DNA extraction, amplification and sequencing for bacterial identification
Phylogenetic analysis using the Maximum Likelihood (ML) method was conducted to determine the evolutionary relationships of the isolates. The ML approach was selected for its high accuracy in estimating genetic relatedness.
The resulting phylogenetic tree (Fig 1) showed that Sample C1 clustered very closely with
Lysinibacillus fusiformis (NR 112628.1; NR 042072.1), indicated by an almost zero genetic distance (0.000–0.001). This suggests that C1 may represent a new strain or a minimally diverged variant of
L. fusiformis. Sample C2 grouped near
Lysinibacillus macroideus (NR 114920.1) and
L. boronitolerans, indicating a slightly greater but still close evolutionary relationship, potentially representing a strain variation or a novel species within the genus. The tree structure showed a well-defined Lysinibacillus clade, while genera such as
Solibacillus and
Ureibacillus formed separate, distantly related clades, reflecting significant evolutionary divergence. These findings confirm the robustness of the ML method and highlight the genetic uniqueness of the isolates. Future work may include bootstrapping for tree reliability and further molecular or phenotypic characterization to explore the biotechnological potential of isolates C1 and C2 (
Patel and Gupta, 2020).
Biosynthesis test of C1 and C2 bacteria using AgNP on UVV is Spectrophotometer
The biosynthesis of silver nanoparticles (AgNP) using bacterial strain C1 and C2 was evaluated through UV-
Vis spectrophotometric analysis. The absorbance spectra provide insights into the formation and characteristics of the synthesized nanoparticles. The results, as illustrated in Table 1. indicate notable differences in absorbance values between bacterial supernatants treated with and without silver nitrate (AgNO
3), which serves as the precursor for AgNP synthesis.
In the C1 and C2 bacterial supernatant without AgNP, the absorbance values at 300 nm were recorded as 0.6125 and 0,5198, For 650 nm were recorded as 0.1964 and 0,2007 respectively. These values represent the baseline spectral properties of the bacterial metabolites and any naturally present chromophores. Upon introducing AgNO
3 to the bacterial supernatant (C1 + AgNP), the absorbance values at 300 nm and 650 nm changed to 0.5914 and 0.2753, respectively. The slight decrease at 300 nm and the notable increase at 650 nm suggest the formation of AgNPs, as the surface plasmon resonance (SPR) of AgNPs typically exhibits a characteristic peak in the range of 400-450 nm. The observed spectral shifts are consistent with the reduction of silver ions (Agz ) to metallic silver (Agp ) mediated by bacterial metabolites, which act as reducing and stabilizing agents. The higher absorbance at 650 nm in the treated sample is indicative of nanoparticle aggregation or variation in particle size, which can influence the SPR band broadening or shifting
(Metryka et al., 2023; Nakakimura et al., 2012).
Particle size analysis result of biosynthesized nanoparticles by Lysinobacillus sp. Lysinobacillus sp (C1 isolate) in LB medium
The particle size analysis of nanoparticles biosynthesized by
Lysinobacillus sp in Luria Bertani (LB) medium, as shown in Fig 2. revealed an average particle size of 1730 nm with a standard deviation of 99.94 nm. This indicates that the biosynthesis process tends to produce microparticles rather than nanoparticles, with a relatively high consistency in particle size distribution.
The average particle size of 1730 nm suggests that biosynthesis in LB medium supports the formation of larger particles, which might be beneficial for specific applications requiring micron-scale particles. The standard deviation of approximately 100 nm reflects some variability in particle size, yet it remains controlled, showing that most particles fall within a similar size range. This level of variability, around 5.8% of the average size, indicates a well-controlled process, although further optimization could reduce this variability even more. The nutrient-rich LB medium likely contributes to the formation of these larger particles. Further research could explore how specific components of the medium, such as nutrients and cultural conditions like pH and temperature, influence particle size and consistency
(Waseem et al., 2024). The resulting 1730 nm particles could be ideal for applications that benefit from micron-sized particles, such as drug delivery systems and specific agricultural applications, where particle absorption and distribution are crucial.
Lysinobacillus sp (C2 isolate) in LB medium
In contrast, the particle size analysis for
Lysinobacillus sp. cultured in LB medium as shown in Fig 3. for isolate C2 showed an average particle size of 189.7 nm with a standard deviation of 2.803 nm. This result places the particles firmly within the nanoparticle range, which is particularly relevant for various advanced applications, including drug delivery, electronics and nanostructured materials.
The small standard deviation of 2.803 nm indicates extremely high consistency in nanoparticle production, a critical factor for applications requiring uniform particle sizes. With a standard deviation of less than 2% of the average size, the process demonstrates remarkable stability and reliability, making it suitable for large-scale nanoparticle production
(Patel et al., 2024). The nutrient-rich environment of the LB medium appears to effectively support the synthesis of stable nanoparticles without leading to unwanted aggregation. This size and consistency make the nanoparticles ideal for applications that require precise control over particle characteristics, such as in sensor technology or energy storage systems.
Lysinobacillus sp (C1 isolate) in mineral medium
The particle size analysis of
Lysinobacillus sp. cultured in a mineral medium as shown in Fig 4. for isolate C1 revealed an average particle size of 2161 nm with a standard deviation of 106 nm. These findings suggest that the biosynthesis process under these conditions results in larger microparticles. The larger particle size indicates that the mineral medium may promote the aggregation or formation of larger particles, which could be advantageous or detrimental depending on the intended application. The relatively low standard deviation of 106 nm suggests consistent particle production, essential for commercial and industrial applications where uniformity is critical.
Further investigation into the specific ions and nutrients in the mineral medium could help optimize conditions for desired particle sizes. The average size of 2161 nm suggests potential applications in fields requiring significant surface area or specific mechanical properties, such as in filtration systems or drug delivery carriers
(Jayaraj et al., 2024).
Lysinobacillus sp (C2 isolate) in mineral medium
For isolate C2, when cultured in a mineral medium as shown in Fig 5, the particle size analysis revealed an average size of 1981 nm with a standard deviation of 86.21 nm. This result also falls within the microparticle range, indicating that the mineral medium supports the formation of relatively large particles with limited size variation.
The small standard deviation of 86.21 nm, relative to the average size, suggests a controlled and consistent biosynthesis process, which is crucial for applications where precise particle size is essential. The ability to produce uniform particles in the 2-micron range could be beneficial for various industrial applications, including those requiring significant surface area or specific chemical reactivity
(Chadive et al., 2024). This should explore the significance of the results of the work, not repeat them. A combined Results and Discussion section is often appropriate. Avoid extensive citations and discussion of published literature. Conclusions may be included in a final paragraph. The concluding comments should not be a summary of the method and the study as the Abstract provides this. The final paragraph of the paper should identify important outcomes and their implications for the area of study or recommendations for further research.
Biocontrol activity of AgNP Against Xanthomonas oryzae
The antibacterial activity of AgNP derived from isolates C1 and C2 was evaluated on Potato Sucrose Agar (PSA) at concentrations of 10-50%. As shown in Fig 6, both AgNP types inhibited the growth of
Xanthomonas oryzae across all treatments. Quantitative data in Table 2 indicate that AgNP C1 at 50% produced the largest inhibition zone (4.5 mm), while AgNP C2 at 30-40% yielded inhibition zones of 4 mm. According to
Athanasiadis et al., (2023), inhibition zones ≤ 5 mm are classified as
weak, which corresponds to the inhibition observed in this study. The positive control (AgNP 100% without pathogen) showed no inhibition, confirming that AgNP activity is dependent on pathogen interaction rather than the nanoparticle solution alone. Although categorized as weak, the ability of AgNP to consistently inhibit
X. oryzae suggests potential antibacterial activity worth further optimization (
Nadhman, 2020).
Biocontrol test results of AgNP against Rhizoctonia solani
The antifungal activity of AgNP synthesized from isolates C1 and C2 was evaluated on PDA medium at concen-trations of 10-50%. As shown in Fig 7, both AgNP types inhibited
Rhizoctonia solani. Table 3 indicates that AgNP C1 at 50% produced the largest inhibition zone (22 mm), classified as
very strong, while AgNP C2 at 20% yielded its highest inhibition (15 mm), categorized as
strong (Wang et al., 2023; Suryadi et al., 2015).
FE-SEM analysis (Fig 8) revealed morphological damage to fungal hyphae following AgNP exposure. Control hyphae appeared smooth and intact, whereas C1 + AgNP caused swelling and deformation. More severe structural collapse occurred in the C2 + AgNP treatment, suggesting a stronger synergistic antifungal effect. This enhanced disruption is likely due to combined actions of AgNP and metabolites produced by isolate C2, which compromise cell wall integrity and trigger oxidative stress
(Islam et al., 2024). Overall, the results demonstrate that AgNP-particularly those derived from isolates C1 and C2-show strong potential as effective biocontrol agents against
R. solani.
Qualitative observation results of phytohormone testing on Lysinibacillus sp.
The qualitative Salkowski test showed a clear color change in isolates C1, C2 and the combination of C1 + C2 after reagent addition (Fig 9), indicating their ability to produce indole-3-acetic acid (IAA). As IAA is a key phytohormone involved in cell division, elongation and tissue differentiation (
Pati and Rathore, 2024), its detection confirms the phytohormone-producing potential of these isolates. Individually, both C1 and C2 produced IAA and the combined treatment also resulted in a strong positive reaction, suggesting possible synergistic enhancement. The ability of these isolates to synthesize IAA aligns with the role of Plant Growth-Promoting Rhizobacteria (PGPR), which improve root development, nutrient uptake and stress tolerance
(Ikhwan et al., 2023, Marwan et al., 2024). Overall, the Salkowski assay demonstrates that
Lysinibacillus isolates C1 and C2 individually and together possess significant potential as biostimulant and biofertilizer agents capable of enhancing plant growth.
Bioprotectant and biostimulant test using gas chromatograph mass spectrometer (GC-MS) on Lysinibacillus sp.
Biostimulants test result
GC-MS analysis (Fig 10) detected several metabolites with biostimulant potential. Key compounds included terpenes and terpenoids-such as trans-Pinocarveol, (+)-Nopinone, Isopinocamphone and Longiborneol-which are known to enhance plant growth by regulating physiological signaling, stimulating root development, improving nutrient uptake and increasing stress tolerance. The fatty acid derivative Methyl Ester of 3-Hydroxy-Undecanoic Acid was also identified, supporting cell membrane stability and stress-responsive signaling. These metabolites collectively indicate a strong biostimulant profile, contributing to plant vigor and sustainable crop productivity (
Pati and Rathore, 2024).
Bioprotectants test result
The GC-MS analysis also revealed several compounds with potential bioprotectant properties as shown in Fig 11, which are essential for safeguarding plants against pathogens and pests. Benzaldehyde derivatives, such as Benzaldehyde, 2-methyl-, m-tolualdehyde and Benzaldehyde, 4-methyl-, are known for their strong antimicrobial properties. These aldehydes can inhibit the growth of bacteria and fungi, providing crucial protection against microbial infections. This bioprotective action is particularly valuable in preventing diseases that can devastate crops, thereby reducing the need for synthetic pesticides. Additionally, Jacobine, a pyrrolizidine alkaloid identified in the analysis, serves as a natural pesticide. Alkaloids like Jacobine deter herbivores and inhibit the growth of pathogens, acting as a chemical defense mechanism in plants. By incorporating these bioprotectants into agricultural practices, farmers can enhance crop protection in a more environmentally friendly manner, reducing reliance on chemical pesticides and contributing to sustainable farming practices
(Senapati et al., 2022).