Miracle-dz/UniFAR-FTUs huggingface dataset:
Research and application of hidden Markov model in data mining

Data mining is to extract large amounts of data or to mine the information from which they need to find important data model, such as business decision-making, knowledge base, scientific and medical research has made great contributions. As users of data mining for the accuracy and precision required, hidden Markov models are widely used in data mining. This paper describes a hidden Markov model in the field of data mining applications, and with hidden Markov model we will resolve some issues.
Organizational Socialization in Public Administration Research: A Systematic Review and Directions for Future Research

Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) approach, we conducted a systematic review of 58 public administration studies of organizational socialization. Organizational socialization is the process of mutual adaptation between an organization and its new members. Our findings demonstrate a growing but geographically disparate interest in this issue. Public administration studies contribute to this research area with novel insights into the determinants of organizational socialization and its effects on employees’ public service motivation, Eurocrats’ support of supranational institutions, person–organization fit, and differences in the socialization of male and female public employees. The review also shows that the effects of organizational socialization on the homogenization of employees’ attitudes should not be exaggerated, especially relative to other homogenizing factors such as attraction or selection effects. The reviewed articles are methodologically eclectic, with a recent but growing interest in longitudinal designs. There are also weaknesses in the operationalization of organizational socialization. We conclude with an agenda for future studies on organizational socialization in public administration research.
Serotonin transporter linked promoter (polymorphism) in the serotonin transporter gene may be associated with antidepressant-induced mania in bipolar disorder

Objective Several pharmacogenetic studies suggest that response to pharmacotherapy in bipolar disorder may be mediated by genetic factors. The aim of this study was to investigate further the association of the genetic variations of the serotonin transporter (5-HTT) gene with antidepressant-induced mania, already reported in recent studies. We also studied the possible association of these genetic variants with diagnosis expression and treatment response to lithium therapy. Methods The sample consisted of 103 and 85 outpatients with diagnosis of bipolar and unipolar disorder, respectively, and 101 controls. Two described polymorphisms of the 5-HTT, the variable number of tandem repeat (VNTR) and serotonin transporter linked promoter (5-HTTLPR) polymorphisms, were genotyped using standard procedures. Results The association analysis performed showed a significantly higher rate of homozygous s/s genotype for 5-HTTLPR among patients with a history of antidepressant-induced mania (60% patients s/s versus 40% l/l, χ2, P=0.04). No significant difference in the distribution of genotypes of the two polymorphisms was observed between the three groups. We found no significant association between these polymorphisms and lithium response. Conclusions The 5-HTTLPR polymorphism could be a useful contributor, among other clinical variables, to predict the risk for manic switches when a patient with bipolar disorder is treated with antidepressant drugs. The contribution of these genetic markers in diagnosis expression and treatment response to lithium is likely to be minor.
Nerve Growth Factor Decreases Soluble Guanylate Cyclase in Rat Pheochromocytoma PC12 Cells*

Nitric oxide (NO) modulates neurotransmission in the central and peripheral nervous systems. NO acts, in part, by stimulating cGMP production by soluble guanylate cyclase (sGC), an obligate heterodimer composed of α and β subunits. To investigate mechanisms that regulate responsiveness to NO in the nervous system, sGC regulation was examined in a rat pheochromocytoma cell line (PC12) exposed to nerve growth factor (NGF). NGF decreased sGC α1 and β1 subunit mRNA and protein levels as well as NO-stimulated sGC enzyme activity. The NGF-mediated decrease in sGC subunit mRNA levels was blocked by 5′-deoxy-5′-methylthioadenosine (an inhibitor of NGF-induced tyrosine phosphorylation). NGF did not decrease sGC subunit mRNA levels in PC12 cells containing a mutant Ras protein that blocks Ras-dependent intracellular signaling. Incubation of PC12 cells with a transcription inhibitor (actinomycin D) or protein synthesis inhibitors (anisomycin or cycloheximide) attenuated the ability of NGF to decrease sGC subunit mRNA levels. Moreover, sGC subunit mRNA levels decreased more rapidly in NGF-treated cells than in actinomycin D-treated cells, suggesting that NGF decreases sGC subunit mRNA stability. Thus, NGF decreases sGC subunit mRNA levels via mechanisms that are dependent on protein tyrosine phosphorylation and Ras activation. The effect of NGF on sGC subunit mRNA stability appears to be transcription- and translation-dependent. Modulation of sGC subunit levels and enzyme activity in PC12 cells suggests that NO responsiveness may be regulated in the nervous system by NGF.
Computerized Evaluation of Fetal Heart Rate during Tocolytic Treatment: Comparison between Atosiban and Ritodrine

We compared the effects of ritodrine and atosiban treatments on fetal cardiovascular behavior by computerized nonstress test (c-NST) analysis. Women diagnosed with preterm labor were randomized to receive either atosiban or ritodrine. A c-NST was performed at least 12 hours after the last corticosteroid administration. Differences in fetal cardiovascular behavior were evident when treatment was given before 30 weeks' gestation. Ritodrine induced higher fetal heart rates, lower long-term variation values, and lower low:high-frequency ratios compared with atosiban. Atosiban induced higher gestational ages at delivery and higher birth weights than ritodrine. The mean Apgar scores were similar for atosiban and ritodrine groups at 1 and 5 minutes. No 5-minute Apgar score was < 7. With respect with atosiban, ritodrine treatment induces tachycardia and a lower variability of fetal heart rate. Such changes could be erroneously interpreted as signal of fetal distress, namely at lower gestational age.
Injectable Dopamine-Modified Poly(ethylene glycol) Nanocomposite Hydrogel with Enhanced Adhesive Property and Bioactivity

A synthetic mimic of mussel adhesive protein, dopamine-modified four-armed poly(ethylene glycol) (PEG-D4), was combined with a synthetic nanosilicate, Laponite (Na0.7+(Mg5.5Li0.3Si8)O20(OH)4)0.7–), to form an injectable naoncomposite tissue adhesive hydrogel. Incorporation of up to 2 wt % Laponite significantly reduced the cure time while enhancing the bulk mechanical and adhesive properties of the adhesive due to strong interfacial binding between dopamine and Laponite. The addition of Laponite did not alter the degradation rate and cytocompatibility of PEG-D4 adhesive. On the basis of subcutaneous implantation in rat, PEG-D4 nanocomposite hydrogels elicited minimal inflammatory response and exhibited an enhanced level of cellular infiltration as compared to Laponite-free samples. The addition of Laponite is potentially a simple and effective method for promoting bioactivity in a bioinert, synthetic PEG-based adhesive while simultaneously enhancing its mechanical and adhesive properties.
Enterotoxigenic Escherichia coli diarrhea in an endemic area prepares the intestine for an anamnestic immunoglobulin A antitoxin response to oral cholera B subunit vaccination

We examined whether infection with enterotoxigenic Escherichia coli (ETEC) producing the heat-labile enterotoxin (LT) can prime the gut immune system to respond more efficiently to the immunologically related cholera B subunit component of a recently developed oral B subunit-whole-cell cholera vaccine (B-WCV). Nine Bangladeshi adults who had been hospitalized for watery diarrhea caused by LT-producing ETEC were given a single oral immunization with B-WCV on day 28 after hospital admission. The vaccine preparation used was adjusted to contain a lower-than-usual dose of B subunit, which had been found in previous studies to elicit a significant gut mucosal immunoglobulin A antitoxin response mainly in individuals with previous toxin-specific priming of their gut immune system. For comparison, nine patients convalescing from severe cholera disease and eight healthy subjects with no recent history of either cholera or ETEC infection were given the same oral vaccination with B-WCV. Vaccination in the ETEC convalescents induced an immunoglobulin A antitoxin response in intestinal lavage fluid which was comparable with that in the vaccinated cholera convalescents and superior to that in the vaccinated, previously uninfected controls. By contrast, only the cholera patients responded with anamnestic-type anti-cholera lipopolysaccharide antibody titer rises in the intestine after vaccination. These data support the specificity of the anamnestic anti-cholera toxin response in the ETEC patients after vaccination with cholera B-WCV.
Biliopancreatic Route for Effective Viral Transduction of Pancreatic Islets

Objective Pancreatic islets are notoriously difficult to efficiently transduce genes with viruses whether in vivo or ex vivo, the latter only transducing superficial layers of the islet. To improve efficiency of transduction, we explored surgical approaches to virus delivery in vivo. Methods A technique was developed for retrograde surgical perfusion into the rat biliopancreatic duct with a test adenovirus containing a construct coexpressing green fluorescent protein, the latter for detection of infected cells. Results Pancreatic islets isolated after acute pancreatic infusion and cultured for 2 days showed expression in the entire islet and in almost all islets. When rats were recovered from the surgery, and then islets isolated at 1 and 8 weeks after surgery, we continued to see extensive islet green fluorescent protein expression, albeit at more reduced levels at 8 weeks. Conclusions This strategy of surgical pancreatic ductal perfusion of viruses is an effective way to transduce or reduce gene expression in pancreatic islets for both acute and chronic study.
Improved glycemic control with proximal intestinal bypass and weight loss following gastrectomy in non-obese diabetic gastric cancer patients

Purpose The aim of this study was to assess whether gastrectomy influences glycemic control in non-obese diabetic gastric cancer patients and to identify factors related to glucose metabolism after gastrectomy. Materials and Methods We retrospectively analyzed changes in glucose metabolism in 238 non-obese (body mass index < 30 kg/m2) patients with type II diabetes who underwent distal gastrectomy with either gastroduodenostomy (n = 91) or gastrojejunostomy (n = 147) for stage I gastric cancer. We collected demographics, diabetes-related features, surgery-related features, and changes in glucose metabolism during follow-up. The effect of surgery on the course of diabetes was evaluated at different time points according to fasting blood glucose levels and use of diabetes-related medication. Results Preoperatively, the mean body mass index was 24.3 ± 2.3. Weight, body mass index and fasting blood glucose of all patients were significantly lower compared to preoperative levels at all time points. Weight loss after 6 months and the percentage of patients whose weight loss ratio was higher than 10% after one year were greater in the gastrojejunostomy group than the gastroduodenostomy group. Overall, 88 (37%) patients showed improvement in their diabetes course at one month after surgery; 152 (64%) showed improvement after 2 years. Duration of diabetes, weight loss, and reconstruction type were associated with improvement in diabetes at different time points. At 6 months and thereafter, the percentage of patients with an improved diabetes course was highest in the gastrojejunostomy plus higher than 10% weight loss group. Conclusions Although weight loss may be associated with adverse effects of gastrectomy, postoperative weight loss in an acceptable range is a useful measure of the better glycemic control for the group of diabetic patients. Selecting gastrojejunostomy during gastrectomy and inducing acceptable weight loss after gastrectomy could be beneficial to the non-obese diabetic gastric cancer patients for improved glycemic control.
Curcumin Decreases Acid Sphingomyelinase Activity in Colon Cancer Caco-2 Cells

Curcumin has been shown to inhibit cell growth and induce apoptosis in colon cancer cells. The metabolism of sphingomyelin has implications in the development of colon cancert. We examined whether curcumin affects the enzymes that hydrolyse sphingomyelin in Caco-2 cells. The cells were cultured in both monolayer and polarized conditions and stimulated with curcumin. The activities of sphingomyelinases were determined. Sphingomyelin and its hydrolytic products were analysed by thin layer chromatography. The changes of acid sphingomyelinase protein were examined by Western blotting. We found that curcumin reduced the hydrolytic capacity of the cells against choline-labelled sphingomyelin, associated with a mild increase of cellular sphingomyelin in the cells. Analysis of the hydrolytic products revealed that the activity was derived from acid sphingomyelinase not from phospholipase D. The curcumin-induced reduction of acid SMase required more than 8 h stimulation. Western blotting showed reduced acid sphingomyelinase protein after curcumin stimulation. The inhibitory effect was more potent in monolayer cells than in polarised cells. No changes of other sphingomyelinases were identified. In the concentrations inhibiting acid sphingomyelinase, curcumin inhibited DNA synthesis and induced cell death. In conclusion, curcumin inhibits acid sphingomyelinase and the effect might be involved in its antiproliferative property against colon cancer cells.
Militarism and Dual-Conflict Capacity

ABSTRACT This research note examines how domestic institutions can moderate the relationship between domestic and interstate conflict involvement. Previous work has found that military dictatorships are more likely to become involved in either domestic or international conflicts, compared to party-based autocracies. We argue that the same institutional explanations for why military autocracies are more conflict-prone also make them less capable of successfully carrying out multiple conflicts at the same time. Analyzing interstate and domestic conflict involvement on a sample of dictatorships over the period 1947–2004, we show that military autocracies dealing with internal armed conflict are less likely than their nonmilitary counterparts to become involved in an international conflict.
Nontargeted metabolome analysis by use of Fourier Transform Ion Cyclotron Mass Spectrometry.

Advanced functional genomic tools now allow the parallel and high-throughput analyses of gene and protein expression. Although this information is crucial to our understanding of gene function, it offers insufficient insight into phenotypic changes associated with metabolism. Here we introduce a high-capacity Fourier Transform Ion Cyclotron Mass Spectrometry (FTMS)-based method, capable of nontargeted metabolic analysis and suitable for rapid screening of similarities and dissimilarities in large collections of biological samples (e.g., plant mutant populations). Separation of the metabolites was achieved solely by ultra-high mass resolution; Identification of the putative metabolite or class of metabolites to which it belongs was achieved by determining the elemental composition of the metabolite based upon the accurate mass determination; and relative quantitation was achieved by comparing the absolute intensities of each mass using internal calibration. Crude plant extracts were introduced via direct (continuous flow) injection and ionized by either electrospray ionization (ESI) or atmospheric pressure chemical ionization (APCI) in both positive or negative ionization modes. We first analyzed four consecutive stages of strawberry fruit development and identified changes in the levels of a large range of masses corresponding to known fruit metabolites. The data also revealed novel information on the metabolic transition from immature to ripe fruit. In another set of experiments, the method was used to track changes in metabolic profiles of tobacco flowers overexpressing a strawberry MYB transcription factor and altered in petal color. Only nine masses appeared different between transgenic and control plants, among which was the mass corresponding to cyanidin-3-rhamnoglucoside, the main flower pigment. The results demonstrate the feasibility and utility of the FTMS approach for a nontargeted and rapid metabolic "fingerprinting," which will greatly speed up current efforts to study the metabolome and derive gene function in any biological system.
Constructing an Intelligent Patent Network Analysis Method

Patent network analysis, an advanced method of patent analysis, is a useful tool for technology management. This method visually displays all the relationships among the patents and enables the analysts to intuitively comprehend the overview of a set of patents in the field of the technology being studied. Although patent network analysis possesses relative advantages different from traditional methods of patent analysis, it is subject to several crucial limitations. To overcome the drawbacks of the current method, this study proposes a novel patent analysis method, called the intelligent patent network analysis method, to make a visual network with great precision. Based on artificial intelligence techniques, the proposed method provides an automated procedure for searching patent documents, extracting patent keywords, and determining the weight of each patent keyword in order to generate a sophisticated visualization of the patent network. This study proposes a detailed procedure for generating an intelligent patent network that is helpful for improving the efficiency and quality of patent analysis. Furthermore, patents in the field of Carbon Nanotube Backlight Unit (CNT-BLU) were analyzed to verify the utility of the proposed method.
Bioequivalence study of alpha-dihydroergocryptine: utility of metabolite evaluation.

Metabolite assessment is an open question in bioequivalence studies. In situations of low absorption, high first-pass metabolism, and intrasubject variability, metabolites may reflect absorption more adequately than the parent drug, and their determination may help decision-making in bioequivalence issues. Treating alpha-dihydroergocryptine (DHECT) as a model, we used both unchanged DHECT and a pool of DHECT metabolites to evaluate the bioequivalence of 2 oral DHECT formulations (reference-R and test-T) in 12 subjects. DHECT and its metabolites were immunoassayed. There was no difference between the 2 formulations in terms of the AUC0-infinity (area under the curve) values determined from unchanged DHECT or DHECT with metabolites profiles: 572 +/- 490 pg/ml.h (R) and 442 +/- 276 pg/ml.h (T) for unchanged DHECT, and 7,141 +/- 2,936 pg/ml.h (R) and 6,941 +/- 1,462 pg/ml.h (R) for DHECT with metabolites. Confidence intervals were within the ranges 0.8-1.25 (AUC0-infinity) and 0.7-1.43 (Cmax) for DHECT with metabolites but not for unchanged DHECT. This study describes a particular case where only measurements on the basis of the metabolites can justify the assumption of bioequivalence.
Spatial effects on the productive structure of Spanish agri-food cooperatives

This article analyses the role of spatial effects on the productive growth of Spanish agri-food cooperatives. The study was based on a sample data from 172 Spanish cooperatives for the period 2010–2012. We applied the Malmquist productivity index method to compute the productivity growth and its components. We then developed a multi-equational productivity growth model with spatial effects. Our results show that the productivity growth in agri-food cooperatives depends on the geographical location of the company and its interaction with its neighbours. This analysis supports the importance of taking into account the spatial dimension when regional agri-food policies are designed, particularly, for cooperatives characterized by the inter-cooperation principle.
Causality patterns for Brent, WTI, and Argus oil prices

ABSTRACT Causality patterns are analysed for daily Brent, West Texas Intermediate (WTI), and Argus Sour Crude Index (Argus) oil prices, Argus is the reference price for exports from Saudi Arabia, Kuwait and Iraq. Nonparametric Granger causality testing uncovers bi-directional causal links between Brent and WTI prices at multiple lags. Unidirectional causality from both Brent to Argus and WTI to Argus is also documented. If the current Saudi Arabia attempt to increase market share is successful, variations in Argus prices may start preceding movements in Brent and WTI, also.
What Do We Lose When We Average Expectations

In this paper, I use the Bloomberg Survey of forecasts to assess if evaluating the distribution of expectations will lead to important additional insights over the evaluation of the simple average. I first introduce new approaches that allow me to assess the forecast accuracy and the information rigidity at the individual level despite a large share of missing data. Applying these new approaches, I find that taking into account the distribution can significantly improve the predictive power of the survey. For example, I find that the part of uncertainty measured by disagreement can improve the prediction of recessions in a dynamic probit model relative to the simple average. On information rigidity, I find that some of the rigidity found at the aggregate level likely stems from the aggregation process. Together, my findings suggest that we should look at individual expectations whenever possible as important insights are lost by just looking at aggregate expectations.
Safety and bioequivalency of three formulations of respiratory syncytial virus-enriched immunoglobulin

Respiratory syncytial virus (RSV) causes serious illness (lower respiratory illness) in preterm infants. RSV antibody-enriched immunoglobulin (RSVIG) that was lyophilized (LYO) protected against RSV lower respiratory illness. The Food and Drug Administration now requires an additional viral inactivation step (VI). We compared LYO, LYO-VI, and a more convenient liquid RSVIG (LIQ-VI) in 30 preterm infants (median age, 7 months; median weight, 5.4 kg). Infants were randomized to receive LYO (n = 10), LYO-VI (n = 10), or LIQ-VI (n = 10) in monthly infusions of 750 mg/kg of body weight per dose (December to March). Children were monitored closely for adverse reactions to RSVIG and for RSV illness.