Abstract
Bioactive glass (BG) was prepared by sol–gel method following the composition 60-(\(x\)) SiO2.34CaO.6P2O5, where x = 10 (FeO, CuO, ZnO or GeO). Samples were then studied with FTIR. Biological activities of the studied samples were processed with antibacterial test. Model molecules for different glass compositions were built and calculated with density functional theory at B3LYP/6-31 g(d) level. Some important parameters such as total dipole moment (TDM), HOMO/LUMO band gap energy (ΔE), and molecular electrostatic potential beside infrared spectra were calculated. Modeling data indicated that P4O10 vibrational characteristics are enhanced by the addition of SiO2.CaO due to electron rush resonating along whole crystal. FTIR results confirmed that the addition of ZnO to P4O10.SiO2.CaO significantly impacted the vibrational characteristics, unlike the other alternatives CuO, FeO and GeO that caused a smaller change in spectral indexing. The obtained values of TDM and ΔE indicated that P4O10.SiO2.CaO doped with ZnO is the most reactive composition. All the prepared BG composites showed antibacterial activity against three different pathogenic bacterial strains, with ZnO-doped BG demonstrating the highest antibacterial activity, confirming the molecular modeling calculations.
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Introduction
Recently, phosphate-based glasses have gained a lot of interest as local delivery systems for antimicrobial metal ion delivery due to their ability to dissolve at a constant rate, possessing a non-toxic nature, and having the ability to reach directly to the site of interest. This has led to their use for the development of new antimicrobial agents. Microbes in light of the rapid and continuous development of strains that are resistant to traditional drugs and antibiotics. When cobalt oxide, copper oxide and zinc oxide were added to phosphate glass (5 mg/ml), it showed a strong antimicrobial activity against gram-positive and gram-negative bacteria1. Phosphate bioactive glasses doped with metal oxides (MO) have been widely investigated for their antimicrobial efficacy against a range of clinically significant microorganisms2. Bioactive glasses (BG) can be used to improve general health because they reduce the risk of bone and joint infections as antimicrobial biomaterials that are used in medical implants3. Recently, there has been much interest in focusing on MO nanoparticles because of their numerous applications and as bactericides4,5. Because of their abundance, good thermal stability, in addition to low biological toxicity and biodegradability, they are used in a wide variety of applications6. When iron oxide (Fe2O3) is added to bioglass, it increases the density of the crosslinking, and makes it more durable by greatly reducing the rate of decomposition. It can be used to produce fibers of different diameters2,7. For example, it has been found that phosphate-containing glass fibers (PGF) supplemented with Fe2O3 have applications such as being used as cell-delivery compounds for muscle stem cells in order to replace damaged or diseased muscles, and their biocompatibility can be assessed by using other types of cells8. When using BG containing Li2O-Fe2O3 and studying the biological activity in the laboratory, the effect of these materials was noticed, as they represented new magnetic biomaterials used as a treatment for cancer with high temperature9. Compared with the iron-free glasses, Fe2O3-doped mesoporous BGs had the ability to increase the standard rate constant of Electro-Fenton's reaction up to 38.44, thus having the ability to produce reactive oxygen species, and can, thus, be very valuable in cancer therapy strategies10. It is well known that zinc is essential for all living organisms due to its role in many cellular processes. In addition, there are more than 200 enzymes that need zinc as a cofactor in order to carry out metabolic processes11. It was found that there is an antimicrobial efficacy of glass based on phosphate saturated with zinc in the treatment of urinary tract infections12. Phosphate glasses doped with zinc oxide at 5 mol% showed promising results for reducing antimicrobial resistance and host cell toxicity1. Cu-/Zn-doped borate mesoporous BGs prepared using cost-effective method showed great potential for wound healing/skin tissue engineering applications, associated with excellent antibacterial activity against Pseudomonas aeruginosa13. Metal ions can be present in the composition of BG (SiO2.P2O5.CaO) prepared by sol–gel method14. It was found that copper ions can be easily released from solid particles compared to ions of heavy elements. It can be inferred from this that the release of vital metal ions from the molecules confirms their antimicrobial effect14. It was found from the description of copper added to phosphate glass that it has antibacterial properties8. This was assessed by studying the effect of CuO and observing the speed of fiber withdrawal on the properties of the glass using fast differential scanning calorimetry (DSC), X-ray diffraction (XRD) and differential thermal analysis (DTA)7. The effect of increasing copper content in phosphate-based glass based on Na2O.CaO.P2O5-doped system on the viability of biofilm in vitro was studied7,8. Hollow BG nanoparticles enriched with copper and danofloxacin significantly decreased bacterial growth in sessile, planktonic and biofilm states15. Characterization of newly developed phosphate-based glass was done with investigating the effect of germanium (Ge) on the structure of SiO2.ZnO.CaO.SrO.P2O5 glass and studying the subsequent effect on the formation of glass polyalkene cements and solubility, as well as bioactivity16. Phosphate-based glass with Ge additive (GeO2) was developed to enhance nuclear radiation-shielding behaviors and mechanical properties17. Owing to the antimicrobial activity of Ge, GeO2 was used to enhance the antibacterial properties of silicocarnotite bioceramic, where results showed effective antibacterial activity against Escherichia coli and Staphylococcus aureus18.
Molecular modeling with different levels of theory is the most accurate method for predicting structural changes for given model molecules in response to their surrounding chemical environments19. It enables researchers to calculate infrared (IR) and Raman spectra with considerable precision20,21 for a wide range of molecules. It could also predict some important physical parameters such as total dipole moment (TDM) and HOMO/LUMO band gap energy (ΔE)22,23. One can also utilize molecular modeling to investigate surface activity in terms of molecular electrostatic potential (MESP)24. Such class of computational work could be utilized for small clusters of atoms which can be successfully used also for glasses simulations25.
The aim of the present study is to prepare BG by sol–gel method following the composition 60-(\(x\)) SiO2-34CaO-6P2O5 were x = 10 (FeO, CuO, ZnO or GeO). Samples were studied with Fourier transform infrared spectroscopy (FTIR) then their biological activities were processed with antibacterial test. Model molecules for the different glass compositions were conducted with density functional theory (DFT) at B3LYP/6-31 g(d) level. Some important parameters such as TDM, molecular electrostatic potential, as well as infrared spectra were calculated.
Materials and methods
Calculations details
All the studied models were subjected to quantum mechanical calculations using GAUSSIAN 0926 softcode at Molecular Spectroscopy and Modeling Unit, Spectroscopy Department, National Research Centre, Cairo Egypt. DFT at B3LYP/6-31 g(d)27,28,29 level was used to calculate TDM, ΔE, MESP and IR frequencies. Partial density of states (PDOS) plots were generated using GaussSum30.
Materials
BG was synthesized by sol–gel method and the composition of the samples was [60-(\(x\)) SiO2.34CaO.6P2O5] [were x = 10, from FeO, CuO, ZnO or GeO] (wt.%), as shown in Table 1. The precursors used for BG were Tetra-Ethyl-Ortho-Silicate (TEOS, Sigma Aldrich, Merck, Germany), Calcium Nitrate Tetrahydrate (Ca(NO3)2.4H2O, Merck, Germany), and Tetri-Ethyl-Phosphate (TEP) (Sigma Aldrich, Merck, Germany). Other chemicals were used such as ammonium hydroxide (NH4OH, Merck), nitric acid (Merck, Germany), Ethyl Alcohol and deionized water.
Methods
Synthesis of glass powder
Samples were prepared using the sol–gel method reported by Tohamy et al.31. The preparation of the gels involved using a quick alkali-mediated sol–gel method. This system consisted of four samples in addition to the control sample. BG was doped with [FeO, CuO, ZnO or GeO] (10 wt%). In the first step, TEOS was dissolved in ethanol/nitric acid solution and deionized H2O with continuous stirring for 45 min. Then, calcium nitrate tetrahydrate was added to the solution and stirred for 45 min. TEP was finally added to the solution and stirred for 45 min. After the final addition, the mixture of all reagents was left for 60 min to complete hydrolysis. Ammonia solution of 2 M concentration (a gelation catalyst) was dropped into the mixture. The mixture was then manually agitated with glass rod (as a mechanical stirrer) to prevent the formation of a bulk gel. Finally, each prepared gel was left to dry at 100–120 °C for 2 days and sintered at 600 °C for 2 h in thermal oven.
Antibacterial activity of prepared glass composites nanoparticles
The antibacterial activity of BG composites was determined using the paper disc diffusion assay reported earlier32. In brief, Tryptic Soy Agar (TSA) plates were prepared and inoculated with a 1 mL cell suspension of each bacterial pathogen separately, including gram-negative bacteria Pseudomonas aeruginosa (ATCC 10145) and Aeromonas hydrophila strain, and gram-positive bacteria Staphylococcus aureus (ATCC 25923), obtained from the Microbial Inoculants Center—MIC, Ain Shams University, Egypt. Each pathogenic bacteria strain's pure culture was inoculated on TSA plates and incubated for 24 h at 37 °C. 4–5 loops from each strand were transferred into culture tubes containing 5 mL of sterile Tryptic Soy Broth (TSB) and incubated for 12 h at 37 °C. Mueller Hinton agar plates were inoculated with a 106 cell/mL microorganism suspension using cotton swabs. Sterile filter paper discs (Whatman® Glass Microfibre filters, 6 mm in diameter) were impregnated with 20 µg/mL of various MO nanoparticle solutions.
Results and discussions
Molecular modeling
Building model molecules
Two phosphate molecules were gathered as a unit cell to build a model molecule for phosphate which is termed as P4O10 and demonstrated in Fig. 1a. Then another model molecule representing phosphate silicate with calcium oxide was built and termed as P4O10.SiO2.CaO, which is demonstrated in Fig. 1b. Using the same route, another four models were built and termed as P4O10.SiO2.CaO.MO where MO is CuO, FeO, ZnO or GeO. The four model molecules are demonstrated in Fig. 2.
Therefore, a total of 6 model molecules were built to study the effect of MO upon P4O10.SiO2.CaO BG. Assignment of the calculated vibrational spectra of the model molecules was done using the same software.
Theoretical IR band assignments
The DFT:B3LYP/6-31 g(d) level was used to optimize then calculating vibrational spectra of the studied 6 model molecules. Figure 3 presents the calculated IR spectra for a- P4O10; b- P4O10.SiO2.CaO; c- P4O10.SiO2.CaO.CuO; d- P4O10.SiO2.CaO.FeO; e- P4O10.SiO2.CaO.ZnO and f- P4O10.SiO2.CaO.GeO. GaussView software animation was used to visualize the spectra then the assignment is aided by the software.
As indicated in Fig. 3a, for intrinsic P4O10: Four main modes appeared in the chart (P-O wagging \(\sim\) 389 cm−1, P–O scissoring \(\sim\) 740 cm−1, and P–O and P = O stretching at 986 and 1390 cm−1, respectively).
For P4O10.SiO2.CaO calculated IR spectrum shown in Fig. 3b: P–O wagging is upshifted to 492 cm−1, as well as P-O scissoring \(\sim\) 750 cm−1. Si–O stretching is centered at 872 cm−1, while P-O stretches are triplized via the peaks at 1013, 1033 and 1047 cm−1. Si = O Stretch is positioned at 1343 cm−1 while P = O stretching appeared at 1362 and 1420 cm−1.
Figure 3c demonstrates the calculated IR spectrum for P4O10.SiO2.CaO.CuO: Si–O and P-O wagging vibrations are noticed at 390 and 437 cm−1, respectively. Ca–O and P–O scissoring vibrations are noticed at 459 and 642 cm−1, respectively. P–O stretching vibrations appeared at 892, 936 and 992 cm−1. Si–O and Si = O stretching are seen at 1009 and 1345 cm−1, respectively. P = O stretching is assigned at 1357 cm−1.
In the calculated IR spectrum of P4O10.SiO2.CaO.FeO shown in Fig. 3d: Si–O and P-O wagging vibrations are noticed at 392 and 513 cm−1, respectively. Ca–O and P–O scissoring are detected at 634 and 776 cm−1, respectively. P–O stretching vibrations are centered at 840, 887 and 911 cm−1. Si–O and Si = O stretching vibrations appeared at 992 and 1350 cm−1, respectively. P = O stretch is perceived at 1360 cm−1.
In Fig. 3e which depicts the calculated IR spectrum of P4O10.SiO2.CaO.ZnO: P-O wagging and scissoring is uplifted to 508 and 787 cm−1, respectively. Zn–O stretching is found at 864 cm−1, and P–O stretching vibrations are centered at 892, 936 and 992 cm−1. Si–O and Si = O stretching vibrations are seen at 1009 and 1345 cm−1. P = O stretching vibrations are noted at 1357 and 1388 cm−1.
As indicated in Fig. 3f showing the calculated IR spectrum of P4O10.SiO2.CaO.GeO: Si–O and P-O wagging are noticed at 387 and 487 cm−1, respectively. Ca–O and P–O scissoring are detected at 626 and 652 cm−1, respectively. P-O stretching vibrations are distinguished at 797, 881, 930 and 974 cm−1. Si–O and Si = O stretching vibrations are seen at 1008 and 1361 cm−1. P = O stretching is assigned to the band at 1356 cm−1.
Correlating the above data, one can conclude that the vibrational characteristics of P4O10 are enhanced by SiO2.CaO additive due to electron rush resonating along whole crystal. Additive ZnO to P4O10. SiO2.CaO highly impacted the vibrational characteristics in contradiction to the other alternatives CuO, FeO and GeO that caused minimal change in spectral indexing.
In order to experimentally verify the above findings, BG was prepared then characterized using FTIR. The experimental approach is needed to verify the molecular modeling data.
Molecular electrostatic potential mapping
A molecular electrostatic potential (MESP) map is useful three-dimensional plot that demonstrates the distribution of electron density (charges) around the molecule and can, thus, be used to predict the charge-related properties of molecules, and to identify the site of electrophilic and nucleophilic attacks33. MESP map of a molecule's surface can be easily interpreted in terms of different colors, which are arranged from highest to lowest electron density (electronegativity) in the following order: red > orange > yellow > green > blue. Therefore, the lowest electrostatic potential is found in red regions, whereas the highest electrostatic potential is found in blue. Based on this and as seen in Fig. 4a, the oxygen atoms in the P4O10 unit displayed higher electron density than phosphorus atoms. In Fig. 4b, significant change took place in the MESP map with the presence of SiO2 and CaO with, again, oxygen atoms representing the regions of higher electronegativity.
Similar behavior can be clearly seen in Fig. 5 where CuO, FeO, ZnO and GeO metal oxide dopants resulted in significant change in the electron density distribution and electronegativity on the molecule's surface, thus introducing sites ready for nucleophilic attack and others ready for electrophilic attack.
The bacterial membranes are negatively charged due to the highly electronegative groups on membrane's phospholipids and lipopolysaccharides34. Therefore, it has been reported that the membrane may be the site of the antimicrobial activity of cationic metals attracted to it via electrostatic attraction34,35,36. It can, thus, be concluded that differences in electronegativity play a major role and has a direct effect on antimicrobial activity37.
Total dipole moment and HOMO/LUMO band gap energy
The dipole moments are highly sensitive even to small errors and are, therefore, an efficient check for the quality of computations, and in describing the overall electron density properties38. TDM is used to detect the nature of reactivity and impurity atoms effect of system, and it is well established in several studies that TDM is closely related to reactivity in such a way that the higher the TDM, the higher the reactivity38,39,40.
Band gap energy is the difference between the highest occupied molecular orbital (HOMO) and lowest unoccupied molecular orbital (LUMO) in the system. ΔE has been used as a simple indicator of the molecular chemical stability and could indicate the affinity pattern of the molecule41.
The calculated values of TDM and ΔE are listed in Table 2. The values demonstrated significant increase in the value of TDM in BG, measuring 27.1994 Debye, compared to P4O10 for which the TDM was zero. ΔE was well correlated with TDM, showing significant decrease in its value to 1.7129 eV for BG, compared to 8.0268 eV for P4O10. This result indicates significant increase in the reactivity of the BG.
The results of TDM and ΔE energy after doping of BG with different MO indicated that all BG.MO structures experienced significant decrease in their TDM compared to BG, with ΔE also showing decrease in its value for all BG.MO structures. However, comparing the values of TDM and ΔE of the four BG.MO structures with one another, it is clear that BG.ZnO is the most reactive structure owing to its highest TDM and lowest ΔE. In addition, it has been reported that ZnO nanoparticles, interestingly, contain a positive charge in water suspensions42. Correlating TDM and ΔE results with those of MESP mapping, and since the total bacterial charge is negative because of the negatively charged bacterial membranes, it can be concluded that BG.ZnO has a greater affinity to create electrostatic forces as a powerful bond with the bacterial surface, thus providing a stronger antibacterial effect43, which is confirmed by the assessment of antibacterial activity of the different glass composites, as later presented in Section “Assessment of antibacterial activity”.
Partial density of states
In order to thoroughly determine the effect of the MOs on the electronic structure/band gap of BG and the contribution of each metal, PDOS plots are depicted in Fig. 6. The wide ΔE of P4O10 molecule, mentioned in Table 2, which reflects its low reactivity compared to the other structures, is clearly demonstrated in Fig. 6a. The atomic orbitals contribution of P and O in the PDOS plot of P4O10 reflects that the atomic orbitals of both P and O contributed to the valence states, with the 2p atomic orbitals of O demonstrating higher contribution for the HOMO than the 3p atomic orbitals of P. Whereas, the LUMO of the conduction band indicates almost equal contribution by P and O atomic orbitals. In Fig. 6b depicting the PDOS of P4O10.SiO2.CaO, ΔE showed significant decrease compared to that shown in P4O10 plot. Also HOMO showed almost equal contributions of the atomic orbitals of O, Si and Ca, with very minimal contribution of the atomic orbitals of P, while LUMO is clearly dominated by the contribution of the atomic orbitals of Ca.
The PDOS plot of BG CuO shown in Fig. 6c, the atomic orbitals of Ca contributed the most to HOMO, with lower and very close contributions of the atomic orbitals of O, Si and Cu, and no contribution of the atomic orbitals of P. The atomic orbitals contribution in LUMO showed the same behaviour. In Fig. 6d, the PDOS plot of BG FeO showed that the atomic orbitals of O and Si had close contribution to HOMO, with higher contribution by 3d and 4 s atomic orbitals of Fe and the highest contribution was by the 4 s atomic orbital of Ca.
In the PDOS plot of BG ZnO demonstrated Fig. 6e, the narrowest ΔE is clearly visualized, reflecting the highest reactivity of this structure compared with the other structures. The highest contribution to HOMO is offered by the atomic orbitals of Ca followed by closer contributions of those of Zn, O and Si, with no contribution from the atomic orbitals of P. The highest contribution for LUMO was from the atomic orbitals of Ca, followed by very close contributions from the atomic orbitals of Zn and Si, followed by O and finally P. The final PDOS plot presented in Fig. 6f for BG GeO indicated that the highest contribution for HOMO is given by the atomic orbitals of Ca, followed by very close contributions of the atomic orbitals of Ge, O and Si, and no contribution from P, and LUMO had the highest contribution from Ca, followed by Ge, then Si, O and the lowest contribution was from the atomic orbitals of P.
Experimental FTIR band assignments
Figure 7 demonstrates the FTIR absorption spectra for BG and BG modified with four metal oxides (CuO, GeO, FeO and ZnO).
In the spectrum of BG: P–O wagging is centered at 456 cm−1 and P-O scissoring is centered at \(\sim\) 662 cm−1. Si–O stretching is noted at 796 cm−1 while P–O stretching is noted at 1059 cm−1. BG/P-O scissoring vibrations were upshifted to 561 cm−1 by additive ZnO, while downshifted to 452 cm−1 by additive CuO, to 454 cm−1 by GeO, and to 452 cm−1 by FeO. BG/Si–O stretching vibrations were unaffected by additive FeO and appeared at 796 cm−1. Whereas, it was enhanced by additives CuO (803 cm−1) and GeO (887 cm−1), and reduced by ZnO (972 cm−1). BG/P-O wagging vibrations experienced a gradual upshift by additives ZnO (664 cm−1), CuO (666 cm−1) and GeO (794 cm−1) and a sudden down grading by additive Fe2O (628 cm−1). Also, BG/P-O stretching vibrations were significantly affected by additives CuO and GeO (1066 cm−1), FeO (1079 cm−1), and ZnO (1082 cm−1). Results indicated that a perfect agreement between theoretical and experimental data is established, reflecting high accuracy of computations.
Assessment of antibacterial activity
BG has been strongly advocated as a potential replacement for the graft materials currently in use44. According to reports, borate-based biomaterials were used at the infection site because of their antibacterial properties45.
Antibacterial activity was found in all of the tested composites as shown in Fig. 8 and Table 3. In the case of S. aureus shown in Fig. 8a, it was found that coating the glass composite particles with ZnO nanoparticles increased the antibacterial activity, being the maximum among the used MO by creating an inhibition zone of 50 mm. Coating with FeO, on the other hand, showed the minium activity, producing a 30 mm inhibition zone, which also reflects lower antibacterial activity towards S. aureus than BG control which created a 40 mm inhibition zone. Therefore, comparing the antibacterial activity of MO-coated BG based on the diameter of the inhibition zones shown in Table 3 confirmed that BG.ZnO demonstrated the highest activity, followed by BG control and BG.CuO (40 mm each), BG.GeO. (32 mm), and BG.FeO (30 mm).
The inhibition zones displayed in Fig. 8b also confirmed antibacterial activity against P. aeruginosa, where BG control and BG.ZnzO showed the highest antibacterial activity with inhibition zones of 35 and 30 mm, respectively. Furthermore, BG.CuO had higher antibacterial activity than BG.FeO, and BG.GeO which showed the lowest antibacterial activity.
In the case of A. hydrophila, all BG composition again showed antibacterial activity as shown in Fig. 8c. Similarly, BG control and BG.ZnO demonstrated the highest antibacterial activity based on their inhibition zones listed in Table 3. BG.FeO presented lower antibacterial activity followed by BG.GeO, then BG.CuO which present the lowest antibacterial activity against A. hydrophila. Composites inhibited the bacterial strains tested. This again could be due to the effect produced by the presence of boron and silicon ions present in the base composition of BG, as well as the additional effect posed by the MOs. The inhibition zones in the three bacterial strains S. aureus, P. aeruginosa, and A. hydrophila created by the different BG composite glass are demonstrated in Fig. 9.
Conclusion
Phosphate-based (P4O10.SiO2.CaO) bioactive glass (BG control) was synthesized using sol–gel method and doped with 10 wt% of four different metal oxides (MOs) individually, namely FeO, CuO, ZnO or GeO. Experimental FTIR spectra of BG and metal oxide-doped BG confirmed the proper formation of BG matrix, and enhancement of the vibrational characteristics of P4O10 by SiO2.CaO additive. Doping of P4O10.SiO2.CaO with ZnO also highly impacted the vibrational characteristics, while doping with CuO, FeO and GeO demonstrated only minimal change in vibrational characteristic.
Theoretical infrared spectra, electronic properties and molecular electrostatic potential maps (MESP) were studied using DFT molecular modeling calculations at B3LYP/6-31 g(d) level. Theoretical infrared spectral were in perfect agreement with experimental data, reflecting high accuracy of computations. The reactivity of the different glass compositions was evaluated in terms of the electronic properties represented by total dipole moment (TDM), HOMO/LUMO band gap energy (ΔE) and MESP. All BG.MO structures demonstrated significant decrease in their TDM values compared to BG control, with ΔE also showing decrease in its value for all BG.MO composites. Within the four BG.MO composites, BG.ZnO is the most reactive structure owing to its highest TDM and lowest ΔE. MESP confirmed that oxygen atoms in the P4O10 unit has higher electron density than phosphorus atoms. Oxygen atoms continued to show higher electronegativity with the presence of SiO2 and CaO. Doping with CuO, FeO, ZnO and GeO resulted in significant change in the electron density distribution and electronegativity on the molecule's surface, introducing sites ready for nucleophilic attack and others ready for electrophilic attack.
The antibacterial activity of the BG control and the four BG.MO composites was assessed against S. aureus, P. aeruginosa and A. hydrophila pathogenic bacterial strains. All glass compositions showed antibacterial activity against the three pathogens, with BG.ZnO showing the highest antibacterial activity among the four BG.MO composites. This result is well correlated with molecular modeling results of reactivity and MESP owing to the highest reactivity of BG.ZnO, and the positive charge of ZnO nanoparticles in water suspensions, thus having a greater affinity to create electrostatic forces as a powerful bond with the negatively charged bacterial surface, and providing a stronger antibacterial effect.
Data availability
The data will be available upon request. Contact Medhat A. Ibrahim: medahmed6@yahoo.com.
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T.T. sample preparation, characterization then contributed in writing and analyzing data. H.E. supervised the conducted calculations, contributed in writing and analyzing data and supervised the work. M.A.I. assigned the problem, supervised the conducted experimental and theoretical work, contributed in writing and analyzing data, contributed in writing the original manuscript. A.R. contributed in writing, analyzing and interpretation of the data, contributed in writing the original manuscript. M.E. conducted calculations, contributed in writing and analyzing data. N.S. conducted the assessment of antibacterial activity, contributed to writing and analyzing data.
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Tiama, T.M., Elhaes, H., Ibrahim, M.A. et al. Molecular and biological activities of metal oxide-modified bioactive glass. Sci Rep 13, 10637 (2023). https://doi.org/10.1038/s41598-023-37017-z
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DOI: https://doi.org/10.1038/s41598-023-37017-z
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