Traditional sample entropy fails to quantify inherent long-range dependencies among real data. Multiscale sample entropy (MSE) can detect intrinsic correlations in data, but it is usually used in univariate data. To generalize this method for multichannel data, we introduced multivariate multiscale entropy into multiscale signals as a reflection of the nonlinear dynamic correlation. But traditional multivariate multiscale entropy has a large quantity of computation and costs a large period of time and space for more channel system, so that it can not reflect the correlation between variables timely and accurately. In this paper, therefore, an improved multivariate multiscale entropy embeds on all variables at the same time, instead of embedding on a single variable as in the traditional methods, to solve the memory overflow while the number of channels rise, and it is more suitable for the actual multivariate signal analysis. The method was tested in simulation data and Bonn epilepsy dataset. The simulation results showed that the proposed method had a good performance to distinguish correlation data. Bonn epilepsy dataset experiment also showed that the method had a better classification accuracy among the five data set, especially with an accuracy of 100% for data collection of Z and S.
Algorithms ; Electroencephalography ; Entropy ; Epilepsy ; diagnosis ; Humans ; Multivariate Analysis ; Nonlinear Dynamics

OBJECTIVE:To investigate the anti-inflammatory and analgesic effects of mongolian medicine Cymbaria dahurica extract. METHODS:96 KM mice(or SD rats)were randomly divided into model group(water),positive control group(aspirin, 0.5 g/kg),C. dahurica ethanol extract (70% ethanol) low-dose,medium-dose and high-dose groups (0.325,0.650,1.300 g/kg, calculated by crude drug) and C. dahurica aqueous extract of the residue of alcohol extraction low-dose, medium-dose and high-dose groups(0.325,0.650,1.300 g/kg,calculated by crude drug). They were given relevant medicine intragastrically,once a day,for consecutive 7 d. The xylene-induced ear edema method was used to determine the degree of ear edema,and egg white-in-duced paw edema method was used to determine paw edema after inducing inflammation 1,2,4,6 h;anti-inflammatory activity of C. dahurica extract was investigated. 96 KM mice were grouped and given medicine with same method;the number of writhing within 20 min was determined by acetic acid writhing method. Another 64 KM mice were grouped with same method,with 8 mice in each group;except positive control group was given tramadol hydrochloride(0.5 g/kg)intragastrically,other groups were given relevant medicine with same method. Pain thresholds of mice were determined by hot-plate test before and after medication 30,45, 60,90 min,and analgesic effects of C. dahurica extract were investigated. RESULTS:Compared with model group,C. dahurica extract could obviously restrain the ear edema of mice and paw edema of rats 6 h after egg white-induced inflammation. Except paw edema of rats in C. dahurica aqueous extract of the residue of alcohol extraction high-dose group was decreased slightly,there was statistical significance among other groups (P<0.05 or P<0.01). C. dahurica extract decreased the number of writhing in mice within 20 min,and extended pain thresholds of mice 30,60,90 min after medication (P<0.05). CONCLUSIONS:Both C. dahurica ethanol extract and aqueous extract of the residue of alcohol extraction posses certain anti-inflammatory and analgesic effects.

Objective To study the correlation between storage time and the content of 5-hydroxymethylfurfural (5-HMF) in Corni Fructus because of the color change caused by storage time. Methods Corni Fructus samples of different storage time with 0, 1, 2, 3, and 4 years were collected. The contents of 5-HMF were determined by HPLC. Results The HPLC determination method of 5-HMF in Corni Fructus was established. The contents of 5-HMF varied from undetected value to 0.292 8%, with the increase of storage time of 0, 1, 2, 3, and 4 years and the color gradually deepened from red, dark red, reddish brown to brown. The contents of 5-HMF in black wine-prepared Corni Fructus were 0.954 4%-1.837%. Conclusion The browning of Corni Fructus is related to the production of 5-HMF. With the extension of storage time of Corni Fructus, the color gradually deepens and the content of 5-HMF increase significantly. The storage time of Corni Fructus can be suggested to be one year.

Objective To study the effect of intraoperative intermittent pneumatic compression(IPC)on patients undergoing gynaecological laparoscopic surgery.Methods Two hundred infertile patients to undergo exploratory laparotomy were randomized equally into the observation group and the control group.The patients in both groups were managed with laparoscopic operation at lithotomy position under general anaesthesia.During the operation,the control group was treated with nil intervention,while the observation group with IPC.The two groups were compared in terms of blood coagulation indexes before operation,days 1 and 3 after operation,blood flow rate of femoral vein before operation,30 mins and day 1 after the operation,and deep vein thrombosis(DVT) three months after operation.Results Three months after operation,12 cases of DVT occurred in the control group,and only 2 cases in the observation group.The difference was significant between the groups(χ2=6.22,P<0.05).The prothrombintime time and activated par-tialthrom boplastin time in the observation group were both longer than those of the control group,but the human fibrinogen was less(all P<0.05).The blood flow rate of femoral vein in the observation group was higher than that of the control group 30 mins and day 1 after operation(P<0.05),though the rates of femoral vein in the observation group showed insignificant differences between all the time points(F=1.94,P>0.05).Conclusion IPC used during laparoscopic surgery may be safe and effective as a result of improving blood circulation of lower limbs and preventing venothrombosis in lower limbs.

Purpose To explore the expression of Aurora kinase A (Aurora-A), minichromosome maintenance protein 7 (MCM7) and human papillomavirus type 16 E7 protein (HPV 16 E7) in uterine cervical squamous cell carcinoma (CSCC) and to investigate their relationship with clinicopathological factors. Methods Immunohistochemical method was employed on 20 cases of low-grade cervical intraepithelial neoplasia (CIN1) , 30 cases of high-grade cervical intraepithelial neoplasia (CIN2+3), 40 cases of CSCC, and 20 ca-ses of chronic cervicitis. Results (1) Aurora-A localized in the cytoplasm and nucleus. MCM7 protein positive staining localized in the nucleus. In the nucleus, and (or) the cytoplasm appeared brown particles positive for HPV 16 E7. (2) The expression of Aurora-A, MCM7 and HPV 16 E7 were higher in the group of CIN2+3 and CSCC than that in the group of chronic cervicitis or CIN1 ( P<0. 0083). (3) In cervical cancer, the expression of Aurora-A, HPV 16 E7 showed positive correlation (P<0. 001, rs =0. 657). The expression of MCM7, HPV 16 E7 showed positive correlation (P<0. 001, rs =0. 616). The expression of Aurora-A, MCM7 showed positive correlation (P<0. 001, rs =0. 597). (4) Aurora-A expression levels was associated with tumor cell differentiation, clinical stage and lymph node metastasis (P<0. 05). MCM7 expression levels was associated with tumor cell differentiation and clinical stage (P<0. 05). HPV 16 E7 expression had no correlation with patient age, tumor size, tumor differentiation, clinical stage and lymph node metastasis (P>0. 05). Conclusion Aurora-A, MCM7 and HPV 16 E7 expression are gradually increased with disease progres-sion, and closely related to the occurrence and development of cervical cancer, they are expected to be early diagnosis, early treatment of biological indicators of cervical cancer.

OBJECTIVE To observe the type of nosocomial infections in our comprehensive ICU,the prevalence and the vicissitude characteristic of infection strains,and the change of antibiotic-resistance.METHODS To summarize the 10 year results of the monitoring which were divided into three stages to compare the changes with time.RESULTS Gram-negative bacilli were 987(76.4%),Gram-positive cocci 216(16.7%) strains,and 89 strains were fungi(6.9%).The top six strains were in turn:Pseudomonas aeruginosa,Acinetobacter baumannii,Staphylococcus aureus,Klebsiella pneumoniae,Escherichia coli,and Stenotrophomonas maltophilia.Distribution of infection sites: 92.3% infection was in lungs,5.2% in urinary tract infection,2.5% in other sites included lungs,abdomene,CSF,blood etc.CONCLUSIONS The main nosocomial infective pathogens in our ICU are Gram-negative bacilli(75.0%),Gram-positive bacterial infection shows a slight increasing,whereas fungi infection decreasing.In addition to S.maltophilia,the great majority of Gram-negative bacilli,ESBL-producing K.pneumoniae and E.coli maintain a higher sensitivity to carbapenem antibiotic.All Gram-positive cocci to vancomycin and teicoplanin maintain a good sensitivity.In the fungal infection,Candida albicans infection ratio is decreased,while non-C.albicans increases.

Objective To investigate the effect of blood hemoperfusion with resin adsorption connected in series to continuous veno-venous hemofiltration ( HP + CVVH) on plasma cytokines such as TNF-α,IL-1β,IL-6 as well as cellular immunity and prognosis of patients with multiple organ dysfunction syndromes (MODS). Methods It was a prospective,randomized clinical trial.A total of 30 patients diagnosed as MODS were randomly (random number) divided into routine treatment + HP + CVVH group (treatment group) and routine treatment + CVVH group (control group).In treatment group,patients received blood hemoperfusion with resin adsorption for 2 hours,and then CVVH for 10 hours every day for 3days.In control group,patients received CVVH for 12 hours every day for 3 days.The plasma samples of patients in treatment group were obtained 0 h,2 h,12 h,24 h,26 h,36 h,48 h,50 h,60 h,5 days,7 days and 10 days after renal replacement therapy.The plasma samples of patients in control group were obtained 0 h,12 h,24 h,36 h,48 h,60 h,5 days,7 days and 10 days after renal replacement therapy.All of these patients were monitored with APACHE Ⅱ score,T-lymphocytes subpopulations,blood lactate acid concentration,heart rate,respiration rate and oxygenation index. Results Plasma levels of TNF-α,IL-1β and IL-6 decreased dramatically after HP (P ＜ 0.01 ) and T-lymphocytes subpopulations CD3+,CD4 +,CD8 + and CD4 +/CD8 + increased after both HP + CVVH and CVVH.The differences in plasma levels of TNF-α,IL-1βand IL-6 of patients between two groups were not noticeably obvious at the intervals of 12 h,36 h,and 50 h after renal replacement therapy. But on the 5 th day after renal replacement therapy,plasma levels of TNF-α,IL-1βand IL-6 of patients in HP + CVVH group were lower than those in control group (P ＜ 0. 05 ).There were 5 fatal patients in HP + CVVH group and 6 patients died off in CVVH group during 28 days after treatment.Conclusions Both HP + CVVH and CVVH could lower the levels of plasma TNF-α,IL-1β and IL-6,and improve cellular immunity and clinical symptoms as well as signs.Compared with CVVH,plasma levels of TNF-α,IL- 1β and IL-6 were lower on the 5th day and increase rate of 28-day survival in HP + CVVH group.

Objective To assess alternations in left ventricular volume and systolic synchrony in patients with frequent premature ventricular complexes(PVCs) from the right ventricular outflow tract(RVOT).Methods Twenty-nine patients with frequent isolated PVCs from RVOT were included and 30 healthy subjects as control.Instantaneous full-volume imaging(IFI) was performed to evaluate left ventricle volumetric parameters,including end-systolic volume (ESV),end-diastolic volume (EDV),stroke volume (SV),ejection fraction (EF),and systolic synchrony parameters,including systolic dyssynchrony index (SDI),dispersion end-systole (DISPES),mean end-systolic time (MES),pre-contraction time volume (PreContr) and post-contraction time volume (PostContr).Contraction front mapping was performed to visualize volumetric contraction sequence.All values of patients with PVCs were recorded during sinus beats (PVC-S) and premature ventricular beats (PVC-V) respectively.Results Significant differences were observed in left ventricular systolic volumetric and synchrony parameters between PVC-V and control subjects (P＜0.01),as well as in MES and PreContr between PVC-S and control subjects (P＜0.01).Conclusions Left ventricular systolic dysynchrony was demonstrated in patients with PVCs from RVOT.IFI was a novel tool to analyze left ventricular global and regional volumetric alternations.

Objective To compare the efficacy and side effects between systemic chemotherapy and hepatic arterial infusion by combination of oxaliplatin and 5-fluorouracil (FOLFOX-6) with 5-fluorouracil in the patients who have developed hepatic metastasis after colorectal cancer operation. The factors that would affect the prognosis without operational treatment were also analyzed. Methods 46patients who had signed the informed consents were allocated into two groups: the group with general chemotherapy (Trial Group includes 26 cases) and the one with hepatic arterial infusion chemotherapy (Control Group includes 20 cases). The total effective rate, the prognosis, the cytoxicitic side effects,quality of life, the total survival rate and the responses were the main parameters determined. Kaplan-Meier was used to analyze Mono-factor to the prognostic responses and the Cox mode was used to analyze poly-factor to the prognostic responses. Results The overall survival rate was significantly higher by using systemic treatment versus HAI(median, 15. 0 v 11.2 months;P＜0.05). The difference in overall responsive rate (CR+PR) between the two groups was statistically significant (50% v 10%;P=0. 011). No significant difference was found in PS scale during the treatment. (P=0. 126). Except for myelosuppression and abdominal pain, no significant difference was found in the other side effects. Univariate analysis revealed that the invasive lesions to serosa, the distribution of liver metastases, the size and number of liver metastases, primary carcinoma involving lymph nodes and the treatment were correlated with prognoses. Cox regression analysis showed that the larger diameter of liver metastases, the number of liver lesions, primary carcinomas involved in serosal layer and the treatment modules were independent prognostic factors. Conclusions The oxaliplatin-based FOLFOX-6 chemotherapy regiment has a better responsive rate and survival rate than the traditional infusion with 5-fluorouracil to the main hepatic artery for interventional therapy. The diameter of the hepatic metastasis larger than 5em, multiple hepatic metastasis and the primary lesions penetrating serosal layer suggest the poor prognosis. The oxaliplatin-based systematic chemotherapy has a better prognosis. Therefore,it is worth carrying on further study on modification of traditional hepatic arterial infusion and on evaluation of therapy by combination of the hepatic arterial infusion with the systematic chemotherapy.