Abstract
To date, a few studies have investigated the potential use of a short-pulsed laser in selective tumor cell destruction or its mechanism of cell killing. Computer simulation of the spatial and temporal profiles of temperature elevation after pulsed laser irradiation on an infinitesimal point source estimated that the temperature reached its highest point at ∼35 ns after a single 15 ns laser pulse. Moreover, temperature elevation was confined to a radius of sub-micrometer and returned to baseline within 100 ns. To investigate the effect of 15 ns laser pulses on A431 tumor cells, we conjugated hollow gold nanospheres (HAuNSs) to an antibody (C225) directed at the epithelial growth factor receptor. The resulting nanoparticles, C225-HAuNSs, bound to the cell membrane, internalized, and distributed throughout the cytoplasm, with some nanoparticles transported to the vicinity of the nuclear membrane. On using an optical microscope mounted to a tunable pulsed Ti:sapphire laser, rapid and extensive damage of live cancer cells was observed, whereas irradiation of A431 cells pretreated with nontargeted HAuNSs with a pulsed laser or pretreated with C225-HAuNSs with a continuous-wave laser-induced minimal cellular damage. Furthermore, after a single 15 ns laser pulse, C225-HAuNS-treated A431 cells cocultured with 3T3 fibroblasts showed signs of selective destruction. Thus, compared with a continuous-wave laser, shots of a short-pulsed laser were the most damaging to tumor cells that bound HAuNSs and generated the least heat to the surrounding environment. This mode of action by a short-pulsed laser on cancer cells (i.e., confined photothermolysis) may have potential applications in selective tumor cell destruction.
1. Introduction
Selective photothermolysis using short laser pulses was first proposed by Anderson and Parrish in 1983,1 and the theory of selective thermal damage was extended in 2001 by Altshuler et al.2 Since then, the use of pulsed lasers has been successfully translated into the clinic in dermatology and laser treatment of skin lesions has become a mainstay in the cosmetic industry.3−5 Intrinsic biological chromophores, such as melanin and hemoglobin, absorb laser light and generate photothermolysis to induce pigment bleaching and cell damage. Photothermolysis is controlled in a spatiotemporal fashion to obtain optimal effect on a targeted tissue with minimal effect on the surrounding tissue.
Metallic nanoparticles such as gold nanorods and gold nanoshells are a new type of optical absorbers that display strong optical absorption owing to surface plasmon resonance. The peak absorption of these metallic nanoparticles can be tuned to the near-infrared (NIR) region. It has been reported that a short-pulsed laser can induce the formation of nanobubbles around nanoparticles.6−8 Cells with metallic plasmonic nanoparticles that are irradiated with a pulsed laser are believed to be destroyed by the expansion and collapse of nanobubbles, and such a phenomenon is referred to as a photomechanical effect.9,10
However, the mechanism(s) of cell killing and the impact of photon–nanoparticle interaction on cancer cells remain to be clarified. The current observations of nanoscale phenomena on the basis of optical scattering images and transient acoustic signal recordings are indirect and inconclusive. For example, the detected acoustic pressure is believed to be a contributing factor of the nanobubbles generated. However, the formation of nanobubbles may also result from nanoparticle expansion under the pulsed laser or vaporization of water with a rapid temperature rise in highly confined spatial and temporal scales. The recorded scattering image may also be attributed to nanoparticle expansion and Brownian movement upon irradiation with a pulsed laser. In addition to laser-induced nanobubbles and their subsequently generated photomechanical force, photothermal energy may eventually diffuse from nanoparticles to their adjacent environment to mediate cellular responses, including cell death. These considerations prompted us to study the role of photothermolysis in selective destruction of cancer cells mediated by targeted metallic nanoparticles and nanosecond (ns) laser pulses.
A simulation of temporal and spatial temperature variance under nanosecond laser pulses is critically important to understanding the effect of short laser pulses on cancer cells. The model is based on the surface plasmon resonance phenomenon, wherein a fraction of laser energy is coupled to electrons and forms collective excitation in metallic nanoparticles.11−13 The plasmon lifetime of metallic particles (one half of the dephasing time) was reported to be typically about 10 fs.13−15 The absorbed energy is transported to other electrons through radiation damping, also called internal thermalization.16−18 Here, electron and electron–hole pairs pick up light energy and reach internal thermal equilibrium due to electron-to-electron scattering. The temporal scale of this thermalization process is a few hundred femtoseconds.16,19 Meanwhile and afterward, the energy was transferred to a metal lattice by external thermalization.20−22 In this case, the energy of excited electrons is transferred to the nanoparticle lattice to reach local thermalization, which takes a few picoseconds through electron-to-phonon coupling.23,24 Thus, the typical interaction times of the surface plasmon resonance, internal thermalization, and external thermalization were on the scale of 10, 300, and 3000 fs, respectively. Nanoparticles convert the optical energy to thermal energy, which eventually is dissipated in the cellular environment through thermal convection. The rising temperature of the lattice causes particle expansion and transfers thermal energy to its surrounding medium. The heat dissipation time for gold nanoparticles in aqueous solution is related to the particle size; the characteristic time scale for relaxation varies from 10 ps for the smallest particles examined (∼4 nm in diameter) to almost 400 ps for nanoparticles of 50 nm in diameter.25
2. Results and Discussion
The temperature change around a nanoparticle in a cellular environment as a function of both position r⃗ spatially and time t temporally can be obtained by solving a thermal convection equation. For simplicity, we assume that the hollow gold nanosphere (HAuNS) nanoparticle is a perfect spherical point and that heat flux has spherical symmetry, thereby simplifying a three-dimensional problem into a one-dimensional problem. The energy distribution of a single-pulsed laser was assumed with a Gaussian temporal profile. The pulsed volumetric heating of a single pulse was thus expressed as
where τg is the pulse duration of the full width at half-maximum. The laser has peak power P0 at time t0. This equation can be solved once boundary and initial conditions are confined. Using numerical methods, we obtained temperature elevation as a function of both position r⃗ and time t. Figure 1 shows the simulated temperature profiles. An infinitesimal point source absorbs and transports laser energy to the surrounding medium, causing the temperature increase. With the use of laser pulses with a 15 ns pulsewidth, our simulation indicated that most laser energy is converted into thermal energy. The temperature started to increase 5 ns after the laser shot and increased in both amplitude and width to peak at 35 ns. Then, the temperature diffused with a decreased amplitude but an increased width. The spatial range of the photothermal effect was estimated according to thermal conduction and diffusion equations. The temperature increase was confined in the characteristic spatial dimension of 52 nm. Beyond a radius of 100 nm (0.1 μm), there was no significant temperature increase. Our results support the concept that the interaction of nanosecond laser pulses with plasmonic metallic nanoparticles primarily mediates the conversion of optical energy into temporal and spatial confinement of thermal energy.
In general, pulsed laser energy is simultaneously converted into both thermal and mechanical (acoustic) energy by a nanoparticle. The conversion efficiencies to each energy form are determined by laser pulsewidth and, perhaps more importantly, the rising and falling slope of the laser pulse. Ostrovskaya26,27 studied the effects of laser-to-acoustic energy conversion on the interaction of pulsed laser radiation with a liquid medium and presented a theoretical treatment for absolute values of the efficiency for various laser properties (e.g., short pulse and long pulse) with boundary conditions and nonlinearity. The photomechanical conversion efficiency was found to be on the scale of 10–7. In the presence of metallic nanoparticles, previous attempts describing both mechanical and thermal effects of tissue interaction with nanosecond laser pulses are likely incorrect because the transfer and conversion of all of the energy are expected to occur on the spatial scale of nanometers and on the temporal scale of nanoseconds.
Although a low photomechanical conversion efficiency is anticipated in a photon–nanoparticle interaction, metallic nanoparticles have been widely reported as contrast agents for photoacoustic imaging (PAI).28−30 PAI is a fast-developing biomedical imaging modality based on the detection of a photomechanical wave, also referred to as a photoacoustic wave, induced by the optical absorption of nanosecond laser pulses.31 Selective uptake of nanoparticles in cancer cells through receptor-mediated endocytosis enhances the optical absorption of cancer cells, resulting in strong photoacoustic signals with high sensitivity and specificity for cancer cell detection. Nevertheless, according to our simulation, most optical energy of laser pulses having a pulsewidth in the magnitude of nanoseconds is transformed into thermal energy by the nanoparticles. Therefore, to achieve a higher photoacoustic conversion efficiency for PAI in the presence of metallic nanoparticles, femtosecond laser pulses should be considered to generate greater photomechanical effects.
To understand the cellular destruction process after irradiation with nanosecond laser pulses, we used HAuNS as the NIR light absorber and conjugated the anti-EGFR antibody (C225) to HAuNS to mediate targeted binding and cellular internalization of HAuNSs. Transmission electron micrographs of A431 cells treated with C225-HAuNSs revealed the intracellular distribution of HAuNSs in the cells (Figure 2). HAuNS nanoparticles were identified as high-density spherical particles of ∼40–50 nm in diameter at high magnification (100 000×) and displayed a typical hollow shell structure with 40–50 nm diameter and ∼7 nm shell thickness. Each A431 cell contained on an average 1600 ± 398 C225-HAuNS nanoparticles. More than half of these nanoparticles (56 ± 14%) were bound to the cell membrane (Figure 2A,C), whereas the remaining nanoparticles were distributed throughout the cytoplasm (Figure 2A,B). In the cytoplasm, C225-HAuNSs often formed clusters of nanoparticles enclosed in intracellular vesicles forming gold rings with a diameter of ∼0.5 μm (Figure 2A-iv,B-iv). Presumably, these C225-HAuNS nanoparticles were internalized through receptor-mediated endocytosis and localized in endolysosomes. Thus, C225-HAuNS nanoparticles were effectively taken up by A431 cells.
Interestingly, a fraction of nanoparticle clusters (4.1 ± 0.7%) in these cytoplasmic vehicles was transported to areas in close proximity (<100 nm) to the nuclear membrane (Figure 2B,C). Further work is needed to clarify the nature of these vehicles involved in intracellular trafficking of C225-HAuNSs. As shown by our simulation study, nuclear membranes having the NIR absorber HAuNS localized within the effective photothermal distance (<100 nm) might be capable of mediating significant biological effects upon irradiation with 15 ns laser pulses.
Figure 3 shows representative microphotographs of A431 cells after treatment with C225-HAuNS followed by irradiation of one and two laser pulses. Before laser irradiation, the viable cells showed cellular accumulation of C225-HAuNS clusters, which were greenish under white light illumination due to NIR absorption. Immediately after the first laser pulse (within 1 s), nanoparticles turned brownish, indicating melting and collapse of the hollow spherical structure of HAuNSs. Interestingly, microphotographic images captured the formation of microbubbles that subsequently collapsed within seconds. The second laser pulse shot 25 s later also induced the formation of microbubbles owing to the presence of the remaining intact HAuNSs in the cells. The nature of these microbubbles is not known. However, they were most likely water vapor bubbles. Within the time frame of less than 1 ns, the temperature in a confined space of nanometer radius could increase rapidly to vaporize water molecules upon interaction of a laser pulse and nanoparticles under high laser intensity. In support of this model, others also observed the formation of water microbubbles. Irradiation of colloidal platinum, for example, was found to produce water vapor bubbles that condensed back to liquid on a nanosecond time scale.32
After only two shots of laser pulses, A431 cells pretreated with C225-HAuNS were clearly injured, as evidenced by the blebbing of cell membrane, rounded morphology, loss of tentacles, and detachment from microplate surfaces. In contrast, A431 cells without prior treatment with any HAuNSs that were irradiated with two shots of laser pulses remained viable under the same conditions (Figure 4A). Unlike C225-HAuNS, A431 cells treated with nontargeted, poly(ethylene glycol)-coated HAuNSs (PEG-HAuNSs) did not form clusters of greenish HAuNSs inside cells with the exception of an occasional nonspecific attachment to the cell membrane (2 of 40 cells in the field of view, or 5%). After the first shot of a laser pulse, the cells with clusters of PEG-HAuNSs attached to the cell surface membrane disappeared, accompanied by membrane blebbing (Figure 4B, left panel). However, for most PEG-HAuNS-treated cells that did not have nonspecific PEG-HAuNS attachment, no apparent change in cellular morphology was observed after two shots of laser pulses (Figure 4B, right panel). We conclude that C225-HAuNS mediates effective cell killing upon irradiation with one or two 15 ns laser pulses.
The cellular environment around the nanoparticle possessed a longer thermal relaxation time than that of metallic nanoparticles; therefore, the fast transient temperature elevation reached a point of vaporization rapidly and the temperature increase was estimated to be confined to a region in a sub-mircometer scale of organelle structures if the laser pulse was short enough. The high magnitude of transient temperature increases in a spatially confined region, even if after only a single pulse, induced significant cellular damage. We refer to the phenomenon of cell damage induced by short laser pulses in the presence of NIR light-absorbing nanoparticles as confined photothermolysis. Parameters that would influence the thermal diffusion properties after laser irradiation include laser pulsewidth, laser power density, and optical properties of the nanoparticles. The rate of confined photothermolysis in cells is presumably extended from Arrhenius law, which is used to model cell damage in hyperthermal tumor therapy.33,34 The assumption is that the rate of cell damage is proportional to exp(−Elaser/RT), where Elaser is the activation laser energy, R is the universal gas constant, and T is the temperature in kelvin. The threshold temperature for longer laser pulses was found to vary from 65 °C for 5 s of heating to 130 °C at a pulsewidth of 300 μs.35,36 At the short pulsewidth of 15 ns, we showed that cell damage could be induced with a much shorter time of exposure because of confined photothermolysis.
A431 cells treated with C225-HAuNS were illuminated by a continuous-wave (CW) laser beam at a wavelength of 808 nm. The CW laser power density was 6.37 W/cm2, which was equivalent to an energy density of 38 J/cm2 (i.e., 6.37 W/cm2 × 6 s). No morphological changes were observed 55 s after irradiation with the CW laser (Figure S1). In comparison, the energy density of a single 15 ns laser pulse was 250 mJ/cm2, which was about 0.66% of the CW beam used. In the time frame of the CW mode, the absorbed laser energy by HAuNS was converted to thermal energy and dissipated into the surrounding medium. In the pulsed laser mode, thermal energy was confined spatially and temporally to generate a sharp temperature elevation and selective cell destruction. These results indicate that irradiation with continuous-wave (CW) laser is ineffective in disrupting C225-HAuNS–treated cells.
To investigate the selectivity of cell damage after shots of pulsed laser, we cocultured A431 cells and 3T3 fibroblasts and treated these cells with C225-HAuNS under the same conditions as before. Under the microscope, these two types of cells had different morphological features. Fibroblasts were bipolar or multipolar with elongated shapes, whereas A431 cells were more cycloid and water drop shaped. A431 cells in the co-culture system also had greenish spots revealing binding and internalization of HAuNS clusters. No clusters of HAuNS in 3T3 cells were observed.
To facilitate visualization of membrane integrity, the cocultured cells were shot with a single laser pulse in the presence of trypan blue, a dye widely used as an indicator of membrane disruption. We observed selective and extensive coloration of A431 cells throughout the cytoplasm and membrane blebbing after the laser shot over a course of 55 s (Figure 5A). In contrast, no membrane blebbing or morphology change was observed for the fibroblasts within the irradiated field. Unlike that of A431 cells, the cytoplasm of 3T3 fibroblasts had no coloration, although a light blue color in the cell nuclei could be visualized (Figure 5B). Quantitative analysis based on 360 A431 tumor cells showed that 97 ± 5% of these cells were stained by trypan blue dye at 55 s after one shot of laser pulse. Nearly half of treated A431 cells (46 ± 23%) had membrane blebbing. Only 3 ± 5% of treated cells did not show apparent morphological changes and trypan blue staining, possibly, because of a lack of C225-HAuNS uptake in those cells (Figure 5B). Analysis of 78 cocultured 3T3 fibroblasts showed light trypan blue staining in 94 ± 5% of these cells at 55 s after one laser pulse shot; none of these cells had apparent morphological change. About 8 ± 7% 3T3 cells were not affected by the laser pulse (no coloration or membrane blebbing) (Figure 5C). Moreover, the uptake of dye in 3T3 cells was much less and much slower compared with the uptake in A431 cells (Video S1, Supporting Information). Trypan blue stain, which is based on it being negatively charged, does not interact with cells unless the membrane is damaged. Coloration and membrane blebbing of C225-HAuNS-treated A431 cells suggest that one shot of laser pulse was sufficient to cause irreversible membrane damage to these cells. The nature of uptake of the dye in the nuclei of 3T3 cells remains to be characterized. It is possible that this was caused by nonspecific attachment of a small number of HAuNS nanoparticles to these cells and subsequent transient membrane disruption upon laser irradiation.
The observed high efficiency of the cell killing can be attributed to several factors. First, internalized C225-HAuNSs (or other NIR absorbers), which can be attached to the cell membrane or internalized and transported to be in close contact with vital cell organelles (e.g., cell nuclei in the case of C225-HAuNS), are capable of inducing rapid disruption of membrane integrity, leading to exceptionally rapid cellular damage. Second, according to our theoretical modeling, the ns-pulsed laser generates a sharp increase in temperature, which is confined to an area of approximately 0.1 μm in diameter. This means that treatment with a pulsed laser could be highly selective, provided that nanoparticles are delivered to the target cells with high selectivity.
Unlike that with a CW laser beam or other thermal ablation techniques such as radiofrequency ablation, it is possible to confine cell damage with a pulsed laser with a high spatial and temporal control. This notion is supported by our earlier in vivo studies on mice bearing 4T1 breast tumor, in which we used a beam expander to control the illumination size to be ∼4 mm in diameter and irradiated tumors with the 1064 nm pulsed laser at a power density of 4.32 W/cm2 for 30 s. We observed a sharp boundary (∼200 μm) separating the laser-ablated zone and the nonablated zone, indicating that treatment with a short nanosecond pulsed laser is feasible and could produce excellent control in ablation margin.37 Therefore, a pulsed laser might be used as a complement to surgery, in situations in which tumors are located close to vital organs (major blood vessels, nerves, etc.). With regard to potential clinical translation, the Ti-sapphire laser used in our experiments provides nanosecond laser pulses in the NIR region of 700–960 nm. As such, the NIR light pulses generated from the tunable laser are 5 times less powerful than their pumping source (i.e., Q-Switched Nd:YAG laser at 1064 nm), which is widely employed in esthetic and medical applications. We do not anticipate fundamental limitations for moving this type of laser to the clinics. Using the industrial safety enclosure design with an optical articular arm, the laser beam can be safely delivered to the treatment volume in a surgical/interventional oncology suite.
Our data highlight future research opportunities. First, the nature of the blebs shedding from the cells and mechanisms of cell death need to be further defined. Second, the selectivity of cell killing is directly related to the selectivity of cell uptake of NIR-absorbing nanoparticles. The relative contribution of membrane-bound versus internalized nanoparticles to cell damage remains to be determined. In addition, future work is needed to further develop innovative nanoparticles with low nonspecific cellular uptake in nontarget cells and the potential therapeutic applications of short-pulsed laser in selective ablation of tumor cells or tumor-associated stromal cells in clinically relevant animal models of solid tumors. Finally, the laser pulsewidth is an important consideration when studying the Au nanoparticle–laser interaction. For example, Schomaker et al.38 described the use of femtosecond laser pulses for enhancing siRNA transfection with low thermal impact and minimal effect on cell viability. On the other hand, Ogunyankin et al.39 showed that for nanobubble generation gold nanoshells prepared from silver nanoparticle templates could be heated to the melting point of gold–silver alloy (∼1050 °C) at the laser fluence of 5–20 mJ/cm2 with picosecond laser pulses. Therefore, further theoretical and experimental studies are needed to clarify the effect of laser pulsewidth on localized temperature and consequent cellular damage in the presence of gold nanoparticles.
3. Conclusions
In conclusion, we report highly efficient cell killing by a single short laser pulse. This work suggests that confined photothermolysis mediated by targeted NIR light-absorbing nanoparticles is a promising, highly selective treatment modality.
4. Experimental Section
4.1. Materials
We performed our studies using hollow gold nanospheres (HAuNSs) that absorb NIR laser light. Poly(ethylene glycol)-coated HAuNSs (PEG-HAuNSs) were obtained from Ocean Nanotech (San Diego, CA) and anti-EGFR antibody-coated HAuNSs (C225-HAuNS) were synthesized according to the reported procedures.40 The peak absorption of HAuNS was 780 nm, and the hydrodynamic sizes (average diameter) of PEG-HAuNS and C225-HAuNS were 95 and 173 nm, respectively, as measured by dynamic light scattering. Trypan blue was obtained from Sigma-Aldrich (St. Louis, MO). Figure S2 compares extinction spectra of PEG-HAuNS, C225-HAuNS, trypan blue dye, and culture medium.
4.2. Transmission Electron Microscopy
C225-HAuNS-treated A431 cells were washed and fixed with a solution containing 3% glutaraldehyde and 2% paraformaldehyde in 0.1 M cacodylate buffer, pH 7.3, for 1 h. After fixation, the samples were washed in 0.1 M cacodylate buffer, post-fixed with 1% buffered osmium tetroxide for 30 min, and stained en bloc with 1% Millipore-filtered uranyl acetate. The samples were washed several times in water and then dehydrated in increasing concentrations of ethanol, infiltrated, and embedded in LX-112 medium. The samples were polymerized in a 60 °C oven for 2 days. Ultrathin sections were cut in a Leica Ultracut microtome (Leica, Deerfield, IL), stained with uranyl acetate and lead citrate in a Leica EM Stainer, and examined using a JEM 1010 transmission electron microscope (JEOL USA, Inc., Peabody, MA) at an accelerating voltage of 80 kV. Digital images were obtained using an AMT Imaging System (Advanced Microscopy Techniques Corp., Danvers, MA).
4.3. Experimental Setup
The experimental setup is shown in Figure S3. A wavelength-tunable pulsed Ti:sapphire laser pumped by a Q-switched Nd:YAG laser at a repetition rate of 10 Hz (Lotis TII; Symphotic) was used for the photothermolysis experiment. The laser system provides laser pulses with a 15 ns pulsewidth and wavelength options of 1064 and 532 nm and is continuously tunable from 700 to 960 nm. A laser wavelength was selected to match the absorption peak of the nanoparticle applied in each experiment.
The laser beam was adjusted by a beam expander and then directed onto live tumor cells seeded in microplates, which were placed under a Leica microscope (Lecia Microsystems, Wetzlar, Germany). The images were acquired using a cooled CCD camera (CoolSNAPPro, Media Cybernetics, Rockville, MD). The incident laser energy density of the sample was regulated by controlling either the laser pulse energy or the beam size. The laser pulse energy was measured by a pyroelectric energy meter (PE25-C, Ophir, North Logan, UT). The laser energy fluence on cells was calculated according to the laser beam incident angle and verified by measurement. The laser light from a continuous-wave diode laser (15 Plus, Doimed, U.K.) at a wavelength of 808 nm was also directed onto tumor cells for a side-by-side comparison with the pulsed laser light at the same wavelength.
4.4. Sample Preparation
A431 epidermoid carcinoma cells overexpressing EGFR and NIH/3T3 fibroblast cells were obtained from the American Type Culture Collection (Manassas, VA). To prepare the cell culture for observation using a microscope, microscope slides (Fisher) were placed into plastic Petri dishes. The cell cultures were incubated in Dulbecco’s modified Eagle’s medium containing 10% fetal bovine serum at 37 °C in a humidified atmosphere with 5% CO2. Twenty-four hours after plating, the medium in the dish was replaced with fresh medium, followed by the addition of either PEG-HAuNS (control) or C225-HAuNS to a final concentration of 2 OD (optical density at 780 nm, ∼0.06 mg Au/mL). After incubation at 37 °C for 2 h, the cells were washed two times using the same cell medium to remove unbound HAuNSs before laser treatment. The microscope slides were then taken out of the Petri dish, with a film of medium solution remaining on the surface. The slides were then covered with a cover glass (Fisher) before laser irradiation and microscopic observation. To examine the integrity of the cell membrane, 20 μL of trypan blue (0.4% in phosphate-buffered saline, Thermo Fisher Scientifics, Waltham, MA) was added to the Petri dishes during plating.
Acknowledgments
We thank Tamara K. Locke from the Department of Scientific Publications for editing the manuscript. This work was supported in part by the John S. Dunn Foundation, by the John S. Dunn, Sr., Distinguished Chair in Diagnostic Imaging to Dr. William A. Murphy Jr., by the University Cancer Foundation via the Institutional Research Grant (IRG) program at the University of Texas MD Anderson Cancer Center, and the National Cancer Institute (grant R44 CA196025). The transmission electron microscopy work was done at the High-Resolution Electron Microscopy Core Facility, which is supported by the National Institutes of Health through MD Anderson’s Cancer Center Support Grant P30 CA016672.
Supporting Information Available
The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acsomega.8b00712.
Author Present Address
† Department of Mechanical Engineering, The University of Kansas, 1530 West 15th Street, Lawrence, Kansas 66045, United States (G.K.).
The authors declare no competing financial interest.
Supplementary Material
References
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