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 alteration and cross link of the vascular endothelium dependent diastolic function (FMD) and platelet endogenous L-arginine/NOS/NO pathway before and after percutaneous coronary intervention (PCI) .Methods The study included two groups :normal control group(17 cases) and PCI group(20 cases) .FMD of brachial artery and NO production , NOS activity ,L-arginine transport in platelets were examined respectively before ,immediately ,24 h and 72 h after PCI and the rela-tionships between them would subsequently be analysed .Results The preoperative FMD ,content of NO2 - ,NOS activity and L-ar-ginine of PCI group significantly decreased than the normal control group (P<0 .01) ,and further decreased in the immediate post-operative(P<0 .01) .Gradually recovered 24 h after surgery ,72 h after surgery ,the FMD ,NO2 - ,L-arginine transport ,NOS activity restored to the preoperative level (P>0 .05) .The analysis showed the obvious positive correlation between FMD and content of NO2 - or NOS activity ,or L-arginine transport of platelet ,respectively(P<0 .01) .Conclusion The pathway of platelet L-arginine/NOS/NO was significantly positively correlated with FMD and the detection of platelet L-arginine/NOS/NO can reflect the changes of vascular endothelial function with PCI .

ObjectiveTo evaluate effect intervened by the linden relaxation technique (LRT) in the group of long-term naval shipmen's anxiety on surface ship.MethodsSelected naval surface ship unit 1402 shipmen serve as study subjects.140 anxiety shipmen (70 ≥ SAS score ≥ 50) screen out with Zung'self-rating anxiety scale (SAS).The person's group with anxiety mood,but did not meet the diagnostic criteria for anxiety disorders of DSM-Ⅳ.Anxiety shipmen were random divided into the linden relaxation technique group ( n =70) and No-intervention control group ( n =70).In the LRT intervention group:LRT exercises time course was 1 time/ day,and 30 min/time to persist 10 days.The control group without relaxation training.Before and after interventions,anxiety level separately were evaluated with SAS.ResultsBefore intervention,there were not statistically significant between intervention group and control group in SAS anxiety scores,respectively ( ( 54.00 ± 4.43 ) vs (53.91 ± 4.88 )).After intervention,there were statistically significant between intervention group and control group anxiety scores,respectively was ( (40.57 ± 8.98 ) vs ( 53.13 ± 5.51 ) ).The difference before and after intervention,anxiety scoring in intervention group (13.43 ± 7.82 ) was lower than that of the control group (0.79 ± 3.41 ).After following 2 months,SAS scores in the intervention group was more lower (36.76 ± 8.57 ) than the right finish intervention,there was significant different; but there was not significant different belong to the control group (52.34 ± 5.50).ConclusionLinden relaxation technique improves anxiety mood in the naval servicemen.

Objective To investigate and compare the killing effect of photodynamic therapy (PDT)induced by hematoporphyrin derivative (HpD),hematoporphyrin monomethyl ether (HMME) and photocarcinorin (PsD007) on human leukemia cells K562 in vitro.Methods Human leukemia cells were cultured with serial concentrations of photosensitizers followed by irradiation of different dosage of laser light,then MTT colorimetric assay was applied to measure the relative survival rate of PDT for the cells.Results Significant difference in the inhibitory between the PDT group and control group was observed (P＜0.05).The survival rate of PDT for the cells elevated along with the increase in the concentration of sensitizer and dose of laser light.When the photosensitizer concentration was bigger (25 μg/ml) or the energy density was bigger (7.2 J/cm2),the effect of PsD007 was better than HMME,and they were significantly better than HpD (P＜0.05).Conclusion PDT has significant killing effect on human leukemia cells K562,and its relative inhibitory rate appears to be correlated with the dose of sensitizer and laser light irritation.The effect of PDT is related to the photosensitizers.The effect of HpD-PDT is not as effective as PsD007 and HMME.On the conditions of higher energy density and larger photosensitizer concentration,the effect of PsD007-PDT is better than HMME-PDT.

Objective To investigate the effective regimen to treat the hepatitis C virus (HCV) recurrence after orthotopic liver transplantation (OLT). Methods The clinical data of 4 cases of HCV recurrence after OLT were retrospectively analyzed. Of the 4 cases, there were 3 cases of HCV related liver cirrhosis and 1 case of HCV related liver cirrhosis in combination with hepatocellular carcinoma. The immunosuppression regimen as FK506, MMF and corticosteroids was used after OLT. As soon as HCV recurrence was confirmed by liver biopsy during 8 to 12 weeks after OLT, pegylated interferonα-2a (PEG-IFNα-2a) and ribavirin (RIB) were used for 48 weeks. PEG-IFNα-2a was started at a dose of 180 μg per week subcutaneously and RIB at a dose of 1000 mg per day orally, respective-ly. Blood routine, liver and kidney function test, HCV-RNA and transplanted liver biopsy were per-formed when necessary and biochemical response, sustained virologic response and histological re-sponse were tested in due time. Remits All of the 4 cases except for 1 achieved sustained virologic re-sponse and the liver function was as normal as before. The histological activity index was improved significantly for both inflammatory activity and fibrosis according to liver biopsy in 0, 48, 72 week srespectively. Case 4 was given corticosteroids for consecutively 3 days when acute rejection was veri-fied by liver biopsy and the condition improved. None of them stopped treatment or withdrew from them directly. Conclusion The combination of PEG-IFNα-2a and RIB was an effective regimen to treat the HCV recurrence after OLT and the side effects could be overcame easily.

Objective To explore the association between the signal transducer and activator of transcription 4 (STAT4) gene polymorphism and Chinese Han systemic lupus erythematosus patients. Methods Pyrosequencing technique was used to genotype the 3 single nucleotide polymorphisms (SNP) in the samples of patients and normal individuals. Results Not only these 3 SNPs, but also the haplotypes composed by them showed significant difference between the SLE patients and normal individuals[rs11889341:P=0.012 02, OR (95%CI)=1.22( 1.044～1.424); rs7574865:P=0.003 454, 0R(95%CI)=1.25(1.076～1.451 ); rs8179673: P=0.004 275, OR (95%CI)=1.274 (1.079～1.505)]. Conclusion rs11889341, rs7574865 and rs8179673 of STAT4 are associated with the pathogenesis of Chinese Han SLE, and the STAT4 gene is a susceptibile gene for SLE in a few racial cohorts.

Objective To correlate the expression levels of interferon inducible genes (IFIGs) with disease activity and clinical features in systemic lupus erythematosus (SLE) patiems,.Methods Peripheral blood cells obtained from 67 SLE patients and 23 healthy donors (HDs) were subjected to real-time PCR to measure the transcriptional levels of five IFIGs (OAS-1,Mx-1,Ly6e,IFIT1 and IFIT4).Interferon scores were calculated and were compared between various groups of SLE patients as well as between patients and controls;ISRE lucife:rase reporter gene activity was measured in 17 of 67 patients and correlated with interferon score.Results Interferon scores were strongly correlated with ISRIE reporter gene aetivity,which represented for the type Ⅰ interferon activity in serum.The expression.levels of IFIGs and jinterferon scores were significantly elevated in SLE patients compared with HDs (P＜0.0001).Interferon scores were correlated positively with SLEDAI-2K(P=0.0006) and negatively with C3 levels(P=0.0162).Interferon scores were also significantly elevated in SLE patients with a positive anti-Sm or anti-RNP autoantibodies.Clonclusion The interferon score may be regarded as a good indicator for serum type I interferon activity in SLE and serves as a new hiomarker for disease activity in SLE patients.

Objective To correlate the chemokine score with disease activity,organ damages and clinical features in systemic lupus erythematosus (SLE) patients.Methods Peripheral blood cells obtained from 60 SLE patients,20 rheumatoid arthritis (RA) patients and 23 healthy donors (HDs) were subjected to real-time PCR to measure the transcriptional levels of seven chemokines (RANTES,MCP-1,CCL19,MIG,IP-10,CXCL11,and IL-8).Chemokine scores were calculated and were compared between various groups of SLE patients as well as between patients and controls.Results Chemokine scores were significantly elevated in SLE patients compared with RA patients and HDs (P=0.0112 and P=0.0019,respectively).Chemokine scores were correlated positively with SLEDAI (P=0.0061) and negatively with C3 levels (P=0.003).Compared to patients without lupus nephritis (LN),chemokine scores were elevated in SLE patients with active LN,especially when their daily prednisone dosage was less than 30 mg (P=0.0418 and P=0.002,respectively).Chemokine scores were also associated with cumulative organ damage (SLICC damage index [SDI]＞0) and positive anti-Sm and anti-RNP autoantibodies.Conclusion The chemokine score may serve as a new biomarker for disease activity and organ damage in SLE patients.

Objective To study the clinical value of cerebrospinal fluid cytology(csfc)and specific stain in tuberculous meningitis(TBM)-purulent meningitis(PM)and cryptococcal meningitis(CM).Methods The csfc data of 179 patients with TBM,PM and CM were retrospectively analyzed.The samples collected from all of these patients were analyzed by csfc May-Grunwald-Giemsa(MGG)staining,aricine blue staining and Indian ink staining. And the cytospin smears from 70 TBM were simultaneously stained by the immunofluorescence(IF)and immunocytological method to demonstrate the presence of mycobacterial antigen.Results ①TBM group showed a mixed-cell response.At the early stage of disease,the proportion of neutrophilic granulocyte reached 80%,and then reduced gradually.Lyumphoidocyte reaction was the most obvious in 1～2 months.The immunofluorescence(IF)and immunocytological method present a sensitivity of 82.9%and 85.7%,respectively.②Neutrophilic granulocyte was the most cell at acute stage of PM,and it descended quickly once treated with effective antibiotics.③The positive rates to detect CM with csfc MGG,aricine and Indian ink staining were 83.3%,81.8%,and 76.5%,respectively.Conclusion Dynamic observation on cerebrospinal fluid cytology is helpful to boost the differential diagnosis of intracranial infection.

Objective To investigate the current status of moral distress in clinical nurses,and analyze its influential factors.Methods A total of 240 clinical nurses were recruited by stratified sampling method.They were investigated with general situation questionnaire and moral distress scale.Results The average score of moral distress was (2.66±0.41).Multiple linear regression analysis showed that department of work and qualification were influencing factors on moral distress of clinical nurses.Conclusions This study found that nurses' moral distress was above the middle level.Some targeted measures should be taken by nursing managers,in order to help decrease nurses' moral distress.