Topic Sentiment Joint Model with Word Embeddings

Abstract. Topic sentiment joint model is an extended model which aims to deal with the problem of detecting sentiments and topics simultaneously from online reviews. Most of existing topic sentiment joint modeling algorithms infer resulting distributions from the co-occurrence of words. But when the training corpus is short and small, the resulting distributions might be not very satisfying. In this paper, we propose a novel topic sentiment joint model with word embeddings (TSWE), which introduces word embeddings trained on external large corpus. Furthermore, we implement TSWE with Gibbs sampling algorithms. The experiment results on Chinese and English data sets show that TSWE achieves significant performance in the task of detecting sentiments and topics simultaneously

Facile synthesis of monodisperse Cu3SbSe4 nanoparticles and thermoelectric performance of Cu3SbSe4 nanoparticle-based materials

International audienceIn this study, large-scale synthesis of Cu3SbSe4 and Cu3Sb0.98Sn0.02Se4 nanoparticles with a narrow size distribution was achieved through a rapid-injection route. These nanoparticles showed a monodisperse and quasi-spherical morphology. The Cu3SbSe4 and Cu3Sb0.98Sn0.02Se4 nanoparticle-based bulk materials were then prepared by hot-pressed sinter of the nanoparticles, and their thermoelectric performances were systematically studied. Due to the reduced lattice thermal conductivity from enhanced phonon scattering at the grain interfaces of the bulk materials, the maximum ZT value of the Cu3Sb0.98Sn0.02Se4 bulk materials reached 0.50 at 575

Antioxidant and Perservation Effect of Aromatic Hydrosol and Its Application in Fresh-Cut Agaricus bisporus (Lange) Sing. Preservation

Polyphenol oxidase (PPO) is one of the most important factors affecting the browning of fresh-cut fruit and vegetable products. In this research, the effect of aromatic hydrosol on the activity of PPO and its biological antioxidant effect were studied. Aromatic hydrosol extracted from 12 kinds of aromatic plants by steam distillation all inhibited the activity of PPO. Eight of the 12 aromatic hydrosols had a significant scavenging effect on 1,1-diphenyl-2-picrylhydrazyl (DPPH), 2,2’-azinobis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) radical cation, and 2-phenyl-4,4,5,5-tetramethylimidazoline-3-oxide-1-oxyl (PTIO) radicals. Total antioxidant capacity assay showed that they had strong antioxidant activity. Analysis by electronic nose and gas chromatography-mass spectrometry (GC-MS) showed that terpenoids and aromatic compounds were the major volatile components of aromatic hydrosol. The efficacy of aromatic hydrosol was evaluated in preserving the quality of fresh-cut mushrooms (Agaricus bisporus). The results showed that compared with the control group, the PPO activity in mushrooms treated with aromatic hydrosol was inhibited, and the increase in browning index (BI) was delayed. In addition, total phenol content, hardness, mass loss and total microbial load were effectively controlled. These results indicate that aromatic hydrosol treatment has a positive effect on maintaining the quality of fresh-cut mushrooms

The prospective outcome of the monkeypox outbreak in 2022 and characterization of monkeypox disease immunobiology

A new threat to global health re-emerged with monkeypox’s advent in early 2022. As of November 10, 2022, nearly 80,000 confirmed cases had been reported worldwide, with most of them coming from places where the disease is not common. There were 53 fatalities, with 40 occurring in areas that had never before recorded monkeypox and the remaining 13 appearing in the regions that had previously reported the disease. Preliminary genetic data suggest that the 2022 monkeypox virus is part of the West African clade; the virus can be transmitted from person to person through direct interaction with lesions during sexual activity. It is still unknown if monkeypox can be transmitted via sexual contact or, more particularly, through infected body fluids. This most recent epidemic’s reservoir host, or principal carrier, is still a mystery. Rodents found in Africa can be the possible intermediate host. Instead, the CDC has confirmed that there are currently no particular treatments for monkeypox virus infection in 2022; however, antivirals already in the market that are successful against smallpox may mitigate the spread of monkeypox. To protect against the disease, the JYNNEOS (Imvamune or Imvanex) smallpox vaccine can be given. The spread of monkeypox can be slowed through measures such as post-exposure immunization, contact tracing, and improved case diagnosis and isolation. Final Thoughts: The latest monkeypox epidemic is a new hazard during the COVID-19 epidemic. The prevailing condition of the monkeypox epidemic along with coinfection with COVID-19 could pose a serious condition for clinicians that could lead to the global epidemic community in the form of coinfection

Research advances in microRNAs in regulating hepatitis C virus replication and antiviral therapy

Hepatitis C virus (HCV) infection is one of the most common causes of chronic hepatitis, liver cirrhosis, and hepatocellular carcinoma. MicroRNAs (miRNAs), a class of small, non-coding RNA, are involved in a variety of physiological and pathological processes in human bodies. The mechanism by which miRNAs regulate HCV replication is described, and the effects of liver-specific microRNA-122 antagonists on hepatitis C antiviral therapy are discussed. Our study indicates that miRNAs play an important regulatory role in HCV expression. Targeting miRNAs may be a potential therapeutic approach for treating HCV infection, but further studies are still in need

Value of spleen stiffness measured by noninvasive method in evaluating the severity of cirrhotic portal hypertension

Cirrhotic portal hypertension can lead to serious complications including esophageal variceal bleeding. Hepatic venous pressure gradient (HVPG) and upper gastrointestinal endoscopy can be used to evaluate the severity of portal hypertension and predict the risk of bleeding. However, both methods are invasive, which limits their clinical practice. Therefore, noninvasive techniques for the evaluation of portal hypertension will have certain advantages in clinical practice. This article introduces the noninvasive methods for the measurement of spleen stiffness, including transient elastography, acoustic radiation force impulse, real-time tissue elastography, and magnetic resonance elastography, as well as the value of these methods in evaluation of portal hypertension and influencing factors. It is pointed out that the difference in the diagnostic efficiency of spleen stiffness measured by these methods in portal hypertension needs to be verified by further studies

The Effect of Implicit Preferences on Food Consumption: Moderating Role of Ego Depletion and Impulsivity

Ego depletion has been found to moderate the effect of implicit preferences on food consumption, such that implicit preferences predict consumption only under a depleted state. The present study tested how trait impulsivity impacts the effect of implicit preferences on food consumption in a depleted condition. Trait impulsivity was measured by means of self-report and a stop signal task. Results showed that both self-reported impulsivity and behavioral impulsivity moderated the ‘depletion and then eating according to implicit preferences’ effect, albeit in different ways. Participants high in self-reported impulsivity and low in behavioral impulsivity were more vulnerable to the effect of depletion on eating. The implications of these results for extant theories are discussed. Future research is needed to verify whether or not trait impulsivity is associated with vulnerability to depletion across different self-control domains

Efficacy and safety of simeprevir in combination with peginterferon and ribavirin for patients with hepatitis C genotype 1 infection: a meta-analysis of randomized trials

Background and aim: A simeprevir (SMV)-based regimen has shown promising results in treating chronic hepatitis C virus (HCV) infection. This meta-analysis aimed to assess the efficacy and safety of simeprevir for treating HCV genotype 1 infection. Methods: MEDLINE, EMBASE, and the Cochrane Central Register of Controlled Trials were searched, along with the reference lists of retrieved articles. The meta-analysis only included randomized controlled trials (RCTs) that compared the efficacy and safety of addition of SMV to peginterferon (PegIFN) and ribavirin (RBV) (triple regimen) with PegIFN/RBV alone (dual regimen) in treating chronic HCV genotype 1 infection. Results: A total of seven RCTs involving 2,301 patients were included. The triple regimen had a higher pooled sustained virologic response (SVR) rate [odds ratio (OR) = 4.57; 95% confidence interval (CI): 3.34-6.27; p < 0.001)] and lower pooled relapse rate [relative risk (RR) = 0.41; 95% CI: 0.33-0.50; p < 0.001] than the dual regimen had. The pooled incidence of adverse events (AEs) was comparable between the two regimens (RR = 1.01; 95% CI: 0.99-1.03; p = 0.339), whereas the incidence of serious AEs in the triple regimen was lower (RR = 0.7; 95% CI: 0.50-0.98; p < 0.05). Conclusions: The meta-analysis demonstrates that the addition of SMV to pegIFN and RBV is effective and well-tolerated in treating chronic HCV genotype 1 infection, with a low incidence of AEs