C. T. Dhanya Raj1
Krishnan Muthukumar2
Hans Uwe Dahms3,4,5
Rathinam Arthur James1*Surabhi Kandaswamy6,7*- 1Department of Marine Science, Bharathidasan University, Tiruchirappalli, Tamil Nadu, India
- 2Department of Petrochemical Technology, Bharathidasan Institute of Technology, Anna University, Tiruchirappalli, Tamil Nadu, India
- 3Department of Biomedical Science and Environmental Biology, Kaohsiung Medical University (KMU), Kaohsiung, Taiwan, China
- 4Research Centre for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan, China
- 5Department of Marine Biotechnology and Resources, National Sun Yat-sen University, Kaohsiung, Taiwan, China
- 6Manchester Centre for Genomic Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- 7School of Pharmacy and Biomedical Sciences, University of Central Lancashire, Preston, United Kingdom
Alternative treatment strategies for urinary tract infections (UTIs) are becoming more necessary due to increasing drug resistance patterns in uropathogens. Nanoparticle-based therapeutics is emerging as a way to treat UTIs. In the present study, using Turbinaria ornata extract, silver nanoparticles (AgNPs) were synthesized, characterized, and their anti-uropathogenic activity was evaluated. The stability and formation of synthesized To-AgNPs were confirmed by UV-visible spectroscopy, FTIR, XRD, SEM, and DLS. An FTIR spectrum confirmed the presence of seaweed functional groups in To-AgNPs, a XRD analysis confirmed their crystalline nature, and SEM imaging confirmed their spherical nature with an average size of 73.98 nm with diameters ranging from 64.67 to 81.28 nm. This was confirmed by TEM results. DLS determined that the cumulant hydrodynamic diameter of To-AgNPs was 128.3 nm with a PdI of 0.313 and the zeta potential value were found to be –63.3 mV which indicates the To-AgNPs are negatively charged and more stable. DPPH assays were used to assess the antioxidant activity of biosynthesized To-AgNPs, while an agar well diffusion method was used to test the antibacterial activity against uropathogens, including Staphylococcus aureus, Escherichia coli, Pseudomonas aeruginosa, Enterococcus faecalis, and Klebsiella pneumoniae. The To-AgNPs showed the highest susceptibility to S. aureus (15.75 ± 0.35 mm) and E. coli (15 ± 0.7 mm) with MIC values of 0.0625 and 0.125 mg/ml, respectively in macro broth dilution method and observed considerable membrane damage under CLSM and SEM. To-AgNPs displayed stronger antioxidant and antimicrobial activity, suggesting they may be developed as a new class of antimicrobial agents for treating UTIs.
Graphical Abstract. Antibacterial activity of T. ornata, To-AgNps and Cefotaxime (30 mcg) against selected uropathogens.
1. Introduction
Urinary tract infections (UTIs) are the second most important clinical diseases that account for up to 40% of nosocomial infections. Each year, about 150 million people are affected globally, resulting in an economic and public health burden of about $3.5 billion annually in the United States (Flores-Mireles et al., 2015). Among elderly men, women of any age, and infant boys, UTIs account for significant morbidity. Women are more susceptible to UTIs than men (Medina and Castillo-Pino, 2019). The most common uropathogens are Escherichia coli, Enterococcus spp., Pseudomonas aeruginosa, Klebsiella pneumoniae, Staphylococcus spp., Proteus mirabilis, and Candida spp. Most UTIs (80%) are caused by E. coli. However, patients with complicated UTIs have a higher rate of non-E. coli infections (44–72%) (Tabibian et al., 2008; Brumbaugh and Mobley, 2012). The severity of UTIs varies from a mild innocuous infection to acute sepsis with mortality rates between 20 and 40% (Wagenlehner et al., 2013; Das, 2020). Additional complications are kidney infections with a risk of permanent kidney damage caused by poorly treated or untreated UTIs. People with recurrent UTIs often experience depression and anxiety symptoms.
Initial broad-spectrum antibiotics, such as penicillins, cephalosporins, beta-lactams, carbapenems, and fluoroquinolones are effective in treating recurrent UTIs. However, inappropriate selection of antibiotics or long-term usage leads to antibiotic resistance (Sánchez et al., 2021). Drug-resistant bacteria pose a serious threat that necessitates the development of alternative antimicrobials. With the advances in nanotechnology, nanomaterials have shown great promise in the field of biomedicine. In recent years, many kinds of metallic nanoparticles have been developed and evaluated for their antibacterial properties, but silver nanoparticles (AgNPs) are the most appealing and ideally suited for biomedical applications due to their unique physical properties, high photo thermal effect and are effective in killing bacteria. Anticancer, antimicrobial, antioxidant, and anti-inflammatory are some of their medicinal uses. The benefits of AgNPs include they are less toxic, they do not alter the host cellular structure, and they cannot cause microbial resistance (Franci et al., 2015). In spite of the widespread knowledge of AgNPs’ antibacterial properties, the mechanisms of their action remain largely obscure. AgNPs exhibit high antimicrobial activity because of their small size and large surface area; AgNPs get incorporated into the cell membrane, alter the membrane potential, increase permeability to ions, or inhibit enzymes that control cell division (Bruna et al., 2021). They also modulate cellular signaling by dephosphorylating putative key peptide substrates on tyrosine residues (Bouqellah et al., 2019). Many researchers have determined that AgNPs can be used as antimicrobial agents against Escherichia coli, Klebsiella pneumoniae, Staphylococcus aureus, and Pseudomonas aeruginosa (Li et al., 2011; Salomoni et al., 2017; Loo et al., 2018).
In recent years, green synthesis of AgNPs has gradually replaced physiochemical methods due to issues related to the consumption of large amounts of energy, the release of toxic and harmful chemicals, and the need for complex equipment and conditions for NP synthesis. Green synthesis involves using natural and environmentally friendly materials (microorganisms, phytochemicals, and antioxidants) as reducing agents and capping agents, thereby reducing energy consumption, avoiding the usage of high-pressure and toxic reagents, cost efficiency, and large-scale production (Guan et al., 2022). The physicochemical properties, shape, size, and stabilization of AgNPs can be modified by capping agents. Therefore, choosing an appropriate capping agent will strengthen and improve the interaction of the nanoparticles (NPs) with the surroundings and improve cytotoxicity and biocompatibility. Several studies have shown that seaweeds are rich sources of secondary metabolites which can suitably act as capping and reducing agents in AgNP synthesis (Kannan et al., 2013; de Aragão et al., 2019; Bhuyar et al., 2020). Secondary metabolites also have a range of beneficial attributes such as antimicrobial, diuretic, antioxidant, analgesic, anti-inflammatory, anti-cancer, anti-apoptotic, enzyme inhibitory, and antiurolithiatic properties.
Turbinaria ornata (T. ornata) is a brown alga that belongs to the Sargassaceae family, of the class Phaeophyceae and is found in tropical and subtropical regions of the Western and Central Pacific, as well as the Indian Ocean. They occur in small clusters closely related to the fissures of basalt rocks in high wave action regions, apart from the fissures of coral heads at 20–30 m. This alga’s morphological characteristics enable it to survive in challenging ecological conditions (Remya et al., 2022). T. ornata is rich in bioactive compounds including saponins, fucoxanthin, terpene flavonoids, phenols, proteins, sulfates, polysaccharides, fucosterol, polyphenols, and alkaloids (Deepak et al., 2017). These bioactive compounds can reduce silver ions to silver and thus stabilize NPs (Khan et al., 2022). According to published records, it has extensive biological properties such as anti-coagulant, antioxidant (Arivuselvan et al., 2011; Alharbi et al., 2020), antitumor activity (Remya et al., 2017), anti-inflammatory (Ananthi et al., 2010; Subash et al., 2016), anti-cancer (Bharath et al., 2021), antibacterial (Ward and Deyab, 2016), anti-diabetic (Unnikrishnan et al., 2014), and wound-healing (Senthil and Annappan, 2013; Shaibi et al., 2022).
A few studies have examined the antibacterial effects of various nanoparticles biosynthesized from T. ornata, such as tin oxide (Sn-O2) nanoparticles (Sunny et al., 2022), magnesium hydroxide (Mg(OH)2) nanoparticles (Govindaraju et al., 2020), and gold (Au) and Ag-NPs (Kayalvizhi et al., 2014). Most metal nanoparticles may produce toxic ions, cytokines, and reactive oxygen species (ROS) that are toxic to healthy and infected cells. The advantages of AgNPs over other nanoparticles include their cost-effectiveness, low toxicity, high efficiency, low maintenance, ease of use, and biocompatibility. Additionally, bioactive compounds in T. ornata extract bind and stabilize AgNPs, making them more effective against microbes. Several studies have demonstrated the antibacterial effect of AgNPs synthesized from T. ornata against biofilm microbes (Krishnan et al., 2015) and water-contaminating bacteria (Anuluxan et al., 2022). To our knowledge, there have been no reports on T. ornata-mediated AgNPs as an uropathogen target. Hence, this study aims to investigate the antiuropathogenic activity of the T. ornata extract (To-AE) and its biosynthesized AgNPs. The mechanism involved in in vitro antibacterial activity was further investigated using scanning electron microscopy (SEM) and confocal laser scanning microscopy (CLSM).
2. Materials and methods
2.1. Chemicals and materials
Analytical grade chemicals with maximum purity were used in this study. Silver nitrate (AgNO3) and bacterial culture media were purchased from Himedia Laboratories Ltd., India. Uropathogens responsible for UTIs such as S. aureus, K. pneumoniae, E. coli, P. aeruginosa, and E. faecalis, were granted by the K.A.P. Viswanatham Medical College, Tiruchirappalli – 620 001, Tamil Nadu.
2.2. Seaweed collection and processing
Fresh T. ornata seaweeds (Figure 1) were collected from the Mandapam coastal area of the Gulf of Mannar located at the Bay of Bengal region (78°8’ E latitude and 9°17’ N longitude) of Tutucorin, Tamil Nadu, India. The seaweed samples were hand-picked and washed thoroughly in filtered seawater, tap water and distilled water to clean up adhering epiphytes, debris, and other impurities. Seaweed thalli with distinct morphology were transported immediately in separate polyethylene bags to the laboratory and shade dried for 3–5 days at room temperature (Harinee et al., 2019). The dried seaweed was then ground to fine powder with electric blender and stored in air tight container for further use.
Figure 1. Brown seaweed Turbinaria ornata collected from Mandapam coastal area of Tutucorin, Tamil Nadu, India.
2.3. Preparation of seaweed extract
Aqueous seaweed extract was made by adding 50 g of dried seaweed powder to 400 ml distilled water and heated to boiling until it was reduced to half its original volume. Once it cooled, the extract was filtered using Whatman grade 42 filter paper (Whatman, GE Healthcare, UK) and stored at 4°C for further studies (Harinee et al., 2019; Bhuyar et al., 2020).
2.4. Biosynthesis of To-AgNPs
Seaweed extract-mediated AgNPs were synthesized according to Azeem et al. (2021) with modifications. T. ornata extract (To-AE) (5 ml) was stirred with 95 ml of 1 mM AgNo3 solution after adjusting the pH to 10 by adding 1 M NaOH. At alkaline pH the AgNPs formation gets accelerated. Upon completion of the reaction, a change in color was observed. The product was centrifuged at 10,000 rpm for 20 min. The pellets were collected and washed with distilled water to obtain pure NPs.
2.5. Characterization of To-AgNPs
The characterization of To-AgNPs is critical for elucidating their functional properties because their physicochemical properties have profound effects on behavior, biodistribution, safety, and efficacy. An array of analytical techniques was employed for characterizing the samples, including UV-visible spectroscopy, Fourier transform infrared spectroscopy (FTIR), X-ray diffractometry (XRD), SEM, and dynamic light scattering (DLS) (Chandraker et al., 2022a,b). A UV-vis spectrophotometer (Lambda 35, Perkin Elmer) was used to confirm the NPs formation. The absorption spectrum of the AgNPs was recorded over a wavelength range of 300–800 nm. The type of seaweed biomolecules responsible for the reduction of AgNPs was determined by FTIR spectroscopy. Surface capping of the To-AgNPs by phytochemical constituents of seaweed extract was also confirmed by FTIR (Spectrum RX-I, Perkin Elmer) with a wavelength of 4,000–400 cm–1. The size and morphological characteristics of the NPs were determined by SEM (EVO-18, Carl Zeiss) and TEM (FEI-TECNAI, G2-20 Twin microscope). XRD (Rigaku ULTIMA III) was used to determine the crystalline nature and lattice structure of the synthesized NPs, with Cu- kα anode radiation (λ = 1.54056 Å) operated at a voltage of 45 kV and a current of 30 mA, over a 2θ collection range of 20–80° with a step size of 0.02° and scan rate of 4°/min. To-AgNPs particle size distribution and zeta potential were determined using DLS (Micromeritics, Nano Plus).
2.6. Antioxidant activity
DPPH radical scavenging activity of To-AE and To-AgNPs was evaluated by the method of Keshari et al. (2018). Briefly, 3 ml samples at different concentrations (10, 20, 40, 60, 80, and 100 μg/ml) were mixed with 1 ml of 0.1 mM DPPH in methanol and incubated for 30 min in the dark. The positive control was ascorbic acid. The absorbance of the samples and control was recorded at 517 nm spectroscopically and radical scavenging activity was calculated using the formula below.
A0 and A1 are the absorbance of the control and experimental samples, respectively.
2.7. Anti-uropathogenic activity
The anti-uropathogenic activity of To-AE and To-AgNPs was studied by the well diffusion method (Faraja et al., 2018). Overnight cultures of UTIs causing bacteria, such as E. coli, E. faecalis, K. pneumoniae, S. aureus, and P. aeruginosa were used for the study. Mûller Hinton agar was prepared and poured into 4 petri plates and allowed to cool down. Once the medium got solidified, agar plates were swabbed with the inocula of the test pathogens. Wells (6 mm diameter) were cut out of the agar, and 50 and 100 μl of To-AE and the To-AgNPs were placed into each well and incubated at 37°C for 24 h. At the end of the incubation the diameters of the clear zone of inhibition of growth were measured.
2.8. Minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) assay
The MIC and MBC of To-AgNPs were determined according to CLSI guidelines (Clinical and Laboratory Standards Institute [CLSI], 2015). MIC tests were performed as a standard macro broth dilution method, whereas MBC tests were carried out on the MHA plates. Bacteria for the experiment were 106 CFU/ml, and two fold serial dilutions of To-AgNPs were prepared by mixing 1 ml of the working solution with 1 ml of bacterial inoculum in MHB. The concentration gradients of To-AgNPs were 2–0.0156 mg/ml. Additionally, a negative control (medium only) and a positive control (medium and bacterial inoculum) were maintained. Then the tubes were incubated for 24 h at 37°C. A MIC value was determined with the lowest concentration of To-AgNPs that inhibited bacterial growth. The MBC test was performed by plating the suspension from each tube which showed no visible bacterial growth, onto a MHA plate which was then incubated for 24 h. A MBC value was taken as the lowest concentration to kill the bacteria.
2.9. Confocal laser scanning microscopy (CLSM)
Confocal microscopy (Carl Zeiss, LSM710, Jena, Germany) was used to examine antimicrobial activity of To-AgNP against S. aureus and E. coli (Henciya et al., 2020). To-AgNPs were used at a concentration of 0.125 mg/mL for E. coli and 0.0625 mg/ml for S. aureus based on MIC results. Cultures without treatment were used as controls. Acridine orange and ethidium bromide (AO-EtBr) was used to stain the treated and untreated bacterial cells, and live and dead cells were observed under the confocal microscope.
2.10. Scanning electron microscopy (SEM)
The visualization of impact of To-AgNPs on the structure and morphology of S. aureus and E. coli cells was performed by SEM microscopy according to the following procedure (Zawadzka et al., 2016). Overnight cultures of treated and untreated samples were centrifuged at 6000 rpm for 15 min and pellets were collected thereafter. After being washed thrice with sterile PBS the pellets were suspended in cold glutaraldehyde and incubated for 2 h at 4°C. Bacterial cells were then washed three times with sodium buffer and dehydrated with a series of ethanol solutions (30-100%). A subsequent SEM examination was carried out by coating washed bacterial cells on SEM stubs (EVO-18, Carl Zeiss, Germany).
2.11. Statistical analysis
A statistical analysis of the data was performed using GraphPad Prism Software (Version 9.0.0). The normality distribution of the antioxidant activity and antimicrobial activity assay data was examined using the Shapiro–Wilk test. One-way ANOVA was used to analyze data, which passed the Shapiro–Wilk test. The Tukey–Kramer post-hoc test was used to further analyze the data for multiple comparisons. All the experiments were performed in triplicates and the data obtained were reported as means ± standard deviation, and statistically significant differences between the treatment and control groups were considered at a P-value ≤ 0.05.
3. Results
3.1. Synthesis and characterization of AgNPs
The aqueous extracts of seaweed T. ornata were obtained using the hot extraction method. A color change from dark yellow to brown was observed after the addition of To-AE to AgNO3 solution, which indicated the reduction of silver ions (Ag+) to silver (Ag0) upon excitation of surface plasmon resonance (SPR). To obtain pure NPs, the solution was centrifuged at 10,000 rpm for 20 min, and pellets were washed with distilled water.
3.2. UV-visible spectroscopy
To-AgNPs formation was confirmed using a UV–visible spectrophotometer. The UV absorption band for the To-AgNPs, at 420 nm, is shown in Figure 2.
Figure 2. UV-Visible spectra of aqueous extract and biofabricated AgNPs of T. ornata.
3.3. FT–IR analysis
The biomolecule nano-capping of the extract around the synthesized To-AgNPs confirmed by FT-IR spectroscopy led to greater stability of the synthesized NPs. To-AE was shown to contain functional groups such as alkanes, methylene, amines, and carboxylic acids that are potential reducing agents for the synthesis of AgNPs (Cho et al., 2005). The FTIR analysis of To-AE indicated the presence of carboxylic acids and amines. Figure 3 shows the molecular arrangement of various functional groups in the To-AE and the powdered To-AgNPs. A comparison of transmission peaks revealed that suppressed/increased peaks in colloidal solutions were due to metal NPs bound to bioorganic molecules. The shifted peak at 3,439.87 represents O–H stretching modes formed by flavonoid and phenolic groups in the phytoconstituents. The band at 2,075.00 cm–1 confirmed the presence of nitrile carbons and C=O (1,650.78, 1,643.72, and 1,633.77 cm–1) was due to a free carboxylic acid group. Another band at 1022.43 cm–1 can be ascribed to the C–OH vibrations of alcohol groups in the To-AE. The FT-IR spectra of To-AgNPs also indicated the presence of functional groups like phenolic O–H (3,391.54 cm–1), nitrile carbons (2,882.07 cm–1), and C=O (1,608.92 cm–1).
Figure 3. FT-IR spectra of T. ornata aqueous extract and To-AgNPs.
3.4. X-ray diffraction analysis
The intensities of diffracted X-rays were recorded from 20° to 80°. Four Bragg reflections at 38.07°, 43.97°, 64.36°, and 77.32° represented the lattice planes of (1 1 1), (2 0 0), (2 2 0), and (3 1 1), respectively (Figure 4), which confirmed the cubic structure of AgNPs. According to the Joint Committee on Powder Diffraction Standards (JCPDS) – 040783, the XRD results verified that the To-AgNPs formed by seaweed extract reduction of Ag+ ions were crystalline (Chandraker et al., 2022c). Additionally, peaks were observed at 28.57° and 32.15°, suggesting that bio-organic crystallization occurred on AgNPs surfaces.
Figure 4. XRD pattern of To-AgNPs.
3.5. Morphological analysis by SEM and TEM
The SEM image provided an overview of the surface morphology, size and shape of the biosynthesized To-AgNPs (Merin et al., 2010). As shown in Figure 5, spherical and some irregular AgNPs with average size of 73.98 nm with diameters ranging from 64.67 nm to 81.28 nm were observed. This result strongly supported the notion that To-AE may act as reducing and capping agents in the production of To-AgNPs. As shown in TEM images (Figure 6), most of the particles are almost spherical, while others displaying irregular shapes, which is consistent with SEM results.
Figure 5. SEM image of synthesized To-AgNPs at two different magnificationsat two different magnifications, (A) 500 nm and (B) 200 nm.
Figure 6. TEM image of synthesized To-AgNPs at two different magnifications at two different magnifications, (A) 500 nm and (B) 200 nm.
3.6. Dynamic light scattering (DLS)
Hydrodynamic size distribution and the polydispersity index (PdI) of AgNPs were determined by DLS analysis (Adebayo-Tayo et al., 2019). The experiment also provided information about the population of particles in a short time. The results showed that the cumulant diameter of AgNPs at optimum conditions was 128.3 nm with a PdI of 0.313 (Figure 7A). Observation of the particle’s zeta potential reveals a sharp peak with a negative value (−63.3 mV), indicating the surface of the To-AgNPs was negatively charged and stable (Figure 7B).
Figure 7. DLS histogram showing particle size distribution (A) and zeta potential (B) of synthesized To-AgNPs.
3.7. Anti-oxidant activity
Ascorbic acid showed the highest antioxidant activity, followed by To-AgNPs and To-AE. Based on the concentrations, 100 μg/ml of ascorbic acid, To-AE, and To-AgNPs demonstrated excellent radical scavenging activity, 95.12, 61.27, and 70.09%, respectively (Figure 8). The Shapiro–Wilk normality test showed that the data had a significance of P < 0.05 (Figure 9A). A one-way ANOVA was applied to examine differences between the treatment groups (To-AE, To-AgNPs) and controls (ascorbic acid), which were statistically significant (DF = 5, F = 5.037, P = 0.0212). Based on a Post-hoc Tukey’s test, To-AE and To-AgNPs showed highly significant positive correlations with ascorbic acid, P = 0.0013 and P = 0.0007, respectively, and To-AgNPs showed a higher radical scavenging activity than To-AE (Figure 9B).
Figure 8. DPPH radical scavenging activity of To-AE, To-AgNPs, and ascorbic acid. Data were expressed as means ± standard deviation based on three independent replicates (n = 3).
Figure 9. Statistical analysis of antioxidant activity of different groups (A) normality distribution of data, (B) one-way ANOVA between groups. (*P < 0.05, **P < 0.01, ***P < 0.001, All data were expressed as mean ± standard deviation based on three independent replicates, n = 3).
3.8. Anti-uropathogenic activity
Antimicrobial activity tests were performed against bacteria that cause UTIs including K. pneumoniae, P. aeruginosa, E. faecalis, E. coli, and S. aureus. As shown in Figure 10 and Supplementary Figure 1, To-AgNPs were more effective than AgNO3 solutions, and To-AE. Additionally, DMSO, as a negative control, did not show any inhibition zone. An antibiotic disk of 30 mcg Cefotaxime (CTX) was used as a positive control because it exhibited broad-spectrum antibacterial activity in most uropathogens. Among the selected uropathogens S. aureus (15.75 ± 0.35 mm) and E. coli (15 ± 0.7 mm) were more susceptible to To-AgNPs. A maximum inhibition zone was observed against Gram-positive S. aureus, while Gram-negative P. aeruginosa (9 ± 0.7 mm) had a minimum zone of inhibition.
Figure 10. Anti-uropathogenic bacterial inhibition of different agents and controls. Error bar represents the mean ± standard deviation of three independent experiments.
As shown in Figure 11A, Shapiro–Wilk normality test results indicate statistical significance for normality distribution. In vitro antibacterial activity was compared with one-way ANOVA statistical analysis, and statistically significant results were obtained (P < 0.05). A Tukey’s test was conducted for multiple comparison of To-AE, To-AgNPs, AgNO3, positive control (Cefotaxime), and negative control (DMSO) inhibitory diameters for antimicrobial activity. In Figures 11B, C, it is seen that all treatment groups had significantly different antibacterial activities except for AgNO3, which was not significant when compared with Cefotaxime (mean difference (MD) = 3.2, P = 0.1198), To-AgNPs (MD = 1.65, P = 0.0076) and To-AE (MD = –3.8, P = 0.019), as well as Cefotaxime with To-AgNPs also not significant (MD = 1.55, P = 0.6588). Based on the ANOVA results, it can be concluded that To-AgNPs had significantly higher antibacterial activity than all other groups except Cefotaxime. Cefotaxime serves as a standard to correlate the lead agent between the groups.
Figure 11. Statistical analysis of antimicrobial activity of different agents, (A) normality distribution of data, (B) one-way ANOVA between groups, (C) graphical display of Tukey’s multiple comparison tests for antimicrobial activity data. All data were expressed as mean ± standard deviation based on three independent replicates (n = 3), ** implies P < 0.01, *** implies P < 0.001, **** implies P < 0.0001, ns implies not significant.
3.9. MIC and MBC determination
To-AgNPs showed potent activity against S. aureus, E coli, K. pneumoniae, and E. faecalis with MIC values 0.0625, 0.125, 0.25, and 0.25 mg/ml, respectively. On the other hand, inhibitory activity was not detected against P. aeruginosa. The MBC against S. aureus, E. coli, K. pneumoniae, and E. faecalis, 0.125, 0.25, 0.5, 0.5 mg/mL, respectively. These results showed that the To-AgNPs were highly effective against S. aureus and E. coli.
3.10. Confocal laser scanning microscopy (CLSM)
Confocal microscopy analysis of S. aureus and E. coli treated individually with a lethal dose (MIC) of To-AgNPs revealed the dead and surviving bacteria. In Figure 12, acridine orange and ethidium bromide stainings showed large number of dead cells (red image) and fewer surviving bacteria with physical deterioration and disintegration (green image) in both treated groups, but no dead cells are seen in the control groups.
Figure 12. Confocal images of S. aureus and E. coli stained with acridine orange and ethidium bromide. (A) Control and To-AgNPs treated E. coli. (B) Control and To-AgNPs treated S. aureus (green indicates live cells and red indicates dead cells, scale bar 10 μm).
3.11. Scanning electron microscopy (SEM)
To further confirm the results observed with CLSM, SEM was performed on the same samples (Figure 13). The untreated E. coli cells appeared intact with no signs of ruptures and collapses, while the To-AgNPs-treated E. coli cells appeared shorter and compact or completely deformed. For S. aureus, the untreated cells appeared as smooth surfaces without any damage to their exterior structures, whereas, the treated cells displayed alterations and deformities of their surfaces and corrugated outer membranes.
Figure 13. SEM image of To-AgNPs treated and untreated bacteria. (A) Untreated E. coli, (B) To-AgNPs treated E. coli, (C) Untreated S. aureus, (D) To-AgNPs treated S. aureus.
4. Discussion
Urinary tract infections is one of the most common reasons for the use of antibiotics, which results in the development of antibiotic resistance, a public health concern worldwide. Several investigations are currently conducted with new potential treatments and preventions for UTIs. The antibacterial properties of AgNPs could offer an alternative solution to the resistance issue. It is long-since known that silver-based compounds have antibacterial properties. Exhaustive literatures are available on their antimicrobial, anticancer, and antioxidant activities (Zhang et al., 2020, Algotiml et al., 2022). Using seaweed as a reducing agent in the synthesis of NPs will be beneficial because they are eco-friendly and less biohazardous, and their medicinal compounds can be added to NPs to enhance their performance. No documented studies were done on the antibacterial activities of T. ornata extract and its biofabricated nanoparticles against uropathogens. Thus, the present study evaluates the bioactive properties of To-AgNPs as a potential therapeutic agent for UTIs.
4.1. To-AgNPs synthesis and characterization
In the present study, an aqueous extract of T. ornata, obtained by hot extraction, was used to synthesize AgNPs. Biomolecules present in T. ornata function as reducing and capping agents during AgNP synthesis. The addition of 1 M NaOH enhanced the reducing power of functional groups in To-AE and accelerated the formation of small and stable AgNPs. When AgNO3 solution was added to the To-AE and the pH was adjusted to 10, there are color changes from dark yellow to reddish brown, resulting from the reduction of Ag+ to Ag0 due to surface plasmon resonance. Confirmation of AgNPs formation is commonly done by UV-Vis Spectroscopy. The conduction and valence bands in AgNPs are located very close to each other, allowing electrons to move freely. As these electrons oscillate collectively in resonance with the light wave, they generate an SPR absorption band (λmax at 400–420 nm). AgNPs absorb light depending on their size, dielectric medium, and chemical environment (Salleh et al., 2020). The typical band with λmax at 400-420 nm indicates spherical-shaped AgNPs (Raja et al., 2017).
The FTIR spectrum of To-AE and To-AgNPs showed the presence of various functional groups such as flavanoid, phenolic, nitrile carbons and carboxylic acid groups which is also present in AgNPs, indicating the reduction of functional groups during AgNPs synthesis. These functional groups may donate electrons to silver ions, reducing them to silver atoms, which then aggregate to form AgNPs. They also act as a stabilizer by adsorbing onto the surface of the AgNPs and preventing them from aggregating. Researchers observed a similar phenomenon when investigating possible biomolecules responsible for AgNPs synthesized from other seaweed extracts (Krishnan et al., 2015).
The XRD pattern showed sharp Bragg peaks at 38.07°, 43.97°, 64.36°, and 77.32°, indicating the crystalline nature of To-NPs. Some unassigned peaks were also in their vicinity, possibly due to the capping agent that stabilized the nanoparticles. AgNPs synthesized from the seaweed extract of Enteromorpha compressa (Ramkumar et al., 2017), also showed similar results.
The shape and size of the AgNPs were clarified by SEM analysis. The morphology of To-AgNPs was clearly seen in the SEM images with an average size of 73.98 nm with diameters ranging from 64.67 to 81.28 nm. In addition, most of the silver nanoparticles produced were spherical, while some were irregular shaped. TEM was also used to determine the size, shape, and crystallinity of To-AgNPs. In agreement with SEM results, most of the particles appear almost spherical on TEM images, while some have irregular shapes. The lighter areas in the image suggest that Ag0 is surrounded by bioactive compounds contained in TO-AE. In an experiment using Sonchus arvensis leaf extract-mediated AgNPs, Chandraker et al. (2019) observed similar semi-transparent surrounding zones of capping phytochemical constituents.
The DLS measured size was larger than the SEM size since DLS measures the hydrodynamic diameter, which is the diameter of the particle, hydration layer, and other surface ions and molecules that move alongside the AgNPs (Fissan et al., 2014). According to Du et al. (2015), PDI value of <0.5 is preferred for the nanoparticle solutions to be monodispersed. In the present study, a PDI value of 0.313 was obtained, which confirmed the monodispersity of To-AgNPs. The stability of nanoparticles in aqueous solutions can be understood using the zeta potential, a measure of surface charge potential. Nanoparticles with a zeta potential of more than +30 mV or less than –30 mV are said to be particularly stable in the dispersion medium (Erdogan et al., 2019). To-AgNPs’ zeta potential value were found to be –63.3 mV. The results demonstrate that To-AgNPs are negatively charged and more stable, allowing them to maintain their structural integrity over an extended period of time.
4.2. Anti-oxidant and anti-uropathogenic analysis of To-AgNPs
Antioxidant and free radical scavenging properties of AgNPs depend on the bioactive compounds present in seaweeds, and they can improve by increasing the concentration of AgNPs. In the present study, the DPPH antioxidant activities of To-AE, To-AgNPs and the standard ascorbic acid were analyzed at various concentrations (10, 20, 340, 60, 80 and 100 μg/ml). It was found that the radical scavenging activity of both To-AE and To-AgNPs were significantly different to those of standard ascorbic acid. To-AgNPs showed higher antioxidant activity (70.09%) compared to To-AE (61.27%). It was also found that, for all groups, there was an increasing trend in radical scavenging activity with concentration. Alharbi et al. (2020) reported that T. ornata extract contained excellent antioxidants. Polyphenols, sulfated polysaccharides and terpenoids present in T. ornata were probably responsible for the antioxidant properties (Vijayabaskar and Shiyamala, 2012). Chakraborty and Joseph (2016) reported that phenolic compounds in T. ornata were the effective antioxidants that were scavenging DPPH free radicals. Our FTIR results also proved the presence of phenolic compounds in To-AE and To-AgNPs that might be responsible for its antioxidant property. Also, AgNPs are intended to transport electrons to the reactive media in order to neutralize the unstable DPPH free radicals (Chandraker et al., 2022a). Prior to the present study were the seaweed Ecklonia cava (Venkatesan et al., 2016), Desmarestia antarctica, and Iridaea cordata (González-Ballesteros et al., 2021) mediated AgNPs studied for their antioxidant activity and provided similar results.
Urinary tract infection-causing bacteria like P. aeruginosa, K. pneumoniae, E. faecalis, E. coli, and S. aureus were selected for the antimicrobial study of the To-AE and its biofabricated Ag-NPs. Gram-positive S. aureus exhibited the greatest zone of inhibition, followed by Gram-negative E. coli. A minimum level of activity was found in P. aeruginosa. The statistical analysis of antimicrobial activities of To-AgNPs, To-AE, AgNO3, DMSO and Cefotaxime showed that To-AgNPs exhibited higher antimicrobial activity than To-AE and AgNO3, which is comparable with Cefotaxime. According to Neelamathi and Kannan (2016), the crude methanolic extract of T. ornata contains hydrocarbons, acids, aldehydes, ketones, esters, alcohols, halogenated compounds, and aromatics that are likely to be responsible for its antimicrobial properties. It was reported that antimicrobial activity of T. ornata extract killed P. aeruginosa effectively (Alharbi et al., 2020) and ethanolic extracts were more effective against Gram-positive bacteria than Gram-negative bacteria (Ward and Deyab, 2016). Few reports are published on the synthesis of Sn-O2 and Mg(OH)2 NPs from T. ornata extract has been reported with antibacterial activity (Govindaraju et al., 2020; Sunny et al., 2022). In a study by Anuluxan et al. (2022) using AgNPs derived from T. ornata against water-contaminated bacteria, Gram-positive S. aureus, B. circulans, and E. faecalis and Gram-negative E. coli and P. aeruginosa and found that To-AgNPs demonstrated the strongest antibacterial activity against S. aureus, which was consistent with our findings.
The antibacterial effects of To-AgNPs were dose-dependent. Of the five bacterial strains tested, To-AgNPs showed potent activity against S. aureus and E. coli with MIC values of 0.0625, 0.125 mg/ml, and MBC values of 0.125, 0.25 mg/ml, respectively. There is still a lot of uncertainty about how AgNPs exert their antimicrobial effects. Possibly, the antimicrobial property is due to Ag+ released from To-AgNPs, which bind to cellular structural groups (carbonyl, sulfhydryl and phosphate), penetrate into cells, condense DNA and react with proteins (Leng et al., 2020). Ag+ ions interact with thiol groups in enzymes and proteins to attack bacteria. Additionally, Ag+ ions trigger the release of K+ ions in bacteria and target plasma or cytoplasmic membranes. They also interact with nucleic acids, inhibit cell division and prevent bacterial growth. Additionally, the capping agent of the nanoparticle also interacts with the bacterial membrane. All these phenomena lead to damage or even the death of the microorganisms. The results are in agreement with the disk diffusion results. The MIC values from prior research showed a considerable amount of fluctuations in AgNPs’s antimicrobial properties. Consequently, it is difficult to compare the data since there is no accepted method for determining AgNPs’ antibacterial activity (Loo et al., 2018).
4.3. SEM and CLSM analysis
The findings from both CLSM and SEM analysis were consistent, with both showing changes in morphology and structure in bacteria, suggesting the affinity of To-AgNPs to attach to the cell surface resulting in cell membrane degradation and deformation. According to our CLSM results, both Gram-negative E. coli and Gram-positive S. aureus were effectively killed by To-AgNPs treatment. However, S. aureus treated with To-AgNPs were almost dead compared to treated E. coli. This indicates that To-AgNPs had a greater effect on S. aureus than on E. coli. The SEM image revealed that the membranes of S. aureus were severely damaged and distorted after being exposed to To-AgNPs, resulting in cellular fluid discharge. AgNPs interfered with the permeability of cell membranes and caused mechanical damage by interacting with cell wall components. For E. coli, the surviving cells retained their rod shape with smooth surfaces. This is because Gram-positive and Gram-negative bacteria exhibit different AgNPs toxicity due to their structural differences in cell walls. The peptidoglycan layer in Gram-negative E. coli is surrounded by two lipid bilayers and lipopolysaccharides that act as antimicrobial barriers, thus preventing silver ions from entering the cell. A permeability barrier formed by the outer membrane diffusion channels and porins in E. coli also prevents more To-AgNPs entry. In contrast, Gram-positive bacteria’s cell walls are highly porous and enable the entry of foreign substances into the cell (Lee et al., 2019). These findings offer additional support for the potential and mechanism of action of To-AgNPs to inhibit uropathogens.
Recurrent UTIs may increase the risk of kidney stones. A wide variety of uropathogens may cause infection stones, including E. coli, S. aureus, P. mirabilis, K. pneumoniae, Streptococcus sp. and P. aeruginosa (Mohan et al., 2022; Raj et al., 2023). Therefore, biofabricated To-AgNPs are promising anti-uropathogenic agents and may act as stone preventers.
5. Conclusion
The significant concern for UTI treatment is that traditional antibiotics may not be effective in treating infections caused by antibiotic-resistant bacteria. AgNPs have been found to have low toxicity to human cells and broad spectrum antimicrobial activity, making them a promising alternative to traditional antibiotics. The present in vitro study demonstrated that T. ornata extracts can be used to reduce and stabilize AgNPs in a fast and environmentally friendly manner. The biosynthesized AgNPs were characterized by UV-Vis, FT-IR, XRD, SEM, TEM and DLS to confirm their formation and stability. The synthesized To-AgNPs were more effective against Gram-positive S. aureus, but the Gram-negative E. coli was also susceptible to it. The CLSM and SEM analysis also supports this finding. To-AgNPs may therefore be a great alternative to be further researched and developed as an anti-uropathogenic agent due to high biocompatibility, enhanced colloidal stability, and strong antibacterial activity. For the therapeutic use of To-AgNPs, further investigations are needed on the mechanism of antimicrobial activity of AgNPs and the cytotoxic, genotoxic, and inflammatory properties of AgNPs.
Data availability statement
The original contributions presented in this study are included in the article/Supplementary material, further inquiries can be directed to the corresponding authors.
Author contributions
CR, RJ, and SK: Conceptualization and resources. CR, SK, and RJ: methodology, analysis, and investigation. RJ and SK: supervision. CR: writing—original draft preparation. SK, KM, RJ, and HD: writing—review and editing. All authors contributed to the article and approved the submitted version.
Acknowledgments
SK gratefully acknowledges funding from the Academy of Medical Sciences (Newton fellowship grant – NIF\R1\181849). We acknowledge RUSA 2.0 – Biological Sciences, Bharathidasan University; DST-FIST in Marine Science (No. SR/FST/ES-I/2019/62 (C) and DST-PURSE (USIC) for providing instrumentation facilities during the research period).
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2023.1072043/full#supplementary-material
Abbreviations
UTIs, urinary tract infections; NPs, nanoparticles; AgNO3, silver nitrate; AgNPs, silver nanoparticles; To-AE, T. ornata aqueous extract; To-AgNPs, T. ornata mediated silver nanoparticles; SPR, surface plasmon resonance; UV-Vis, UV-visible spectrophotometer; XRD, X-ray diffraction; SEM, scanning electron microscopy; FT-IR, Fourier transform infrared spectroscopy; DLS, dynamic light scattering; PdI, polydispersity index; CLSM, confocal laser scanning microscopy.
References
Adebayo-Tayo, B., Salaam, A., and Ajibade, A. (2019). Green synthesis of silver nanoparticle using Oscillatoria sp. extract, its antibacterial, antibiofilm potential and cytotoxicity activity. Heliyon 5:e02502. doi: 10.1016/j.heliyon.2019.e0250
Algotiml, R., Gab-Alla, A., Seoudi, R., Abulreesh, H. H., El-Readi, M. Z., and Elbanna, K. (2022). Anticancer and antimicrobial activity of biosynthesized Red Sea marine algal silver nanoparticles. Sci. Rep. 12:2421. doi: 10.1038/s41598-022-06412-3
Alharbi, N. S., Alyahya, S. A., Ramachandran, G., Chelliah, C. K., Kadaikunnan, S., Khaled, J. M., et al. (2020). Screening of anti-oxidant and anti-bacterial metabolites from brown algae Turbinaria ornata for inhibiting the multi-drug resistant P. aeruginosa. J. King Saud Univ. Sci. 32, 3447–3453. doi: 10.1016/j.jksus.2020.10.005
Ananthi, S., Raghavendran, H. R. B., Sunil, A. G., Gayathri, V., Ramakrishnan, G., and Vasanthi, H. R. (2010). In vitro antioxidant and in vivo anti-inflammatory potential of crude polysaccharide from Turbinaria ornata (Marine Brown Alga). Food Chem. Toxicol. 48, 187–192. doi: 10.1016/j.fct.2009.09.036
Anuluxan, S., Thavaranjit, A. C., Prabagar, S., De Silva, R. C. L., and Prabagar, J. (2022). Synthesis of silver nanoparticles from Turbinaria ornata and its antibacterial activity against water contaminating bacteria. Chem. Pap. 76, 2365–2374. doi: 10.1007/s11696-021-02033-8
Arivuselvan, N., Radhiga, M., and Anantharaman, P. (2011). In vitro antioxidant and anticoagulant activities of sulphated polysaccharides from brown seaweed (Turbinaria ornata) (Turner) J Agardh. Asian J. Pharm. Biol. Res. 1, 232–239.
Azeem, M. N. A., Hassaballa, S., Ahmed, O. M., Elsayed, K. N., and Shaban, M. (2021). Photocatalytic activity of revolutionary Galaxaura elongata, Turbinaria ornata, and Enteromorpha flexuosa’s bio-capped silver nanoparticles for industrial wastewater treatment. Nanomater 11:3241. doi: 10.3390/nano11123241
Bharath, B., Perinbam, K., Devanesan, S., AlSalhi, M. S., and Saravanan, M. (2021). Evaluation of the anticancer potential of hexadecanoic acid from brown algae Turbinaria ornata on HT–29 colon cancer cells. J. Mol. Struct. 1235:130229. doi: 10.1016/j.molstruc.2021.13022
Bhuyar, P., Rahim, M. H. A., Sundararaju, S., Ramaraj, R., Maniam, G. P., and Govindan, N. (2020). Synthesis of silver nanoparticles using marine macroalgae Padina sp. and its antibacterial activity towards pathogenic bacteria. Beni Suef Univ. J. Basic Appl. Sci. 9:3. doi: 10.1186/s43088-019-0031-y
Bouqellah, N. A., Mohamed, M. M., and Ibrahim, Y. (2019). Synthesis of eco-friendly silver nanoparticles using Allium sp. and their antimicrobial potential on selected vaginal bacteria. Saudi J. Biol. Sci. 26, 1789–1794. doi: 10.1016/j.sjbs.2018.04.001
Brumbaugh, A. R., and Mobley, H. L. (2012). Preventing urinary tract infection: Progress toward an effective Escherichia coli vaccine. Expert Rev. Vaccines. 11, 663–676. doi: 10.1586/erv.12.36
Bruna, T., Maldonado-Bravo, F., Jara, P., and Caro, N. (2021). Silver nanoparticles and their antibacterial applications. Int. J. Mol. Sci. 22:7202. doi: 10.3390/ijms22137202
Chakraborty, K., and Joseph, D. (2016). Antioxidant potential and phenolic compounds of brown seaweeds Turbinaria conoides and Turbinaria ornata (Class: Phaeophyceae). J. Aquat. Food Prod. Technol. 25, 1249–1265. doi: 10.1080/10498850.2015.1054540
Chandraker, S. K., Ghosh, M. K., Lal, M., Goraj, T. K., and Shukla, R. (2019). Colorimetric sensing of Fe3+ and Hg2+ and photocatalytic activity of green synthesized silver nanoparticles from the leaf extract of Sonchus arvensis L. New J. Chem. 43, 18175–18183. doi: 10.1039/C9NJ01338E
Chandraker, S. K., Lal, M., Khanam, F., Dhruve, P., Singh, R. P., and Shukla, R. (2022a). Therapeutic potential of biogenic and optimized silver nanoparticles using Rubia cordifolia L. leaf extract. Sci. Rep. 12:8831. doi: 10.1038/s41598-022-12878-y
Chandraker, S. K., Lal, M., Dhruve, P., Yadav, A. K., Singh, R. P., Varma, R. S., et al. (2022b). Bioengineered and biocompatible silver nanoparticles from Thalictrum foliolosum DC and their biomedical applications. Clean Technol. Environ. Policy 24, 2479–2494. doi: 10.21203/rs.3.rs-1273479/v1
Chandraker, S. K., Lal, M., Kumar, A., and Shukla, R. (2022c). Justicia adhatoda L. mediated green synthesis of silver nanoparticles and assessment of their antioxidant, hydrogen peroxide sensing and optical properties. Mater. Technol. 37, 1355–1365. doi: 10.1080/10667857.2021.1949525
Cho, K., Park, J., Osaka, T., and Park, S. (2005). The study of antimicrobial activity and preservative effects of nano-ingredients. Electrochim. Acta 51, 956–960. doi: 10.1016/j.electacta.2005.04.071
Clinical and Laboratory Standards Institute [CLSI] (2015). Methods for dilution antimicrobial susceptibility tests for bacteria that grow aerobically; approved standard—Tenth Edition. CLSI document M07-A10. Wayne, PA: Clinical and Laboratory Standards Institute.
Das, S. (2020). Natural therapeutics for urinary tract infections - a review. Future J. Pharm. Sci. 6:64. doi: 10.1186/s43094-020-00086-2
de Aragão, A. P., de Oliveira, T. M., Quelemes, P. V., Perfeito, M. L. G., Araújo, M. C., Santiago, J. D. A. S., et al. (2019). Green synthesis of silver nanoparticles using the seaweed Gracilaria birdiae and their antibacterial activity. Arab. J. Chem. 12, 4182–4188. doi: 10.1016/j.arabjc.2016.04.014
Deepak, P., Sowmiya, R., Ramkumar, R., Balasubramani, G., Aiswarya, D., and Perumal, P. (2017). Structural characterization and evaluation of mosquito-larvicidal property of silver nanoparticles synthesized from the seaweed, Turbinaria ornata (Turner) J. Agardh 1848. Artif. Cells Nanomed. Biotechnol. 45, 990–998. doi: 10.1080/21691401.2016.1198365
Du, L., Xu, Q., and Huang, M. (2015). Synthesis of small silver nanoparticles under light radiation by fungus Penicillium oxalicum and its application for the catalytic reduction of methylene blue. Mater. Chem. Phys. 160, 40–47. doi: 10.1016/j.matchemphys.2015.04.003
Erdogan, O., Abbak, M., Demirbolat, G. M., Birtekocak, F., Aksel, M., Pasa, S., et al. (2019). Green synthesis of silver nanoparticles via Cynara scolymus leaf extracts: The characterization, anticancer potential with photodynamic therapy in MCF7 cells. PLoS One 14:e0216496. doi: 10.1371/journal.pone.0216496
Faraja, D. G., Jiheng, L., Wenhua, M., Jinghu, X., Fedrick, C., Meiling, C., et al. (2018). Antimicrobial properties and mechanism of action of some plant extracts against food pathogens and spoilage microorganisms. Front. Microbiol. 9:1639. doi: 10.3389/fmicb.2018.01639
Fissan, H., Ristig, S., Kaminski, H., Asbach, C., and Epple, M. (2014). Comparison of different characterization methods for nanoparticle dispersions before and after aerosolization. Anal. Methods 6, 7324–7334. doi: 10.1039/c4ay01203h
Flores-Mireles, A. L., Walker, J. N., Caparon, M., and Hultgren, S. J. (2015). Urinary tract infections: Epidemiology, mechanisms of infection and treatment options. Nat. Rev. Microbiol. 13, 269–284. doi: 10.1038/nrmicro3432
Franci, G., Falanga, A., Galdiero, S., Palomba, L., Rai, M., and Morelli, G. (2015). Silver nanoparticles as potential antibacterial agents. Molecules 20, 8856–8874. doi: 10.3390/molecules20058856
González-Ballesteros, N., Rodríguez-Argüelles, M. C., and Lastra-Valdor, M. (2021). Evaluation of the antioxidant capacities of Antarctic macroalgae and their use for nanoparticle production. Molecules 26:1182. doi: 10.3390/molecules26041182
Govindaraju, K., Anand, K. V., Anbarasu, S., Theerthagiri, J., Revathy, S., Krupakar, P., et al. (2020). Seaweed (Turbinaria ornata)-assisted green synthesis of magnesium hydroxide [Mg (OH) 2] nanomaterials and their anti-mycobacterial activity. Mater. Chem. Phys. 239:122007. doi: 10.1016/j.matchemphys.2019.122007
Guan, Z., Ying, S., Ofoegbu, P. C., Clubb, P., Rico, C., He, F., et al. (2022). Green synthesis of nanoparticles: Current developments and limitations. Environ. Technol. Innov. 17:102336. doi: 10.1016/j.eti.2022.102336
Harinee, S., Muthukumar, K., Dahms, H., Koperuncholan, M., Vignesh, S., Banu, R. J., et al. (2019). Biocompatible nanoparticles with enhanced photocatalytic and anti-microfouling potential. Int. Biodeterior. Biodegradation 145:104790. doi: 10.1016/j.ibiod.2019.104790
Henciya, S., Vengateshwaran, T. D., Gokul, M. S., Dahms, H. U., and James, A. R. (2020). Antibacterial activity of halophilic bacteria against drug-resistant microbes associated with diabetic foot infections. Curr. Microbiol. 77, 3711–3723. doi: 10.1007/s00284-020-02190-1
Kannan, R. R. R., Stirk, W. A., and Van Staden, J. (2013). Synthesis of silver nanoparticles using the seaweed Codium capitatum P.C. Silva (Chlorophyceae). S. Afr. J. Bot. 86, 1–4. doi: 10.1016/j.sajb.2013.01.003
Kayalvizhi, K., Asmathunisha, N., Subramanian, V., and Kathiresan, K. (2014). Purification of silver and gold nanoparticles from two species of brown seaweeds (Padina tetrastromatica and Turbinaria ornata). J. Med. Plants Stud. 2, 32–37.
Keshari, A. K., Srivastava, R., Singh, P., Yadav, V. B., and Nath, G. (2018). Antioxidant and antibacterial activity of silver nanoparticles synthesized by Cestrum nocturnum. J. Ayurveda Integr. Med. 11, 37–44. doi: 10.1016/j.jaim.2017.11.003
Khan, F., Shariq, M., Asif, M., Siddiqui, M. A., Malan, P., and Ahmad, F. (2022). Green nanotechnology: Plant-mediated nanoparticle synthesis and application. Nanomaterials 12:673. doi: 10.3390/nano12040673
Krishnan, M., Sivanandham, V., Dahms, H.-U., Murugaiah, S. G., Seeni, P., Gopalan, S., et al. (2015). Antifouling assessments on biogenic nanoparticles: A field study from polluted offshore platform. Mar. Pollut. Bull. 101, 816–825. doi: 10.1016/j.marpolbul.2015.08.0
Lee, N.-Y., Ko, W.-C., and Hsueh, P.-R. (2019). Nanoparticles in the treatment of infections caused by multidrug-resistant organisms. Front. Pharmacol. 10:1153. doi: 10.3389/fphar.2019.01153
Leng, D., Li, Y., Zhu, J., Liang, R., Zhang, C., Zhou, Y., et al. (2020). The antibiofilm activity and mechanism of nanosilver- and nanozinc-incorporated mesoporous calcium-silicate nanoparticles. Int. J. Nanomed. 15, 3921–3936. doi: 10.2147/IJN.S244686
Li, W., Xie, X., and Shi, Q. (2011). Antibacterial effect of silver nanoparticles on Staphylococcus aureus. Biometals 24, 135–141. doi: 10.1007/s10534-010-9381-6
Loo, Y. Y., Rukayadi, Y., Nor-Khaizura, M., Kuan, C. H., Chieng, B. W., Nishibuchi, M., et al. (2018). In vitro antimicrobial activity of green synthesized silver nanoparticles against selected gram-negative foodborne pathogens. Front. Microbiol. 9:1555. doi: 10.3389/fmicb.2018.01555
Medina, M., and Castillo-Pino, E. (2019). An introduction to the epidemiology and burden of urinary tract infections. Ther. Adv. Urol. 11:1756287219832172. doi: 10.1177/1756287219832172
Merin, D. D., Prakash, S., and Bhimba, B. V. (2010). Antibacterial screening of silver nanoparticles synthesized by marine microalgae. Asian Pac. J. Trop. Med. 3, 797–799. doi: 10.1016/s1995-7645(10)60191-5
Mohan, P. K., Krishna, T. P. A., Thirumurugan, A., Kumar, T. S., and Kumari, B. D. R. (2022). Chemical profiling and in vitro antiurolithiatic activity of Pleurolobus gangeticus (L.) J. St.- Hil. ex H. Ohashi & K. Ohashi along with its antioxidant and antibacterial properties. Appl. Biochem. Biotechnol. 194, 5037–5059. doi: 10.1007/s12010-022-04017-0
Neelamathi, E., and Kannan, R. (2016). Screening and characterization of bioactive compounds of Turbinaria ornata from the Gulf of Mannar, India. Am. Eurasian J. Agric. Environ. Sci. 16, 243–251. doi: 10.5829/idosi.aejaes.2016.16.2.12712
Raj, C. T.D., Palaninathan, V. and James, R. A. (2023). Anti-uropathogenic, antioxidant and struvite crystallization inhibitory potential of fresh and fermented coconut water. Biocatal. Agric. Biotechnol. 47:102555. doi: 10.1016/j.bcab.2022.102555
Raja, S., Ramesh, V., and Thivaharan, V. (2017). Green biosynthesis of silver nanoparticles using Calliandra haematocephala leaf extract, their antibacterial activity and hydrogen peroxide sensing capability. Arab. J. Chem. 10, 253–261. doi: 10.1016/j.arabjc.2015.06.023
Ramkumar, V. S., Pugazhendhi, A., Gopalakrishnan, K., Sivagurunathan, P., Saratale, G. D., Dung, T. N. B., et al. (2017). Biofabrication and characterization of silver nanoparticles using aqueous extract of seaweed Enteromorpha compressa and its biomedical properties. Biotechnol. Rep. 14, 1–7. doi: 10.1016/j.btre.2017.02.001
Remya, R. R., Julius, A., Ramadoss, R., Parthiban, S., Bharath, N., Pavana, B., et al. (2022). Pharmacological activities of natural products from marine seaweed Turbinaria ornata: A review. J. Nanomater. 2022:4784608. doi: 10.1155/2022/4784608
Remya, R. R., Rajasree, S. R. R., Aranganathan, L., Suman, T. Y., and Gayathri, S. (2017). Enhanced cytotoxic activity of AgNPs on retinoblastoma Y79 cell lines synthesised using marine seaweed Turbinaria ornata. IET Nanobiotechnol. 11, 18–23. doi: 10.1049/iet-nbt.2016.0042
Salleh, A., Naomi, R., Utami, N. D., Mohammad, A. W., Mahmoudi, E., Mustafa, N., et al. (2020). The potential of silver nanoparticles for antiviral and antibacterial applications: A mechanism of action. Nanomaterials 10:1566. doi: 10.3390/nano10081566
Salomoni, R., Léo, P., Montemor, A. F., Rinaldi, B. G., and Rodrigues, M. (2017). Antibacterial effect of silver nanoparticles in Pseudomonas aeruginosa. Nanotechnol. Sci. Appl. 10, 115–121. doi: 10.2147/NSA.S133415
Sánchez, S. V., Navarro, N., Catalan-Figueroa, J., and Morales, J. O. (2021). Nanoparticles as potential novel therapies for urinary tract infections. Front. Cell. Infect. Microbiol. 11:656496. doi: 10.3389/fcimb.2021.656496
Senthil, K. A., and Annappan, M. (2013). Antiulcer, wound healing and hepatoprotective activities of the seaweeds Gracilaria crassa, Turbinaria ornata and Laurencia papillosa from the southeast coast of India. Braz. J. Pharm. Sci. 49, 669–678. doi: 10.1590/s1984-82502013000400006
Shaibi, K. M. M., Leeba, B., Jamuna, S., and Babu, R. (2022). Phytochemical analysis, in vitro antioxidant, and wound healing activities of Turbinaria ornata (Turner) J. Agardh from Gulf of Mannar, India. Appl. Biochem. Biotechnol. 194, 395–406. doi: 10.1007/s12010-021-03752-0
Subash, A., Veeraraghavan, G., Sali, V. K., Bhardwaj, M., and Vasanthi, H. R. (2016). Attenuation of inflammation by marine algae Turbinaria ornata in cotton pellet induced granuloma mediated by fucoidan like sulphated polysaccharide. Carbohydr. Polym. 151, 1261–1268. doi: 10.1016/j.carbpol.2016.06.077
Sunny, N. E., Kaviya, A., Saravanan, P., Rajeshkannan, R., Rajasimman, M., and Kumar, S. V. (2022). In vitro and in silico molecular docking analysis of green synthesized tin oxide nanoparticles using brown algae species of Padina gymnospora and Turbinaria ornata. Biomass Convers. Biorefin. doi: 10.1007/s13399-022-03253-y
Tabibian, J. H., Gornbein, J., Heidari, A., Dien, S. L., Lau, V. H., Chahal, P., et al. (2008). Uropathogens and host characteristics. J. Clin. Microbiol. 46, 3980–3986. doi: 10.1128/JCM.00339-08
Unnikrishnan, P. S., Suthindhiran, K., and Jayasri, M. A. (2014). Inhibitory potential of Turbinaria ornata against key metabolic enzymes linked to diabetes. Biomed. Res. Int. 2014:783895. doi: 10.1155/2014/783895
Venkatesan, J., Kim, S. K., and Shim, M. S. (2016). Antimicrobial, antioxidant, and anticancer activities of biosynthesized silver nanoparticles using marine algae Ecklonia cava. Nanomaterials 6:235. doi: 10.3390/nano6120235
Vijayabaskar, P., and Shiyamala, V. (2012). Antioxidant properties of seaweed polyphenol from Turbinaria ornata (Turner) J. Agardh 1848. Asian Pac. J. Trop. Biomed. 1, 90–98.
Wagenlehner, F. M., Lichtenstern, C., Rolfes, C., Mayer, K., Uhle, F., Weidner, W., et al. (2013). Diagnosis and management for urosepsis. Int. J. Urol. 20, 963–970. doi: 10.1111/iju.12200
Ward, F., and Deyab, M. (2016). Evaluation of antibacterial activity of the brown seaweed Turbinaria ornata (Turner) J Agardh from Egypt. J. Coast. Life Med. 4, 603–607. doi: 10.12980/jclm.4.2016J6-129
Zawadzka, K., Kisielewska, A., Piwoñski, I., Kñdzioła, K., Felczak, A., Róñalska, S., et al. (2016). Mechanisms of antibacterial activity and stability of silver nanoparticles grown on magnetron sputtered TiO2 coatings. Bull. Mater. Sci. 39, 57–68. doi: 10.1007/s12034-015-1137-z
Keywords: silver nanoparticles, uropathogens, urinary tract infections, T. ornata, antioxidant, anti-uropathogenic
Citation: Raj CTD, Muthukumar K, Dahms HU, James RA and Kandaswamy S (2023) Structural characterization, antioxidant and anti-uropathogenic potential of biogenic silver nanoparticles using brown seaweed Turbinaria ornata. Front. Microbiol. 14:1072043. doi: 10.3389/fmicb.2023.1072043
Received: 17 October 2022; Accepted: 03 April 2023;
Published: 01 September 2023.
Edited by:
Mariana Carmen Chifiriuc, University of Bucharest, RomaniaReviewed by:
Mubarakali Davoodbasha, B. S. Abdur Rahman Crescent Institute of Science and Technology, IndiaSandip Kumar Chandraker, Government of India, India
Hamed Barabadi, Shahid Beheshti University of Medical Sciences, Iran
Copyright © 2023 Raj, Muthukumar, Dahms, James and Kandaswamy. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Rathinam Arthur James, james@bdu.ac.in; Surabhi Kandaswamy, surabhi.kandaswamy@manchester.ac.uk, surabhi.kandaswamy@gmail.com