2017
DOI: 10.1021/acschemneuro.6b00371
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In Vivo Systems Response Profiling and Multivariate Classification of CNS Active Compounds: A Structured Tool for CNS Drug Discovery

Abstract: This paper describes the application of in vivo systems response profiling in CNS drug discovery by a process referred to as the Integrative Screening Process. The biological response profile, treated as an array, is used as major outcome for selection of candidate drugs. Dose-response data, including ex vivo brain monoaminergic biomarkers and behavioral descriptors, are systematically collected and analyzed by principal component analysis (PCA) and partial least-squares (PLS) regression, yielding multivariate… Show more

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Cited by 11 publications
(20 citation statements)
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“…Postmortem concentrations of several monoaminergic indices (DA, NA, 5-HT, DOPA, HVA, 3-MT, 5-HIAA) were determined in striatal, limbic, and cortical tissue; collected; and dissected 64 minutes after administration of IRL752 (3.7-100 mmol/kg, s.c.) to normal rats, immediately after a 60-minute motor activity recording session (see below). Tissue sample preparation and neurochemical content analysis of monoamines and their metabolites (standard high-performance liquid chromatography with electrical detection) were carried out as described elsewhere (Waters et al, 2017).…”
Section: Methodsmentioning
confidence: 99%
See 2 more Smart Citations
“…Postmortem concentrations of several monoaminergic indices (DA, NA, 5-HT, DOPA, HVA, 3-MT, 5-HIAA) were determined in striatal, limbic, and cortical tissue; collected; and dissected 64 minutes after administration of IRL752 (3.7-100 mmol/kg, s.c.) to normal rats, immediately after a 60-minute motor activity recording session (see below). Tissue sample preparation and neurochemical content analysis of monoamines and their metabolites (standard high-performance liquid chromatography with electrical detection) were carried out as described elsewhere (Waters et al, 2017).…”
Section: Methodsmentioning
confidence: 99%
“…Behavior: In Habituated and Nonhabituated, Nonpretreated Rats and in Monoamine-Depleted, Hyperdopaminergic, or Hypoglutamatergic States. The behavior of rats was recorded in sound-and light-attenuating motor activity-monitoring chambers equipped with infrared movement detectors (two rows, each consisting of 16 sensors placed 2.5 cm apart and placed in a 90°angle along the front and side of the floor of the cage; Digiscan Activity Monitor RZYCCM-16 TAO; Omnitech Electronics), thus allowing for high-resolution assessment of motor patterns across a 40 Â 40 cm-sized arena using several different sampling frequencies (0.25-25 Hz) in parallel (for further details, see Waters et al, 2017). Only data from the 25-Hz sampling channel (distance traveled) are shown in the Results.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…The theory is that systematic in vivo profiling of CNS compounds, using a comprehensive range of neurochemical, gene expression and behavioral biomarkers collected in both healthy and diseased states, would give a reliable handle on preclinical properties and allow for predictions of clinical features of the novel compounds tested in the system. Data on a wide variety of known therapeutic agents including antipsychotics, antidepressants, anxiolytics and psychostimulants, as well as experimental reference compounds, are collected, and then used to define a multidimensional compound “map” serving as a guide towards the sought after in vivo profile [ 69 ]. This methodology was developed to enable a rational and predictive drug discovery process in a field where target-based discovery approaches have hitherto shown to be largely unsatisfactory in terms of determining clinically promising molecules and molecular action mechanisms [ 70 ].…”
Section: Pridopidine In Huntington’s Diseasementioning
confidence: 99%
“…The initial in vivo pharmacological assessment of pridopidine was performed by acute dose response studies in intact rats, collecting behavioral data and ex vivo monoaminergic neurochemical indices according to a systematic, standardized model, followed by multivariate analysis of the response profile, including comparisons to a wide range of CNS compounds and a tentative therapeutic classification [ 69, 73 ]. This “screening” suggested that three major criteria were met; i.e., no behavioral inhibition, subtle behavioral activation in the hypoactive phase, and significant effects on dopaminergic indices reflecting dopamine D2 receptor modulation.…”
Section: Pridopidine In Huntington’s Diseasementioning
confidence: 99%