Eco-Engineered Silver-Diatomite Nanocomposites from Agro-Industrial Waste for Sustainable Antibacterial Agent: A Combined Laboratory and Molecular Simulation Study
1Department of Chemistry, Faculty of Mathematics and Natural Science, University of Mataram, Indonesia, Indonesia
2Research Center for Pharmaceutical Ingredients and Traditional Medicine, Research Organization for Health, National Research and Innovation Agency, Cibinong, Indonesia
3Chemistry Education Division, University of Mataram, Indonesia
4Environmental Science, Faculty of Mathematics and Natural Sciences, University of Mataram, Indonesia, Indonesia
5Department of Applied Chemistry, Chaoyang University of Technology, Taichung, Taiwan
*Author to whom correspondence should be addressed:
E-mail: saprini.h@unram.ac.id (SH)
E-mail: saprini.h@unram.ac.id (SH)
Received: April 28, 2025 | Revised: August 02, 2025 | Accepted: September 13, 2025 | Published: December 2025
Abstract
This study addresses the growing need for sustainable and effective antibacterial agents amid rising antibiotic resistance. We developed eco-friendly silver-natural diatomite nanocomposites (Ag-NDs) from agro-industrial waste using pineapple leaf (PL) extract. The methods employed included a green one-pot synthesis using pineapple leaf extract, which resulted in AgNP-NDs-PL; a conventional calcination method, which produced AgNP-NDs-Calc; and molecular simulation to support the experimental findings. The resulting nanocomposites materials were characterized by Fourier Transform Infrared Spectroscopy (FTIR), Particle Size Analysis (PSA), X-ray Diffraction (XRD), Scanning Electron Microscopy–Energy Dispersive X-ray Spectroscopy (SEM-EDX), Thermogravimetric Analysis (TGA), and Transmission Electron Microscopy (TEM) analyses, followed by antibacterial assays and molecular simulation. The molecular simulations were performed using the Material Studio 7.0 with the calculation of adsorption energies between five major phytochemical constituents in pineapple leaf extract on (Ag(100)) surface. The AgNp-NDs-PL nanocomposites synthesized by green synthesis showed superior antibacterial activity at lower silver concentrations against Pseudomonas aeruginosa and Staphylococcus aureus at lower concentrations due to smaller nanoparticle size and phytochemical synergy. Complementary molecular simulations revealed that strong interactions between Ag(100) and 1,3-O-dicaffeoylglycerol from pineapple leaf extract. This integrated experimental-computational approach offers a novel, sustainable strategy for fabricating potent antibacterial agents aligned with circular economy principles.
Keywords
Agro-industrial waste; Antibacterial; Molecular Simulation; Natural Diatomite Waste; Silver Nanoparticle
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- 1) T. Bruna, F. Maldonado-Bravo, P. Jara, and N. Caro, "Silver nanoparticles and their antibacterial applications," Int. J. Mol. Sci., 22 (13) 7202 (2021) doi:10.3390/ijms22137202
- 2) Md. A. Huq, Md. Ashrafudoulla, M. M. Rahman, S. R. Balusamy, and Shahina Akter "Green synthesis and potential antibacterial applications of bioactive silver nanoparticles: A review," Polymers, 14 (4) 742 (2022) doi:10.3390/polym14040742
- 3) J. B. Deshpande, S. Chakrabarty, and A. A. Kulkarni, "Heterogeneous nucleation in citrate synthesis of AgNPs: Effect of mixing and solvation dynamics," Chem. Eng. J., 421 127753 (2021) doi:10.1016/j.cej.2020.127753
- 4) M. Mahmood, M. Abid, M. F. Nazar, M. N. Zafar, M. A. Raza, M. Ashfaq, A. M. Khan, S. H. Sumrra, and M. Zubair, "The wet chemical synthesis of surfactant-capped quasi-spherical silver nanoparticles with enhanced antibacterial activity," Mater. Adv., 1 (7) 2332-2338 (2020) doi:10.1039/D0MA00408A
- 5) A. K. M. R. Uddin, Md. A. B. Siddique, F. Rahman, A. K. M. A. Ullah, and R. Khan, "Green synthesis of silver nanoparticles using Cocos nucifera leaf extract for enhanced antibacterial activity," J. Inorg. Organomet. Polym. Mater., 30 (9) 3305-3316 (2020) doi:10.1007/s10904-020-01506-9
- 6) Y. K. Loon, M. H. Satari, and W. Dewi, "Antibacterial effect of pineapple (Ananas comosus) extract towards Staphylococcus aureus," Padjadjaran J. Dent., 30 (1) 1 (2018) doi:10.24198/pjd.vol30no1.16099
- 7) S. Hamdiani and Y.-F. Shih, "A green method for synthesis of silver-nanoparticles-diatomite (AgNPs-D) composite from pineapple (Ananas comosus) leaf extract," Indones. J. Chem., 21(3) 740-749 (2022) doi:10.22146/ijc.63573
- 8) B. F. Alowaiesh, H. A. S. Alhaithloul, A. M. Saad, and A. A. Hassanin, "Green Biogenic of Silver Nanoparticles Using Polyphenolic Extract of Olive Leaf Wastes with Focus on Their Anticancer and Antimicrobial Activities," Plants, 12 (6) 1410 (2023) doi:10.3390/plants12061410
- 9) V. Harish, M.M. Ansari, D. Tewari, A. B. Yadav, N. Sharma, S. Bawarig, M. -L. G. -Betancourt, A. Karatutlu, M. Bechelany, A. Barhoum, "Cutting-edge advances in tailoring size, shape, and functionality of nanoparticles and nanostructures: A review," J. Taiwan Inst. Chem. Eng., 149 105010 (2023) doi:10.1016/j.jtice.2023.105010
- 10) S. Hamdiani, Evana, S. Hadisaputra, N. Ismillayli, I. Sumarlan, Sudirman, D. Hermanto, A. P. Sari, "Eco-Friendly Silver-Diatomite Nanocomposite Derived from Soybean Stalk Waste for Sustainable Water Purification: Antibacterial and Photocatalytic Properties," IOP Conf. Ser.: Earth Environ. Sci., vol. 1493(1) 012011 (2025) doi:10.1088/1755-1315/1493/1/012011
- 11) (11) B. Ashok, N. Hariram, S. Siengchin, A. V. Rajulu, "Modification of tamarind fruit shell powder with in situ generated copper nanoparticles by single step hydrothermal method," J. Bioresour. Bioprod., 5 (3) 180-185 (2020) doi:10.1016/j.jobab.2020.07.003
- 12) B. Ashok, K. O. Reddy, K. Yorseng, N. Rajini, N. Hariram, S. Siengchin, and A. V. Rajulu, "Modification of natural fibers from Thespesia lampas plant by in situ generation of silver nanoparticles in single-step hydrothermal method," Int. J. Polym. Anal. Charact., 23 (6) 509-516 (2018) doi:10.1080/1023666X.2018.1486270
- 13) K. Yorseng, S. Siengchin, B. Ashok, A. V. Rajulu, "Nanocomposite egg shell powder with in situ generated silver nanoparticles using inherent collagen as reducing agent," J. Bioresour. Bioprod., 5 (2) 101-107 (2020) doi:10.1016/j.jobab.2020.04.003
- 14) M. H. Asraf, N. S. Sani, C. D. Williams, K. Jemon, N. A. N. N. Malek , "In situ biosynthesized silver nanoparticle-incorporated synthesized zeolite A using Orthosiphon aristatus extract for in vitro antibacterial wound healing," Particuology, 67 27-34 (2022) doi:10.1016/j.partic.2021.09.007
- 15) M. P. Moisés, C. T. P. da Silva, C. A. A. Silva, J. G. Meneguin, G. G. Fonseca, M. R. Guilherme, A. W. Rinaldi, E. M. Girotto, E. Radovanovic, "Preparation of a sustainable Zeolite A using an agroindustry solid waste loaded with silver nanoparticles: Antimicrobial activity study," Mater. Lett., 308 131194 (2022) doi:10.1016/j.matlet.2021.131194
- 16) J. X. Chen, J. Q. Zhu, S. Y. Luo, X. X. Zhong, "A green method to the preparation of the silver-loaded diatomite with enhanced antibacterial properties," Chem. Pap., 74 (2) 8 (2019) doi:10.1007/s11696-019-00917-4
- 17) X. Qi, J. Chen, Q. Li, H. Yang, H. Jiang, Y. Deng, Q. Song, T. Liang, "Antibacterial silver-diatomite nanocomposite ceramic with low silver release," Water Supply, 20 (2) 633-643 (2020) doi:10.2166/ws.2019.195
- 18) A. Gil-Korilis, M. Cojocaru, M. Berzosa, C. Gamazo, N. J. Andrade, K. J. Ciuffi, "Comparison of antibacterial activity and cytotoxicity of silver nanoparticles and silver-loaded montmorillonite and saponite," Appl. Clay Sci., 240 106968 (2023) doi:10.1016/j.clay.2023.106968
- 19) S. Li, B. Mu, H. Zhang, Y. Kang, A. Wang, "Incorporation of silver nanoparticles/curcumin/clay minerals into chitosan film for enhancing mechanical properties, antioxidant and antibacterial activity," Int. J. Biol. Macromol., 223 779-789 (2022) doi:10.1016/j.ijbiomac.2022.11.046
- 20) M. El. Mouzahim, E. M. Eddarai, S. Eladaoui, A. Guenbour, A. Bellaouchou, A. Zarrouk, R. Boussen, "Effect of Kaolin clay and Ficus carica mediated silver nanoparticles on chitosan food packaging film for fresh apple slice preservation,"Food Chem., 410 135470(2023) doi:10.1016/j.foodchem.2023.135470
- 21) A. Saud, S. Gupta, A. Allal, H. Preud’homme, B. Shomar, and S. J. Zaidi, "Progress in the Sustainable Development of Biobased (Nano)materials for Application in Water Treatment Technologies," ACS Omega, 9 (27) 29088-29113 (2024) doi:10.1021/acsomega.3c08883
- 22) Y. Luo, S. Shen, J. Luo, X. Wang, R. Sun, "Green synthesis of silver nanoparticles in xylan solution via Tollens reaction and their detection for Hg2+," Nanoscale, 7 (2) 690-700 (2015) doi:10.1039/C4NR05999A
- 23) J. Marczyk, K. Pławecka, M. Hebdowska-Krupa, M. Nykiel, M. Łach, "Research on diatomite from Polish deposits and the possibilities of its use," J. Achiev. Mater. Manuf. Eng., 115 (1), 5-15 (2022) doi:10.5604/01.3001.0016.2337
- 24) A. Sardo, I. Orefice, S. Balzano, L. Barra, and G. Romano, "Mini-Review: Potential of Diatom-Derived Silica for Biomedical Applications," Appl. Sci., 11 (10) 4533 (2021) doi:10.3390/app11104533
- 25) L. Gao, L. Wang, L. Yang, Y. Zhao, N. Shi, C. An, Y. Sun, J. Xie, H. Wang, Y. Song, Y. Ren, "Preparation, characterization and antibacterial activity of silver nanoparticle/graphene oxide/diatomite composite," Appl. Surf. Sci., 484 628-636 (2019) doi:10.1016/j.apsusc.2019.04.153
- 26) K. H. Min, J. W. Shin, M. -R. Ki, S. P. Pack, "Green synthesis of silver nanoparticles on biosilica diatomite: Well-dispersed particle formation and reusability," Process Biochem., 125 232-238 (2023) doi:10.1016/j.procbio.2022.12.018
- 27) Accelrys Software Inc. (2011). Materials Studio, Version 7.0. San Diego: Accelrys Inc
- 28) C. Ma, S. Xiao, Z. Li, W. Wang, and L. Du, "Characterization of active phenolic components in the ethanolic extract of Ananas comosus L. leaves using high-performance liquid chromatography with diode array detection and tandem mass spectrometry," Journal of Chromatography A, 1165 (1-2) 39-44 (2007) doi:10.1016/j.chroma.2007.07.060
- 29) O. Pryshchepa, P. Pomastowski, B. Buszewski, "Silver nanoparticles: Synthesis, investigation techniques, and properties," Adv. Colloid Interface Sci., 284 102246 (2020) doi:10.1016/j.cis.2020.102246
- 30) Z. Hu, S. Zheng, J. Li, S. Zhang, M. Liu, Z. Wang, J. Li, H. Sun, "Pore structure and surface properties of diatomite with mechanical grinding and its influence on humidity control performance," Physicochem. Probl. Miner. Process., 58 (6) 153509 (2022) doi:10.37190/ppmp/153509
- 31) S. Kasim, S. Dali, and M. Rahmah, "Synthesis of silver nanoparticles using bioreductors from clove leaf extract (Syzygium aromaticum) and test of its antibacterial activity," J. Phys. Conf. Ser., 1763 (1) 012051 (2021) doi:10.1088/1742-6596/1763/1/012051
- 32) J. Fowsiya and G. Madhumitha, "Biomolecules Derived from Carissa edulis for the Microwave Assisted Synthesis of Ag2O Nanoparticles: A Study Against S. incertulas, C. medinalis and S. mauritia," J. Clust. Sci., 30 (5) 1243-1252 (2019) doi:10.1007/s10876-019-01627-3
- 33) S. P. Diggle and M. Whiteley, "Microbe Profile: Pseudomonas aeruginosa: opportunistic pathogen and lab rat: This article is part of the Microbe Profiles collection.," Microbiology, 166 (1) 30-33 (2020) doi:10.1099/mic.0.000860
- 34) M. E. Perez, R. G. Fenoll, S. M. Bayo, R. M. M. Álvarez, V. F. Millán, M. C. V. Usón, M. P. P. Ruiz, J. M. A. Mainar, M. C. M. Jiménez, C. R. Paesa, "Impact of Staphylococcus aureus bacteremia in COVID-19 patients," Rev. Esp. Quimioter., 35 (5) 468-474 (2022) doi:10.37201/req/022.2022
- 35) I. Falces-Romer, I. Bloise, J. García-Rodríguez, E. Cendejas-Bueno, "Staphylococcus aureus bacteremia in patients with SARS-CoV-2 infection," Med. Clínica Engl. Ed., 160 (11) 495-498 (2023) doi:10.1016/j.medcle.2023.05.007
- 36) A. Baran, C. Keskin, M. F. Baran, I. Huseynova, R. Khalilov, A. Eftekhari, S. Irtegun-Kandemir, D. E. Kavak, "Ecofriendly Synthesis of Silver Nanoparticles Using Ananas comosus Fruit Peels: Anticancer and Antimicrobial Activities," Bioinorganic Chemistry and Applications, 2021 1-8 (2021) doi:10.1155/2021/2058149
- 37) I. Wojtczak, W. Brzozowska, V. Railean, Z. Bekissanova, G. Trykowski, and M. Sprynskyy, "Diatomaceous Biosilica Doped with Heteroepitaxially Growing Ag/AgCl/CeO2 Composite Nanoparticles: Synthesis, Characterisation and Antibacterial Application," J Clust Sci, 35 (2) 429-442 (2024) doi:10.1007/s10876-023-02492-x
- 38) S. A. Hashib, N. F. M. Zain, and M. N. M. Zain, "Green synthesis of silver nanoparticles using pineapple peel extract and the study of their antibacterial activity," J. Fundam. Appl. Sci., 10 (5) 129-139 (2018)
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