Main Article Content

Abstract

This study developed a green synthesis approach for silver nanoparticles (AgNPs) using ethanolic extracts of Chromolaena odorata leaves (LCo) collected from geothermal areas, followed by post-synthesis incorporation of patchouli oil (PO) to improve antimicrobial performance. The synthesis was optimized using Response Surface Methodology (RSM) based on AgNO₃ concentration and pH, with surface plasmon resonance (SPR) as the response indicator. Successful formation of AgNPs was confirmed by characteristic SPR absorption in the visible region. Structural and morphological analyses indicated the involvement of plant-derived functional groups in nanoparticle stabilization, with predominantly spherical particles and some aggregation observed. Antimicrobial testing against Staphylococcus aureus, Escherichia coli, and Candida albicans showed that the PO-AgNPs-LCo system exhibited a slightly higher inhibition zone compared to AgNPs-LCo alone, indicating a marginal enhancement in antimicrobial activity. These results suggest that geothermal-derived plant extracts can be effectively utilized for AgNPs synthesis, while post-synthesis incorporation of natural oils may provide additional functional modification. However, the observed enhancement remains limited, indicating the need for further optimization and mechanistic studies. Overall, this work highlights a simple and eco-friendly route for developing plant-based antimicrobial nanomaterials.

Keywords

Green synthesis Nanoparticle characterization Geothermal-sourced plant Response surface methodology Microbial assay

Article Details

How to Cite
Pebriani, L. N., Kemala, P., Idroes, G. M., Fatriasari, W., Khairan, K., & Idroes, R. (2026). Sustainable Plant-Assisted Production of Silver Nanoparticle Hybrids for Antimicrobial Use: Insights from Chromolaena odorata and Patchouli Oil. Grimsa Journal of Science Engineering and Technology, 4(1), 42–59. https://doi.org/10.61975/gjset.v4i1.117

References

  1. Maulana I, Fasya D, Ginting B. Biosynthesis of Cu Nanoparticles Using Polyalthia Longifolia Roots Extracts for Antibacterial, Antioxidant and Cytotoxicity Applications. Materials Technology 2022;37:2517–21. https://doi.org/10.1080/10667857.2022.2044217.
  2. Althubiti AA, Alsudir SA, Alfahad AJ, Alshehri AA, Bakr AA, Alamer AA, et al. Green Synthesis of Silver Nanoparticles Using Jacobaea Maritima and the Evaluation of Their Antibacterial and Anticancer Activities. International Journal of Molecular Sciences 2023;24. https://doi.org/10.3390/ijms242216512.
  3. Singh H, Du J, Yi TH. Biosynthesis of Silver Nanoparticles Using Aeromonas Sp. THG-FG1.2 and Its Antibacterial Activity against Pathogenic Microbes. Artificial Cells, Nanomedicine and Biotechnology 2017;45:584–90. https://doi.org/10.3109/21691401.2016.1163715.
  4. Rumangu CP, Fatimawali F, Manampiring AE, Kepel BJ, Budiarso FDH, Bodhi W. Evaluating the Efficacy of Clerodendrum Minahassae Ethanol Extract on Insulin Regulation in Diabetic Wistar Rats. Malacca Pharmaceutics 2024;2:18–23. https://doi.org/10.60084/mp.v2i1.137.
  5. Szewczuk MA, Zych S, Oster N, Karakulska J. Activity of Patchouli and Tea Tree Essential Oils against Staphylococci Isolated from Pyoderma in Dogs and Their Synergistic Potential with Gentamicin and Enrofloxacin. Animals 2023;13. https://doi.org/https://doi.org/10.3390/ani13081279.
  6. Crisan CM, Mocan T, Manolea M, Lasca LI, Tăbăran FA, Mocan L. Review on Silver Nanoparticles as a Novel Class of Antibacterial Solutions. Applied Sciences (Switzerland) 2021;11:1–18. https://doi.org/10.3390/app11031120.
  7. Fakri F, Harahap SP, Muhni A, Khairan K, Hewindati YT, Idroes GM. Antimicrobial Properties of Medicinal Plants in the Lower Area of Ie Seu-Um Geothermal Outflow, Indonesia. Malacca Pharmaceutics 2023;1:55–61. https://doi.org/10.60084/mp.v1i2.44.
  8. Pryshchepa O, Pomastowski P, Buszewski B. Silver Nanoparticles : Synthesis , Investigation Techniques , and Properties. Advances in Colloid and Interface Science 2020;284:87–100. https://doi.org/10.1016/j.cis.2020.102246.
  9. Jaswal T, Gupta J. A Review on the Toxicity of Silver Nanoparticles on Human Health. Materials Today: Proceedings 2021. https://doi.org/10.1016/j.matpr.2021.04.266.
  10. Salsabila I, Khairan K, Kemala P, Idroes GM, Isnaini N, Maulydia NB, et al. Hybrid Handwash with Silver Nanoparticles from Calotropis Gigantea Leaves and Patchouli Oil: Development and Properties. Malacca Pharmaceutics 2024;2:52–62. https://doi.org/10.60084/mp.v2i2.206.
  11. Abubakar A, Yusuf H, Syukri M, Nasution R, Karma T, Munawar AA, et al. Chemometric Classification of Geothermal and Non-Geothermal Ethanol Leaf Extract of Seurapoh (Chromolaena Odorata Linn) Using Infrared Spectroscopy. IOP Conference Series: Earth and Environmental Science 2021;667:012070. https://doi.org/10.1088/1755-1315/667/1/012070.
  12. Nuraskin C, Marlina, Idroes R, Soraya C, Djufri. Identification of Secondary Metabolite of Laban Leaf Extract (Vitex Pinnata L) from Geothermal Areas and Non-Geothermal of Agam Mountains in Aceh Besar, Aceh Province, Indonesia. Rasayan Journal of Chemistry 2020;13:18–23. https://doi.org/10.31788/RJC.2020.1315434.
  13. Harera CF, Maysarah H, Kemala P, Idroes GM, Maulydia NB, Patwekar M, et al. Geothermal Flora and AgNPs Synergy: A Study on the Efficacy of Lantana Camara and Acrostichum Aureum-Infused Hand Sanitizers. Grimsa Journal of Science Engineering and Technology 2024;2:52–9. https://doi.org/10.61975/gjset.v2i2.38.
  14. Idroes GM, Khairan K, Suhartono E, Prasetio R, Idroes GM, Suhendrayatna S. Resilience and Adaptation: Plant Ecology in Indonesia’s Geothermal Environments. Leuser Journal of Environmental Studies 2025;3:44–55. https://doi.org/10.60084/ljes.v3i1.294.
  15. Kemala P, Idroes R, Khairan K, Ramli M, Ginting B, Helwani Z, et al. Eco-Friendly Synthesis of Silver Nanoparticles: Enhancing Optimization Reaction, Characterization, and Antimicrobial Properties with Lantana Camara from Geothermal Area. South African Journal of Chemical Engineering 2025;51:57–67. https://doi.org/10.1016/j.sajce.2024.11.002.
  16. Parmar A, Kapil S, Sachar S, Sharma S. Design of Experiment Based Methodical Optimization and Green Syntheses of Hybrid Patchouli Oil Coated Silver Nanoparticles for Enhanced Antibacterial Activity. Current Research in Green and Sustainable Chemistry 2020;3:100016. https://doi.org/10.1016/j.crgsc.2020.100016.
  17. Kemala P, Khairan K, Ramli M, Helwani Z, Rusyana A, Lubis VF, et al. Optimizing Antimicrobial Synergy: Green Synthesis of Silver Nanoparticles from Calotropis Gigantea Leaves Enhanced by Patchouli Patchouli Oil. Narra J 2024;4:e800.
  18. Li X, Wang L, Wang B. Optimization of Encapsulation Efficiency and Average Particle Size of Hohenbuehelia Serotina Polysaccharides Nanoemulsions Using Response Surface Methodology. Food Chemistry 2017;229:479–86. https://doi.org/https://doi.org/10.1016/j.foodchem.2017.02.051.
  19. Homayoonfal M, Khodaiyan F, Mousavi M. Modelling and Optimising of Physicochemical Features of Walnut-Oil Beverage Emulsions by Implementation of Response Surface Methodology: Effect of Preparation Conditions on Emulsion Stability. Food Chemistry 2015;174:649–59. https://doi.org/https://doi.org/10.1016/j.foodchem.2014.10.117.
  20. Nisah K, Fahrina A, Rizki DR, Puspita K. Optimization of Starch—κ-Carrageenan Hybrid Film as Drug Delivery System Using Response Surface Method. Heca Journal of Applied Sciences 2023;1:19–23. https://doi.org/https://doi.org/10.60084/hjas.v1i1.10.
  21. Helwani Z, Amraini SZ, Abd Rahman S, Zahrina I, Julhijah N, Ulfaa SM. Environmental Benefits of Palm Oil Biodiesel Enhancement: Urea Complexation Optimization via RSM. Leuser Journal of Environmental Studies 2024;2:62–74. https://doi.org/10.60084/ljes.v2i2.214.
  22. Adameyo, Igbalaye, Awote, Saibu, Kanmodi, Shittu, et al. Antidiabetic, Anti-Inflammatory and Antioxidant Potential of Green Synthesized Silver Nanoparticles Using Fresh Aqueous Leaf Extract of Chromolaena Odorata. International Journal of Research and Review 2022;9:182–93. https://doi.org/10.52403/ijrr.20220526.
  23. Musman M. Kimia bahan alam laut. Banda Aceh: Syiah Kuala University Press; 2013.
  24. Indriaty, Djufri, Ginting B, Hasballah K. Phytochemical Screening , Phenolic and Flavonoid Content , and Antioxidant Activity of Rhizophoraceae Methanol Extract from Langsa , Aceh , Indonesia. Biodiversitas 2023;24:2865–76. https://doi.org/10.13057/biodiv/d240541.
  25. Sorubavalli U, Vadivazhagi MK, Vadivelu J. Antioxidant and Antimicrobial Activity of Calotrophis Mediated Silver Nanoparticles. Journal Of Composition Theory 2019;XII:303–12.
  26. Burlec AF, Hancianu M, Macovei I, Mircea C, Fifere A, Turin-Moleavin I-A, et al. Eco-Friendly Synthesis and Comparative In Vitro Biological Evaluation of Silver Nanoparticles Using Tagetes Erecta Flower Extracts. Applied Sciences 2022;12. https://doi.org/https://doi.org/10.3390/app12020887.
  27. Nayem SMA, Sultana N, Haque A, Miah B, Hasan M, Islam T, et al. Green Synthesis of Gold and Silver Nanoparticles by Using Amorphophallus Paeoniifolius Tuber Extract and Evaluation of Their Antibacterial Activity. Molecules 2020;25:1–14. https://doi.org/10.3390/molecules25204773.
  28. Mare AD, Man A, Ciurea CN, Toma F, Cighir A, Bert L. Silver Nanoparticles Biosynthesized with Spruce Bark Extract — A Molecular Aggregate with Antifungal Activity against Candida Species 2021:1–14.
  29. Idroes R, Yusuf M, Alatas M, Subhan, Lala A, Muhammad, et al. Geochemistry of Sulphate Spring in the Ie Jue Geothermal Areas at Aceh Besar District, Indonesia. IOP Conference Series: Materials Science and Engineering 2019;523:012012. https://doi.org/10.1088/1757-899X/523/1/012012.
  30. Kemala P, Idroes R, Khairan K, Tallei TE, Ramli M, Efendi R. Green Synthesis of Silver Nanoparticles Using Calotropis gigantea And Its Characterization Using UV-Vis Spectroscopy. IOP Conf. Ser. Earth Environ. Sci., vol. 951, 2021, p. 012090. https://doi.org/10.1088/1755-1315/951/1/012090.
  31. Olawale F, Olofinsan K, Iwaloye O. Biological Activities of Chromolaena Odorata: A Mechanistic Review. South African Journal of Botany 2022;144:44–57. https://doi.org/https://doi.org/10.1016/j.sajb.2021.09.001.
  32. Venkatachalam S. Chapter 6. Ultraviolet and visible spectroscopy studies of nanofillers and their polymer nanocomposites. Elsevier Inc.; 2016. https://doi.org/10.1016/B978-0-323-40183-8.00006-9.
  33. Rakib-Uz-Zaman SM, Apu EH, Muntasir MN, Mowna SA, Khanom MG, Jahan SS, et al. Biosynthesis of Silver Nanoparticles from Cymbopogon Citratus Leaf Extract and Evaluation of Their Antimicrobial Properties. Challeges 2022;13:http://doi.org/10.3390/challe13010018.
  34. Al-otibi F, Al-ahaidib RA, Alharbi RI, Al-otaibi RM, Albasher G. Antimicrobial Potential of Biosynthesized Silver Nanoparticles by Aaronsohnia Factorovskyi Exract. Molecules 2021;26:1–13. https://doi.org/https://doi.org/10.3390/molecules26010130.
  35. Alahmad A, Al-zereini WA, Hijazin TJ, Al-madanat OY, Alghoraibi I, Al-qaralleh O, et al. Green Synthesis of Silver Nanoparticles Using Hypericum Perforatum L . Aqueous Extract with the Evaluation of Its Antibacterial Activity against Clinical and Food Pathogens. Pharmaceutics 2022;14. https://doi.org/10.3390/pharmaceutics14051104.
  36. Fertahi S, Ilsouk M, Zeroual Y, Oukarroum A. Recent Trends in Organic Coating Based on Biopolymers and Biomass for Controlled and Slow Release Fertilizers. Journal of Controlled Release 2021;330:341–61. https://doi.org/10.1016/j.jconrel.2020.12.026.
  37. Govindan L, Anbazhagan S, Altemimi AB, Lakshminarayanan K, Kuppan S, Pratap-Singh A, et al. Efficacy of Antimicrobial and Larvicidal Activities of Green Synthesized Silver Nanoparticle Using Leaf Extract of Plumbago Auriculata Lam. Plants 2020;9. https://doi.org/10.3390/plants9111577.
  38. Kemala P, Khairan K, Ramli M, Idroes GM, Mirda E, Ningsih DS, et al. Characterizing the Size Distribution of Silver Nanoparticles Biofabricated Using Calotropis Gigantea from Geothermal Zone. Heca Journal of Applied Sciences 2023;1:30–6. https://doi.org/10.60084/hjas.v1i2.21.
  39. Khairan K, Hasan M, Idroes R, Muhamamd D. Fabrication and Evaluation of Polyvinyl Alcohol / Corn Nanoparticles Biosynthesized in Pogostemon Cablin Benth. Molecules 2023;28.
  40. Majeed SA, Sekhosana KE, Tuhl A. Progress on Phthalocyanine-Conjugated Ag and Au Nanoparticles: Synthesis, Characterization, and Photo-Physicochemical Properties. Arabian Journal of Chemistry 2020;13:8848–87. https://doi.org/10.1016/j.arabjc.2020.10.014.
  41. Gemishev O, Panayotova M, Gicheva G, Mintcheva N. Green Synthesis of Stable Spherical Monodisperse Silver Nanoparticle Using a Cell-Free Extract of Trichoderma Reesei. Materials 2022;15. https://doi.org/https://doi.org/10.3390/mal15020481.
  42. Ali EM, Abdallah BM. Effective Inhibition of Candidiasis Using an Eco- Friendly Leaf Extract of Calotropis-Gigantean-Mediated Silver Nanoparticles. Nanomaterials 2020;10:1–16. https://doi.org/10.3390/nano10030422.
  43. Tanase C, Berta L, Coman A, Ros I, Man A, Toma F, et al. Antibacterial and Antioxidant Potential of Silver Nanoparticles Biosynthesized Using the Spruce Bark Extract. Nanomaterials 2019;9. https://doi.org/10.3390/nano9111541.
  44. Kemala P, Idroes R, Khairan K, Ramli M, Jalil Z, Idroes GM, et al. Green Synthesis and Antimicrobial Activities of Silver Nanoparticles Using Calotropis Gigantea from Ie Seu-Um Geothermal Area, Aceh Province, Indonesia. Molecules (Basel, Switzerland) 2022;27:1–13. https://doi.org/10.3390/molecules27165310.
  45. Kartini K, Alviani A, Anjarwati D, Fanany AF, Sukweenadhi J, Avanti C. Process Optimization for Green Synthesis of Silver Nanoparticles Using Indonesian Medicinal. Processes 2020;8. https://doi.org/10.3390/pr8080998.
  46. Alkhathlan AH, Al-abdulkarim HA, Khan M, Khan M. Ecofriendly Synthesis of Silver Nanoparticles Using Aqueous Extracts of Zingiber o Ffi Cinale (Ginger ) and Nigella Sativa L . Seeds (Black Cumin ) and Comparison of Their Antibacterial Potential. Sustainability 2020;12. https://doi.org/10.3390/su122410523.
  47. Haggag EG, Elshamy AM, Rabeh MA, Gabr NM, Salem M, Youssif KA, et al. Antiviral Potential of Green Synthesized Silver Nanoparticles of Lampranthus Coccineus And Malephora Lutea. International Journal of Nanomedicine 2019;14:6217–29. https://doi.org/10.2147/IJN.S214171.
  48. Vorobyova V, Vasyliev G, Uschapovskiy D, Lyudmyla K, Skiba M. Green Synthesis, Characterization of Silver Nanoparticals for Biomedical Application and Environmental Remediation. Journal of Microbiological Methods 2022;193:106384. https://doi.org/10.1016/j.mimet.2021.106384.
  49. Urnukhsaikhan E, Bold BE, Gunbileg A, Sukhbaatar N, Mishig-Ochir T. Antibacterial Activity and Characteristics of Silver Nanoparticles Biosynthesized from Carduus Crispus. Scientific Reports 2021;11:1–12. https://doi.org/10.1038/s41598-021-00520-2.
  50. Salleh A, Naomi R, Utami ND, Mohammad AW, Mahmoudi E, Mustafa N, et al. The Potential of Silver Nanoparticles for Antiviral and Antibacterial Applications: A Mechanism of Action. Nanomaterials 2020;10:1–20. https://doi.org/10.3390/nano10081566.
  51. Ajlouni A-W, Hamdan EH, Eid ARA, Shaik MR, Khan M, Kuniyil M, et al. Green Synthesis of Silver Nanoparticles Using Aerial Part Extract of the Anthemis Pseudocotula Boiss. Plant and Their Biological Activity. Molecules 2023;28. https://doi.org/https://doi.org/10.3390/molecules28010246.
  52. Gaddam S, Kotakadi VS, D.V.R. S, Yakkate S, Reddy A. Efficient and Robust Biofabrication of Silver Nanoparticles by Cassia Alata Leaf Extract and Their Antimicrobial Activity. Journal of Nanostructure Chemistry 2014;4:1–9. https://doi.org/10.1007/s40097-014-0082-5.
  53. Rodriguez-Loya J, Lerma M, Gardea-Torresdey JL. Dynamic Light Scattering and Its Application to Control Nanoparticle Aggregation in Colloidal Systems: A Review. Micromachines 2024;15. https://doi.org/10.3390/mi15010024.
  54. Filippov SK, Khusnutdinov R, Murmiliuk A, Inam W, Zakharova LY, Zhang H, et al. Dynamic Light Scattering and Transmission Electron Microscopy in Drug Delivery: A Roadmap for Correct Characterization of Nanoparticles and Interpretation of Results. Materials Horizons 2023;10:5354–70. https://doi.org/10.1039/d3mh00717k.
  55. Teulon JM, Godon C, Chantalat L, Moriscot C, Cambedouzou J, Odorico M, et al. On the Operational Aspects of Measuring Nanoparticle Sizes. Nanomaterials 2019;9. https://doi.org/10.3390/nano9010018.
  56. He L, Zahn DRT, Madeira TI. Photocatalytic Performance of Sol-Gel Prepared TiO2 Thin Films Annealed at Various Temperatures. Materials 2023;16. https://doi.org/10.3390/ma16155494.
  57. Bishoyi AK, Sahoo CR, Samal P, Mishra NP, Jali BR, Khan MS, et al. Unveiling the Antibacterial and Antifungal Potential of Biosynthesized Silver Nanoparticles from Chromolaena Odorata Leaves. Scientific Reports 2024;14:1–15. https://doi.org/10.1038/s41598-024-57972-5.
  58. Tripathi N, Goshisht MK. Recent Advances and Mechanistic Insights into Antibacterial Activity, Antibiofilm Activity, and Cytotoxicity of Silver Nanoparticles. ACS Applied Bio Materials 2022;5:1391–463. https://doi.org/10.1021/acsabm.2c00014.
  59. Kantarciyan A, Segovia-Campos I, Slaveykova VI. Evaluating Cell Surface Extraction Methods for Improved Assessment of Silver Nanoparticle Bioaccumulation. Aquatic Toxicology 2025;283:107340. https://doi.org/https://doi.org/10.1016/j.aquatox.2025.107340.
  60. Ding S, Zheng L, Tao T, Li Q, Cai J, Zhou Q, et al. Silver Nanoparticles Priming for Drought Tolerance in Wheat: Insights from Antioxidant System Activation and Stress Memory. Chemical and Biological Technologies in Agriculture 2025;12:57. https://doi.org/10.1186/s40538-025-00778-y.
  61. Jaffar SS, Saallah S, Misson M, Siddiquee S, Roslan J, Lenggoro W. Green Synthesis of Flower-Like Carrageenan-Silver Nanoparticles and Elucidation of Its Physicochemical and Antibacterial Properties. Molecules 2023;28. https://doi.org/10.3390/molecules28020907.