1.Exploration on the Medication Rules of Traditional Chinese Medicine for Hypertension Treatment through Parallel K-means Optimization Algorithm
Journal of Medical Informatics 2017;38(6):71-76
The paper introduces relevant concepts of parallelization,including Mapreduce programming frame and distributed document system of Hadoop,optimizes the traditional K-means algorithm,establishes parallel K-means clustering model,explores the medication rules of Traditional Chinese Medicine (TCM) for hypertension treatment,digs into 8 groups of prescriptions for differentiation treatment of hypertension through TCM,verifies authenticity of the conclusion by combining the theories of TCM.
2.Research on the Rules of Apoplexy Treatment Based on Optimized Apriori Algorithm
Qian WANG ; Wei JIN ; Xinxia SONG
Journal of Medical Informatics 2017;38(7):62-67
On the basis of summarizing association rules algorithm and algorithm optimization,the paper explores the rules of prescription compatibility in the scheme for apoplexy diagnosis and treatment through Traditional Chinese Medicine (TCM),establishes the TCM Electronic Medical Records (EMR) database,processes and analyzes the data based on the classical association rule-Apriori algorithm,introduces the parameter optimization mining results of correlated measurement parameters Kulc and IR,eliminates pseudo strong association principle,gets the drug compatibility with strong correlation and theoretical significance,and provides theoretical guidance and reference for apoplexy medication through TCM.
3.Efficacy Observation of Domestic Octreotide Acetate in the Treatment of Esophageal and Gastric Varices Bleeding
Zhihua SONG ; Wei JIN ; Yinhua ZHANG
China Pharmacy 2007;0(28):-
0.05).CONCLUSION:Domestic octreotide acetate have same effect to imported octreotide acetate in the treatment of Esophageal and gastric Varices Bleeding which is caused by portal hypertension in patients with decompensated liver cirrhosis.Stopping bleeding rate of the achieved the similar level with.
4.Effect of PEG-IFN alpha -2a combined with ribavirin in type 1b chronic hepatitis C virus
Yulong SONG ; Wei HOU ; Qian JIN
Chinese Journal of Biochemical Pharmaceutics 2017;37(1):136-138
Objective To investigate the effect of peginterferon alfa-2a injection (PEG-IFNα-2a) combined with ribavirin (RBV) in the treatment of chronic hepatitis C virus (1b) in patients with chronic hepatitis C. Methods The clinical data of patients with type 1b chronic hepatitis C in our hospital from May 2010 to October 2015 were retrospectively analyzed. According to the method of treatment, the patients were divided into IFNα-2a combined with RBV group and PEG-IFNα-2a combined with RBV group. The rapid virologic response (RVR), early virologic response (EVR), and sustained virologic response (SVR) rate were observed in the two groups. The liver function, expressions of CD4+T and CD8+T cell of peripheral blood and the incidence of adverse reaction were compared between the two groups before and after treatment. Results The RVR, EVR, SVR of two groups was no significant difference (χ2=0.641, 0.946, 0.154, P=0.423, 0.331, 0.694). After treatment, the levels of ALT , AST, DBIL and TBIL in PEG-IFNα-2a combined with RBV group were lower than those in IFNα-2a combined with RBV group (P<0.05). Of the PEG-IFNα-2a combined with RBV group, the CD4+T level was lower and the CD8+T level was higher than that in PEG-IFNα-2a in the combined Leigh Bhave Lin group were lower than that in the IFNα-2a level was lower IFNα-2a combined with RBV group(P<0.05). There was no significant difference in the incidence of influenza-like symptoms, marrow suppression, somnolence and abnormal laboratory indexes between two groups. Conclusion PEG-IFN alpha -2a combined with RBV has a good therapeutic effect on type 1b chronic hepatitis C virus, and has good safety and clinical application value.
6.Influence of nodule enhanced viewing of dual-source CT on efficacy of detecting pulmonary nodule in low-dose CT
Liang YANG ; Wei SONG ; Xin SUI ; Zhengyu JIN ; Yun WANG
Chinese Journal of Radiology 2013;47(8):709-712
Objective To evaluate efficacy in detecting lung nodules at low-dose CT(LDCT) by nodule enhanced viewing(NEV).Methods One hundred and twenty seven patients who were referred to undergo low-dose CT (LDCT) for the evaluation of pulmonary metastasis or screening lung cancer were selected randomly.Two radiologists with at least 10 years experience read the images with normal clinical reading speed to find actionable nodules ≤ 2.0 cm in maximum diameter,and their consensus result was referred as Standard.NEV was adopted to detect the pulmonary nodules.Two residents with experience of less than three years read first detected suspicious nodules and recorded reading time,first consensus and mean time were recorded.Then,they made second decisions on the images with the help of NEV and the results and the reading time were recorded and analyzed by using wilcoxon test.The sensitivity and accuracy of NEV,residents and residents with NEV were analyzed.Results Standard,resident,NEV and resident with NEV detected 570,404,768 and 593 lung nodules ≤2.0 cm in maximum diameter,respectively.More than 60% nodules were less than 0.5 cm in maximum diameter.The performance of NEV in detecting nodules ≤2.0 cm as well as nodules < 0.5 cm in maximum diameter was significantly higher than that of the resident(Z =-6.887,P <0.01 and Z =-7.235,P <0.01),and the performance of resident with NEV indetecting nodules ≤2.0 cm as well as nodules < 0.5 cm in maximum diameter was significantly higher than that of resident without NEV (Z =-6.606,P < 0.01 and Z =-6.657,P < 0.01).The resident,NEV and the resident with NEV detected nodules < 20 mm in maximum diameter with sensitivities of 61.4%,86.3% and 95.3%,and with accuracy of 56.1%,58.1% and 87.6%,respectively.The resident achieved sensitivities of 51.4%,88.1% and 94.8%,and accuracy of 47.0%,56.9% and 87.5% for nodules <5 mm in maximum diameter,respectively.The resident,NEV and resident with NEV spent 120-444 s,85-262 s and 131-1512 s per case to read the CT scans,respectively.The reading time of resident with NEV in was significantly higher than that of resident without NEV(Z =-9.781,P < 0.01).The resident spent 23 s per NEV mark.Conclusion NEV considerable improves the resident's performance in lung nodule detection,especially in maximum diameter < 0.5 cm nodule detection.
7.Relationship between endothelial function of coronary heart disease and the severity of coronary artery disease
Shuxuan JIN ; Jianping LIU ; Wei SONG ; Ben HE ; Binyao WANG
Clinical Medicine of China 2009;25(3):237-240
Objective To evaluate the relationship between vascular endothelial function of coronary heart disease and the severity of coronary artery disease(CHD).Methods 73 patients undergoing coronary angiography were divided into two groups:CHD group(n=39)and non-CHD group(n=34)according to the result of coronary angiography.13 healthy subjects without risk factor of CHD were chosen as normal control group.FMD and NTG-MD of endothelial-dependent and independent dilatation of brachial artery were measured by using of high frequency linear-array uhrasonography for assessment of the vascular endothelial function.and the relationship between the vascular endothelial function and the severity of coronary artery stenosis was analyzed.Results A significant difference was obtained in the FMD among the CHD group,non-CHD group and control group[(4.81±2.33)%vs.(9.29±3.88)%vs.(13.58±1.80)%,F=48.012,P<0.01).Significant difference was shown in NTG.MD among the three groups[(13.72±3.27)%vs.(15.64±2.65)%vs.(16.54±2.98)%,F=6.015,P<0.01]and significant difference was shown between CHD group and the other two group(P<0.05).The FMD was negatively correlated with the basdine value of the brachial artery.tlle number of stenotic coronary ateries and the severity of coronary artery stenosis(r=-0.224,-0,316,-0.721,P=0.038,0.003 and <0.001).NTG-MD was also negatively correlated with the baseline value of the brachial artery,the number of stenotic coronary arteries and the severity of coronary artery stenosis(r=-0.483,-0.258,-0.372,P<0.001,0.027,0.001).Stepwise regression analysis displayed a linear relationship between FMD and the severity of coronary artery stenosis,the baseline value of the brachial artery(r=-0.012,-0.022,P<0.001).NTG-MD was linearly related to the baseline value ofthe brachial artery and the severity of coronary artery stenosis(r=-0.032,-0.0073,P<0.001).Conclusion The degree of damage of endothelial function of coronary heart disease is linearly correlated with severity of coronary arteIT stenosis.
8.The morphological investigation on AcrySof Natural's protective function from acute retinal light injury
Bo, QU ; Li-Wei, MA ; Jin-Song, ZHONG
International Eye Science 2005;5(4):613-617
AIM: To investigate whether the Acrysof Natural has the protective function for retina from blue light in morphology.METHODS: Fresh porcine eye cups were formed in vitro. Blue light beam between 420-450nm spectrum eradiated the porcine retina and cultured RPE cells in 30J/cm2 and 40J/cm2, respectively. The adjacent region in 3mm diameter was eradiated in various ways: exposed directly to light, through AcrySof one piece IOL, PMMA IOL,AcrySof Natural IOL, and without light. Then the eye cups were cultured for 48h. Lastly, tissue and cell structure were observed with light microscope and transmission electron microscope (TEM).RESULTS: In the retinal region without light, the structure of every layer was clear, cells in neuroepithelial layer arrayed in rule, some bubble presented in external granular layer and internal granular layer, RPE cells were compact, and the color of pigment article was coincident. In the region with direct blue light and that with 30J/cm2+Acrysof one-piece/ pMMlA, cells on photoreceptor and external granular layer were lost partially, bubble increased, RPE cells were with different sizes, and cell edema, cell lost and pigment article cluster could be seen.. In region with 30J/cm2+Natural, a little disorganization could be seen comparing to that without light, but more normal than those with Acrysof and direct eradia tion. When the power was 40J/cm2, the situation was similar to that with 30J/cm2 but more severe.CONCLUSION: ① the blue light intensity in 30J/cm2 and 40J/cm2 could both induce the acute retinal light injury, ② AcrySof one piece IOL and other PMMA IOLhave no obvious effect no retina comparing to direct eradiation, ③AcrySof Natural can weaken the injury of blue light to some extent.
9.The Effect of Docetaxel Combined with 4-AP on Human Breast Cancer MCF-7 Cells
Tao SUN ; Xiuquan FU ; Yining SONG ; Minjie WEI ; Wanbao JIN
Chinese Journal of Clinical Oncology 2010;37(2):76-79,89
Objective: To study the effect of docetaxet (DOC) combined with 4-AP on human breast can-cer MCF-7 cells and to explore whether 4-AP could strengthen the effect of docetaxel. Methods: MTT assays were performed to investigate the effect of docetaxel, 4-AP and the combination of them on the proliferation of MCF-7 cells. Flow cytometry was employed to detect cell cycles and cell apoptosis after the cells were stained by PI alone or by Annexin-V and PI. Results: Docetaxel could significantly inhibit the proliferation of MCF-7 cells in a dose- and time- dependent manner. 4-AP could inhibit the proliferation of MCF-7 cells and the inhibitory rates were 11.9%±1.7%, 42.1%±3.2%, and 44.2%±1.6% at 24h, 48h and 72h after adding 4-AP. Moreover 4-AP (5mmol/L) could strengthen the effect of docetaxel. 4-AP (25μmol/L) could increase the effect of Docetaxel. Docetaxel at 5μmol/L could significantly increase the percentage of cells at G_2/M (53.58%± 1.44% vs. 8.83%±0.44%, P<0.01) and decrease the percentage of cells at G_0/G_1 (11.48%±0.14% vs. 63.89%±0.98%, P<0.01), indicating that docetaxel blocked MCF-7 cells at G_2/M phase. 4-AP at 5mmol/L could in-crease the percentage of MCF-7 cells at G_0/G_1 and decrease the percentage of cells at G_2/M (0.42%±0.17% vs. 8.83%±0.44%, P<0.05). Docetaxel could significantly increase late apoptosis and death of MCF-7 cells af-ter treatment over 24h (from 6.97%±0.75% to 20.77%±0.75%, P<0.05). Docetaxel combined with 4-AP could increase early apoptosis rate from 4.60%±0.91% to 12.20%±0.82% (P<0.05) and could increase late apopto-sis rate and death rate from 4.60%±0.91% to 12.20%±0.82% (P<0.05). Conclusion: Both docetaxel and 4-AP can inhibit the proliferation of MCF-7 cells. Docetaxel can increase the percentage of cells at G_2/M phase and 4-AP can increase the percentage of cells at G_0/G_1 phase. 4-AP could strengthen the inhibitory effect of docetaxel on the proliferation of MCF-7 cells through inducing cell apoptosis.
10.Effects of advanced glycation end products on protein and mRNA expression of macrophage inflammatory protein-1? in cultured human umbilical vein endothelial cells
Xin MENG ; Jin ZHANG ; Wei WU ; Song BAI
Chinese Journal of Pathophysiology 1986;0(04):-
AIM: To investigate the effects of advanced glycation end products (AGEs) on protein and mRNA expression of macrophage inflammatory protein-1? (MIP-1?) in cultured human umbilical vein endothelial cells(HUVECs). METHODS: HUVECs were cultured with AGEs at different concentrations for 24 h and at a concentration of 400 mg/L for different time.The levels of mRNA and protein expression of MIP-1? in cultured HUVEC were detected by in situ hybridization and Western blot, respectively. RESULTS: In situ hybridization showed that after exposure of HUVECs to AGEs at different concentrations (100 mg/L, 200 mg/L, 400 mg/L) for 24 h, the average integrated optical density values (18.76?3.17, 26.58?1.61, 34.23?2.25) of MIP-1? mRNA expression in HUVECs were higher than that in control group (13.83?1.24, P