Optimization of Silver Nanoparticle Synthesis Using S. Amaranthoides Leaf Extract via Response Surface Methodology for Enhanced Antibacterial Applications

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In this study, silver nanoparticles (S-AgNPs) were synthesised using S. amaranthoides leaf extract through a green synthesis approach, and their synthesis conditions were optimised using Response Surface Methodology (RSM) based on a Box–Behnken Design (BBD). The model was statistically significant (F-value = 12.21, p < 0.0017) and showed strong predictive capability (adjusted R² = 0.8631). Optimal synthesis was achieved with 1 mL of 1 mM AgNO₃, 20 minutes of extract exposure, and a reaction temperature of 70 °C. Characterisation techniques, including UV–Vis, FTIR, XRD, SEM, and TEM, confirmed the formation of spherical, crystalline S-AgNPs capped with phytochemicals from the plant extract. Antibacterial analysis revealed potent activity, with the optimised S-AgNPs showing a maximum zone of inhibition of 25.8 mm against MRSA, outperforming the standard antibiotic ceftriaxone. These results demonstrate the efficacy of RSM in fine-tuning synthesis parameters to produce bioactive S-AgNPs using an eco-friendly and sustainable approach.

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43-62

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January 2026

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© 2026 Trans Tech Publications Ltd. All Rights Reserved

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[1] S. Ahmad, S. Munir, and N. Zeb, A review on the synthesis of bioinspired metal nanoparticles and their applications, Int. J. Nanomedicine. 14 (2009) 5087–5107.

Google Scholar

[2] O. A. Alabrahim, S. Alwahibi, and H. M. E. El‑Said Azzazy, Green synthesis and biomedical applications of nanomaterials, Nanoscale Adv. 6 (2024) 910–924.

Google Scholar

[3] Z. S. Al‑Kharousi, A. S. Mothershaw, and B. Nzeako, Antimicrobial Activity of Frankincense (Boswellia sacra) Oil and Smoke against Pathogenic and Airborne Microbes, Foods. 12 (2023) 3442.

DOI: 10.3390/foods12183442

Google Scholar

[4] E. A. Kotb, R. A. El‑Shiekh, W. H. Abd‑Elsalam, et al., Protective potential of frankincense essential oil and its loaded solid lipid nanoparticles against UVB‑induced photo damage in rats via MAPK and PI3K/AKT signaling pathways; A promising anti‑aging therapy, PLoS One. 18 (2023) e0294067.

DOI: 10.1371/journal.pone.0294067

Google Scholar

[5] S. A. Fahmy, N. K. Sedky, H. A. F. M. Hassan, N. M. Abdel‑Kader, N. K. Mahdy, M. U. Amin, E. Preis, and U. Bakowsky, Synergistic Enhancement of Carboplatin Efficacy through pH‑Sensitive Nanoparticles Formulated Using Naturally Derived Boswellia Extract for Colorectal Cancer Therapy, Pharmaceutics. 16 (2024) 1282.

DOI: 10.3390/pharmaceutics16101282

Google Scholar

[6] S. N. H. Azmi, M. Al-Balushi, F. and Al-Siyabi, Characterization of date palm fiber-reinforced recycled polymer composites, J. King Saud Univ. Sci. 32 (2020) 2931–2938.

DOI: 10.1016/j.jksus.2020.07.015

Google Scholar

[7] E. A. Kotb, R. A. El‑Shiekh, W. H. Abd‑Elsalam, N. S. E. D. El Sayed, N. El Tanbouly, and A. S. El Senousy, Protective potential of frankincense essential oil and its loaded solid lipid nanoparticles against UVB‑induced photo damage in rats via MAPK and PI3K/AKT signaling pathways; A promising anti‑aging therapy, PLoS One. 18 (2023) e0294067.

DOI: 10.1371/journal.pone.0294067

Google Scholar

[8] S. Chen, J. R. Drehmel, and R. L. Penn, Comparing the Growth Mechanisms of Hydrothermally Synthesized ZnO Crystals in the Presence and Absence of Citrate Using Paired Experiments, ACS Omega. 5 (2020) 6069–6073.

Google Scholar

[9] A. H. Farha, A. Alshoaibi, O. Saber, S. A. Mansour, Novel Magnetite (Fe₃O₄)‑Methylcellulose Nanocomposites Synthesized Using the Reverse Co‑Precipitation Approach, J. Compos. Sci. 8 (2024) 282.

DOI: 10.3390/jcs8070282

Google Scholar

[10] M. Alipanah and H. Zareian, Advanced nanomedicine for targeted therapy, Nanomed. Nanotechnol. Biol. Med. 25 (2023) 212–220.

Google Scholar

[11] O. A. Alabrahim, S. Alwahibi, and H. M. E. Azzazy, Nanotechnology-based biosensing platforms: current trends and future perspectives, Nanoscale Adv. 6(2024) 910–924.

Google Scholar

[12] E. A. Kotb, R. A. El‑Shiekh, and W. H. Abd‑Elsalam, Novel antimicrobial agents from natural sources, PLOS ONE. 18 (2023) e0294067.

Google Scholar

[13] H. M. E.-S. Azzazy et al., Smart nanocarriers for controlled drug delivery, ACS Omega. 8 (2023) 1017–1025.

Google Scholar

[14] O. A. Alabrahim, S. Alwahibi, and H. M. E. Azzazy, Recent advances in nanomaterials for biomedical applications, Nanoscale Adv. 6 (2024) 910–924.

Google Scholar

[15] Z. S. Al‑Kharousi, A. S. Mothershaw, and B. Nzeako, Evaluation of antimicrobial properties in traditional foods, Foods. 12 (2023) 3442.

DOI: 10.3390/foods12183442

Google Scholar

[16] A. K. Giri, B. Jena, B. Biswal, A. K. Pradhan, M. Arakha, S. Acharya, and L. Acharya, Antimicrobial and cytotoxic properties of metal-based nanoparticles, Sci. Rep. 12 (2022) 8383.

DOI: 10.1038/s41598-022-12484-y

Google Scholar

[17] A. Mohd Fahim, A. Shahzaib, N. Nishat, A. Jahan, T. A. Bhat, and A. Inam, Functionalized materials for environmental and biomedical applications, JCIS Open. 16 (2024) 100125.

DOI: 10.1016/j.jciso.2024.100125

Google Scholar