Airborne Microbial Concentration: The culture plates exhibit varying degrees of microbial colony formation, indicating the presence and proliferation of bacteria and fungi on the particulate matter (PM) samples. The bacterial colonies, visible as small, round spots differing in color and size, suggest the presence of different bacterial species. The fungal colonies appear larger, multi-colored, and exhibit various textures and growth patterns, reflecting a more diverse fungal growth compared to bacterial growth. Figure 1 shows particulate matter concentrations in the study varied significantly, with PM10 levels ranging from 190.6 µg m-3 to 330.4 µg m-3 and PM2.5 levels ranging from 139.1 µg m-3 to 249.2 µg m-3. Correspondingly, Bacterial concentrations were observed to range from 850 CFU m-3 to 2285.3 CFU m-3 in PM10 and from 757.5 CFU m-3 to 1999.6 CFU m-3 in PM2.5. Fungal concentrations exhibited a similar pattern, with values ranging from 100.1 CFU m-3 to 325 CFU m-3 in PM10 and from 35.6 CFU m-3 to 135 CFU m-3 in PM2.5. A higher microbial load associated with larger particulate matter (PM10) compared to finer particles (PM2.5), highlighting the significant role of particulate matter size in influencing microbial proliferation in ambient aerosols. Boreson et al. (2004) and Alghamdi et al. (2014) demonstrated that PM10 had a higher microbial density than PM2.5. Raghav et al. (2020) later found that the bacterial concentration in PM10 averaged 405.1 CFU m-3, while in PM2.5 it averaged 364.9 CFU m-3. Additionally, the mean fungal concentration in PM10 was 136.5 CFU m-³, and 20.3 CFU m-³ in PM2.5.
Characterization of Microbial Growth: The characterization of microbial growth on particulate matter (PM) involves microscopic and field emission scanning electron microscope (FESEM) analyses to identify and understand the morphology and diversity of microbial communities (Figure 2). The analysis reveals various pathogenic and non-pathogenic microorganisms, indicating significant health implications for humans exposed to these particles.
The microscopic analysis of particulate matter revealed a diverse array of microbial components. Diplo-Coccus pneumonia appears as spherical bacteria occurring in pairs, typically round and about 0.5-1.25 µm in diameter, known to cause respiratory infections such as pneumonia, transmitted through respiratory droplets from infected individuals as showed in fig. 2a and these properties of Diplo-Coccus was also reported by previous studies (Kadioglu et al., 2008; Leo et al., 2016). Diplo-coccus pneumoniae, commonly known as pneumococcus, is a Gram-positive, alpha-hemolytic, aerobic, encapsulated diplococcus. It typically appears as lancet-shaped pairs of spherical bacteria, each measuring approximately 0.5 to 1.25 micrometers in diameter, as illustrated in Fig. 2a. These characteristics of Diplococcus pneumoniae have been previously documented in studies by Kadioglu et al. (2008) and Leo et al. (2016). This bacterium is a significant human pathogen, primarily transmitted through respiratory droplets from infected individuals, and is responsible for various infections, including pneumonia, otitis media, and meningitis. The bacterium Brucella, a tiny, rod-shaped microorganism with dimensions of 0.5-0.7 µm in width and 0.6-1.5 µm in length, is responsible for causing brucellosis, a zoonotic disease that can be transmitted to humans through exposure to infected animals or by consuming contaminated animal-derived food products. This infection manifests with symptoms such as fever, sweats, and muscle pain (Pappas et al., 2006), as shown in Fig. 2b. Aspergillus, a genus of mold distinguished by its conidiophores and spores of varying sizes, is commonly found in decaying organic matter. It can cause respiratory problems, including allergic reactions and lung infections, especially in immunocompromised individuals, as also reported by Shah and Punjabi (2014), as shown in Figure 2c. Aspergillus fumigatus, a specific species within the Aspergillus genus, produces small conidia measuring approximately 2-3 µm in diameter, as shown in Fig. 2d, commonly found in soil and decaying organic material, it can cause invasive aspergillosis, particularly in individuals with weakened immune systems (Latgé, 1999). Bacillus, as shown in Figure 2e, is a rod-shaped, Gram-positive bacterium typically measuring 0.5-2.5 µm in diameter. Ubiquitous in soil and water, some Bacillus species are pathogenic to humans, causing food poisoning and other infections, as also studied by Mayer & Kronstad (2017) and Aljaafari et al. (2020). Lastly, Paramecium, as shown in Figure 2f, is a unicellular ciliate characterized by its oval, elongated shape, typically measuring 50-300 µm in length. Found in freshwater environments, it feeds on bacteria and algae. While Paramecium is not pathogenic to humans, it is widely used in research due to its biological significance (Görtz, 1988). These microorganisms, found on particulate matter, highlight the significant health risks posed by airborne pathogens in ambient environments.
FESEM Analysis
The characterization of microbial components using Field Emission Scanning Electron Microscopy (FESEM) revealed a variety of bacteria and fungi present in particulate matter samples, highlighting the potential health risks posed by these airborne pathogens. The images include a range of microorganisms, each with distinct morphological characteristics and environmental origins.
The Died Bacteria images (Fig. 2I) depict bacterial cells that have lost viability, often due to environmental stress or antimicrobial treatment. Although these bacteria are non-viable, they can still elicit immune responses and cause inflammation in humans. Aspergillus flavus (Fig. 2 II), known for producing aflatoxins, is a potent carcinogen. This species is characterized by conidiophores and conidia typically 2-4 µm in diameter and is commonly found in soil, decaying vegetation, and stored grains (Klich, 2002). Coccus bacteria (Fig. 2 III), which are spherical and about 0.5-1.25 µm in diameter, are prevalent in various environments, including human skin and the respiratory tract. Pathogenic species such as Staphylococcus and Streptococcus can cause infections in humans (Zondervan et al., 2021). In the fungal category, Aspergillus Germ Tubes are observed as early-stage fungal growth characterized by tube-like structures (Fig. 2 V). These germ tubes, varying in length, can be found in soil and decaying vegetation and can cause aspergillosis in immunocompromised individuals (Latgé, 1999). Rod-shaped Bacteria images (Fig. 2 VI) show bacteria typically 0.5-2.5 µm in diameter, found in soil, water, and human microbiota. These include both pathogenic and non-pathogenic species (Madigan et al., 2006). Vaccinia virus (Fig. 2 VII), used in the smallpox vaccine, is characterized by its complex, brick-shaped structure approximately 300 nm in diameter, providing immunity against smallpox through vaccination (Fenner, 1993). The Bacterial Type images display a variety of bacteria, including both pathogenic and non-pathogenic species commonly found in environmental samples such as air, water, and soil. The presence of Smut Spores (Fig. 2 VIII), which are fungal spores from smut fungi, is notable. These spores are typically spherical to oval and around 5-10 µm in size, and they can cause respiratory issues in humans as well as significant damage to agricultural crops like corn and wheat (Agrios, 2005).
Slime Spores (Fig. 2 IX) produced by slime molds are generally spherical and about 10-20 µm in size. These spores are found in moist, decaying organic matter and are not pathogenic to humans (Stephenson & Stempen, 1994). Curvularia lunata Spores (Fig. 2 XI), crescent-shaped and about 10-20 µm in size, are found in soil and decaying plant material. This fungus is associated with plant diseases and can cause mycoses in immunocompromised individuals (Ellis, 1971). Finally, the Fluffy Surface of Curvularia lunata (Fig. 2 XII) is indicative of its spores. Found in soil and decaying plant material, this fungus is associated with plant diseases and opportunistic infections in humans (Ellis, 1971).
Characterization of Extracted Graphene Oxide:
The extracted graphene oxide (GO) was subjected to a thorough characterization process to elucidate its physical and structural characteristics. High-resolution imaging of the material's surface features was achieved using Field Emission Scanning Electron Microscopy (FESEM), which revealed the surface morphology and particle size of the GO. Furthermore, X-Ray Diffraction (XRD) analysis was performed to examine the crystal structure and phase composition of the GO, providing valuable information about its atomic arrangement and crystalline properties.
FESEM Analysis of Extracted Graphene Oxide:
The FESEM images provided showcase the morphological characteristics of graphene oxide (GO) extracted from coconut waste (Figure 3). These high-resolution images, taken at magnifications of 15,000x and 25,000x, reveal significant details that confirm the successful extraction of GO.
The left image in Figure 3, magnified 15,000 times, displays a layered, flake-like structure typical of graphene oxide. The crumpled and wrinkled sheets are indicative of the two-dimensional nature of GO, consistent with the literature on graphene oxide morphology (Park & Ruoff, 2009). The oxidation process introduces oxygen-containing functional groups, such as hydroxyl, carboxyl, and epoxy groups, onto the graphene oxide (GO) sheets, which significantly influences their structural arrangement. As a result, the material's physical and chemical properties are altered. The oxygen-to-carbon ratio in GO determines the extent of disorder in the sheet stacking, leading to the characteristic overlapping and disordered layers. This distinctive feature of GO is a direct consequence of the presence of these functional groups on the basal planes and edges of the graphene sheets (Dreyer et al., 2010). This increases the interlayer spacing, resulting in the observed expanded and crumpled morphology. The right image, taken at a higher magnification of 25,000 times, provides a more detailed view of the surface texture of the GO sheets. It shows a more pronounced wrinkling and folding, with edges that appear thin and sharp, reinforcing the presence of few-layered graphene oxide. The high magnification reveals the fine, flaky nature of the GO, which further corroborates the successful exfoliation of graphite into graphene oxide. The presence of these wrinkled sheets is essential, as it increases the surface area, a critical factor for applications in sensors, catalysis, and as a reinforcement material in composites (Stankovich et al., 2006). Additionally, the images confirm that the extraction process from coconut waste did not introduce significant impurities or structural defects, which can be inferred from the uniformity and consistency of the GO flakes. The absence of large, irregular particles or non-layered structures suggests a high purity of the extracted GO, which is crucial for maintaining its desirable electrical, thermal, and mechanical properties (Pei & Cheng, 2012).
The extraction method employed likely involved chemical oxidation followed by exfoliation, common steps in the preparation of GO from various carbonaceous precursors (Hummers & Offeman, 1958). Utilizing coconut waste as a precursor offers a dual benefit. On one hand, it provides a cost-effective and sustainable source of raw material. On the other hand, it supports environmental sustainability by repurposing agricultural by-products that would otherwise be discarded, thereby aligning with eco-friendly objectives. This approach highlights the potential for large-scale production of GO with reduced environmental impact compared to traditional methods that use more hazardous chemicals and expensive graphite sources (Dreyer et al., 2010).
XRD Analysis: X-ray diffraction (XRD) analysis is a valuable tool for understanding the structural transformations that occur during the conversion of graphite to graphene oxide (GO) and reduced graphene oxide (rGO), as illustrated in Figure 4. The XRD pattern of graphite is characterized by a sharp peak at 2θ = 26.4°, which corresponds to the (002) plane and indicates a highly ordered crystalline structure, as previously reported by Liang et al. (2009) and Hansora et al. (2015). The XRD pattern of graphite undergoes a significant transformation upon oxidation to graphene oxide (GO). The main peak shifts to a lower angle, from 2θ = 26.4° to 2θ = 11.15°, corresponding to the (001) plane of GO, as reported by Rahmawati et al. (2018). This shift is caused by the introduction of oxygen-containing functional groups, such as hydroxyl, carboxyl, and epoxy groups, which increase the distance between the graphene layers (Hummers & Offeman, 1958; Luo & Zhang, 2018; Yu et al., 2020). The resulting broad peak and shift to a lower angle confirm that the graphite has been successfully exfoliated and oxidized to form GO. The reduction of graphene oxide (GO) to reduced graphene oxide (rGO) leads to a distinct change in the XRD pattern, characterized by the emergence of a peak at 2θ = 26.6°, which is similar to, but not identical with, the peak of the original graphite. This shift is consistent with previous findings by Setiadji et al. (2018) and Rochman et al. (2019), who reported that GO typically exhibits a peak between 2θ = 10-12°, whereas rGO shows a peak in the range of 2θ = 24-28°. The shift in the XRD pattern towards the original graphite peak suggests that the graphitic structure is partially restored during the reduction of GO to rGO. This is because some oxygen-containing groups are removed, decreasing the interlayer spacing. However, the structure does not completely return to its pristine graphite state (Stankovich et al., 2007). The reduction process, which can be achieved through chemical or thermal means, removes a significant amount of oxygen functionalities, thereby recovering electrical conductivity and some crystalline order. Nevertheless, defects and residual oxygen groups remain, indicating that the structure is not fully restored.
These structural changes, confirmed by the XRD analysis, are essential for validating the successful synthesis of GO and rGO. The presence of a peak at 2θ = 11.15° for GO confirms the effective oxidation and exfoliation, while the shift to 2θ = 26.6° for rGO indicates successful reduction. The partially restored structure of rGO, as evidenced by the XRD peak, is particularly advantageous for applications in antimicrobial agents. The recovery of electrical conductivity and the presence of residual functional groups in rGO enhance its ability to interact with microbial cells, potentially leading to the disruption of cellular membranes and oxidative stress. These mechanisms are effective in exerting antimicrobial action, as suggested by Elbasuney et al. (2021).
Therefore, the XRD analysis not only confirms the phase transformations from graphite to GO and rGO but also underscores the potential utility of rGO as an antimicrobial agent. The XRD peaks provide valuable insights into the structural properties of rGO, such as interlayer spacing and the degree of reduction, which are crucial in determining its effectiveness in inhibiting microbial activity. The potential of graphene-based materials, including rGO, in addressing microbial contamination in ambient aerosols is well-supported by previous studies (Perreault et al., 2015; Tadyszak et al., 2018; Lekshmi et al., 2021; Liao et al., 2018), highlighting their promising applications in environmental and biomedical fields.
Assessment of Antimicrobial test: The antimicrobial efficacy of graphene oxide (GO) and reduced graphene oxide (rGO) was systematically evaluated using Kirby-Bauer tests, a well-established qualitative method for assessing microbial inhibition (Boyle et al., 1973; Vj et al., 1973). The results summarized in Table 1 demonstrate the potent antimicrobial activity of both GO and rGO against a range of bacterial and fungal pathogens, highlighting their potential as effective agents for controlling microbial growth.
The inhibition results reveal that GO exhibits significant antimicrobial properties. Specifically, at a concentration of 300 µg mL⁻¹, GO inhibited Coccus bacteria by 48%. This inhibition can be attributed to the unique properties of GO, particularly its high surface area and the presence of oxygen-containing functional groups that can interact with bacterial cell membranes, disrupting their integrity. These interactions likely induce oxidative stress within the bacteria, leading to cell death. Moreover, GO demonstrated complete inhibition (100%) against Aspergillus at a lower concentration of 175 µg mL⁻¹. The fungicidal activity of GO may be linked to its ability to penetrate fungal cell walls, thereby disrupting cellular processes and leading to cell lysis. This finding is particularly relevant in the context of fungal infections, which can pose significant health risks, particularly in immunocompromised individuals.
In comparison, rGO exhibited even more pronounced antimicrobial effects, particularly at lower concentrations. For instance, E. coli showed an impressive inhibition rate of 88% at just 100 µg mL⁻¹ of rGO. This enhanced efficacy can be attributed to the restoration of electrical conductivity in rGO, which may facilitate stronger interactions with bacterial cell membranes, enhancing membrane permeability and promoting cellular uptake of rGO. The disruption of membrane integrity could lead to leakage of intracellular components and ultimately result in bacterial cell death. Additionally, rGO completely inhibited Brucella at a concentration of 175 µg mL⁻¹. Brucella spp. is known for their pathogenicity and ability to evade the immune system, making effective treatment strategies essential. The complete inhibition observed here underscores the potential of rGO as a viable antimicrobial agent against such resilient pathogens.
These findings are consistent with previous studies on the antimicrobial properties of graphene-based materials. For example, Akhavan and Ghaderi (2010) reported significant antibacterial activity of both GO and rGO against E. coli and Staphylococcus aureus, attributing GO's superior efficacy to the oxidative stress induced by its functional groups. Similarly, Liu et al. (2011) found that rGO exhibited enhanced antibacterial effects due to its increased electrical conductivity, which supports our observations regarding the improved inhibitory effects at lower concentrations. This research highlight the considerable antimicrobial potential of graphene-based materials, particularly GO and rGO. Their ability to effectively inhibit a variety of microbial pathogens not only emphasizes their relevance in biomedical applications but also paves the way for their use in developing novel antimicrobial agents. Given the growing concerns surrounding antibiotic resistance, the integration of graphene-based materials into therapeutic strategies could provide a promising alternative for combating microbial infections.
Table 1. GO & rGO activity in Inhibition of microbial growth
Graphene Materials
|
Bacteria Type
|
Evaluation Method
|
Concentration
|
Inhibition
|
GO
|
Coccus
|
Plate count
|
300 µg mL-1
|
48%
|
GO
|
Aspergillus
|
Plate count
|
150 µg mL-1
|
100%
|
rGO
|
E. coli
|
Plate count
|
100 µg mL-1
|
88%
|
rGO
|
Brucella
|
Plate count
|
175 µg mL-1
|
100%
|