Trehalose Mediated Inhibition of Lactate Dehydrogenase from Rabbit

Mar 29, 2018 - Lactate dehydrogenase (LDH) catalyzes the reduction of pyruvate to lactate by using NADH. LDH kinetics has been proposed to be dependen...
0 downloads 6 Views 2MB Size
Subscriber access provided by UNIVERSITY OF TOLEDO LIBRARIES

B: Biophysical Chemistry and Biomolecules

Trehalose Mediated Inhibition of Lactate Dehydrogenase from Rabbit Muscle. The Application of Kramers´ Theory in Enzyme Catalysis Juan M. Hernández-Meza, and José G. Sampedro J. Phys. Chem. B, Just Accepted Manuscript • DOI: 10.1021/acs.jpcb.8b01656 • Publication Date (Web): 29 Mar 2018 Downloaded from http://pubs.acs.org on March 29, 2018

Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.

is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.

Page 1 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Trehalose Mediated Inhibition of Lactate Dehydrogenase from Rabbit Muscle. The Application of Kramers´ Theory in Enzyme Catalysis Juan M. Hernández-Meza and José G. Sampedro* Instituto de Física, Universidad Autónoma de San Luis Potosí. Manuel Nava 6, Zona Universitaria, C.P. 78290. San Luis Potosí, SLP. México

1 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

ABSTRACT: Lactate dehydrogenase (LDH) catalyzes the reduction of pyruvate to lactate by using NADH. LDH kinetics has been proposed to be dependent on the dynamics of a loop over the active site. Kramers´ theory has been useful in the study of enzyme catalysis dependent on large structural dynamics. In this work, LDH kinetics was studied in the presence of trehalose and at different temperatures. In the absence of trehalose, temperature increase raised exponentially the LDH Vmax and revealed a sigmoid transition of Km towards a low-affinity state similar to protein unfolding. Notably, LDH Vmax diminished when in the presence of trehalose, while pyruvate affinity increased and the temperature-mediated binding site transition was hindered. The effect of trehalose on kcat was viscosity dependent as described by Kramers´ theory since Vmax correlated inversely with the viscosity of the medium. As result, activation energy (Ea) for pyruvate reduction was dramatically increased by trehalose presence. This work provides experimental evidence that the dynamics of a structural component in LDH is essential for catalysis, i.e. the closing of the loop on the active site. While the trehalose mediated-increased of pyruvate affinity is proposed to be due to the compaction and/or increase of structural order at the binding site.

2 Environment ACS Paragon Plus

Page 2 of 33

Page 3 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

INTRODUCTION The enzyme lactate dehydrogenase (LDH, E.C. 1.1.1.27) performs the conversion of pyruvate to lactate by using NADH as reducing molecule.1 LDH is present in mammal tissues displaying highly active glycolysis such as muscles under intense exercise (anaerobic fermentation), red cells, cancer cells2,3 (aerobic glycolysis/Warburg effect), and others. LDH is a tetramer and depending on the tissue, it is formed or not by a combination of different isozymes.4 All LDHs essentially share the same structural topology and identical binding site structure.5 LDH kinetics and catalytic mechanism have been of high interest,6,7 i.e., it has been proposed that both depend on the dynamics of LDH structure8,9 as a whole and locally by the closing of a loop above the substrate binding site.7,10 Further, LDH is important as a monitor of human health status11,12 (the assay of LDH activity is routinely performed in clinical laboratories)13 and recently has come to be a target for development of inhibitors for cancer treatment.3,14–19 In addition, the use of LDH as biosensor has gained high interest and thus the study of the enzyme under nonstandard conditions is of utmost importance.20–22 LDH has been used also as a model enzyme in protein stability studies.23–27 In this regard, it is known that protein unfolding involves the diffusion of protein structure away from the native state.28 In some organisms, the disaccharide trehalose is accumulated at high concentrations (0.5 M) when under stress.29–31 Trehalose (a non-reducing carbohydrate) has been amply demonstrated to be both a highly effective stabilizer against both freeze-drying and heat inactivation of enzymes.32–34 Trehalose stabilizes the structure of enzymes by hampering the structural dynamics leading to unfolding through increasing the viscosity of the medium and by compacting the protein native state.34–36 The efficiency of trehalose is based on its inert chemical structure and to the interaction with water molecules at the protein surface.37–40 Trehalose-protein interaction favors the compactness of the folded state of proteins while preventing structural

3 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

motions (through increasing the viscosity of the medium) away from the native state.36,37 However, trehalose presence also leads to the inhibition of some enzymes through the same mechanism described for protein stabilization.41,42 Therefore, it has been used to study enzyme catalysis in structural-dynamics dependent reactions.32,35,41 The relationship of enzyme structural dynamics in catalysis with the viscosity of the medium (generated by trehalose) has been studied by using Kramers´ theory.35,43,44 This theory allows the analysis of enzyme activity in viscous solutions by evidencing the presence or not of diffusive structural components in the catalytic mechanism of enzymes.32,41,42 In this work, LDH kinetics (pyruvate reduction to lactate) was studied in the absence and presence of the disaccharide trehalose and at different temperatures. The dependence of kinetics parameters upon temperature was determined first in the absence of trehalose: Vmax increased exponentially and Km displayed a sigmoid transition toward a low-affinity value similar to that of protein unfolding. Interestingly, physiological concentrations of trehalose did inhibit LDH catalysis as Vmax decreased in its presence. By contrast, trehalose presence increased LDH affinity (by decreasing Km) and also prevented the temperature-mediated transition toward the low-affinity state. Notably, the maximum catalytic rate (Vmax) was inversely dependent on the viscosity of the medium as described by Kramers´ theory.35,43 As result, LDH activation energy (Ea) for catalysis was increased. LDH catalytic cycle involves an important structural motion, probably that of the loop closing the active site as suggested by molecular dynamics simulation.7,10,45 Further, trehalose increased catalytic efficiency by increasing LDH affinity probably through the compaction and promotion of active site order.

4 Environment ACS Paragon Plus

Page 4 of 33

Page 5 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

EXPERIMENTAL SECTION Materials. Lactate dehydrogenase (LDH) type II from rabbit muscle suspended in ammonium sulfate was acquired from Roche Diagnostic Corp. (Indianapolis, IN. USA). Sodium pyruvate, trehalose, NADH, 1,4-piperazinediethanesulfonic acid (PIPES) were from Sigma-Aldrich® (Merck KgaA, Darmstadt, Germany). Electrophoresis reagents and Bradford kit for protein concentration determination and Coomassie Blue R-250 were from BioRad® Laboratories, Inc. (Hercules, CA. USA). All other reagents were of the highest quality available commercially. Lactate dehydrogenase (LDH) purification. LDH suspension in ammonium sulfate salt (3.2 M) contains minor protein contaminants as evaluated by SDS-PAGE and visualized by Coomassie Blue R-250 staining. LDH was further purified as follows: ammonium sulfate salt (3.2 M) was removed from the LDH suspension by using PD10 desalting column® from GE Healthcare Bio-Sciences AB (Uppsala, Sweden), LDH and its protein contaminants were eluted with buffer PIPES 10 mM, pH 7.0. Then, protein contaminants were removed by ion exchange chromatography using a 5 mL HiTrap Q HP column from GE Healthcare Bio-Sciences AB, and LDH eluted with a linear concentration gradient of NaCl (1M stock solution in buffer PIPES 10 mM, pH 7.0). LDH elution was monitored by absorbance at a wavelength of 280 nm. Fractions containing LDH were pooled and then, desalted with a PD10 desalting column®. LDH concentration was determined by the Bradford assay using γ-globulin as standard.46 Protein purity (>95% by densitometry) was verified by SDS-PAGE and Coomassie Blue R-250 staining (Figure S1). LDH activity assay. LDH activity was assayed as described by Demchenko et al.,47 briefly: LDH (0.54 µg) was suspended in 2 mL of buffer PIPES 10 mM (pH 7.0), containing NADH 200 µM, pyruvic acid (0.1 - 1.2 mM), and trehalose (0 - 0.8 M) as indicated. NADH oxidation

5 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

Page 6 of 33

coupled to pyruvate reduction was followed spectrophotometrically at a wavelength (λ) of 340 nm. The rate of LDH reaction was calculated from the slope of the linear portion by using a molar extinction coefficient (ε) of 6,200 M-1cm-1. Dynamic viscosity measurement. A falling ball type viscometer (Gilmont Instruments Inc., Barrington, Il), mounted in a constant-temperature chamber was employed as described by Uribe and Sampedro.42 Trehalose solutions (0 – 0.8 M) were prepared in 10 mM PIPES, pH 7.0 and dynamic viscosity (cP) determined at different temperatures (25 – 35 °C). Before the measurement of ball descent, trehalose solutions were degassed and allowed to equilibrate at each temperature of test for 10 min. Data analysis. The velocity (v) of NADH oxidation (pyruvate reduction) was plotted against the concentration of pyruvate (S). Then, the data were fitted to the Michaelis-Menten equation (Eq. 1) by non-linear regression using the iterative program Microcal Origin 6.0® (Microcal Software Inc. MA). v = Vmax · S / Km + S

(1)

where Vmax is the maximum velocity, which is proportional to the rate constant of catalysis (kcat) relative to the total concentration ([Et]) of the enzyme (Vmax = kcat[Et]), Km is the MichaelisMenten constant, or the substrate concentration when v = 0.5Vmax. LDH efficiency at a given condition was calculated as the quotient kcat/Km. The activation energy (Ea) for pyruvate reduction by LDH was calculated from the slope value of the generated straight line by linear regression using the logarithmic form of the Arrhenius equation (Eq. 2) plotting ln Vmax versus 1/T. ln Vmax = ln A - (Ea/RT)

(2)

where R is the gas constant (8.315 J/molK), T is the absolute temperature and A is a constant.

6 Environment ACS Paragon Plus

Page 7 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

The dynamic viscosity of trehalose solutions at the indicated temperature (25 - 35°C) was determined by using the time of ball descent and equation 3 (Eq. 3) as described elsewhere.41,42 η = K·(δb-δl)·t

(3)

where η is the solution viscosity in cP, K is the viscometer constant, δb is the density of the ball, δl is the density of the liquid and t is the time of ball descent. Falling ball viscometer was calibrated with pure water at different temperatures. The calculated water viscosities were similar to the universal accepted values48 (Figure S2). Standard deviation for trehalose viscosity data was less than 5%.41,42 Analysis of LDH reaction rates in trehalose solutions was performed according to Kramers´ theory.41,42,44,49 Kramers´ theory describes the rate of protein unfolding and enzyme catalysis (involving structural motions) relative to viscosity (friction) of the suspending medium.35,42 In enzyme catalysis, when reaction is coupled to the viscosity of the medium the rate constant (Vmax or kcat) shows an inversely direct linear relationship with viscosity as described in equation 4 (Eq. 4).35,43 Vmax = η-1 exp (∆U/RT)

(4)

where Vmax is the maximum rate of catalysis for a given enzyme, ∆U is the height of the potential energy barrier imposed by friction of the protein mobile structure with molecules of the medium,35,43 η is the viscosity of the medium, R is the gas constant (8.315 J (K·mol)-1) and T the absolute temperature. Enzyme catalysis dependence on viscosity is generally observed as a linear decrease in Vmax as viscosity (η) increases.35,50

RESULTS AND DISCUSSION Effect of temperature on LDH kinetics. LDH activity was assayed at the range of temperature from 25 to 35 °C as this seems to be the optimum for catalysis (Figure 1a).51–53 At 7 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

25 °C, LDH kinetics was hyperbolic with pyruvate as substrate (Figure 1a). Velocity data were analyzed by non-linear regression using the Michaelis-Menten equation 1 (Eq. 1, Figure 1a). The calculated kinetics parameters were Vmax = 355.5 ± 7.1 µmoles pyruvate(minmg prot)-1 and Km = 96.3 ± 0.8 µM pyruvate, these values were similar to those previously reported.54 Then, as assay temperature was increased (2.5 °C, stepwise), Vmax increased exponentially reaching a value at 35 °C of 618.5 ± 8.6 µmoles pyruvate(minmg prot)-1 (Figure 1a). Thus, the maximum rate of LDH catalysis doubled (Figure 1a) in agreement with the general observation that catalytic rate for enzymes doubles every 10 °C.55 However, at temperatures above 35 °C the increase of LDH activity began to deviate from the exponential pattern, the above probably because of a decrease in affinity (discussed below) and/or thermal inactivation (Figure 2a, inset). 53,54,56

The calculated Vmax was used to determine the activation energy (Ea) for pyruvate

reduction by using the Arrhenius equation (Eq. 2, Figure 2a), Ea = 43.09 ± 0.89 kJ/mol (Figure 2). The Ea value was in good agreement to that published (Figure 2a).57

(a)

(b)

8 Environment ACS Paragon Plus

Page 8 of 33

Page 9 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Figure 1. Effect of temperature on LDH kinetics. LDH activity (pyruvate reduction) was determined spectrophotometrically monitoring the absorbance of NADH at λ= 340 nm in a constant temperature cuvette chamber. The velocity of pyruvate reduction was calculated from the straight portion of the absorbance decay line formed. (a) LDH velocity data at temperatures:  25.0,  27.5,  30.0,  32.5 and  35.0 °C. Data velocities were fitted to the MichaelisMenten equation (Eq. 1) by non-linear regression. (b) Lineweaver-Burk plot of data in (a). Linear regression of the data is shown; r values were above 0.98 in all dataset. The x- and y-axis intercept values are -1/Km and 1/Vmax, respectively. The experiment was performed three times and standard deviation (SD) was less than 5%. LDH affinity for pyruvate (Km) decreased when assay temperature was increased (Figure 1b and Figure 2b). In the Lineweaver-Burk plot, the x-axis intercept (-1/Km) of the straight lines generated by linear regression of the data showed a displacement toward the origin (O) as temperature increased (Figure 1b). Km at 30 °C (149 µM pyruvate, Figure 2b) was in good agreement to that reported previously for LDH from rabbit muscle54,58 and above 35 °C, no further change was observed (data not shown).54 Notably, when plotted Km versus temperature a sigmoid pattern was observed (Figure 2b) evidencing a two-state binding site structure. Thus, suggesting thermal-modulation of LDH affinity for pyruvate (Figure 2b). The calculated transition temperature was 28.8 ± 0.6 °C. In agreement with this result, it has been reported that high temperature induces high flexibility in the whole LDH structure and a distortion of the catalytic pocket and its structural surroundings.51 Therefore, it was concluded that temperature modulates the structure of LDH pyruvate binding site, leading it to fluctuate between high- and low-affinity state at low and high temperature, respectively. Whether the temperature-mediated modulation of LDH affinity for pyruvate has a role in cellular metabolism, its energy status

9 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

Page 10 of 33

and/or temperature adaptation is a matter of future experiments/discussion.57,58 Nonetheless, it is already known that LDH from cod (Gadus morhua) displays low Km values (high affinity) for pyruvate at low temperatures.57

(a)

(b)

Figure 2. Effect of temperature on LDH kinetic parameters. (a) Arrhenius plot for LDH catalysis. The activation energy (Ea) was calculated from the slope value as described by the Arrhenius equation 2 (Eq. 2), Ea = 43.1 ± 0.9 kJ/mol. Inset, LDH Vmax at different temperatures. The data were fitted to a single exponential equation up to 35 °C. Vmax at temperatures above 35 °C were not included in the fitting in figure (a) because of thermal inactivation of LDH. (b) Plot of LDH Km versus temperature. Km data were fitted by non-linear regression to the Boltzmann equation. The calculated temperature for Km transition was 28.8 ± 0.6 °C.







:   ↔ :      ↔ : :  !"

(5)

In LDH, the formation of the catalytic complex LDH:NADH:pyruvate has been of great interest thus amply studied.9,10,59–61 A kinetic mechanism has been proposed (Eq. 5).60 The

10 Environment ACS Paragon Plus

Page 11 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

present study on LDH kinetics dependence to temperature provides some insight about such process, as it is known that the active site in enzymes is the most thermally-sensitive structural element,62 e.g., it has been reported in psychrophilic enzymes that activity is usually lost before the protein becomes denatured.62 Local structural changes take place in LDH before (K1 in Eq. 5) and after binding of pyruvate (K2 in Eq. 5).10,59 In this regard, studies on oxamate (a pyruvate analogue) binding to binary complex LDH:NADH using temperature jump infrared spectroscopy showed that temperature increase (from 20 to 35 °C) does not favor the formation of the LDH:NADH:pyruvate complex.59 More recently, studies on LDH (from rabbit muscle) using neutron spin echo spectroscopy in conjunction with molecular dynamics simulations showed that increasing temperature leads to distorting the catalytic site and its structural surroundings.51 Thus demonstrating that thermally induced structural changes in LDH active site dissipates to nonproductive states (probably LDH:NADHclosed in Eq. 5)51 compromising catalysis. The present result suggested that LDH:NADHclosed complex harbors a partially unordered/unfolded binding site displaying low affinity for pyruvate. Certainly, this suggestion does not mean a large-scale unfolding of pyruvate binding site but rather subtle variations in local structure and water arrangement.10 Effect of trehalose on the rate of catalysis of LDH. The rate-limiting step for LDH turnover (kcat) has been proposed to be the movement of closure of a loop over the binding pocket after complexation of pyruvate.10,63 Currently, it is being recognized that motions of active site loops in enzymes may have an essential role in catalysis.64 Therefore, it was hypothesized that the disaccharide trehalose may modulate LDH catalytic step (kcat).

11 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

(a)

(b)

Figure 3. Effect of physiological concentrations of trehalose on LDH kinetics. The LDH assay reaction included trehalose at concentrations of  0,  0.2,  0.4,  0.6 and  0.8 M. (a) and (b) LDH kinetics in the presence of trehalose at 25 and 35 °C, respectively. LDH velocity data were fitted by non-linear regression to Michaelis-Menten equation 1 (Eq. 1). LDH kinetics was studied in the presence of physiological concentrations of trehalose30 and at different temperatures. At 25 °C, the LDH catalytic rate (velocity) decreased by the presence of trehalose (Figure 3a). Velocity data were fitted by non-linear regression to the Michaelis-Menten equation 1 (Eq. 1) and kinetic parameters calculated. LDH kinetics in the presence of trehalose was hyperbolic, except that Vmax decreased as trehalose concentration increased (Figure 3a). Trehalose effect on LDH catalysis (Vmax) decreased as assay temperature increased thus at 35 °C, Vmax was only slightly modified (Figure 3b). Inhibition of enzyme catalysis (Vmax) by trehalose has been reported before on the plasma membrane H+-ATPase from the yeast Kluyveromyces lactis.41 Similarly, it has been reported that dextran (a complexly branched glucan) inhibits the activity of LDH and yeast alcohol dehydrogenase (YADH).65,66

12 Environment ACS Paragon Plus

Page 12 of 33

Page 13 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Kramers´ theory and trehalose-mediated LDH inhibition. Trehalose effect on LDH catalysis (Vmax) decreased as assay temperature increased thus at 35 °C Vmax was only slightly modified (Figure 3b). The Vmax temperature behavior in the presence of trehalose suggested the probable mechanism of inhibition, namely by friction with molecules of the medium (trehalose and water) or viscosity-mediated. As mentioned above, it has been proposed that the motion of a structural loop near the binding site is essential for catalysis.10 Thus, it seems plausible that the observed inhibition of LDH activity in the presence of trehalose may be due to hampering the movement of this structural loop by viscosity.35,41As temperature rises, thermal energy becomes available thus allowing the motion of the loop over the LDH active site.67 Kramers´ theory has been used to analyze protein folding-unfolding49,68 and enzyme kinetics in viscous solutions.35,41,42,44 It has been demonstrated that viscosity (η) modulates the rate of enzyme reactions when a structural diffusive catalytic step is present.35,43 In order to test the above hypothesis, first it was determined the viscosity of trehalose solutions at all concentrations and assay temperatures.42 Then, Vmax was plotted versus the inverse of solution viscosity (η-1) as stated in equation 4 (Eq. 4, Figure 4a). The plot shows clearly that the maximum catalytic rate (Vmax) of LDH was dependent on viscosity (η) of the medium at all temperatures tested (Figure 4a). This result provides experimental support to the proposal that a diffusive structural motif in LDH is essential for catalysis (Figure 4b).10,63 The involvement of others mechanisms such as a direct and specific interaction of trehalose molecules with the binding pocket (water-trehalose hydrogen bond replacement)69 or the indirect effect of the trehalose coating on the structure and dynamics of water in the ligand pocket domain (trapped water layer)70,71 may be ruled out, as molecular dynamics simulation neither shows that trehalose (at 0.5M) removes water from protein surface nor establishes hydrogen bonds with the protein.72 Therefore, it was concluded

13 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

that trehalose modulates the rate of LDH catalysis through the viscosity of the medium (Figure 4a).

(a)

(b)

Figure 4. (a) LDH Vmax dependence on the viscosity of the medium. The viscosity (η) of trehalose solutions (0, 0.2, 0.4, 0.6 and 0.8 M) was determined by using a falling ball viscometer as described in methods. LDH Vmax in the presence of trehalose was determined as described in Figure 3 at the following temperatures:  25.0,  27.5,  30.0,  32.5 and  35.0 °C. Linear regression of the data was performed by using the modified Kramers´ equation 4 (Eq. 4). (b) Proposed hampering of the motion of the LDH catalytic loop by increased the viscosity of the medium (η) generated by trehalose. The amino acid residues involved in pyruvate binding (H192, N137, R168, and T247) and catalysis (R105) are in sticks in the three-dimensional (3D) structure of the LDH (PDB entry 3H3F) monomer. After pyruvate binding, the catalytic loop (amino acid residues 98 – 110) moves over the active site to promote hydrogen transfer via polarization of carbonyl group of pyruvate by R105.

14 Environment ACS Paragon Plus

Page 14 of 33

Page 15 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Figure 5. Effect of trehalose on the activation energy (Ea) for pyruvate reduction by LDH. Arrhenius plot was generated by using the calculated Vmax at different trehalose concentrations:  0,  0.2,  0.4,  0.6 and  0.8 M. The activation energy (Ea) was calculated from the line slope value (m = -Ea/R) by linear regression of the data according to Eq. 2. Inset, dependence of Ea on trehalose concentration. Ea data were fitted by nonlinear regression to a single exponential equation. Effect of trehalose on LDH activation energy (Ea). The Ea for LDH catalysis was determined by using the Arrhenius equation (Eq. 2) (Figure 5). Trehalose led to increasing exponentially the energy barrier for pyruvate reduction (Figure 5, inset) from Ea = 43.1 to 66.0 kJ/mol in the absence and presence of 0.8 M trehalose, respectively. The increased energy barrier for catalysis probably resulted from the trehalose-mediated hampering of catalytic loop movement over the active site (Figure 4b).37 Therefore, transition state formation and stabilization become less probable in LDH when viscosity increases (Figure 4 and Figure 5, inset). Trehalose is a matrix forming carbohydrate when water content is low.71 Therefore, under

15 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

this condition LDH activity would cease because of the high energy barrier imposed for pyruvate reduction (Figure 5 and inset).

Figure 6. Effect of trehalose on LDH Km at different temperatures. LDH kinetics was performed as described in Figure 3 in the presence of different trehalose concentrations and temperatures. Km values were calculated by fitting the data by nonlinear regression to Michaelis-Menten equation (Eq. 1). Effect of trehalose on pyruvate affinity in LDH. Km decreased in the presence of trehalose thus LDH displayed a higher affinity for pyruvate than in its absence (Figure 6). The effect on Km seems to be due to the increase in the compactness of the binding site.36 Trehalose probably promoted the best active site structural arrangement similar to that observed in glucose oxidase from Aspergillus niger.32 It is known that the effect of trehalose on protein structure is associated with the slowing down of water dynamics around the disaccharide moiety,73 which results from the stable trehalose-water interaction. Trehalose also slows down the dynamics of protein hydration waters,74 the above due to the coupling of protein surface, water, and trehalose.71,75

16 Environment ACS Paragon Plus

Page 16 of 33

Page 17 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Nonetheless, the present results on Km suggested that trehalose favored the equilibrium toward a compact ordered state of the binding site (LDH:NADHopen) thus, facilitating the binding of pyruvate (K2 in Eq. 5) (Figure 6).76 In this regard, LDH active site appears highly hydrophilic when analyzed with Kite and Doolittle77 hydropathy criteria (results not shown). Further, two disordered segments were identified when LDH amino acid sequence was analyzed as described by Linding et al. (Figure 7a).78 Notably, amino acid residues between 189 and 201 form an intrinsically disordered loop (Figure 7a), where the histidine residue (H192) involved in pyruvate binding and complex stabilization is located (Figure 7b). Therefore, it seems probable that trehalose decreased the fluctuations of the disordered loop favoring the proper arrangement of the binding site (Figure 7b) and as consequence enhancing pyruvate affinity (Figure 6), i.e., structural dynamics simulation showed that the transition from the LDH:NADHclosed to LDH:NADHopen states (K1 in Eq. 5) involves changes in solvation and hydrogen bonds rearrangements in pyruvate binding site.10 In agreement to the above suggestion, Tsai et al.67 stated that the number of conformations a protein may access reduces significantly in a viscous solvent.67 In addition, it has been observed that trehalose increases the binding affinity for glucose in human glucokinase by shifting the protein conformation to a condensed state.79 Furthermore, Das et al.36 showed that trehalose decreases the hydrodynamic radius of BSA (compacting its structure) leading to decrease its ligand binding capacity.36 Effect of trehalose on catalytic efficiency of LDH. In the absence of trehalose, LDH affinity for pyruvate decreased when temperature was increased (Figure 1b and Figure 2b), thus diminishing the enzyme catalytic efficiency (Figure 8).51 Interestingly, LDH catalytic efficiency seems to be higher at lower temperatures, e.g. at 25 °C (Figure 8). By contrast, in the presence of trehalose (0.2 - 0.8 M), Km was lower than in its absence and kept nearly constant regardless of

17 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

Page 18 of 33

assay temperature (Figure 6). In spite that trehalose decreased LDH Vmax (Figure 3), catalytic efficiency was higher in its presence (Figure 8) because of the effect on Km (Figure 6). Therefore, it was concluded that trehalose increased LDH catalytic efficiency (Figure 8) by favoring the formation of the competent (LDH:NADHopen) complex for pyruvate binding. Similarly, catalytic efficiency of glucose oxidase from Aspergillus niger is enhanced in the presence of trehalose.32

(a)

(b)

Figure 7. (a). Plot of order/disorder of the LDH structure. LDH amino acid sequence was analyzed for globularity and disorder by using the online software GlobPlot

2.3

(http://globplot.embl.de/ plot.embl.de/).78 Disordered segments (grey area) corresponds to amino acids sequences 154 – 161 and 189 – 201. (b). Pyruvate binding site in LDH (PDB entry 3H3F) monomer. Amino acid residues involved in pyruvate binding (N137, R168, H192, and T247) and catalysis (R105) are shown in sticks. Disordered (loop) amino acid segment (189 – 201) harboring pyruvate-interacting residue H192 is colored in red.

18 Environment ACS Paragon Plus

Page 19 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Figure 8. Effect of trehalose and temperature on LDH catalytic efficiency. LDH kinetics parameters were calculated as described in Figure 3. CONCLUSIONS The present results provide experimental evidence supporting the proposal that catalysis of LDH depends on the motion of a structural loop above the active site10,63 and that trehalose may hinder such motion via increased solution viscosity thus resulting in modulation of LDH activity as described by Kramers´ theory (Figure 4a).41,47 The mechanism of protein stabilization by trehalose has been claimed to be due to its effects on protein compactness and structural dynamics.34,69,80,81 Structural stability and catalysis/function in LDH seems to be intimately related to global and local flexibility,82 external and internal fluctuations, and other dynamic processes of the suspending medium like viscosity. The present results provide experimental evidence that trehalose may interplay also in LDH function through the same mechanism of

19 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

protein stabilization (Figure 6 and 8), namely by promoting the structural order of pyruvate binding site and hindering the transition from LDH:NADHopen to LDH:NADHclosed state. The above may be relevant in some organisms during diauxic curve transition, entrance to quiescence, high and low temperature, and/or desiccation.29,83,84 Therefore, enzyme catalysis optimization/adaptation to a given temperature probably results from modulation of flexibility of binding site62 whether via amino acid mutations or modification of physicochemical properties of the aqueous media. Finally, Kramers´ theory provides the scientific interpretation and the mathematical expression to analyze the effect of compatible solutes in enzyme function or the behavior of enzymes in viscous solutions.44

AUTHOR INFORMATION Corresponding Author *E-mail: [email protected]. Phone number: +52(444) 8262-300, ext.: 5715 Author Contributions The manuscript was written by J.G.S. J.M.H.-M. performed the experiments. J.G.S analyzed the experiments. All authors have given approval to the final version of the manuscript. Notes The authors declare no competing financial interest.

20 Environment ACS Paragon Plus

Page 20 of 33

Page 21 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

ACKNOWLEDGMENTS Partially supported by SEP-México (Fortalecimiento de Cuerpos Académicos 2017 – Interacciones Moleculares en Sistemas Biológicos, grant number UASLP-CA-263) and CONACYT-México (Fronteras de la Ciencia Reformulación de la Termodinámica y Estadística y la Materia fuera de Equilibrio, grant number FC-1155-2016). J.M.H-M was a recipient of a CONACYT fellowship.

ASSOCIATED CONTENT Supporting Information Available Figure S1. SDS-PAGE of purified lactate dehydrogenase (LDH) from rabbit muscle (PDF). Figure S2. Plot of water viscosity versus temperature (falling ball viscometer calibration) (PDF). This information is available free of charge via the Internet at http://pubs.acs.org.

ABBREVIATIONS LDH, lactate dehydrogenase; YADH, yeast alcohol dehydrogenase; NADH, Nicotinamide adenine dinucleotide reduced form; Ea, activation energy; SD, standard deviation; SDS-PAGE, sodium dodecyl sulfate-polyacrylamide gel electrophoresis; PIPES, 1,4piperazinediethanesulfonic acid.

21 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

REFERENCES (1)

Augoff, K.; Hryniewicz-Jankowska, A.; Tabola, R. Lactate Dehydrogenase 5: An Old Friend and a New Hope in the War on Cancer. Cancer Lett. 2015, 358, 1–7.

(2)

Feron, O. Pyruvate into Lactate and Back: From the Warburg Effect to Symbiotic Energy Fuel Exchange in Cancer Cells. Radiother. Oncol. 2009, 92, 329–333.

(3)

Kinnaird, A.; Michelakis, E. D. Metabolic Modulation of Cancer: A New Frontier with Great Translational Potential. J. Mol. Med. 2015, 93, 127–142.

(4)

Rani, R.; Kumar, V. Recent Update on Human Lactate Dehydrogenase Enzyme 5 (hLDH5) Inhibitors: A Promising Approach for Cancer Chemotherapy. J. Med. Chem. 2016, 59, 487–496.

(5)

Kim, S.; Gu, S. A.; Kim, Y. H.; Kim, K. J. Crystal Structure and Thermodynamic Properties of D-Lactate Dehydrogenase from Lactobacillus jensenii. Int. J. Biol. Macromol. 2014, 68, 151–157.

(6)

Reddish, M. J.; Callender, R.; Dyer, R. B. Resolution of Submillisecond Kinetics of Multiple Reaction Pathways for Lactate Dehydrogenase. Biophys. J. 2017, 112, 1852– 1862.

(7)

Świderek, K.; Tuñón, I.; Martí, S.; Moliner, V. Protein Conformational Landscapes and Catalysis. Influence of Active Site Conformations in the Reaction Catalyzed by L-Lactate Dehydrogenase. ACS Catal. 2015, 5, 1172–1185.

(8)

Callender, R.; Dyer, R. B. The Dynamical Nature of Enzymatic Catalysis. Acc. Chem. Res. 2015, 48, 407–413. 22 Environment ACS Paragon Plus

Page 22 of 33

Page 23 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

(9)

Deng, H.; Zhadin, N.; Callender, R. Dynamics of Protein Ligand Binding on Multiple Time Scales: NADH Binding to Lactate Dehydrogenase. Biochemistry 2001, 40, 3767– 3773.

(10)

Pineda, J. R. E. T.; Callender, R.; Schwartz, S. D. Ligand Binding and Protein Dynamics in Lactate Dehydrogenase. Biophys. J. 2007, 93, 1474–1483.

(11)

Hersey, P.; Watts, R. N.; Zhang, X. D.; Hackett, J. Metabolic Approaches to Treatment of Melanoma. Clin. Cancer Res. 2009, 15, 6490–6494.

(12)

Laganà, G.; Barreca, D.; Calderaro, A.; Bellocco, E. Lactate Dehydrogenase Inhibition: Biochemical Relevance and Therapeutical Potential. Curr. Med. Chem. 2017, 24, 1–1.

(13)

Schersch, K.; Betz, O.; Garidel, P.; Muehlau, S.; Bassarab, S.; Winter, G. Systematic Investigation of the Effect of Lyophilizate Collapse on Pharmaceutically Relevant Proteins, Part 2: Stability During Storage at Elevated Temperatures. J. Pharm. Sci. 2012, 101, 2288–2306.

(14)

Anbu, S.; Kandaswamy, M.; Kamalraj, S.; Muthumarry, J.; Varghese, B. Phosphatase-like Activity, DNA Binding, DNA Hydrolysis, Anticancer and Lactate Dehydrogenase Inhibition Activity Promoting by a New Bis-Phenanthroline Dicopper(II) Complex. Dalton Trans. 2011, 40, 7310–7318.

(15)

Scatena, R.; Bottoni, P.; Pontoglio, A.; Mastrototaro, L.; Giardina, B. Glycolytic Enzyme Inhibitors in Cancer Treatment. Expert Opin. Investig. Drugs 2008, 17, 1533–1545.

(16)

Granchi, C.; Bertini, S.; Macchia, M.; Minutolo, F. Inhibitors of Lactate Dehydrogenase Isoforms and Their Therapeutic Potentials. Curr. Med. Chem. 2010, 17, 672–697.

23 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

(17)

Fang, A.; Zhang, Q.; Fan, H.; Zhou, Y.; Yao, Y.; Zhang, Y.; Huang, X. Discovery of Human Lactate Dehydrogenase A (LDHA) Inhibitors as Anticancer Agents to Inhibit the Proliferation of MG-63 Osteosarcoma Cells. Med. Chem. Commun. 2017, 8, 1720–1726.

(18)

Rani, R.; Kumar, V. When Will Small Molecule Lactate Dehydrogenase Inhibitors Realize Their Potential in the Cancer Clinic? Future Med. Chem. 2017, 9, 1113–1115.

(19)

Fiume, L.; Vettraino, M.; Stefano, G. Di; Manerba, M.; Vettraino, M.; Di Stefano, G. Inhibition of Lactate Dehydrogenase Activity as an Approach to Cancer Therapy. Future Med. Chem. 2014, 6, 429–445.

(20)

Rathee, K.; Dhull, V.; Dhull, R.; Singh, S. Biosensors Based on Electrochemical Lactate Detection: A Comprehensive Review. Biochem. Biophys. Reports 2016, 5, 35–54.

(21)

D’Auria, S.; Gryczynski, Z.; Gryczynski, I.; Rossi, M.; Lakowicz, J. R. A Protein Biosensor for Lactate. Anal. Biochem. 2000, 283, 83–88.

(22)

Li, H.; Liu, S.; Dai, Z.; Bao, J.; Yang, X. Applications of Nanomaterials in Electrochemical Enzyme Biosensors. Sensors (Basel). 2009, 9, 8547–8561.

(23)

Adler, M.; Lee, G. Stability and Surface Activity of Lactate Dehydrogenase in SprayDried Trehalose. J. Pharm. Sci. 1999, 88, 199–208.

(24)

Engstrom, J. D.; Simpson, D. T.; Cloonan, C.; Lai, E. S.; Williams, R. O.; Barrie Kitto, G.; Johnston, K. P. Stable High Surface Area Lactate Dehydrogenase Particles Produced by Spray Freezing into Liquid Nitrogen. Eur. J. Pharm. Biopharm. 2007, 65, 163–174.

(25)

Izutsu, K.; Yoshioka, S.; Terao, T. Stabilizing Effect of Amphiphilic Excipients on the Freeze-Thawing and Freeze-Drying of Lactate Dehydrogenase. Biotechnol. Bioeng. 1994, 24 Environment ACS Paragon Plus

Page 24 of 33

Page 25 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

43, 1102–1107. (26)

Anchordoquy, T. J.; Izutsu, K.-I.; Randolph, T. W.; Carpenter, J. F. Maintenance of Quaternary Structure in the Frozen State Stabilizes Lactate Dehydrogenase during Freeze– Drying. Arch. Biochem. Biophys. 2001, 390, 35–41.

(27)

Iwai, J.; Ogawa, N.; Nagase, H.; Endo, T.; Loftsson, T.; Ueda, H. Effects of Various Cyclodextrins on the Stability of Freeze-Dried Lactate Dehydrogenase. J. Pharm. Sci. 2007, 96, 3140–3143.

(28)

Pace, C. N.; Hebert, E. J.; Shaw, K. L.; Schell, D.; Both, V.; Krajcikova, D.; Sevcik, J.; Wilson, K. S.; Dauter, Z.; Hartley, R. W.; et al. Conformational Stability and Thermodynamics of Folding of Ribonucleases Sa, Sa2 and Sa3. J. Mol. Biol. 1998, 279, 271–286.

(29)

Benbadis, L.; Cot, M.; Rigoulet, M.; Francois, J. Isolation of Two Cell Populations from Yeast during High-Level Alcoholic Fermentation That Resemble Quiescent and Nonquiescent Cells from the Stationary Phase on Glucose. FEMS Yeast Res. 2009, 9, 1172–1186.

(30)

Hottiger, T.; De Virgilio, C.; Hall, M. N.; Boller, T.; Wiemken, A. The Role of Trehalose Synthesis for the Acquisition of Thermotolerance in Yeast. II. Physiological Concentrations of Trehalose Increase the Thermal Stability of Proteins in Vitro. Eur. J. Biochem. 1994, 219, 187–193.

(31)

Singer, M. A.; Lindquist, S. Thermotolerance in Saccharomyces cerevisiae: The Yin and Yang of Trehalose. Trends Biotechnol. 1998, 16, 460–468.

25 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

(32)

Paz-Alfaro, K. J.; Ruiz-Granados, Y. G.; Uribe-Carvajal, S.; Sampedro, J. G. TrehaloseMediated Thermal Stabilization of Glucose Oxidase from Aspergillus niger. J. Biotechnol. 2009, 141, 130–136.

(33)

Sampedro, J. G.; Guerra, G.; Pardo, J. P.; Uribe, S. Trehalose-Mediated Protection of the Plasma Membrane H+-ATPase from Kluyveromyces lactis during Freeze-Drying and Rehydration. Cryobiology 1998, 37, 131–138.

(34)

Sampedro, J. G.; Cortés, P.; Muñoz-Clares, R. A.; Fernández, A.; Uribe, S. Thermal Inactivation of the Plasma Membrane H+-ATPase from Kluyveromyces lactis. Protection by Trehalose. Biochim. Biophys. Acta - Protein Struct. Mol. Enzymol. 2001, 1544, 64–73.

(35)

Sampedro, J. G.; Uribe, S. Trehalose-Enzyme Interactions Result in Structure Stabilization and Activity Inhibition. The Role of Viscosity. Mol. Cell. Biochem. 2004, 256–257, 319–327.

(36)

Das, A.; Basak, P.; Pattanayak, R.; Kar, T.; Majumder, R.; Pal, D.; Bhattacharya, A.; Bhattacharyya, M.; Banik, S. P. Trehalose Induced Structural Modulation of Bovine Serum Albumin at Ambient Temperature. Int. J. Biol. Macromol. 2017, 105, 645–655.

(37)

Hédoux, A.; Paccou, L.; Guinet, Y. Relationship between β-Relaxation and Structural Stability of Lysozyme: Microscopic Insight on Thermostabilization Mechanism by Trehalose from Raman Spectroscopy Experiments. J. Chem. Phys. 2014, 140, 225102.

(38)

Pagnotta, S. E.; McLain, S. E.; Soper, A. K.; Bruni, F.; Ricci, M. A. Water and Trehalose: How Much Do They Interact with Each Other? J. Phys. Chem. B 2010, 114, 4904–4908.

(39)

Pagnotta, S. E.; Ricci, M. A.; Bruni, F.; McLain, S.; Magazù, S. Water Structure around

26 Environment ACS Paragon Plus

Page 26 of 33

Page 27 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

Trehalose. Chem. Phys. 2008, 345, 159–163. (40)

Fogarty, A. C.; Laage, D. Water Dynamics in Protein Hydration Shells: The Molecular Origins of the Dynamical Perturbation. J. Phys. Chem. B 2014, 118, 7715–7729.

(41)

Sampedro, J. G.; Muñoz-Clares, R. A.; Uribe, S. Trehalose-Mediated Inhibition of the Plasma Membrane H+-ATPase from Kluyveromyces lactis: Dependence on Viscosity and Temperature. J. Bacteriol. 2002, 184, 4384–4391.

(42)

Uribe, S.; Sampedro, J. G. Measuring Solution Viscosity and Its Effect on Enzyme Activity. Biol. Proced. Online 2003, 5, 108–115.

(43)

Kramers, H. A. Brownian Motion in a Field of Force and the Diffusion Model of Chemical Reactions. Physica 1940, 7, 284–304.

(44)

Sashi, P.; Bhuyan, A. K. Viscosity Dependence of Some Protein and Enzyme Reaction Rates: Seventy-Five Years after Kramers. Biochemistry 2015, 54, 4453–4461.

(45)

Zhadin, N.; Gulotta, M.; Callender, R. Probing the Role of Dynamics in Hydride Transfer Catalyzed by Lactate Dehydrogenase. Biophys. J. 2008, 95, 1974–1984.

(46)

Bradford, M. M. A Rapid and Sensitive Method for the Quantitation of Microgram Quantities of Protein Utilizing the Principle of Protein-Dye Binding. Anal. Biochem. 1976, 72, 248–254.

(47)

Demchenko, A. P.; Ruskyn, O. I.; Saburova, E. A. Kinetics of the Lactate Dehydrogenase Reaction in High-Viscosity Media. Biochim. Biophys. Acta 1989, 998, 196–203.

(48)

International Association for the Properties of Water and Steam. Release on the IAPWS

27 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

Formulation 2008 for the Viscosity of Ordinary Water Substance. http://www.iapws.org, (accessed Mar 26, 2018) (49)

Tiwary, P.; Berne, B. J. Kramers Turnover: From Energy Diffusion to Spatial Diffusion Using Metadynamics. J. Chem. Phys. 2016, 144, 134103.

(50)

Jacob, M.; Schmid, F. X. Protein Folding as a Diffusional Process. Biochemistry 1999, 38, 13773–13779.

(51)

Katava, M.; Maccarini, M.; Villain, G.; Paciaroni, A.; Sztucki, M.; Ivanova, O.; Madern, D.; Sterpone, F. Thermal Activation of “allosteric-Like” Large-Scale Motions in a Eukaryotic Lactate Dehydrogenase. Sci. Rep. 2017, 7, 41092.

(52)

Tehei, M.; Madern, D.; Franzetti, B.; Zaccai, G. Neutron Scattering Reveals the Dynamic Basis of Protein Adaptation to Extreme Temperature. J. Biol. Chem. 2005, 280, 40974– 40979.

(53)

Khrapunov, S.; Chang, E.; Callender, R. H. Thermodynamic and Structural Adaptation Differences between the Mesophilic and Psychrophilic Lactate Dehydrogenases. Biochemistry 2017, 56, 3587–3595.

(54)

Bai, J. H.; Wang, H. J.; Liu, D. S.; Zhou, H. M. Kinetics of Thermal Inactivation of Lactate Dehydrogenase from Rabbit Muscle. J. Protein Chem. 1997, 16, 801–807.

(55)

Cornish-Bowden, A. Fundamentals of Enzyme Kinetics; Portland Press: London, U.K., 1995.

(56)

King, L.; Weber, G. Conformational Drift and Cryoinactivation of Lactate Dehydrogenase. Biochemistry 1986, 25, 3637–3640. 28 Environment ACS Paragon Plus

Page 28 of 33

Page 29 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

(57)

Zakhartsev, M.; Johansen, T.; Pörtner, H. O.; Blust, R. Effects of Temperature Acclimation on Lactate Dehydrogenase of Cod (Gadus morhua): Genetic, Kinetic and Thermodynamic Aspects. J. Exp. Biol. 2004, 207, 95–112.

(58)

Coquelle, N.; Fioravanti, E.; Weik, M.; Vellieux, F.; Madern, D. Activity, Stability and Structural Studies of Lactate Dehydrogenases Adapted to Extreme Thermal Environments. J. Mol. Biol. 2007, 374, 547–562.

(59)

Deng, H.; Brewer, S.; Vu, D. M.; Clinch, K.; Callender, R.; Dyer, R. B. On the Pathway of

Forming

Enzymatically

Productive

Ligand-Protein

Complexes

in

Lactate

Dehydrogenase. Biophys. J. 2008, 95, 804–813. (60)

Nie, B.; Deng, H.; Desamero, R.; Callender, R. Large Scale Dynamics of the Michaelis Complex in Bacillus stearothermophilus Lactate Dehydrogenase Revealed by a SingleTryptophan Mutant Study. Biochemistry 2013, 52, 1886–1892.

(61)

Tang, P.; Xu, J.; Oliveira, C. L.; Li, Z. J.; Liu, S. A Mechanistic Kinetic Description of Lactate Dehydrogenase Elucidating Cancer Diagnosis and Inhibitor Evaluation. J. Enzyme Inhib. Med. Chem. 2017, 32, 564–571.

(62)

Feller, G. Protein Stability and Enzyme Activity at Extreme Biological Temperatures. J. Phys. Condens. Matter 2010, 22, 323101.

(63)

Clarke, A. R.; Wigley, D. B.; Chia, W. N.; Barstow, D.; Atkinson, T.; Holbrook, J. J. SiteDirected Mutagenesis Reveals Role of Mobile Arginine Residue in Lactate Dehydrogenase Catalysis. Nature 1986, 324, 699–702.

(64)

Merski, M.; Moreira, C.; Abreu, R. M. V.; Ramos, M. J.; Fernandes, P. A.; Martins, L.

29 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

M.; Pereira, P. J. B.; Macedo-Ribeiro, S. Molecular Motion Regulates the Activity of the Mitochondrial Serine Protease HtrA2. Cell Death Dis. 2017, 8, e3119. (65)

Pastor, I.; Pitulice, L.; Balcells, C.; Vilaseca, E.; Madurga, S.; Isvoran, A.; Cascante, M.; Mas, F. Effect of Crowding by Dextrans in Enzymatic Reactions. Biophys. Chem. 2014, 185, 8–13.

(66)

Schneider, S. H.; Lockwood, S. P.; Hargreaves, D. I.; Slade, D. J.; Loconte, M. A.; Logan, B. E.; McLaughlin, E. E.; Conroy, M. J.; Slade, K. M. Slowed Diffusion and Excluded Volume Both Contribute to the Effects of Macromolecular Crowding on Alcohol Dehydrogenase Steady-State Kinetics. Biochemistry 2015, 54, 5898–5906.

(67)

Tsai, A. M.; Udovic, T. J.; Neumann, D. A. The Inverse Relationship between Protein Dynamics and Thermal Stability. Biophys. J. 2001, 81, 2339–2343.

(68)

Alemany, A.; Rey-Serra, B.; Frutos, S.; Cecconi, C.; Ritort, F. Mechanical Folding and Unfolding of Protein Barnase at the Single-Molecule Level. Biophys. J. 2016, 110, 63–74.

(69)

Giuffrida, S.; Cottone, G.; Cordone, L. The Water Association Band as a Marker of Hydrogen Bonds in Trehalose Amorphous Matrices. Phys. Chem. Chem. Phys. 2017, 19, 4251–4265.

(70)

Cordone, L.; Cottone, G.; Giuffrida, S. Role of Residual Water Hydrogen Bonding in Sugar/water/biomolecule Systems: A Possible Explanation for Trehalose Peculiarity. J. Phys. Condens. Matter 2007, 19, 205110.

(71)

Giuffrida, S.; Cottone, G.; Bellavia, G.; Cordone, L. Proteins in Amorphous Saccharide Matrices: Structural and Dynamical Insights on Bioprotection. Eur. Phys. J. E 2013, 36,

30 Environment ACS Paragon Plus

Page 30 of 33

Page 31 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

79. (72)

Lins, R. D.; Pereira, C. S.; Hünenberger, P. H. Trehalose-Protein Interaction in Aqueous Solution. Proteins Struct. Funct. Bioinforma. 2004, 55, 177–186.

(73)

Shiraga, K.; Adachi, A.; Nakamura, M.; Tajima, T.; Ajito, K.; Ogawa, Y. Characterization of the Hydrogen-Bond Network of Water around Sucrose and Trehalose: Microwave and Terahertz Spectroscopic Study. J. Chem. Phys. 2017, 146, 105102.

(74)

Corradini, D.; Strekalova, E. G.; Stanley, H. E.; Gallo, P. Microscopic Mechanism of Protein Cryopreservation in an Aqueous Solution with Trehalose. Sci. Rep. 2013, 3, 1218.

(75)

Malferrari, M.; Savitsky, A.; Lubitz, W.; Möbius, K.; Venturoli, G. Protein Immobilization Capabilities of Sucrose and Trehalose Glasses: The Effect of Protein/Sugar Concentration Unraveled by High-Field EPR. J. Phys. Chem. Lett. 2016, 7, 4871–4877.

(76)

Butler, S. L.; Falke, J. J. Effects of Protein Stabilizing Agents on Thermal Backbone Motions: A Disulfide Trapping Study. Biochemistry 1996, 35, 10595–10600.

(77)

Kyte, J.; Doolittle, R. F. A Simple Method for Displaying the Hydropathic Character of a Protein. J. Mol. Biol. 1982, 157, 105–132.

(78)

Linding, R.; Jensen, L. J.; Diella, F.; Bork, P.; Gibson, T. J.; Russell, R. B. Protein Disorder Prediction: Implications for Structural Proteomics. Structure 2003, 11, 1453– 1459.

(79)

Zelent, B.; Bialas, C.; Gryczynski, I.; Chen, P.; Chib, R.; Lewerissa, K.; Corradini, M. G.; Ludescher, R. D.; Vanderkooi, J. M.; Matschinsky, F. M. Tryptophan Fluorescence Yields 31 Environment ACS Paragon Plus

The Journal of Physical Chemistry 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

and Lifetimes as a Probe of Conformational Changes in Human Glucokinase. J. Fluoresc. 2017, 27, 1621–1631. (80)

Paul, S.; Paul, S. Investigating the Counteracting Effect of Trehalose on Urea-Induced Protein Denaturation Using Molecular Dynamics Simulation. J. Phys. Chem. B 2015, 119, 10975–10988.

(81)

Jain, N. K.; Roy, I. Trehalose and Protein Stability. Curr. Protoc. Protein Sci. 2010, 59, 4.9.1-4.9.12.

(82)

Kamerzell, T. J.; Russell Middaugh, C. The Complex Inter-Relationships Between Protein Flexibility and Stability. J. Pharm. Sci. 2008, 97, 3494–3517.

(83)

Gray, J. V; Petsko, G. A.; Johnston, G. C.; Ringe, D.; Singer, R. A.; Werner-Washburne, M. “Sleeping Beauty”: Quiescence in Saccharomyces cerevisiae. Microbiol. Mol. Biol. Rev. 2004, 68, 187–206.

(84)

Valcourt, J. R.; Lemons, J. M. S.; Haley, E. M.; Kojima, M.; Demuren, O. O.; Coller, H. A. Staying Alive. Cell Cycle 2012, 11, 1680–1696.

32 Environment ACS Paragon Plus

Page 32 of 33

Page 33 of 33 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60

The Journal of Physical Chemistry

TOC Graphic

33 Environment ACS Paragon Plus