The core problem of the brain-computer interface (BCI) based on neural signal is estimating neural firing rate from a spike train and then using neural population decoding algorithm to decode movement trajectory.In this artical, we review the theoretical basis of both classic and current firing rate estimations and compare the advantages and drawbacks of these methods. At the same time we also review the decoding algorithm which using neural firing rate to decode movement trajectory in brain- computer interface: population vector algorithm, linear filter and kalman filter. At last, some results applying these estimators of firing rate to decode arm movement in BCI are introduced. The results show apparently different performance of the different firing rate estimators, while minimal differences are observed in the actual application of BCI.

[ ABSTRACT ] AIM: To investigate the molecular mechanisms of cytotoxicity induced by dihydroartemisinin ( DHA) in non-small cell lung cancer ( NSCLC) cells.METHODS:NSCLC cell lines A549 and NCI-H1650 were treated with various concentrations of DHA for indicated time.Subsequently, the effects of DHA on the cell activity, colony forma-tion ability and apoptosis were determined by MTT assay, colony formation assay, Annexin V-FITC/PI staining and flow cy-tometry, respectively.At the same time, the effects of DHA on glucose, ATP and lactate levels were assessed, and the PI3K pathway activation and glucose transporter 2 ( GLUT2) expression were detected by Western blot in the A549 cells and NCI-H1650 cells.Overexpression of GLUT2 and Rheb was established in A549 and NCI-H1650 cells by transfection with GST-GLUT2 and GST-Rheb plasmids, respectively, and the effects of DHA on cell activity, apoptosis, glucose level, ATP content and PI3K pathway activation were analyzed in A549 cells and NCI-H1650 cells.The effect of glucose depriva-tion on the cytotoxicity triggered by DHA in NSCLC cells was also determined.RESULTS:Compared with control group, DHA significantly inhibited cell activity and colony formation ability, and induced remarkable cell apoptosis in the A549 cells and NCI-H1650 cells.At the same time, DHA reduced ATP and lactate contents, and hindered glucose uptake in a time-and dose-dependent manner in A549 cells and NCI-H1650 cells.The activity of PI3K pathway and GLUT2 expression were downregulated, while upregulated GLUT2 expression and activated PI3K pathway reduced the cytotoxicity induced by DHA in NSCLC cells.Glucose deprivation increased DHA-mediated cytotoxicity in NSCLC cells.On the contrary, high levels of glucose inhibited DHA-mediated cytotoxicity in NSCLC cells.CONCLUSION: DHA restrains cell activity and colony formation, and induces apoptosis.DHA induces cytotoxicity via inhibiting PI3K pathway activation and GLUT2 ex-pression, leading to inhibit glycolytic metabolism in NSCLC cells.

Objective:This study aims to investigate the protein expression of CD133, CD117, and Ki-67 in human osteosarcoma tissues and explore their relationships with the clinico-pathological features and risk of osteosarcoma. Methods:Immunohistochemical method was used to examine the protein expression of CD133, CD117, and Ki-67 gene in the paraffin specimens of 55 and 20 cases of osteosarcoma and osteochondroma, respectively. SPSS17.0 statistical software was used to explore the relationships among the expressions of CD133, CD117, and Ki-67 gene and the biological behavior and prognosis of osteosarcoma. Test criterion:P<0.05 was considered statistically significant. Results:The positive expression rates of CD133, CD117, and Ki-67 were significantly higher in the osteosarcoma tissues than in the benign osteochondroma tissues, and the differences were significant (P=0.016, P=0.008, and P<0.001, respectively). The mean survival and metastasis time were shorter in the CD133 or Ki-67 positively expressed osteosarcoma patients than in those with CD133 or Ki-67 negatively expressed osteosarcoma. The differences were significant (P<0.05). The expression of CD133 and Ki-67, surgical staging, and distal metastasis were relevant to the prognosis of osteosarcoma patients. The expression of CD133 and distal metastasis are the independent risk factors that affect the prognosis of these patients. Conclusion:The positive expressions of CD133 and Ki-67 closely correlated with the occurrence and progression of osteosarcoma, and may be used as an indicator for prognosis of the cancer.

Objective To study the expression and effect of macrophage inflammatory protein-2(MIP-2) in liver injury induced by ischemia/reperfusion(I/R). Methods Thirty-two rats were randomly divided into 4 groups(8 rats in each group):false operation (control) group and 3, 9, 24 hours reperfusion group.The expression of MIP-2 mRNA in hepatic tissue, MIP-2 protein in plasma, the neutrophil infiltration in liver tissue and serum ALT were measured. Results The expression of MIP-2 mRNA in the ischemic tissue was significantly higher than that in nonischemic tissue (P

We have brought forward a wavelet-based algorithm for electroencephalograph (EEG) signals--using scale dependent threshold based on median. In comparison with the universal threshold and Sure threshold, our proposed threshold, which is adaptive to the subband noise signals, preserves the noise free reconstruction property and takes lower risk than does the universal threshold; and our proposed threshold overcomes the drawback of Sure threshold. Evidently, the scale dependent threshold based on median is computationally simple and can obtain higher singal-to-noise ratio (SNR) it outperforms the universal threshold and Sure threshlold.
Algorithms ; Artifacts ; Electroencephalography ; Humans ; Signal Processing, Computer-Assisted

Objective:To compare the clinical efficacies of endovascular treatments in patients with acute basilar artery occlusion (ABAO) caused by large-artery atherosclerosis (LAA) and cardioembolism (CE).Methods:From March 2018 to February 2021, 104 patients with ABAO accepted endovascular treatments in Department of Neurology and Department of Interventional Radiology, Xuyi County People's Hospital of Huaian City were enrolled; these patients were classified into either a LAA group or a CE group according to Trial of ORG 10172 in Acute Stroke Treatment classification (TOAST). The differences in general data, procedure information, and clinical efficacies were compared between the 2 groups. Univariate and multivariate Logistic regression analyses were used to identify the influencing factors for poor prognosis.Results:In these 104 patients, 51 patients (49.0%) were into the LAA group and 53 patients (51.0%) into the CE group. Ninety-six patients (92.3%) acquired successful revascularization, and 35 patients (33.7%) had good prognosis (modified Rankin scale scores of 0-2) 90 d after surgery. LAA group had significantly lower percentage of patients with atrial fibrillation, significantly lower baseline National Institutes of Health Stroke Scale scores, statistically higher percentages of patients with lower and middle basilar artery occlusion and patients accepted rescued stenting, and statistically longer procedure time ( P<0.05). There were no significant differences between the two groups in terms of successful recanalization percentage, symptomatic intracranial hemorrhage incidence, and prognosis 90 d after surgery ( P>0.05). Age ( OR=0.935, 95%CI: 0.891-0.981, P=0.006) and semiquantitative scores of basilar artery based on computed tomography angiography ( OR=1.520, 95%CI: 1.180-1.959, P=0.001) were independent influencing factors for poor prognosis. TOAST etiology (LAA/CE) was not an independent influencing factors for poor prognosis ( OR=1.175, 95%CI: 0.461-2.933, P=0.736). Conclusion:There are differences in risk factors, vascular occlusion sites, endovascular treatment, and procedure time between patients with ABAO caused by LAA and CE; however, no obvious difference in clinical outcomes is noted, and there was no obvious correlation between stroke etiology and prognoses.

Objective To investigate the clinical efficacy of aprepitant in the treatment of cisplatin based chemotherapy in-duced nausea and vomiting.Methods The tumor patients treated with cisplatin(80 mg/m2)chemotherapeutic regimen in Affiliated Shantou Hospital of Sun Yat-Sen University from December 1,2014 to December 1,2016 were selected,61 cases still had vomiting after using granisetron and dexamethasone for routinely stopping vomiting,the patients with aprepitant and dexamethasone for fur-ther stopping vomiting served as the aprepitant group,while the patients with granisetron and dexamethasone as the granisetron group.Then the complete response(CR)rates within 24,24-72,>72-144 h were observed in the two groups.Results The CR rates within 24 h in the aprepitant group and granisetron group were 66.67% and 51.61% respectively,the difference was not sta-tistically significant(P=0.232),which at 24-72 h were 80.00% and 54.84% respectively,the aprepitant group was significantly better than the granisetron group(P=0.036),which at >72-144 h were 86.67% and 64.52% respectively,the aprepitant group was better than the granisetron group(P=0.045).The comparison of adverse reactions between the two antiemetic drugs found that constipation,diarrhea,urticaria,fatigue and anxiety had no significant difference(P>0.05),the occurrence rate of total adverse reactions in the aprepitant group was 23.33%,which in the granisetron group was 25.81%,the difference between the two groups was not statistically significant(P>0.05).Conclusion Aprepitant combined with dexamethasone has better effect for treating hy-peremetic chemotherapy drug cisplatin chemotherapy caused nausea and vomiting with good tolerance.

OBJECTIVE: To explore the role of endoplasmic reticulum ryanodine receptor 1 (RyR1) expression and phosphorylation in sepsis- induced diaphragm dysfunction. METHODS: Thirty SPF male SD rats were randomized equally into 5 groups, including a sham-operated group, 3 sepsis model groups observed at 6, 12, or 24 h following cecal ligation and perforation (CLP; CLP-6h, CLP-12h, and CLP-24h groups, respectively), and a CLP-24h group with a single intraperitoneal injection of KN- 93 immediately after the operation (CLP-24h+KN-93 group). At the indicated time points, diaphragm samples were collected for measurement of compound muscle action potential (CMAP), fatigue index of the isolated diaphragm and fitted frequencycontraction curves. The protein expression levels of CaMK Ⅱ, RyR1 and P-RyR1 in the diaphragm were detected using Western blotting. RESULTS: In the rat models of sepsis, the amplitude of diaphragm CMAP decreased and its duration increased with time following CLP, and the changes were the most obvious at 24 h and significantly attenuated by KN-93 treatment (P < 0.05). The diaphragm fatigue index increased progressively following CLP (P < 0.05) irrespective of KN- 93 treatment (P>0.05). The frequency-contraction curve of the diaphragm muscle decreased progressively following CLP, and was significantly lower in CLP-24 h group than in CLP-24 h+KN-93 group (P < 0.05). Compared with that in the sham-operated group, RyR1 expression level in the diaphragm was significantly lowered at 24 h (P < 0.05) but not at 6 or 12 following CLP, irrespective of KN-93 treatment; The expression level of P-RyR1 increased gradually with time after CLP, and was significantly lowered by KN-93 treatment at 24 h following CLP (P < 0.05). The expression level of CaMKⅡ increased significantly at 24 h following CLP, and was obviously lowered by KN-93 treatment (P < 0.05). CONCLUSION Sepsis causes diaphragmatic dysfunction by enhancing CaMK Ⅱ expression and RyR1 receptor phosphorylation in the endoplasmic reticulum of the diaphragm.
Rats ; Male ; Animals ; Diaphragm/metabolism* ; Ryanodine Receptor Calcium Release Channel/metabolism* ; Rats, Sprague-Dawley ; Phosphorylation ; Muscle Contraction/physiology* ; Endoplasmic Reticulum ; Sepsis/metabolism*