Dataset Information

Natural Variation in Fish Transcriptomes: Comparative Analysis of the Fathead Minnow (Pimephales promelas) and Zebrafish (Danio rerio).

ABSTRACT: Fathead minnow and zebrafish are among the most intensively studied fish species in environmental toxicogenomics. To aid the assessment and interpretation of subtle transcriptomic effects from treatment conditions of interest, better characterization and understanding are needed for natural variation in gene expression among fish individuals from lab cultures. Leveraging the transcriptomics data from a number of our toxicogenomics studies conducted over the years, we conducted a meta-analysis of nearly 600 microarrays generated from the ovary tissue of untreated, reproductively mature fathead minnow and zebrafish samples. As expected, there was considerable batch-to-batch transcriptomic variation; this "batch-effect" appeared to differentially impact subsets of fish transcriptomes in a nonsystematic way. Temporally more closely spaced batches tended to share a greater transcriptomic similarity among one another. The overall level of within-batch variation was quite low in fish ovary tissue, making it a suitable system for studying chemical stressors with subtle biological effects. The observed differences in the within-batch variability of gene expression, at the levels of both individual genes and pathways, were probably both technical and biological. This suggests that biological interpretation and prioritization of genes and pathways targeted by experimental conditions should take into account both their intrinsic variability and the size of induced transcriptional changes. There was significant conservation of both the genomes and transcriptomes between fathead minnow and zebrafish. The high degree of conservation offers promising opportunities in not only studying fish molecular responses to environmental stressors by a comparative biology approach, but also effective sharing of a large amount of existing public transcriptomics data for developing toxicogenomics applications.

SUBMITTER: Wang RL

PROVIDER: S-EPMC4262388 | biostudies-literature | 2014

REPOSITORIES: biostudies-literature

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Natural Variation in Fish Transcriptomes: Comparative Analysis of the Fathead Minnow (Pimephales promelas) and Zebrafish (Danio rerio).

Wang Rong-Lin RL Bencic David C DC Garcia-Reyero Natàlia N Perkins Edward J EJ Villeneuve Daniel L DL Ankley Gerald T GT Biales Adam D AD

PloS one 20141210 12

Fathead minnow and zebrafish are among the most intensively studied fish species in environmental toxicogenomics. To aid the assessment and interpretation of subtle transcriptomic effects from treatment conditions of interest, better characterization and understanding are needed for natural variation in gene expression among fish individuals from lab cultures. Leveraging the transcriptomics data from a number of our toxicogenomics studies conducted over the years, we conducted a meta-analysis of ...[more]

PMID: 25493933

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Project description:Omics approaches are broadly used to explore endocrine and toxicity-related pathways and functions. Nevertheless, there is still a significant gap in knowledge in terms of understanding the endocrine system and its numerous connections and intricate feedback loops, especially in non-model organisms. The fathead minnow (Pimephales promelas) is a widely used small fish model for aquatic toxicology and regulatory testing, particularly in North America. A draft genome has been published, but the amount of available genomic or transcriptomic information is still far behind that of other more broadly studied species, such as the zebrafish. Here, we used a proteogenomics approach to survey the tissue-specific proteome and transcriptome profiles in adult male fathead minnow. To do so, we generated a draft transcriptome using short and long sequencing reads from liver, testis, brain, heart, gill, head kidney, trunk kidney, and gastrointestinal tract. We identified 30,378 different putative transcripts overall, with the assembled contigs ranging in size from 264 to over 9,720 nts. Over 17,000 transcripts were >1,000 nts, suggesting a robust transcriptome that can be used to interpret RNA sequencing data in the future. We also performed RNA sequencing and proteomics analysis on four tissues, including the telencephalon, hypothalamus, liver, and gastrointestinal tract of male fish. Transcripts ranged from 0 to 600,000 copies per gene and a large portion were expressed in a tissue-specific manner. Specifically, the telencephalon and hypothalamus shared the most expressed genes, while the gastrointestinal tract and the liver were quite distinct. Using protein profiling techniques, we identified a total of 4,045 proteins in the four tissues investigated, and their tissue-specific expression pattern correlated with the transcripts at the pathway level. Similarly to the findings with the transcriptomic data, the hypothalamus and telencephalon had the highest degree of similarity in the proteins detected. The main purpose of this analysis was to generate tissue-specific omics data in order to support future aquatic ecotoxicogenomic and endocrine-related studies as well as to improve our understanding of the fathead minnow as an ecological model.

Project description:Paper Abstract. Extrapolating toxicological sensitivity information across species can require the use of highly conservative safety factors as prescribed by ecological risk assessment protocols. The objective of our study was to use multipule factors to understand the dynamics of stress responses by comparing ecotoxicological, developmental, and genomic data to quantitatively determine the relative sensitivity of two common model aquatic vertebrates to assess the potential for developing refined safety factors among species. Larval (3-d old) zebrafish (Danio rerio) and fathead minnows (Pimephales promelas) were concurrently exposed in 96-h static exposures to the widely-used military energetic compound cyclotrimethylenetrinitramine (RDX). Endpoints assessed included mortality, incidence of vertebral deformities, swimming behavior, and differential gene (transcript) expression. Analytically verified treatment concentrations ranged from 0.9 to 27.7 mg/L RDX. While RDX concentrations prepared for exposures included 0, 0.9, 1.8, 3.5, 7.5, 15.0, and 30.0 mg/L, analytically verified treatment concentrations were 0, 0.88, 1.75, 3.46, 6.96, 13.79, and 27.7 mg/L, respectively. Changes in prepared RDX concentrations and analytically verified treatment concentrations are a result of chemical breakdown, a well known characteristic of RDX Our results indicated a higher sensitivity to RDX in P. promelas than in D. rerio in both mortality (LOECs 13.79 and 27.7 mg/L, respectively) and vertebral deformity (LOECs 13.79 and >13.79, respectively) endpoints. Swimming behavior was assessed in 10 min behavioral trials using Noldus EthoVision® digital tracking software. Swimming behavior trials indicated non-significant trends of decreased velocity, distance moved, and increased meander (change in direction per cm traveled) for P. promelas. No such trends were apparent in D. rerio swimming behavior. A comprehensive genomic analysis is in progress to determine the genes, gene ontology elements, metabolic pathways and metabolic networks affected in common among species in the RDX exposure. Taken as a whole, the ecotoxicological, developmental and genomic results will provide valuable insights into the similarity in response among these fish species to RDX.

Dataset Information

Natural Variation in Fish Transcriptomes: Comparative Analysis of the Fathead Minnow (Pimephales promelas) and Zebrafish (Danio rerio).

Publications

Natural Variation in Fish Transcriptomes: Comparative Analysis of the Fathead Minnow (Pimephales promelas) and Zebrafish (Danio rerio).

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