Abstract
Enhanced antibacterial properties of nanomaterials such as TiO2 nanotubes (TNTs) and silver nanoparticles (AgNPs) have attracted much attention in biomedicine and industry. The antibacterial properties of nanoparticles depend, among others, on the functionalization layer of the nanoparticles. However, the more complex information about the influence of different functionalization layers on antibacterial properties of nanoparticle decorated surfaces is still missing. Here we show the array of ∼50 nm diameter TNTs decorated with ∼50 nm AgNPs having different functionalization layers such as polyvinylpyrrolidone, branched polyethyleneimine, citrate, lipoic acid, and polyethylene glycol. To assess the antibacterial properties, the viability of Gram-positive (Staphylococcus aureus) and Gram-negative bacteria (Escherichia coli and Pseudomonas aeruginosa) has been assessed. Our results showed that the functional layer of nanoparticles plays an important role in antibacterial properties and the synergistic effect such nanoparticles and TiO2 nanotubes have had different effects on adhesion and viability of G− and G+ bacteria. These findings could help researchers to optimally design any surfaces to be used as an antibacterial including the implantable titanium biomaterials.
Synergictic antibacterial effect of AgNPs–TiO2 nanotubes is influenced by different nanoparticle stabilizers.
Introduction
Antibacterial properties of metals,1 metal oxides2 and alloys3 have found significant use in clinics and industry. The protection of medical and surgical devices, clothes, or implantable materials from the growth and colonization of bacteria becomes the key factor for avoiding the transmission of infectious diseases or the acceptance of foreign materials in the host body.4 However, bacterial contamination, resistance to antibiotics, and the development of biofilms still pose hard-to-solve problems with many implants and medical devices.
The inhibition of bacterial adhesion and growth comes from the natural antibacterial properties of materials such as copper, titanium, zinc, silver, and their alloys.5 Nevertheless, many materials must be extra-modified to introduce the antibacterial coating based on chemically attached antibacterial peptides,6 metal oxides,2 organosilanes7 or polymers8 in order to inhibit the bacteria adhesion, growth and plaque formation. Besides, bacteria can also be killed based on photocatalytic properties of specific materials that have been successfully applied in water purification or air cleaning.9 The inorganic nanomaterials such as metal/metal oxide nanoparticles (NPs) and the nanostructured surface of metallic biomaterials have a great impact on their ability to be utilized for the bacterial growth inhibition and the prevention of biofilm formation that protects bacteria against antibiotics.10 The NPs size and shape11 and the topography of the nanostructured surface, including the type of the material can effectively modulate the antibacterial properties.12 Nevertheless, the mechanism of action is still being under the investigation. Some proposed theories speak about dissolved metal ion toxicity or generation of reactive oxygen species on the nanomaterial surface.13 Apart from these, the anti-adhesive surface may arise from the morphological and physico-chemical properties of materials.14 Even if the antibacterial properties of specific nanoparticles synthesized from Ag, Ti, Au, Zn, and its oxides are well known against both Gram-positive (Bacillus subtilis, Staphylococcus aureus) and Gram-negative bacteria (Escherichia coli, Pseudomonas aeruginosa), the impact of nanostructured surfaces has got attention in the last decades.15
Ti and its alloys have been applied in biomedicine for many years.16 The smooth surface of titanium implants does not appear to be sufficiently bioactive and suffer from infections and fibrous tissue development. Therefore, the TiO2 nanotubes with nanoscaled topography become an interesting nanomaterial to be recognized as an attractive and promising for biomedicine.17,18 TNTs have been found to have good corrosion resistance, biocompatibility, hemocompatibility, and enhanced bioactivity.19,20 Moreover, a nanostructured surface can modulate the protein adsorption and cellular responses such as adhesion, proliferation, or differentiation and antibacterial properties.21 In a positive way, the enhanced or stimulated biological response due to the nanostructured TiO2 surface may be considered to mimic the natural cellular environment.
The TNTs have been demonstrated to be a promising platform for a drug loading and delivery administration.22 The simple and controllable fabrication of highly ordered TNTs via electrochemical anodization process has been found to perform tunable drug-release of vancomycin23 or gentamicin.24 In addition to antibiotics loading, the doping with strontium and samarium25 or decoration with nanoparticles such as gold,26,27 zinc oxide,28 selenium,29,30 and silver31,32 have been demonstrated to enhance the antibacterial properties of TNTs.33–38 The antimicrobial properties of nanoparticles depend on the surface charge, nanoparticle size, shape, and surface coating (stabilizers/functional layers). Lately, the role of nanoparticle surface coatings became more apparent.39 To date, colloidal nanoparticles with different surface coatings have been synthesized and evaluated for their antibacterial action.40,41 However, the antibacterial properties of a free and decorated nanoparticles are supposed to significantly differ. To our knowledge, there is no information about the synergistic antibacterial effect of TiO2 nanotubes and Ag nanoparticles with different functional layers.
In our work, the array of ∼50 nm diameter TiO2 nanotubes has been fabricated via anodic oxidation of polished titanium foil. Subsequently, the nanotubes were decorated with commercial silver nanoparticles of ∼50 nm diameter. Nanoparticles were functionalized by polyvinylpyrrolidone, branched polyethyleneimine, citrate, lipoic acid and polyethylene glycol. Ag-decorated TNT arrays were characterized by scanning electron microspopy, atomic force microscopy and X-ray photoelectron spectroscopy. To assess the antibacterial properties, the adhesion and viability of Gram-positive (S. aureus) and Gram-negative bacteria (E. coli and P. aeruginosa) were performed. Our results showed that the functionalization layers of nanoparticles play an important role in antibacterial properties and should be considered when designing antibacterial surfaces.
Materials and methods
Anodic oxidation of titanium foil
The 0.125 mm thick titanium foil sheets (GoodFellow, 99.6+%, annealed) were degreased in acetone and isopropyl alcohol and polished with fabric disks and diamond suspension. TiO2 nanotubes were fabricated by single-step anodic oxidation in the electrolyte solution composed of ethylene glycol (Penta, CZ), 1.2 wt% ammonium fluoride (Sigma Aldrich) and 2 vol% of deionized water (Millipore Corp., USA, 18.2 MΩ).42 Electrochemical anodization was performed with a voltage ramp between 0 V and 30 V with a ramp speed of 1 V s−1. The anodization time was 30 minutes per sample. After the anodization, samples were rinsed with deionized water and dried with a nitrogen stream. The TNTs samples were subsequently annealed in a vacuum furnace at 450 °C for 3 hours.
Decoration of TNTs with Ag-NPs
The array of TiO2 nanotubes was decorated with commercial silver nanoparticles functionalized with polyvinylpyrrolidone (PVP), citrate, branched polyethyleneimine (BPEI), polyethylene glycol (PEG), and lipoic acid (Sigma-Aldrich; 0.02 mg mL−1 stock solutions) as depicted in Fig. 1. Because different nanoparticles exhibited different degree of adsorption rates onto the TiO2 nanotubes, we optimized the dilution of stock solution for each nanoparticle to achieve the same number of nanoparticles per surface area. Then, 15 μL of diluted nanoparticle suspension was dropped onto the heated TNTs surface until drying. Decorated samples were rinsed five times in deionized water and soaked in ultrapure water to remove any un-adsorbed nanoparticles. The morphology of AgNPs-TNTs array was characterized with scanning electron microscope (SEM, Mira II, Tescan, CZ), surface roughness was analyzed using atomic force microscopy (AFM) in dry non-contact mode (SPM, Dimension Icon, Bruker), and X-ray photoelectron spectroscopy has been used to analyze surface chemistry (XPS, AXIS Supra, Kratos Analytical Ltd, UK). XPS spectra were analyzed by a peak fitting software (CasaXPS version2.3.18PR1.0) provided by SPECS GmbH (Berlin, Germany).
Bacterial cultures and SEM microscopy
Bacterial strains of S. aureus (CCM 4223), E. coli (CCM 3954), and P. aeruginosa (CCM 3955) were purchased from the Czech Collection of Microorganisms (CZ). After overnight cultivation at 37 °C on blood agar, the strains were diluted in Mueller Hinton broth (Oxoid, UK) to the concentration of 1 × 106 CFU mL−1 (where CFU is colony-forming unit), measured by optical density at 600 nm (OD600). To image the bacteria on the TNTs surface using the SEM microscopy, 2 mL of bacterial suspension was dropped on TNTs (control) and AgNPs-TNTs array and incubated at 37 °C for 5 hours. Then, the samples were three-times gently washed with sterile physiological solution. Bacteria were fixated in 2% glutaraldehyde for 1 hour. The dehydration step was performed using graded ethanol concentration of 30%, 50%, 70%, 80%, 90%, 95% and 100%, one time for each and twice in 100% for 15 min each. Dried samples were coated with a 10 nm thick gold layer in order to achieve a better contrast of bacteria.
Antibacterial test
Live/dead fluorescence staining was performed to image and count the live and dead bacteria on the TNTs and AgNPs-TNTs surface. Samples were rinsed with sterile ultrapure water and left to dry in sterile conditions. The dried samples were subsequently placed in sterile 12-well plate, bathed in 2 mL of bacterial inoculum and incubated for 24 hours at 37 °C. After the incubation, samples were washed five times with sterile saline. The staining of bacteria with Live/Dead BacLight Bacterial Viability and Counting Kit (Thermo Fisher Scientific) was performed as recommended by the manufacturer. The samples were observed by inverted fluorescence microscope Olympus IX71 (Olympus, Japan) at a magnification of 20×. Captured images were analyzed with ImageJ software. The contrast, brightness, and the displayed range (max, min) were adjusted with the brightness/contrast tool until individual bacteria became clearly visible. The area occupied by red (or green) color was selected using the color threshold and calculated using the measurement module. The value in pixels was divided by the total number of pixels present in the analyzed image, and the area of bacterial coverage (in percentage) specific for live and dead bacteria was calculated.
Antibacterial properties of silver NPs decorated nanotubes were further evaluated via colony counting method. A bacterial inoculum with a density of 108 CFU mL−1 was prepared as the stock solution. Samples were rinsed in sterile water and 100 μL of bacterial suspension was spread onto the surface, followed by 4 hours' incubation at 37 °C. Subsequently, the samples were gently rinsed in PBS and adhered bacteria were de-attached by vortexing and sonication. Collected bacterial suspension was diluted 100 times with PBS. The 200 μL of diluted solution was inoculated on agar plates and incubated for 24 hours at 37 °C and 80% humidity. Bacteria colonies were then counted and colony forming unit was calculated (CFU mL−1).
Statistical analysis
Mean values and standard deviations of obtained data were calculated. Statistically significant differences (p < 0.05) were confirmed using Student's t-test. All shown data are expressed as the mean ± standard deviation. Coverage values are calculated from 5 images with the area of 558.7 × 419 μm per each sample and bacterium. Colony counting method was performed in duplicate.
Results and discussion
Characterization of TNTs and AgNPs–TNTs surface
TiO2 nanotubes decorated with silver nanoparticles were fabricated via single-step anodic oxidation of titanium foil, followed by adsorption of commercially available silver nanoparticles of similar diameter but having a different functionalization layer (PVP, BPEI, citrate, PEG and lipoic acid). TNTs array without nanoparticles was taken as a control. SEM image analysis of nanostructured surface resulted in highly ordered TNTs with a diameter of 51.11 ± 5.77 nm as depicted in Fig. 2.
The surface roughness of the undecorated TiO2 nanotubes was characterized using AFM. Fig. 3A shows the 3D morphology of TNTs. The surface roughness measured by AFM was approximately 24.34 nm. In order to confirm the uniform distribution of Ag nanoparticles on the TNTs surface, several independent SEM images were evaluated for the number of nanoparticles per scanned area. The analysis of SEM images confirmed the decoration of TNTs surface with 3–4 nanoparticles on the area of 4 μm2 for each of differently functionalized Ag nanoparticles (Fig. 3B and C). The size of nanoparticles of ∼50 nm also guaranteed their deposition on the top of nanotubes.
The presence of silver nanoparticles and chemical composition of TiO2 surface for bare- and silver-modified samples was investigated by X-ray photoelectron spectroscopy (XPS). In Fig. 4A, a typical XPS survey of the TiO2 surface after AgNPs decoration is shown. The survey shows the Ti, C, O and Ag signals, indicating that silver nanoparticles are adsorbed on the TiO2 nanotubes. Four main elements, i.e. Ti 2p, O 1s, C 1s and Ag 3d were quantitatively analyzed in details and XPS data is summarized in Table 1. Data shows that samples did not differ significantly in their compositions and chemical state of elements. All the samples possessed high carbon level on the surface in the range of 31–33%, which could be attributed to used electrolyte, or/and adsorbed CO2 from the air. The silver content ∼0.2% was indicated for all AgNPs decorated samples and no silver peak was observed for bare nanotubes. Similar Ag values on all samples also indicate that nanotubes were coated with nanoparticles evenly.
XPS analysis of bare-(control) and AgNPs decorated TiO2 nanotubes. Relative percentage of selected elements calculated from narrow spectra.
BPEI [%] | Citrate [%] | Lipoic [%] | PEG [%] | PVP [%] | Control [%] | |
---|---|---|---|---|---|---|
O 1s | 51.42 | 50.28 | 50.74 | 51.49 | 51.29 | 51.07 |
Ti 2p | 16.95 | 16.02 | 15.66 | 16.75 | 15.98 | 16.42 |
C 1s | 31.44 | 33.5 | 33.41 | 31.56 | 32.52 | 32.51 |
Ag 3d | 0.19 | 0.19 | 0.19 | 0.2 | 0.21 | 0 |
The characteristic high resolution XPS spectra of the Ag 3d region is shown in Fig. 4B. The signals at binding energies of 368 eV and 374 eV were corresponding to the 3d5/2 and 3d3/2 orbits of Ag0 (metallic silver). The nanoparticles are not oxidized, as no further peaks at lower BE energy were needed for the fit. Additionally, high resolution XPS spectra of the Ti 2p is shown in Fig. 4C. The Ti 2p3/2 peak has a maximum at 459 eV which can be assigned to TiO2. There is no contribution from metallic Ti (BE = 453.8 eV) which could be attributed to a thickness of oxide layer (> 10 nm).
Antibacterial properties of AgNPs-TNTs surfaces
The array of TiO2 nanotubes has been previously found to exhibit antibacterial action in a certain extent compared to the flat surface but it still has been clearly insufficient for use as an antibacterial surface. On the other hand, the silver nanoparticles exhibited strong antimicrobial performance against wide spectra of microorganisms.43 Although the mechanism of their antimicrobial action is not clearly understood, several mechanisms have been proposed. Those include the continual release of silver ions, disruption of the bacterial envelope, deactivation of respiratory enzymes, and generation of intracellular reactive oxygen species; consequently, cell death occurs.44,45 The antimicrobial activity of nano-sized silver particles was also found size- and shape-dependent, one of the reasons could be that different morphologies provide different areas to interact with bacteria and thus results in different antibacterial efficiency. In accordance with most reported data, the smallest-sized spherical AgNPs (<50 nm) were more efficient to kill G− bacteria as compared to larger spherical AgNPs. Moreover, nanoparticles are usually stabilized in solution with a wide spectrum of chemicals such as citrate, polyvinylpyrrolidone etc. A few stabilization agents and/or functional layers of nanoparticles have been previously reported to affect the cell–surface interaction resulting in different antibacterial action.39,46 Since the nanoparticle stabilizers have not been extensively investigated for their antibacterial action of adsorbed nanoparticles, here we compared five different NPs stabilizing agents by the decoration of AgNPs on TNTs nanotubes. The synergistic antibacterial activity was evaluated for three bacteria such as E. coli, P. aeruginosa and S. aureus.
Adhesion and viability assay of G− bacteria
The evaluation of the adhesion and viability of bacteria on AgNPs-TNTs surfaces, E. coli was chosen as a first representative model of Gram-negative bacteria. Some strains of E. coli are known for biofilm formation, which can be the source of persistent medical-device related infections.47,48 SEM microphotograph (Fig. 5A) shows E. coli growing and colonizing control TNTs surface. Live/dead images and image analysis of E. coli after 24 hours' incubation shows the antibacterial activity of AgNPs-TNTs depending on the variability of nanoparticle functionalization layers (Fig. 5B and 6). The bacterial nucleic acid was stained with two fluorescence dyes, SYTO9 and propidium iodide, respectively. Green stain SYTO9 is cell membrane permeant, thus is stains nucleic acids of viable cells. On the contrary, red stain propidium iodide is membrane impermeable, it is commonly used to detect dead cells in a population. However, when the DNA is exposed to both stains, propidium iodide shows higher affinity to intercalate DNA and it is able to replace SYTO9. Therefore, the red fluorescence signal is generally considered as dead cell and green signal as live cell.49,50 The non-decorated TNTs surface (control) showed almost 40% of dead E. coli bacteria, whereas nanoparticle-coated TNTs exhibited enhanced antibacterial activity as it is shown in Fig. 6. The live/dead ratio obtained from the image analysis determined the enhanced antibacterial activity of the sample as follows: TNTs > PVP > BPEI > citrate > PEG > lipoic acid (Table 2). The antibacterial activity of TNTs as control is in a good agreement with previous studies suggesting the antibacterial properties of annealed unmodified TiO2 nanotubes.32,51,52
The live/dead ratio of G− and G+ bacteria on TiO2 nanotubes decorated with differently functionalized Ag-NPs after 24 hour incubation.
Live/dead ratio | |||
---|---|---|---|
E. coli | P. aeruginosa | S. aureus | |
TNTs | 0.652 ± 0.012 | 1.161 ± 0.05 | 1.168 ± 0.003 |
PVP | 0.381 ± 0.008 | 0.099 ± 0.011 | 0.926 ± 0.012 |
BPEI | 0.151 ± 0.004 | 0.093 ± 0.001 | 1.021 ± 0.020 |
Citrate | 0.033 ± 0.002 | 0.101 ± 0.013 | 2.457 ± 0.035 |
PEG | 0.026 ± 0.001 | 0.009 ± 0.0002 | 0.447 ± 0.011 |
Lipoic acid | 0.010 ± 0.001 | 0.019 ± 0.001 | 0.621 ± 0.008 |
Generally, Ag nanoparticles significantly enhanced the antibacterial properties of TNTs in term of the amount of dead E. coli bacteria. Especially, lipoic acid and citrate functionalized AgNPs-TNTs samples showed a very low value of live/dead ratio (Table 2). However, when considering the total coverage of the surface with E. coli, which corresponds with the adhesion of bacteria, “lipoic acid” and “citrate” samples showed significantly higher surface coverages compared to other samples. Contrary, the PVP sample showed the lowest total surface coverage but exhibited good bacteria survival. It is generally considered that the electrostatic interaction between negatively charged bacteria membrane and positively charged nanoparticles increases the antibacterial efficiency.58 For instance, since the lipoic acid, citrate, and PVP have a negative charge at physiological pH,53–55 the repulsiveness between negatively charged NPs and bacterial cells is supposed to dominate. However, a significantly high surface coverage on citrate and lipoic acid functionalized AgNPs–TNTs surface compared to PVP was observed. Further, the pKa value of TiO2 is between 5.3–6.2.56 It means that under the physiological pH, the surface is negatively charged, and thus it should also behave repulsively to bacteria. Contrary, when combining negatively charged TNTs and positively charged BPEI functionalized NPs, the surface coverage is lower than citrate, and lipoic acid functionalized AgNPs-TNTs surface. Thus, we did not find any correlation in bacteria adhesion depending on the surface charge and charge of bacterial membrane. It leads us to the conclusion that instead of electrostatic interaction, the topography and the chemical character AgNPs-TNT surfaces must be the key factor not only in cell–surface interaction and adhesion but also in viability of bacteria on such surfaces. The nanoparticles enhanced the antibacterial properties of TNTs, and more importantly, the nanoparticle functionalization layers significantly contributed to the antibacterial effect of AgNPs-TNTs surface against E. coli.
Further, we tested all samples against Gram-negative P. aeruginosa, which is also known for the biofilm formation. It is the second most common Gram-negative bacteria causing orthopedic implant infection57 and multidrug resistance.58Fig. 7A and B shows the SEM image of P. aeruginosa on the control TNTs surface and live/dead staining of bacteria on AgNPs decorated TNTs with different nanoparticle functionalization layers, respectively.
The data from image analyses of live/dead staining of P.aeruginosa (Fig. 8 and Table 2) showed a significant decrease in bacteria adhesion on NPs decorated TNTs compared to the control TNTs and also compared to the results obtained from E. coli experiment. Results can be attributed to several factors, including the charge repulsiveness, different composition of bacteria membrane, topography and chemistry of TiO2 nanotubes and Ag nanoparticles.59,60 These factors probably acted synergistically, as was demonstrated by our results. Additionally, the viability of P.aeruginosa on TNTs control was enhanced (∼50%) compared to E. coli bacteria, and the lowest live/dead ratio has been found on PEG and lipoic acid samples which was also observed for E. coli bacteria. The similar live/dead ratio ∼0.1 was calculated for PVP, BPEI, and citrate functionalized NPs.
Adhesion and viability assay of G+ bacteria
S. aureus was chosen as a representative bacterial model for the evaluation of the adhesion and viability of Gram-positive bacteria on AgNPs-TNTs surfaces. In comparison to E. coli and P. aeruginosa, the primary source of hospital-acquired infections dwells in already infected people. S. aureus is biofilm-forming bacteria on bones, heart valves, or implanted materials.61 Results obtained from live/dead assay suggested that S. aureus adhered well on nanoparticle decorated TNTs surfaces as well as on the control TNTs (Fig. 9 A and B). The bacterial coverage of surfaces with S. aureus (>32%) was several times higher than it was observed for Gram-negative bacteria (<9%). Moreover, the ratio of live/dead cells significantly increased, as shown in Fig. 10 and Table 2. For instance, the citrate functionalized NPs decorating TNTs showed a two-folded increase in live/dead ratio compared to the control TNTs.
The results demonstrated on S. aureus suggested that bacteria interact differently on AgNPs decorated TNTs surfaces as the increased adhesion and viability were observed compared to the G− bacteria. S. aureus was also more resistant to the character of NPs functionalized layers. To get better antibacterial properties of AgNPs-TNTs surface against S. aureus, the increased number of nanoparticles on TNTs nanotubes should be performed and tested. On the other hand, it is also possible to think about absolutely different design of antibacterial surface for such resistant G+ bacteria.
Colony counting assay of G+ and G− bacteria
Results from fluorescence staining showed the degree of bacterial adhesion after 24 hours and the living/dead cell ratio. Colony counting method performed in this work reflects the bacterial adhesion and viability after 4 hours' incubation of bacteria with AgNP-TNTs surfaces. Here, we performed colony counting assay for E. coli and S. aureus as representatives. Fig. 11A shows data obtained for E. coli bacteria, in which the adhesion and viability of bacteria decreased as follows: TNTs ≥ PVP ≥ BPEI > citrate > PEG > lipoic acid. The viability of bacteria corresponds with live/dead staining obtained for 24 hours, where the portion of living bacteria had the similar trend. Different results could be observed for bacterial adhesion at 4 hours and 24 hours. The shorter time of interaction between bacteria and surface followed the trend of bacteria viability. However, it was significantly changed when E. coli was exposed to the surface for 24 hours, in which the adhesion was increased on citrate and lipoic acid samples; although at the expense of more dead cells. The results obtained for S. aureus (Fig. 11B) after 4 hours' incubation of bacteria on the samples showed increased adhesion and viability as follows: TNTs ≥ PVP > BPEI ≥ PEG ≥ lipoic acid > citrate. Here we can see, that there is a significant difference of results obtained for two incubation times. The explanation for this observation could be that bacteria sense, adhere and grow on different surfaces with different speed.
Conclusion
In this paper, the arrays of TiO2 nanotubes were fabricated via single-step anodization of polished titanium foil. The nanotubes were decorated with silver nanoparticles stabilized with different functionalization layer such as polyvinylpyrrolidone, branched polyethyleneimine, citrate, polyethylene glycol, and lipoic acid. The antibacterial activity of Ag-decorated TiO2 nanotubes was tested against three biofilm-forming bacteria, such as Gram-positive S. aureus and Gram-negative E. coli and P. aeruginosa using fluorescence microscopy-based live/dead assay and colony counting method. We showed that the stabilizing agent play important role in antibacterial properties of AgNPs as was confirmed by the synergistic effect of particular nanoparticles and TiO2 nanotubes on adhesion and viability of G− and G+ bacteria. For future work, the antibacterial properties of TiO2 nanotubes will be evaluated for different AgNPs concentrations and size and the cytocompatibility of such decorated nanotubes will also be in our interest.
Conflicts of interest
There are no conflicts to declare.
Supplementary Material
Acknowledgments
The authors wish to acknowledge the financial support of the GACR Project Number GA19-04270Y from the Czech Republic. This study was also supported by IGA MENDELU AFIGA2020-IP029 and ERDF “Multidisciplinary research to increase application potential of nanomaterials in agricultural practice” (No. CZ.02.1.01/0.0/0.0/16_025/0007314). We also thank to CEITEC Nano Research Infrastructure (LM2018110) and to Jan Prášek and Tomáš Lednický from CF Nano for AFM and XPS measurements.
References
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