Behavioral metabolomics: how behavioral data can guide metabolomics research on neuropsychiatric disorders.

INTRODUCTION: Metabolomics produces vast quantities of data but determining which metabolites are the most relevant to the disease or disorder of interest can be challenging. OBJECTIVES: This study sought to demonstrate how behavioral models of psychiatric disorders can be combined with metabolomics research to overcome this limitation. METHODS: We designed a preclinical, untargeted metabolomics procedure, that focuses on the determination of central metabolites relevant to substance use disorders that are (a) associated with changes in behavior produced by acute drug exposure and (b) impacted by repeated drug exposure. Untargeted metabolomics analysis was carried out on liquid chromatography-mass spectrometry data obtained from 336 microdialysis samples. Samples were collected from the medial striatum of male Sprague-Dawley (N = 21) rats whilst behavioral data were simultaneously collected as part of a (±)-3,4-methylenedioxymethamphetamine (MDMA)-induced behavioral sensitization experiment. Analysis was conducted by orthogonal partial least squares, where the Y variable was the behavioral data, and the X variables were the relative concentrations of the 737 detected features. RESULTS: MDMA and its derivatives, serotonin, and several dopamine/norepinephrine metabolites were the greatest predictors of acute MDMA-produced behavior. Subsequent univariate analyses showed that repeated MDMA exposure produced significant changes in MDMA metabolism, which may contribute to the increased abuse liability of the drug as a function of repeated exposure. CONCLUSION: These findings highlight how the inclusion of behavioral data can guide metabolomics data analysis and increase the relevance of the results to the phenotype of interest.

The role of extracellular serotonin and MDMA in the sensitizing effects of MDMA.

MDMA is a non-selective monoamine releasing stimulant with potent serotonergic effects - a pharmacological effect not typically associated with drugs of misuse or efficacious reinforcers. Nonetheless, MDMA is misused by humans and self-administered by laboratory animals. We have previously shown that repeated exposure to MDMA sensitized both the locomotor activating and reinforcing effects of MDMA in rats. Because repeated MDMA exposure often results in decreased markers of serotonin neurotransmission, it is possible that this might underlie the sensitizing effects of MDMA. This was examined in the current study. Male Sprague-Dawley rats were stereotaxically implanted with guide cannula in the medial striatum. They were then pre-treated with saline (n =  11) or MDMA (10 mg/kg, i.p.; n =  10), once daily for five days. Two-days later, all rats received ascending doses of MDMA (0.0, 5.0, 10.0, mg/kg, i.p.) administered at 2 hr intervals, during which locomotor activity was measured and microdialysis samples were collected. Microdialysates were analyzed using liquid chromatography-mass spectrometry and the concentrations of serotonin and MDMA were quantified. Acute MDMA administration produced dose-dependent increases in locomotor activity, which was significantly enhanced by MDMA pre-treatment. Acute MDMA also produced dose-dependent increases in medial-striatal serotonin and MDMA, but this was not impacted by MDMA pre-treatment. These results suggest that the sensitizing effects of MDMA are not due to changes in MDMA-produced synaptic overflow of serotonin in the medial striatum or the absorption/elimination of systemically administered MDMA. More likely candidates are alterations in serotonin receptor mechanisms and/or dopamine neurotransmission following repeated exposure.

Hydrated Rubrolides from the New Zealand Tunicate Synoicum kuranui.

LCMS analysis of an extract of the New Zealand tunicate Synoicum kuranui showed evidence for numerous new rubrolides. Following a mass spectrometry-guided isolation procedure, new hydrated rubrolides V and W (5 and 6), along with previously reported rubrolide G (3), were isolated and characterized using MS and NMR. The anti-bacterial and cell cytotoxic activity of the compounds were compared to the potent anti-MRSA compound rubrolide A; hydration across the C-5/C-6 bond was shown to abrogate antibacterial activity.