2.A novel method of multi-channel feature extraction combining multivariate autoregression and multiple-linear principal component analysis.
Journal of Biomedical Engineering 2015;32(1):19-24
Brain-computer interface (BCI) systems identify brain signals through extracting features from them. In view of the limitations of the autoregressive model feature extraction method and the traditional principal component analysis to deal with the multichannel signals, this paper presents a multichannel feature extraction method that multivariate autoregressive (MVAR) model combined with the multiple-linear principal component analysis (MPCA), and used for magnetoencephalography (MEG) signals and electroencephalograph (EEG) signals recognition. Firstly, we calculated the MVAR model coefficient matrix of the MEG/EEG signals using this method, and then reduced the dimensions to a lower one, using MPCA. Finally, we recognized brain signals by Bayes Classifier. The key innovation we introduced in our investigation showed that we extended the traditional single-channel feature extraction method to the case of multi-channel one. We then carried out the experiments using the data groups of IV-III and IV - I. The experimental results proved that the method proposed in this paper was feasible.
Bayes Theorem
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Brain
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physiology
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Brain-Computer Interfaces
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Electroencephalography
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Humans
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Magnetoencephalography
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Multivariate Analysis
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Principal Component Analysis
3.A case report of glutaric acidemia.
Chinese Journal of Contemporary Pediatrics 2006;8(3):251-251
4.Correlation between vascular endothelial growth factor temporal expression and new bone formation in midpalatal suture during rapid maxillary expansion.
West China Journal of Stomatology 2014;32(6):561-565
OBJECTIVEThis study aims to investigate the temporal pattern of expression of vascular endothelial growth factor (VEGF) and new bone formation during midpalatal suture expansion osteogenesis for rapid maxillary expansion.
METHODSA total of44 New Zealand white rabbits were randomly assigned to 11 groups, namely, five experimental groups, five control groups, and one control 0 group. A Haas appliance was used for the rapid expansion of the midpalatal suture; rapid expansion was set for 2 weeks and fixed for 4 weeks. The tissue of the maxillary midpalatal suture was harvested on the day of installing rapid expansion (control 0 group), on weeks 1 and 2 for rapid expansion, and on weeks 1, 2, and 4 for fixed (experimental group and control group, respectively). The immunohistochemical method was used to detect distribution and expression of VEGF, and new bone formation was observed with periodic acid-Schiff.
RESULTSHigher VEGF expressions are observed after midpalatal suture distraction osteogenesis. Positive staining for VEGF is mainly noted in the vascular endothelial cells, and the active osteoblasts are at the edge of a newborn trabecular bone. A weak VEGF expression is detected among cells in the control group. The VEGF expression of the experimental group is higher than that of the control group in rapid expansion weeks 1 and 2 and in fixed weeks 1 and 2. The expression of VEGF in the experimental group increases significantly and peaks at fixed week 1, and then gradually decreases. The amount of newly formed bone in the experimental groups is always higher than that in the control group; moreover, it increases significantly and peaks at fixed week 2, and then gradually decreases.
CONCLUSIONThe mechanical strain created by rapid maxillary expansion generates a sequence of VEGF cellular events that lead to increased vascularization and subsequent new bone formation.
Animals ; Maxilla ; Osteoblasts ; Osteogenesis ; Osteogenesis, Distraction ; Palatal Expansion Technique ; Rabbits ; Sutures ; Vascular Endothelial Growth Factor A
5.Progress in co-immobilization of multiple enzymes.
Chinese Journal of Biotechnology 2015;31(4):469-480
Enzyme immobilization is the core technology of biocatalysis. Over the past few decades, enzyme immobilization research mainly focused on single enzyme immobilization. In recent years, multi-enzyme immobilization attracts more and more attention as it could increase the local concentration of reaction and improve the reaction yield. In this review, a summary of the recent progress, together with our research, is presented. Special emphasis is placed on four methods in multi-enzymes co-immobilization, namely, the nonspecific covalent co-immobilization, the nonspecific non-covalent co-immobilization, the non-covalent encapsulation co-immobilized and the site specificity co-immobilized. Finally, some industrial uses of immobilized multi-enzymes were addressed and the application prospect of multi-enzyme immobilization was highlighted.
Biocatalysis
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Enzymes, Immobilized
6.Research progress on resectability assessment of hilar cholangiocarcinoma
Chinese Journal of Hepatobiliary Surgery 2015;21(11):789-792
Hilar cholangiocarcinoma (HCC) resection is a difficult and complicated surgery with high complication risk because of the special anatomic position.The detailed preoperative assessment is very important.Ultrasound (US), computed tomography (CT) and magnetic resonance imaging (MRI) can provide important information on the tumor location, vascular invasion and distant metastasis, which is necessary for the resection.Endoscopic retrograde cholangiopancreatography (ERCP) and percutaneous transhepatic cholangiography (PTC) can be used to determine the tumor location and size, and achieve bile drainage.Magnetic resonance Cholangiopancreatolography (MRCP) as a noninvasive examination with fewer complications has comparable accuracy in identifying tumor extent with PTC and ERCP.The ultimate goal of surgical treatment is R0 resection.Preoperative resectablility evaluation mainly depends on the bile duct involvement, hilar vessels invasion, extent of hepatic lobe atrophy, lymphatic metastasis and nerve plexus infiltration.HCC radical resection often demands extended liver resection and accurate assessment of the residual liver function is very important for clinical strategy.Preoperative biliary drainage could be conducted in patients with cholangitis, long-term refractory jaundice (direct bilirubin level > 200 μmol/L), poor nutrition status and residual liver volume <40% of the total liver volume.Portal vein embolization decreases the long-term complications for HCC patients with enlarged liver resection.Portal vein embolization can be considered when residual liver volume < 30% ~40%.
7.Nongenomic effects of estrogen on extracellular signal-regulated kinases through initiating transient calcium flux in endometrial cancer
Journal of Peking University(Health Sciences) 2015;(3):489-493
Objective:To study the mechanism on extracellular signal-regulate kinases ( ERK) signal transduction by calcium influx initiated by combination of estrogen with calcium channels or estrogen re-ceptor in endometrial cancer cell Ishikawa. Methods: Confocal test was used to determine the relative calcium mobilization by stimulation of estrodiol together with and without the inhibition of ICI182780 and nifedipine. Western-blotting was used to detect the protein expression of phosphorylated ERK1/2 (P-ERK1/2) in the same condition. Results:The transient calcium flux initiated by 17β-estrodiol (E2) and a membrane-impermeable conjugate of estrogen and bovine serum albumin ( E2-BSA ) , and the calcium mobilization could be inhibited by ICI182780 and nifedipine in 1 min. In Ishikawa cells, phosphorylation of ERK1/2 was stimulated by E2 , and the phosphorylation could not be inhibited by E2 after the combination with ICI182780 in 5 min and in 30 min. The phosphorylation also could not be in-hibited by E2-BSA after the combination with nifedipine in 5 min, but in 30 min the phosphorylation was decreased. The phosphorylation of ERK by E2-BSA was decreased by the combination with nifedipine in 30 min. Conclusion:The transient calcium flux initiated by estrogen has an effect on the activation of ERK signal pathway in endometrial carcinoma cells.
8.Pharmaceutical Care of a Neonate with Septicemia Based on Population Pharmacokinetics
Herald of Medicine 2016;35(5):469-472
Objective To introduce a pharmaceutical care method based on population pharmacokinetics(PPK)and Bayesian method. Methods A predictive model for individualized vancomycin dosing was established based on the JPKD-Bayesian software and a PPK model according to the intervenous drop infusion of vancomycin in Chinese children.Individualized dosage regimen of vancomycin was devised for a neonate with septicemia caused by methicillin-resistant staphylococcus epidermidis (MRSE)using the predictive model. Results The model prediction error of the trough concentration of vancomycin was 0.8 mg·L-1 ,and the weighted residual(WRES)was 8.7%,and thus the predictive accuracy of the model was satisfactory.The MRSE infection in this patient was effectively controlled following individualized vancomycin dosage regimen according to the model predicted results,and there were no vancomycin-caused adverse reactions. Conclusion Application of advanced pharmaceutical knowledge such as PPK contributes to clinical medication,and it can promote the quality of pharmaceutical care provided by clinical pharmacists.
9.Introduction of major revisions in CLSI M100-S25 (2015)
Chinese Journal of Laboratory Medicine 2015;38(4):229-232
Drug resistance is becoming a serious issue worldwide.Obtaining accurate antimicrobial susceptibility results requires refined standard operation procedures,thus achieving the goal of individual therapy.The interpretive criteria CLSI revised annually causes widespread concern of clinical microbiologists.The major changes in CLSI M100-S25 are described in this article,focusing on the introduction of Carba NP confirmatory test for suspected carbapenemase production and epidemiological cutoff values.
10.Relation of mobile phone addiction to perceived social support and subjective well-being in college students
Chinese Mental Health Journal 2015;(11):868-873
Objective:To explore the relation of mobile phone addiction to perceived social support and sub-jective well-being in college students. Methods:Totally 4000 college students were selected from 2 colleges,and they were assessed with the Mobile Phone Addiction Inventory (MPAI),Perceived Social Support Scale (PSSS) and subjective well-being scale (SWB). Results:The college students of mobile phone addiction were 1420 cases, accounting for 37. 9%. Except the dimension of negative emotion,the PSSS total scores and its factor scores,the SWB total scores and its factor scores were lower in the Mobile Phone Addiction (MPA)group than in the non-MPA group (Ps<0. 00 1 ). Regression analysis indicated significant negatively predictability of MPAI to subjective well-being and PSSS had significant positively predictability to SWB. The test of mediating effect found that PSSS and its 3 dimensions played a partly mediating role between MPAI and SWB,and the mediation effect account for the total effect 24. 89%,16. 1 1%,17. 33%,17. 78% respectively. Conclusion:There may be a close relation of mobile phone addiction to perceived social support and subjective well-being. Mobile phone addiction could directly affect subjective well-being and indirectly affect subjective well-being through perceived social support.