Meta-Analysis of the Causality of Deformations in Marine Fish Larvae Culture

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dc.authoridEMİNÇE SAYGI, Hülya/0000-0002-3408-6709
dc.authoridTekoğul, Hatice/0000-0002-9755-8339
dc.authoridGÜLEÇ, FATİH/0000-0002-7077-7363
dc.authoridFIRAT, MUAMMER KURSAT/0000-0003-1470-209X
dc.authoridOZDEN, OSMAN/0000-0003-3638-6657
dc.authoridCoban, Deniz/0000-0001-7058-3123
dc.contributor.authorTekogul, Hatice
dc.contributor.authorEmince Saygi, Huelya
dc.contributor.authorFirat, Muammer Kursat
dc.contributor.authorHekimoglu, Muege Aliye
dc.contributor.authorSaka, Sahin
dc.contributor.authorSuzer, Cueneyt
dc.contributor.authorOzden, Osman
dc.date.accessioned2024-08-31T07:50:14Z
dc.date.available2024-08-31T07:50:14Z
dc.date.issued2023
dc.departmentEge Üniversitesien_US
dc.description.abstractThe development of deformities in farmed fish is largely the result of abiotic, biotic, and xenobiotic factors, information deficiencies in optimizing nutrition, and the genetic background to which the fish are exposed in their early life stages. In general, skeletal anomalies are considered to have significant adverse effects on animal welfare, biological performance of farmed fish, product quality, and production costs. In the data obtained by the meta-analysis method, the presence of negative effects on the formal structures of fish was found, regardless of the region, duration, stage, factor, stock density, and method used to detect deformation. In this regard, in the studies considered within the deformation region/type, 46% of deformities were found in the spine, 37% in the head, and 16% in the total skeleton. In turn, the results of the meta-analysis showed that the percentages of the apparent value were 35.82% in the spine, 33.12% in the skeleton, and 31.06% in the head. The deformation rate had an overall negative effect on the functional characteristics of the fish, regardless of the variables considered. In addition, all statistically significant individual response variables had a negative effect size. In the future, advanced statistical tools such as Bayesian meta-analysis, network meta-analysis, and meta-regression analysis can be used to explore more complex data structures. The rapid development of artificial intelligence techniques will increase the efficiency of data collection and the robustness of results for meta-analysis studies in aquaculture and other fields.en_US
dc.identifier.doi10.1155/2023/9932995
dc.identifier.issn1355-557X
dc.identifier.issn1365-2109
dc.identifier.scopus2-s2.0-85181971338en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1155/2023/9932995
dc.identifier.urihttps://hdl.handle.net/11454/105161
dc.identifier.volume2023en_US
dc.identifier.wosWOS:001137299600001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofAquaculture Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz20240831_Uen_US
dc.subjectRed-Sea Breamen_US
dc.subjectGadus-Morhua L.en_US
dc.subjectBass Dicentrarchus-Labraxen_US
dc.subjectSole Solea-Senegalensisen_US
dc.subjectEpinephelus-Marginatus Loween_US
dc.subjectLatris-Lineata Larvaeen_US
dc.subjectPagrus-Major Temmincken_US
dc.subjectDietary Vitamin-Aen_US
dc.subjectAtlantic Coden_US
dc.subjectSkeletal Deformitiesen_US
dc.titleMeta-Analysis of the Causality of Deformations in Marine Fish Larvae Cultureen_US
dc.typeArticleen_US

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