A hybrid linear-neural model for time series forecasting

This paper considers a linear model with time varying parameters controlled by a neural network to analyze and forecast nonlinear time series. We show that this formulation, called neural coefficient smooth transition autoregressive model, is in close relation to the threshold autoregressive model and the smooth transition autoregressive model with the advantage of naturally incorporating linear multivariate thresholds and smooth transitions between regimes. In our proposal, the neural-network output is used to induce a partition of the input space, with smooth and multivariate thresholds. This also allows the choice of good initial values for the training algorithm.     

Study of the reactivity of Double-perovskite type oxide La1−xMxNiO4 (M = Ca or Sr) for chemical looping hydrogen production

La_2-xM_xNiO₄ perovskite oxygen carriers (OC) doped with Ca and Sr (x = 0.05 and 0.20) in the site La were prepared by microwave assisted combustion method and calcined at 800 °C for 2 h. A reactivity study was carried out applying pulses of H₂, O₂ and CH₄. The reactions involved in each step, as well as H₂ production, were studied to evaluate the redox properties of each OC. The crystalline structure, morphology, reduction and oxidation profiles were determined by XRD, SEM and TPR/TPO cycles, respectively. The results indicate that the dopant (Ca or Sr) strongly affect the structure and reactivity of the OC. The increase in dopant concentration increased the degree of crystallinity and the amount of the A₂BO₄ phase formed. The increase in dopant concentration decreased the reducibility of the perovskite. OCs doped with Ca showed higher conversion percentages, and also higher H₂ production. In carriers doped with Sr no coke formation was observed.     

Charge-Conversion Strategies for Nucleic Acid Delivery

Nucleic acids are considered as one of the most potent therapeutic modalities, as their roles go beyond storing genetic information and chemical energy or as signal transducers. Attenuation or expression of desired genes through nucleic acids have profound implications in gene therapy, gene editing, and even in vaccine development. Although nucleic acid therapeutics bring in overwhelming possibilities toward the development of molecular medicines, there are significant loopholes in their effective clinical translation. One of the major pitfalls lies in the traditional design concepts of nucleic acid drug carriers, namely, cationic charge induced cytotoxicity. Targeting this bottleneck, several innovative carrier designs have been proposed accommodating charge-conversion approaches, whereby built-in functionalities convert from cationic to neutral or anionic, or even from anionic to cationic enabling the carrier to overcome several critical barriers for therapeutics delivery, such as serum deactivation, instability in circulation, low transfection, and poor endosomal escape. This review will critically analyze various molecular designs of charge-converting nanocarriers in a classified approach for the successful delivery of nucleic acids. Accompanied by the narrative on recent clinical nucleic acid candidates, the review concludes with a discussion on the pitfalls and scope of these emerging approaches.     

Detection of Epstein-Barr virus in the L & H cells of nodular lymphocyte predominance Hodgkin''s disease: report of a case documented by immunohistochemical, in situ hybridization, and polymerase chain reaction methods

The pharmacological response with tilt-table testing predicts long-term efficacy in neurocardiogenic syncope. However, beta-blockers for neurocardiogenic syncope are often not tolerated or are ineffective. Since cholinergic tone is important in the efferent part of the neurocardiogenic reflex, we investigated the pharmacodynamics and efficacy of propantheline bromide in preventing neurocardiogenic syncope. We studied 16 patients (11 males) with a mean age of 48.8 (+/- 15.1) years with presyncope or syncope and who had positive baseline tilt-table studies at a mean of 15.8 (+/- 10.3) minutes into the upright 60 degrees tilt. They were given propantheline bromide orally, an anticholinergic agent, at a dose of 64.3 (+/- 21.8) mg/day for 7 days, and tilt-table testing was repeated 1 hour after readministration of propantheline bromide, 30 mg orally. After propantheline bromide treatment, 13 of 16 patients (81%) had no inducible presyncope or syncope on repeat tilt-table testing. In this group of responders, the mean minimum heart rate during upright tilt-table testing increased from 43.2 (+/- 77.3) beats/min to 77.3 (+/- 17.2) beats/min after propantheline bromide (p < 0.005). More significantly, the minimum mean arterial blood pressure increased from 42.2 (+/- 25) mmHg to 81.3 (+/- 16.7) mmHg (p < 0.0005) during upright tilt. At a follow-up of 15.2 (+/- 7.4) months, in the responder group (12 patients with long-term follow-up), the average dose of propantheline bromide was 32.5 (+/- 23.8) mg/day, which was significantly reduced from the initial dose (p < 0.05). A clinical recurrence of symptoms occurred in only 4 out of 12 patients on propantheline bromide (33%), none of which were directly attributable to drug failure. It was concluded from this study that propantheline bromide is highly effective in preventing neurocardiogenic syncope. In addition, propantheline bromide's effectiveness is more than would be expected by prevention of cardioinhibition in neurocardiogenic syncope and would support a role for direct cholinergic control of vascular tone.     

Coping strategies that psychotherapists use in working with stressful clients.

Historically, research in the area of coping has been based on subjective data-gathering techniques and has dealt with specific life crises or the phenomenon of burnout. Many researchers concluded that client contact is the basis of burnout; however, little or no research has dealt solely with the client–therapist interaction. The purpose of this study was to address this interaction. The coping instrument used in this study consisted of selected coping scales of Folkman and Lazarus and of Prochaska and DiClemente, as well as those that we constructed. We identified six coping strategies that psychotherapists use to deal with the stress that they experience in working with difficult clients. Analyses also revealed that certain coping strategies were related to perceived success. By ascertaining coping strategies used by psychotherapists who perceive themselves as successful, both practitioner and researcher can gain a better understanding of how therapists cope with client-generated stress. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Epidemiological study of bancroftian filariasis in Recife, northeastern Brazil

Three surgeons performed 180 atherectomy procedures in 161 patients using the Transluminal Extraction Catheter in 144 and the Auth Rotablator in 36. The primary patency rate was 55% at 1 year and 46% at 2 years, and failure was caused by stenosis in 28 (15.6%) and occlusion in 61 (33.7%) limbs. Multivariate Cox regression analysis showed significantly better outcome if the indication was claudication, the lesion was short or there was associated stenting. Vascular laboratory surveillance was performed in 93 limbs in 83 patients. Cox regression analysis in this subgroup also showed a significant relationship between outcome and the maximum peak systolic velocity from a duplex scan at the last study performed. Receiver operating characteristics curves showed that a raised maximum peak systolic velocity best predicted late failure (sensitivity 84%, specificity 66% for > 200 cm/s; sensitivity 72%, specificity 84% for > 250 cm/s); the velocity ratio at the stenosis to that in the segment above or the resting ankle/brachial pressure index were less predictive. For 50 procedures studied in the vascular laboratory which remained successful to the end of the study, maximum peak systolic velocities were > 250 cm/s from the first postoperative study, suggesting residual stenosis in 6%, or increased to become > 250 cm/s by the last study, suggesting recurrent stenoses in 12%. For 43 procedures which were studied and later failed, velocities were > 250 cm/s from the first test in 26% or increased to > 250 cm/s by the last test before failure in 40%. Vascular laboratory surveillance helps to predict outcome after atherectomy. Failure may be a result of residual disease from the time of the procedure or from restenosis. The apparent high incidence of clinically manifest or developing stenoses raises doubts as to the benefit of atherectomy over balloon dilatation alone.     

Meningiomas. Epidemiological and anatomopathological study of 340 cases

The authors have retrospectively reviewed all tumors of central nervous system (CNS) operated at the most important neurosurgery hospitals of Curitiba in a 5-year period (1990-1994) and found 304 (22.4%) cases of meningioma. Age mean of the patients was 48.5 years, with a range of 3 to 90 years. A marked female preponderance (68.7%) was noted. The most common tumor location was brain (n = 280) and the remaining cases occurred in spinal cord (n = 10), cerebellum (n = 9) and cranial nerves (n = 5). Histologically, there were 294 (96.7%) meningiomas of the classical type, six malignant or anaplastic, three atypical and one papillary. Two hundred and sixty seven classical meningiomas were from the meningotelial subtype, ten psamomatousos, five fibroblastic, five microcystic, five transicional and two angiomatous. The authors conclude that meningiomas are one of the most common group of primary neoplasias of CNS and the definition of malignancy in those tumors is beset by frequent discordance between histologic and biologic features.     

Effects of misoprostol on pentylenetetrazol-induced seizures in mice

The effects of prostaglandin E-analogue misoprostol on the susceptibility to pentilenetetrazol (PTZ)-induced seizures were examined in mice. Misoprostol (200-800 micrograms/kg), given subcutaneously 45 min before the subconvulsive dose of PTZ (30 mg/kg, i.p) provoked dose-dependent clonic-tonic seizures (30 to 100%) and mortality in mice. At 300 g/kg, s.c., misoprostol pretreatment significantly (p < 0.05) lowered the onset latency to first convulsion as well as the latency to mortality induced by a convulsive dose of PTZ (60 mg/kg, i.p.). At this dose misoprostol was found to lower the CD50 and Ld50 values for PTZ by 21% and 36% respectively. The results suggest that prostaglandins are likely to lower the threshold for convulsions.