Engineering & Technologyarticle2026-09-16

Development and investigation of a NiO/ZnO@PPy-modified glassy carbon electrode for electrochemical sensing of metronidazole in environmental samples: Experimental and DFT studies

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Abstract

Metronidazole (MTZ) is widely prescribed as an antimicrobial drug, and its extensive use in animal farming has led to its accumulation in the environment, posing significant risks to human health and the environment. In this study, nickel and zinc oxide (NiO/ZnO) composite materials were incorporated with polypyrrole (PPy) on a modified glassy carbon electrode (GCE) to fabricate a NiO/ZnO@PPy/GCE sensor for the electrochemical reduction of MTZ in tap water and river water samples. The physicochemical and structural properties of the NiO/ZnO@PPy composite were analyzed using XRD, FT-IR, Raman spectroscopy, SEM, and EDS. In addition, the molecular chemical reactivity of MTZ molecules was investigated using density functional theory (DFT)-based reactivity descriptors. The fabricated NiO/ZnO@PPy/GCE sensor exhibited excellent electrochemical performance for MTZ detection, with electrochemical experiments conducted using differential pulse voltammetry (DPV) and cyclic voltammetry (CV) in PBS at pH 7. The sensor achieved a low limit of detection (LOD) of 0.2368 μM, a wide linear concentration range of 2–300 μM, and a high sensitivity of 3.5166 μA/μM·cm 2 , along with remarkable reproducibility, repeatability, and stability. Furthermore, the real-world applicability of the developed sensor was evaluated through real-sample analysis of tap and river water, yielding satisfactory recovery rates ranging from 97.6578% to 98.3394%. These results indicate that the developed NiO/ZnO@PPy/GCE sensor represents a promising strategy for the reliable quantification of MTZ in real environmental applications.

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View paper (DOI)Open access versionOpenAlexJournal of Water Process EngineeringPublished 2026-09-16

Authors: Hamza Al-Boufarissi, Widad El Hayaoui, Jamal Talebi, Wail El Mouhri, Iliass Nadif, Naoual Tajat, Abdallah El-Asri, Abdessalam Bouddouch, Akhtar Hayat, Malika Tamimi, Samir Qourzal, Najla Fourati, Sohayb Khaoulani, Chouki Zerrouki, Idriss Bakas

Institutions: Conservatoire National des Arts et Métiers, Centre National de la Recherche Scientifique, Islamic University of Madinah, Université Moulay Ismail de Meknes, Chouaib Doukkali University, Instituto Superior da Maia, Université Ibn Zohr, Laboratoire des systèmes et applications des technologies de l'information et de l'énergie