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Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

ABSTRACT: The ability to perform large-scale, expression-based chemogenomics on whole adult organisms, as in invertebrate models (worm and fly), is highly desirable for a vertebrate model but its feasibility and potential has not been demonstrated. We performed expression-based chemogenomics on the whole adult organism of a vertebrate model, the zebrafish, and demonstrated its potential for large-scale predictive and discovery chemical biology. Focusing on two classes of compounds with wide implications to human health, polycyclic (halogenated) aromatic hydrocarbons [P(H)AHs] and estrogenic compounds (ECs), we generated robust prediction models that can discriminate compounds of the same class from those of different classes in two large independent experiments. The robust expression signatures led to the identification of biomarkers for potent aryl hydrocarbon receptor (AHR) and estrogen receptor (ER) agonists, respectively, and were validated in multiple targeted tissues. Knowledge-based data mining of human homologs of zebrafish genes revealed highly conserved chemical-induced biological responses/effects, health risks, and novel biological insights associated with AHR and ER that could be inferred to humans. Thus, our study presents an effective, high-throughput strategy of capturing molecular snapshots of chemical-induced biological states of a whole adult vertebrate that provides information on biomarkers of effects, deregulated signaling pathways, and possible affected biological functions, perturbed physiological systems, and increased health risks. These findings place zebrafish in a strategic position to bridge the wide gap between cell-based and rodent models in chemogenomics research and applications, especially in preclinical drug discovery and toxicology.

SUBMITTER: Lam SH

PROVIDER: S-EPMC2442223 | biostudies-literature | 2008 Jul

REPOSITORIES: biostudies-literature

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Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

Lam Siew Hong SH Mathavan Sinnakarupan S Tong Yan Y Li Haixia H Karuturi R Krishna Murthy RK Wu Yilian Y Vega Vinsensius B VB Liu Edison T ET Gong Zhiyuan Z

PLoS genetics 20080711 7

The ability to perform large-scale, expression-based chemogenomics on whole adult organisms, as in invertebrate models (worm and fly), is highly desirable for a vertebrate model but its feasibility and potential has not been demonstrated. We performed expression-based chemogenomics on the whole adult organism of a vertebrate model, the zebrafish, and demonstrated its potential for large-scale predictive and discovery chemical biology. Focusing on two classes of compounds with wide implications t ...[more]

PMID: 18618001

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Project description:BackgroundA convergence of technological breakthroughs in the past decade has facilitated the development of rapid screening tools for biomarkers of toxicant exposure and effect. Platforms using the whole adult organism to evaluate the genome-wide response to toxicants are especially attractive. Recent work demonstrates the feasibility of this approach in vertebrates using the experimentally robust zebrafish model. In the present study, we evaluated gene expression changes in whole adult male zebrafish following an acute 24 hr high dose exposure to three metals with known human health risks. Male adult zebrafish were exposed to nickel chloride, cobalt chloride or sodium dichromate concentrations corresponding to their respective 96 hr LC20, LC40 and LC60. Histopathology was performed on a subset of metal-exposed zebrafish to phenotypically anchor transcriptional changes associated with each metal.ResultsComparative analysis identified subsets of differentially expressed transcripts both overlapping and unique to each metal. Application of gene ontology (GO) and transcription factor (TF) enrichment algorithms revealed a number of key biological processes perturbed by metal poisonings and the master transcriptional regulators mediating gene expression changes. Metal poisoning differentially activated biological processes associated with ribosome biogenesis, proteosomal degradation, and p53 signaling cascades, while repressing oxygen-generating pathways associated with amino acid and lipid metabolism. Despite appreciable effects on gene regulation, nickel poisoning did not induce any morphological alterations in male zebrafish organs and tissues. Histopathological effects of cobalt remained confined to the olfactory system, while chromium targeted the gills, pharynx, and intestinal mucosa. A number of enriched transcription factors mediated the observed gene response to metal poisoning, including known targets such as p53, HIF1α, and the myc oncogene, and novel regulatory factors such as XBP1, GATA6 and HNF3β.ConclusionsThis work uses an experimentally innovative approach to capture global responses to metal poisoning and provides mechanistic insights into metal toxicity.

Project description:A convergence of technological breakthroughs in the past decade has facilitated the development of rapid screening tools for biomarkers of toxicant exposure and effect. Platforms using the whole adult organism to evaluate the genome-wide response to toxicants are especially attractive. Recent work demonstrates the feasibility of this approach in vertebrates using the experimentally robust zebrafish model. In the present study, we evaluated gene expression changes in whole adult zebrafish following an acute 24 hour exposure to three metals with known human health risks. Male adult zebrafish were exposed to nickel chloride, cobalt chloride, and sodium dichromate concentrations corresponding to their respective 96 hr LC20, LC40 and LC60. Histopathology was performed on a subset of metal-exposed zebrafish to phenotypically anchor transcriptional changes associated with each metal. Comparative analysis identified subsets of differentially expressed transcripts both overlapping and unique to each metal. Application of gene ontology (GO) and transcription factor enrichment algorithms revealed a number of key biological processes perturbed by metal exposures and the master transcriptional regulators mediating gene expression changes. Metal exposures differentially activated biological processes associated with ribosome biogenesis, proteosomal degradation and p53 signaling cascades, while repressing oxygen-generating pathways associated with amino acid and lipid metabolism. Despite appreciable effects on gene regulation, nickel exposures did not induce any morphological alterations in zebrafish organs and tissues. Histopathological effects of cobalt remained confined to the olfactory system, while chromium targeted the gills, pharynx and intestinal mucosa. A number of enriched transcription factors mediate the observed gene response to metal exposure, including known targets such as p53, HIF1M-oM-^AM-! and the myc oncogene and novel regulatory factors such as XBP1, GATA6 and HNF3M-oM-^AM-". This work uses an experimentally innovative approach to capture global responses to metal exposures and provides mechanistic insights into metal toxicity mechanisms. Metal induced changes in gene expression in zebrafish were measured after 24 h exposures to each of three metals (nickel, chromium or cobalt). A total of 48 arrays were processed - 16 arrays per metal with 4 replicates for each exposure condition (control, low, mid, and high).

Dataset Information

Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

Publications

Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

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