Open Access Article
Archana
Rana
ab,
Saurabh
Pathak
c,
Kapil
Kumar
ab,
Anjali
Kumari
de,
Samridhi
Chopra
ab,
Mahesh
Kumar
ab,
Deeba
Kamil
e,
Ritu
Srivastava
ab,
Sang-Koog
Kim
c,
Rajni
Verma
*c and
Shailesh Narain
Sharma
*ab
aCSIR-National Physical Laboratory, Dr K.S. Krishnan Marg, New Delhi 110012, India. E-mail: shailesh@nplindia.org
bAcademy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
cNational Creative Research Initiative Center for Spin Dynamics and SW Devices, Nanospinics Laboratory, Research Institute of Advanced Materials, Department of Materials Science and Engineering, Seoul National University, Seoul 151-744, South Korea. E-mail: rajni.verma@snu.ac.kr
dSHUATS- Sam Higginbottom University of Agriculture, Technology, and Sciences, Allahabad, Uttar Pradesh, India
eIARI-Indian Agricultural Research Institute, Pusa, New Delhi-110012, India
First published on 3rd January 2024
The increasing global food scarcity necessitates the development of nanomaterials with low toxicity for use as antimicrobial agents and sensors to mitigate agricultural losses. In this study, we present an investigation into the green synthesis of titanium dioxide nanoparticles (TiO2 NPs) utilizing plant extracts derived from Azadirachta indica (A. indica) and Mangifera indica (M. indica) as reducing and stabilizing agents. The antimicrobial activity of the NPs is investigated against a range of pathogenic fungi (A. alternata, C. gloeosporioides, T. harzianum, and A. rolfsii) and a bacterial species (X. oryzae) known to significantly impact crop yield in agriculture. Remarkably, the TiO2 NPs exhibit potent inhibitory action against all tested microorganisms, suppressing their growth over an extended period as revealed by the zone of inhibition (ZOI) estimated via disc diffusion assay. This can be attributed to the generation of reactive oxygen species (ROS), including hydroxyl radicals, in close proximity to the microbial cell wall. Furthermore, the free radical scavenging activity was confirmed by a dose-dependent response in the 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay, demonstrating their substantial antioxidant activity. Moreover, we also explore the non-linear optical (NLO) properties of the TiO2 NPs through Z-scan measurements employing femtosecond (fs) laser pulses. Notably, both types of NPs exhibit reverse saturable absorption (RSA) behaviour when excited by femtosecond laser pulses, enabling the determination of the nonlinear absorption coefficient and nonlinear refractive index through fitting open and closed aperture curves. The calculated values of the nonlinear susceptibility of NPs synthesized using M. indica and A. indica are 2.43 × 10−15 + i.7.2 × 10−18 and 3.91 × 10−15 + i.1.06 × 10−18, respectively. These values reflect the robust NLO response of NPs, indicating their potential for a wide range of applications. Combining their potent antimicrobial activity, antioxidant properties, and strong nonlinear optical characteristics, these NPs hold tremendous promise in addressing critical challenges in sustainable agriculture.
Pathogenic fungi such as Alternaria alternata (A. alternata), Colletotrichum gloeosporioides (C. gloeosporioides), and Athelia rolfsii (A. rolfsii) pose significant threats to agricultural productivity. A. alternata is a broad-range pathogen that infects diverse crops, causing diseases such as Alternaria leaf spot, fruit rot, and blight. These diseases have detrimental effects, leading to reduced crop yields, compromised quality, and economic setbacks for farmers.7 Similarly, C. gloeosporioides is notorious for causing anthracnose disease, characterized by sunken lesions, rotting, and fruit drop.8 The impact of this fungus is severe, causing substantial agricultural losses in terms of yield reduction and decreased market value of affected crops. In addition to these fungi, the bacterial pathogen Xanthomonas oryzae (X. oryzae) poses a significant threat to rice production. It is responsible for bacterial leaf blight, a devastating disease that affects the leaves of rice plants.9 This disease manifests as chlorosis, lesions, and, in severe cases, complete crop failure. Bacterial leaf blight has a profound impact on rice production, leading to substantial losses in both yield and quality.10 To mitigate the adverse effects of these pathogens, farmers must implement effective disease management strategies.11
Over the past few decades, nanotechnology has undergone remarkable advancements, leading to enhanced performance of various systems across a wide range of fields such as electronics,12,13 medicine,14 energy,15,16 sensing17 and materials science,18 opening up new possibilities and improving the efficiency and functionality of numerous applications.19 Nanotechnology offers a promising solution to the challenges faced in agriculture, leveraging the unique physical and chemical properties of nanomaterials for various agricultural applications, particularly disease detection and control.20 Nanoscale materials, with their high surface-to-volume ratios, have the capacity to interact at the molecular level, leading to the development of nanomaterial-based sensors that detect the early signs of plant diseases.21 Additionally, nanomaterials enable the targeted delivery of fungicides or insecticides directly to infected sites, minimizing chemical usage and non-target organism impact.22,23 Furthermore, nanotechnology enhances fertilizer efficiency by encapsulating and delivering nutrients to plant roots, reducing nutrient loss and environmental impacts.24 Nanomaterials can improve food production quality and quantity by controlling the release of pesticides, reducing resistance development in pests and weeds. Safety and environmental concerns require appropriate regulation and analysis of long-term effects of nanomaterials on agriculture.25
Among metal oxide nanoparticles, TiO2 NPs are widely used in agriculture due to their antimicrobial activity against a range of plant pathogens.26 They show enhanced performance compared to their bulk counterparts, attributed to their small size, large surface area, and high reactivity.27,28 Their contact with microbial cells leads to increased efficacy, penetrating cell walls and causing membrane damage. Additionally, TiO2 NPs possess photoactivity, generating ROS upon exposure to light. Due to this property, they effectively target pathogens sensitive to oxidative stress, contributing to their antimicrobial action.29 Moreover, these NPs exhibit biocompatibility and biodegradability, ensuring environmental safety. TiO2 NPs also possess unique NLO properties, making them suitable for the development of biosensors.30 These NLO materials respond to specific stimuli, emitting light at different wavelengths.31 When incorporated into sensors, NPs enable the detection of changes in temperature and humidity or specific chemicals present in the environment, aiding in monitoring soil moisture, nutrient levels, and pest infestation.32 Furthermore, NLO properties facilitate imaging and visualization, enabling the detection of plant diseases and the monitoring of crop growth.33 These properties offer opportunities for developing innovative and sustainable sensing technologies in agriculture. TiO2 NPs demonstrate a rapid and notably substantial NLO response.34 This characteristic has led to their utilization in combination with other materials to modify or augment their NLO properties. Trejo-Valdez et al. successfully employed TiO2 NPs alongside Au NPs, showcasing altered or enhanced NLO responses.35 Additionally, Dong et al. achieved an enhanced broadband NLO response through the incorporation of TiO2 as a dopant in CuO nanosheets.36 Numerous other studies provide evidence supporting the notion that the introduction of TiO2 into various materials enhances their NLO response.
TiO2 NPs can be synthesized through established techniques, including green synthesis, sol–gel, hydrothermal, and precipitation methods.37 These methods offer a reliable framework for achieving precise control over the size, morphology, and crystalline structure of the NPs.38 Green synthesis, in particular, aligns with sustainable practices by utilizing plant extracts and natural sources as both reducing and stabilizing agents.39 However, non-conventional methods, such as microfluidic reactors, microwave-assisted synthesis, and sonochemical synthesis, have gained recognition for their efficiency, speed, and eco-friendliness.40 Although conventional methods provide a sturdy foundation, non-conventional methods offer promising avenues for innovation and customization.41 In our study, we prefer conventional methods rooted in the pursuit of well-defined, reproducible results. Nevertheless, given the dynamic landscape of NP synthesis, we anticipate that non-conventional methods will play an increasingly vital role in future investigations and large scale synthesis of NPs for applications. These methods contribute to the continuous evolution of efficient, sustainable, and tailored protocols for NP synthesis.42
Green synthesis has emerged as a preferable method for producing NPs due to its environmentally friendly nature and sustainability.43 Unlike traditional chemical synthesis, green synthesis utilizes natural sources, such as plant extracts, to produce NPs without the need for toxic solvents or reducing agents.44 This method minimizes environmental impacts, generates no toxic waste, and relies on renewable resources.45 Recently, Ansari et al. synthesized TiO2 NPs using the Acorus calamus leaf extract to probe their antimicrobial activity against Gram-positive and Gram-negative bacteria.46 They have reported excellent antimicrobial activity of green synthesized NPs against the selected Gram-positive bacteria (B. subtilis and S. aureus) over Gram-negative pathogenic bacteria (P. aeruginosa and E. coli). Achudhan et al. synthesized TiO2 NPs from the natural extracts of Azadirachta indica twigs, Ficus benghalensis, and Syzygium aromaticum and reported their significant antibacterial and antifungal properties, inhibiting the formation of biofilms of Streptococcus mutans, Citrobacter freundii, and Candida albicans.47 They also demonstrated larvicidal activity against the Zika virus vector Aedes aegypti, with a mortality rate of 98% at a concentration of 75 μg mL−1. The properties of NPs derived from various plant extracts vary due to the unique phytochemical composition present in each extract.48 It is crucial to conduct comprehensive studies to thoroughly examine the physicochemical attributes of these NPs. Such investigations are essential for optimizing their performance and harnessing their full potential in diverse applications.49
The present study is focused on the synthesis of TiO2 NPs using leaf extracts from M. indica and A. indica plants. The primary objective is to investigate the NLO properties of the NPs through the Z-scan method. Additionally, we aim to evaluate the NPs’ potential as an antimicrobial agent targeting plant pathogens, particularly bacteria and fungi that adversely impact agricultural crops. This dual focus on NLO and antimicrobial properties aligns with the overarching goal of sustainable agriculture. Specifically, the NPs are examined for their effectiveness against prevalent plant pathogens, including A. alternata, A. rolfsii, C. gloeosporioides, T. harzianum, and X. oryzae. The envisaged outcome is a comprehensive understanding of the NPs' capabilities both as disease detection sensors and as agents, combatting microbial threats in agriculture. By synthesizing TiO2 NPs via an environmentally friendly means, utilizing plant extracts, and subjecting them to rigorous assessment of their antimicrobial activities and NLO properties, this study aims to contribute significantly to the progress of eco-friendly nanotechnology in the agricultural domain. Such advancements have the potential to minimize crop losses and increase overall agricultural productivity.
| Functional groups | Metabolites | |
|---|---|---|
| M. indica | A. indica | |
| Flavonoids | + | + |
| Steroids | + | + |
| Terpenoids | + | + |
| Phenols | + | + |
| Saponins | + | + |
| Proteins | + | + |
It is important to note that the concentration of each metabolite may differ in both the plant extracts. The exact concentration of each metabolite is not known.
To produce fungal biomass for determining TiO2 NP antifungal activity, a small number of fresh mycelia were harvested from the plates and transferred to a 500 ml flask containing PDA broth.57 10 ml of fungus-containing PDA is added into different Petri dishes to rest and it is allowed to solidify. Specific fungal pathogens were inoculated in PDA medium along with the antibiotic streptomycin sulphate to prevent contamination (2 g). 5 mm (diameter) discs were prepared using a sterile filter paper (disc cutter) on the potato-dextrose agar broth solution that carried pathogens. Different concentrations of TiO2 NPs prepared using different plant extracts (60, 80 and 100 μg ml−1) were added to the discs; simultaneously, deionized water was used as a positive control. The inoculated cultured plates were incubated at 37 °C for 48 h, and the diameter of the zone of inhibition (ZOI) was measured in mm, and the findings were recorded throughout studies.
The antibacterial activity of TiO2 NPs was tested against X. oryzae bacterial strain inoculated on the plate using the disk diffusion method performed as described previously by Perez et al. with minor changes.58 The nutrient agar medium was separately placed in Petri dishes, and 10 μl of a bacterial culture with a concentration of 107 CFU ml−1 was spread on the Petri dishes with a spreader and allowed to settle overnight. Different TiO2 NP concentrations (60, 80 and 100 μg ml−1) were added to various Petri dishes with deionized water, which is also used as a control, and incubated at 30 °C for 48 h. The antibacterial activity was determined by measuring the ZOI. There were duplicates for each treatment of NPs for both fungi and bacteria with the same concentration.
, where D is the crystallite size in nanometers, βhkl is the full-width at half-maximum, θ is the Bragg's angle of reflection, and λ is the wavelength of X-ray (= 1.54 Å).65 The crystallite sizes of TiO2 NPs synthesized using A. indica and M. indica were calculated to be 11.2 nm and 11.9 nm, respectively.66 However, the determination of the crystallite size through Scherrer's equation is susceptible to peak broadening effects.67 Consequently, for a more accurate calculation of the crystallite size, we have employed the Williamson–Hall method by fitting a straight line using equation:68
where ε is the lattice strain and k is the shape factor.54 The Williamson–Hall plot for both NP samples is shown in the inset of Fig. 1(a). The crystallite size and lattice strain obtained for the TiO2 NPs prepared using A. indica are 9.3 nm and 0.0036, respectively, while for the TiO2 NPs prepared using M. indica, the values are 10.1 nm and 0.0039, respectively.69
The Raman spectra of both the TiO2 NPs exhibited characteristic peaks at 145 (Eg), 198 (Eg), 397 (B1g), 519 (A1g + B1g), and 641 (Eg) cm−1 (Fig. 1(b)), which were consistent with the anatase phase of TiO2. The peak observed at 145 cm−1 corresponds to the Eg mode and is related to the symmetric stretching vibration of Ti–O bonds.70 The peak observed at 198 cm−1 also corresponds to the Eg mode and is related to the symmetric bending vibration of Ti–O bonds. The peak observed at 397 cm−1 corresponds to the B1g mode and is related to the anti-symmetric bending vibration of O–Ti–O bonds.71 The peak observed at 519 cm−1 corresponds to the A1g + B1g mode and is related to the mixed mode of symmetric stretching and anti-symmetric bending vibrations of O–Ti–O bonds. The peak observed at 641 cm−1 corresponds to the Eg mode and is related to the bending vibration of Ti–O–Ti bonds.71 These Raman peaks are associated with the vibrational modes of the TiO2 lattice structure, and their positions and intensities provide information about the crystal phase, particle size, and defects in the material.70 The presence of these characteristic peaks at specific wavelengths confirms the anatase phase of TiO2 NPs and provides insights into their structural properties.
The FTIR spectra of both TiO2 NP samples are shown in Fig. 1(c), which demonstrate the characteristics of the formation of high purity products revealing the presence of various functional groups in the samples. A broad band observed in between 3600 and 3000 cm−1, i.e. 3424 cm−1, is related to the O–H stretching mode of the hydroxyl group, indicating the presence of moisture in the sample. The peak at 1640 cm−1 is associated with the O–H bending mode of adsorbed water molecules.52 The broad band from 1000–400 cm−1 corresponds to Ti–O stretching and Ti–O–Ti bridging stretching modes. It has been reported that the peak in the range of 800–400 cm−1 is the contribution from the anatase phase of TiO2 NPs.72 Thus, the characteristic peak at 772.5 cm−1 confirms the formation of the anatase phase of NPs, attributed to the stretching vibration of Ti–O–Ti linkage.52 The obtained product can show weak absorption bands corresponding to the residual organic species that have not been completely removed during the reaction process.52 The organic impurities could be hydroxyl, carboxylate and alkane groups, which have not been washed off with ethanol and distilled water. Two weak bands at 2645 and 2820 cm−1 are assigned to the C–H stretching vibrations of alkane groups. The peaks at 1356 and 1581 cm−1 could be attributed to carboxyl and methylene groups, which has also resulted from the residual organic species.
To gain a deeper understanding of the mechanism, the surface properties of the NPs were examined through BET characterization. Fig. 2(g) and (h) display the nitrogen adsorption–desorption isotherms of NPs obtained using both plant extracts. The volume adsorbed vs. relative pressure curve corresponds to a type IV adsorption isotherm with an H4 hysteresis curve and mesoporous phases, according to the IUPAC classification.74 The presence of a type IV hysteresis loop indicates the existence of mesoporous materials with a narrow pore size distribution. Furthermore, the Barrett–Joyner–Halenda (BJH) model (inset of Fig. 2(g) and (h)) was employed to calculate the average pore diameter and volume of the green-synthesized NP samples.74 The surface areas of TiO2 NPs synthesized using A. indica and M. indica were determined to be 94.09 m2 g−1 and 127.60 m2 g−1, respectively. The average pore diameters were calculated to be 4.1 nm and 5.8 nm, while the average pore volumes were found to be 1.307 cc g−1 and 1.205 cc g−1 for TiO2 NPs produced using A. indica and M. indica plant extracts. The higher pore diameter directly corresponds to enhanced antimicrobial activity, as discussed in the further section on antimicrobial activity.
, where k is a constant, hν is the photon energy, Eg is the band gap, and α is the absorption coefficient.53 The values of n are ½ and 2 for indirect and direct band gaps, respectively, depending on the nature of the electronic transition. The bandgap energies of the two types of TiO2 NPs synthesized using M. indica and A. indica were estimated to be 2.9 eV and 3.1 eV, respectively. These values correspond to the electronic transition from the valence band to the conduction band (O-2p and Ti-3d).28 Furthermore, the photoluminescence spectra provide insights into exciton recombination and surface defects. Fig. 3(b) presents the PL spectra of TiO2 NPs synthesized using M. indica and A. indica plant extracts at an excitation wavelength of 370 nm. The emission peaks were observed at 455 nm and 470 nm, exhibiting equal intensities. These emissions at 455 nm and 470 nm are attributed to surface state emissions, resulting from the recombination of trapped electron–hole pairs arising from dangling bonds in the NPs.26 The similar intensities of both peaks suggest that there is no significant variation in the particle size between the NPs prepared using the two different plant extracts.
The NLO properties of the nanoscale materials are ideal for the development of a variety of applications including, optical switching and modulation, laser, signal processing and bioimaging.77 Nanomaterial-based biosensors with NLO properties have the potential to revolutionize agriculture by providing rapid, sensitive, label-free, and portable detection methods for various analytes.78 They enable real-time monitoring, precision agriculture, and environmental sustainability, thereby contributing to improved crop quality, yield, and resource management in agricultural applications. We have probed the NLO parameters of the TiO2 NPs using Z-scan measurement, i.e., the nonlinear absorption coefficient (β) and refractive index (n2) are measured to calculate the third-order nonlinear susceptibility.55
Fig. 4 illustrates the schematic representation of the Z-scan setup employed for determining various NLO parameters. The Z-scan measurement of TiO2 NPs was conducted using a 35 fs Ti:sapphire pulsed laser system consisting of the Legend USP and Coherent Micra lasers, operating at a wavelength (λ) of 800 nm. To generate mode-locked Gaussian-shaped pulses, a repetition rate of 1 kHz and a pulse width of 35–45 fs were employed. The laser beam was split into two components using beam splitters. One component served as the pump, passing through an operational parametric amplifier (OPA), while the other component was directed towards the spectrometer after passing through a delay stage.55 The probe beam, known as the white light continuum (WLC), was generated by a sapphire disc and transmitted through the delay stage. The open and closed curves were determined using the Z-scan setup and a linear translator.79 The experimental results were obtained for both open and closed apertures of TiO2 NPs at a concentration of 0.05 mg ml−1. The laser beam was focused onto the TiO2 NPs using a convex lens with a beam waist of 40 μm and a focal length of 40 cm. The sonicated NPs were placed in a 1 mm quartz cuvette for observation. The nonlinear parameters, such as the absorption coefficient and refractive index, were measured to calculate the third-order nonlinear susceptibility. The closed aperture Z-scan technique was used to determine the nonlinear refractive index, while the open aperture technique involved unlocking the aperture before the detector to measure two-photon absorption (2PA) and nonlinear absorption.79
![]() | ||
| Fig. 4 Schematic of the Z-scan measurement setup used for probing the nonlinear optical properties of TiO2 NPs.79 | ||
Third-order NLO processes can be categorized into resonant and nonresonant types. Resonant processes involve actual electronic transitions and exhibit relatively slow response times, typically in the nanosecond range.80 In contrast, nonresonant processes involve virtual transitions and display faster response times, often in the picosecond or femtosecond range. Resonant nonlinearities encompass phenomena like saturable absorption (SA), RSA, excited state absorption (ESA), free carrier absorption (FCA), nonlinear refraction (NLR), and nonlinear scattering (NLS).81 Nonresonant nonlinearities, on the other hand, include two-photon absorption and multiphoton absorption (MPA), which occur when multiple photons are absorbed simultaneously.82 It is important to acknowledge that resonant nonlinearities primarily depend on the total energy of the incident pulse, while nonresonant nonlinearities, such as 2PA and MPA, rely on the maximum intensity of the incident light. TiO2 NPs can exhibit RSA or SA depending on the experimental conditions and the specific characteristics of the NPs. In the case of pure TiO2 NPs, they typically display RSA behaviour.83 RSA occurs when the absorption of light increases with increasing light intensity. This phenomenon arises due to a combination of NLO effects, such as 2PA and excited-state absorption ESA. In RSA, at low light intensities, the NPs are in the ground state and have low absorption. However, as the intensity increases, 2PA and ESA processes become more significant, leading to a nonlinear increase in absorption. It is important to note that the behaviour of TiO2 nanoparticles, including RSA or SA, can also depend on other factors such as particle size, surface modifications, excitation wavelength, and experimental conditions.82
The results obtained from the open and closed aperture Z-scan measurements of the TiO2 NPs are shown in Fig. 5(a)–(d), where the symbols represent the experimental data and the solid lines represent theoretical fitting. It is noteworthy that the corresponding measurement curve exhibits a well-defined peak of the normalized transmittance. This distinctive peak is indicative of the presence of RSA in both samples, whereby the absorption of light by the material diminishes as the intensity of the incident light increases. Open aperture Z-scan measures laser beam transmission through the sample, providing insights into both nonlinear absorption and refraction. Closed aperture Z-scan, using an aperture, measures transmitted intensity as the sample is moved, primarily capturing nonlinear refraction effects.79 Under the experimental conditions employed in our study, it is not feasible to induce a direct electronic transition from the ground state to the excited state through one-photon absorption. This limitation arises due to the energy of the excitation light (1.55 eV) being insufficient to bridge the energy gap (Eg) between the two states. Consequently, the only viable pathway for electrons to reach the excited state is through MPA. Interestingly, the band gap energy values obtained from our UV-vis spectroscopy analysis, ranging from 2.9 to 3.1 eV, align closely with the energy requirements for 2PA. Therefore, it is highly likely that 2PA serves as the dominant absorption mechanism in our experimental system. Furthermore, the values of the nonlinear absorption coefficient were calculated using eqn (1):55
![]() | (1) |
is the sample length (cm), ΔT(z) = 1 – T(z) at the focus, T(z) is the transmittance of the sample at z, Io is the peak on-axis irradiance at the focus (W cm−2), z is the position of the sample corresponding to the focus (cm),
is the Rayleigh range (cm), α is the linear absorption coefficient (cm−1), L is the sample length (cm), ω0 is the spot size at the focus (cm), and λ is the laser wavelength (cm). Here, m is a constant that characterizes the degree of nonlinearity exhibited by the material and its value can be calculated by fitting eqn (2):55![]() | (2) |
. The open aperture curves were fitted using eqn (2) for m = 1 as shown in Fig. 5(a) and (b), which confirms the third order NLO phenomenon. The values of the nonlinear absorption coefficient of the TiO2 NPs obtained from M. indica and A. indica are 3.74 × 10−12 and 5.15 × 10−11, respectively, which are comparable to the previous results reported by other groups. The value of the nonlinear absorption coefficient depends on several factors such as particles size, experimental conditions and measurement parameters and thus a wide variety of values have been reported in the literature. Furthermore, the nonlinear refractive index values were obtained from the closed aperture curves shown in Fig. 5(c) and (d) using eqn (3)55 considering the ratio of the incident to the transmitted power at iris to be approximately zero. A valley-peak signature is observed for both the samples, which indicates self-focusing behaviour and a positive value of the nonlinear refractive index. For the calculation of n2, the contribution of nonlinear refraction through the heat effect is disregarded due to the extremely short pulse duration (approximately 35 fs) in comparison to the thermal rise time.55![]() | (3) |
is the phase change of the transmitted laser beam and ΔTpv = Tp − Tv is the difference between the peak and the valley transmittance. After putting the values of Δφ in eqn (3), the values of the nonlinear refractive index are calculated as 2.10 × 10−17 and 3.83 × 10−17, respectively, for NPs synthesized using M. indica and A. indica (Table 2). Moreover, using the values of the nonlinear absorption coefficient and nonlinear refractive index from eqn (1) and (3), susceptibility (χ(3)) of the material was calculated using eqn (4),55 which quantifies the material's ability to generate and interact with higher-order optical phenomena.| χ3 = χ3(r) + iχ3(i) | (4) |
![]() | (5) |
![]() | (6) |
is the vacuum permittivity, which represents the permittivity of free space, c represents the speed of light in vacuum, and n0 represents the refractive index of the material at the fundamental frequency or the linear refractive index. After putting the values of the constants and nonlinear absorption coefficient and refractive index obtained above, the values of susceptibility of real χ3(r) and imaginary parts χ3(i) were calculated and provided in Table 2. The values of the third order nonlinear susceptibility are 2.43 × 10−15 + i.7.2 × 10−18 and 3.91 × 10−15 + i.1.06 × 10−18, respectively, for TiO2 NPs synthesised using M. indica and A. indica. These values obtained for both the NPs indicate that the materials exhibit a strong nonlinear response to an applied electric field. Also, these NPs possess favourable properties for applications in nonlinear optics, such as frequency conversion, optical switching, and all-optical signal processing.
| Laser parameters: 2.5 mW power, 1 kHz repetition rate and 35 fs frequency | ||||
|---|---|---|---|---|
| Sample | Nonlinear absorption coefficient (β) m W−1 | Nonlinear refractive index (n2) m2 W−1 | Real part of susceptibility (χ3(r)) | Imaginary part of susceptibility (χ3(i)) |
| M. indica | 3.74 × 10−12 | 2.10 × 10−17 | 2.43 × 10−15 | 7.2 × 10−18 |
| A. indica | 5.15 × 10−11 | 3.83 × 10−17 | 3.91 × 10−12 | 1.06 × 10−17 |
The investigation revealed variations in the diameter of the ZOI between the highest and lowest concentrations of NPs, depending on the nature of the fungi and bacteria being tested. For instance, at a concentration of 100 μg ml−1, the NPs synthesized using A. indica exhibited a higher ZOI (18.9 ± 0.4 mm) compared to those prepared using M. indica (16.3 ± 0.65 mm) against A. alternata fungus. However, at the lowest concentration of 60 μg ml−1, the respective ZOIs were 14.2 ± 0.3 mm and 10.3 ± 0.56 mm for NPs synthesized using A. indica and M. indica against A. alternata. Interestingly, the difference in inhibition between the highest and lowest concentrations was greater for NPs synthesized using M. indica compared to those synthesized using A. indica for A. alternata fungus. This trend of inhibition was also observed for other fungi such as C. gloeosporioides and T. harzianum.
Similarly, for A. rolfsii, the ZOIs of NPs synthesized using A. indica were 9 ± 0.4 mm and 12 ± 0.7 mm, while for NPs synthesized using M. indica, the ZOIs were 12 ± 0.6 mm and 14 ± 0.8 mm at the lowest (60 μg ml−1) and highest concentrations (100 μg ml−1), respectively. In this case, the ZOI was greater for NPs synthesized using M. indica compared to those synthesized using A. indica at the same concentration. Hence, it can be concluded that both types of NPs exhibited antifungal activity against all the fungi tested, however, NPs prepared using M. indica exhibited a somewhat higher antifungal activity than those prepared using A. indica. This difference in activity can be attributed to the larger pore diameter observed for the NPs synthesized using M. indica compared to those synthesized using A. indica, as revealed by the BET analysis (Fig. 3(g) and (h)). A larger pore diameter provides a greater surface area available for interaction with microbes.48 This increased surface area allows for more contact between the NPs and microbial cells, thereby enhancing the likelihood of antimicrobial activity.14 Furthermore, the larger pore diameter of the NPs enables them to accommodate a wider range of microbial cell sizes. This facilitates better penetration of the NPs into microbial cells, leading to increased interaction with the cell membrane and, consequently, higher antimicrobial activity.50 The plausible mechanism is discussed in detail in the next section ‘Mechanism of interaction of fungal cells with NPs’. Additionally, it is worth noting that both types of NPs synthesized using A. indica and M. indica exhibited equal effectiveness against X. oryzae, as illustrated in Fig. 7(e). This intriguing finding suggests that the variation in the structural composition of bacteria, compared to fungi, may contribute to this equal susceptibility. Bacteria possess unique cellular structures and components that may respond differently to the antimicrobial mechanisms employed by the TiO2 NPs.84
Moreover, evaluation of the antioxidant activity of NPs involves the utilization of various methods and assays. A widely employed assay is the DPPH assay, which offers broad applicability for assessing the ability of different antioxidant agents to scavenge free radicals. The scavenging potential of DPPH is associated with the hydrogen or electron-donating activities of antioxidant agents. DPPH is a stable free radical that maintains its structure at room temperature and generates a violet solution when dissolved in methanol.59 However, in the presence of antioxidant molecules, it undergoes reduction, leading to a colour change in the solution from violet to yellow. The utilization of DPPH offers a convenient and swift method to assess the antioxidant properties of substances.59 The antioxidant activity of NPs synthesized using A. indica and M. indica plant extracts was evaluated using the DPPH radical scavenging method, as illustrated in Fig. 8. The results revealed that NPs synthesized using M. indica exhibited radical scavenging activities of 34% and 45% at concentrations of 100 and 200 μg ml−1 respectively. Conversely, NPs synthesized using A. indica demonstrated higher scavenging activities, measuring 38% and 52% at the same concentrations. As a reference standard, ascorbic acid exhibited the highest scavenging activity of 49% and 55% at the concentrations of 100 and 200 μg ml−1 respectively. Both types of NPs synthesized using different plant extracts displayed antioxidant activity relative to the standard sample. This can be attributed to the green synthesis approach, which allows for the presence of phytochemicals such as flavonoids and phenolics as capping agents during NP synthesis. Notably, the NPs synthesized using the A. indica plant extract exhibited a higher IC50 value, indicating better antioxidant activity. This difference can be attributed to variations in the concentration of various phytochemicals present, which facilitate free radical scavenging. It is important to note that the green synthesis approach utilized in this study not only allows for the production of NPs with desirable antioxidant properties, but also highlights the potential of utilizing plant extracts as sustainable resources for NP synthesis. Overall, the DPPH assay revealed the dose-dependent increase in the antioxidant activities of the TiO2 NPs synthesized using A. indica and M. indica plant extracts. The results demonstrated the potential of these NPs as effective radical scavengers, with the NPs synthesized using the A. indica extract exhibiting superior antioxidant activity. The findings underscore the importance of green synthesis approaches and highlight the influence of phytochemical concentrations on the antioxidant properties of the synthesized NPs.
There are various plausible mechanisms of interaction of NPs with fungal cells. These mechanisms involve (i) the release of ions by NPs followed by their binding to certain protein groups, affecting their function and interfering with cell permeability, (ii) the increased binding of smaller and higher surface area NPs at various target sites, facilitating diffusion and (iii) the generation of ROS such as hydroxyl radicals, in the vicinity of the fungal cell wall.85 In the present case, the high surface area TiO2 NPs synthesized using both plant extracts primarily interact by generating ROS, as discussed in the section on antioxidant activity.89 As shown in Fig. 9, due to their small size and high surface area, these NPs adhere to the outer layer of the fungal cell wall, which mainly consists of mannoproteins.90 The interaction between the NPs and the mannoproteins weakens the glycosidic linkages connecting these essential proteins, leading to structural loosening and the disturbance of their function.91 As a result, the fungal cell wall is disrupted to some extent. Furthermore, the ROS generated by these NPs in the vicinity of the fungal cell wall readily react with the N-acetylglucosamine monomer of chitin and/or the glucose monomer of the glucan layers within the fungal cell wall. This reaction results in the cleavage of glycosidic linkages, leading to the rupture of the cell wall.92 Consequently, the boundaries of the fungal cells are perforated, allowing the passage of intracellular materials.91 These two synergistic mechanisms ultimately contribute to the cell death of the fungi. The proposed mechanisms align with the existing literature and support the idea that the interaction between TiO2 NPs and fungal cells results in the disruption and ultimate death of the fungal cells.
The antimicrobial properties of the TiO2 NPs synthesized using the green synthesis approach were extensively investigated, revealing their remarkable inhibitory action against a range of pathogenic fungi and bacterial species known to adversely affect crop yield. The effectiveness of these NPs was evaluated using the agar disk-diffusion method, focusing on four fungi (A. alternata, C. gloeosporioides, T. harzianum, and A. rolfsii) and one bacterial species (X. oryzae). The results demonstrated that both types of NPs exhibited significant antimicrobial efficacy, as evidenced by the formation of inhibition zones. The antimicrobial efficacy of the NPs was observed to be concentration-dependent, with higher concentrations leading to larger zones of inhibition. The antimicrobial activity of the NPs was attributed to their ability to generate ROS, such as hydroxyl radicals, in close proximity to the fungal cell wall. The interaction between the TiO2 NPs and the fungal cells resulted in the damage of the cell walls and membranes, disrupting their integrity and leading to increased permeability. This, in turn, caused the leakage of cellular components and eventual cell death. Moreover, the NPs showed substantial antioxidant activity, attributed to the presence of phytochemicals like flavonoids and phenolics. Their antioxidant abilities increased with higher doses, indicating their potential as effective antioxidants.
Furthermore, the green-synthesized TiO2 NPs possess excellent NLO properties. They exhibit high nonlinear absorption coefficients, indicating efficient energy absorption for nonlinear optical processes. The nonlinear absorption coefficient of TiO2 NPs synthesized using M. indica was found to be 3.74 × 10−12, while for those synthesized using A. indica, the value was 5.15 × 10−11. These values demonstrate the high nonlinear absorption capacity of both types of nanoparticles, indicating their potential for efficient energy absorption and utilization in nonlinear optical processes. Also, the nonlinear refractive indices were calculated to be 2.10 × 10−17 and 3.83 × 10−17 for NPs synthesized using M. indica and A. indica, respectively. These values signify the materials' ability to exhibit self-focusing behaviour and their response to an applied electric field. The higher value of n2 obtained for NPs synthesized using A. indica suggests enhanced nonlinear optical properties compared to those synthesized using M. indica. Additionally, the third-order nonlinear susceptibility values were calculated as 2.43 × 10−15 + i.7.2 × 10−18 and 3.91 × 10−15 + i.1.06 × 10−18 for TiO2 NPs synthesized using M. indica and A. indica, respectively. These values further confirm the strong nonlinear response of the NPs to an applied electric field and emphasize their suitability for application in nonlinear optics. These quantitative measurements provide evidence for the potential applications of TiO2 NPs in nonlinear optical processes, such as frequency conversion, biosensors, optical switching, and all-optical signal processing. The study contributes valuable insights into the feasibility and efficacy of these NPs for a broad range of technological applications.
Combining their antimicrobial activity, antioxidant properties, and strong nonlinear optical characteristics, the green-synthesized TiO2 NPs hold great promise in addressing critical challenges in sustainable agriculture. Their multifunctional nature opens avenues for the development of novel antimicrobial agents, biosensors, and nanomaterial-based strategies for crop protection, ultimately contributing to improved crop quality, yield, and resource management. The green synthesis approach provides a sustainable and environmentally friendly method for producing NPs with desirable properties, paving the way for greener agricultural practices and enhanced food security.
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Fe, Mn, Ni) ferrite nanoparticles, Sci. Rep., 2022, 12, 5232 CrossRef CAS PubMed.Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ma00414g |
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