Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Potential biomarker genes for crowding stress in rainbow trout Oncorhynchus mykiss

ABSTRACT: Stocking density is considered as a key factor determining the productivity of fish aquaculture systems. The transcriptomic response to crowding stress is, however, still poorly investigated. We aimed at the identification of potential biomarker genes via microarray analyses to get insight into molecular pathways modulated through density-induced stress in farmed rainbow trout Oncorhynchus mykiss. Transcriptome profiling in liver, kidney, and gills was complemented with behaviarol observation and analysis of classical plasma parameters. Individuals of two trout strains were exposed for eight days to definite stocking densities, 1Â kg/mÂ³ (low density); 10Â kg/mÂ³ (moderate); 18Â kg/mÂ³ (elevated); and 35Â kg/mÂ³ (high). Whereas stocking density had no significant effect on cortisol levels, plasma glucose levels were elevated in trout kept at high density. Pathway enrichment analyses confirmed the upregulation of HIF1a signaling in liver contributing to glucose homeostasis during stress conditions, while mTOR and PI3K/AKT signaling pathways were downregulated. Further perturbed hepatic pathways were involved in protein ubiquitination and the biosynthesis of cholesterol, retinol and glutathione. Three stocking density conditions were investigated: an uncrowded âmoderateâ density (MD: 10Â kg trout/mÂ³) , an elevated density (ED: 18Â kg/mÂ³ ), and high density (HD: 35Â kg/mÂ³). The experiment was performed twice with two strains of Steelhead rainbow trout (Troutlodge and Born trout), randomly assigned to identical glass tanks with MD (30 and 34 individuals), ED (60 and 64 individuals), and HD (120 and 140 individuals). Trout were sampled 8 d after experimental onset.

ORGANISM(S): Oncorhynchus mykiss

SUBMITTER: Alexander Rebl

PROVIDER: E-GEOD-74332 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Background: Previously, we reported that perfluorooctanoic acid (PFOA) promotes liver cancer in manner similar to that of 17β-estradiol (E2) in rainbow trout. Also, other perfluoroalkyl acids (PFAAs) are weakly estrogenic in trout and bind the trout liver estrogen receptor (ER). Objectives: The primary objective of this study was to determine whether multiple PFAAs enhance hepatic tumorigenesis in trout, an animal model that represents human insensitivity to peroxisome proliferators. Methods: A two-stage chemical carcinogenesis model was employed in trout to evaluate PFOA, perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), perfluorooctane sulfonate (PFOS) and 8:2 fluorotelomer alcohol (8:2FtOH) as complete carcinogens or promoters of aflatoxin B1 (AFB1)- and/or N-methyl-N'-nitro-N-nitrosoguanidine (MNNG)-induced liver cancer. A custom trout DNA microarray was used to assess hepatic transcriptional response to these dietary treatments in comparison to E2 and the classic peroxisome proliferator clofibrate (CLOF). Results: Incidence, multiplicity and size of liver tumors in trout fed diets containing E2, PFOA, PFNA and PFDA were significantly higher compared to AFB1-initiated animals fed control diet, whereas PFOS caused a minor increase in liver tumor incidence. E2 and PFOA also enhanced MNNG-initiated hepatocarcinogenesis. Pearson correlation analyses, unsupervised hierarchical clustering and principal components analyses showed that the hepatic gene expression profiles for E2 and PFOA, PFNA, PFDA and PFOS were overall highly similar, though distinct patterns of gene expression were evident for each treatment, particularly for PFNA. Conclusions: Overall, these data suggest that multiple PFAAs can promote liver cancer and that the mechanism of promotion may be similar to that for E2. A total of 40 samples were analyzed using a a dye-swap, reference sample hybridization protocol. Rainbow trout were exposed to the following experimental treatments via the diet for two weeks (number in parenthesis is assigned group #): (1) Control; (2) 5 mg/kg diet estradiol (E2); (3) 2000 mg/kg diet perfluorooctanoic acid (PFOA); (4) 2000 mg/kg diet perfluorononanoic acid (PFNA); (5) 2000 mg/kg diet perfluorodecanoic acid (PFDA); (6) 200 mg/kg diet perfluorooctane sulfonate; (7) 2000 mg/kg 8:2 fluorotelomer alcohol (FTOH); and (8) 2000 mg/kg diet clofibrate. A total of 40 total hepatic mRNA samples were analyzed using a dye-swap, reference sample hybridization protocol. A reference RNA pool was made by combining equal amounts of RNA from all control RNA samples, with one exception. A separate time-matched reference pool was utilized for group 6 samples (PFOS treatment). Five hybridizations were performed for each treatment group in the following pattern: Replicate A Cy5/Reference Cy3; Replicate A Cy3/Reference Cy 5; Replicate B Cy5/Reference Cy3; Replicate B Cy3/Reference Cy5; Replicate C Cy5/Reference Cy3. Thus, the experiment consisted of three biological replicates, for two of which were replicated technically.

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Potential biomarker genes for crowding stress in rainbow trout Oncorhynchus mykiss

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