In the framework of ensemble, a partial least squares(PLS) regression ensemble algorithm in subspace(MIESPLS), which is the combination of bootstrap and variable selection based on mutual information(MI), was proposed. The key of the proposed algorithm is to introduce the diversity of member models by bootstrap re-sampling on the training set and the subsequent MI calculation. Each time, those variables whose MI are lower than a defined threshold are first eliminated;then, a member model can be trained on a smaller subspace of original spectral variables. Two kinds of model fusion strategies, i.e., simple average fusion(SAF) and weighted average fusion(WAF), were adopted and compared. By two experiments concerning quantitative application of near-infrared(NIR) spectroscopy, MISEPLS is confirmed to be superior to the full-spectrum PLS and MIPLS method, i.e., PLS combined with MI-induced variable selection. The proposed MISEPLS can produce a more accurate and robust calibration model, but without increasing the complexity.

Objective To investigate the association between gene polymorphism of sortilinrelated receptor 1 (SORL1) and Alzheimer' s disease by detecting a series of single nucleotide polymorphisms (SNPs).Methods The Snapshot method was used to genotypc 6 SNPs (SNP10,19,23,24,25,27) in SORL1 and the distributions of allele and genotype of the 6 SNPs were compared between AD patients and healthy control individuals.Results There were significant differences in the genotype distributions of SNP19,23,24 and 25 between AD patients and control group (all P＜0.01).Subjects with TT genotype in SNP19 had significantly lower risk for AD and was protective for AD (OR=0.089,95％CI:0.011-0.718,P＜0.01).The AT genotype in SNP23 (OR＝3.826,95％CI:1.388～10.544,P＜0.01),CT genotype in SNP24(OR=5.935,95％CI:1.774-19.853,P＜0.01)and CT genotype in SNP25(OR=5.754,95％CI:2.007-16.496,P＜0.01)had higher risks for AD.Conclusions SORL1 gene variants of SNP19,23,24 and 25 might be the important risk factors for late-onset AD.

Objective: To study clinical application value of dobutamine stress echocardiography (DSE) and nitroglycerin stress single photon emission computed tomography (SPECT) for evaluation of restenosis after percutaneous coronary intervention (PCI). Methods: A total of 39 patients after PCI were examined by DSE and SPECT one week before coronary angiography (CAG). Dose incremental program of dobutamine included five levels：5μg•kg-1•min-1, 10μg• kg-1• min-1, 20μg•kg-1•min-1, 30μg•kg-1•min-1, 40μg•kg-1•min-1, and each level maintained for three minutes. Sensitivity, specificity and accuracy of DSE and SPECT were determined according to CAG examined result and examined results were compared between DSE and SPECT. Results: Compared with CAG, SPECT and DSE were no significant differences （P>0.05）in sensitivity (83.3% vs. 75.0%) and accuracy (71.8% vs. 87.2%) for evaluating restenosis after PCI, but compared with SPECT, DSE possessed higher specificity (66.7% vs. 92.6%). Conclusions: Dobutamine stress echocardiography is accurate, and its specificity is better than that of SPECT for evaluating restenosis after percutaneous coronary intervention.

Abstract: Objective　To screening new compounds that can inhibit the growth and biofilm formation of Staphylococcus aureus. Methods　Compounds that can inhibit the growth of Staphylococcus aureus were screened from the FDA approved drug library by 96 well plates. The absorbance value of 600 nm wavelength (OD600) was measured by Microplate Reader to detect the growth of Staphylococcus aureus planktonic cells in the culture supernatant. The minimum inhibitory concentration (MIC) of ozanimod against Staphylococcus aureus clinical isolates were detected by micro broth dilution method. The inhibitory effect of sub-inhibitory concentrations of ozanimod on the biofilm formation of Staphylococcus aureus was detected by crystal violet staining. Results　This study found that ozanimod could significantly inhibit the growth of Staphylococcus aureus SA113 (screening reference strain), and the MIC was 25.00 μmol/L. The MIC of ozanimod against 119 clinical isolates of Staphylococcus aureus [65 isolates of methicillin sensitive (MSSA) and 54 isolates of methicillin resistant (MRSA)] was 12.50 or 25.00 μmol/L. The MIC50 and MIC90 of ozanimod against the 119 Staphylococcus aureus isolates all were 25.00 μmol/L. This study found that 6.25, 12.50, 25.00 μmol/L of ozanimod could significantly inhibit the biofilm formation of 2 MSSA and 2 MRSA. The sub-MIC concentration of ozanimod (12.50 μmol/L) could significantly inhibit the biofilm formation of 14 MSSA and 11 MRSA, but had no inhibitory effect on the growth of planktonic cells of these Staphylococcus aureus isolates. Conclusion　Ozanimod can inhibit the growth of Staphylococcus aureus, including MRSA, and has good antibacterial activity. The sub-MIC concentration of ozanimod could significantly inhibit the biofilm formation of Staphylococcus aureus.

Objective This study investigated the use of interventional bronchoscopic techniques in management of patients with tracheobronchial tuberculosis.Methods In this retrospective study,we analyzed the clinical data of 76 patients with endobronchial tuberculosis.All patients underwent bronchoscopy examination and diagnosed by pathology.According to different treatments,the patients were divided into two groups,the observation group (56 cases) adopted by bronchoscopy and chemotherapy and the control group (20 cases) adopted by chemotherapy only.The general features,treatment effectiveness in the two groups were compared and analyzed.Results Compared with the control group,the sputum negative rate,the recovery rate of symptom,and the total effective rate were higher (P ＜ 0.05).No severe side effects were found in the two groups.There was a positive relationship among frequency of bronchoscopy,the area of lesion (r =0.296,P =0.025 ＜ 0.05) and the type of histology (r =0.323,P =0.014 ＜ 0.05).Conclusions It is concluded that interventional bronchoseopic techniques are useful in management of patients with endobronchial tuberculosis.

The total RNA was extracted from ginseng leaves of Panax ginseng. The Cu/Zn-SOD gene was amplified via RT-PCR and the pET-28(a)-Cu/Zn-SOD expression vector was constructed. The pET-28 (a)-Cu/Zn-SOD recombinant plasmid was transformed into Escherichia coli BL21 (DE3) competent cells and was induced by IPTG in order to select optimal induction of expression conditions. The target protein was purified by the nickel ions (Ni ) affinity chromatography and the target protein enzyme activity was determinated by the xanthine oxidase method. The similarity of the Cu/Zn-SOD gene sequences and the Cu/Zn-SOD gene sequences of Korean ginseng in NCBI was 99. 00%. The target protein expression level was about 44.42%, and the molecular weight was 16.30 kDa after the pET-28(a)-Cu/Zn-SOD recombinants were induced by IPTG. The purified Cu/Zn-SOD protease activity reached 10,596.69 U x mg(-1). The P. ginseng pET-28(a)-Cu/Zn-SOD prokaryotic expression vector was built by the method of molecular biology, which provided the foundation for studying the Cu/Zn-SOD biology function.
Cloning, Molecular ; Escherichia coli ; genetics ; Gene Expression ; Genetic Engineering ; methods ; Genetic Vectors ; genetics ; Panax ; enzymology ; genetics ; Sequence Analysis ; Superoxide Dismutase ; genetics ; isolation & purification ; metabolism

Objective To explore the change of monocyte chemotactic factor-1 protein(MCP-1)and matrix metalloproteinase-9( MMP-9)of patients with coronary artery disease( CAD)following percutaneous coronary interventional( PCI). Methods Fifty patients underwent PCI procedures for CAD compromising a single coronary artery were selected as PCI group and 30 healthy individuals with normal findings by coronary angiography were selected as the control group. Plasma MCP-1 and MMP-9 were measured in all the subjects. Results The plasma MCP-1 level of patients with CAD after PCI was(19. 87 ± 5. 31)ng/ L,higher than that before operation((15. 71 ± 5. 23)ng/ L,t = 3. 95,P < 0. 01). Whereas in the control group,the MCP-1 level after coronary angiography was(13. 78 ± 5. 58)ng/ L,which was as same as that before operation (12. 42 ± 5. 39 ng/ L,P = 0. 34). Plasma MMP-9 level in the CAD patients after PCI procedures was(22. 69 ± 5. 97)mg/ L,higher than that before operation((19. 52 ± 5. 72)mg/ L,t = 2. 71,P < 0. 01). There was no significant difference in term of plasma MMP-9 level in control group befor and after operation((17. 53 ± 5. 51) mg/ L vs.(16. 69 ± 5. 42)mg/ L,P = 0. 55). Conclusion Plasma MCP-1 and MMP-9 increase in CAD patients following PCI procedures. But their roles in the vascular restenosis following the procedures need further investigation.

Objective Effectiveness of two kinds of thermochemotherapy infusion from intraarterial approach were studied in the grafted liver VX2 tumors of rabbit.Methods VX2 tumor model was established in 30 Newzland rabbit's livers.Percutaneous transfemoral hepatic arterial catheterization with fixation of the cathether tip inside the feeding vessel was carried out under DSA guidance.All 30 rabbits were divided into three groups(n=10 in each group),normal temperature 100 ml saline+Adriamycin(ADM)infusion(group 1),60℃100 ml saline+ADM continuous perfusion(group 2)and 60℃100 ml saline+ADM intermittent perfusion(group 3).After the perfusion,the lasting time periods of 43-45℃for tumor tissue of group 2 and 3 together with the concentrations of ADM within tumor's tissue were measured.Results Concentrations of ADM were shown as(12.013?2.237)?g/ml,(17.622?1.368)?g/ml,and(11.519?1.225)?g/ml for group 2, group 3 and group 1 respectively.60℃intermittent perfusion vs 60℃continuous perfusion showed P＜0.05, 60℃continuous pefusion vs normal temperature perfusion also showed P＞0.05. 43-45℃period lasting time (min)for 60℃continuous pefusion vs 60℃intermittent pefusion were(4.1?2.7)min and(11.3?3.3)min respectively,the latter was three times more than the former.There were no differences shown betwen the temperature,respiration and heart rate of group 2 and group 3.Conclusion Intermittent intraarterial perfusion thermochemotherapy is a more effective interventional management among all thermochemotherapies.

Objective: To establish a mouse hepatocellular carcinoma cell line that can produce mMIP-1α and to evaluate the possibility of cancer gene therapy by mMIP-1α. Methods: mMIP-1α cDNA was cloned into retrovirus vector pBabe puro and pBabe puro-mMIP-1α was constructed, then pBabe puro-mMIP-1α was used to transfect packaging cells, anti-puromycin cells was proliferated, the supernatant was used to infect hepa1-6, the anti-puromycin clone (hepa1-6 mMIP-1α) and hepa1-6 were analysed for the expression of mMIP-1α mRNA and protein by RT-PCR and immunohistochemistry respectively. The growth curve of hepa1-6 and hepa1-6 mMIP-1α was drawn. The chemotaxis of mMIP-1α produced by hepa1-6 mMIP-1α to mouse spleen cells was observed on agarose gel. C57B/L mouse was inoculated with the tumor cell and the tumorigenicity was studied. Results: Recombinant retrovirus vector pBabe puro-mMIP-1α with mMIP-1α cDNA was constructed. Hepa1-6 did not produce mMIP-1α mRNA and protein, while hepa1-6 mMIP-1α could produce mMIP-1α mRNA and protein. The growth curve of hepa1-6 and hepa1-6 mMIP-1α showed no difference. The chemotaxis of mMIP-1α produced by hepa1-6 mMIP-1α to mouse spleen cells was observed. The tumorigenicity was reduced. Conclusion: A mouse hepatocellular carcinoma Hepa1-6 mMIP-1α is established and mMIP-1α can affect the tumorigenecity of hepa1-6.

Objective:To investigate the joint associations of smoking and insufficient physical activity with hypertension, diabetes and dyslipidemia in male adults.Methods:Based on the data from the 2017 Nanjing Chronic Diseases Risk Factors Surveillance Program, 61 098 Nanjing residents aged 18 and older was randomly recruited from 12 districts, using the multi-stage stratified cluster sampling method. Information about smoking behaviors, physical activity and chronic disease-related indicators within the first 12 months before the survey was obtained through questionnaires.Results:Among the 29 848 valid male samples, the proportions of non-smokers, current smokers and ex-smokers were 59.6%, 37.2% and 3.2%, and the proportions of those who had physically active<600 MET-min/w (insufficient physically active) and ≥600 MET-min/w (adequate physically active) were 18.8% and 82.2%, respectively. In non-smokers, current smokers and ex-smokers, the prevalence of hypertension was 24.7%, 34.0% and 43.8%, and the prevalence of diabetes was 8.8%, 12.3% and 16.5%, and the prevalence of dyslipidemia was 26.8%, 36.1% and 41.9%, respectively. Multivariate logistic regression analysis showed that current smokers had a higher risk of hypertension ( OR=1.164, 95% CI: 1.086-1.248), diabetes ( OR=1.324, 95% CI: 1.207-1.452), and dyslipidemia ( OR=1.291, 95% CI: 1.216-1.371) than non-smokers in male adults. Compared with people who had adequate physical activity, someone with insufficient physical activity had higher hypertension ( OR=1.452, 95% CI: 1.331-1.583), diabetes ( OR=1.170, 95% CI: 1.041-1.315) and dyslipidemia ( OR=1.245, 95% CI: 1.158-1.338). And current smokers with insufficient physical activity had the highest risk of hypertension ( OR=1.749, 95% CI: 1.550-1.974), diabetes ( OR=1.363, 95% CI: 1.165-1.595), and dyslipidemia ( OR=1.614, 95% CI: 1.461-1.782) in male adults. Conclusions:Smoking and insufficient physical activity are risk factors for hypertension, diabetes, and dyslipidemia. People who is characterized by smoking together with insufficient physical activity presents with increased risk on developing hypertension, diabetes, and dyslipidemia.