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Application Of Statistical Experimental Design And Multivariate Data Analysis For Evaluation Of Mixtures Using Cytochrome P4501a Induction

机译:统计实验设计和多元数据分析在细胞色素P4501a诱导混合物评估中的应用

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摘要

Cytochrome P4501A (CYP1A) induction was evaluated in the rat hepatoma cell line H4IIE as a biomarker of exposure to organic compounds. The 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl-tetrazoliumbromide assay was performed to assess the viability of cells exposed to environmentally relevant concentrations of cadmium. Cadmium concentrations greater than approximately 0.7 μM were found to affect cell viability. Cells were exposed to environmentally relevant concentrations of 3,3',4,4'-tetrachlorobiphenyl (PCB 77) or benzo[a]pyrene (BaP) and to combinations of PCB 77, BcP, and cadmium based on a statistical experimental design. Quantification of CYP1A proteins using Western blot analysis showed that both BaP and PCB 77 induced CYP1A in a concentration-dependent manner up to 5 μM. Response surface modeling for evaluation of the combined effect of compounds was conducted using the multivariate regression model projection to latent structures (PLS). Analysis of response surface models for the ternary mixtures indicated antagonistic interactions between BaP and PCB 77 and a possible inhibitory effect of cadmium on PCB 77-induced CYP1A. Use of CYP1A induction in the H4IIE cell line with immunodetection of CYP1A proteins, combined with the application of response surface design and PLS, is shown to be a suitable strategy for evaluating combined effects in pollutant mixtures.
机译:在大鼠肝癌细胞系H4IIE中评估了细胞色素P4501A(CYP1A)的诱导作用,以此作为接触有机化合物的生物标记。进行3-(4,5-二甲基噻唑-2-基)-2,5-二苯基-四唑溴化物测定以评估暴露于环境相关浓度的镉的细胞的活力。发现镉浓度大于约0.7μM会影响细胞活力。根据统计学实验设计,将细胞暴露于环境相关浓度的3,3',4,4'-四氯联苯(PCB 77)或苯并[a] re(BaP)以及PCB 77,BcP和镉的组合。使用蛋白质印迹分析定量CYP1A蛋白显示BaP和PCB 77均以浓度依赖的方式诱导CYP1A,浓度最高可达5μM。使用多元回归模型投影到潜在结构(PLS)进行了响应面建模,以评估化合物的组合效果。三元混合物响应面模型的分析表明BaP与PCB 77之间的拮抗作用以及镉对PCB 77诱导的CYP1A的可能抑制作用。 CYP1A诱导在H4IIE细胞系中的应用以及对CYP1A蛋白质的免疫检测,以及响应表面设计和PLS的应用,被证明是评估污染物混合物中联合作用的合适策略。

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