Manera Maurizio, Sayyaf Dezfuli Bahram, DePasquale Joseph A, Giari Luisa
Faculty of Biosciences, Food and Environmental Technologies, University of Teramo, Piano d'Accio, I-64100 Teramo, Italy.
Department of Life Sciences and Biotechnology, University of Ferrara, St. Borsari 46, I-44121 Ferrara, Italy.
Ecotoxicol Environ Saf. 2016 Jul;129:282-90. doi: 10.1016/j.ecoenv.2016.03.039. Epub 2016 Apr 6.
The combined use of guided quantitative expert analysis and of multivariate exploratory data analysis is reported as a robust, sensitive and sufficiently specific approach to study European sea bass gill secondary lamellar pathology after exposure to incremental doses of cadmium and terbuthylazine up to 48h. The following elementary pathological findings were considered: "epithelial lifting", "epithelial shrinkage", "epithelial swelling", "pillar cells coarctation", "pillar cells detachment", "channels fusion", "chloride cells swelling", and "chloride cells invasion". The relative spatial extension was determined according to exposure class and data were analyzed by means of canonical correspondence analysis (CCA), linear discriminant analysis (LDA) and canonical variates analysis (CVA). Histologically and ultrastructurally, cellular shrinkage/coarctation prevailed in cadmium exposed lamellae, whereas cellular swelling and epithelial lifting were predominant in terbuthylazine exposed lamellae compared to unexposed fish. Both CCA and CVA permit a good graphical data grouping according to exposure classes by means of the convex hull minimum polygons. This also reveals exposure dose and time gradients in CCA plot. Accordingly, epithelial swelling and epithelial shrinkage were comparatively associated to higher exposure time, whereas epithelial shrinkage and pillar cells coarctation were comparatively associated to higher exposure dose. LDA with only "epithelial shrinkage", "epithelial swelling" and "pillar cells coarctation" in the model classified correctly 87.5% of the cross-validated cases. A possible pathogenetic relationship between the discriminant elementary lesions and the toxic mode of action at the cellular level of both cadmium and terbuthylazine is also discussed.
据报道,联合使用引导式定量专家分析和多元探索性数据分析是一种稳健、灵敏且具有足够特异性的方法,用于研究欧洲海鲈鳃小片在暴露于递增剂量的镉和特丁津长达48小时后的病理学变化。考虑了以下基本病理结果:“上皮隆起”、“上皮收缩”、“上皮肿胀”、“柱状细胞狭窄”、“柱状细胞脱离”、“通道融合”、“氯细胞肿胀”和“氯细胞浸润”。根据暴露类别确定相对空间扩展,并通过典范对应分析(CCA)、线性判别分析(LDA)和典范变量分析(CVA)对数据进行分析。在组织学和超微结构上,镉暴露的鳃小片以细胞收缩/狭窄为主,而与未暴露的鱼相比,特丁津暴露的鳃小片以细胞肿胀和上皮隆起为主。CCA和CVA都能通过凸包最小多边形根据暴露类别对数据进行良好的图形分组。这也在CCA图中揭示了暴露剂量和时间梯度。因此,上皮肿胀和上皮收缩与较高的暴露时间相对相关,而上皮收缩和柱状细胞狭窄与较高的暴露剂量相对相关。模型中仅包含“上皮收缩”、“上皮肿胀”和“柱状细胞狭窄”的LDA正确分类了87.5%的交叉验证病例。还讨论了判别基本病变与镉和特丁津在细胞水平上的毒性作用方式之间可能的发病机制关系。