Effects of accessible information amount and judgment times on human diagnostic performance of nuclear power plant faults.

Information is key to the process of diagnosis, so it is necessary to understand how information amount may influence human performance. The current study investigated this issue through an experiment where participants diagnosed an accident in a simulated nuclear power plant. The amount of accessible information and the times of making judgments were manipulated. The results showed that increasing the amount of accessible information led the participants to seek more and think shallower, and thus decreased diagnostic accuracies, whereas no significant effects were found for multiple judgement times. The authors argue that the disadvantages of more accessible information could be attributed not simply to 'information overload', but partly to the diagnosticians' unwise choice of information processing strategies. The findings imply that system designers should restrain the ever-growing amount of information while users should make more efficient use of information rather than take in more.Practitioner summary: Current research on diagnosis by humans was mostly limited to outcome performance. This study empirically investigated factors influencing its detailed process. The results showed that increasing accessible information amount impaired both process and outcome performances.

Analysis of retinal vasculature changes in indirect traumatic optic neuropathy using optic coherence tomography angiography.

AIM: To assess the retinal vasculature alterations in indirect traumatic optic neuropathy (ITON) patients following craniofacial trauma by optic coherence tomography angiography (OCTA). METHODS: Patients diagnosed of monocular ITON were recruited from August 2016 to May 2020. OCTA was performed using the AngioVue OCT-A system for two cube scans centered at the optic nerve head and fovea. OCTA data included thicknesses of peripapillary retinal nerve fiber layer (RNFL) and macular ganglion cell complex (GCC), as well as proportion of capillary perfusion and data were analyzed for correlation with post-injury timepoints: within 7, 8-30, 31-90, and 91-365d. RESULTS: A total of 73 ITON patients were studied. Significant thinning of RNFL and GCC layers and attenuation of microvascular perfusion were observed in ITON eyes as compared to contralateral unaffected eyes (for most of the analyzed sectors and quadrants, P<0.05). Without respect to surgical intervention and vision recovery, the decrease in retinal layer thicknesses and microvascular perfusion was time-dependent, and most significant within three months (P<0.001). CONCLUSION: ITON presents with time-dependent thinning of retinal layers and attenuation of microvasculature, indicating possible degeneration of retinal ganglion cells due to reduced retinal blood supply.

Affective Voice Interaction and Artificial Intelligence: A Research Study on the Acoustic Features of Gender and the Emotional States of the PAD Model.

New types of artificial intelligence products are gradually transferring to voice interaction modes with the demand for intelligent products expanding from communication to recognizing users' emotions and instantaneous feedback. At present, affective acoustic models are constructed through deep learning and abstracted into a mathematical model, making computers learn from data and equipping them with prediction abilities. Although this method can result in accurate predictions, it has a limitation in that it lacks explanatory capability; there is an urgent need for an empirical study of the connection between acoustic features and psychology as the theoretical basis for the adjustment of model parameters. Accordingly, this study focuses on exploring the differences between seven major "acoustic features" and their physical characteristics during voice interaction with the recognition and expression of "gender" and "emotional states of the pleasure-arousal-dominance (PAD) model." In this study, 31 females and 31 males aged between 21 and 60 were invited using the stratified random sampling method for the audio recording of different emotions. Subsequently, parameter values of acoustic features were extracted using Praat voice software. Finally, parameter values were analyzed using a Two-way ANOVA, mixed-design analysis in SPSS software. Results show that gender and emotional states of the PAD model vary among seven major acoustic features. Moreover, their difference values and rankings also vary. The research conclusions lay a theoretical foundation for AI emotional voice interaction and solve deep learning's current dilemma in emotional recognition and parameter optimization of the emotional synthesis model due to the lack of explanatory power.

Ginsenoside Rh1 inhibits colorectal cancer cell migration and invasion in vitro and tumor growth in vivo.

Colorectal cancer (CRC) is the third leading cause of cancer-associated mortality worldwide. Ginsenoside Rh1 (Rh1) is a traditional medicine monomer with antitumor activity; however, the effects of Rh1 in CRC remain to be determined. In the present study, SW620 cells were treated with different concentrations of Rh1. Cell Counting Kit-8, wound healing and Transwell assays were performed to measure cell viability and proliferation, migration and invasion, respectively. Subsequently, the mRNA expression levels of matrix metallopeptidase (MMP)1, MMP3 and tissue inhibitor of metalloproteinases 3 (TIMP3) were detected by reverse transcription-quantitative PCR analysis. In addition, the protein expression levels of MMP1, MMP3, TIMP3, and total or phosphorylated (p-)ERK1/2, P38, JNK were detected by western blotting. Furthermore, tumor growth was examined in a nude mouse xenograft model. The results of the present study indicated that Rh1 was not toxic to CRC cells at various concentrations (0, 50 or 100 µM) and treatment durations (24 or 48 h). However, cell proliferation was suppressed by Rh1 in a dose-dependent manner. Rh1 (100 µM) significantly inhibited cell migration and invasion in vitro. Additionally, Rh1 suppressed the mRNA and protein expression of MMP1 and MMP3, and promoted TIMP3 expression. Rh1 decreased the ratios of p-P38/P38, p-ERK1/2/ERK1-2 and p-JNK/JNK in vitro and in vivo, which suggested that Rh1 inactivated the mitogen-activated protein kinase (MAPK) signaling pathway. Notably, Rh1 markedly decreased tumor volume and weight in vivo. In conclusion, the present study demonstrated that Rh1 inhibited the proliferation, migration and invasion of CRC cells in vitro and tumor growth in vivo. This inhibition was at least partially due to the inhibition of MMP1 and MMP3 expression, the increase in TIMP3 expression level and the MAPK signaling pathway inactivation. Therefore, Rh1 may effectively inhibit the development of CRC as an anticancer drug, and may have a supporting effect during CRC treatment.

Inhibitory effects of petasin on human colon carcinoma cells mediated by inactivation of Akt/mTOR pathway.

BACKGROUND: Colorectal cancer is the third most common cancer worldwide and still lack of effective therapy so far. Petasin, a natural product found in plants of the genus Petasites, has been reported to possess anticancer activity. The present study aimed to investigate the anticolon cancer activity of petasin both in vitro and in vivo. The molecular mechanism of petasin was also further explored. METHODS: Caco-2, LoVo, SW-620, and HT-29 cell lines were used to detect the inhibitory effect of petasin on colon cancer proliferation. Cell viability was determined using the MTT (3-[4,5-dimethylthiazol-2-yl]-2,5-diphenyltetrazolium bromide) assay. Cell apoptosis was analyzed by flow cytometry. Hoechst 33258 staining was used to visualize morphological changes. Cell migration was assessed using a wound-healing migration assay, and cell invasion was investigated using Transwell chambers. Western blotting assays were employed to evaluate the expression levels of proteins in the protein kinase B/mammalian target of rapamycin (Akt/mTOR) signaling pathway. Finally, in vivo activity of petasin was evaluated using the SW-620 subcutaneous tumor model established in Balb/c nude mice. Twelve rats were randomly divided into control group and 10 mg/kg petasin group. The tumor volume was calculated every 7 days for 28 days. Terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) assay was performed to assess the apoptotic effect of petasin. Differences between two groups were assessed by analysis of independent-sample t tests. RESULTS: Petasin significantly inhibited the proliferation of human colon carcinoma cell lines, induced apoptosis, and suppressed migration and invasion in SW-620 cells. Western blotting results showed that petasin decreased the phosphorylation of Akt (1.01 ±â€Š0.16 vs. 0.74 ±â€Š0.06, P = 0.042), mTOR (0.71 ±â€Š0.12 vs. 0.32 ±â€Š0.11, P = 0.013), and P70S6K (1.23 ±â€Š0.21 vs. 0.85 ±â€Š0.14, P = 0.008), elevated the expression of caspase-3 (0.41 ±â€Š0.09 vs. 0.74 ±â€Š0.12, P = 0.018) and caspase-9 (1.10 ±â€Š0.27 vs. 1.98 ±â€Š0.22, P = 0.009), decreased the Bcl-2 protein (2.75 ±â€Š0.47 vs. 1.51 ±â€Š0.36, P = 0.008), downregulated the expression of matrix metalloproteinase (MMP)-3 (1.51 ±â€Š0.31 vs. 0.82 ±â€Š0.11, P = 0.021) and MMP-9 (1.56 ±â€Š0.32 vs. 0.94 ±â€Š0.15, P = 0.039) in SW-620 cell. In vivo, 10 mg/kg petasin inhibited tumor growth in Balb/c nude mice (924.18 ±â€Š101.23 vs. 577.67 ±â€Š75.12 mm at day 28, P = 0.001) and induced apoptosis (3.6 ±â€Š0.7% vs. 36.0 ±â€Š4.9%, P = 0.001) in tumor tissues. CONCLUSIONS: Petasin inhibits the proliferation of colon cancer SW-620 cells via inactivating the Akt/mTOR pathway. Our findings suggest petasin as a potential candidate for colon cancer therapy.

[Effect of Serum Uric Acid on Renal Function of Patients with Abnormal Glucose Metabolism].

OBJECTIVE: To determine the effect of serum uric acid on renal function of patients with abnormal glucose metabolism. METHODS: A total of 1 495 people who took physical examinations in West China Hospital of Sichuan University in May 2014 were recruited in this study. Serum nitrogen (BUN), creatinine (SCr), triglycerides (TG), cholesterol (TC), high-density lipoprotein (HDL-C), low-density lipoprotein (LDL-C) and uric acid (SUA) of the participants were detected by an automatic biochemical analyzer. The glomerular filtration rate, (eGFR) was calculated with CKD-EPI. According to hyperuriceima (HUA), the participants were divided into groups with impaired fasting glucose (IFG), diabetes (DM), IFG with hyperuicimia, and DM with hyperuricemia. The participants with normal fasting plasma glucose served as controls. Renal dysfunction was detected using eGFR≤50 mL/(min . 1. 73 m2) and SCr≤1. 7 µg/mL. RESULTS: About 13. 18% (197/1 495) participants were identified as IFG with HUA: male (158)/female (39) ratio =4.05; 4.41% (66/1 495) as DM with HUA: male (58)/female (8) ratio = 7. 25. Participants with HUA in the control, IFG and DM groups had higher levels of BUN and SCr and lower levels of eGFR than those without HUA (P<0. 05). HUA was more likely to be associated with serum. lipid in the control and IFG groups (most P<0. 05) than in the DM group (P>0. 05). DM patients without HUA had better renal function and serum lipid levels than those who had HUA in their early stage of abnormal glucose metabolism (IFG with HUA) (P<0. 05). The prevalence of renal dysfunction of IFG patients with HUA was significantly higher than those without HUA, similar to the prevalence of renal dysfunction of DM patients with HIUA (P