Evaluation of rainbow trout response to the optimal anesthetic concentration of citronella oil (Cymbopogon nardus) predicted by artificial neural network

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Özet

Anesthesia practices in aquaculture are important for preventing potential stress in fish. For this purpose, interest in natural anesthetic agents as substitute for currently used synthetic anesthetics has increased. In this context, the present study demonstrated the anesthetic efficacy of citronella oil (Cymbopogon nardus) in rainbow trout (Oncorhynchus mykiss) individuals. Based on an artificial neural network (ANN) model derived from preliminary studies, the optimal anesthetic concentration for rainbow trout individuals was estimated as 90 μL L−1. Validation of the concentration predicted by ANN revealed no time-dependent hematological or histological effects on fish to citronella oil. Furthermore, biochemical tests revealed that the partial post-anesthesia increase in ALT and AST values was transient and negligible in light of histological findings. Although oxidative stress was observed during the acute period, the enzymatic activity of SOD and CAT effectively reduced the oxidative damage, demonstrating their role in protecting the fish from oxidative stress. The antioxidant activity observed was temporary, returning to baseline levels without any accompanying tissue damage at the tested concentration. Behavioral monitoring further indicated a swift reduction in motor activity followed by a smooth recovery process, with no evident signs of stress or avoidance behaviour. Overall, these results position citronella oil as a promising natural anesthetic for rainbow trout under the studied parameters. That said, further studies involving various solvents, temperature ranges, and fish species are necessary to comprehensively establish its efficacy and safety.

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AlanDeğerDil
dc.contributor.authorMinaz, Mert
dc.contributor.authorFélix, Luís M.
dc.contributor.authorEr, Akif
dc.contributor.authorKöse, Özay
dc.contributor.authorAk, Kübra
dc.contributor.authorAlparslan, Cem
dc.contributor.authorSerdar, Osman
dc.contributor.authorAydın, Baki
dc.contributor.authorKurtul, Irmak
dc.contributor.authorHoseini, Seyyed Morteza
dc.date.accessioned2026-10-28T14:47:59.064374874Z
dc.date.available2026-10-28T14:47:59.064374874Z
dc.date.issued2026
dc.description.abstractAnesthesia practices in aquaculture are important for preventing potential stress in fish. For this purpose, interest in natural anesthetic agents as substitute for currently used synthetic anesthetics has increased. In this context, the present study demonstrated the anesthetic efficacy of citronella oil (Cymbopogon nardus) in rainbow trout (Oncorhynchus mykiss) individuals. Based on an artificial neural network (ANN) model derived from preliminary studies, the optimal anesthetic concentration for rainbow trout individuals was estimated as 90 μL L−1. Validation of the concentration predicted by ANN revealed no time-dependent hematological or histological effects on fish to citronella oil. Furthermore, biochemical tests revealed that the partial post-anesthesia increase in ALT and AST values was transient and negligible in light of histological findings. Although oxidative stress was observed during the acute period, the enzymatic activity of SOD and CAT effectively reduced the oxidative damage, demonstrating their role in protecting the fish from oxidative stress. The antioxidant activity observed was temporary, returning to baseline levels without any accompanying tissue damage at the tested concentration. Behavioral monitoring further indicated a swift reduction in motor activity followed by a smooth recovery process, with no evident signs of stress or avoidance behaviour. Overall, these results position citronella oil as a promising natural anesthetic for rainbow trout under the studied parameters. That said, further studies involving various solvents, temperature ranges, and fish species are necessary to comprehensively establish its efficacy and safety.
dc.description.sponsorshipFundação para a Ciência e a Tecnologia, FCT, (UID/04033/2023)
dc.description.sponsorshipFundação para a Ciência e a Tecnologia, FCT
dc.description.sponsorshipCentre for the Research and Technology of Agro-Environmental and Biological Sciences, University of Trás-os-Montes and Alto Douro, CITAB, (LA/P/0126/2020)
dc.description.sponsorshipCentre for the Research and Technology of Agro-Environmental and Biological Sciences, University of Trás-os-Montes and Alto Douro, CITAB
dc.identifier.articlenumber743326
dc.identifier.doi10.1016/j.aquaculture.2025.743326
dc.identifier.eissn1873-5622
dc.identifier.issn0044-8486
dc.identifier.scopus2-s2.0-105018960734
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/619
dc.identifier.volume613
dc.identifier.wosWOS:001604071700001
dc.language.isoen
dc.publisherElsevier B.V.
dc.relation.ispartofAquaculture
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectANN
dc.subjectArtificial intelligence
dc.subjectFish anesthesia
dc.subjectMathematical model
dc.subjectOncorhynchus mykiss
dc.subjectOxidative stress
dc.subject.otheranesthetic
dc.subject.otherantioxidant
dc.subject.otherartificial neural network
dc.subject.otherbehavioral response
dc.subject.otherconcentration (composition)
dc.subject.otheressential oil
dc.subject.otherfinfish
dc.subject.othernumerical model
dc.subject.otheroxidative stress
dc.titleEvaluation of rainbow trout response to the optimal anesthetic concentration of citronella oil (Cymbopogon nardus) predicted by artificial neural network
dc.typeArticle
rdl.citation.scopus4
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.source.indexSCOPUS
rdl.source.indexWOS