Impact of a Deep Learning-based Super-resolution Image Reconstruction Technique on High-contrast Computed Tomography: A Phantom Study.

RATIONALE AND OBJECTIVES: Deep-learning-based super-resolution image reconstruction (DLSRR) is a novel image reconstruction technique that is expected to contribute to improvement in spatial resolution as well as noise reduction through learning from high-resolution computed tomography (CT). This study aims to evaluate image quality obtained with DLSRR and assess its clinical potential. MATERIALS AND METHODS: CT images of a Mercury CT 4.0 phantom were obtained using a 320-row multi-detector scanner at tube currents of 100, 200, and 300 mA. Image data were reconstructed by filtered back projection (FBP), hybrid iterative reconstruction (HIR), model-based iterative reconstruction (MBIR), deep-learning-based image reconstruction (DLR), and DLSRR at image reconstruction strength levels of mild, standard, and strong. Noise power spectrum (NPS), task transfer function (TTF), and detectability index were calculated. RESULTS: The magnitude of the noise-reducing effect in comparison with FBP was in the order MBIR

Effect of pituitary adenylate cyclase-activating polypeptide (PACAP) on prolactin and somatolactin release from the goldfish pituitary in vitro.

Pituitary adenylate cyclase-activating polypeptide (PACAP) plays a role in mediating growth hormone and gonadotropin release in the teleost pituitary. In the present study, we examined the immunohistochemical relationship between PACAP nerve fibers and prolactin (PRL)- and somatolactin (SL)-producing cells in the goldfish pituitary. Nerve fibers with PACAP-like immunoreactivity (PACAP-LI) were identified in the neurohypophysis in close proximity to cells containing PRL-LI or SL-LI. Several cells with PRL-LI or SL-LI showed PACAP receptor (PAC(1)R)-LI. The cell immunoblot assay method was used to examine the effect of PACAP on PRL and SL release from dispersed goldfish pituitary cells. Treatment with PACAP increased the immunoblot area for PRL- and SL-LI from individual pituitary cells in a dose-dependent manner. The effect of PACAP on the expression of mRNAs for PRL and SL in cultured pituitary cells was also tested. Semiquantitative analysis revealed that the expression of SL mRNA, but not PRL mRNA, was increased significantly by the treatment with PACAP. The effect of PACAP on intracellular calcium mobilization in isolated pituitary cells was also investigated using confocal laser-scanning microscopy. The amplitude of Ca(2+) mobilization in individual cells showing PRL- or SL-LI was increased significantly following exposure of cells to PACAP. These results indicate that PACAP can potentially function as a hypophysiotropic factor mediating PRL and SL release in the goldfish pituitary.

"Blood-contacting neurons" in the brain of the Japanese eel Anguilla japonica.

To discriminate "blood-contacting neurons" within the brain of the eel, Evans blue (EB) was injected intraperitoneally. After five days, six brain areas were externally stained blue with the dye; the saccus dorsalis (SD), the epiphysis (E), the area postrema (AP), the posterior part of the magnocellular preoptic nucleus (PM), the pituitary (Pit), and the saccus vasculosus (SV). Among the EB-positive area, some cells in the PM, the anterior tuberal nucleus (NAT) and the AP were discriminated as the "blood-contacting neurons" histologically, whereas EB-positive neurons were not detected in the SD, the E, the Pit and the SV regions. In the PM, most EB-positive neurons (90 %) were immunoreactive to vasotocin (AVT) antibody, indicating that these neurons are vasotocinergic. The remaining EB-positive neurons (10 %) were not immunoreactive to ANG II and tyrosine hydroxylase (TH) antibodies. Although some neurons in the PM were immunoreactive to ANG II antibody, they were EB-negative. In contrast, almost all EB-positive neurons in the AP showed TH-like immunoreactivity (-lir), indicating that these neurons utilize catecholamine(s) as a neurotransmitter. The EB-positive neurons in the NAT were not immunoreactive to AVT, ANG II and TH antibodies, whereas some neurons without EB-staining showed ANG II-lir. Possible roles of these neurons in regulating drinking behavior in eels are discussed.

Endocrine control of the reproductive activity in hibernating bats.

Bats, Chiroptera, constitute the second largest order of the class Mammalia and vary greatly in habitats, available foods and mating systems. The timing, duration and patterns of reproduction in bats vary considerably among species and different localities. Though much is known about the reproductive phenomena and associated endocrine characteristics of various species, the central mechanism regulating the peculiar delay and asynchrony in reproductive activity remains to be elucidated. The current understanding on the endocrine characteristics and possible mechanism of regulation of the hypothalamo-adenohypophysial-gonadal axis of bats will be reviewed, based mainly on our own studies in hibernating rhinolophid bats.

Basic properties and annual changes of follicle-stimulating hormone receptors in the testis of horseshoe bats, Rhinolophus ferrumequinum.

The unique reproductive patterns, delayed fertilization in females, and asynchrony between spermatogenesis and mating behavior in males are well documented in bats living in temperate latitudes. The present study was undertaken to examine follicle-stimulating hormone (FSH) receptors in the testis of bats, Rhinolophus ferrumequinum, during the annual reproductive cycle. Male bats were captured at natural roosting sites and testicular preparations were subjected to a radioligand binding assay for FSH receptors. The weight of paired testes increased considerably in the spermatogenic period and decreased from the mating to hibernation periods. Meiotic division in the testis was observed in the spermatogenic period but not the mating period. Serum testosterone concentrations increased in the spermatogenic period and rapidly decreased in the mating period. The binding of FSH was specific for mammalian FSHs and detected primarily in the testis. Scatchard plot analyses of the binding of FSH to bat testicular preparations showed straight lines, suggesting the presence of a single class of binding sites. The affinities (equilibrium association constant) of FSH receptors were consistent throughout the annual reproductive cycle. The specific binding per unit weight of testis and total binding in the paired testes were highest in the mating period and in the spermatogenic period, respectively, among reproductive periods. The accumulation of cyclic adenosine 3', 5'-monophosphate to FSH stimulation was higher in the spermatogenic period than in the hibernation period. These findings suggest that testicular function of bats is associated with seasonal changes in the number of binding sites, while the number per target cell and the activation of adenylate cyclase led by FSH-receptor complex considerably decreases in the hibernation period.

Arginine Vasopressin Contents of the Hypothalamus and Pituitary during Fetal and Postnatal Development in the Mouse: (mouse/radioimmunoassay/vasopressin/neurosecretion).

The contents of arginine vasopressin (AVP) in the hypothalamus and the pituitary of the mouse during fetal and postnatal development were measured by radioimmunoassay. AVP was first detected in the hypothalamo-pituitary system at the fetal age of 14 days (FA 14). After FA 15, the pituitary levels were higher than the hypothalamic levels except on FA 16. The greater AVP content of the hypothalamus than the pituitary only on FA 16 suggests that AVP synthesis in the perikarya of AVP-producing neurons may significantly increase between FA 15 and FA 16, and that the hormonal transport to the pituitary may be characteristically activated between FA 16 and FA 17. The levels of AVP in both the hypothalamus and the pituitary increased exponentially until the postnatal age of 21 days (PA 21). After PA 30, the content in the pituitary continued to increase, while that in the hypothalamus was kept almost constant. The decrease in AVP content in the pituitary was found between PA 0 and PA 1, and PA 21 and PA 30. These results suggest that AVP might be released from the pituitary in response to significant changes in water metabolism elicited at birth and weaning.