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Scientific Reports logoLink to Scientific Reports
. 2021 Jan 21;11:1867. doi: 10.1038/s41598-021-81187-7

Tribo-mechanical properties evaluation of HA/TiO2/CNT nanocomposite

Erfan Zalnezhad 1,, F Musharavati 2, Tianyi Chen 3, Fadi Jaber 4, Kaan Uzun 5, Muhammad E H Chowdhury 6, Amith Khandakar 6, Junxing Liu 7, S Bae 7,
PMCID: PMC7820248  PMID: 33479329

Abstract

In this study, a combination of reverse microemulsion and hydrothermal techniques were used to synthesize HA. A hydrothermal method was used to synthesize HA/TiO2/CNT nanocomposite powders. Cold and hot isostatic pressing techniques were used to fabricate tablet-shaped samples. To investigate the biocompatibility and tribo-mechanical properties of HA/TiO2 and HA/TiO2/CNTs, four samples were prepared with different percentages of CNTs, namely, HA/TiO2 (S0), HA/TiO2/CNT (S1.0), HA/TiO2/CNT (S2.0), and HA/TiO2/CNT (S3.0). The microstructure and morphology of the HA/TiO2/CNTs were characterized by transmission electron microscopy, scanning electron microscopy, energy-dispersive X-ray spectroscopy, and X-ray diffraction. Hardness test results show that S3.0 displayed the highest surface hardness (285 HV) compared to other samples. The wear rate of HA/TiO2/CNT with the highest CNT content showed a decrease compared with those of the other samples. The results from nanoindentation tests showed that Young’s modulus of the S3.0 sample was 58.1% greater than that of the S0 sample. Furthermore, the human MDA-MB-231 cell line demonstrated good binding to the surface of the samples in the in-vitro biocompatibility evaluation of the HA/TiO2/CNT composites.

Subject terms: Medical research, Engineering, Materials science

Introduction

Bioceramics sintered at high temperature have good mechanical strength and hardness, are difficult to dissolve in the body, are resistant to oxidization and corrosion deterioration, have thermal stability, are easy to heat to combat disinfection, and demonstrate proper wear resistance14. Ceramics can be fabricated into various shapes and sizes, such as granular, cylindrical, and tubular forms, and can be compact or porous. They can also be used as bone screws, bone splints, collar bones, or skull components5. Furthermore, they are easily colored; for example, ceramics used in teeth can be color-matched to the color of natural teeth. Also, bioceramics can be applied to artificial hearts, artificial joints, and artificial tooth roots and can be used as bone fillings, bone replacements, and bonding materials57.

Bioinert ceramics mainly refer to materials with the chemical properties of stable and good biocompatibility. The structure of these ceramic materials is relatively stable, and the material shows high mechanical strength, wear resistance, and chemical stability8,9. Al, Mg, Ti, and Zr oxides are the most widely used metal oxides in biomedical applications1012.

Biologically active ceramics include surface-bioactive ceramics and bioabsorbable ceramics, also known as biodegradable ceramics. Bio-surface-active ceramics usually contain hydroxyl groups and can be made porous for biological tissue to grow on and firmly bond with the ceramic surface13. Bio-absorbent ceramics are characterized by partial absorption or complete absorption in vivo and can induce new bone growth. Examples of biologically active ceramics are bioactive glass, hydroxyapatite ceramics, and tricalcium phosphate ceramics1416.

Hydroxyapatite (HA) is a surface-active material with the chemical formula Ca10(PO4)6(OH)2. Because the main component of hard human tissue (tooth and bone) is hydroxyapatite limestone, HA is also called hydroxyapatite ceramic artificial bone. It is a ceramic material with high bioactivity and biocompatibility. It is non-toxic, non-carcinogenic, and biodegradable, and it has the ability to directly bond with the bone. However, the main disadvantage of HA is its poor mechanical properties, including low fracture toughness and brittleness, which represent shortcomings for its wider clinical application to medicine. These limitations have encouraged the study of HA in composite materials1721.

Various studies on dense HA ceramics have been conducted to enhance the mechanical properties of HA. In recent years, greater focus has been directed toward the study of porous hydroxyapatite ceramics. Porous calcium phosphate implants mimic the structure of the bone matrix and have osteoinductive properties, which can provide the structure and channels for the growth of new bone tissue; thus, the tissue response to a porous calcium phosphate implant is much better than that of dense ceramics22. The success of a surgical implant depends not only on the bone-implant combination but also on the sterility of the surrounding surface of the implant, preventing bacterial infection associated with the material. As such, there is a demand for a material that can prevent bacterial infection. Studies have shown that the calcium ions in the HA lattice can be easily replaced by other metal ions, and such a replacement may result in improved bioactivity and promote bone binding and even antibacterial activity23,24.

Carbon nanotubes (CNTs) are known as super-nanomaterial. The unique structure, excellent performance, and broad prospects for scientific and technological applications of CNTs have received widespread attention22,2527. CNTs possess excellent mechanical properties and can withstand the high strain. Reportedly, CNTs exhibit a significant elastic modulus greater than 1 TPa and tensile strength of 30 GPa28. Therefore, CNTs are considered as an ideal one-dimensional nanocrystalline toughening material.

Zhan et al. added 10% single-walled CNTs to a nano-A12O3 sample. The hardness of the composites was 16.1 GPa after 3 min of discharge plasma sintering at 1500 °C. Ning et al. added 5% multi-walled CNTs to SiO2, and the composite bending strength and fracture toughness increased by 88% and 146%, respectively2933. Kealley et al. reinforced HA with CNTs for mechanical enhancement. Zanello et al. also showed that osteoblasts can grow and proliferate on CNTs3436. Pandey et al. studied the Bacterial and Tribological properties of Ti-4 V coated by HA/CNT/Ceria/Ag composite. The hardness, fracture toughness, elastic modulus, and wear resistance of the coated Ti-4v improved significantly. They also found that the HA/CNT/Ceria/Ag composite coating was cytocompatible37. In another study, Pandey et al. investigated the tribological properties of HA/CeO2/Ag composite coating onto titanium alloy. They Observed that the wear resistance of the coated sample increased by 89% (by fretting) and 13% (by scratch), by the addition of CeO2 and Ag reinforcement38. The Effects of boron nitride nanoplate on the mechanical properties of the hydroxyapatite composites prepared by spark plasma sintering investigated by Aguirre et al. The boron nitride nanoplate reinforced HA composites showed enhancement of 2.3 MPa and 79.79 MPa in fracture toughness and flexural strength of HA compared to the other researches (1.0 MPa). They claimed that regardless of the Weibull Distribution which indicated a sacrifice in mechanical reliability, all the composites synthesized in their study exhibited a low possibility of failure and a safety factor of ~ 5.6 was achieved39. Nezhad et al. studied the effect of titanium and carbon nanotubes on nano/micromechanical properties, wetability and biocompatibility of hydroxyapatite. They discovered that addition of 1% titanium nanotubes and 2% carbon nanotubes to the hydroxyapatite improved the nanoscratch and hydrophilicity, and reduced the cytotoxicity of hydroxyapatite composite compared with pure hydroxyapatite40. Awasthi et al. investigated the tribological properties of Ti-4v coated by HA/CNT using the electrophoretic deposition technique. First, they created channels on the surface of the titanium alloy using the abrasive water jet technique. Second, HA/CNT was deposited onto the titanium alloy substrate. The fretting wear tests conducted and the wear resistance of coated samples increased significantly due to the lower COF of the coated sample (0.22) compared to the bare substrate (0.27). They concluded that the enhancement in wear resistance of the coated sample was because of the textured channels trapping the particles released during the fretting wear test in the contact region41.

This research aimed to examine the biocompatibility and tribological and mechanical characteristics of HA/TiO2 and HA/TiO2/CNT (with different CNT content) nanocomposites. A hydrothermal technique was used to synthesize HA/TiO2/CNT nanocomposites. Hot isostatic pressure (HIP) was applied to the nanocomposites for sintering purposes. To evaluate the structure and morphology of the HA/TiO2/CNT nanocomposites, transmission electron microscopy (TEM), scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDX), and X-ray powder diffraction (XRD) were utilized. The biocompatibility, surface hardness, and wear resistance of the composites were examined.

Experimental details

Material preparation

Titanium butoxide (97%) was purchased from Sigma Aldrich. Hydrochloric acid (HCl, 35%), ethylene glycol (≥ 99%), and ethyl alcohol (94.5%) were purchased from Daejung Chemicals. CaCl2-2H2O (≥ 99%) and dimethylformamide (≥ 99%) were purchased from Sigma-Aldrich. CNTs (20–30 wt%) were purchased from Nano Solution Co. Ltd., Korea.

Sample preparation

Preparation of TiO2 powder

First, 1 ml titanium butoxide was added to 50 ml distilled water dropwise and stirred at 300 rpm for 15 min. Then, 1 ml HCl was added to the mixture dropwise and stirred for 5 min. Next, the product was transferred to a 75 ml autoclave and placed in an oven for 5 h at 160 °C. Figure 1 shows the schematic illustration of the TiO2 nanopowder fabrication process.

Figure 1.

Figure 1

Schematic illustration of the process of synthesizing TiO2 nanopowder.

Preparation of HA powder

To synthesize hydroxyapatite, 2.4 mol cetrimonium bromide was added to a 10 ml 0.3 M (NH4)2HPO4 solution and stirred at 50 °C. The mixture was maintained at ambient temperature for 3 h to ensure that the self-assembly process and cooperative interaction were accomplished. Meanwhile, 10 ml of Ca(NO3)2 was combined with 15 ml Triton X-100, 5 ml n-butanol, and 50 ml cyclohexane, creating a mixed oil phase. Then, the cetrimonium bromide and (NH4)2HPO4 mixture was poured into the aforementioned reverse microemulsion under gentle and continuous stirring. Lastly, the final solution (microemulsion) was transferred into a 150 ml Teflon container and sealed tightly in a stainless steel cylinder, which was heated in an oven at 160 °C overnight.

Preparation of nanocomposites

In this study, we prepared four different groups of sample (with 5 samples in each group) and the composition of each group is shown in Table 1. Hydrothermally synthesized HA/TiO2/CNTs with different compositions were HA/TiO2, HA/TiO2/CNT-1.0, HA/TiO2/CNT-2.0, and HA/TiO2/CNT-3.0, which, hereafter, are named S0, S1.0, S2.0, and S3.0, respectively. The composite powders were centrifugally cleaned with deionized water five times and then dried for 8 h in a vacuum oven at 120 °C. Figure 2 shows the schematic of the preparation process of the HA/TiO2/CNTs.

Table 1.

Percentage of each material in the HA/TiO2/CNT composites.

Name HA% TiO2% CNT%
S0 90 10 0
S1.0 89.6 9.4 1
S2.0 88.6 9.4 2
S3.0 87.6 9.4 3
Figure 2.

Figure 2

Schematic of the process of synthesizing the composite.

Composite tablet preparations

The CIP process was performed before the HIP process to produce a relatively dense tablet. The composite powder was uniaxially compressed into a disc using a 10 mm diameter tungsten carbide (WC) mold at 250 MPa. HIP was conducted at 1150 °C for 1 h in an argon gas atmosphere with high purity at 160 MPa. Both heating and cooling rates were maintained under 5 °C per min. The heat-treated specimens were 3 mm thick and 10 mm in diameter. Before the mechanical performance test, the HIPed specimens were mounted with epoxy resin. The surface of the specimens was polished with SiC paper of 600–2000 grit. Final polish was conducted with 0.5, 3, and 9 µm (particle size) polishing suspension to achieve a smooth surface with uniform roughness all over the specimens.

Evaluation of microhardness

Samples were tested for hardness with a Vickers microhardness tester (Shimadzu HMV-2000, Shimadzu Corporation, Japan). Loading was terminated once the depth of penetration reached its maximum level; thereafter, the force was retained steady for 5 s. Micro-indentation tests were carried out on four specimens, and 10 indentations were performed on each specimen with a force of 1.961 N. Microscopic images were provided to characterize the impressions after indentation.

Nanoindentation

To characterize the nanomechanical properties of the nanocomposite, such as modulus of elasticity, a Hysitron nanoindenter apparatus was used. A standard fused quartz substrate was used for calibration purposes. Nanoindentation was carried out with 10 s loading and unloading as well as a holding time of 3 s at the maximum load. The modulus of elasticity was calculated using the Oliver–Pharr method31.

Tribology test

The wear resistance of the samples was examined using a wear-testing machine (reciprocating) with a ball made of stainless steel (4 mm diameter) as a normal load. The balls and tablets were washed in distilled water and acetone before the start of the test. A normal load of 10 N was applied to the tablet under reciprocating conditions. The friction coefficient (µk) was calculated by dividing friction force F by normal force N. The rate of wear was evaluated using a high-precision (0.0001 mg) weight balance (METTER TOLEDO, Switzerland).

Characterization

Microstructural and morphological characterizations of the composite powders (HA/TiO2/CNTs) were carried out through high-resolution SEM (FEI NOVA Nano 450) and TEM. The crystalline phase of the specimens was analyzed by an XRD powder (PANalytical’s Empyrean) armed with a monochromated Cu Kα radiation source (k = 1.54056 Å). EDX analysis was conducted to analyze the elemental composition of the specimens by using an EDX system (S-2380N, Hitachi) connected to the SEM.

In vitro biocompatibility tests

To visualize the feasible cells, the human MDA-MB-231 cell line, which exhibits effective green fluorescent protein (GFP), was utilized. Cells were grown with 10% fetal bovine serum (FBS) and 1% pen-strep (PS) antibiotics in T-25 culture flasks, using Dulbecco's adapted Eagle medium (DMEM). Cells were kept in a culture incubator until reaching 80% confluency under an atmosphere of 5% CO2 at 37 °C. Next, cells were trypsinized, centrifuged, and re-suspended in 1 mL of DMEM (10% FBS, 1% PS). Then, 100 L of cell suspension was applied to the surfaces of HA, HA/TiO2, and HA/TiO2/CNT. The specimens remained intact for 20 min; thereafter, 5 mL of DMEM media (1% PS, 10% FBS) was applied to ensure that the cells were immersed in the culture medium. The specimens were then placed into the culture incubator for the next 3 days. Then, through the addition of paraformaldehyde, the cells were fixed on the third day. Fluorescence imaging was carried out by using an inverted microscope (Nikon, Japan) with a FITC-LP01 filter array (Semrock Inc., USA) to visualize the cell morphology.

Results and discussion

Biocompatibility test

Figure 3 shows the biocompatibility test on the surfaces of the HA, S0, and S3.0 nanocomposites. The results of the biocompatibility test for the pure HA and HA/TiO2 composites without CNT are shown in Fig. 3a,b, respectively. As shown in Fig. 3c, the HA/TiO2/CNT nanocomposite allowed cell proliferation and attachment, as evidenced by the fluorescent GFP signal generated from the MDA-MB-231 cells. Furthermore, the observation of cell diffusion on the surface of the specimen indicates a typical epithelial morphology, indicating high surface adhesion and nanocomposite biocompatibility. These findings suggest that the cells are efficiently attached and proliferated on the surfaces of the S3.0, HA, and S0 specimens.

Figure 3.

Figure 3

Growth of MDA-MB-231 cells on the surface of (a) HA, (b) S0, and (c) S3.0 nanocomposites.

Morphology and structure

Figure 4a,b show the TEM images of the CNTs and S3.0 samples. As can be seen from the image, CNTs have a diameter of approximately 20 nm and a length of a few microns. Figure 4b indicates that TiO2 and HA nanoparticles are properly bounded by CNTs. To prepare the sample for the SEM and EDX tests, 2 mg of S3.0 powder was added to 4 ml distilled water and sonicated for 15 min. Then, 2 drops of the suspension were poured into a glass and dried in the oven at 70 °C for 48 h. Figure 5 shows the typical SEM micrographs of the HA/TiO2/CNT nanocomposites synthesized by the hydrothermal method. Figure 5a,b present the SEM of the HA/TiO2/CNTs at different magnifications. Higher magnification of SEM is included in Fig. 5g (inset) to better reveal the morphology and structure of the composite. CNTs can be seen along with the TiO2 nanoparticles. CNT, TiO2, and HA particles are distributed over the glass, with more HA and TiO2 nanoparticles shown than CNTs.

Figure 4.

Figure 4

TEM images of (a) CNTs and (b) S3.0 sample.

Figure 5.

Figure 5

(a,b) SEM views at 20 µm and 5 µm magnifications, respectively; (cf) EDX elemental mapping; (g) elemental composition of nanocomposite (the selected area is embedded in the EDX); and (h) SAED. Pictures show the S3.0 sample.

EDX analysis was performed for further investigation. Figure 5c–g present the elemental analysis and intensity of different elements, such as Ca, P, O, Ti, and C, in the S3.0 sample. To further characterize the distribution of the different elements in the nanocomposite, EDX elemental distribution mapping was performed as shown in Fig. 5g. The Ca, P, C, O, and Ti elements were evenly distributed in the HA/TiO2/CNT nanocomposites. Figure 5h presents the selected-area electron diffraction (SAED) analysis of the S3.0 sample; as can be seen, the composite sample exhibits a multi-crystalline structure. Table 2 shows the detailed elemental composition of the S3.0 sample. The weight percentages of C, O, P, Ca, and Ti were 1.09, 32.39, 18.76, 42.57, and 5.19, respectively.

Table 2.

Detailed elemental composition of S1.5 sample.

Element Weight% Atomic% Net int. Error%
CK 1.09 2.34 1.60 17.56
OK 32.39 52.02 59.40 10.72
PK 18.76 15.56 221.90 3.03
CaK 42.57 27.29 289.70 2.31
TiK 5.19 2.79 25.40 5.75

X-ray diffraction analysis

XRD patterns for the powder S0 and sintered S3.0 are shown in Fig. 6. The characteristic diffraction peaks of HA were centered at 10.8°, 16.7°, 21.5°, 22.6°, 25.8°, 28.3°, 28.9°, 31.6°, 33.2°, 34.3°, 35.6°, 39.8°, 43.6°, 46.8°, 48.2°, 49.2°, and 53.2°. The sharp and intense diffraction peaks at 2θ = 25.8°, 2θ = 31.6°, 2θ = 33.2°, 2θ = 34.1°, 2θ = 39.8°, 2θ = 46.6°, and 2θ = 49.2° of HA were attributed to the (002), (311), (300), (220), (410), (422), and (313) lattice planes, respectively (Fig. 6a). The XRD pattern of the fabricated S3.0 sample can be seen in Fig. 6b. The main peak belongs to HA (JCPDS No. 09-0432), which incorporates strong and sharp peaks as a result of the high crystallinity of the HIPed composite. According to the phase transition at HA, two main stages of tricalcium phosphate (TCP) (α-TCP and β-TCP) are considered. β-TCP (JCPDS No. 070-2065) at the two highest peaks, 2θ = 27.77 and 2θ = 31.02, does not exist in the consolidation. Meanwhile, TCP (JCPDS No. 029-0359) has no peaks at 2θ = 30.71, whereas the other peaks at 2θ = 28.8 and 2θ = 34.2 are overlapped with the peaks of HA at 2θ = 28.93 and 2θ = 34.3. Thus, we were unable to identify α-TCP or β-TCP. Such findings indicate that during the HIPed process, HA does not break down into TCP. Moreover, the characteristic diffraction peaks of the TiO2 at 24.9°, 37.8°, 38.9, 47.8, 53.2° corresponded to the (103), (004), (112), and (200), (105), and (211) crystal planes. Earlier research showed that in the HIPed and HA composites, in which HA only partially decomposed into TCP, the non-stoichiometric composition or trace impurities existing in the HA powders enhanced the decomposition. An exceptionally uniform composition and nanocrystalline HA-related purity stabilize the sample when it is decomposed at high temperatures42. In fact, the S3.0 sample contains traces of CNT and TiO2 after the HIP process, and their presence was confirmed by TEM, SEM, and EDS.

Figure 6.

Figure 6

XRD spectra of the HA and S3.0 samples.

Mechanical characterization

Over the past few years, various studies regarding the mechanical behavior of materials have focused on micro- and nano-hardness through the nanoindentation test. In this work, the mechanical behaviors of the S0, S1.0, S2.0, and S3.0 nanocomposites were determined, as shown in Fig. 7. The surface hardness values of the composites S0, S1.0, S2.0, and S3.0 were 107, 232, 245, and 285 HV, respectively. These findings suggest that even small amounts of CNT have a notable impact on the mechanical characteristics of the bulk. The surface hardness of the S1.0, S2.0, and S3.0 samples improved by 116.8%, 129%, and 166.4%, respectively, compared with that of S0, which are significant enhancements. The hardness of the S2.0 and S3.0 sample surfaces improved by 5.6% and 22.8% compared with that of S1.0, respectively. The hardness of the S3.0 surface was 14% greater than that of S2.0, indicating that, with increasing CNT, there is a relative improvement in the surface hardness of the S3.0 nanocomposite. The mechanical properties in this study depend on the sintering method used. Hot pressing was used by Zhao et al.43 to determine that the hardness increased as the amount of graphene increased, and the fracture toughness improved by 75% in comparison with that of pure HA. Zhang et al.44 utilized the spark plasma sintering process to enhance the elastic modulus, hardness, and fracture toughness compared with those of pure HA by 31%, 43%, and 82%, respectively. For further investigation, microscopic images were captured before and after the hardness tests. Figure 8a–d present the microstructure of polished S0, S1.0, S2.0, and S3.0 composites before the hardness test. The corresponding micrographs of the tested (hardness) samples were placed in front of each image. With an increase in the CNT content from 0% to 3.0%, the size of the diamond scars due to indentation decreased because of the greater surface hardness. With an increase in the CNT content of the samples, the hardness of the CNT-reinforced hydroxyapatite composites increased significantly45.

Figure 7.

Figure 7

Microhardness of S0, S1.0, S2.0, and S3.0 samples.

Figure 8.

Figure 8

(ad) Microscopic images of S0, S1.0, S2.0, and S3.0 samples.

The plastic deformation in the HA matrix decreases through the strengthening effect of the CNTs because CNTs have greater stiffness46. Higher surface hardness results in greater scratch and wear resistance that is advantageous in orthopedic implant applications47. The cracks propagate through the composite, reaching the CNTs and causing a deflection in the CNTs while absorbing energy; this results in the toughening of the matrix. In other words, the mechanical interlocking and proper chemical bonding of CNTs in the HA matrix requires more energy to propagate the cracks in the composite and may absorb more fracture energy45,47.

Nanoindentation test

In this study, nanoindentation tests were performed to evaluate the elastic moduli of the S0, S1.0, S2.0, and S3.0 nanocomposites. Indentation loads were introduced at different depths between 0 and 1000 nm. Figure 9a,c,e,g show the normal load against displacement (or penetration) diagram for S0, S1.0, S2.0, and S3.0, respectively. The penetration forces (load on the sample) for S0, S1.0, S2.0, and S3.0 were 23 mN, 21 mN, 26 mN, and 38 mN, respectively. It is evident that an increase in the CNT concentration in the compound enhances the normal load needed for penetration into the substrate. Figure 9b,d,f,h present the elastic modulus obtained by nano-indentation at various depths. The Young’s moduli of S0, S1.0, S2.0, and S3.0 were 31, 35, 45, and 49 GPa, respectively. It is worth noting that the elastic modulus can be attained quickly as a function of the depth. Three major factors affect the elastic modulus enhancement of S1.0, S2.0, and S3.0 composites: (a) load transfer efficiency at the HA/CNT interface, (b) higher modulus of elasticity of CNTs, and (c) uniform distribution of CNTs in the HA matrix46,48. Furthermore, the HA cations can react with the functionalized CNTs (carboxyl groups), possibly creating –COO–Ca–OOC– chemical bonding49. The nearby contact among the CNTs and the HA structure may create further CNT binding among the ceramic matrix, resulting in mechanical interlocking enhancement47. Therefore, the abovementioned mechanisms enhancing the bonding strength among the CNTs and HA causes an enhancement in the efficiency of the load transfer among the CNTs and HA matrix. It is thought that when composite material undergoes stress, first, the matrix deforms because of its lower modulus of elasticity. A proper stress transfer from the HA matrix to the CNTs and TiO2 may take place because of the sufficient bonding between the CNTs and the HA matrix at the interface. It has been suggested that TiO2 nanoparticles and mainly CNTs can absorb more energy and stress than hydroxyapatite, which leads to an enhancement in the modulus of elasticity of the HA/TiO2/CNT composite.

Figure 9.

Figure 9

Characteristic load vs nanoindentation depth for samples S0, S1.0, S2.0, and S3.0.

The actual elastic modulus may be affected by the concentration of CNT. The findings of this study indicate that the modulus of elasticity first rose as the indentation depth increased, then decreased to some degree after reaching 1000 nm in depth. Such a result could be attributed to the wear of the dense surface and densification of the inner layers, all of which occurred during the indentation. This result explains why the areas underneath the indenter stylus are denser, yet those on the other parts of the indenter are exposed to densification stresses and wear. Therefore, although the surface was penetrated by the tip of the indenter, the modulus of elasticity was enhanced because of the overall composite strength. Moreover, the densification of the region around the indentation is partly responsible for the increased material strength, which resulted in wear between the surfaces of the indenter and composite. The rule of hysteresis loop (residual stress) during loading–unloading suggests that the surfaces of composites encounter dissipation of elastic energy and achieve better stiffness, frictional energy, elastic response, and compressive plastic deformation. This dense area implies dissipated energy due to the plasticity of the material. Figure 9b–h (modulus of elasticity against displacement for S0, S1.0, S2.0, S3.0 nanocomposites) illustrates that Young’s modulus increased at shallow depths (0–400 nm), whereas it decreased from 400 to 600 nm. The Young’s modulus of S0 reached 31 GPa (at a depth of 230 nm) and declined as the depth of indentation increased. Besides, Young’s modulus of S1.0 was amplified until reaching 36 GP, after which it displayed a downturn as the indentation depth continued to increase. The elastic moduli of S2.0 and S3.0 increased to 45 GP and 49 GPa, then declined to 38 and 46 GPa, respectively.

With the absence of CNTs, the application of the normal load leads to compression of the HA and TiO2 nanoparticles, with the empty spaces between the particles getting smaller. In addition, owing to the weaker bonding between HA and the TiO2 nanoparticles, the stylus can easily separate them and penetrate to the substrate to greater depths (compared with HA/TiO2/CNT composite), the nano-/micro-cracks initiate and propagate with less resistance through the substrate and, therefore, create a larger stylus impression; consequently, less surface hardness would be achieved. However, CNTs prevent the easy separation of nanoparticles because of the bridging phenomenon, and they can also fill the empty spaces between the particles, resulting in less compression upon the application of the normal load. Moreover, the CNTs that are positioned vertically in the composites serve as columns that undergo buckling when the stylus surface pushes the tubes down. In contrast, the HA and TiO2 nanoparticles surrounding the CNTs (columns) serve as supports, holding the piles vertical and helping them resist the buckling, thereby, increasing the mechanical properties of the entire nanocomposite substrate. Figure 10a–d show the schematic of nanoindentation and penetration of the stylus under different conditions. Figure 10a shows that because of the existence of CNTs, the stylus penetrates a few nanometers (Y nm) less than the stylus shown in Fig. 10b; this can be due to the horizontal alignment of the CNTs, which undergo bending at the time of loading. These horizontally aligned tubes serve as bridges between the HA/TiO2 nanoparticles, resisting the cracks to be propagated. Furthermore, the nanoparticles surrounding the horizontal tubes, especially the ones at the bottom of the tubes, support the tubes, preventing bending under the normal load of the stylus (Fig. 10d). The vertically aligned nanotubes, which undergo buckling at the time of stylus penetration, are supports of the HA and TiO2 nanoparticles that surround the tubes and help the tubes resist against buckling (Fig. 10c).

Figure 10.

Figure 10

Schematic of nanoindentation and penetration of stylus under different conditions; indentation on (a) HA/TiO2 reinforced by CNTs, (b) HA/TiO2 reinforced, (c) vertical CNTs, and (d) horizontal CNTs.

Tribomechanical properties

A reciprocating wear test was conducted to evaluate the tribological behavior of the nano-composites with various amounts of CNTs. The tribological behavior of the samples (S0, S1.0, S2.0, and S3.0) was calculated in terms of the coefficient of friction (COF) and wear mass loss. Wear mass loss is inversely proportional to the resistance to wear. The friction coefficients of the different samples as a function of CNT content are presented in Fig. 11a. It is evident that CNT has a significant impact on the coefficient of friction of the composites. The average friction coefficients for the S0, S1.0, S2.0, and S3.0 samples were 0.85, 0.69, 0.56, and 0.41, respectively. The S3.0 composite showed the lowest average friction coefficient.

Figure 11.

Figure 11

(a) Coefficient of friction of HA/TiO2/CNT 0%, 1.0%, 2.0%, and 3.0%, (b) Optical images of worn surface of the HA-TiO2-CNT samples with (b1) 0%, (b2) 1.0%, (b3) 2.0%, (b4) 3.0%, and (c) Effect of CNT content on the wear rate of HA/TiO2/CNT nanocomposites.

Figure 11b (b1–b4) shows the top-view images of the different samples after wear testing. As the amount of CNT in the composite changed from 0% to 3.0%, the composite appeared to have greater resistance to wear than the S0 sample, owing to an improvement in the surface hardness. In addition, recent studies found that under physiological conditions, introducing HA into the coatings creates a lubricating layer with adequate resistance to wear on the surface. Phosphate anions in the composite are formed with hydrated ions and become an extensive hydration film that generates lubricated contact to reinforce the antifriction characteristic of the composite, like a molecular ball-bearing50.

A higher composite surface hardness leads to greater resistance to mass removal, thereby increasing the lateral (transverse) force. Increasing the lateral force while the normal force is kept constant leads to composites with higher COF.

Additional understanding of the wear characteristics of the S0, S1.0, S2.0, and S3.0 nanocomposites was obtained by investigating the morphology of the wear track. As shown in Fig. 11b1–b4, a flat morphology was observed in the wear trajectory of HA, which indicates the complete removal of the mass abrasive wear mechanism. The HA/TiO2 wear track showed displacement of mass toward the outer edge of the track, resulting in piling up effect. This is a specific characteristic of plastic deformation. While it is uncommon in brittle ceramics, such as TiO2 and HA, the reinforcement of CNTs in TiO2 and the HA matrix is the cause of this behavior in this case51,52. The wear tracks with higher magnification of different composites are also presented beside the corresponding figures. Figure 11 shows that the S0 composite with TiO2 particles suffered from intense wear with a rough and wide wear track. These characteristics suggest that the core wear mechanism of the S0 sample was abrasive wear48,53.

The debris was detected on the scratched surface, resulting from the delamination of the different nanoparticles in the reciprocating wear test. It was thought that the delamination was primarily attributed to the brittle fracture of the TiO2 sliding under the stainless steel ball. The high frictional shear stress due to the high COF was the reason for the brittle fracture between the stainless steel ball and the surface of the nanocomposite. Thus, brittle fracture and abrasive wear were the key mechanisms responsible for the wear scar of the S0 composite, resulting in a higher wear rate. From a comparison point of view, the width of the wear track in the S3.0 sample is smaller than those of the other samples because of its higher surface hardness and better lubrication (graphite removal from CNTs), which helped to withstand against the reciprocating ball and resulted in the removal of fewer particles and fragments.

Figure 11c shows the wear loss of composites under a 10 N normal load. The shear force of the wear probe may not be sufficient to scrape off the HA/TiO2 reinforced by CNT from the composite surface. The presence of CNT in S1.0, S2.0, and S3.0 decreases the wear mass loss of HA/TiO2 by 13.33, 66.67, and 53.33%, respectively. Because of its inhomogeneous microstructure and higher porosity, the wear loss of HA/TiO2 could be greater. The improved wear resistance of the CNT-containing composites is the product of their enhanced mechanical properties. The hardened CNT-reinforced composition prevents the loss of mass related to chipping and fracture during wear.

Figure 12a,b show a schematic of reciprocating wear and the top view of the tablet-shaped nanocomposite (contains HA, TiO2, and CNT particles). Figure 12a depicts the wear debris and the tribo-film on the contact surfaces due to the relative movement between the ball and substrate. Figure 12c (c′-c‴) shows a schematic of the wear process between the stainless steel ball and S0 sample. As the normal stress at these asperities is high, plastic deformation and adhesive bonds at the junctions (Fig. 12c′) are created. In addition, owing to the relative sliding between the stainless steel ball and nanocomposite substrate, surface films from both (ball and substrate) breakthrough (Fig. 12c″) and cause a temperature rise sufficiently to cause the migration/diffusion of atoms from one body to another body, resulting in the micro welding between asperities (Fig. 12c‴). Particles that are removed from one surface are either permanently or temporarily attached to the other surface. Owing to high temperatures and micro welding, the particles from the stainless steel are removed during the reciprocating movement. As the localized temperature is very high and oxygen is abundant, the metal debris is oxidized and creates hard metal-oxide particles. As the motion continues, these metal oxides, along with TiO2, contribute to an increase in the COF and the wear rate. Meanwhile, on the surfaces of the S3.0 sample and ball (lubricated surfaces because of the presence of graphite particles), the wear process is usually mild and generates fine and small debris and particles. Therefore, abrasive wear or delamination wear predominates under lubricated conditions, as graphite particles (removed from CNTs) serve as a coating of a solid lubricating system that separates the opposing surfaces while the lubricant itself wears away (Fig. 12d (d′–d″).

Figure 12.

Figure 12

Schematic of (a) reciprocating wear, (b) top view of HA/TiO2/CNT nanocomposite, (c) reciprocating wear of S0 and (d) reciprocating wear of S3.0.

Conclusion

In summary, nanocomposites of HA, TiO2, and CNTs were fabricated in situ by utilizing a combination of different techniques such as reverse microemulsion and the hydrothermal method. Furthermore, HIP was conducted at 1150 °C and 160 MPa as a consolidation procedure. CNT-containing composites exhibited enhanced biological and tribomechanical behavior in comparison with the behavior of the HA/TiO2 composite. A hardness test revealed that the surface hardness of the S1.0, S2.0, and S3.0 specimens improved by 116.8%, 129%, and 166.4%, respectively, over that of the S0 specimen. The results of the wear experiments showed that different rates of CNT can decrease the COF of composites. Moreover, the loss of mass due to wear in the S1.0, S2.0, and S3.0 specimens was greatly improved by 13.33%, 66.67%, and 53.33%, respectively, over that of the S0 specimen. The findings of the cell culture experiments suggest that adding CNT to the HA/TiO2 sample enhanced both cell proliferation and adhesion. Nanoindentation tests show that Young’s modulus of S0 reached 31 GPa and decreased as the depth of indentation increased. The Young’s modulus of S2.0 increased to 45 GPa, then decreased to 38 GPa. Likewise, for S3.0, the nano-hardness increased to 49 GPa at a depth of 500 nm and decreased thereafter.

Acknowledgements

This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. NRF-2020R1A4A1019074).

Author contributions

E.Z., F.M., T.C., F.J., K.U., M.E.H.C., A.K., J.L., S.B. All authors contributed equally in this work.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Erfan Zalnezhad, Email: e.zalnezhad@gmail.com.

S. Bae, Email: sbae@hanyang.ac.kr

References

  • 1.Li, J. & Hastings, G. W. In Handbook of Biomaterial Properties (eds Murphy, W., Black, J. & Hastings, G.) 339–352 (Springer New York, New York, 2016).
  • 2.White AA, Best SM, Kinloch IA. Hydroxyapatite-carbon nanotube composites for biomedical applications: A review. Int. J. Appl. Ceram. Technol. 2007;4:1–13. doi: 10.1111/j.1744-7402.2007.02113.x. [DOI] [Google Scholar]
  • 3.Ahn ES, Gleason NJ, Nakahira A, Ying JY. Nanostructure processing of hydroxyapatite-based bioceramics. Nano Lett. 2001;1:149–153. doi: 10.1021/nl0055299. [DOI] [Google Scholar]
  • 4.Heimann RB. Classic and Advanced Ceramics: From Fundamentals to Applications. New York: Wiley; 2010. [Google Scholar]
  • 5.Patel NR, Gohil PP. A review on biomaterials: Scope, applications & human anatomy significance. Int. J. Emerg. Technol. Adv. Eng. 2012;2:91–101. [Google Scholar]
  • 6.Krajewski A, Ravaglioli A, Wen S, Feng J. Microstructural features of synthetic ceramized chlorapatite in comparison with human enamel crystals. J. Appl. Crystallogr. 1992;25:465–470. doi: 10.1107/S0021889891014085. [DOI] [Google Scholar]
  • 7.Obata A, Ogura N, Kasuga T. Preparation of bone-like apatite coating on mullite ceramics with silicon-ion releasability. J. Ceram. Soc. Jpn. 2008;116:14–19. doi: 10.2109/jcersj2.116.14. [DOI] [Google Scholar]
  • 8.Kamitakahara M, Ohtsuki C, Kawachi G, Wang D, Ioku K. Preparation of hydroxyapatite porous ceramics with different porous structures using a hydrothermal treatment with different aqueous solutions. J. Ceram. Soc. Jpn. 2008;116:6–9. doi: 10.2109/jcersj2.116.6. [DOI] [Google Scholar]
  • 9.Janeway PA. Bioceram'Show & Tell'Dazzles DC. Am. Ceram. Soc. Bull. 2006;85:18–20. [Google Scholar]
  • 10.Liu X, Chu PK, Ding C. Surface modification of titanium, titanium alloys, and related materials for biomedical applications. Mater. Sci. R Rep. 2004;47:49–121. doi: 10.1016/j.mser.2004.11.001. [DOI] [Google Scholar]
  • 11.Yuan H, Li Y, De Bruijn J, De Groot K, Zhang X. Tissue responses of calcium phosphate cement: A study in dogs. Biomaterials. 2000;21:1283–1290. doi: 10.1016/S0142-9612(00)00016-8. [DOI] [PubMed] [Google Scholar]
  • 12.Chang B-S, et al. Osteoconduction at porous hydroxyapatite with various pore configurations. Biomaterials. 2000;21:1291–1298. doi: 10.1016/S0142-9612(00)00030-2. [DOI] [PubMed] [Google Scholar]
  • 13.Sous M, et al. Cellular biocompatibility and resistance to compression of macroporous β-tricalcium phosphate ceramics. Biomaterials. 1998;19:2147–2153. doi: 10.1016/S0142-9612(98)00118-5. [DOI] [PubMed] [Google Scholar]
  • 14.Kamitakahara M, Ohtsuki C, Miyazaki T. Behavior of ceramic biomaterials derived from tricalcium phosphate in physiological condition. J. Biomater. Appl. 2008;23:197–212. doi: 10.1177/0885328208096798. [DOI] [PubMed] [Google Scholar]
  • 15.Gu Y, Khor K, Cheang P. Bone-like apatite layer formation on hydroxyapatite prepared by spark plasma sintering (SPS) Biomaterials. 2004;25:4127–4134. doi: 10.1016/j.biomaterials.2003.11.030. [DOI] [PubMed] [Google Scholar]
  • 16.Yu L-G, Khor K, Li H, Cheang P. Effect of spark plasma sintering on the microstructure and in vitro behavior of plasma sprayed HA coatings. Biomaterials. 2003;24:2695–2705. doi: 10.1016/S0142-9612(03)00082-6. [DOI] [PubMed] [Google Scholar]
  • 17.Balani K, Chen Y, Harimkar SP, Dahotre NB, Agarwal A. Tribological behavior of plasma-sprayed carbon nanotube-reinforced hydroxyapatite coating in physiological solution. Acta Biomater. 2007;3:944–951. doi: 10.1016/j.actbio.2007.06.001. [DOI] [PubMed] [Google Scholar]
  • 18.Søballe K. Hydroxyapatite ceramic coating for bone implant fixation: Mechanical and histological studies in dogs. Acta Orthop. Scand. 1993;64:1–58. doi: 10.3109/17453679309155636. [DOI] [PubMed] [Google Scholar]
  • 19.Park JB, Bronzino JD. Biomaterials: Principles and Applications. Boca Raton: CRC Press; 2002. [Google Scholar]
  • 20.Geetha M, Singh AK, Asokamani R, Gogia AK. Ti based biomaterials, the ultimate choice for orthopaedic implants—A review. Prog. Mater. Sci. 2009;54:397–425. doi: 10.1016/j.pmatsci.2008.06.004. [DOI] [Google Scholar]
  • 21.Özcan M, Hämmerle C. Titanium as a reconstruction and implant material in dentistry: Advantages and pitfalls. Materials. 2012;5:1528–1545. doi: 10.3390/ma5091528. [DOI] [Google Scholar]
  • 22.Fujishima A, Zhang X, Tryk DA. TiO2 photocatalysis and related surface phenomena. Surf. Sci. Rep. 2008;63:515–582. doi: 10.1016/j.surfrep.2008.10.001. [DOI] [Google Scholar]
  • 23.Rautray TR, Narayanan R, Kwon TY, Kim KH. Surface modification of titanium and titanium alloys by ion implantation. J. Biomed. Mater. Res. B Appl. Biomater. 2010;93:581–591. doi: 10.1002/jbm.b.31596. [DOI] [PubMed] [Google Scholar]
  • 24.Kawai T, et al. Bone-bonding properties of Ti metal subjected to acid and heat treatments. J. Mater. Sci. Mater. Med. 2012;23:2981–2992. doi: 10.1007/s10856-012-4758-4. [DOI] [PubMed] [Google Scholar]
  • 25.Tugulu S, Löwe K, Scharnweber D, Schlottig F. Preparation of superhydrophilic microrough titanium implant surfaces by alkali treatment. J. Mater. Sci. Mater. Med. 2010;21:2751–2763. doi: 10.1007/s10856-010-4138-x. [DOI] [PubMed] [Google Scholar]
  • 26.Roy P, Berger S, Schmuki P. TiO2 nanotubes: Synthesis and applications. Angew. Chem. Int. Ed. 2011;50:2904–2939. doi: 10.1002/anie.201001374. [DOI] [PubMed] [Google Scholar]
  • 27.Avés EP, et al. Hydroxyapatite coating by sol–gel on Ti–6Al–4V alloy as drug carrier. J. Mater. Sci. Mater. Med. 2009;20:543–547. doi: 10.1007/s10856-008-3609-9. [DOI] [PubMed] [Google Scholar]
  • 28.Treacy MJ, Ebbesen TW, Gibson JM. Exceptionally high Young's modulus observed for individual carbon nanotubes. Nature. 1996;381:678–680. doi: 10.1038/381678a0. [DOI] [Google Scholar]
  • 29.Salvetat J-P, et al. Mechanical properties of carbon nanotubes. Appl. Phys. A. 1999;69:255–260. doi: 10.1007/s003390050999. [DOI] [Google Scholar]
  • 30.Curtin WA, Sheldon BW. CNT-reinforced ceramics and metals. Mater. Today. 2004;7:44–49. doi: 10.1016/S1369-7021(04)00508-5. [DOI] [Google Scholar]
  • 31.Zhan G-D, Kuntz JD, Wan J, Mukherjee AK. Single-wall carbon nanotubes as attractive toughening agents in alumina-based nanocomposites. Nat. Mater. 2003;2:38–42. doi: 10.1038/nmat793. [DOI] [PubMed] [Google Scholar]
  • 32.Dresselhaus M, Dai H. Carbon nanotubes: Continued innovations and challenges. MRS Bull. 2004;29:237–243. doi: 10.1557/mrs2004.74. [DOI] [Google Scholar]
  • 33.Peigney A. Tougher ceramics with nanotubes. Nat. Mater. 2003;2:15–16. doi: 10.1038/nmat794. [DOI] [PubMed] [Google Scholar]
  • 34.Chłopek J, et al. In vitro studies of carbon nanotubes biocompatibility. Carbon. 2006;44:1106–1111. doi: 10.1016/j.carbon.2005.11.022. [DOI] [Google Scholar]
  • 35.Zanello LP, Zhao B, Hu H, Haddon RC. Bone cell proliferation on carbon nanotubes. Nano Lett. 2006;6:562–567. doi: 10.1021/nl051861e. [DOI] [PubMed] [Google Scholar]
  • 36.Kealley, C., Ben-Nissan, B., Van Riessen, A. & Elcombe, M. In Key Eng. Mater. 597–602 (Trans Tech Publ).
  • 37.Pandey A, et al. Enhanced tribological and bacterial resistance of carbon nanotube with ceria-and silver-incorporated hydroxyapatite biocoating. Nanomaterials. 2018;8:363. doi: 10.3390/nano8060363. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Pandey A, Nigam VK, Balani K. Multi-length scale tribology of hydroxyapatite reinforced with ceria and silver. Wear. 2018;404:12–21. doi: 10.1016/j.wear.2018.01.006. [DOI] [Google Scholar]
  • 39.Aguirre TG, et al. Effects of the addition of boron nitride nanoplate on the fracture toughness, flexural strength, and Weibull distribution of hydroxyapatite composites prepared by spark plasma sintering. J. Mech. Behav. Biomed. Mater. 2019;93:105–117. doi: 10.1016/j.jmbbm.2019.01.021. [DOI] [PubMed] [Google Scholar]
  • 40.Nezhad EZ, et al. Effects of titanium and carbon nanotubes on nano/micromechanical properties of HA/TNT/CNT nanocomposites. Appl. Surf. Sci. 2020;538:148123. doi: 10.1016/j.apsusc.2020.148123. [DOI] [Google Scholar]
  • 41.Awasthi S, Pal VK, Choudhury S. Effect of surface modifications by abrasive water jet machining and electrophoretic deposition on tribological characterisation of Ti6Al4V alloy. Int. J. Adv. Manuf. Technol. 2018;96:1769–1777. doi: 10.1007/s00170-017-1164-6. [DOI] [Google Scholar]
  • 42.Baradaran S, et al. Mechanical properties and biomedical applications of a nanotube hydroxyapatite-reduced graphene oxide composite. Carbon. 2014;69:32–45. doi: 10.1016/j.carbon.2013.11.054. [DOI] [Google Scholar]
  • 43.Zhao Y, et al. Microstructure and anisotropic mechanical properties of graphene nanoplatelet toughened biphasic calcium phosphate composite. Ceram. Int. 2013;39:7627–7634. doi: 10.1016/j.ceramint.2013.03.018. [DOI] [Google Scholar]
  • 44.Zhang L, et al. A tough graphene nanosheet/hydroxyapatite composite with improved in vitro biocompatibility. Carbon. 2013;61:105–115. doi: 10.1016/j.carbon.2013.04.074. [DOI] [Google Scholar]
  • 45.Chen Y, et al. Carbon nanotube reinforced hydroxyapatite composite coatings produced through laser surface alloying. Carbon. 2006;44:37–45. doi: 10.1016/j.carbon.2005.07.011. [DOI] [Google Scholar]
  • 46.Echeberria J, et al. Hard and tough carbon nanotube-reinforced zirconia-toughened alumina composites prepared by spark plasma sintering. Carbon. 2012;50:706–717. doi: 10.1016/j.carbon.2011.09.031. [DOI] [Google Scholar]
  • 47.Meng YH, Tang CY, Tsui CP, Chen DZ. Fabrication and characterization of needle-like nano-HA and HA/MWNT composites. J. Mater. Sci. Mater. Med. 2008;19:75–81. doi: 10.1007/s10856-007-3107-5. [DOI] [PubMed] [Google Scholar]
  • 48.Lahiri D, Singh V, Keshri AK, Seal S, Agarwal A. Carbon nanotube toughened hydroxyapatite by spark plasma sintering: Microstructural evolution and multiscale tribological properties. Carbon. 2010;48:3103–3120. doi: 10.1016/j.carbon.2010.04.047. [DOI] [Google Scholar]
  • 49.Khazeni D, Saremi M, Soltani R. Development of HA-CNTs composite coating on AZ31 magnesium alloy by cathodic electrodeposition. Part 1: Microstructural and mechanical characterization. Ceram. Int. 2019;45:11174–11185. doi: 10.1016/j.ceramint.2019.02.143. [DOI] [Google Scholar]
  • 50.Dusza J, et al. Microstructure and fracture toughness of Si3N4+ graphene platelet composites. J. Eur. Ceram. Soc. 2012;32:3389–3397. doi: 10.1016/j.jeurceramsoc.2012.04.022. [DOI] [Google Scholar]
  • 51.Chen Y, Zhang TH, Gan CH, Yu G. Wear studies of hydroxyapatite composite coating reinforced by carbon nanotubes. Carbon. 2007;45:998–1004. doi: 10.1016/j.carbon.2006.12.021. [DOI] [Google Scholar]
  • 52.Wang Q, Ge S, Zhang D. Nano-mechanical properties and biotribological behaviors of nanosized HA/partially-stabilized zirconia composites. Wear. 2005;259:952–957. doi: 10.1016/j.wear.2005.02.064. [DOI] [Google Scholar]
  • 53.Golberg D, et al. Structural peculiarities of in situ deformation of a multi-walled BN nanotube inside a high-resolution analytical transmission electron microscope. Acta Mater. 2007;55:1293–1298. doi: 10.1016/j.actamat.2006.09.034. [DOI] [Google Scholar]

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