Effect of Dataset Size and also Train/Test Divided Percentages throughout QSAR/QSPR Multiclass Category.
Deprivation of maternal care has been associated with higher pain sensitivity in offspring. In the present study, we hypothesized that the maternal licking/grooming behavior was an important factor for the development of the pain regulatory system. To test this hypothesis, we used male F2 offspring of early-weaned (EW) F1 mother mice that exhibit lower frequency of licking/grooming behavior. The formalin test revealed that F2 offspring of EW F1 dams showed significantly higher pain behavior than F2 offspring of normally-weaned (NW) F1 dams. We found that the mRNA levels of transient receptor potential vanilloid 1 (TRPV1), a nociceptor, were higher in the lumbosacral dorsal root ganglion (DRG) of F2 offspring of EW F1 dams than those of F2 offspring of NW F1 dams, suggesting that the higher pain sensitivity may be attributed to low licking/grooming, which may result in developmental changes in nociceptive neurons. In the DRG, mRNA levels of Mas-related G-protein coupled receptor B4 (MrgprB4), a marker of sensory neurons that detect gentle stroking, was also up-regulated in the F2 offspring of EW F1 dams. Considering that gentle touch alleviates pain, Mrgprb4 up-regulation may reflect a compensatory change. The present findings indicate important implications of maternal licking/grooming behavior in the development of the pain regulatory system.Traditional methods for the analysis of trace heavy metals in the atmosphere require collecting atmospheric particles on filter substrates, such as cellulose, quartz fiber member, etc. In this paper, we report on a different filter to capture trace heavy metals in atmospheric particulates. Four kinds of electrospun nanofiber filters, polystyrene (PS), polystyrene-dithizone (PS-DZ), acrylic acid (AR), and acrylic acid-dithizone (AR-DZ) were produced by electrospinning, and used as filters to trap heavy metals in atmospheric particles. Based on these nanofiber filters, the digestion method and eluent were optimized. Under the optimal conditions (oscillation extraction with acetic acid-potassium acetate (HAC-KAC) buffer solution (0.1 mol L-1, pH = 4.5)), the developed method was successfully applied to determine the four particulate metal elements (As, Cd, Hg, and Pb) in air in two urban areas of Suzhou, China. Furthermore, a correlation between heavy metals in air and breast milk was observed. see more The results confirmed that an electrospun nanofiber mat could be a potential candidate for the sampling of heavy metals in atmospheric particles with higher efficiency.A novel modified glassy carbon electrode with platinum (Pt)-electrodecorated and nitrogen-containing functional groups was prepared by stepwise electrolysis. The prepared electrode exhibited electrocatalytic activity towards sulfite oxidation that was better than that of a bare glassy carbon electrode. The electrocatalytic activity of sulfite oxidation has been applied to an amperometric sulfite sensor. A favorable linear relationship between the current response (ΔI) and the sulfite concentration up to 500 μM was exhibited. The detection limit was estimated to be 3 μM based on the criterion of a signal-to-noise (S/N) ratio of 3 under optimized conditions. In regards to the reproducibility, the RSD (n = 10) was 8.9% for 80 μM sulfite.Although vascular dysfunction is a key event in the development of diabetic complications, and abnormal toll-like receptor 4 (TLR4) may contribute to the pathophysiology of vascular diseases, the direct relationships between TLR4 and vascular function in diabetic arteries are still poorly understood. Thus, to investigate whether pharmacological blockade of TLR4 affects vascular function in the superior mesenteric artery (SMA) of streptozotocin (STZ)-induced diabetic rats, the SMA was isolated from male Wistar rat injected once with STZ (65 mg/kg, 27-34 weeks) which was treated with TAK-242 (10-6 M), a TLR4 inhibitor, for approximately 1 d using organ culture techniques. After incubation, functional and biochemical studies were performed. In the functional study, treatment with TAK-242 increased acetylcholine (ACh)-induced relaxation of the diabetic SMA in the intact condition. Sodium nitroprusside (SNP)-induced relaxation was also increased in the TAK-242-treated group compared with the vehicle-treated group. Under cyclooxygenase (COX) blockade by indomethacin (10-5 M), ACh-induced relaxation was similar in the vehicle- and TAK-242-treated groups. In addition, ACh-induced relaxation in the combined presence of the nitric oxide (NO) synthase inhibitor, NG-nitro-L-arginine (L-NNA) (10-4 M), and indomethacin (10-5 M) was similar in the vehicle- and TAK-242-treated groups. The productions of thromboxane (TX) B2 in cultured medium in the presence of ACh (10-5 M) were lower in the TAK-242-treated group than in the vehicle-treated group. These data suggested that TAK-242 could augment endothelium-dependent relaxation by partly suppressing vasoconstrictor TXA2 or increasing NO signaling. TLR4 inhibition may be a novel therapeutic strategy to assist in the management of diabetes-associated vascular complications.Clinical studies, especially those in animal models, have provided evidence that chronic stress may play a role in the etiology of psychiatric diseases, such as depression. Because chronic stress activates the hypothalamic-pituitary-adrenal (HPA) axis, resulting in the excessive secretion of glucocorticoids, the chronic stimulation of glucocorticoid receptors (GRs) may be involved in the pathogenesis of depression. To further investigate the relationship between GR activation and depression, we used the synthetic glucocorticoid dexamethasone (DEX) and the GR antagonist mifepristone to examine the effects of chronic GR stimulation on the circadian rhythms of locomotor activity and serotonergic neurotransmission in the basolateral amygdala (BLA) of rats. Chronic treatment with DEX reduced locomotor activity during the dark phase, without changing overall activity patterns. Measuring the basal release of serotonin in the BLA, using in vivo microdialysis, confirmed that chronic treatment with DEX induced serotonergic hypofunction in the BLA.