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Interactome-based analysis of the transcriptomic response to dioxin in developing zebrafish Danio rerio

Publication ,  Journal Article
Alexeyenko, A; Wassenberg, DM; Lobenhofer, EK; Yen, J; Sonnhammer, ELL; Linney, E; Meyer, JN
Published in: PLoS ONE
2010

BACKGROUND: In order to generate hypotheses regarding the mechanisms by which 2,3,7,8-tetrachlorodibenzo-p-dioxin (dioxin) causes toxicity, we analyzed global gene expression changes in developing zebrafish embryos exposed to this potent toxicant in the context of a dynamic gene network. For this purpose, we also computationally inferred a zebrafish (Danio rerio) interactome based on orthologs and interaction data from other eukaryotes. METHODOLOGY/PRINCIPAL FINDINGS: Using novel computational tools to analyze this interactome, we distinguished between dioxin-dependent and dioxin-independent interactions between proteins, and tracked the temporal propagation of dioxin-dependent transcriptional changes from a few genes that were altered initially, to large groups of biologically coherent genes at later times. The most notable processes altered at later developmental stages were calcium and iron metabolism, embryonic morphogenesis including neuronal and retinal development, a variety of mitochondria-related functions, and generalized stress response (not including induction of antioxidant genes). Within the interactome, many of these responses were connected to cytochrome P4501A (cyp1a) as well as other genes that were dioxin-regulated one day after exposure. This suggests that cyp1a may play a key role initiating the toxic dysregulation of those processes, rather than serving simply as a passive marker of dioxin exposure, as suggested by earlier research. CONCLUSIONS/SIGNIFICANCE: Thus, a powerful microarray experiment coupled with a flexible interactome and multi-pronged interactome tools (which are now made publicly available for microarray analysis and related work) suggest the hypothesis that dioxin, best known in fish as a potent cardioteratogen, has many other targets. Many of these types of toxicity have been observed in mammalian species and are potentially caused by alterations to cyp1a.

Duke Scholars

Published In

PLoS ONE

Publication Date

2010

Volume

5

Start / End Page

e10465

Related Subject Headings

  • General Science & Technology
 

Citation

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Alexeyenko, A., Wassenberg, D. M., Lobenhofer, E. K., Yen, J., Sonnhammer, E. L. L., Linney, E., & Meyer, J. N. (2010). Interactome-based analysis of the transcriptomic response to dioxin in developing zebrafish Danio rerio. PLoS ONE, 5, e10465.
Alexeyenko, A., D. M. Wassenberg, E. K. Lobenhofer, J. Yen, E. L. L. Sonnhammer, E. Linney, and J. N. Meyer. “Interactome-based analysis of the transcriptomic response to dioxin in developing zebrafish Danio rerio.” PLoS ONE 5 (2010): e10465.
Alexeyenko A, Wassenberg DM, Lobenhofer EK, Yen J, Sonnhammer ELL, Linney E, et al. Interactome-based analysis of the transcriptomic response to dioxin in developing zebrafish Danio rerio. PLoS ONE. 2010;5:e10465.
Alexeyenko A, Wassenberg DM, Lobenhofer EK, Yen J, Sonnhammer ELL, Linney E, Meyer JN. Interactome-based analysis of the transcriptomic response to dioxin in developing zebrafish Danio rerio. PLoS ONE. 2010;5:e10465.

Published In

PLoS ONE

Publication Date

2010

Volume

5

Start / End Page

e10465

Related Subject Headings

  • General Science & Technology