FMCW Radar System Interference Mitigation Based on Time-Domain Signal Reconstruction.

In this study, an interference detection and mitigation method is proposed for frequency-modulated continuous-wave radar systems based on time-domain signal reconstruction. The interference detection method uses the difference in one-dimensional fast Fourier transform (1D-FFT) results between targets and interferences. In the 1D-FFT results, the target appears as a peak at the same frequency point for all chirps within one frame, whereas the interference appears as the absence of target peaks within the first or last few chirps within one frame or as a shift in the target peak position in different chirps. Then, the interference mitigation method reconstructs the interference signal in the time domain by the estimated parameter from the 1D-FFT results, so the interference signal can be removed from the time domain without affecting the target signal. The simulation results show that the proposed interference mitigation algorithm can reduce the amplitude of interference by about 25 dB. The experimental results show that the amplitude of interference is reduced by 20-25 dB, proving the effectiveness of the simulation results.

Beneficial Effects of Hordenine on a Model of Ulcerative Colitis.

Hordenine, a phenethylamine alkaloid, is found in a variety of plants and exhibits a broad array of biological activities and pharmacological properties, including anti-inflammatory and anti-fibrotic effects. However, the efficacy and underlying mechanisms of hordenine in treating ulcerative colitis (UC) remain unclear. To address this, we examined the therapeutic effects of hordenine on dextran sodium sulphate (DSS)-induced UC by comparing disease activity index (DAI), colon length, secretion of inflammatory factors, and degree of colonic histological lesions across diseased mice that were and were not treated with hordenine. We found that hordenine significantly reduced DAI and levels of pro-inflammatory factors, including interleukin (IL)-6, IL-1ß, and tumor necrosis factor alpha (TNF-α), and also alleviated colon tissue oedema, colonic lesions, inflammatory cells infiltration and decreased the number of goblet cells. Moreover, in vitro experiments showed that hordenine protected intestinal epithelial barrier function by increasing the expression of tight junction proteins including ZO-1 and occludin, while also promoting the healing of intestinal mucosa. Using immunohistochemistry and western blotting, we demonstrated that hordenine reduced the expression of sphingosine kinase 1 (SPHK1), sphingosine-1-phosphate receptor 1 (S1PR1), and ras-related C3 botulinum toxin substrate 1 (Rac1), and it inhibited the expression of phosphorylated signal transducer and activator of transcription 3 (p-STAT3) in colon tissues. Thus, hordenine appears to be effective in UC treatment owing to pharmacological mechanisms that favor mucosal healing and the inhibition of SPHK-1/S1PR1/STAT3 signaling.

Formation preview tracking for heterogeneous multi-agent systems: A dynamical feedforward output regulation approach.

The distributed formation tracking with preview information is investigated for discrete-time heterogeneous linear multi-agent systems (MASs) over directed communication networks. Firstly, by constructing an augmented system containing virtual regulation output and previewable information, the original problem is converted into a state regulation problem. Secondly, due to the coupling restriction of the eigenvalues of the exosystem matrix and the communication topology matrix, a linear distributed observer is proposed by introducing two extra parameters to realize asymptotic estimation. Using the output information of the observer, the problem was further formulated in the form of feedforward output regulation. Moreover, by solving the output regulation problem, the sufficient conditions are deduced for ensuring the achievement of the formation preview tracking. Meanwhile, numerical simulations show that the distributed design with preview actions has positive effect on the improvement of the transient response.

The Efficacy and Safety of Mizoribine versus Mycophenolate Mofetil for the Treatment of Renal Transplantation: A Systematic Review and Meta-Analysis.

Background: Mizoribine (MZR) is widely used in Asia due to its high safety and low cost, and comparative studies of its safety and efficacy with the first-line drug mycophenolate mofetil (MMF) have been carried out. This paper aimed to compare the efficacy and safety of MZR and MMF in immunosuppressive therapy of renal transplantation by meta-analysis. Methods: We searched randomized controlled trials (RCTs) comparing MZR versus MMF for renal transplantation in PubMed, Excerpta Medica Database (EMBASE), Cochrane Library, Web of Science, WanFang Database, China National Knowledge Infrastructure (CNKI), and Chinese Biomedical Database (CBM). Articles were assessed for their risk of bias using the Cochrane Collaboration. Forest plots and funnel plots were also performed on the included articles. Results: A total of twelve studies with 1103 patients were selected in the analysis. No significant difference were observed between the MZR group and the MMF group for the rate of acute rejection (RR = 1.50, 95% CI 1.11 to 2.01, P = 0.008), patient survival (RR = 1.01, 95% CI 0.99 to 1.03, P = 0.56), graft survival (RR = 1.02, 95% CI 1.00 to 1.04, P = 0.12), leucopenia (RR = 0.69, 95% CI 0.44 to 1.10, P = 0.12), and liver damage (RR = 0.72, 95% CI 0.46 to 1.13, P = 0.15). The MZR group was associated with a lower risk of gastrointestinal disorder (RR = 0.28, 95% CI 0.13 to 0.62, P = 0.002) and cytomegalovirus infection (RR = 0.59, 95% CI 0.42 to 0.84, P = 0.003) but had a higher risk of hyperuricemia (RR 1.79, 95% CI 1.17 to 2.75, P = 0.007). No significant publication bias was observed among included studies. Discussion. MZR is similar to MMF in efficacy, and in terms of safety, MZR has a lower risk of gastrointestinal disorder and cytomegalovirus infection but a higher risk of hyperuricemia.

Real-time segmentation method of billet infrared image based on multi-scale feature fusion.

Obtaining the surface temperature of billets in heating furnaces has been a hot research in metallurgical industry applications. In order to accurately identify the billet location in infrared images and thus obtain the surface temperature of billets, this paper proposes a real-time segmentation network model based on multi-scale feature fusion to solve the problems of low resolution, low accuracy and slow detection speed of infrared images of traditional target image detection methods. In our method, a dataset with billet infrared images as the experimental object is firstly established, and the proposed network structure adopts multi-scale feature fusion to enhance the information interaction between feature maps at all levels and reduce the information loss during up-sampling by a dense up-sampling strategy. Meanwhile, a lightweight backbone network and deep separable convolution are used to reduce the number of network parameters and speed up the network inference, finally realizing real-time and accurate segmentation of the infrared images of blanks. The highest accuracy of the model in this paper reaches 94.89[Formula: see text]. Meanwhile, an inference speed of 80fps is achieved on GTX2080Ti. Compared with the existing mainstream methods, the method in this paper can better meet the real-time and accuracy requirements of industrial production.

Efficacy and Mechanism of Quercetin in the Treatment of Experimental Colitis Using Network Pharmacology Analysis.

Quercetin, a flavonoid that is present in vegetables and fruits, has been found to have anti-inflammatory effects. However, the mechanism by which it inhibits colitis is uncertain. This study aimed to explore the effect and pharmacological mechanism of quercetin on dextran sodium sulfate (DSS)-induced ulcerative colitis (UC). Mice were given a 4% (w/v) DSS solution to drink for 7 days, followed by regular water for the following 5 days. Pharmacological mechanisms were predicted by network pharmacology. High-throughput 16S rDNA sequencing was performed to detect changes in the intestinal microbiota composition. Enzyme-linked immunosorbent assay and western blotting were performed to examine the anti-inflammatory role of quercetin in the colon. Quercetin attenuated DSS-induced body weight loss, colon length shortening, and pathological damage to the colon. Quercetin administration modulated the composition of the intestinal microbiota in DSS-induced mice and inhibited the growth of harmful bacteria. Network pharmacology revealed that quercetin target genes were enriched in inflammatory and neoplastic processes. Quercetin dramatically inhibited the expression of phosphorylated protein kinase B (AKT) and phosphatidylinositol 3-kinase (PI3K). Quercetin has a role in the treatment of UC, with pharmacological mechanisms that involve regulation of the intestinal microbiota, re-establishment of healthy microbiomes that favor mucosal healing, and the inhibition of PI3K/AKT signaling.

The expression and prognostic value of RNA binding proteins in clear cell renal cell carcinoma.

BACKGROUND: RNA binding proteins (RBPs) have previously been demonstrated to be involved in the initiation and development of human cancers. However, its role in clear cell renal cell carcinoma (ccRCC) is not yet clear. The study was intended to explore the diagnostic and prognostic value of RBPs in ccRCC via bioinformatics methods of public datasets. METHODS: Data download from the Cancer Genome Atlas (TCGA) database was used to identify differentially expressed RBPs between normal renal samples and cancerous samples. Then, we performed the gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of differentially expressed genes (DEGs) using the ClusterProfiler package. Next, the protein-protein interaction (PPI) network was built by the online tool STRING database and Cytoscape software. The significant module and hub genes were screened by MCODE and Cytohubba plugin, respectively. Lastly, we performed a systematical analysis to investigate the diagnostic and prognostic value of candidate RBPs. RESULTS: A total of 133 DEGs, including 39 upregulated RBPs and 94 downregulated RBPs, were screened between ccRCC samples and noncancerous samples. From these data, eight candidate RBPs (RPS2, GAPDH, RPS20, EIF4A1, RPL18, RPL13, RPL18A, and RPS19) were identified. CONCLUSIONS: In summary, we screened differentially expressed RBPs of ccRCC, which were enriched mainly in various biological processes and signaling pathways. Furthermore, we identified eight candidate RBPs, which could serve as potential biomarkers of ccRCC.

An improved wavelet transform and multi-block forecast engine based on a novel training mechanism.

In this paper, a novel prediction technique is proposed to predict wind-power generation. Because of the growth of wind-generated electricity as a component of power grids, various wind-power prediction methods have been proposed recently by researchers. To achieve accurate prediction, a novel approach using a dual-tree complex wavelet transform, a new feature selection procedure, and a combinatorial prediction engine has been implemented to forecast wind-power generation. To improve feature selection to reduce diagnostic efficiency degradation caused by outliers in data-driven diagnostics, an outlier-insensitive combinatorial feature selection procedure has been used to determine candidate subgroup characteristics. Furthermore, a multi-stage forecast engine equipped with a new training mechanism for optimizing free parameters and based on the Elman neural network (ENN) is presented in this work. This training mechanism was developed using an efficient stochastic search method to attain the high learning capabilities of the proposed ENN-based forecast engine. The proposed model has been applied to real-world engineering data from Alberta, Canada, and Oklahoma, United States. The outcomes achieved by the different forecasting methods are compared, proving the effectiveness of the proposed procedure.

The pretransplant neutrophil-lymphocyte ratio as a new prognostic predictor after liver transplantation for hepatocellular cancer: a systematic review and meta-analysis.

AIM: Recently, many reports showed that the pretransplant neutrophil-lymphocyte ratio (NLR) may be correlated with the prognosis of patients undergoing liver transplantation (LT) for hepatocellular cancer (HCC). However, their results still remained controversial. Thus we performed a meta-analysis of 13 studies to estimate the prognostic value of pretransplant NLR. METHODS: Databases including PubMed, Embase, Cochrane Library and Web of Science were searched to September 2017. Hazard ratio (HR) or odds ratio (OR) with its 95% CI was used to evaluate the association between elevated NLR and the prognosis or clinical features of liver cancer patients. RESULTS: A total of 13 studies including 1936 patients were included in this meta-analysis. Elevated pretransplant NLR had a close association with the overall survival (HR: 2.22; 95% CI: 1.34-3.68), recurrence-free survival (HR: 3.77; 95% CI: 2.01-7.06) and disease-free survival (HR: 2.51; 95% CI: 1.22-5.15) of patients undergoing LT for HCC, respectively. In addition, elevated NLR was associated with the presence of vascular invasion (OR: 2.39; 95% CI: 1.20-4.77) and Milan criteria (OR: 0.26; 95% CI: 0.17-0.40). CONCLUSION: The results of this meta-analysis showed that elevated pretransplant NLR may be used as a new prognostic predictor after LT for HCC.

[Effect of Herba Lycopodii Alcohol Extracted Granule Combined Methylprednisolone on Expression Levels of BDNF and NMDA and Behavior of Traumatic Spinal Cord Injury Rats].

OBJECTIVE: To study different effects of Herba Lycopodii (HL) Alcohol Extracted Granule combined methylprednisolone on behavioral changes, brain derived neurotrophic factor (BDNF) expression levels, and N-methyl-D-aspartate (NMDA) receptor levels in rats with spinal cord injury (SCI). METHODS: Male adult SD rats were randomly divided into five groups, i.e., the sham-operation group, the model group, the HL treatment group, the methylprednisolone treatment group, the HL + methylprednisolone treatment group. Rats in the HL treatment group were intragastrically administered with HL at the daily dose of 50 mg/kg for 5 successive days. Rats in the methylprednisolone treatment group were intramuscularly injected with 50 mg/kg methylprednisolone within 8 h after spinal cord contusion, and then the dose of methylprednisolone was reduced for 10 mg/kg for 5 successive days. Rats in the HL + methylprednisolone treatment group received the two methods used for the aforesaid two groups. Basso Beattie and Bresnahan (BBB) score (for hindlimb motor functions) were assessed at day 0, 3, 7, and 28 after operation. At day 13 after SCI, injured spinal T8-10 was taken from 8 rats of each group and stored in liquid nitrogen. The N-methyl-D-aspartate (NMDA) receptor affinity (Kd) and the maximal binding capacity (Bmax) were determined using [3H]MK-801 radioactive ligand assay. Rats' injured spinal cords were taken for immunohistochemical assay at day 28 after SCI. Expression levels of BDNF in the ventral and dorsal horn of the spinal cord were observed. RESULTS: Compared with the sham-operation group, the number of BDNF positive neurons in the ventral and dorsal horn of the spinal cord increased in the model group, Bmax increased (470 ± 34), Kd decreased, and BBB scores decreased at day 3 -28 (all P <0. 05). Compared with the SCI model group, the number of BDNF positive neurons and Kd increased, BBB scores at day 3 -28 increased (P <0. 05) in each medicated group. Bmax was (660 ± 15) in the methylprednisolone treatment group, (646 ± 25) in the HL treatment group, and (510 ± 21) in the HL +methylprednisolone treatment group (P <0. 05). Compared with the methylprednisolone treatment group, the number of BDNF positive neurons and Kd increased, BBB scores at day 7 -28 increased, and Bmax decreased in the HL treatment group and the HL + methylprednisolone treatment group (all P <0. 05). Compard with the HL treatment group, the number of BDNF positive neurons and Kd increased, and Bmax decreased (all P < 0.05). CONCLUSIONS: HL could effectively improve motor functions of handlimbs, increase expression levels of BDNF in the spinal cord, and lessen secondary injury by affecting spinal levels of NMDA receptors. It showed certain therapeutic and protective roles in treating SCI. Its effect was better than that of methylprednisolone with synergism.

[Effect of Gold Belt combined with methylprednisolone on motor function and brain-derived neurotrophic factor expression in rats following traumatic spinal cord injury].

OBJECTIVE: To study the effects of a Gold Belt (GB, a traditional Chinese herbal medicine) combined with methyl-prednisolone (MP) on the motor function and brain-derived neurotrophic factor (BDNF) expression in rats with contusive spinal cord injury (SCI). METHODS: Thirty adult female SD rats were randomly divided into 5 equal groups, namely the sham-operated group, SCI group, SCI with MP treatment group (MP group, with intramuscular injection of 50 mg/kg MP within 8 hours after SCI and then dosage reduced 10 mg/kg daily), SCI with GB treatment group (GB group, with intragastric gavage of GB 50 mg/kg once daily for 7 days), and combined GB and MP treatment group. The Basso, Beattie and Bresnahan (BBB) locomotor scale was used to evaluate the hindlimb motor function of the rats on days 1, 3, 7, 14, 21 and 28 after the injury. After the last evaluation the rats were sacrificed for immunohistochemistry to observe the localization of BDNF in the ventral and dorsal horn of spinal cord. RESULTS: BDNF were distributed mainly in neurons in the spinal cord grey matter ventral horn and dorsal horn of the rats. The number of BDNF-positive neurons and BBB scores in the combined treatment group were significantly higher than those in the other 4 groups (P<0.05). CONCLUSION: GB combined with MP produces better therapeutic effects for treating SCI than GB or MP used alone, and such effects are probably related with enhanced BDNF expression in the spinal cord.

[Effect of methylprednisolone on neurological behavior and the BDNF and NMDA receptor expression after traumatic spinal cord injury in rats].

OBJECTIVE: To study the effect of methylprednisolone on spinal cord injury rats' neural behavior and the expression of brain derived neurotrophic factor (BDNF) and N-methyl-D-aspartic acid (NMDA). METHODS: To establish rat model of spinal cord injury (SCI), the rats were randomly divided into sham operation group, SCI group and methylprednisolone group (n = 16 in each group). Eight rats were used for the behavioral assessment and BDNF measurement,the other eight animals was for the NMDA receptor test in each group. Within 8 h spinal cord contusion, methylprednisolone (50 mg/kg) was injected for methylprednisolone group, then after that the intramuscular injection of methylprednisolone was per day reduction in 10 mg/kg, till 5 days. By using immunohistochemical staining, the distribution of BDNF in the spinal cord and positive cell localization was observed and the number of positive cells were counted. The NMDA receptor affinity (Kd) and maximum binding amount (Bmax) were measured with [3H] MK-801 radioligand method, and the rat hind limb functional was also evaluated with BBB score analysis. RESULTS: Both the number of BDNF positive cells and the BBB score in methylprednisolone group was significant higher than that of SCI group; While increased receptor affinity (Kd) and decreased Bmax for NMDA receptor in methylprednisolone group was seen less than in SCI group (P < 0.05). CONCLUSION: Methylprednisolone can improve the function of rat hind limb, increase BDNF level and decreased NMDA receptor expression after spinal cord injury.

[Effect of gold belt on the BDNF and NMDA receptor expression and behaviour changes in rats following traumatic spinal cord injury].

OBJECTIVE: To study the effects of gold belt (GB), a Chinese Herbal, on behavioral changes and brain derived neutrophic factor (BDNF) expression and N-methyl-D-aspartic acid (NMDA) receptor level in rats subjected to spinal cord injury (SCI). METHODS: Adult male SD rats were randomly divided into three groups: (1) Sham group; (2) Spinal cord injury group (SCI group); (3) Spinal cord injury followed with gold belt treatment (gold belt 50 mg/(kg x d), intragastric gavage once daily for 7 days) group (GB group). The Basso, Beattie and Bresnahan (BBB) locomotor scale method was performed to evaluate the hindlimb motor function in the days 0, 3, 10 and 28. After 13 days, 8 rats in each group were treated with 1% sodium pentobarbital (30 mg/kg), myoloid tissue in T10 position was taken and stored in liquid nitrogen to detect NMDA receptor affinity and maximum binding amount (Bmax) with radioligand binding assay. After 28 days, rats were sacrificed and the spinal cords were harvested for immunohistochemistry to observe the localization of BDNF in the ventral and dorsal horn of the spinal cord. RESULTS: After spinal cord contusion, GB resulted in a significant increase on the number of BDNF positive neurons compared with traumatic group, and increased BBB score and decreased NMDA receptor were also found in GB group. Whereas decreased BDNF expression, NMDA receptor affininty (Kd) were observed in traumatic injury group. CONCLUSION: The gold belt treatment could effectively improve motor function, increase expression of BDNF, reduce the level of NMDA receptors in SCI rats. These data suggested that the gold belt played a role in the neuroplasticity after spinal cord injury.