This analysis utilizes Box-Behnken design to optimize silver nanoparticle synthesis, revealing antibacterial potential against specific bacteria.
In this study, the authors performed the extraction of Cleistocalyx operculatus leaves, obtaining an extract with a total polyphenol content of 141.646 mgGAE/g dried leaf. The condition was optimized for silver nanoparticle synthesis using the Box-Behnken model with 5 factors and 2 objective functions. The results showed the optimized synthesis conditions: 1.543 mM AgNO3 concentration, a volume ratio of AgNO3 solution to leaf extract of 7.514, a leaf extract volume of 3.362 ml, a temperature of 48.902°C, and a time of 50.956 minutes. The silver nanoparticle solution was synthesized from the AgNO3 precursor solution under optimal conditions, using an ethanol-water extract from C. operculatus leaves as the reducing agent. The formation of silver nanoparticles was observed using a Field Emission Scanning Electron Microscopes (FE-SEM), measuring particle size and the polydispersity index, as well as UV-Vis absorption spectra. The analysis results showed that the synthesized silver nanoparticles had a size of approximately 20-70 nm, with a UV-Vis absorption peak at 445 nm. Additionally, these silver nanoparticles exhibited the ability to inhibit Staphylococcus aureus and Pseudomonas aeruginosa bacteria, with inhibition zone diameters of 12 mm and 16 mm, respectively. The research results indicate the potential application of green nanotechnology in the treatment of bacterial infections.
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Le et al. (2025) studied this question.
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