Abstract
Zinc oxide (ZnO) nanoparticles were synthesized via an ecofriendly route using Indian Jamun seed aqueous extract. The synthesized ZnO nanoparticles were characterized for their surface properties using characterization techniques such as UV-Visible, FTIR, XRD, SEM, EDX, and TEM. The synthesized ZnO nanoparticles were found to be spherical with a size ≤1 nm, as evidenced from SEM and TEM investigations. The XRD patterns confirm the formation of the wurtzite phase of ZnO nanoparticles. The ZnO nanoparticles were later investigated for their ability to remediate Hg2+ ions from aqueous solutions. Response surface methodology was employed to optimize the independent variables, and optimal results were achieved at pH 6, 45 min of contact time, and an initial concentration of 100 mg·L−1 Hg2+ ions. The applicability of the developed model was supported by a p-value of <0.0001 being significant, and 11 out of 20 runs resulted in above 75% of removal efficiency. The loading capacity of the ZnO nanoparticles was calculated to be 122.7 mg·g−1. The decolourization of methylene blue was achieved successfully with ZnO nanoparticles within 150 min. A moderate antimicrobial activity was exhibited by the ZnO nanoparticles synthesized in this study, with zones of inhibition of 15 and 14 mm for Escherichia coli and Staphylococcus aureus, respectively. The results conclude that the Indian jamun seed extract-mediated ZnO nanoparticles are excellent candidates for the remediation of Hg2+ ion-contaminated water streams.
1 Introduction
Metal oxide nanoparticles have gained significant popularity in all domains of industrial applications. Their ability to exhibit excellent stability under higher pressure and temperature has attracted researchers to synthesize various metal oxide nanoparticles [1]. Zinc oxide (ZnO) nanoparticles have attained significance among the metal oxides due to their versatile applications, ranging from engineering to biology [2]. ZnO nanoparticles are used as sensors [3], photocatalysts [4], adsorbents [2], antimicrobials [5], antifungals [6], anticancers [7] antioxidants [8], and antiparasitic [9] agents. Various methods are in practice for the production of ZnO nanoparticles; however, the green synthesis of ZnO nanoparticles is found to be prolific due to ease and ecofriendliness [10]. Further, the cost of the synthesis is economical with minimal reagents and produces nanoparticles that contain biologically active molecules on its surface that can enhance the biological activities and adsorption process [2,5–8].
Literature reveals the use of several natural plants and fruit waste extracts for the prolific production of ZnO nanoparticles. Extracts of green tea were successfully used for the generation of ZnO nanoparticles, and the synthesized ZnO nanoparticles were successfully evaluated for their ability to sense gases [3]. Origanum majorana was employed for the synthesis of spherically shaped ZnO nanoparticles with negative charge [11]. The as-synthesized nanoparticles exhibited less cytotoxicity against normal cells and anticancer activity. Nauclea latifolia fruit extract was used as a bioreductant and stabilizer for the synthesis of ZnO nanoparticles with a size of 12–17 nm [12]. The ZnO nanoparticles were applied in the adsorption of methyl green from aqueous solutions and were able to achieve 99.9% removal efficiency. Acacia catechu leaf extracts were utilized for the fabrication of ZnO nanoparticles, and ZnO was employed in the removal of arsenic from water [13]. Under optimal conditions, 90% removal efficiency of arsenic was achieved by the ZnO nanoparticles. Rubia cordifolia root extract-mediated synthesis of ZnO nanoparticles was reported, and the sizes of the ZnO nanoparticles were reported to be 17 nm [14]. They were applied in the sono-photocatalytic degradation of rhodamine B dye and assessed for their antibacterial activity. Leaf extracts of Syzygium cumini were employed in the generation of the ZnO nanoparticles, and the spherical nanoparticles were confirmed by the TEM technique [15]. Further, the nanoparticles were successfully employed in the photocatalytic degradation of methylene blue (MB) dye. Literature reveals that the plant and agro-wastes are prolific in the production of ZnO nanoparticles; however, the control of size and shape determines the type of application the ZnO nanoparticles exhibit, and it is essential to design a biological synthesis route toward the size and shape-controlled synthesis. In view of this, efforts were made in this study to explore the unexplored Syzygium cumini fruit seed extract as a potential source for the synthesis of ZnO nanoparticles.
Indian Jamun (Syzygium cumini) tree is native to the Indian subcontinent, and its fruits are consumed for their various medicinal values. The seeds of the jamun fruit are usually discarded as waste; however, the seeds are found to be rich in flavonoids, antioxidants, and proteins in addition to calcium [9,16]. The seeds of the jamun fruit have not been explored for the synthesis of zinc nanoparticles, and the objective of this investigation is to use jamun seed extracts for the synthesis of ZnO nanoparticles. The synthesized ZnO nanoparticles were explored for the adsorption of Hg2+ ions from aqueous solutions. Since Hg2+ ions are toxic and detrimental to aquatic ecosystems [17], they were selected as the target analyte in this study. In addition to the above, the photocatalytic ability of ZnO nanoparticles was explored toward MB cationic dye MB. Unlike other dyes, MB is extensively used in the textile and dyeing industries and is released abundantly into the water streams. Considering the potential impacts of MB, such as carcinogenic and degradation of water quality [18], it was chosen as a target analyte for the degradation studies. Further, the antimicrobial activity of the ZnO nanoparticles was evaluated against two pathogens, Escherichia coli and Staphylococcus aureus, and the results are reported.
2 Materials and methods
2.1 Preparation of jamun seed aqueous extract
The Indian jamun seeds were collected from the local fruit market and washed several times under running tap water. The water-washed seeds were dried in the sunlight for 7 days, and the shells of the seeds were removed. The shells removed seeds were powdered using a conventional mixture, and the powder was stored in air air-tight container for the preparation of aqueous extract. For preparation of the aqueous extract, 2 g of jamun seed powder was added to 100 mL of deionized water and heated at 65°C with constant stirring for 120 min [10]. The yellowish decoction obtained was filtered using Whatman filters, and the fresh aqueous extract was used for the synthesis of ZnO nanoparticles.
2.2 Preparation of ZnO nanoparticles
To prepare the ZnO nanoparticles, first, 0.1 M of zinc acetate solution was prepared, and to the 100 mL of 0.1 M solution, 10 mL of freshly prepared aqueous extract of Indian jamun seeds was added drop by drop with constant stirring. The addition of aqueous extract turned the solution pale yellow, and to this, 0.1 M NaOH was added drop by drop until the pH turned to 10. The mixture was stirred continuously, and the formation of white precipitate was observed. The white precipitate was separated by filtration and dried in an oven at 75°C for 180 min. The dried samples were stored for further characterization and application studies (Scheme 1).

Synthesis of ZnO nanoparticles using jamun seed aqueous extract.
2.3 Characterization techniques
The absorption bands of ZnO nanoparticles were investigated using a UV-visible spectrophotometer (Shimadzu, UV3600 Plus). The surface functional groups of ZnO nanoparticles were studied by FTIR spectroscopy (Shimadzu, IRtracer 100), and the sample was analyzed in ATR mode between 4,000 and 400 cm−1. The diffraction patterns of ZnO nanoparticles were obtained using powder X-ray diffraction (PANalytical, Netherlands). The surface morphology was investigated by scanning electron microscopy (Supra 55 – Carl Zeiss, Germany). The size and shape morphology of ZnO were investigated using a transmission electron microscope (G2-20 Twin, FEI Tecnai) operated at 200 kV. The residual concentration of Hg2+ ions was estimated using an atomic absorption spectrophotometer (AA240, Varian). The hollow cathode lamp was operated at 253.7 nm with acetylene, air, fuel, and oxidant.
2.4 Response surface methodology (RSM)
A popular method that is very commonly used in RSM is the central composite design (CCD). It is used to study how different factors affect metal adsorption. A key benefit of CCD is that it requires fewer experiments compared to other methods while still providing good results. This makes it efficient for fitting data and building models. In this research, a full factorial design with 20 experiments was used. The important factors and their details are provided in Table 1. The software Design Expert 13 was used to create the CCD.
Optimization of independent variables, their levels, and symbols
| Variables | Symbol | Levels | ||
|---|---|---|---|---|
| −1 | 0 | +1 | ||
| pH | A | 4 | 6 | 8 |
| Contact time | B | 30 | 45 | 60 |
| Initial concentration | C | 50 | 100 | 150 |
2.5 Photocatalytic activity
The ability of ZnO nanoparticle synthesis by jamun seed extracts to potentially decolourize the MB cationic dye via photocatalytic activity was investigated. Investigations were performed by the addition of 0.1 g of ZnO nanoparticles to 100 mL of 100 mg·L−1 MB with stirring using a magnetic stirrer. The entire working solution was placed in a photoreactor equipped with a UV light source. Samples were drawn at 10 and 150 min time intervals, and the residual concentration of MB was tested with a UV-visible spectrophotometer. The MB residual concentrations in solution were determined using Eq. (1)
where MB0 is the initial MB concentration and MB t is the final concentration.
2.6 Microbial growth and cultivation methods
Microbial cultures were grown on potato dextrose agar (PDA) plates and kept at 4°C, while the stock cultures were incubated in the dark at 25°C on PDA for 7 days. To prepare the growth medium, 80 g of glucose and 500 mL of fresh potato extract were combined with 3.5 L of distilled water. The potato extract was made by dicing 1 kg of potatoes and boiling them in 2 L of distilled water for 30 min. The medium was then portioned into 350 mL beakers, with each receiving 50 mL, and sterilized by autoclaving at 121°C for 30 min. Fresh microbial samples, grown on PDA plates for 7 days at 28°C, were used to inoculate vials. After a 10-day incubation at 25°C, the cultures were filtered using filter paper to separate the filtrate from the mycelium. The filtrate was mixed with ethyl acetate and shaken at 250 rpm for 20 min at room temperature. The mixture was then filtered, and the extract was concentrated using a rotary evaporator under vacuum at 40°C, producing 2 g of a brown product.
2.7 Antimicrobial assay
The antibacterial activity of the ZnO nanoparticles was evaluated using the standard agar well diffusion method on Mueller–Hinton agar (MHA) medium. MHA plates were prepared by pouring the sterilized medium into sterile Petri dishes under aseptic conditions and allowed to solidify for 1 h at room temperature. Overnight bacterial cultures of E. coli (Gram-negative) and S. aureus (Gram-positive) were adjusted to a concentration of approximately 108 CFU·mL−1 (0.5 McFarland standard) and uniformly spread across the surface of the MHA plates using a sterile cotton swab. Sterile wells of 7–8 mm diameter were carefully punched into the agar using a sterile cork borer. The ZnO nanoparticle suspensions were prepared in sterile distilled water, and 50 µL of the suspension was pipetted into the respective wells. Plates were pre-incubated at room temperature for 30 min to facilitate the diffusion of the test samples into the agar. Subsequently, the plates were incubated at 37°C for 24 h to allow bacterial growth and interaction with the ZnO nanoparticles. Following incubation, zones of inhibition (ZOIs) were measured using a calibrated ruler to assess the antibacterial activity. The ZOI around the wells indicated the efficacy of the ZnO nanoparticles against the test bacterial strains. All experiments were performed in triplicate to ensure reproducibility and statistical significance.
3 Results and discussion
3.1 UV-Visible spectroscopy
The initial confirmation of the formation of ZnO nanoparticles was performed with UV-Visible spectral analysis, and the results are displayed in Figure 1. Peaks between 200 and 300 nm are due to the presence of organic molecules that were capping the ZnO nanoparticles. A maximum absorption peak at 376 nm observed in the spectra confirms the formation of ZnO nanoparticles that arise due to an electron transition from the valence band to the conduction band.

UV-Visible spectra of ZnO nanoparticles synthesized using Indian jamun seed extracts.
The band gap of the ZnO nanoparticles was calculated applying the Tauc’s relation on the absorbance as follows [19]:
where α is the molar extinction coefficient, h is Planck’s constant, v represents the frequency, B is a constant, and n is a factor that depends on the type of electron transition.
A band gap of 3.30 eV was calculated for the ZnO nanoparticles synthesized in this study using the plot of (αhv)2 vs hv as shown in the inset of Figure 1. The high band gap can be effective in photocatalytic applications. This is in good agreement with the literature for the green synthesis of ZnO nanoparticles using natural plant extracts [20,21].
3.2 FTIR spectroscopy
The ZnO nanoparticles were subjected to FTIR spectroscopy and displayed several absorption bands corresponding to various functional groups (Figure 2). The strong and broad absorption intensity at 3,094 cm−1 corresponds to the stretching vibrations of the −OH groups of bioactive molecules such as alcohols and phenols from the seed aqueous extract [22]. The bands at 2,117 and 2,004 cm−1 correspond to the stretching vibrations of nitriles and cumulative double bonds of the metal carbonyl complex. A peak at 1,537 cm−1 is due to the stretching vibrations of C═C groups. The bands between 1,321 and 1,012 cm−1 correspond to the complementary stretching bands of the C−O groups of biomolecules [23]. The bands between 740 and 605 cm−1 are overtones of nitrile vibrations. A peak at 445 cm−1 confirms the presence of ZnO that are attributed to the Zn−O bond vibrations [24]. The presence of functional groups in the FTIR spectra confirms that the biomolecules of the jamun seed extract stabilized the ZnO nanoparticles.

FTIR spectra of ZnO nanoparticles synthesized using Indian jamun seed extract.
3.3 XRD
The diffraction patterns of ZnO nanoparticles were recorded with the XRD technique, and the results are presented in Figure 3. The XRD patterns displayed well-crystalline ZnO peaks, corresponding to the hexagonal wurtzite structure. The presence of crystalline peaks at the (100), (002), (101), (102), (110), (103), and (112) planes reveals the hcp wurtzite structure and matches the JCPDS file no. 036-1451. Similar patterns were obtained for the ZnO nanoparticles synthesized using the stem extract of Swertia chirayita [25]. The sharp and well-defined peaks in the X-ray diffraction pattern show that the sample is very pure and has a highly ordered crystal structure. The broadening of the peaks and Scherrer’s equation are used to estimate the average size of the tiny crystal domains within the material [26]. The Scherrer equation is expressed as follows:

Patterns of X-ray diffraction obtained for the ZnO nanoparticles synthesized using jamun seed extract.
The crystal sizes of the ZnO nanoparticles synthesized using jamun seed extracts were estimated to be in the range of 5–22 nm under our experimental conditions.
3.4 Morphology investigations
The ZnO nanoparticles were investigated using a scanning electron microscope for surface morphology, and the results are depicted in Figure 4. The images revealed the nanosized ZnO particles that are uniformly distributed without any agglomerations. Further, the shapes were found to be spherical, which are distinctly visible in the images. The shape and size of the ZnO nanoparticles were visualized with a transmission electron microscope, and the images are represented in Figure 5. The images revealed the distinct spherical nanoparticles with a size <5 nm. The ZnO nanoparticles were uniformly distributed without agglomeration. The histogram obtained from the TEM image depicts the particle sizes being ≤1, suggesting the formation of ZnO nanoclusters and sub-nanoclusters (Figure 6b). A single major peak at 1 nm suggests the dominance of the nanocluster formation. Similar observations were reported for the synthesis of ZnO nanoparticles using Aspalathus linearis extract [27]. Energy dispersive X-ray was employed to profile the elements of the ZnO nanoparticles, and the EDX pattern is displayed in Figure 6a. It is clearly visible that the patterns depict only peaks of Zn and O atoms, and this confirms the absence of other elements and highlights the purity of the ZnO nanoparticles.

SEM images of ZnO nanoparticles synthesized using jamun seed extract.

TEM images of ZnO nanoparticles synthesized using jamun seed extract.

(a) EDX pattern of ZnO nanoparticles synthesized using jamun seed extract and (b) histogram obtained from the TEM image.
3.5 Point zero charge (PZC) of the ZnO nanoparticles
The PZC of ZnO nanoparticles was determined by the addition of ZnO nanoparticles to a series of solutions with varying pH from 2 to 10. The mixture was agitated for 12 h in an orbital shaker at 30°C and the solution pH was measured. A plot of pH vs ∆pH (pHinitial – pHfinal) was plotted to determine the pHpzc of the ZnO nanoparticles, as shown in Figure 7. It was observed that the pHpzc of the ZnO nanoparticles was found to be around pH 5.7. The surface charge of the ZnO nanoparticles above the PZC will be negative, and it can attract the positively charged Hg2+ ions for binding onto the surface.

Plot determining the pHpzc of the ZnO nanoparticles.
3.6 RSM-based optimization
To optimize the removal of Hg2+ ions by ZnO nanoparticles, a CCD was employed. Three independent variables, pH, contact time, and initial Hg2+ concentration, were chosen for investigation. The CCD comprised 20 runs, incorporating 6 axial and central points, along with 8 cubic points positioned within the design space. Tables 2 and 3 present the predicted and experimental design matrices, along with the analysis of variance (ANOVA) for this Hg2+ removal process. Design Expert 13 software was used to establish a quadratic model, resulting in a second-order polynomial equation (Eq. (4)) that expresses the relationship between these factors and Hg2+ removal efficiency:
CCD runs and comparison of experimental and predicted values for the removal of Hg2+ ions by ZnO nanoparticles
| Factor 1 | Factor 2 | Factor 3 | Removal (%) | |||
|---|---|---|---|---|---|---|
| Std | Run | A: pH | B: Contact time (min) | C: Initial concentration (mg·L−1) | Experimental | Predicted |
| 17 | 1 | 6 | 45 | 100 | 81.2 | 81.32 |
| 2 | 2 | 8 | 30 | 50 | 77.6 | 75.75 |
| 13 | 3 | 6 | 45 | 15 | 91.3 | 89.93 |
| 4 | 4 | 8 | 60 | 50 | 72.1 | 78.37 |
| 6 | 5 | 8 | 30 | 150 | 42.3 | 48.68 |
| 11 | 6 | 6 | 20 | 100 | 59.5 | 57.94 |
| 18 | 7 | 6 | 45 | 100 | 81.3 | 81.32 |
| 1 | 8 | 4 | 30 | 50 | 30.8 | 35.00 |
| 15 | 9 | 6 | 45 | 100 | 81.3 | 81.32 |
| 5 | 10 | 4 | 30 | 150 | 36.4 | 30.79 |
| 20 | 11 | 6 | 45 | 100 | 81.2 | 81.32 |
| 10 | 12 | 9 | 45 | 100 | 51.3 | 46.76 |
| 16 | 13 | 6 | 45 | 100 | 81.3 | 81.32 |
| 14 | 14 | 6 | 45 | 180 | 81.2 | 81.71 |
| 9 | 15 | 3 | 45 | 100 | 9.5 | 12.87 |
| 19 | 16 | 6 | 45 | 100 | 81.3 | 81.32 |
| 3 | 17 | 4 | 60 | 50 | 56.8 | 51.07 |
| 8 | 18 | 8 | 60 | 150 | 76.8 | 73.26 |
| 7 | 19 | 4 | 60 | 150 | 66.3 | 68.81 |
| 12 | 20 | 6 | 70 | 100 | 91.2 | 91.81 |
ANOVA of Hg2+ ions removal by jamun seed extract-mediated ZnO nanoparticles
| Source | Sum of squares | df | Mean square | F-value | p-value |
|---|---|---|---|---|---|
| Model | 9178.31 | 9 | 1019.81 | 46.10 | <0.0001 |
| A: pH | 1595.00 | 1 | 1595.00 | 72.11 | <0.0001 |
| B: Contact time | 1399.46 | 1 | 1399.46 | 63.27 | <0.0001 |
| C: Initial concentration | 72.82 | 1 | 72.82 | 3.29 | 0.0997 |
| AB | 90.45 | 1 | 90.45 | 4.09 | 0.0707 |
| AC | 261.06 | 1 | 261.06 | 11.80 | 0.0064 |
| BC | 240.90 | 1 | 240.90 | 10.89 | 0.0080 |
| A2 | 5388.95 | 1 | 5388.95 | 243.62 | <0.0001 |
| B2 | 76.14 | 1 | 76.14 | 3.44 | 0.0932 |
| C2 | 35.48 | 1 | 35.48 | 1.60 | 0.2340 |
| Residual | 221.20 | 10 | 22.12 | ||
| Lack of fit | 221.19 | 5 | 44.24 | 3.87 | 0.5633 |
| Pure error | 0.0133 | 5 | 0.0027 | ||
| Cor total | 9399.51 | 19 | |||
| R 2 | 0.9765 | Predicted R 2 | 0.7824 | ||
| Adjusted R 2 | 0.9553 | Adeq precision | 23.7367 | ||
The strengths of each factor (pH, contact time, concentration) on Hg2+ removal by ZnO nanoparticles can be determined by the coefficients in the quadratic equation (Eq. (2)). Positive coefficients mean a higher factor level and lead to better removal, while negative coefficients indicate the opposite [28]. The equation also considers interactions between factors (two-factor terms) and how these interactions affect removal efficiency (curvature terms). The good agreement between predicted and experimental results (Table 2) validates the chosen model and suggests that the experiments achieved improved Hg2+ removal.
The ANOVA in Table 3 confirms the strength of the model for predicting Hg2+ removal by ZnO nanoparticles. An incredibly small p-value (<0.0001) indicates statistical significance, meaning that the model is unlikely due to random chance. High F-value (46.10) further supports the model’s reliability. Larger F-values indicate a lower probability (0.01%) that the results occurred by chance [29]. Additionally, a lack-of-fit F-value greater than 0.1 suggests the absence of unexplained variations in this model. To ensure accuracy, it was examined how well the predicted values matched the actual results. Figure 8d displays this analysis, with points scattered randomly along a straight line. This indicates a normal data distribution without any significant deviations. This eliminates the need for data transformation and confirms the model’s validity. Finally, correlation coefficients close to 1 (0.976) and high adjusted and predicted R-squared values (0.955 and 0.782, respectively) further support the model’s applicability. An adequate precision value of 23.7 signifies that the model has strong signals for accurate predictions.

3D surface plots for the removal of Hg2+ ions by ZnO nanoparticles: (a) pH vs contact time, (b) pH vs initial concentration, (c) contact time vs initial concentration, and (d) predicted vs actual plot.
The visualization of independent variables interacting with each other and their effect on the elimination of Hg2+ ions by ZnO nanoparticles was obtained by 3D surface plots. The surface 3D plots obtained in this study, which provide crucial information, are presented in Figure 8. The interaction of independent variables pH and contact time and their effect on the elimination of Hg2+ ions is depicted in Figure 8a. It can be seen that with increasing pH and contact time, the removal efficiency increased and was found to be maximum at pH 6; this was supported by the pHpzc being at pH 5.7. Further increase in the pH beyond 6 reduces the removal efficiency even at higher contact times, and this is due to the formation of several precipitating hydroxides. At low pH, the hydronium ions exhibit competitive adsorption for the surface-active sites, and thus, the removal efficiency is low. With a further increase in pH, the competitive adsorption exhibited by hydronium ions declines, and Hg2+ ion adsorption improves. The increase in removal efficiency with an increase in contact time is due to the availability of time for the Hg2+ ions to interact with the surface of the ZnO nanoparticles. The 3D surface plot depicts that both pH and contact time influence the % removal. The interaction of independent variables, pH and initial concentration, and their effect is depicted in Figure 8b. The efficiency of removal is found to increase up to 100 mg·L−1 of initial concentration and decreases with further increase in the initial concentration at optimal pH 6. With an increase in the initial concentration, the availability of the surface active sites on ZnO nanoparticles disappears due to occupancy, and thus the % removal declines. In the case of initial concentration and contact time, the synergistic influence of the independent variables on the removal percentage of Hg2+ ions is shown in Figure 8c. It was observed that with an increase in the contact time, the removal efficiency increases, and with increasing initial concentration, the efficiency decreases.
A 3D visualization of three independent variables and their % removal at minimum and maximum points is shown in Figure 9a, and a histogram of removal efficiency percentage for 20 runs is depicted in Figure 9b. It is seen that the frequency of % removal being greater than 75% is high compared to lower values. This indicates that the optimal values of independent variables, pH 6, contact time of 45 min, and initial concentration of 100 mg·L−1, cause maximum removal of Hg2+ ions from aqueous solution by ZnO nanoparticles. The loading capacity of the ZnO nanoparticles was found to be 122.7 mg·g−1 toward Hg2+ ions. The higher loading observed in this study is due to the nanoclusters of ZnO nanoparticles providing a higher surface area for enhanced adsorption of Hg2+ ions.

(a) Percentage removal at minimum and maximum points of independent variables and (b) histogram of frequency of percentage removal for the removal of Hg2+ ions by ZnO nanoparticles.
3.7 Photocatalytic analysis
Figure 10 shows how a solution of MB loses its color over time when treated with ZnO nanoparticles made from jamun seed extract. The MB solution has a peak intensity at 665 nm, which weakens as time progresses. This weakening intensity reflects a decrease in MB concentration. In fact, the intensity at 665 nm nearly vanishes after 150 min. This disappearance indicates that the ZnO nanoparticles have decolorized MB, achieving a degradation efficiency of 98%. The ZnO nanoparticles’ effectiveness in this photocatalytic process stems from two key properties: their large surface area due to small particle size nanoclusters, as evidenced in the TEM histogram, and their wide band gap that allows them to absorb a broader range of wavelengths [30]. Additionally, as previously established, ZnO nanoparticles can effectively adsorb cations onto their surface. In this case, the adsorption of MB cations by the ZnO nanoparticles facilitates their degradation. A more detailed explanation of this degradation mechanism is shown in Figure 11. A comparative table of photocatalytic activity of ZnO nanoparticles with other photocatalysts is summarized in Table 4, and it is noticed that the degradation efficiency is high compared to several other photocatalysts reported in the literature.

Photocatalytic decolourization of MB by ZnO nanoparticles synthesized using jamun seed extract.

Mechanism of ZnO nanoparticles synthesized using jamun seed extract decolourizing MB ions.
Photocatalytic activity comparison for the degradation of MB
| S. no. | Catalyst | % Degradation | Time (min) | References |
|---|---|---|---|---|
| 1 | Ag nanoparticles | 90 | 105 | [31] |
| 2 | CuO nanostructures | 83.5 | 120 | [32] |
| 3 | Ni-doped CdS | 91.3 | 240 | [33] |
| 4 | Carbon-doped TiO2 | 53 | 90 | [34] |
| 5 | Nb-doped Fe2O3 | 87 | 120 | [35] |
| 6 | ZnO nanoparticles | 98 | 150 | This study |
3.8 Antimicrobial activity
The antimicrobial assay of ZnO nanoparticles synthesized using jamun seeds extract was tested against E. coli and S. aureus, and the results are presented in Table 5. The results displayed that the ZnO nanoparticles exhibit moderate antimicrobial activity against E. coli and S. aureus, respectively, compared to the standard streptomycin. The moderate activity exhibited by ZnO nanoparticles against both the species is due to the interaction of nanoparticles with the cell membranes of microbes, and thus disrupting the membranes, resulting in the leak of contents. In general, ZnO nanoparticles are known to be potential antimicrobial agents; however, in this study, it is found to be moderate, and this is due to the capping agents from jamun seeds hindering the interaction with the cell membranes of the microbial species. As a result, cell disruptions are not extensive, resulting in the moderate antimicrobial activity [36]. The antimicrobial activity of ZnO nanoparticles synthesized using Jamun seed extract is driven by various mechanisms. Nanoparticles physically damage bacterial membranes due to their nanoscale size and high surface energy, leading to the leakage of cellular contents and compromised membrane integrity. Second, ZnO nanoparticles generate reactive oxygen species such as hydroxyl radicals (˙OH) and superoxide anions (
Antimicrobial activity ZOI of species against ZnO nanoparticles
| Species | ZOI (mm) |
|---|---|
| E. coli | 15 |
| S. aureus | 14 |
| Streptomycin disc | 21 |
4 Conclusion
The use of jamun seed extract for the successful synthesis of ZnO nanoparticles was demonstrated in this study. The synthesized ZnO nanoparticles were spherically shaped with a size ≤1 nm, and the wurtzite structure was confirmed using analytical techniques. The elemental analysis confirmed the purity of the formed ZnO nanoparticles, and optical investigations confirmed a 3.3 eV band gap. The adsorption experiments designed using RSM proved to be prolific for the removal of Hg2+ ions by ZnO nanoparticles. The significance of the developed model is well supported by the p-value <0.001 and higher F-value, and the predicted values coincide with the experimental values. In addition, 11 out of 20 runs exhibited greater than 75% of removal efficiency. The loading capacity was calculated to be 122.7 mg·g−1 under optimal conditions for Hg2+ ions by ZnO nanoparticles, which is noted to be competitive compared to various adsorbents. Further, the decolourization of MB was tested and evaluated with ZnO nanoparticles, and 98% of degradation efficiency was achieved within 150 min. The ZnO nanoparticles were moderately disrupting the cell membranes of E. coli and S. aureus with ZOI of 15 and 14 mm, thus exhibiting moderate antimicrobial activity. However, the standard disc exhibited higher inhibition, and further experiments are in progress to enhance the antimicrobial activity. The results project the ability of ZnO nanoparticles synthesized using Indian jamun seed extract to effectively adsorb Hg2+ ions and efficiently degrade MB from aqueous solution and further disrupt microbes’ cell membranes.
Acknowledgments
The authors acknowledge and extend their appreciation to the Ongoing Research Funding Program (ORF-2025-739), King Saud University, Riyadh, Saudi Arabia, for funding this study. For the purpose of open access, the author has applied a Creative Commons Attribution (CC-BY) license to any Author Accepted Manuscript version of this paper arising from this submission.
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Funding information: This study was funded by the Ongoing Research Funding Program (ORF-2025-739), King Saud University, Riyadh,Saudi Arabia.
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Author contributions: MSA: investigation and data analysis; RS: conceptualization, project management, and formal analysis; MS: investigation and manuscript writing; RHA: investigation, software, and manuscript writing; AM: data analysis and resource management; RL: conceptualization, manuscript editing, and critical revision; and MG: manuscript review and editing and critical revision. All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Conflict of interest: The authors state no conflict of interest.
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Data availability statement: All data generated or analyzed during this study are included in this published article.
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Articles in the same Issue
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- Analyzing the compressive strength, eco-strength, and cost–strength ratio of agro-waste-derived concrete using advanced machine learning methods
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- Eco-friendly utilisation of agricultural waste: Assessing mixture performance and physical properties of asphalt modified with peanut husk ash using response surface methodology
- Benefits and limitations of N2 addition with Ar as shielding gas on microstructure change and their effect on hardness and corrosion resistance of duplex stainless steel weldments
- Effect of selective laser sintering processing parameters on the mechanical properties of peanut shell powder/polyether sulfone composite
- Impact and mechanism of improving the UV aging resistance performance of modified asphalt binder
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- Investigating the sulfonated ZnO–PVA membrane for improved MFC performance
- Strontium coupling with sulphur in mouse bone apatites
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- Research on assembly stress and deformation of thin-walled composite material power cabin fairings
- Effect of volcanic pumice powder on the properties of fiber-reinforced cement mortars in aggressive environments
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Articles in the same Issue
- Review Articles
- Utilization of steel slag in concrete: A review on durability and microstructure analysis
- Technical development of modified emulsion asphalt: A review on the preparation, performance, and applications
- Recent developments in ultrasonic welding of similar and dissimilar joints of carbon fiber reinforcement thermoplastics with and without interlayer: A state-of-the-art review
- Unveiling the crucial factors and coating mitigation of solid particle erosion in steam turbine blade failures: A review
- From magnesium oxide, magnesium oxide concrete to magnesium oxide concrete dams
- Properties and potential applications of polymer composites containing secondary fillers
- A scientometric review on the utilization of copper slag as a substitute constituent of ordinary Portland cement concrete
- Advancement of additive manufacturing technology in the development of personalized in vivo and in vitro prosthetic implants
- Recent advance of MOFs in Fenton-like reaction
- A review of defect formation, detection, and effect on mechanical properties of three-dimensional braided composites
- Non-conventional approaches to producing biochars for environmental and energy applications
- Review of the development and application of aluminum alloys in the nuclear industry
- Advances in the development and characterization of combustible cartridge cases and propellants: Preparation, performance, and future prospects
- Recent trends in rubberized and non-rubberized ultra-high performance geopolymer concrete for sustainable construction: A review
- Cement-based materials for radiative cooling: Potential, material and structural design, and future prospects
- A comprehensive review: The impact of recycling polypropylene fiber on lightweight concrete performance
- A comprehensive review of preheating temperature effects on reclaimed asphalt pavement in the hot center plant recycling
- Exploring the potential applications of semi-flexible pavement: A comprehensive review
- A critical review of alkali-activated metakaolin/blast furnace slag-based cementitious materials: Reaction evolution and mechanism
- Dispersibility of graphene-family materials and their impact on the properties of cement-based materials: Application challenges and prospects
- Research progress on rubidium and cesium separation and extraction
- A step towards sustainable concrete with the utilization of M-sand in concrete production: A review
- Studying the effect of nanofillers in civil applications: A review
- Studies on the anticorrosive effect of phytochemicals on mild steel, carbon steel, and stainless-steel surfaces in acid and alkali medium: A review
- Nanotechnology for calcium aluminate cement: thematic analysis
- Towards sustainable concrete pavements: a critical review on fly ash as a supplementary cementitious material
- Optimizing rice husk ash for ultra-high-performance concrete: a comprehensive review of mechanical properties, durability, and environmental benefits
- Research Articles
- Investigation of the corrosion performance of HVOF-sprayed WC-CoCr coatings applied on offshore hydraulic equipment
- A systematic review of metakaolin-based alkali-activated and geopolymer concrete: A step toward green concrete
- Evaluation of color matching of three single-shade composites employing simulated 3D printed cavities with different thicknesses using CIELAB and CIEDE2000 color difference formulae
- Novel approaches in prediction of tensile strain capacity of engineered cementitious composites using interpretable approaches
- Effect of TiB2 particles on the compressive, hardness, and water absorption responses of Kulkual fiber-reinforced epoxy composites
- Analyzing the compressive strength, eco-strength, and cost–strength ratio of agro-waste-derived concrete using advanced machine learning methods
- Tensile behavior evaluation of two-stage concrete using an innovative model optimization approach
- Tailoring the mechanical and degradation properties of 3DP PLA/PCL scaffolds for biomedical applications
- Optimizing compressive strength prediction in glass powder-modified concrete: A comprehensive study on silicon dioxide and calcium oxide influence across varied sample dimensions and strength ranges
- Experimental study on solid particle erosion of protective aircraft coatings at different impact angles
- Compatibility between polyurea resin modifier and asphalt binder based on segregation and rheological parameters
- Fe-containing nominal wollastonite (CaSiO3)–Na2O glass-ceramic: Characterization and biocompatibility
- Relevance of pore network connectivity in tannin-derived carbons for rapid detection of BTEX traces in indoor air
- A life cycle and environmental impact analysis of sustainable concrete incorporating date palm ash and eggshell powder as supplementary cementitious materials
- Eco-friendly utilisation of agricultural waste: Assessing mixture performance and physical properties of asphalt modified with peanut husk ash using response surface methodology
- Benefits and limitations of N2 addition with Ar as shielding gas on microstructure change and their effect on hardness and corrosion resistance of duplex stainless steel weldments
- Effect of selective laser sintering processing parameters on the mechanical properties of peanut shell powder/polyether sulfone composite
- Impact and mechanism of improving the UV aging resistance performance of modified asphalt binder
- AI-based prediction for the strength, cost, and sustainability of eggshell and date palm ash-blended concrete
- Investigating the sulfonated ZnO–PVA membrane for improved MFC performance
- Strontium coupling with sulphur in mouse bone apatites
- Transforming waste into value: Advancing sustainable construction materials with treated plastic waste and foundry sand in lightweight foamed concrete for a greener future
- Evaluating the use of recycled sawdust in porous foam mortar for improved performance
- Improvement and predictive modeling of the mechanical performance of waste fire clay blended concrete
- Polyvinyl alcohol/alginate/gelatin hydrogel-based CaSiO3 designed for accelerating wound healing
- Research on assembly stress and deformation of thin-walled composite material power cabin fairings
- Effect of volcanic pumice powder on the properties of fiber-reinforced cement mortars in aggressive environments
- Analyzing the compressive performance of lightweight foamcrete and parameter interdependencies using machine intelligence strategies
- Selected materials techniques for evaluation of attributes of sourdough bread with Kombucha SCOBY
- Establishing strength prediction models for low-carbon rubberized cementitious mortar using advanced AI tools
- Investigating the strength performance of 3D printed fiber-reinforced concrete using applicable predictive models
- An eco-friendly synthesis of ZnO nanoparticles with jamun seed extract and their multi-applications
- The application of convolutional neural networks, LF-NMR, and texture for microparticle analysis in assessing the quality of fruit powders: Case study – blackcurrant powders
- Study of feasibility of using copper mining tailings in mortar production
- Shear and flexural performance of reinforced concrete beams with recycled concrete aggregates
- Advancing GGBS geopolymer concrete with nano-alumina: A study on strength and durability in aggressive environments
- Leveraging waste-based additives and machine learning for sustainable mortar development in construction
- Study on the modification effects and mechanisms of organic–inorganic composite anti-aging agents on asphalt across multiple scales
- Morphological and microstructural analysis of sustainable concrete with crumb rubber and SCMs
- Structural, physical, and luminescence properties of sodium–aluminum–zinc borophosphate glass embedded with Nd3+ ions for optical applications
- Eco-friendly waste plastic-based mortar incorporating industrial waste powders: Interpretable models for flexural strength
- Bioactive potential of marine Aspergillus niger AMG31: Metabolite profiling and green synthesis of copper/zinc oxide nanocomposites – An insight into biomedical applications
- Preparation of geopolymer cementitious materials by combining industrial waste and municipal dewatering sludge: Stabilization, microscopic analysis and water seepage
- Seismic behavior and shear capacity calculation of a new type of self-centering steel-concrete composite joint
- Sustainable utilization of aluminum waste in geopolymer concrete: Influence of alkaline activation on microstructure and mechanical properties
- Optimization of oil palm boiler ash waste and zinc oxide as antibacterial fabric coating
- Tailoring ZX30 alloy’s microstructural evolution, electrochemical and mechanical behavior via ECAP processing parameters
- Comparative study on the effect of natural and synthetic fibers on the production of sustainable concrete
- Microemulsion synthesis of zinc-containing mesoporous bioactive silicate glass nanoparticles: In vitro bioactivity and drug release studies
- On the interaction of shear bands with nanoparticles in ZrCu-based metallic glass: In situ TEM investigation
- Developing low carbon molybdenum tailing self-consolidating concrete: Workability, shrinkage, strength, and pore structure
- Experimental and computational analyses of eco-friendly concrete using recycled crushed brick
- High-performance WC–Co coatings via HVOF: Mechanical properties of steel surfaces
- Mechanical properties and fatigue analysis of rubber concrete under uniaxial compression modified by a combination of mineral admixture
- Experimental study of flexural performance of solid wood beams strengthened with CFRP fibers
- Eco-friendly green synthesis of silver nanoparticles with Syzygium aromaticum extract: characterization and evaluation against Schistosoma haematobium
- Predictive modeling assessment of advanced concrete materials incorporating plastic waste as sand replacement
- Self-compacting mortar overlays using expanded polystyrene beads for thermal performance and energy efficiency in buildings
- Enhancing frost resistance of alkali-activated slag concrete using surfactants: sodium dodecyl sulfate, sodium abietate, and triterpenoid saponins
- Equation-driven strength prediction of GGBS concrete: a symbolic machine learning approach for sustainable development
- Empowering 3D printed concrete: discovering the impact of steel fiber reinforcement on mechanical performance
- Advanced hybrid machine learning models for estimating chloride penetration resistance of concrete structures for durability assessment: optimization and hyperparameter tuning
- Influence of diamine structure on the properties of colorless and transparent polyimides
- Post-heating strength prediction in concrete with Wadi Gyada Alkharj fine aggregate using thermal conductivity and ultrasonic pulse velocity
- Experimental and RSM-based optimization of sustainable concrete properties using glass powder and rubber fine aggregates as partial replacements
- Special Issue on Recent Advancement in Low-carbon Cement-based Materials - Part II
- Investigating the effect of locally available volcanic ash on mechanical and microstructure properties of concrete
- Flexural performance evaluation using computational tools for plastic-derived mortar modified with blends of industrial waste powders
- Foamed geopolymers as low carbon materials for fire-resistant and lightweight applications in construction: A review
- Autogenous shrinkage of cementitious composites incorporating red mud
- Mechanical, durability, and microstructure analysis of concrete made with metakaolin and copper slag for sustainable construction
- Special Issue on AI-Driven Advances for Nano-Enhanced Sustainable Construction Materials
- Advanced explainable models for strength evaluation of self-compacting concrete modified with supplementary glass and marble powders
- Analyzing the viability of agro-waste for sustainable concrete: Expression-based formulation and validation of predictive models for strength performance
- Special Issue on Advanced Materials for Energy Storage and Conversion
- Innovative optimization of seashell ash-based lightweight foamed concrete: Enhancing physicomechanical properties through ANN-GA hybrid approach
- Production of novel reinforcing rods of waste polyester, polypropylene, and cotton as alternatives to reinforcement steel rods