Antimicrobial resistance is an ongoing and increasing threat to global public health. In order to combat the spread of pathogenic bacteria, numerous antimicrobial materials have been investigated and incorporated into wound dressings and medical devices such as implants and catheters. The most frequently utilized of these materials are Ag salts and Ag nanoparticles (NPs) due to their impressively low minimum inhibitory concentrations (MICs) against common Gram-negative pathogenic bacteria such as P. aeruginosa. However, Ag-based compounds and AgNPs are limited to treating Gram-negative bacteria, and they have been demonstrated to generate Ag-resistant phenotypes after only 7 days of consecutive exposure to a sub-inhibitory concentration. Here we demonstrate that novel, polymer-coated α-Bi2O3 NPs exhibit not only potent broad-spectrum antibacterial activity of killing both Gram-negative (MIC=0.75 μg/mL vs. P. aeruginosa) and Gram-positive (MIC=2.5 μg/mL vs. S. aureus) bacteria, but they are also effective against Ag-resistant and carbapenem-resistant bacteria (MICs=1.0 μg/mL and 1.25 μg/mL, respectively), and that they are able to sensitize bacteria towards meropenem (mero), acting synergistically and thus allowing for its continued use with smaller therapeutic doses (fractional inhibitory concentration=0.45). Importantly, unlike other technologies that have been considered as effective metal antimicrobials, α-Bi2O3 NPs do not contribute to the generation of antimicrobial resistant phenotypes with no resistance observed after 30 passages. Our results demonstrate that Bi-based materials represent a critical tool against multidrug resistant bacteria and require renewed and greater attention within the community.
The World Health Organization has identified antimicrobial resistance (AMR) as one of the greatest threats to global health and development.1 The worldwide increase in AMR is directly tied to the widespread use of antibiotics in both human and veterinary medicine, with infections caused by multidrug resistant (MDR) bacteria resulting in significant increases to health care costs ($4.6 billion in 2017) while also leading to increased morbidity and mortality for patients.2 Although numerous antibiotic stewardship and monitoring programs have been initiated around the world, the lack of next generation antibiotics that are in development, globally, remains a critical need in the effort to confront AMR.3
Current antibiotics are typically organic molecules comprising various classes such as fluoroquinolones, cephalosporins, penicillins, etc. These tend to have specific intracellular targets such as cell wall synthesis or topoisomerase IV; however, extensive use of these agents has resulted in the generation of resistant phenotypes with various mutations reducing the efficacy of such antibiotics.4,5
One alternative strategy centers on the use of antimicrobial metals and metallic nanoparticles. Such materials have long been known to be bactericidal at low concentrations,6 with this effect being generally observed in metals and alloys such as copper, silver, and bronze as early as ancient times.7 Of these materials, silver is considered one of the most potent, especially when prepared as AgNPs.8 While these typically have MIC values of 1 μg/mL to 5 μg/mL against Gram-negative bacteria, depending on size and morphology,9,10 AgNPs are known to be less effective against Gram-positive bacteria including Staphylococcus aureus with a reported MIC value>1800 μg/mL for 10 nm AgNPs.11 Even though AgNPs are impressively effective in killing Gram-negative bacteria, it was recently reported that such NPs also resulted in the growth of resistant phenotypes,9,12 thus calling into question the continuous and long-term utility of these nanomaterials in various formulations, wound dressings, medical devices, or other common household items.13-15 Additionally, AgNPs released to the environment are highly toxic to aquatic life forms as well as harming benign bacteria and microorganisms beneficial to such ecosystems.16,17 These shortcomings of Ag-based nanomaterials, necessitate the pursuit of alternative antimicrobial nanomaterials given both the potency and the possibility of nanomaterials to exhibit significantly decreased resistance development, owing to their alternative antimicrobial mechanisms of action as compared to those of conventional antibiotics.
To address this need, we have investigated the use of Bi-based nanomaterials since Bi has been utilized both historically and in modern medicine to treat a broad range of infections and gastrointestinal disorders.18,19 Additionally, Bi-based therapeutics or preparations tend to exhibit fewer side effects compared to the other metal-based counterparts and are reported to be well tolerated by patients due to their low toxicity.20 In fact, previous studies have demonstrated the antimicrobial effects of Bi-based materials and prominent examples of commercial products exist such as Xeroform, a widely used wound dressing, including antimicrobial agents based on Bi.21-25 Given these observations, we considered the use of Bi-based NPs as a potential antimicrobial agent, analogous to AgNPs. Unlike Ag, however, which has a relatively low affinity for oxygen and a moderate melting point of 961.8° C., Bi readily forms oxides and chalcogenides and cannot be easily prepared or delivered as metallic nanoparticles due to its very low bulk melting point (271.5° C.). We therefore considered Bi2O3 as the closest analogue to metallic Ag as a potential antimicrobial material (
Herein we report the exceptionally potent antimicrobial activity of compositions including polymer-coated Bi2O3 NPs against both Gram-negative and Gram-positive bacteria, their previously unreported superior resistance profiles as compared to other therapeutic metals, their activity against multi-drug resistant, silver resistant, and carbapenem resistant bacteria, as well as their growth inhibitory effect against biofilms and their ability to sensitize bacteria towards meropenem.
The invention will be better understood, and other features and advantages will become apparent by reading the detailed description of the invention, taken together with the drawings, wherein:
Bi2O3 NPs were obtained using a top-down sonomechanical approach in which bulk Bi2O3 was first synthesized following a standard solid-state sol-gel approach (
The average size of the spherical NPs was determined to generally be from about 2 to about 50 nm, desirably from about 4 to about 30 nm, and preferably from about 6.03±0.93 nm using transmission electron microscopy (TEM), (
Suitable solvents other than DMSO can be utilized, for example water, methanol, ethanol, N,N′-dimethyformamide (DMF) and acetonitrile. Still further, the Bi2O3 can be coated with water-soluble and biocompatible polymers other than PVP. Examples of suitable polymers include, but are not limited to polyethylene glycol, polyacrylamide, polyacrylic acid and polyvinyl alcohol.
Sonication is performed for a suitable period of time in order to reduce the particle size and coat the Bi2O3 with the polymer. Sonication time will vary depending upon the polymer and solvent utilized. That said, sonication generally takes place for a period of time ranging from about 1 hour to about 78 hours, and preferably from about 8 hours to about 24 hours. The process usually takes place at room temperature. Suitable temperatures range generally from 0° C. to 100° C., and the preferred temperature range is from 10° C. to 40° C.
Having successfully synthesized these NPs, we proceeded to first evaluate their antibacterial activity against Pseudomonas aeruginosa (PA)—a member of the ESKAPE group of pathogens that can develop and transfer carbapenamase genes.28-30 PA and multidrug resistant PA are both susceptible to Ag-based materials and AgNPs, providing a reference by which the activity of Bi2O3 NPs could be evaluated. After incubating PA (ATCC 15692) and DRPA (ATCC BAA 2108) with Bi2O3 NPs for 18 hrs., the MIC was determined to be 0.75 μg/mL (
Given the obvious improvement in antibacterial activity of Bi2O3 NPs over AgNPs, we proceeded to evaluate whether Bi2O3 NPs may also be effective against Staphylococcus aureus (SA, ATCC 6538) and methicillin-resistant SA (MRSA, ATCC BAA 44) since AgNPs are known to be ineffective against Gram-positive bacteria and previous studies on Bi2O3 NPs were somewhat inconclusive.18,26 Impressively, MIC values of 2.5 μg/mL (
This improvement in antibacterial activity between Bi2O3 NPs and AgNPs was further demonstrated by colony forming unit (CFU) analysis. In this experiment, Log(CFU) reduction of PA was measured with respect to various concentrations of Bi2O3 NPs, AgNPs, and Bi(NO3)3 as a control. Of these, only Bi2O3 NPs demonstrated dose-dependent activity, with a half-maximal lethal dose (LD50) of 0.5 μg/mL (
Having demonstrated that Bi2O3 NPs are more effective antimicrobial agents than AgNPs, we sought to determine whether Bi2O3 NPs would also generate resistance as readily as AgNPs and whether they would be effective against Ag-resistant mutants.
First, cultures of PA were treated, separately, with Bi2O3 NPs, ciprofloxacin and Ag NPs as references, at a sub-lethal concentration for 30 successive passages (
Given the impressive ability of Bi2O3 NPs to avoid the generation of resistant phenotypes of PA, we considered whether these NPs would be able to kill PA that already exhibit varying types of resistance to AgNPs, ciprofloxacin, and meropenem (a last-line antibiotic in the carbapenem family;
To examine this, we first developed drug-resistant mutants of PA, which will be referred to as PAAg, PAcip, and PAmero depending on whether they were developed with AgNPs, ciprofloxacin, or meropenem, respectively. PA mutants were considered to be resistant once their associated treatment exhibited a minimum of 32×MIC0. All mutants were taken at day 15 when PA exhibited ca. 32×MIC0. These mutants were subsequently treated with Bi2O3 NPs for another 30 days and the MIC values determined (
For AgNPs and ciprofloxacin resistant mutants, the MIC for Bi2O3 was 0.75 μg/mL, while for the meropenem resistant mutant the MIC for Bi2O3 was slightly higher at 1.25 μg/mL, indicating that the additional resistance to other materials and antibiotics does not provide any significant advantage against Bi2O3 NPs, which remain extremely effective even after 30 days.
Since AgNPs-, ciprofloxacin-, and meropenem-resistance do not appear to offer any significant survival advantage for PA against Bi2O3, we considered that Bi2O3 NPs may operate by completely different mechanisms of action. Previous studies have described both reactive oxygen species (ROS) production and physical membrane disruption as possible mechanisms for nanomaterials, which are not shared by other conventional antibiotics.31 It is important to note that AgNPs only produce ROS indirectly through the interaction of Ag+ ions that are released from the oxidation of metallic Ag atoms on the surfaces of the NPs after losing the metallic bonding forces with various enzymes and iron-sulfur clusters in bacteria.10,32 We do not expect Bi2O3 NPs, however, to demonstrate an analogously significant release of Bi3+ ions since Bi is already in the +3 oxidized state within the crystal structure of Bi2O3 that has a very high lattice energy. The only possible mechanism to trigger the release of Bi3+ ions from the surfaces of Bi2O3 NPs is through acid etching, but bacteria obstinately maintain the cytoplasmic pH values above 7.33 To better understand which of these modes of action may be operative in Bi2O3 NPs, we carried out several time-dependent studies. The first of which was a time-kill assay performed at various Bi2O3 NP concentrations (below and above the MIC) against PA (
To determine whether ROS or physical membrane disruption was most likely to be the predominant mode-of-action, a side-by-side comparison of ROS generation and scanning electron microscopy (SEM) imaging was performed in PA incubated with Bi2O3 NPs for 30 min, 45 min, and 60 min (
To determine whether this suspected lack of specific molecular targets within bacteria could be potentially detrimental to the use of Bi2O3 NPs, we measured their toxicity against human dermal fibroblasts (HDFs) and murine macrophage-like cells (RAW 264.7) to estimate the therapeutic selectivity of Bi2O3 NPs.
In both cases, Bi2O3 NPs were determined to be effectively non-toxic against both with half-maximal inhibitory concentrations (IC50) of >100 μg/mL for HDF and 100 μg/mL for RAW cells (
Having observed both the extreme antimicrobial efficacy, the significant lack of resistance generation, and the minimal toxicity of Bi2O3 NPs in mammalian cells, we consider the potential use of these materials as antibacterial additives into wound dressings, implants, and catheters, which are prone in all cases to both Gram-negative and Gram-positive bacterial infections, biofilm formation, and substantial drug resistance.35,36 We therefore sought to determine the growth inhibitory effect of Bi2O3 NPs on biofilm formation as well as the ability for Bi2O3 NPs to act synergistically with antibiotics such as meropenem, which could potentially improve patient outcomes.
The growth inhibitory effect of Bi2O3 NPs on biofilm formation was determined against MRSA-derived biofilms due to their rapid growth and resilience. We observed that the growth inhibitory effect is dose-dependent and that CFUs decreased significantly going from the control to 2.5 μg/mL of Bi2O3 NPs, which corresponds to the MIC for MRSA (
The degree of synergism was determined using a checkerboard assay in a 96-well plate (
The combined treatment of meropenem with 1/3×MIC of Bi2O3 NPs was able to significantly reduce the MICmero from 2.0 μg/mL to 0.25 μg/mL against DRPA (
The potent broad-spectrum antimicrobial activity of Bi2O3 NPs indicates that this nanomaterial may have potential as an alternative to both mupirocin and fusidic acid for treating skin and soft tissue infections (SSTIs) by MRSA.
As an opportunistic pathogen, Staphylococcus aureus (SA) is the most common cause of skin and soft tissue infections (SSTIs) because about 30% of people are colonized by SA on the skin and in the nares. With the emergence of methicillin-resistant Staphylococcus aureus (MRSA), treatment of SSTIS by MRSA has become increasingly problematic. If not treated in a timely manner, patients of SSTIs by MRSA may develop more serious and life-threatening systemic infections.
Currently, there are two topical antibiotics that are still effective against MRSA. This first one is mupirocin (Bactroban®) and the second one is fusidic acid or fusidate. In light of rising antimicrobial resistance (AMR), an increasing number of MRSA strains are found to be resistant to mupirocin due in large part to its widespread and routine use in the community and hospitals for nasal SA decolonization. The situation of fusidate resistance found in MRSA strains is even worse. As the development of resistance to fusidate involves a single point mutation, the generic barriers to mutation are hence low, diminishing the efficacy of fusidate as a topical monotherapy for treating SSTIs by MRSA. As the result, fusidate has never been approved for use as a topical antibiotic in the US but remains common in Europe. It should be noted that both mupirocin and fusidate are prescription-only medications, which excludes some patients from seeking treatment for their seemingly harmless SSTIs by MRSA.
To test whether topical creams of Bi2O3 NPs can be used in place of mupirocin or fusidate as an over-the-counter medication to treat SSTIs by MRSA, three polyethylene glycol (PEG) based ointments containing 1%, 2% and 4% Bi2O3 NPs were prepared, and the antimicrobial activity of these topical creams were studied.
As shown in
Accordingly, in one embodiment of the present invention, topical creams comprising the Bi2O3 NPs and a carrier are provided, wherein the Bi2O3 NPs are present in an amount from about 0.1 to about 25 wt. %, desirably in an amount from about 0.25 to about 15 wt. %, and preferably from about 0.5 to about 10 wt. % based on the total weight of the composition. Polyethylene glycol is the preferred carrier in one embodiment.
In summary, we have demonstrated that Bi2O3 NPs are not only extremely potent broad-spectrum antimicrobial materials with MIC values below those of AgNPs, but that they also maintain this efficacy against Ag-resistant, cipro-resistant, and mero-resistant mutants of PA bacteria. Furthermore, we have demonstrated for the first time that Bi2O3 NPs significantly inhibit the generation of new resistant phenotypes even after 30 passages. These results suggest that metal-oxide semiconductors NPs or quantum dots may in fact be a very small solution to the very large problem of antimicrobial resistance.
Chemical reagents and biological material. All chemical reagents were obtained from commercial sources and used without any further purification. Bismuth (III) pentahydrate (98%), nitric acid (65%), poly(vinylpyrrolidone) (Mw=8000), dimethyl sulfoxide (≥9.5%), silver nitrate (≥99%), sodium hydroxide, D-maltose, ciprofloxacin (≥98%), and meropenem (≥98%) were purchased from Sigma Aldrich. Ammonium hydroxide (28-30%) was purchased from Acros organics. Bacterial strains, growth media and antibiotics. Gram-positive bacteria (SA; ATCC 6538, MRSA; ATCC BAA-44) and Gram-negative bacteria (PA; ATCC 15692, DRPA; ATCC BAA-2108) were purchased from American Type Culture Collection. Tryptic broth powder (TSB), tryptic soy agar (TSA), nutrient broth (NB) and nutrient agar (NA) were purchased from Fisher Scientific.
Synthesis of Bi2O3: An aqueous solution of Bi(NO3)3 (8.25 mM) was prepared under acidic conditions (20 mL HNO3). To this, 40 mL of an aqueous ammonia solution were added dropwise under constant stirring. As the ammonia solution was added, a white precipitate of, most likely Bi(OH)3, was obtained. This product was filtered and washed three times with deionized water (DI) water, at which point the pH of the washing was ˜7.0. This white product was then dried on a hotplate at 100° C. for 2 hrs and then finely ground before being calcined at 525° C. for 4 hrs to yield bulk Bi2O3, which was pale-yellow in color.
Synthesis of Bi2O3 NPs: Bi2O3 NPs were prepared sonomechanically from the previously prepared bulk Bi2O3. To do so, 1 mg of finely ground bulk Bi2O3 was dispersed in 1 mL of DMSO containing 100 mg of PVP-8k. This mixture was then sonicated for 18 hrs.
Synthesis of Ag NPs: Silver nanoparticles were synthesized by a modified Tollens method, by reducing [Ag(NH3)2]+ with D-maltose.9
Characterization
Powder XRD: Powder patterns were obtained using a Rigaku MiniFlex 600 X-ray diffractometer using Cu Kα radiation, a Kβ-filter, a LynxEye PSD detector, and an incident beam Ge 111 monochromator. Patterns were measured from 10 to 80° 28 with a step-size of 0.01446° and an exposure time of 800 sec. Rietveld refinements were performed using GSAS II.39
TEM and HRTEM: TEM grids were prepared in the following manner. Bi2O3 NPs were first dispersed in ethanol and sonicated for 30 minutes. Then, a droplet of the suspension was placed onto a carbon-coated copper TEM grid (400-mesh) and the samples were allowed to air-dry before the analysis. TEM images obtained using a FEI Tecnai F20 (200 kV) equipped with a field emission gun and an integrated scanning TEM (STEM) unit. TEM images were processed using FIJI.40
SEM imaging of bacteria. The morphology of bacterial samples was characterized using a Quanta 450 SEM operating at 15 kV accelerating voltage. Typically, desired bacteria (1×109 CFU/mL) were treated with the nanoparticles at different concentrations for different time periods and then bacterial suspensions were centrifuged at 3750 rpm for 7 minutes at 4° C. Later on, bacterial pellets were resuspended into 1 mL of PBS twice. Subsequently, the bacteria were fixed with PBS containing 2.5% glutaraldehyde. Again, pellets were washed with PBS three times and were subjected to 1% tannic acid. After that, samples were dehydrated with a series of graded ethanol solutions, dried in air, and coated with gold. Finally, the SEM images were taken.
Biological Assays
Preparation of Test Solutions. Test solutions were prepared by dissolving the desired amount of Bi2O3 NPs and PVP (by weight) in DMSO. Nutritious mediums for microorganisms (TSB, TSA, NB and NA) were prepared from the powder by dissolving the desired amount in DI water.
Bacteria Suspensions. To culture the bacterial suspensions, an isolated colony of Gram-positive bacteria was added to 5 mL of TSB media and an isolated colony of Gram-negative bacteria was added to 5 mL of NB media followed by incubation for 18 hrs. at 37° C. Bacterial cell density was determined by optical density (OD) measurements 600 nm using a SpectraMax M4 Microplate Reader.
M/C assay. NP solutions with different concentrations were diluted in TSB and inoculated with a bacterial strain at a concentration of 106 CFU/mL in a 96 well-plate followed by incubating the bacteria at 37° C. for 18 hours. After that, the MIC of NPs were determined as the lowest concentration that inhibits visible growth of the tested microorganisms with unaided eyes and OD reading at 600 nm using a microtiter plate reader.
Colony Forming Unit (CFU/ml) Assays. A control of bacteria without nanoparticles in TSB media were used in every cell culture study. After 18 hrs. of incubation with the nanoparticles, a diluted suspension was spread on agar plates using glass spreaders. After 18 hrs. of incubation at 37° C., the number of colonies were counted in each plate and converted into CFU/mL values. All measurements were performed in biological and technical triplicates. The MIC was determined as the lowest concentration of a drug that could inhibit the growth of a microorganism by both visual reading and OD at 600 nm using a microtiter plate reader.
Bi uptake by PA measured with AAS. The cellular uptake of Bismuth in PA was determined using a flame AAS (Buck Scientific Atomic Absorption Spectrometer, Model 210 VGP). To prepare the calibration curve, a range of diluted solutions were prepared from a commercially available standard solution (1000 ppm). The hollow cathode lamp was used to analyze metal concentrations that operated at 10 mA and an air acetylene flame was used for all the measurements. Bi2O3 concentrations of 0.125 μg/mL, 0.25 μg/mL, and 0.375 μg/mL were used. After 6 hrs. of incubation at 37° C., a 500 μL aliquot of the bacterial suspension was removed, and the number of CFU was determined by agar plate method. The remaining bacterial suspensions were centrifuged at 25° C. and 3700 rpm for 7 min. The supernatant was discarded, and the bacterial pellet was washed three times with DI water. This pellet was then digested using 70% HNO3 to destroy the organic material; the metal ions in these solutions were then converted to oxides by calcination of the samples at 620° C. for 5 hrs. These metal oxides were then dissolved in aqua regia, and the bismuth concentrations were determined.
Quantification of reactive oxygen species. The generation of intracellular ROS by Bi2O3 NPs in PA was determined using a DCFH-DA assay. First, 1 mL of overnight cultured PA was collected by centrifugation (3750 rpm, 7 min.) and resuspended in 400 μL of fresh NB medium. Then, the bacterial cells were incubated with different concentrations of Bi2O3 compared with a control for 30 min, 45 min and 60 min separately. Next, the cells of each group were harvested again by centrifugation and washed twice with PBS. The bacterial cells were incubated with 500 μL of 20 μM DCFH-DA dye in PBS at 37° C. while shaking for 30 min. The intracellular ROS level was examined by fluorescence microscopy with the excitation and emission wavelengths set at 497 nm and 529 nm, respectively.
Drug resistance study. The MIC was determined using a broth dilution method. Bacteria (˜1.0×106 CFU/ml) were cultured in a NB medium with either Bi2O3 NPs, ciprofloxacin, AgNPs or meropenem. The as-prepared bacterial solutions were incubated at 37° C. for 24 h. After incubation, the MIC was determined as the lowest concentration that inhibited visible growth of the tested microorganisms with unaided eyes. This same procedure was done by serial passaging of the bacteria until 30 days. Later on, three types of mutant DSPA were prepared by treating with Ag NPs, ciprofloxacin and meropenem for 15 days. At this point, the drug-resistant bacterial mutants were taken and subsequently treated with Bi2O3 NPs for another 30 days.
Biofilm inhibition assay. An overnight culture of MRSA (ATCC BAA-44) was diluted to a final cell concentration of 1×106 CFU/mL and transferred (100 μL) to a 96-well plate containing Bi2O3 NPs at varying concentrations ranging from 1.25 to 5 μg/mL. The bacterial cells were incubated with stationary phase for 24 hours at 37° C. to form biofilms. After incubation, the biofilm was gently washed to keep the biofilms intact and resuspended with PBS. For the quantification of the number of viable bacteria in the biofilm, the biofilms were gently destroyed and plated on TSA after serial dilutions of each suspension. The number of viable bacteria in the sample was obtained using agar plate counting method as described above and results were expressed as CFU changes with respect to the control (without Bi2O3 NPs).
Mammalian cell viability assay. Cytotoxicity of Bi2O3 NPs toward mammalian cells was determined using an MTT viability assay. Mammalian cells (RAW 264.7 cells and normal human dermal fibroblasts) were seeded in a 96-well plate at a density of 4×104 cells per well with a DMEM high-glucose medium and incubated for 24 hours at 37° C. in an atmosphere of 5% CO2 and 95% air. Cells in each well were then treated with 100 μL of fresh medium containing the various test concentrations of Bi2O3 NPs and then incubated for 24 hours. After the cells were incubated with 10 μL of the MTT reagent for 2 hours at 37° C., 100 μL of detergent reagent was added to all wells and the plate was left, covered, in the dark for 2 hours at 37° C. The absorbance was measured at 570 nm using a microplate reader (SpectraMax M4). The assay was run in triplicate, and the results were presented as percentage of viable cells with respect to the viability of untreated control cells.
Checkerboard assay. The checkerboard assay was performed in a 96-well plate as previously described.37 The antibiotic meropenem was 2-fold serially diluted along the row-axis, while Bi2O3 NPs was 2-fold serially diluted along the column-axis to create a matrix in which each well consists of a combination of both Bi2O3 NPs and meropenem at different concentrations. Each well was inoculated with DRPA (CC BAA-2108) to yield approximately 1×106 https.//www.sciencedirect.com/topics/immunology-and-mtcrobioiogy/colony-forming-unit CFU/mL in a 100 -μL final volume, incubated for 18 hours at 37° C. and examined for visibility to determine the MIC. The FIC of Bi2O3 NPs is calculated by dividing the MIC of Bi2O3 NPs in the presence of the antibiotic by the MIC of Bi2O3 NPs in the absence of the antibiotic. Similarly, the FIC of a given antibiotic was calculated by dividing the MIC of the antibiotic in the presence of Bi2O3 NPs by the MIC of the antibiotic the absence of 1 Bi2O3 NPs. The FIC index, obtained by summating both FIC values, can then be interpreted as synergistic (χ≤0.5), additive (0.5<χ<4), or antagonistic (χ≥4).
Statistical analysis. Statistical analysis was performed using GraphPad Prism version 8.0 software. A two-tailed unpaired t-test was used to determine statistical significance between two groups. A statistical significance among multiple groups was analyzed using One-way ANOVA followed by Holm-Sidak comparisons test. For all analyses, p-value of less than 0.05 was considered to be statistically significant. Data were presented as mean±standard deviation (mean±s.d). The in vitro studies were run with at least three biological replicates and each biological replicate has three technical replicates.
Number | Date | Country | |
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63303644 | Jan 2022 | US |