Semi-automatic segmentation and classification of Pap smear cells.

Cytologic screening has been widely used for detecting the cervical cancers. In this study, a semiautomatic PC-based cellular image analysis system was developed for segmenting nuclear and cytoplasmic contours and for computing morphometric and textual features to train support vector machine (SVM) classifiers to classify four different types of cells and to discriminate dysplastic from normal cells. A software program incorporating function, including image reviewing and standardized denomination of file names, was also designed to facilitate and standardize the workflow of cell analyses. Two experiments were conducted to verify the classification performance. The cross-validation results of the first experiment showed that average accuracies of 97.16% and 98.83%, respectively, for differentiating four different types of cells and in discriminating dysplastic from normal cells have been achieved using salient features (8 for four-cluster and 7 for two-cluster classifiers) selected with SVM recursive feature addition. In the second experiment, 70% (837) of the cell images were used for training and 30% (361) for testing, achieving an accuracy of 96.12% and 98.61% for four-cluster and two-cluster classifiers, respectively. The proposed system provides a feasible and effective tool in evaluating cytologic specimens.

Augmentative effect of spinosin on pentobarbital-induced loss of righting reflex in mice associated with presynaptic 5-HT1A receptor.

OBJECTIVES: This study investigated whether spinosin potentiates pentobarbital-induced loss of righting reflex (LORR) in mice via 5-HT(1A) receptors. METHODS: Our primary endpoint for sedation was LORR. In addition, the basal rectal temperature was measured. KEY FINDINGS: The results demonstrated that the 5-HT(1A) agonist 8-OH-DPAT (s.c.) induced reductions in duration of LORR at 0.1, 0.5 and 1.0 mg/kg (P < 0.01), and prolongation of LORR latency at 0.5 and 1.0 mg/kg (s.c., P < 0.01) in pentobarbital (45 mg/kg, i.p.)-treated mice. This effect of 8-OH-DPAT was antagonized either by 5-HT(1A) antagonist p-MPPI (5 mg/kg, i.p.) or by spinosin (15 mg/kg, i.g.) with significance, respectively. Co-administration of spinosin and p-MPPI both at ineffective doses (spinosin at 5.0 mg/kg, i.g. and p-MPPI at 1.0 mg/kg, i.p.) showed significant augmentative effects in reducing latency to LORR, and increasing LORR duration (P < 0.01) in pentobarbital-treated mice. On the other hand, spinosin inhibited 8-OH-DPAT-induced hypothermia, which has been generally attributed to the activation of somatodendritic 5-HT(1A) autoreceptors in mice. CONCLUSIONS: Based on our previous results and the present data, it should be presumed that presynaptic 5-HT(1A) autoreceptor mechanisms may be involved in the inhibitory effect of spinosin on 8-OH-DPAT-induced hypothermia and also in the potentiating effect of spinosin on pentobarbital-induced LORR in mice.

Potentiating effect of diltiazem on pentobarbital-induced hypnosis is augmented by serotonergic system: the TMN and VLPO as key elements in the pathway.

To investigate the mechanism by which L-type Ca+ channel blockers exerted potentiating effects on pentobarbital-induced hypnosis, the present study was undertaken to determine if the interaction of diltiazem and serotonergic system influences the architecture of pentobarbital sleep in rats and examined c-Fos expression in the ventrolateral preoptic nucleus (VLPO) and the tuberomammillary nucleus (TMN). The polysomnogram consisting of EEG and EMG was recorded for analyzing sleep architecture. The results showed that diltiazem (2.0 and 5.0 mg/kg, p.o.) increased both total pentobarbital sleep and slow wave sleep (SWS), but decreased rapid eye movement (REM) sleep. These effects were potentiated by 5-hydroxytryptophan (5-HTP), a precursor of serotonin, but abolished by p-chlorophenylalanine (PCPA), an inhibitor of tryptophan hydroxylase. Diltiazem (1 mg/kg, p.o.) or 5-HTP (2 mg/kg, i.p.) alone did not change the architecture of pentobarbital sleep and pentobarbital-induced c-Fos expression in the VLPO and the TMN, but co-administration of them significantly increased both total pentobarbital sleep and SWS, whereas decreased REM sleep, with increasing c-Fos expression in the VLPO and concomitantly decreasing c-Fos expression in the TMN. These findings indicate that the serotonergic system may be involved in the augmentative effect of diltiazem on pentobarbital sleep and the VLPO-TMN neuronal circuit may play a key role.

Spinosin, a C-glycoside flavonoid from semen Zizhiphi Spinozae, potentiated pentobarbital-induced sleep via the serotonergic system.

Semen Zizhiphi Spinozae has been used extensively for the treatment of insomnia. This study investigated the effect and possible mechanism of action of spinosin (also known as 2''-beta-o-glucopyranosyl swertisin), a major constituent of semen Zizhiphi Spinozae, on sleep in mice. The present results showed that spinosin significantly and dose-dependently augmented pentobarbital (45 mg/kg, i.p.)-induced sleep, reflected by increased sleep time and reduced sleep latency assessed with the loss-of-righting reflex, and these effects were potentiated by the 5-hydroxytryptamine (serotonin) precursor 5-hydroxytryptophan (5-HTP, 2.5 mg/kg,i.p.). With a subhypnotic dose of pentobarbital (28 mg/kg, i.p.), spinosin significantly increased the rate of sleep onset and exhibited a synergistic effect with 5-HTP (2.5 mg/kg, i.p.). Pretreatment with p-chlorophenylalanine (PCPA, 300 mg/kg, s.c.), an inhibitor of tryptophan hydroxylase, significantly decreased pentobarbital-induced sleep time, and spinosin significantly reversed this effect. The dopamine precursor L-3-(3, 4-dihydroxyphenylalanine (L-DOPA) reduced pentobarbital-induced sleep, an effect not significantly affected by spinosin. These results suggest that spinosin potentiated pentobarbital-induced sleep via a serotonergic mechanism.

Extract of Ganoderma lucidum potentiates pentobarbital-induced sleep via a GABAergic mechanism.

Ganoderma lucidum has been used for the treatment of a variety of diseases. For the first time here we report a detailed study on the mechanisms and effects of G. lucidum aqueous extract (GLE) on sleep and its sedative activity. GLE showed no effects on sleep architecture in normal rats at doses of 80 and 120 mg/kg. However, GLE significantly decreased sleep latency, increased sleeping time, non-REM sleep time and light sleep time in pentobarbital-treated rats. Suppression of locomotor activity in normal mice induced by GLE was also observed. Flumazenil, a benzodiazepine receptor antagonist, at a dose of 3.5 mg/kg showed a significant antagonistic effect on the shortening in sleep latency, increase in sleeping time, non-REM sleep time or light sleep time in pentobarbital-treated rat induced by GLE. Significant effect was also observed with GLE on delta activity during non-REM sleep and flumazenil did not block this effect. In conclusion, GLE may be a herb having benzodiazepine-like hypnotic activity at least in part.