- freely available
Int. J. Mol. Sci. 2012, 13(9), 11941-11953; doi:10.3390/ijms130911941
Published: 20 September 2012
Abstract: Colloidal Cu@CuAlO2-Al2O3 bimetallic nanoparticles were prepared by a gamma irradiation method in an aqueous system in the presence of polyvinyl pyrrolidone (PVP) and isopropanol respectively as a colloidal stabilizer and scavenger of hydrogen and hydroxyl radicals. The gamma irradiation was carried out in a 60Co gamma source chamber with different doses up to 120 kGy. The formation of Cu@CuAlO2-Al2O3 nanoparticles was observed initially by the change in color of the colloidal samples from colorless to brown. Fourier transform infrared spectroscopy (FTIR) confirmed the presence of bonds between polymer chains and the metal surface at all radiation doses. Results of transmission electron microscopy (TEM), energy dispersive X-ray spectrometry (EDX), and X-ray diffraction (XRD) showed that Cu@CuAlO2-Al2O3 nanoparticles are in a core-shell structure. By controlling the absorbed dose and precursor concentration, nanoclusters with different particle sizes were obtained. The average particle diameter increased with increased precursor concentration and decreased with increased dose. This is due to the competition between nucleation, growth, and aggregation processes in the formation of nanoclusters during irradiation.
Investigation on bimetallic nanoparticles in colloidal solution is of great interest due to their applications in catalysis [1–4], electronics , optics [5,6], and the change in the surface plasmon band energy [7,8] relative to the component monometallic particles . Two different types of bimetallic colloids exist: alloys, and those with a core-shell structure [10,11]. In particular, Al-Cu bimetallic nanoparticles have been more recently studied for improving the materials properties of aluminum in terms of increasing hardness or strength associated with decreasing particle size . There are several routes for producing Al-Cu bimetallic nanoparticles, such as laser ablation , spark plasma sintering , electrochemical deposition , self-propagating high-temperature synthesis , and radiolytic reduction . Among these, the gamma irradiation induced technique has proven to be an appropriate method for fabrication of monometallic or bimetallic nanoparticles because it produces fully reduced and highly pure metallic nanoparticles, free from by-products and reducing agents [9,17,18]. Large numbers of free electrons and solvated electrons produced during gamma-ray irradiation in colloidal solutions can reduce the metal ions into zero-valent metal atoms without using reducing agents or catalysts and their consequent side reactions [19,20]. In addition, hydroxyl and hydrogen radicals (OH• and H•), induced in radiolysis of water are also strong reducing agents in aqueous colloidal solution. To prevent this, the OH• and H• radicals scavenger, isopropanol, was commonly added into the precursor solutions. Isopropanol scavenged OH• and H• radicals and at the same time isopropanol changed into isopropanol radicals, which eventually reduced Al3+ and Cu2+ into zero-valent atoms of Al0 and Cu0 as shown in the following reactions :
To prevent increasing particle size, a polymer is often used, either natural or synthetic, with some affinity for metals. The polymer is adsorbed on the cluster in aqueous solution and reduced surface tension . These substances also control both the reduction rate of metal ions and the aggregation process of metal atoms . It was reported that polyvinyl pyrrolidone (PVP) could stabilize colloidal particles in water and many non-aqueous solvents by adsorbing onto a broad range of materials, such as metals (e.g., gold, silver, and iron), and metal oxides (kaolinite, TiO2, iron oxide, and alumina) [23,24]. Fourier transform infrared spectroscopy (FTIR) could be used to confirm the presence of bonds between polymer chains and the metal surface.
The purpose of the present work is to report the synthesis of the PVP-capped colloidal Al-Cu bimetallic nanoparticles under the gamma-irradiation method. The textural and morphological characteristics of the prepared Al-Cu bimetallic nanoparticles were studied with various techniques to verify the influence of dose and ion concentrations on morphology and particle size distribution of the nanoparticles, as well as to explore other parameters of interest.
2. Results and Discussion
2.1. Formation of Al-Cu Clusters in the Presence of PVP
An oversimplified scheme of the interactions between the PVP capping agent and metal ions before irradiation is shown in Figure 1, which shows that the Al (III) and Cu (II) ions are bound by the ionic bonds between the metallic ions and the amide group in a polymeric chain. PVP acts as a stabilizer for dissolved metallic salts through steric and electrostatic stabilization of the amide groups of the pyrrolidone rings . However, the real mechanism is more complex, due to the presence of hydrogen bonds between water molecules themselves and between the water molecules and the carbonyl polarized groups or positivity nitrogen from the pyrrolidone rings. Moreover, each ion is surrounded with a shell of water molecules [26,27].
The reduction process is controlled by the respective redox potentials . Copper ions (Cu2+) are more easily reduced (higher redox potential, E0(V) = +0.34) than aluminum ions (Al3+, E0(V) = −1.66) and for this reason the rate of reaction of solvated electrons in the solution with Cu ions are higher than with Al ions. Thus, when bivalent Cu ions are irradiated, the reduction occurs from the reaction of solvated electrons and possibly H• atoms, in so far as H• atoms are not scavenged by isopropanol, and Cu zero-valent content increases (reaction 5). Then in a further step, when Cu2+ ions are depleted, the reduction of Al3+ increased, which occurs exclusively at the surface of the Cu particles (reactions 6 and 7) . Accordingly, the resulting particles are bilayered with a core of the more easily reduced metal and a shell made of the other metal.
It is a well known fact that to prepare pure Cu, Al, or Al-Cu bimetallic nanoparticles by radiation synthesis in air without the influence of oxygen is not easy. The intended Al-Cu bimetallic nanoparticles are contaminated with oxygen. Therefore, it is safe to note that the final product of this synthesis would be Cu@CuAlO2-Al2O3 nanoparticles as we can see later from the EDX and XRD analyses. Figure 2 shows the comparison between TEM images of Cu nanoparticles and the core-shell structure of Cu@CuAlO2-Al2O3 nanoparticles. In a TEM image (Figure 2b), the shells can be partially distinguished from the cores, because the lower atomic number of Al provides less contrast in a TEM image than Cu. The boundary between the core and shell is not sharp, however, which suggests that the shells might not be pure Al, but CuAlO2 and Al2O3 instead. The same interpretation reported for other elements by M. S. Shore .
Figure 3 presents a comparison of FT-IR spectra of PVP alone and PVP-capped Cu@CuAlO2-Al2O3 nanoparticles at doses of 80, 100, and 120 kGy. The spectra are given in the range 3000–400 cm−1, because the main chemical changes occurred in this range. In the spectrum of pure-PVP (Figure 3a), the peaks located at 1647, 1426, and 1279 cm−1, are assigned to the C=O stretching vibration, CH2 bending vibration, and C-N stretching vibration band, respectively [30–33]. The PVP molecules in aqueous solution may take resonance structures as shown in Figure 1b . In the FT-IR spectrum of PVP-capped Cu@CuAlO2-Al2O3 nanoparticles (Figure 3b), compared to pure PVP (Figure 3a), the intensity of the C=O stretching band decreased, indicating on the formation of intermolecular bonds between PVP and shell. As shown in Figure 3b, the adsorption band appeared at 1016 cm−1 generally assigned to C-N, indicating the coordination between N and Cu@CuAlO2-Al2O3 nanoparticles. Compared to pure PVP, this peak was reduced due to the strengthened C–N bonds of the pyridine when the metal was incorporated. The change of the peak shape below 900 cm−1 is associated with the Al-O bond vibrations [34,35]. These peaks slightly increased with increasing dose, indicating the amount of that the oxide form of Al on the surface of Cu nanoparticles increased (Figure 3b–d).
2.2. Effect of Dose
The morphology of the Cu@CuAlO2-Al2O3 colloidal nanoparticles was observed by employing the TEM technique. The shape of the particles in all colloids was quasi-spherical. Figure 4 shows a representative TEM image of the PVP-capped Cu@CuAlO2-Al2O3 nanoparticles at various radiation doses. It appears that the Cu@CuAlO2-Al2O3 particles are well separated with no agglomeration tendency, which is roughly parallel to the stability of the colloids.
The average size of Cu@CuAlO2-Al2O3 nanoparticles decreases from 12 nm at 80 kGy to 4.5 nm at 120 kGy radiation dose. Variation in the particle size could refer to the difference in the nucleation and growth processes. At low doses, the reduction rate was slow and only small numbers of nuclei were formed. So the number of nuclei remained constant or increased slower than the amount of unreduced ions. The unreduced ions collided with the nuclei already formed that led to the formation of larger ions and subsequently after interacting with solvated electrons produced larger particles. At higher doses, the enhanced reduction rate favored the generation of many more nuclei. When the number of nuclei increased faster than that of unreduced ions, little ion association can take place and smaller particles would be obtained .
XRD patterns of pure PVP and PVP-capped Cu@CuAlO2-Al2O3 nanoparticles at various radiation doses are presented in Figure 5. In Figure 5b–d, diagrams exhibit reflections that could clearly be assigned to the typical face-centered cubic (fcc) Cu pattern, that increased by increasing dose. In addition, Al2O3 and CuAlO2 reflections were found in the samples. Low intensities of CuAlO2 and Al2O3 diffraction peaks are assumed to arise from the fact that Al clusters are thinly coated on the Cu nanoparticles. The oxidation form of Al may result in a slight inevitable surface oxidation during the process of PVP-capping, washing, or drying. This result is in good agreement with the EDX results of samples.
The quantitative determination of the Al and Cu contents, on the surface of the samples, was made by EDX analysis (Figure 6). At low dose, the reduction starts by reducing copper ions to zerovalent atoms as far as Cu0 atoms were more concentrated than Cu2+ ions. In further steps by increasing dose, the reduction of Al3+ increased, which was eventually assaulted by oxygen at the surface of the Cu particles. The existence of a carbon peak confirms the presence of PVP stabilizer in the prepared EDX samples.
2.3. Effect of Initial Ion Concentration
The effect of precursor concentration on the formation of Cu@CuAlO2-Al2O3 nanoparticles was studied with varying concentrations of total ions: 5.0 × 10−5, 5.4 × 10−5, 5.7 × 10−5, 6.0 × 10−5, and 6.4 × 10−5 mol/mL at a constant concentration of PVP and at the fixed Al/Cu mole ratio of 70/30. In this mole ratio, the most probable case is the existence of a uniform core-shell structure of Cu@CuAlO2-Al2O3. Figure 7 shows the TEM results of the Cu@CuAlO2-Al2O3 nanoparticles obtained at various AlCl3 and CuCl2 concentrations. Only the TEM images for ion concentrations of 5.0 × 10−5, 5.7 × 10−5, and 6.4 × 10−5 mol/mL at 120 kGy are shown here. TEM results show the average size of Cu@CuAlO2-Al2O3 nanoparticles increases from 4.5 nm at the lowest ion concentration to 13 nm at the highest.
Increasing ion concentration causes the bimetallic nanoparticles to become larger in size, which can be seen by shifting the center of size distribution in Figure 8 towards a larger size. Three main reasons describe these behaviors of nanoparticles. Firstly, by increasing concentration of metal ions in the solution, the rate of ion association under irradiation to form larger particles increases. Secondly, the small particles make wavy movements and collide with each other in solution, leading to particle aggregation. On the other hand, the viscosity of the aqueous solution and therefore speed of particle movement can be changed by the ratio of polymer/ions. Increasing the ion concentration (decreasing ratio of polymer/ions) can increase the collision probability. Finally, the adsorption of PVP on the surface of nanoparticles can reduce the surface energy and further agglomeration of nanoparticles [37,38]. Thus, increasing ion concentration reduces the tendency of polymer capping on the surface of nanoparticles, leading to larger particles.
Composition analysis for each ion concentration of Cu@CuAlO2-Al2O3 by EDX is summarized in Table 1. Results of EDX show that, under the same radiation dose by increasing ion concentration, concentration of reduced Al atoms increases. The atomic percentages of Al nanoparticles are always higher than that of Cu nanoparticles, indicating that the Cu core was mostly covered by an Al layer.
X-ray powder diffraction diagrams of Cu@CuAlO2-Al2O3 colloids, presented in Figure 9. As can be observed, at lower precursor concentration of zero-valent state copper and alumina reflections was found. The alumina layer mostly covered the Cu core, thus protecting it from corrosion. The oxidation of Al may results in a slight inevitable surface oxidation during the process of washing and drying. By increasing ion concentration, the thickness of the alumina layer that coated the Cu core increased, which can affect the crystallinity of Cu. Therefore, the count of reflection peaks of Cu decreases with increasing ion concentration. The XRD diagram for sample with the highest ion concentration clearly shows that the sample is entirely amorphous (Figure 9e).
3. Experimental Section
Copper chloride dihydrate (CuCl2·2H2O) and aluminum chloride hexahydrate (AlCl3·6H2O), which are used as precursors, were purchased from Systerm. PVP (MW = 29,000, Sigma Aldrich, St Louis, MO, USA) and isopropanol were used as a capping agent to reduce the agglomeration and radical scavenger of hydroxyl radicals, respectively. The precursors, capping agent, and radical scavenger were used “as received”, without further purification.
3.2. Preparation of PVP-Capped Cu@CuAlO2-Al2O3 Nanoparticles
In order to make PVP-capped Cu@CuAlO2-Al2O3 nanoparticles, we used a stock solution of 3% PVP by dissolving PVP powder in distilled water, then AlCl3 and CuCl2 were added into the PVP solution at constant Al/Cu mole ratio (Al/Cu = 70/30) in the presence of isopropanol (1.3 mol/L). The solution was magnetically stirred, bubbled with nitrogen for 1 h at 70 °C, and the solution divided into several parts in the glass tubes. The mixture solution was irradiated by Co-60 γ-ray source chamber with a dose rate of 2.9 kGyh−1 and each sample received different doses of 80, 100, and 120 kGy. In this method, γ-rays interact with matter in the solution, mainly by photoelectric absorption and Compton scattering to reduce secondary electrons which induced reactive species, such as solvated electrons. These electrons reduce the metal ions to metal atoms, which then aggregated to form metallic nanoparticles.
FT-IR spectra were recorded using a PerkinElmer FTIR model 1650 spectrometer. The particle size and particle distribution were determined from transmission electron microscopy (TEM) micrographs (HITACHI H-7100 TEM). Samples for TEM studies were prepared by placing a drop of the irradiated solutions on a TEM copper grid. The sample on the grids was allowed to dry naturally for several hours. The TEM characterization was carried out at 100 keV. The microstructure of the Al-Cu nanoparticles was characterized by the XRD technique using a Shimadzu diffractometer (Model XRD 6000) using Cu Kα (0.154 nm) X-rays to generate diffraction patterns. Energy dispersive X-ray analysis (EDX-JSM-6400 JEOL) was used to determine the composition of the bimetallic nanoparticles and their element weight percentage. For the preparation of EDX, XRD and FTIR samples, colloidal samples were washed several times with water and ethanol by centrifugation and finally dried at 50 °C at atmospheric pressure to make a fine powder.
We have succeeded in synthesizing Cu@CuAlO2-Al2O3 nanoparticles in core-shell structure from a CuCl2 and AlCl3 solution stabilized in PVP by a gamma radiolytic technique. The FT-IR analysis of colloidal nanoparticles shows that PVP was absorbed onto the Al shell during particle growth. The particle size was determined by using transmission electron microscopy. At high doses and low ion concentration, where the nucleation event is very fast, the radiation synthesis produced smaller sizes of nanoparticles. At lower doses and higher ion concentration, where the nucleation event is less than the unreduced ions, the radiation synthesis produced larger sizes of nanoparticles following aggregation. Consequently, at a fixed PVP, capping the Cu@CuAlO2-Al2O3 nanoparticle growth process is a dose and precursor concentration dependent process.
- Toshima, N.; Yonezawa, T.; Kushihashi, K. Polymer-protected palladium–platinum bimetallic clusters: Preparation, catalytic properties and structural considerations. J. Chem. Soc. Faraday Trans 1993, 89, 2537–2543.
- Esumi, K.; Goino, M.; Koide, Y. Adsorption and adsolubilization by monomeric, dimeric, or trimeric quaternary ammonium surfactant at silica/water interface. J. Colloid Interface Sci 1996, 183, 539–545.
- Belloni, J. Nucleation, growth and properties of nanoclusters studied by radiation chemistry: Application to catalysis. Catal. Today 2006, 113, 141–156.
- Bonelli, R.; Zacchini, S.; Albonetti, S. Gold/iron carbonyl clusters for tailored Au/FeOx supported catalysts. Catalysts 2011, 2, 1–23.
- Schön, G.; Simon, U. A fascinating new field in colloid science: Small ligand-stabilized metal clusters and possible application in microelectronics. Colloid Polym. Sci 1995, 273, 101–117.
- Liu, R.S.; Chen, H.M.; Hu, S.F. Synthesis and characterization of nano metals with core-shell structure. China Part 2004, 2, 160–163.
- Link, S.; El-Sayed, M.A. Spectral properties and relaxation dynamics of surface plasmon electronic oscillations in gold and silver nanodots and nanorods. J. Phys. Chem 1999, 103, 8410–8426.
- Han, S.W.; Kim, Y.; Kim, K. Dodecanethiol-derivatized Au/Ag bimetallic nanoparticles: TEM, UV/VIS, XPS, and FTIR analysis. J. Colloid Interface Sci 1998, 208, 272–278.
- Zhang, Z.; Nenoff, T.M.; Huang, J.Y.; Berry, D.T.; Provencio, P.P. Room temperature synthesis of thermally immiscible Ag-Ni nanoalloys. J. Phys. Chem 2009, 113, 1155–1159.
- Mallin, M.P.; Murphy, C.J. Solution-phase synthesis of sub-10 nm Au-Ag alloy nanoparticles. Nano Lett 2002, 2, 1235–1237.
- Zhang, Z.; Nenoff, T.M.; Leung, K.; Ferreira, S.R.; Huang, J.Y.; Berry, D.T.; Provencio, P.P.; Stumpf, R. Room-temperature synthesis of Ag−Ni and Pd−Ni alloy nanoparticles. J. Phys. Chem 2010, 114, 14309–14318.
- Abedini, A.; Saion, E.; Larki, F. Radiation-induced reduction of mixed copper and aluminum ionic aqueous solution. J. Radioanal. Nucl. Chem 2012, 292, 983–987.
- Teghil, R.; D’Alessio, L.; Simone, M.; Zaccagnino, M.; Ferro, D.; Sordelet, D. Pulsed laser ablation of Al-Cu-Fe quasicrystals. Appl. Surf. Sci 2000, 168, 267–269.
- Roy, D.; Kumari, S.; Mitra, R.; Manna, I. Microstructure and mechanical properties of mechanically alloyed and spark plasma sintered amorphous-nanocrystalline Al65Cu20Ti15 intermetallic matrix composite reinforced with TiO2 nanoparticles. Intermetallics 2007, 15, 1595–1605.
- Denisova, J.; Katkevics, J.; Erts, D.; Viksna, A. An impedance study of complex Al/Cu-Al2O3 electrode. Conf. Ser. Mater. Sci. Eng 2011, doi:10.1088/1757-899X/23/1/012040.
- Jin, S.; Shen, P.; Zhou, D.; Jiang, Q. Self-propagating high-temperature synthesis of nano-TiCx particles with different shapes by using carbon nano-tube as C source. Nanoscale Res. Lett 2011, 6, 515.
- Abedini, A.; Larki, F.; Saion, E.; Zakaria, A.; Zobir Hussein, M. Influence of dose and ion concentration on formation of inary Al-Ni alloy nanoclusters. Rad. Phys. Chem 2012, 81, 1653–1658.
- Naghavi, K.; Saion, E.; Rezaee, K.; Yunus, W.M.M. Influence of dose on particle size of colloidal silver nanoparticles synthesized by gamma radiation. Radiat. Phys. Chem 2010, 79, 1203–1208.
- Abedini, A.; Larki, F.; Saion, E.B.; Zakaria, A.; Hussein, M.Z. Radiation formation of Al–Ni bimetallic nanoparticles in aqueous system. J. Radioanal. Nucl. Chem 2012, 292, 1–6.
- Nenoff, T.M.; Jacobs, B.W.; Robinson, D.B.; Provencio, P.P.; Huang, J.; Ferreira, S.; Hanson, D.J. Synthesis and low temperature in situ sintering of uranium oxide nanoparticles. Chem. Mater 2011, 23, 5185–5190.
- Zhiqiang, L.; Xiaobin, L.; Zhihong, P. The mechanism of agglomeration and control in the process of ultrafine powder prepared by wetchemical method. Chemistry 1999, 7, 54–57.
- Toshima, N.; Yonezawa, T. Bimetallic nanoparticles—Novel materials for chemical and physical applications. New J. Chem 1998, 22, 1179–1201.
- Wang, J.; Tsuzuki, T.; Tang, B.; Cizek, P.; Sun, L.; Wang, X. Synthesis of silica-coated ZnO nanocomposite: The resonance structure of polyvinyl pyrrolidone (PVP) as a coupling agent. Colloid Polym. Sci 2010, 288, 1705–1711.
- Pattanaik, M.; Bhaumik, S.K. Adsorption behaviour of polyvinyl pyrrolidone on oxide surfaces. Mater. Lett 2000, 44, 352–360.
- Naseri, M.G.; Saion, E.B.; Ahangar, H.A.; Hashim, M.; Shaari, A.H. Simple preparation and characterization of nickel ferrite nanocrystals by a thermal treatment method. Powder Technol 2011, 1, 80–88.
- Rudolph, W.W.; Mason, R.; Pye, C.C. Aluminium (III) hydration in aqueous solution. A Raman spectroscopic investigation and an ab initio molecular orbital study of aluminium (III) water clusters. Phys. Chem. Chem. Phys 2000, 2, 5030–5040.
- Yamanaka, K.; Kameda, Y.; Amo, Y.; Usuki, T. Local structure around chloride ion in anion exchange resin. J. Phys. Chem 2007, 111, 11337–11341.
- Jiao, D.; Leung, K.; Rempe, S.B.; Nenoff, T.M. First principles calculations of atomic nickel redox potentials and dimerization free energies: A study of metal nanoparticle growth. J. Chem. Theory Comput 2011, 7, 485–495.
- Shore, M.S.; Wang, J.; Johnston Peck, A.C.; Oldenburg, A.L.; Tracy, J.B. Synthesis of Au (Core)/Ag (Shell) nanoparticles and their conversion to AuAg alloy nanoparticles. Small 2011, 7, 230–234.
- Maensiri, S.; Laokul, P.; Promarak, V. Synthesis and optical properties of nanocrystalline ZnO powders by a simple method using zinc acetate dihydrate and poly(vinyl pyrrolidone). J. Cryst. Growth 2006, 289, 102–106.
- Sui, X.; Liu, Y.; Shao, C.; Xu, C. Structural and photoluminescent properties of ZnO hexagonal nanoprisms synthesized by microemulsion with polyvinyl pyrrolidone served as surfactant and passivant. Chem. Phys. Lett 2006, 424, 340–344.
- Wang, H.; Qiao, X.; Chen, J.; Wang, X.; Ding, S. Mechanisms of PVP in the preparation of silver nanoparticles. Mater. Chem. Phys 2005, 94, 449–453.
- Pavia, D.L. Introduction to Spectroscopy, 3th ed ed.; Brooks/Cole Pub Co: Washington DC, USA, 2009; p. 680.
- Oréfice, R.L.; Vasconcelos, W.L. Sol-gel transition and structural evolution on multicomponent gels derived from the alumina-silica system. J. Sol-Gel Sci. Technol 1997, 9, 239–249.
- Urretavizcaya, G.; Cavalieri, A.; López, J.M.P.; Sobrados, I.; Sanz, J. Thermal evolution of alumina prepared by the sol-gel technique. J. Mater. Synth. Process 1998, 6, 1–7.
- Chen, D.H.; Wu, S.H. Synthesis of nickel nanoparticles in water-in-oil microemulsions. Chem. Mater 2000, 12, 1354–1360.
- Zhang, X.; Zhou, R.; He, L.; Rao, W.; Chen, Y.; Xin, L. Influence of PVA and PEG on Fe3O4 nano-particles prepared by EB irradiation. J. Radiat. Res 2005, 6, 325–328.
- Zhou, F.; Zhou, R.; Hao, X.; Wu, X.; Rao, W.; Chen, Y.; Gao, D. Influences of surfactant (PVA) concentration and pH on the preparation of copper nanoparticles by electron beam irradiation. Radiat. Phys. Chem 2008, 77, 169–173.
|Table 1. Results of EDX for Cu@CuAlO2-Al2O3 nanoparticles in various ion concentrations at 120 kGy and fixed precursor mole ratio of Al/Cu = 70/30.|
|Precursor ion concentration (mol/mL)||Al content after irradiation (atomic %)||Cu content after irradiation (atomic %)|
|5.0 × 10−5||64||36|
|5.4 × 10−5||83.19||16.81|
|5.7 × 10−5||86.8||13.2|
|6.0 × 10−5||86.9||13.1|
|6.4 × 10−5||87.48||12.52|
© 2012 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland. This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).