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1 Department of Chemistry, Cambridge University, Cambridge, UK
2 Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, California 92093-0378, USA
3 Department of Chemistry and Biochemistry, University of Colorado, Boulder, Colorado 80309-0215, USA
Reprint requests to: Elizabeth A. Komives, Department of Chemistry and Biochemistry, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0359, USA; e-mail: ekomives{at}ucsd.edu; fax: (858) 534-6174.
(RECEIVED April 15, 2003; FINAL REVISION August 11, 2003; ACCEPTED September 17, 2003)
Article and publication are at http://www.proteinscience.org/cgi/doi/10.1110/ps.03120604.
| Abstract |
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Gbind was measured by isothermal titration calorimetry and vant Hoff analysis. The contribution to the
Gbind from electrostatic steering was assessed from the dependence of the ka on ionic strength. Release of solvent H2O molecules from the interface was assessed by monitoring the decrease in amide solvent accessibility at the interface upon proteinprotein binding. The mAb binding is enthalpy driven and has a slow kd. TM binding appears to be entropy driven and has a fast ka. The favorable entropy of the thrombinTM interaction seems to be derived from electrostatic steering and a contribution from solvent release. The two interactions have remarkably different thermodynamic driving forces for competing reactions. The possibility that optimization of binding kinetics for a particular function may be reflected in different thermodynamic driving forces is discussed. Keywords: Surface plasmon resonance; calorimetry; amide H/2H exchange; MALDI-TOF mass spectrometry; hydration; entropy; enthalpy
Abbreviations: TM, thrombomodulin EGF, epidermal growth factor MALDI-TOF, matrix assisted laser desorption ionization time-of-flight MS, mass spectrometry H/2H, hydrogen/deuterium
| Introduction |
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A monoclonal antibody (mAb) has been isolated that competes with TM for binding to thrombin (Dawes et al. 1984). The TM and mAb have overlapping but not identical binding sites (Fig. 1
; Baerga-Ortiz et al. 2002). Monoclonal antibodies are selected in vitro for slow dissociation by the washing processes that are used. In a way, the antibody is selected for its function, which is irreversible binding to its target. We thought it would be interesting to compare the binding kinetics and thermodynamics of the mAb and of TM to thrombin because their binding sites are overlapping, but their functions are different.
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| Results |
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Hobs) upon binding was directly measured by isothermal titration calorimetry (ITC). The binding isotherm for the thrombin-mAb interaction (Fig. 3A,B
Hobs of -8.2 ± 0.9 kcal per mole of thrombin was calculated from the average of two separate experiments. These experiments show that the thrombinmAb interaction is dominated by favorable
H, at 298 K, with a smaller contribution coming from a favorable observed entropy change (
Sobs) (T
Sobs
2.5 ± 0.7 kcal per mole of mAb binding sites). We carried out ITC binding experiments for the thrombinTM interaction in an identical manner to the thrombinmAb experiments. However, no detectable
H of binding was observed (Fig. 3C,D
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H of binding by vant Hoff analysis. The temperature dependence of the thrombinmAb interaction was qualitatively observed from the raw sensorgrams (Fig. 4
H for interaction (Fig. 5A
H estimated from the slope was -10.6 ± 1.7 kcal/mole. As has been observed by others, when Biacore experiments are carefully done, the value from Biacore agrees well with that from the ITC (Day et al. 2002). Because ITC is a direct measure not requiring assumptions of a linear model, we take it as a more reliable method for determining the enthalpy when it can be measured this way. In confirmation of the ITC results, the thrombinTM interaction showed no significant trend in lnKD over the temperature range studied (one data set is presented in Table 1
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Gbind of the thrombinTM interaction (-11.9 kcal /mole) and the negligible contribution from
H, we sought to determine contributions to favorable
S of interaction. According to recent theories, electrostatic steering contributes to a favorable entropy of interaction by maximizing the frequency of productive encounters (Janin 1997). A linearized model has been proposed for estimating the contribution of
G due to electrostatic steering from the ionic strength dependence of the ka. To apply this model, we measured the ka for both interactions at different ionic strengths, again using Biacore. For these experiments, the same conditions were used as for the data in Table 1
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![]() | (1) |
where the slope 2ZaZb is the product of the effective charges of interacting proteins A and B. The linearized model of Janin proposes that a quantitative estimation of the contribution of electrostatic enhancement to
G can be obtained from equation 2
(Janin 1997):
![]() | (2) |
The value of ka extrapolated to an ionic strength I = 0 (k0) was obtained from the y-intercept of the Debye-Hückel plots (Fig. 7
). The extrapolated values of k0 for thrombin binding to TM and mAb were 7.0 x 108 M-1sec-1 and 1.6 x 106 M-1sec-1, respectively. An estimate of k
was taken from the ka at the highest NaCl concentration (300 mM NaCl), which was 2.5 x 106 M-1sec-1 and 5.6 x 105 M-1sec-1 for TM and mAb, respectively. Using these values, the contribution to the overall
Gbind from electrostatic steering for the thrombinTM interaction was -3.3 ± 0.1 kcal/mole, while the contribution of this term to thrombinmAb is -0.6 ± 0.06 kcal/mole.
Solvent exclusion at the interface
Although electrostatic steering did appear to contribute to the favorable
Gbind, a significant proportion of the highly favorable
Gbind for the thrombinTM interaction remained unaccounted for. Another source of favorable entropy in proteinprotein interactions is the release of H2O molecules from the interface upon binding because the entropy of H2O increases when it is transferred from the surface of the protein to the bulk (Brady and Sharp 1997a, b). The number of H2O molecules released can be estimated by addition of osmolytes, or by measuring changes in volumetric properties (Xavier et al. 1997; Chalikian and Breslauer 1998). We were unable to attain the high-protein concentrations necessary to make these measurements, so instead, we measured the number of amides at each protein interface that were rendered solvent inaccessible upon proteinprotein interaction and related this to the number of H2O molecules released (Mandell et al. 2001). To measure the change in amide exchange, the rates of off-exchange of deuterium from backbone amides on the surface of thrombin, both free and in complex with its binding partner, were measured (Fig. 8A
). The regions of thrombin where backbone amides become protected upon interaction with TM were previously identified (Mandell et al. 1998a, 2001). The thrombinmAb interface was also previously identified (Baerga-Ortiz et al. 2002).
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The number of solvent-inaccessible amides in both complexes were obtained from the exponential fits of the off-exchange plots of data from experiments performed at pH 7.9 (Fig. 8BD
). Considering only amides with exchange rates at the interface that are lower than 0.1 min-1, the number of solvent-inaccessible amides at each proteinprotein interface were determined (Table 2
). To relate the number of solvent-inaccessible amides to the number of H2O molecules that may have been released into the bulk, the hydration shell around thrombin was modeled. After each of five segments of 0.5 psec of dynamics, the structure was minimized, and the H2O molecules within 4 Å, which encompasses the first hydration shell, were enumerated (Garcia and Hummer 2000). Then, the number of H2O molecules associated with each region of thrombin was multiplied by the fraction of amides that were protected over the total number of amides that exchanged with deuterium. This calculation resulted in an estimate of the number of H2O molecules released from each interface (Table 2
). In the thrombinmAb interface, one amide was excluded and this predicted the release of six H2O molecules. Swaminathan et al. (1999) have reported similar numbers of H2O molecules released from other antibody combining sites using a coupled osmotic stress and ITC measurement. In the thrombinTM interface, four amides were excluded and these predicted 27 H2O molecules released.
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| Discussion |
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Gbind for the thrombinmAb interaction is due to a favorable
H at 298 K, whereas the thrombinTM interaction has a negligible observable contribution from
H, and must be entropy driven (Table 3
H of interaction is also not unique (Baker and Murphy 1997).
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Gbind for the thrombinTM interaction could not be accounted for by favorable
H, we sought to identify contributions to a favorable
S of binding. These are expected to include an increase in configurational entropy resulting from increased backbone or side chain mobility in the protein-protein complex, electrostatic steering, and release of solvent water molecules from the protein surface into the bulk. We were not able to accurately measure the change in configurational entropy upon binding; however, NMR evidence points to an ordering, and therefore, an unfavorable configurational entropy change upon TMthrombin binding (Zídek et al. 1999; Wood et al. 2000). A linearized model was used to estimate the contribution of electrostatic steering to the overall binding free energy model, the electrostatic steering contribution was estimated to be -0.6 kcal/mole for the thrombinmAb interaction and -3.3 kcal/mole for the thrombinTM interaction (Janin 1997). Thus, electrostatic steering clearly contributes to the favorable
Gbind of both interactions, but more strongly to the thrombinTM interaction (Table 3
A third favorable component of the overall entropy of binding may be the return of surface H2O molecules into the bulk solution (Brady and Sharp 1997a,b). We obtained an estimate of the number of H2O molecules released from the number of amides at each protein interface that were rendered solvent inaccessible upon proteinprotein interaction. The entropy gain for release of a single H2O molecule has been measured at -0.69 ± 0.48 (Habermann and Murphy 1996). This value is in agreement with other estimates of between -0.2 to -0.7 kcal/mole of favorable
Gbind for each H2O molecule, and it is expected that there will be a range of values because each H2O molecule will be different. Nevertheless, estimating the contribution to the
Gbind for each H2O at -0.69 kcal/mole gives a
Gbind of the thrombinmAb interaction is approx. -4 kcal/mole, essentially accounting for the remaining binding energy required. The contribution to the
Gbind of the thrombinTM interaction is -18.6 kcal/mole, which would be more than enough to account for the remaining
Gbind required (Table 3
). The experimental measurement carries with it a high error, but regardless of the exact value for the
Gbind/H2O, it can be seen that the major contribution to
Gbind for the thrombinTM interaction appears to be from H2O release.
Is there a functional link between binding kinetics and thermodynamic driving forces?
The two thrombin-binding interactions studied here have very different functions. The thrombinTM interaction needs to be rapid and reversible, while the thrombinmAb interaction needs to be highly specific and irreversible. The functional difference is reflected in the binding kinetics. The reversible interaction (fast kd) is required to have a rapid ka to achieve tight binding, while the irreversible interaction has an optimized kd. These kinetic differences are not seen in the overall equilibrium constant, or in the
Gbind. The kinetic differences appear to be reflected in the degree to which the interaction is driven by enthalpy. Theoretical studies point out that highly specific interactions are expected to have smooth, funneled energy landscapes, while proteins that bind more than one target have broader recognition specificity and a rugged funnel (Tsai et al. 1999; Shoemaker et al. 2000). Studies of antibody antigen interactions show a strong dependence of the kd on temperature (Eyring analysis), suggesting that the microscopic events that result in favorable
H are rate limiting for the dissociation reaction and take place once the complex is formed (Zeder-Lutz et al. 1997; Day et al. 2002). It makes sense, then, that interactions with a slow kd will be enthalpy driven. On the other hand, rapidly reversible interactions, if they are to achieve tight binding, must evolve rapid kas. The thrombinTM interaction association has significant electrostatic steering, which contributes to a favorable entropy of binding. The largest contribution to the favorable
Gbind, however, appears to be release of H2O molecules from the interface. It will be interesting to see if rapidly reversible proteinprotein interactions are generally driven by entropy, and whether release of H2O molecules is generally a dominant contribution to
Gbind in these interactions.
| Materials and methods |
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Human thrombin was purified from plasma barium citrate eluate purchased from Sigma according to the method of Ni et al. (1990) and purified by chromatography on a MonoS 10/10 column using a gradient of 100 mM to 500 mM NaCl in NaKPO4 buffer, pH 6.5 (Ni et al. 1990). Thrombin eluted from the column at approx. 250 mM NaCl, and was concentrated to 1.5 mg/mL and stored in small portions at -70°C. Active thrombin was stored frozen at -70°C for less than 3 weeks before use. For Biacore, thrombin was thawed, treated with PPACK, purified by chromatography on a Mono S 10/10 column as described above, stored at -70°C, and used within 1 week. For mass spectrometry, thrombin was exchanged into 12.5 mM potassium phosphate buffer, 25 mM NaCl, pH 6.5, using a Centricon-10 filter. Aliquots containing 435 pmole of thrombin, 375 nm K2PO4, and 750 nm NaCl were lyophilized and stored at -20°C until use. TMEGF45 aliquots contained 3.18 nm.
Protein concentrations were determined by the bicinchoninic (BCA) assay (Pierce) and spectrophotometrically using an
280 = 74,140 M-1 cm-1 for human and bovine thrombin,
280 = 204,500 M-1 cm-1 for mAb and
280 = 3840 M-1 cm-1 for TMEGF45.
Measurement of binding kinetics
Surface plasmon resonance experiments were performed using a BIACORE 3000 surface plasmon resonance instrument (Biacore, Inc.) as described in detail elsewhere (Baerga-Ortiz et al. 2000). Biotin-labeled TMEGF456 (570 response units) was coupled to an SA (streptavidin) sensor chip on a BIACORE 3000 instrument. For the TMEGF456 experiments, the blank channel was biotin treated. All sensorgrams shown are subtractions of data from a blank channel subtracted from a TMEGF456 channel. The mAb (1 mg/mL, 50 mM NaBorate pH 9.0, 3 M NaCl flowed to attain 300 response units on the surface) was covalently linked to protein G that was first covalently linked to a CM5 chip using ethyl diethyl carbodiimide: N-hydroxysuccinimide (EDC/NHS) coupling according to manufacturers instructions. The mAb was crosslinked to the protein G using 20 mM dimethylpimelimidate (Pierce Chemicals, in 50 mM NaH2BO3 pH 9.0, 3 M NaCl) injected for 30 min at a flow rate of 5 µL/min. The cross-linking reaction was quenched with 1 M ethanolamine pH 8.0 and the noncovalently linked mAb was removed from the surface by washing with 10 mM Glycine pH 1.7. For the mAb experiments, the blank channel also contained protein G coupled at the same levels, and sensorgrams were data from a protein G channel subtracted from data from a mAb channel.
Sensorgrams were collected for PPACK-thrombin (0.78 nM, 1.56 nM, 3.125 nM, 6.25 nM, 12.5 nM, 25 nM prepared by serial dilution) in 10 mM HEPES buffer, 150 mM NaCl, 2.5 mM CaCl2 (pH 7.4). The thrombinTMEGF456 experiments were carried out at a flow rate of 100 µL/min and at a sampling rate of 5 Hz on a BIACORE 3000. The thrombinmAb experiments were carried out at a flow rate of 20 µL/min and the same sampling rate. No surface regeneration was required for the thrombinTMEGF456 interaction, but due to the slow dissociation of the thrombinmAb complex, regeneration of the surface was accomplished by injection of 10 mM glycine, pH 2.0 for 30 sec. A typical experiment used the six thrombin concentrations with a regeneration step in between and regeneration was assessed as complete in each case by the fact that the baseline returned to zero (see Fig. 2A
or Fig. 4
for baseline assessment). Rate constants for association (ka) and dissociation (kd) and the dissociation constant (KD) were obtained by globally fitting the data from five or six injections of different concentrations of thrombin using the BIAevaluation software version 3.0 using the simple 1 : 1 Langmuir binding model. Statistical analysis of the curve fits or both dissociation and association phases of the sensorgrams show low
2 values (Table 1
).
For the temperature dependence studies, the same surfaces were used but the temperature was set at different values within the BIACORE range of 279 K to 313 K and allowed to equilibrate overnight. For each experiment, at least two independent sets of experiments were performed, and the average of the measured values (KD for the vant Hoff analysis, and ka or kd for the Eyring analysis) and the standard deviation of the mean was determined. The data from the 279 K study of the thrombinmAb interaction was not used in the final data analysis because the binding became so slow that global fitting of the data resulted in an overestimate of the Rmax (Table 1
).
Studies of the ionic strength dependence of the interaction were carried out by equilibrating the instrument overnight in identical buffers with varying concentrations of NaCl (from 100300 mM) as described previously (Baerga-Ortiz et al. 2000). In the previous studies, we also showed that the thrombinTMEGF456 interaction showed identical ionic strength variation whether the salt added was NaCl or (CH3)4NCl, demonstrating a general ionic strength dependence and not a specific cation effect. For each experiment, at least two independent sets of experiments were performed, and the average of the measured values of ka from global fitting were used in the Debye-Huckel analysis.
Isothermal titration calorimetry
Experiments were carried out using an MCS ITC unit (Microcal Inc.). Samples were prepared by dialyzing all interacting components extensively into 150 mM NaCl, 25 mM KH2P04 (pH 6.5). Titrations were performed as described elsewhere (Wiseman et al. 1989; Ladbury and Chowdhry 1996). In a typical experiment 19 injections of 15 µL each of human or bovine thrombin (70 µM), spaced 300 sec apart, were made into mAb (3 µM) or TMEGF45 (9 µM), respectively, in the cell. Heats of dilution of the human and bovine thrombin into buffer were determined in separate experiments and subtracted prior to the analysis of the titration. The data were analyzed using the ORIGIN software supplied with the instrument according to a single binding site model. The antibody binding sites were assumed to be independent and an effective concentration of antibody binding sites was assumed. Due to the high affinity of the thrombinmAb complex and the slow aggregation of the mAb within the ITC instrument Kobs could not be obtained with high certainty. The concentration of active antibody was therefore adjusted based on a 1 : 1 stoichiometry of interaction. However, this does not affect the value of the
H determined, which is dependent only on the concentration of thrombin in the syringe.
Mass spectrometry
Matrix-assisted laser desorption time-of-flight (MALDI-TOF) mass spectra were acquired on a Voyager DE STR (PE Biosystems). Data were acquired as described elsewhere (Mandell et al. 1998b). All reported masses are theoretical monoisotopic MH+ masses unless otherwise noted. The matrix used was 5 mg/mL
-cyano-4-hydroxycinnamic acid (Sigma), in a solution containing 1 : 1 : 1 acetonitrile, ethanol, and 0.1% TFA and was adjusted to pH 2.2 with 2% TFA using an Inlab 423 pH electrode (Mettler Toledo). The identification of each peptide in the digest mixture was described previously (Mandell et al. 1998a).
H/2H exchange experiments for the mAbthrombin interaction were carried out using mAb that was coupled to a solid support as described elsewhere (Baerga-Ortiz et al. 2002). In these experiments, 750 pmole of thrombin were resuspended from the solid state in 3 µL of D2O. The resuspended sample had total concentration of 50 mM NaH2PO4/20 mM Tris pH 7.9 and 50 mM NaCl and was allowed to exchange with D2O for 10 min. The mAb beads were washed in D2O 50 mM NaH2PO4 pH 6.5 to a final volume of 27 µL. After 10 min the deuterated mAb beads were mixed with the deuterated thrombin in a total volume of 30 µL, and the complex was allowed to form for another 10 min. The complexes were allowed to back exchange with water by adding 270 µL of water. During the back exchange time, the samples were centrifuged for 20 sec, decanted, and another 270 µL of H2O was added and the sample was decanted to 30 µL. After back exchange times of 0, 1, 2, 5, 10, 20, and 30 min, the reaction was quenched and the thrombin eluted from the mAb beads by adding 30 µL of a solution containing 1 : 1 (0.1% TFA pH 2.25 : 1-propanol). The mAb beads were spun down and discarded, while the supernatant containing the thrombin was mixed with 100 µL containing 50 µL of immobilized pepsin for 5 min. After pepsin digestion, the immobilized pepsin was removed by centrifugation and the supernatant containing the peptic fragments of thrombin was flash frozen in liquid nitrogen and saved in the -70°C freezer.
Controls without the mAb were subjected to the same treatment as the mAb samples. Thrombin was again suspended in 3 µL D2O for 20 min and back exchange was done by adding 30 µL of water for the same amounts of time as the mAb samples. A solution of 1 : 1 (0.1% TFA pH 2.5 : 1-propanol) 30 µL, was mixed with the 30 µL of thrombin solution and 30 µL of this mixture was mixed with 100 µL of pepsin. The rest of the experiment was carried out in exactly the same way for the controls as for the mAb sample.
The way in which the thrombinTMEGF45 amide H/2H exchange measurements were obtained and analyzed is described in detail in Mandell et al. (2001). The two lyophilized proteins (with buffer) were each dissolved in 6 µL of D2O containing 25 mM Tris base (for pH 7.9) and allowed to exchange for 8 min. The two protein solutions were mixed and allowed to complex for 2 min, and then diluted 10 fold into H2O for off-exchange. Control samples contained the same amount of thrombin in 12 µL of D2O. After varying times, the off-exchange reaction was quenched by addition of 2% TFA to a final pH of 2.2, rapidly chilled to 0°C, and digested with immobilized pepsin. The digested mixture was frozen in liquid N2 until analysis by MALDI-TOF the next day.
Frozen samples were quickly (<30 sec) defrosted to 0°C, mixed 1 : 1 with 0°C matrix, and 0.5 µL was spotted onto a chilled MALDI target. The target was vacuum dried in ~1 min, transferred as quickly as possible (<10 sec) to the mass spectrometer, and analyzed. Data were collected for 256 scans over 256 sec (Mandell et al. 1998b). Mass spectra were calibrated and the average mass of a peptide was calculated by determining the centroid of its isotopic envelope as previously described (Mandell et al. 1998b). The difference between the average masses of the deuterated and nondeuterated peptide gave the number of deuterons incorporated. A back-exchange correction factor based on the amount of deuteration of solvent-accessible peptides after long times was applied to all data. Kinetic data were fit to multiexponential models implemented in KaleidaGraph 3.0 (Synergy Software, Inc.; Mandell et al. 2001). A three-exponential model was required for the region from 97117 because some amides showed intermediately slowed exchange rates on the order of 0.5 min-1 and others were essentially inaccessible with exchange with rates lower than 0.1 min-1. A two-exponential model was used to fit the other curves.
Molecular modeling of solvent association
The simulation of the water molecules that contact thrombin was carried out using Insight II version 98 (Accelrys). The crystal structure of free thrombin was soaked with a hydration shell of 5 Å. The soaked model was then subjected to 2.5 psec of molecular dynamics at 298 K. During the dynamics simulation, energy minimizations of 10,000 steepest descents were carried out every 0.5 psec and a snapshot of the soaked model was saved at the same time interval. The water molecules contacting a region of thrombin were defined as those within 4 Å of the amino acid stretch that defines the region. These water molecules were counted and averaged over the five snapshots taken during the simulation.
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