Evaluation of Local Gelation Behavior of Aqueous Methylcellulose Solution Using Quartz Crystal Microbalance+1 Kenji Yamaoka+2, Yoshihisa Fujii+3 ...
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Materials Transactions, Vol. 62, No. 5 (2021) pp. 647 to 654 © 2021 The Japan Institute of Metals and Materials Evaluation of Local Gelation Behavior of Aqueous Methylcellulose Solution Using Quartz Crystal Microbalance+1 Kenji Yamaoka+2, Yoshihisa Fujii+3 and Naoya Torikai Department of Chemistry for Materials, Graduate School of Engineering, Mie University, Tsu 514-8507, Japan The physical gelation of an aqueous methylcellulose (MC) solution in response to temperature change was evaluated using a quartz crystal microbalance (QCM), which is an extremely sensitive mass balance that measures changes in mass per unit area from nanogram to microgram level. Then, the potential use of QCM for interfacial selective viscoelasticity measurements was investigated. The viscosity changes accompanying gelation were observed as resonance frequency shifts. The gelation temperature determined from the temperature dependence of the resonance frequency shifts showed good agreement with the gelation temperatures obtained by visual inclination observation and rheology measurements. Furthermore, MC molecules were adsorbed, and the local concentration increased at the interface with hydrophobic quartz units due to the surface properties. We believe that QCM enables the evaluation of interfacial viscoelasticity. [doi:10.2320/matertrans.MT-M2020392] (Received January 14, 2021; Accepted February 9, 2021; Published March 12, 2021) Keywords: quartz crystal microbalance, interface, viscoelasticity, physical gel, methylcellulose 1. Introductions Electronic materials, adhesives, lubricants, selectively permeable membranes, and biomaterials exhibit their functionality when in contact with different materials. Therefore, for these polymeric materials to achieve high performance, the structure and properties at the interface Fig. 1 Chemical structure of methylcellulose used in this study. between the polymer and a dissimilar material must be accurately understood for material design. The polymer interface is at a significantly different energy state compared with the bulk material,1,2) and its structure and properties are by applying vibrations from the quartz crystal resonator to notably different. Presently, spectroscopy using X-rays, create the strain necessary to evaluate viscoelasticity, it would neutrons, and sum frequency generation provides a nonde- be possible to selectively evaluate localized regions near the structive and accurate method to analyze the structures of interface. material interfaces,37) thereby enabling the incorporation of Methylcellulose (MC) is a chemically modified cellulose interfacial structures in material designs. However, when where some or all of the hydrophilic hydroxyl groups (OH analyzing viscoelasticity, it is extremely difficult to groups) at C2, C3, and C6 of the anhydro-¢-glucose ring selectively apply and detect micro-strain and force without repeating unit are replaced with the hydrophobic methoxy destroying the material structures near the interface; thus, group (CH3O). The chemical structure of MC was showed evaluation methods are limited. in Fig. 1. It is produced from cellulose molecules that are The piezoelectric oscillation of a quartz resonator has been isolated and purified from trees; therefore, it is a natural used as an ultra sensitive mass sensor, utilizing the Sauerbrey resource with a low environmental burden. MC with relationship between the resonance frequency and the mass moderate methoxy group substitution per glucose ring per unit area deposited on the crystal.8) This relationship (degree of substitution (DS) of 1.52.0) has a nonuniform has enabled the quartz crystal microbalance (QCM) to be DS in a chain; thus, it behaves as a water-soluble polymer a mainstay of vacuum science. Kanazawa and co-workers at low temperatures, reversibly transitioning to a cloudy demonstrated that QCM operation in liquids was possible,9) hydrogel as the temperature increases.11,12) Heyman believed opening opportunities for QCM to contribute to many that the solution-to-gel (sol-gel) transition of MC is caused by electrochemical and biological investigations.10) However, dehydration of the molecular chain during heating.13) Kato the frequency changes depending not only on mass but also et al. proposed hydrogen bond and dipoledipole interaction on viscoelasticity in liquids. Consequently, we focused on operating between molecular chains, as well as hydrophobic the depth of ultra-small strains and high-frequency vibrations interaction between chain segments with a high DS, as from the probe of a QCM quartz crystal resonator propagated candidates for reversible physical crosslinking resulting in to a liquid at a distance from the interface. We conceived that reversible gelation.14) Kobayashi et al. showed that MC first undergoes liquid-liquid phase separation forming a polymer +1 dense phase and a dilute phase, followed by the formation of This Paper was Originally Published in Japanese in J. Japan Inst. Met. Mater. 85 (2021) 2329. Captions of all Figures and Tables are modified. physical crosslinking in the polymer dense phase. Thus, +2 Graduate Student, Mie University gelation occurs in two steps.15) However, much of the initial +3 Corresponding author, E-mail: fujii@chem.mie-u.ac.jp path of phase separation is unknown, and many models
648 K. Yamaoka, Y. Fujii and N. Torikai have been proposed. Takeshita et al. and Fairclough et al. proposed that the phase separation of MC is spinodal decomposition.16,17) On the other hand, Lodge et al. concluded that the process involves nucleation and growth mechanism,18) while Tanaka et al. explained that it was viscoelastic phase separation.19) Therefore, the phase separation of aqueous MC solutions and the detailed gelation mechanism are still unclear. In this study, QCM was used to examine the physical gelation behavior of an aqueous methylcellulose (MC) solution that changed in a thermoreversible manner to gain new insights into MC gelation. Changes in the resonance frequency of the quartz crystal resonator in the aqueous MC solution and the dissipation rate were evaluated as a function of temperature, which enabled the gelation behavior of the aqueous MC solution to be measured. Results were compared with the bulk gelation behavior obtained via traditional transition evaluation methods, namely visual inclination observation, light transmittance measurement, and the measurement of rheological properties. The latter method is frequently used. In addition, by regulating the electrode surface properties of the quartz crystal resonator, Fig. 2 (a) Optical image of a quartz oscillator with gold electrodes. (b) the interfacial interaction between the quartz crystal resonator Diagram of the equivalent circuit of a quartz oscillator. C0 is the electrodes and the aqueous MC solution was changed, the capacitance of electrode. L1, R1 and C1 are the inductance, resistance, and impact of the interface on the gelation of the aqueous MC capacitance of the AT-cut quartz, respectively. (c) Spectrum of electrical conductance obtained via QCM with the corresponding resonance solution was evaluated, and the interface selectivity of the frequency ( f ) and dissipation (!). (d) Schematic representation of a viscoelasticity measurement method using the quartz crystal quartz oscillator in a Newtonian liquid. The solid red line represents resonator was examined. the propagation of vibrations damped depending on distance from the interface (z). u is the displacement field of a shear wave. ¤ is the 2. Quartz Crystal Microbalance penetration depth represented by the analysis depth of the quartz oscillator in the liquid.20) The QCM method is an extremely sensitive weighing method that detects changes in mass at the molecular level on adhering to the electrodes. Changes in f and ! ("f and "! ) the quartz crystal resonator electrodes through changes in are used to evaluate changes in mass and viscoelasticity. resonance frequency.8) The AT-cut quartz crystal resonator Complex resonance frequency (f ) is expressed as a is a typical quartz crystal resonator comprising an extremely function of "f and "! in the following equation:20) thin quartz crystal cut along AT plane with thin metal film f ¼ f þ i ð1Þ electrodes attached to both sides (Fig. 2(a)). Due to the inverse piezoelectric effect of the crystal, when an When a minute amount of a rigid substance comes in contact alternating-current (AC) voltage is applied to electrodes, with electrodes of the quartz crystal resonator, the complex thickness-shear vibration occurs in the direction parallel to resonance frequency changes in proportion to the change in the crystal surface at a certain resonance frequency. The the mass on the electrodes, which is at the nanogram scale. resonance frequency of the quartz crystal resonator depends However, since changes in the dissipation rate are extremely on the thickness of the crystal and is typically high (in the small compared with changes in the resonance frequency order of 106 Hz). In addition, mechanical strain induced by («"!« ¹ «"f «), changes in mass on the electrodes and the quartz crystal resonator has been reported to be extremely changes in the resonance frequency are expressed by small, at a sub-nanometer scale. eq. (2):8) When the quartz crystal resonator is vibrating at the f f ¼ 2 n f0 2 m=Zq ð2Þ resonance frequency, it can be represented by the equivalent circuit in Fig. 2(b). The electrical characteristics of the quartz where n represents harmonics, f0 is the basic resonance crystal resonator change in response to the environment frequency of the quartz crystal resonator, "m is the change and the application of mechanical power.20) The QCM can in mass per unit volume on the quartz crystal resonator evaluate changes in the mass on the electrode substrate and electrodes, and Zq is the acoustic impedance of AT-cut quartz changes in the viscoelasticity of a substance adhering to the crystal (8.8 © 106 kg m¹2 s¹1). electrode substrate from the electrical characteristics of the However, when the quartz crystal resonator is in contact quartz crystal resonator. Figure 2(c) shows the conductance with a homogeneous Newtonian fluid in a semi-infinite spectrum of the quartz crystal resonator measured via QCM. region wider than the limit of vibration propagation, the The peak frequency is referred to as the resonance frequency complex resonance frequency is proportional to the product ( f ), while the half width at half maximum (! ) of the peak is of the viscosity and the density of liquid and is expressed by the dissipation rate due to the viscoelasticity of substance the following equation:9,2025)
Evaluation of Local Gelation Behavior of Aqueous Methylcellulose Solution Using Quartz Crystal Microbalance 649 f =f0 ¼ ð1 þ iÞ ð2nf0 Þ1=2 3.2 Visual inclination observation We visually observed the gelation behavior of the bulk ð©liq μ liq Þ1=2 =ð³ 1=2 Zq Þ ð3Þ aqueous MC solution. The solution was heated from 10°C ©liq and μliq are the viscosity and density of the liquid, at a rate of 1°C/min. At pre-determined temperatures, the respectively. When f is replaced by "f and "! according screw-cap vial containing the solution was tilted 90° to to eq. (1), eq. (3) can be re-organized and expressed as: visually observe if there was a change in state and fluidity. Subsequently, the solution was cooled to 10°C at the same jfj ¼ j j ¼ n1=2 f0 3=2 ð©liq μ liq Þ1=2 =ð³ 1=2 Zq Þ rate and the change from gel to solution was visually ð4Þ observed. The temperature of the solution was recorded using As shown in eq. (4), the absolute value of change of the a thermocouple thermometer. When tilting the screw-cap vial, resonance frequency and dissipation rate are equal, moreover, a solution that flowed under its own weight was defined as "f and "! are reciprocals of each other. However, this “sol” and a solution that did not flow was defined as “gel”. relationship does not apply to non-Newtonian fluids. The temperature at which fluidity was lost was defined as the Furthermore, the vibration amplitude of the quartz crystal gelation temperature (Tgel). Each experiment was performed resonator attenuates exponentially from the interface. Thus, five times and the average value was used. the distance at which the amplitude is 1/e of vibration amplitude at the interface is called the viscous invasiveness 3.3 Light transmittance measurements (¤), which is the analytical depth of the quartz crystal A spectrophotometer (V-650, JASCO Corporation) was resonator in a liquid (Fig. 2(d)). ¤ is expressed by the used to evaluate the temperature dependence of transmittance following equation:26,27) to assess the phase separation behavior that induces the gelation of the aqueous MC solution. An aqueous MC ¤ ¼ ½©liq =ð³ f0 μ liq Þ1=2 ð5Þ solution with concentration of 10 C was placed in a quartz When the quartz crystal resonator has a basic resonance cell with an optical path length of 1 cm. The cell was sealed frequency of 9 MHz, the viscous invasiveness in water is with a rubber stopper to avoid the evaporation of water approximately 190 nm. Therefore, the extremely small during heating. An aluminum heating block was used to amplitude of the quartz crystal resonator can be directly increase the temperature of the solution from 20 to 70°C at applied to the interface as a stimulant and the viscoelasticity a rate of 1°C/min. The transmittance of light with a of a microregion near the interface can be measured. wavelength of 380780 nm was measured every 5°C, as well as every 2°C between 40 and 60°C in the vicinity of the 3. Experimental gelation temperature. Subsequently, the MC gel that was heated to 70°C was cooled at a rate of 1°C/min, and the 3.1 Sample and solution preparation transmittance of light with a wavelength of 380780 nm was We used Metoloseμ SM-25 provided by Shin-Etsu measured every 5°C. This measurement was performed every Chemical Co., Ltd. as MC with a weight-average molecular 2°C between 40 and 20°C in the vicinity of the temperature weight (Mw) of 5.1 © 104 g/mol, a polydispersity (Mw/Mn) where the gel returned to sol. of 1.52, and a DS of 1.8. Vacuum-dried MC powder was weighed using an electronic balance. An aqueous solution 3.4 Rheology measurements with a concentration of 10 times that of the critical A rheometer (MCR302, Anton Paar GmbH) was used to entanglement concentration (C ) was prepared. Here, C is evaluate changes in viscoelasticity associated with the the concentration where adjacent polymer chains in the gelation of the bulk aqueous MC solution. We poured solution come in contact resulting in entanglement. More- approximately 20 mL of the solution into the cup of a coaxial over, it is the concentration where the dilute solution cylindrical jig, and after moving the rotor (inner cylinder) to transitions to a semi-dilute solution. Since the viscosity of the measurement position, a sample from the upper part of the polymer solution increases significantly above C , it is the rotor was removed using a pipette (trimming) to improve a key concentration that characterizes the viscosity of a the reproducibility of the experimental data. The upper part of polymer solution. C is expressed as the inverse of limiting the sample was sealed with silicon oil with viscosity of 10 cS viscosity [©], which represents the coefficient of viscosity per (Shin-Etsu Chemical Co., Ltd.). The provided lid for the molecule:28) prevention of solvent evaporation was applied from the top of the jig to minimize changes in concentration through C 1=½© ð6Þ solvent evaporation during measurement. The resonance The C of the MC used in the present experiment was frequency was set at 1 Hz and strain was fixed at 1%, which 0.58 mass% in water at 25°C. Viscosity was measured using is the linear range. The storage modulus (GA) and the loss an Ubbelohde-type viscometer. When water was directly modulus (GAA) were measured in 1°C increments. Temper- added to the MC powder, only the powder surface became ature was regulated via a Peltier temperature control system wet and partially dissolved aggregates formed; thus, we (C-PTD200, Anton Paar GmbH) and was increased from 10 prepared the solution via the hydrothermal method where to 70°C at a rate of 1°C/min. Subsequently, the aqueous MC water heated to 70°C or higher was added. The prepared solution was cooled down to 10°C at the same rate and the aqueous MC solution was stored overnight at 4°C in a temperature dependence of the moduli during gel-to-sol refrigerator before use. transition was evaluated.
650 K. Yamaoka, Y. Fujii and N. Torikai Fig. 3 Schematic illustration of QCM measurement equipment. 3.5 QCM measurements Figure 3 illustrates a schematic of the experimental device. The quartz crystal resonator had a basic resonance frequency of 9 MHz and gold (Au) electrodes. The surface of the electrodes was ultrasonically cleaned for 15 min in ethanol. The quartz crystal resonator with a Teflon dip-type cell, which allows for measurement in liquids, was immersed in the aqueous MC solution. The temperature of the solution was regulated using an aluminum heating block and was heated from 10 to 70°C at a heating rate of 1°C/min. The Fig. 4 Optical images of the aqueous methylcellulose solution at various temperature of the solution near the quartz crystal resonator temperatures during (a) heating and (b) cooling. was recorded using a thermocouple thermometer. "f and "! were measured via a quartz crystal microbalance measure- ment system, QCM922A (SEIKO EG&G Co., Ltd.). The MC increased. As the temperature continued to increase, at a gel heated to 70°C was cooled to 10°C at a rate of 1°C/min, specific temperature, the solution completely lost its fluidity and the temperature dependence of "f and "! during and changed to a gel. Within the polymer dense phase, transition from gel to sol was evaluated. physical crosslinking occurred leading to aggregation. The In addition to the Au electrode quartz crystal resonator, we hydrophobic parts of the MC acted as crosslinking points, used a silica (SiO2) electrode as the hydrophilic surface. The leading to the reversible formation of a network structure. natural oxide layer (SiOH group) at the outermost surface The temperature at which the fluidity of the solution was of the silicon (Si) electrode quartz crystal resonator was completely lost was 50.9 « 0.9°C, which was set as the hydrophobized (SiH groups) using a 1% of hydrofluoric acid visual Tgel. During cooling (Fig. 4(b)), the solution cleared aqueous solution. We examined the impact on gelation of the with decreasing temperature and fluidity re-appeared at interaction at the interface between these three electrodes and approximately 30°C, which was lower than that in case of the aqueous MC solution with a concentration of 10C . the Tgel obtained during heating. Thus, hysteresis was observed in the gelation behavior of the aqueous MC 4. Results and Discussion solution. 4.1 Visual inclination observation of the gelation behav- 4.2 Coarsening of the aggregate structure associated ior of the aqueous MC solution with gelation Figure 4(a) shows photographs of the state change Figure 5(a) shows the temperature dependence of trans- associated with increased temperature of the aqueous MC mittance during heating measured in the wavelength band solution with a concentration of 10C . At lower temperatures, of 380780 nm. When the aqueous methylcellulose solution MC dissolved in water forming a clear and colorless aqueous was clear and colorless, transmittance was almost 100%. solution. However, as the temperature increased, the solution However, transmittance at 380 nm was lower at approx- became cloudy due to the change in the solubility of the imately 80% because the MC molecules absorb light near MC molecules in water. Methoxy groups within the MC 210 nm within the ultraviolet region. When heated, trans- molecules dehydrated as the temperature increased.29) As mittance rapidly decreased at approximately 3540°C. The chain segments with numerous hydrophobic methoxy groups temperature at which transmittance began to decrease shifted aggregated through hydrophobic interaction, phase separa- toward higher temperatures as the wavelength of the light tion into a polymer dense phase and a dilute phase increased. We believe this was due to the size of aggregates occurred,17) resulting in the clouding of the aqueous solution. consisting of MC molecules. When the temperature of the As clouding progressed, the viscosity of the solution aqueous MC solution was low (2030°C), the molecules
Evaluation of Local Gelation Behavior of Aqueous Methylcellulose Solution Using Quartz Crystal Microbalance 651 Fig. 6 Temperature dependence of the storage modulus (GA) and loss modulus (GAA) of the aqueous methylcellulose solution during heating and cooling. modulus (GA) and loss modulus (GAA) of the aqueous MC solution with a concentration of 10C . At lower temperatures, GAA (viscosity component) was larger than GA (elasticity component), indicating that the aqueous MC solution was in the sol state. The gradual decrease in the moduli between 10 and 40°C was caused by the increased thermal activity of molecules with increasing temperature that led to decreasing intermolecular interaction, which in turn lowered the solution viscosity.31) Above approximately 40°C, all moduli rapidly Fig. 5 Temperature dependence of the transmittance of the aqueous increased. At higher temperatures, GA was larger than GAA and methylcellulose solution during (a) heating and (b) cooling. the aqueous MC solution transitioned to the gel state. Thus, we defined the temperature at which GA and GAA reversed as the “rheometer Tgel”. The rheometer Tgel of the aqueous MC dissolved in water and minimal aggregation of the molecules solution with a concentration of 10C was 50.4°C. On the occurred.30) Therefore, most light passed through the aqueous other hand, during the cooling of the MC gel, GA and GAA both MC solution without scattering. However, since light with displayed constant values down to 40°C, followed by a rapid short wavelengths was scattered by the MC molecules, short- decrease from approximately 35°C. The relative values of GA wavelength transmittance was reduced even at the low and GAA reversed at 25°C. The moduli of the aqueous MC temperatures. As the temperature of the solution increased, solution followed different paths during heating and cooling, MC molecules aggregated. As the size of the aggregates thus displaying hysteresis, which was attributed to the increased, initially only short-wavelength light was scattered, gelation of MC being an entropy-driven reaction.32) To reducing transmittance. As the size of aggregates further hydrate the dehydrated MC molecules, entropy must be increased, even longer wavelength light was scattered At lowered to change water molecules from a random state to a temperatures of 60°C or higher, transmittance of all relatively ordered state. To produce the required energy state, wavelengths reduced to 0% and visual observation confirmed the aqueous solution must be cooled. Therefore, the network complete clouding of the MC gel. structure of the MC molecular chain was maintained at a The temperature dependence of transmittance during lower temperature, leading to observation of hysteresis. After cooling (Fig. 5(b)) displayed a different behavior from that cooling to below 15°C, the values of the moduli were similar during heating. At all wavelengths, transmittance rapidly to those before heating. This indicates that the gelation of increased at temperatures, above which transmittance rapidly the aqueous MC solution is thermally reversible. decreased during heating, i.e., 20°C. This confirmed hystere- sis and the thermal reversibility of the gelation of aqueous 4.4 Investigation of gelation behavior of the aqueous MC solutions with respect to the temperature dependence of MC solution via QCM transmittance. In addition, since the transmittance of long We used a quartz crystal resonator with Au electrodes to wavelengths gradually increased with cooling, it is assumed measure the temperature dependence of changes in resonance that the size of the aggregates in the MC molecular chain frequency ("f ) and dissipation rate ("! ) associated with the gradually decreased during cooling. gelation of the aqueous MC solution with a concentration of 10C . The results are shown in Fig. 7. "f and "! were 4.3 Moduli changes associated with the gelation of the dependent on the solution viscosity. The gradual increase in aqueous MC solution "f (decrease in "!) between 10 and 40°C was caused by a Figure 6 shows the temperature dependence of the storage decrease in the solution viscosity associated with increasing
652 K. Yamaoka, Y. Fujii and N. Torikai Fig. 7 Temperature dependence of (a) the resonance frequency shifts and Fig. 8 Temperature dependence of (a) the resonance frequency shifts and (b) the dissipation shift of the aqueous methylcellulose solution during (b) the dissipation shifts of the aqueous methylcellulose solution with Au heating and cooling. (yellow circles), SiO2 (gray squares) and Si (blue triangles) electrodes. Table 1 Gelation temperature of an aqueous methylcellulose solution MC gel was cooled from 70 to 10°C, "f and "! did not determined by visual observation, rheometer measurements and QCM evaluation. change until near 40°C, displaying constant values. From approximately 35°C, "f rapidly increased ("! decreased) to a value similar to the pre-heating value at 20°C and below. Hysteresis and thermal reversibility of the aqueous MC solution observed during rheological measurements were also observed as changes in "f and "! during the QCM measurements, empirically demonstrating that QCM can be used to evaluate the gelation of the aqueous MC solution. 4.5 Effect of the surface properties of the quartz crystal resonator temperature, similar to the gradual decrease in moduli Figure 8 shows the temperature dependence of "f and "! observed during the measurement of rheological proper- measured via quartz crystal resonators with three different ties.33) "f decreased rapidly (increase in "! ) at temperatures electrodes, namely Au, hydrophilic SiO2, and hydrophobic above 45°C because the gelation of the aqueous MC solution Si. There was no notable difference in the temperature rapidly increased the solution viscosity. Subsequently, at dependence of "f and "! for the aqueous MC solution 60°C and higher, the gelation of the aqueous MC solution when using the Au and SiO2 electrodes. However, when was complete; therefore, "f and "! displayed constant using the hydrophobic Si electrode, the resonance frequency values. As such, "f and "! changed due to the gelation was approximately 1000 Hz lower than that measured with of the aqueous MC solution. Therefore, we defined the the Au and SiO2 electrodes, while the dissipation rate was inflection point where "f rapidly decreased as the “QCM approximately 500 Hz higher, indicating that the viscosity Tgel”. The QCM Tgel of the aqueous MC solution with the of the solution was high near the interface. Since the change concentration of 10C was 50.4 « 0.5°C. It is listed in in the resonance frequency was greater than the change in Table 1 along with Tgel obtained from the measurement of the dissipation rate, it was assumed that MC molecular rheological properties. The Tgel values obtained via the chains were adsorbed onto the electrode thereby increasing different measurement methods were consistent. When the the viscosity. In addition, the Tgel values obtained from
Evaluation of Local Gelation Behavior of Aqueous Methylcellulose Solution Using Quartz Crystal Microbalance 653 Table 2 Gelation temperature (Tgel) of an aqueous methylcellulose solution 5. Conclusions via a quartz oscillator with various electrodes. £ is the surface free energy and RMS is the root mean square of the surface roughness of the electrodes. We successfully observed changes in solution viscosity associated with the gelation of an aqueous MC solution with the concentration of 10C as changes in resonance frequency by via QCM and thereby determined the gelation temper- ature. Similar to the rheological behavior, the hysteresis and thermal reversibility of the aqueous MC solution were successfully demonstrated using the temperature dependence of "f and "!. In addition, the temperature dependence of "f and "! associated with the gelation of the solution using three different electrodes was investigated. The measure- ments confirmed an increase in the adsorption of MC temperature dependence of "f for each electrode are molecules onto the increased surface area of the quartz summarized in Table 2. The lowest value was observed in crystal resonator electrodes and an associated decrease in Tgel, case of the Si electrode. It was implied that at the interface indicating that QCM can measure viscoelasticity near the with the Si electrode substrate, the local MC concentration interface. was higher than at the Au and SiO2 electrode interfaces. To determine the reason for the differences in Tgel for the Acknowledgement different electrodes, we evaluated the surface free energy (£) and root mean square (RMS) roughness of each electrode This work was supported by JSPS KAKENHI Grant surface. £ was calculated from the contact angle of the Numbers JP19H05720 and JP16K05926. Part of this study electrode surface to water and diiodomethane, while RMS utilized the Alumni Association research fund of the Faculty roughness was evaluated via atomic force microscopy of the of Engineering at Mie University. In addition, the measure- electrode surface (Table 2). ment of rheological properties was performed at National The SiO2 and the Si electrodes that had been hydro- Institute for Materials Science (NIMS) supported by NIMS phobized with hydrofluoric acid displayed similar £ values Joint Research Hub Program. We would like to extend our that were larger than that of the Au electrode. £ of the Au most sincere appreciation to the NIMS Data-driven Polymer electrode was close to the theoretical value;34,35) however, the Design Group Leader, Dr. Masanobu Naito, for providing an Si and SiO2 electrodes deviated from the hydrophilic and opportunity for measurement. hydrophobic behavior observed for a typical Si substrate surface. 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