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Analyzing microarray data with transitive directed acyclic graphs

ABSTRACT: Test compound one, 5,6-benzoflavone (BNF), was known to act through both the Ah receptor and Nrf2 receptor pathways, while test compounds two and three, 3H-1,2-dithiole-3-thione (D3T) and 4-methyl-5-pyrazinyl-3H-1,2-dithiole-3-thione (OLT), were known to act through the Nrf2 receptor pathway. Furthermore, D3T is known to be more potent and efficacious than OLT for Nrf2 activation. OLT has been shown to exhibit 20-50% of the efficacy of D3T for inhibition of alfatoxin-induced heptic foci. Nonetheless, because OLT is an approved drug, it is currently being evaluated in human phase II intervention trials of biomarkers of alfatoxin-related hepatocellular carcinoma. More recently, BNF was shown to be an effective chemopreventive agent in the rat mammary carcinogen model, inhibiting 7,12-dimethylbenz(a)anthracene DNA adduct formation in liver and mammary cells by 96 and 83% respectively. We used microarrays to study the structure activities that lie within the test compounds. Keywords: treatment effect study

ORGANISM(S): Rattus norvegicus

PROVIDER: GSE8880 | GEO | 2008/12/30

SECONDARY ACCESSION(S): PRJNA102255

REPOSITORIES: GEO

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Project description:The activities of the dithiolethione analogs, D3T, OLT, and TBD are pharmacologically well-understood. These compounds act as chemopreventive agents whose ability is to block or diminish early stages of carcinogenesis. In addition, the three compounds are classified as monofunctional Phase II enzyme inducers and activate the same pathway, namely the Keap1-Nrf2 signal pathway. The three dithiolethiones were showed to ameliorate the AFB1-induced toxicity through increasing phase II enzymes including glutathione S-transferase (GST). The parent D3T was observed to be the most potent chemoprotective agent. Oltipraz, a clinically approved drug, has been shown to exhibit less efficacy than its analogs for inhibition of aflatoxin-induced hepatic foci.TBD was suggested to be better than OLT as a chemopreventive agent because of its reduced toxicity profile. Thus based on gene expressions, our goal is to study the closely related structure activities that lie within the three compounds and the activity of OLT versus TBD at the 5 position of their dithiole rings and to determine whether the activity of TBD is closely related to OLT or its parent D3T. Experiment Overall Design: Male Fischer F344 rats (80-100g) were obtained from Harlan at 6 wk of age. General procedures for animal care and housing were in accordance with the Guide for the Care and use of Laboratory Animals, National Research Council, 1996. The animals were singly housed in polycarbonate cages in a temperature (22 ± 1°C)- and humidity (30-70%)-controlled room with a 14:10-h light-dark cycle, respectively. Rat AIN 76A chow (Harlan Teklad) and tap water were provided at libitum. Sixteen animals were randomly assigned into four groups (n=16) and treated by gavage with 100?l of either vehicle (saturated sucrose), 3H-1,2-dithiole-3-thione (D3T), (0.3 mmol/kg body wt), 4-methyl-5-pyrazinyl-3H-1,2-dithiole-3-thione (oltipraz-OLT), (0.3 mmol/kg), and 5-tert-butyl-3H-1,2-dithiole-3-thione (TBD) , (0.3mmol/kg body wt), once every other day for 5 days. Animals were killed 24h after the third dose. Liver tissues were harvested and snap frozen. The protocol for this study was approved by the University of Memphis Animal Care Committee and Johns Hopkins University.

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Analyzing microarray data with transitive directed acyclic graphs

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