeds mechanically. The force generated by the membrane potential on the N terminus is estimated to be in the range from 6 to 16 pN22 a force achievable with single-molecule approaches used to study co-translocational protein unfolding19,21,23,24,25,26,27,28,29. Meanwhile protein refolding during translocation has remained elusive to experimentation, in particular with single-molecule approaches. Protein refolding is important because it can generate a mechanical force that prevents translocation if occurs in the donor compartment or promote chain release from the translocon if occurs in the recipient compartment.
Here we develop a voltage-quench approach that allows observation of the dynamics of a thioredoxin substrate as it is pulled through the α-hemolysin pore at voltages as low as +30 mV, exploring a force-regime comparable to that found in mitochondria and other important compartments such as the endoplasmic reticulum and the plasma membrane. By this means, we observe folding-unfolding transitions of single thioredoxin molecules, providing free energy measurements and the folding and unfolding kinetics. The unfolding free energy change is similar to that obtained by other means, but the kinetics depend strongly on the applied voltage, and unfolding is promoted with forces as low as ≈2.5 pN. Importantly, we show how apparently minor events such as the binding of a single divalent metal ion can have major effects on the translocation kinetics. Our general model provides a framework with which to understand the energetics of additional protein posttranslational translocation systems.
Results
Co-translocational unfolding at low applied potentials
We examined protein co-translocational unfolding with a disulfide-free (C32S-C35S) stabilized (A22P-I23V-P68A) mutant of thioredoxin carrying a poly(dC)40 oligonucleotide covalently linked to a C-terminal cysteine by a maleimide group placed at the 5′ end of the oligonucleotide25,30 (V5-C109, Fig. 1a). Our single-molecule experiments were carried out by monitoring the ionic current passing through a single α-hemolysin (α-HL) pore inserted into a lipid bilayer that separated two buffer-filled compartments31 (Fig. 1b). We used the α-HL pore because the ionic current that passes through it is very sensitive to threaded polymer sequences, allowing both RNA and DNA sequencing32,33,34,35 and the identification of protein modifications36. Also, by using this approach, the V5-C109 co-translocational unfolding pathway has already been finely characterized25,27 (Fig. 1c). When a positive potential was applied, the oligo was driven into the pore from the cis side (Fig. 1b) and the electrophoretic force initiated the unfolding and translocation of the attached protein through an intermediate in which the C-terminal part of the protein was unfolded and threaded into the pore25. During the initial threading of the oligonucleotide into the pore at +120 mV, when the protein was in the native state, a characteristic low-conductance level was observed with Ires,% = 15.1 ± 0.5% [mean ± standard deviation (SD)], where is Ires,% is the Ires expressed as a percentage of the open pore current. The native state was transformed into a partly unfolded, still threaded intermediate at a rate of 50 ± 11 s−1 [rates are given hereafter as mean ± 95% confidence interval (CI) in the parameter estimation, see Methods section] (Supplementary Fig. 1). The intermediate state (I) had a higher ionic conductance than the structure (N) containing the native state (Ires,% = 21.1 ± 0.5%, [mean ± SD]). The sensitivity of this Ires to mutations and/or post-translational modifications, together with the lack of voltage dependence on further unfolding of I suggest that at this stage the intermediate fully threads the pore25,36. Finally, the intermediate completes unfolding with a rate of kI→T = 2.8 ± 0.5 s−1 (Supplementary Fig. 1) and the unfolded protein (T) escaped from the pore restoring the open pore current (Fig. 1c).
The lifetimes of the intermediate ‘I’ were distributed exponentially at +120 mV (Supplementary Fig. 1). In order to confirm that the further unfolding of ‘I’ is a memoryless process (i.e., the unfolding time does not depend on how much time has elapsed already, or the previous conditions) we carried out experiments using the same α-HL pore throughout because different pores (i.e., different experimental setups) may give slightly different rates. We studied the lifetimes of I, at a constant potential of +80 mV, and obtained exponentially distributed dwell times equivalent to an unfolding rate of kI→T = 1.09 ± 0.08 s−1 (n = 53; Fig. 2a). Using the same pore, the lifetime distribution could be obtained after a voltage quench, applying first +120 mV until ‘I’ appeared, and then dropping the potential to +80 mV (the voltage change is signified by an asterisk and the ‘I’ state after the quench is noted as ‘I*’, Fig. 2b). The lifetime distribution at +80 mV was not affected by this procedure (Fig. 2b) and we obtained a similar unfolding rate of kI*→T = 1.05 ± 0.04 s−1 (n = 98, the experiment was repeated on additional pores to confirm the reproducibility of the observation). This implies that the rate of the transition from I* to T does not depend on how I* is generated. In these experiments we stepped the voltage manually, and the time spent at +120 mV varied from 0.05 to 2 s before the quench was applied. The lifetime at +80 mV was independent of the time the intermediate spent at +120 mV before the quench (r2 = 0.007, Supplementary Fig. 2). Therefore, the process is memoryless: the transition rate depends neither on the previous conditions nor the time spent under those conditions. This means that the dynamics of the intermediate at low applied potentials can be investigated after stepping from higher potentials.
The intermediate refolds to the native state at low forces
There is a linear relationship between the applied potential and the force experienced by the negatively-charged oligonucleotide when it is threaded within the pore37. Recent estimates using measurements of ssDNA stretching within the hemolysin pore at several voltages suggest that the applied force is ~10 pN at +160 mV29. We take this value with caution and only for illustrative purposes. Further we also assume that the relationship between force and voltage is linear across the narrow range of voltages we use in this study. We extended the quenching experiments to lower potentials to observe the dynamics of the protein at low forces (we use an asterisk (*) to denote this experimental condition). Interestingly, instead of completing unfolding and translocation, some molecules in the intermediate state, at values below +60 mV (~3.75 pN) reverted to a state (N*) with lower conductance similar to the conductance of the native state (Fig. 3a, b). Indeed, the Ires values obtained for this N* state in the +50 to +30 mV range were a continuation of the monotonic decrease observed for the Ires values of the native state (N) in the +120 to +80 mV range (Supplementary Fig. 3). Similarly, the Ires values obtained for I* in the +60 to +30 mV range continued the monotonic decrease observed for I in the +120 to +80 mV range (Supplementary Fig. 3). In addition, the fraction of molecules in the intermediate state I* that transitioned back to the putative native state N*, rather than proceeding to complete unfolding and translocation, showed a sigmoidal dependence on voltage with 118 out of 121 molecules transitioning back at +30 mV (~1.9 pN; Fig. 3c). The transition occurred over a narrow range of forces because at +60 mV (~3.7 pN) the refolding transition was rarely observed (only in 5 out of 99 molecules). Interestingly, a narrow range of forces, from 1 to 2 pN, over which a protein transitions between states has also been reported in experiments with optical tweezers38 and with magnetic tweezers39, where proteins are stretched by pulling on both ends.
In order to confirm that the putative native state (N*) obtained by reversion from I* was truly the native state, we introduced an extra step in the applied voltage protocol. First, a Trx molecule was unfolded to the intermediate state by pulling with +120 mV. Then the voltage was quenched to +30 mV and once the protein had transitioned back to the putative native state the +120 mV potential was restored; we use a double asterisk (**) to denote this experimental condition (Fig. 3c, d). In all cases (n = 115), the characteristic current signal that reveals the unfolding and translocation of a natively folded protein was obtained. Importantly, the kinetics of the N → I and I → T transitions are similar to those of N** → I** and I** → T transitions (kN→I = 50 ± 10 s−1; kI→T = 2.8 ± 0.5 s−1 n = 198; and kN**→I** = 38 ± 19 s−1; kI**→T = 2.3 ± 0.6 s−1 n = 115) suggesting that N** represents a natively folded protein. Similar observations were made when the quenching voltages were +35, +40 and +45 mV or when the restored voltage was +100 mV, implying that the process is memoryless. Consistent with this interpretation, no correlation was observed between the lifetimes of any of the states (Supplementary Fig. 4). Together, the observations suggest that at low applied potentials Trx is able to refold from the intermediate state to the native state.
The folding landscape at the early stages of translocation
When the quenching voltage was kept constant either at +40 or +35 mV, the protein transitioned back-and-forth between the N* and I* states (Fig. 4a). The intermediate was also able to proceed to complete unfolding and translocate through the pore. There were therefore 3 observable steps: the reversible transitions between N* and I*, and the irreversible transition from I* to T. The retrograde release of V5-C109-poly(dC)40 into the cis medium was rare at voltages of +30 mV or greater (8 times for 355 molecules).
The refolding time of the intermediate showed an exponential dependence on voltage (Fig. 4b), with rates ranging from kI*→N* = 2.7 ± 0.7 s−1 at +40 mV (n = 89) to kI*→N* = 47 ± 14 s−1 at +30 mV (n = 84) (Supplementary Fig. 5). As expected for a memory-less, reversible process, the refolding rates are similar whether only the initial refolding step after the drop in potential is taken into account or whether the lifetimes of the intermediates from the back-and-forth transitions at low voltages are used (N* ↔ I*, Fig. 4b). Second, the logarithms of the unfolding rates for the native protein at low voltages lies on the extrapolated line of unfolding rates obtained at higher voltages at which unfolding is irreversible (shown in green and black squares respectively in Fig. 4b). Similar to two-end pulling experiments40,41, the kinetics are well described by a two-state Markovian process and the voltage-dependent rate constants follow:
where A is the pre-exponential factor, \({\mathrm{\Delta }}G_u^\ddagger\) and \({\mathrm{\Delta }}G_f^\ddagger\) are the activation free energy barriers for unfolding and refolding respectively, V is the applied potential, α is the force in pN produced by 1 mV (taken as 0.0625 pN mV−1)29, \({\mathrm{\Delta }}x_u\) and \({\mathrm{\Delta }}x_f\) are the end-to-end distance changes between N and I in the unfolding direction and in the refolding direction respectively, \(k_B\) is the Boltzmann’s constant and T is the absolute temperature. The exponential dependence confirms that the work derived by the movement of charge in the applied potential linearly decreases the free energy barrier. Also, as in two-end pulling experiments40, the transition state is closer to the native state as revealed by the voltage dependence of the refolding reaction, which is steeper than that of the unfolding reaction \(\left( {{\mathrm{\Delta }}x_u <\, {\mathrm{\Delta }}x_f} \right)\). This closeness to the native state implies that at the transition state the oligonucleotide is threading the barrel and is consistent with the sensitivity of the refolding reaction to the applied voltage. This is relevant because the refolding opposing forces arising from the oligonucleotide re-entry42 do not add up to rate limit the refolding reaction. Finally, the complete unfolding of the intermediate is irreversible because the unfolded polypeptide translocates through the pore (red, Fig. 4b).
This allowed us to portray the free energy landscape of the early steps of co-translocational protein unfolding as a function of voltage (Fig. 4c). At potentials above +60 mV, the protein unfolds irreversibly because the refolding barrier is too high. At + 52 mV, unfolding of the native protein and refolding of the intermediate encounter similar free-energy barriers but the intermediate completely unfolds (to T) more readily than it refolds. By contrast, at a potential of +43 mV, which corresponds to a force of ~2.75 pN, the protein has the same probability of proceeding to complete unfolding and of refolding to the native state. The value of the associated potential can be obtained either by extrapolation of the rates (Fig. 4b) or directly from the fraction of molecules observed to refold from the intermediate (Fig. 3a). Both give a similar value of the applied potential (+43 and +46 mV, respectively). Below this voltage threshold, the native state is favored.
The effect of ligand binding
We next designed a conditional mutant by introducing a two-histidine metal ion binding site43 between the C-terminal α helix and a structured part of the intermediate I (Fig. 5a). We mutated Lys-100 and Asp-48 to histidine (in the V5-C109 background), because these two residues are close to each other in the native state of wild-type Trx and indeed form a salt bridge. In the absence of divalent cations, the residues in the mutant should not interact, but in the presence of Ni2+ the two histidine side chains were expected to coordinate the divalent ion (Fig. 5b), mimicking the salt bridge in the non-mutated protein.
In the absence of divalent ions (1 mM EDTA), the native state of the D48H-K100H mutant unfolded to the intermediate state ~20-fold faster than V5-C109 (970 ± 20 s−1 at +120 mV, Supplementary Fig. 6). When the voltage was quenched during the appearance of the intermediate, the protein refolded at potentials between +40 and +30 mV. We examined the dynamics at low forces and observed that refolding was only slightly slower than the V5-C109 with rates ranging from kI*→N* = 2.2 ± 0.4 s−1 at +40 mV (n = 260) to kI*→N* = 16 ± 2 s−1 at +30 mV (n = 294) (Fig. 5a and Supplementary Fig. 6). Next, the experiments were repeated in the presence of Ni2+. The divalent cation interacts with residues 48 and 100 in the native state, and the effect on the folding and unfolding rates reports on the extent of the interaction in the transition state. In the presence of 5 mM Ni2+, the mutant was slightly more mechanically stable in the native state than V5-C109 as judged by the slower unfolding at +120 mV (kN*→I* = 16 ± 1 s−1, Supplementary Fig. 6). Refolding at +40 mV, on the other hand, was 5-fold faster than in the absence of Ni2+ (kI*→N* = 11 ± 3 s−1, Fig. 5b). Surprisingly, in the presence of 5 mM Ni2+, refolding is also faster than the V5-C109, which we interpret as the interaction between His-48 and His-100 in the presence of Ni2+ being stronger in the mutant than the ion pair in V5. Taken together, the results suggest that in the transition state, the interaction between residues 48 and 100 is at least partially formed and therefore the transition state is native-like43. This situation is similar to the transition state for the mechanical unfolding of proteins by 2-end pulling40, where the end-to-end distance in the transition state is typically less than 1 nm away from that in the native state.
Discussion
Our results yield the free energy required to produce the first threaded translocation intermediate by using:
with kB the Boltzmann’s constant, T the absolute temperature and NA the Avogadro’s constant. By extrapolation of the rates, we obtained ΔGN→I = 38 ± 8 kJ mol−1 [95% C.I.] in the absence of a membrane potential, consistent with the experimentally determined free energy for chemically- or temperature-induced unfolding, 35 and 32 kJ mol−1 respectively44,45. This implies that the free energy change to obtain the intermediate is about the same as the overall free energy to unfold the protein. The free energy difference between the native and the threaded intermediate state varies dramatically with the application of force and becomes zero at an applied membrane potential of +52 mV, which produces a force of ~3.1 pN.
In order to contextualize our results, several factors should be considered. In the α-HL pore, most of the membrane potential drops across the transmembrane barrel46,47 (roughly ~4 nm long, ~1.3 nm wide), and the ~10 negative charges on the phosphodiester bonds of the leader oligo, which are accommodated within the barrel48, sense the field producing the pulling force that drives unfolding. By comparison, during protein import into mitochondria and by the bacterial SecYEG translocon, the associated membrane potentials have been estimated to contribute forces close to those generated in our work (6 to 12 pN)20,22. Indeed, both systems feature transmembrane pores of similar diameter and length to those of α-HL9,11. The membrane potential across the mitochondrial inner membrane is around −180 mV18 and the periplasm and ER, around −100 and −74 mV, respectively49,50. In this study, we applied voltages one-half to one-third of these values, but because the density of charges in natural protein substrates is also a half51 or a third4 of the charge density in our model system we end up applying similar forces. The small differences in the estimated forces/voltages may arise because force is estimated in the αHL pore using data for DNA stretching at different voltages29 and in bacteria, mitochondria or the ER by using voltage- or ion-sensitive dyes49,50. In addition, our approach does not take into account other possible mechanisms that can contribute to the unfolding and translocation of polypeptides, such as biased diffusion52.
The rates observed in our model system match those recently reported for bacterial post-translational translocation through the inner membrane by the Sec machinery6. In this system there is a hidden stage, once the substrate has engaged the open translocon and before the substrate is actively translocated, that lasts for roughly 5 s in the absence of the chaperone Sec B. This phase, which is independent of substrate length, is rate-limiting in the translocation of small substrates and is likely associated with protein unfolding, because the presence of the chaperone catalyzes unfolding, both reducing ATP consumption and accelerating the process6. Our unfolding kinetics at low voltages, although for a different substrate, are consistent with this timescale. We also observe that refolding of the substrate pulls from the threaded polypeptide out of the pore. This may be the mechanism of protein release from translocons as it is for nascent chain release from the ribosome once translation is finished53.
We therefore suggest that the biophysics underlying our model system may be generalizable to the natural systems discussed here, because in all of them a protein substrate is pulled from one terminus through a nanometer-diameter pore. The model system may be useful for exploring several issues: for example, the role of the residues located at the entrance of the pore, which may facilitate substrate unfolding or prevent retrograde movement of threaded intermediates, or the differences between pores formed from β barrels and α helices with regard to co-translocational unfolding. Answers to these questions may assist in the development of single-molecule protein analysis with nanopores36.
Methods
Preparation of thioredoxin mutants
A pET 20+ plasmid carrying the thioredoxin 2 gene from E. coli including the mutations A22P-I23V-C32S-C35S-P68A-C109 (V5-C109) was transformed into E. coli BL21 (DE3) cells and grown for 16 h at 37 °C with shaking in 0.5 L of LB medium supplemented with 10 mg L−1 of kanamycin. Cells were collected by centrifugation (10,000 g, 10 min) and suspended in fresh medium with kanamycin. After 1 h at 37 °C with shaking, expression was induced with isopropyl β-D1-thiogalactopyranoside (IPTG, 0.4 mM). After 4 h, the cells were collected by centrifugation (10,000 g, 10 min) and suspended in 25 mL of buffer containing 30 mM Tris·HCl, 1 mM EDTA, 10 mM DTT, pH 8.3 (buffer A). The cells were placed on ice and lysed by sonication. The tip of the sonicator was immersed in the cell suspension and five 45 s bursts of sonication were applied, each followed by a 45 s break.The resulting suspension was centrifuged (10,000 g, 10 min) to remove the cell debris. The supernatant was separated on a Superdex 75 16/60 column (GE Healthcare) and the peak containing the protein was loaded onto a 1 mL monoQ column (GE Healthcare) equilibrated in buffer A. The protein was eluted with a linear gradient from 0 to 1 M NaCl (in the same buffer). The fractions that contained the protein were stored at −20 °C. The mutant D48H-K100H in the V5-C109 background was prepared by site-directed mutagenesis (QuikChange II, Agilent) and purified in the same manner.
Preparation of thioredoxin-poly(dC)40 constructs
The poly(dC)40 oligonucleotide with a 5′ C6 amine activated with SMCC-maleimide (HPLC grade) was obtained from Biomers. The lyophilized oligonucleotide was resuspended in 10 mM HEPES, pH 7.0 (0.15 mg, 1 mg/mL). The thioredoxin was exchanged into the same buffer with a PD10 column ensuring that all the DTT was removed and 2 mg of the protein (2 mg/mL) was mixed with the oligonucleotide and incubated for 2 h at room temperature. The mixture was purified with a monoQ column (GE Healthcare) and a linear gradient from 0 to 1 M KCl in the same buffer. The V5-C109-oligonucleotide complex was pure as judged from a single band in SDS-PAGE and the concentration estimated using the molar extinction coefficient for the oligonucleotide at 260 nm. The purified conjugate was stored at −20 °C.
Preparation of hemolysin heptamers
α-HL monomers were purified from BL21(DE3) cells (Novagen) transformed with a pT7 plasmid containing the Staphylococcus aureus wild-type α-HL gene. Overexpression was induced with 1 mM IPTG at 25 °C for 4 h. Cells were collected by centrifugation and suspended in purification buffer (30 mM Tris·HCl, 50 mM EDTA, pH 8.0). The cells were lysed by sonication and the soluble fraction was obtained by centrifugation at 100,000 g for 45 min. α-HL monomers were precipitated with 75% ammonium sulfate and recovered by centrifugation at 40,000 g for 50 min. The precipitate was resuspended in 5 mL of 10 mM sodium acetate, pH 5.0, containing 20 mM NaCl, and dialyzed against the same buffer overnight at 4 °C. The suspension was centrifuged (40,000 g for 50 min) and the supernatant was separated on a Superdex 200 16/60 column (GE Healthcare). The peak containing the monomers was identified by SDS-PAGE and stored at −20 °C without further purification.
To produce heptamers, the monomers were incubated with erythrocyte membranes prepared from fresh rabbit blood. Briefly, 100 mL of blood was collected and mixed with 50 mL of citrate anticoagulant (80 mM citrate, 140 mM dextrose, pH 7.4) and the red blood cell fraction obtained by centrifugation (500 g, 10 min) and washed with 150 mM NaCl, 10 mM sodium phosphate, pH 7.4, three times at 4 °C. Lysis was produced by 1:1000 dilution, drop by drop, of the erythrocytes into hypotonic solution (5 mM Hepes, pH 7.4) at 4 °C with stirring. The erythrocyte membranes were isolated by centrifugation at 20,000 g for 20 min at 4 °C and washed with the same buffer three times. To remove the cytoskeleton, the membranes were diluted in 2 M NaCl, 10 mM Hepes, pH 7.4, and centrifuged at 20,000 g at 4 °C for 20 min, three times. The final pellet was suspended in the same buffer and stored at −20 °C (the concentration of membranes was not determined). Heptamers were obtained by incubating 50 μL of membranes with 250 μL of α-HL monomers (0.3 mg mL−1) for 5 min. The membranes were recovered by centrifugation (20,000 g, 5 min) and washed 3 times with 2 M sodium chloride, 10 mM Hepes, pH 7.4. The heptamers were extracted by incubation of the membranes with 45 μL of buffer supplemented with 5 μL of 10% (w/v) sodium dodecyl sulfate for 20 min. The heptamers were collected from the supernatant after 20 min centrifugation at 20,000 g and stored at −80 °C.
Single-molecule nanopore measurements
We carried out single-molecule electrical recordings in planar lipid bilayers made of 1,2-diphytanoyl-sn-glycero-3-phophocholine (Avanti Polar Lipids) by the Montal and Mueller method across an aperture, 50-100 μm in diameter, in a 25-μm-thick Teflon film (Goodfellow) that had been painted with 1% hexadecane in pentane31. The film separated two compartments (cis and trans), which were connected to the headstage of an amplifier Axopatch 200B (Molecular Devices) with Ag/AgCl electrodes, cis grounded. The amplifier was connected to a digitizer (Digidata 1440 A, Molecular Devices). A PC was used to collect data and control the amplifier with Clampex 10.5 software (Molecular Devices). Both the cis and trans compartments were filled with 2 M KCl, 10 mM Hepes, pH 7.2, at 22 ± 1.5 °C. When required, the cis compartment was supplemented with 5 mM nickel sulfate or 1 mM EDTA (final concentrations). After formation of a bilayer, 1 μL of heptamerized α-HL was added to the cis compartment. Following the first insertion of a pore, the remaining heptamerized α-HL was removed by perfusion with 10 chamber volumes of recording buffer. The signal was filtered with a low-pass Bessel filter of 5 kHz and data were collected at a sampling rate of 20 kHz.
Statistics and reproducibility
Each experimental condition was assayed on at least 3 independent experiments. Raw data were analyzed with ClampFit (Version 10.6.0.13) to obtain the IRES (IRES%, the ionic current level as a percentage of the current level of the open pore) and event dwell times. Further data analysis was carried out with Igor Pro (Wavemetrics) and MatLab. Rate estimates and their confidence intervals were obtained by bootstrap: dwell-time data were resampled with replacement to construct 1000 data sets of equal size to the original data set. For each of these we constructed a histogram with time on a natural logarithm scale. Each histogram was fitted to the exponential distribution:
where \(\hat k\) is the rate and x is time. This provided 1000 estimations which were fitted to a normal distribution to obtain the mean (the estimator of \(\hat k\)) and the 95% confidence interval in the rate parameter estimation (1.96 times the standard deviation of the distribution).
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Data availability
Dwell times are stored in hard drive. Relevant data and/or materials are available upon reasonable request from D. R.L.
References
Pfanner, N., Warscheid, B. & Wiedemann, N. Mitochondrial proteins: from biogenesis to functional networks. Nat. Rev. Mol. Cell Biol. https://doi.org/10.1038/s41580-018-0092-0 (2019).
Shao, S. & Hegde, R. S. A calmodulin-dependent translocation pathway for small secretory proteins. Cell 147, 1576–1588 (2011).
Ast, T., Cohen, G. & Schuldiner, M. A network of cytosolic factors targets SRP-independent proteins to the endoplasmic reticulum. Cell 152, 1134–1145 (2013).
Guo, H. et al. Positive charge in the n-region of the signal peptide contributes to efficient post-translational translocation of small secretory preproteins. J. Biol. Chem. 293, 1899–1907 (2018).
Wu, X., Cabanos, C. & Rapoport, T. A. Structure of the post-translational protein translocation machinery of the ER membrane. Nature 566, 136–139 (2019).
Fessl, T. et al. Dynamic action of the Sec machinery during initiation, protein translocation and termination revealed by single molecule fluorescence. Elife 7, e35112 (2018).
Arkowitz, R. A., Joly, J. C. & Wickner, W. Translocation can drive the unfolding of a preprotein domain. EMBO J. 12, 243–253 (1993).
Hartl, F. U., Lecker, S., Schiebel, E., Hendrick, J. P. & Wickner, W. The binding cascade of SecB to SecA to SecY E mediates preprotein targeting to the E. coli plasma membrane. Cell 63, 269–279 (1990).
Ploegh, H. et al. Crystal structure of a substrate-engaged SecY protein-translocation channel. Nature 531, 395–399 (2016).
Van Den Berg, B. et al. X-ray structure of a protein-conducting channel. Nature 427, 36–44 (2004).
Nitschke, B. et al. Cryo-EM structure of the TOM core complex from neurospora crassa. Cell 170, 693–700.e7 (2017).
Costa, T. R. D. et al. Secretion systems in Gram-negative bacteria: structural and mechanistic insights. Nat. Rev. Microbiol. 13, 343–359 (2015).
Tsirigotaki, A., De Geyter, J., Šoštarić, N., Economou, A. & Karamanou, S. Protein export through the bacterial Sec pathway. Nat. Rev. Microbiol. 15, 21–36 (2017).
Itskanov, S. & Park, E. Structure of the posttranslational Sec protein-translocation channel complex from yeast. Science 363, 84–87 (2019).
Neupert, W. & Brunner, M. The protein import motor of mitochondria. Nat. Rev. Mol. Cell Biol. 3, 555–565 (2002).
Chirico, W. J., Waters, M. G. & Blobel, G. 70K heat shock related proteins stimulate protein translocation into microsomes. Nature 332, 805–810 (1988).
Schekman, R., Deshaies, R. J., Werner-Washburne, M., Koch, B. D. & Craig, E. A. A subfamily of stress proteins facilitates translocation of secretory and mitochondrial precursor polypeptides. Nature 332, 800–805 (2003).
Chen, L. B. et al. [29] Mitochondrial membrane potential monitored by JC-1 dye. Methods Enzymol. 260, 406–417 (2004). Academic Press.
Wilcox, A. J., Choy, J., Bustamante, C. & Matouschek, A. Effect of protein structure on mitochondrial import. Proc. Natl. Acad. Sci. USA 102, 15435–15440 (2005).
Ismail, N., Hedman, R., Lindén, M. & Von Heijne, G. Charge-driven dynamics of nascent-chain movement through the SecYEG translocon. Nat. Struct. Mol. Biol. 22, 145–149 (2015).
Sato, T., Esaki, M., Fernandez, J. M. & Endo, T. Comparison of the protein-unfolding pathways between mitochondrial protein import and atomic-force microscopy measurements. Proc. Natl. Acad. Sci. USA 102, 17999–18004 (2005).
Shariff, K., Ghosal, S. & Matouschek, A. The force exerted by the membrane potential during protein import into the mitochondrial matrix. Biophys. J. 86, 3647–3652 (2004).
Luan, B., Huynh, T., Li, J. & Zhou, R. Nanomechanics of protein unfolding outside a generic nanopore. ACS Nano 10, 317–323 (2016).
Wojciechowski, M., Szymczak, P., Carrión-Vázquez, M. & Cieplak, M. Protein unfolding by biological unfoldases: insights from modeling. Biophys. J. 107, 1661–1668 (2014).
Rodriguez-Larrea, D. & Bayley, H. Multistep protein unfolding during nanopore translocation. Nat. Nanotechnol. 8, 288–295 (2013).
Housden, N. G. et al. Intrinsically disordered protein threads through the bacterial outer-membrane porin OmpF. Science 340, 1570–1574 (2013).
Rodriguez-Larrea, D. & Bayley, H. Protein co-translocational unfolding depends on the direction of pulling. Nat. Commun. 5, 1–7 (2014).
Nivala, J., Marks, D. B. & Akeson, M. Unfoldase-mediated protein translocation through an α-hemolysin nanopore. Nat. Biotechnol. 31, 247–250 (2013).
Stoddart, D., Franceschini, L., Heron, A., Bayley, H. & Maglia, G. DNA stretching and optimization of nucleobase recognition in enzymatic nanopore sequencing. Nanotechnology 26, 084002 (2015).
Rodriguez-Larrea, D. et al. Role of conservative mutations in protein multi-property adaptation. Biochem. J. 429, 243–249 (2010).
Maglia, G., Heron, A J., Stoddart, D., Japrung, D. & Bayley, H. Analysis of single nucleic acid molecules with protein nanopores. Methods Enzymol. 475, 591–623 (2010).
Lieberman, K. R. et al. Processive replication of single DNA molecules in a nanopore catalyzed by phi29 DNA polymerase. J. Am. Chem. Soc. 132, 17961–17972 (2010).
Cockroft, S. L., Chu, J., Amorin, M. & Ghadiri, M. R. A single-molecule nanopore device detects DNA polymerase activity with single-nucleotide resolution. J. Am. Chem. Soc. 130, 818–820 (2008).
Jain, M. et al. Nanopore sequencing and assembly of a human genome with ultra-long reads. Nat. Biotechnol. 36, 338–345 (2018).
Garalde, D. R. et al. Highly parallel direct rnA sequencing on an array of nanopores. Nat. Mathods 15, 201–206 (2018).
Rosen, C. B., Rodriguez-Larrea, D. & Bayley, H. Single-molecule site-specific detection of protein phosphorylation with a nanopore. Nat. Biotechnol. 32, 179–181 (2014).
Keyser, U. F. et al. Direct force measurements on DNA in a solid-state nanopore. Nat. Phys. 2, 473–477 (2006).
Cecconi, G., Shank, E. A., Bustamante, C. & Marqusee, S. Biochemistry: direct observation of the three-state folding of a single protein molecule. Science 309, 2057–2060 (2005).
Chen, H. et al. Dynamics of equilibrium folding and unfolding transitions of titin immunoglobulin domain under constant forces. J. Am. Chem. Soc. 137, 3540–3546 (2015).
Carrion-Vazquez, M. et al. Mechanical and chemical unfolding of a single protein: a comparison. Proc. Natl. Acad. Sci. USA 96, 3694–3699 (1999).
Liphardt, J. et al. Reversible unfolding of single RNA molecules by mechanical force. Science 292, 733–737 (2001).
Tian, K., Decker, K., Aksimentiev, A. & Gu, L.-Q. Interference-free detection of genetic biomarkers using synthetic dipole-facilitated nanopore dielectrophoresis. ACS Nano 11, 1204–1213 (2017).
Cao, Y., Yoo, T. & Li, H. Single molecule force spectroscopy reveals engineered metal chelation is a general approach to enhance mechanical stability of proteins. Proc. Natl. Acad. Sci. USA 105, 11152–11157 (2008).
Roderer, D. J. A., Schärer, M. A., Rubini, M. & Glockshuber, R. Acceleration of protein folding by four orders of magnitude through a single amino acid substitution. Sci. Rep. 5, 11840 (2015).
Perez-Jimenez, R., Godoy-Ruiz, R., Ibarra-Molero, B. & Sanchez-Ruiz, J. M. The efficiency of different salts to screen charge interactions in proteins: a Hofmeister effect? Biophys. J. 86, 2414–2429 (2004).
Aksimentiev, A. & Schulten, K. Imaging α-hemolysin with molecular dynamics: Ionic conductance, osmotic permeability, and the electrostatic potential map. Biophys. J. 88, 3745–3761 (2005).
Howorka, S. & Bayley, H. Probing distance and electrical potential within a protein pore with tethered DNA. Biophys J. 83, 3202 (2002).
Stoddart, D., Heron, A. J., Mikhailova, E., Maglia, G. & Bayley, H. Single-nucleotide discrimination in immobilized DNA oligonucleotides with a biological nanopore. Proc. Natl. Acad. Sci. USA 106, 7702–7707 (2009).
Sträuber, H. & Müller, S. Viability states of bacteria-specific mechanisms of selected probes. Cytom. Part A 77A, 623–634 (2010).
Burdakov, D. Intraluminal calcium as a primary regulator of endoplasmic reticulum function. Cell Calcium 38, 303–310 (2005).
Huang, S., Ratliff, K. S. & Matouschek, A. Protein unfolding by the mitochondrial membrane potential. Nat. Struct. Biol. 9, 301–307 (2002).
Simon, S. M., Peskin, C. S. & Oster, G. F. What drives the translocation of proteins? Proc. Natl. Acad. Sci. USA 89, 3770–3774 (2006).
Goldman, D. H. et al. Mechanical force releases nascent chain-mediated ribosome arrest in vitro and in vivo. Science 348, 457–460 (2015).
Acknowledgements
We thank Dra. G. Celaya for the preparation of hemolysin heptamers. D.R.L. work was supported by grants BIO2017-88946-R and BFU2016-81754-ERC from MINECO (FEDER funds), H.B. by grants from the National Institutes of Health, Oxford Nanopore Technologies and a European Research Council Advanced Grant. C.B.R. was funded by the Danish National Research Foundation (grant number DNRF78) and Aarhus University, Faculty of Science and Technology. D.R.L. is the recipient of a Ramon y Cajal fellowship (RYC-2013-12799). This work was supported in part by the Fundación Biofísica Bizkaia and the Basque Excellence Research Centre (BERC) program of the Basque Government.
Author information
Authors and Affiliations
Contributions
C.B.R. made the initial observation. H.B. conceived research and wrote the manuscript. D.R.L. conceived research, carried out the experiments, analyzed the data and wrote the manuscript.
Corresponding author
Ethics declarations
Competing interests
D.R.L. and C.B.R. declare no competing financial or non-financial interests. H.B. declares no competing non-financial Interests but the following competing financial interest: H.B. is the founder of a consultant for and a share-holder of Oxford Nanopore Technologies, a company engaged in the development of nanopore sensing and sequencing technologies.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Rosen, C.B., Bayley, H. & Rodriguez-Larrea, D. Free-energy landscapes of membrane co-translocational protein unfolding. Commun Biol 3, 160 (2020). https://doi.org/10.1038/s42003-020-0841-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s42003-020-0841-4
This article is cited by
-
Unidirectional single-file transport of full-length proteins through a nanopore
Nature Biotechnology (2023)
-
The emerging landscape of single-molecule protein sequencing technologies
Nature Methods (2021)