1.Feature extraction of electroencephalogram based on data reduction
Chinese Journal of Tissue Engineering Research 2010;14(9):1642-1644
BACKGROUND:Reaction velocity for brain imagination is a major criterion in measuring quality of brain computer interface (BCI)system.Therefore,electroencephalogram (EGG) analysis,especially the feature extraction screening,is very important.Reduction the number of features is an important way to improve the speed.OBJECTIVE:To screen EGG features using reduction algorithm,and to decrease the number of EGG features.METHODS:Firstly,by various analytical methods,the EGG features were extracted and classified;then,discreting the continuous EGG to establish an EGG information table;At last,reduction theory was used to reduce EGG features,and to sort the data according to reduced attributes,the accuracy of sorting was validated.RESULTS AND CONCLUSION:Using reduction algorithm and feature marking,discreting the continuous EGG to establish an EGG information table,and then choose the features from the discrete data.The results show that classification accuracy has not been reduced but the number of features was reduced.However,this method can be used marking features in two sorts,how to marking features of multi-sorts and to perform data reduction is a key point in further study.
2.A Clinical Study on Intelligence, Individuality and Behavior Characteristics in Epilepsy Children with Sub-clinical Seizure
Lifang MU ; Yingcai CHEN ; Dan XIE
Journal of Chinese Physician 2001;0(10):-
Objective To investigate the intelligence, individuality and behavior characteristics of epilepsy children with sub-clinical seizure. Methods The intelligence, individuality and behavior characteristics of the patients and normal age-matched children were evaluated by WISC, EPQ and CBCL. Results Compared with normal age-matched children, the code and number of WISC were obviously decreased in the children with epilepsy (P
3.Effects of low molecular heparin on cytokines in invasive pulmonary aspergillosis mice
ling, RONG ; xin, ZHOU ; mu-dan, HE ; feng, LI
Journal of Shanghai Jiaotong University(Medical Science) 2006;0(01):-
Objective To investigate the effects of low molecular heparin(LWMH)on cytokines(TNF-?,IL-1? and IL-10)in blood plasma and bronchoalveolar lavage fluid of invasive pulmonary aspergillosis(IPA)mice.Methods The neutropenic IPA mouse models were established by administration of cyclophosphamide for immunologic function inhibition and intranasally challenge with Aspergillus fumigatus conidia(1?106 conidia/mouse).One hundred and twenty mice were randomly divided into 4 groups:normal control,IPA model,normal saline+LWMH and IPA+LWMH group.Normal saline+LWMH group and IPA+LWMH group received LWMH(subcutaneous injection,1 000 IU/kg,qd?2 d).Normal control and IPA model group received normal saline instedad of LWMH.At 4,8,12,24 and 48 h after inoculation,six mice were randomly taken from each group to be sacrificed.ELISA method was used to determine the concentrations of TNF-?,IL-1? and IL-10 in blood plasma and BALF.Results TNF-?,IL-1? and IL-10 in blood plasma and BALF increased significantly several hours after inoculation of conidia in IPA model and IPA+LWMH group.There were significant higher concentrations of TNF-? and IL-1? in blood plasma and BALF in IPA+LWMH group than in IPA model group(P
4.Bone marrow microenvironment and differentiation of leukemia cells
Xi CHEN ; Dan MU ; Qin YAN ; Wenjun LIU
Journal of International Oncology 2021;48(3):189-192
Bone marrow microenvironment (BMM) is the environment on which leukemia cells depend. It contains stem cells, bone marrow stromal cells, and abundant cytokines, which can regulate the differentiation and proliferation of leukemia cells. The regulation of BMM on the differentiation of leukemia cells is a complex process that can act on different targets and signaling pathways. It mainly includes hypoxia-inducible factor, integrins, Notch, and Wnt/β-catenin signal pathways. The study of relationship between BMM and leukemia cell differentiation can help to find pathways and targets that induce leukemia differentiation which will find new directions for the treatment of leukemia.
5.Observation and analysis of malposition of catheter during PICC at different body positions
Mei GUO ; Dan WANG ; Tingting MU ; Jing ZHOU ; Zongyi XU
Chinese Journal of Practical Nursing 2012;28(23):46-47
Objective To study the incidence of malposition of catheter at different body positions during the operation of peripherally inserted central catheter (PICC),and then select the optimum position to increase the success rate of insertion. Methods 155 patients were randomly divided into the horizontal position group (55 cases),the semi-reclining position group (49 cases) and the sitting position group (51cases).They all used chest X-ray to conffirm the position of top end of the catheter after insertion and then comparing the incidence rate of malposition of catheter among three groups. Results After insertion,11 patients' catheters were found malposition.Among them,8 patients were in the semi-reclining position group (incidence rate 16.3%),2 patients were in the horizontal position group (incidence rate 3.6%) and only one patient was in the sitting position group (incidence rate 1.9% ).Incidence rate of catheter malposition in the semi-reclining position group was significantly higher than other two groups. Conclusions The best position for PICC is the horizontal position.If the patient has expiratory dyspnea or need to adjust the malposition catheter,sitting position can be used.Semi-reclining position should be avoided in the operation of PICC.
6.Up-regulated release of vascular endothelial growth factor in tissue engineered bone with implanted vascular bundles: a model of femoral defect in rabbits
Le WANG ; Junjun QIN ; Siyuan CHEN ; Tianwang MU ; Shan JIANG ; Peiran ZHAO ; Dan JIN ; Guoxian PEI
Chinese Journal of Orthopaedic Trauma 2009;11(6):540-545
Objective To investigate whether tissue engineered bone with implanted vascular bun-dles can up-regulate release of vascular endothelial growth factor (VEGF) in models of femoral defect in rabbits.Methods Thirty-two rabbits were randomized into 2 even groups.In both groups, a segmental bone defect of 15 mm in length was made at the left femur before a tissue engineered bone was inserted into the defect.In the experimental group, a femoral vascular bundle was implanted into the tissue engineered bone.In the control group, there was no vascular implantation.At 2, 4, 8, and 12 weeks after implantation, samples were taken to determine new bone formation by histology and expression level of VEGF by immuno-histochemistry.Results The new bone formation was significantly higher in the experimental group at the end of 4, 8, and 12 weeks(P < 0.05) .The expression level of VEGF in the experimental group was also significantly higher than in the control group at all time points after operation, and the expression of VEGF peaked at 4 weeks.Conclusion Tissue engineered bone with vascular bundle implanted can up-regulate VEGF release in models of femoral defect in rabbits.
7.A clinical study of Gefitinib retreatment beyond progression in non-small cell lung cancer patients with rare EGFR mutations
Honghao MU ; Yun QING ; Qi FEI ; Dan QIU ; Jian FENG ; Lingli TU ; Lan SUN
Chongqing Medicine 2017;46(15):2072-2074
Objective To evaluate the effectiveness and safety of gefitinib retreatment beyond progression(GRBP)in non-small cell lung cancer(NSCLC)patients with rare EGFR mutations.Methods We retrospectively analyzed six rare-EGFR-mutation NSCLC patients from Jan 2011 to Dec 2015.Those patients had previous disease control and then disease progression according to Response Evaluation Criteria in Solid Tumors version 1.1(RECIST v1.1)after taking oral gefitinib 250 mg once a day.After that,continuing gefitinib was decided by clinicians′ experience at the same treatment option.The primary endpoints were response rate(RR),overall survival(OS),the first and second progression-free survival(PFS-1 and PFS-2).Safety was assessed according to the NCI-CTCAE version 4.0.Results After initial treatment of gefitinib,4 patients achieved partial response(PR)and 2 patients showed stable disease(SD),with RR being 66.7%.The median PFS-1 and PFS-2 were 10 months(95%CI 6.6-13.4)and 9 months(95%CI 6.9-11.1),respectively.The median OS time was 28 months(95%CI 10.4-45.6).The most common treatment-related adverse events were fatigue,diarrhea,rash,itching and elevated transaminases.Conclusion In our study,gefitinib retreatment beyond disease progression is effective with a manageable tolerability profile.
8.PI3K/Akt signaling pathway regulates autophagy induced by acute kid-ney injury in septic rats
Jingfen XIANG ; Xiang YANG ; Jianfeng GONG ; Weijian LEI ; Yanqiong DENG ; Dan MU ; Guoquan ZHONG ; Qiyong MENG
Chinese Journal of Pathophysiology 2014;(6):1052-1058
AIM:To investigate the autophagy induced by sepsis and acute kidney injury , and the regulation of phosphoinositide 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway in this process.METHODS: The rats were subjected to cecal ligation and puncture ( CLP) or sham operation .Histopathologic changes of the renal tissues were examined by HE staining .Blood urea nitrogen ( BUN) and serum creatinine ( SCr) were measured by chemical colorime-try.The protein expression of microtubule-associated protein light chain 3 I/II (LC3 I/II), beclin-1 and p-Akt at different time points after CLP was detected by Western blotting .In vitro, human proximal tubular epithelial cell line HK-2 were treated with LPS to induce autophagy .The protein expression of LC 3 I/II and p-Akt in the HK-2 cells after LPS treatment at different time points and different concentrations was detected by Western blotting .These molecules in HK-2 cells and apoptosis of HK-2 cells treated with LPS plus PI3K inhibitor or Akt inhibitor were also detected .RESULTS: Compared with sham group , the severe changes of renal histopathological injuries in CLP groups were observed , the levels of BUN and SCr in CLP groups were significantly increased .LC3 I/II, beclin-1 and phosphorylation of Akt gradually increased after CLP.After treatment with LPS, the expression of p-Akt (308) in the HK-2 cells gradually increased in a dose-and time-dependent fashion.The expression of beclin-1 and p-Akt (472) reached a peak at 8 h or 10 mg/L LPS treatment.Treat-ment with PI3K or Akt inhibitor down-regulated the expression of LC3 and promoted the apoptosis of HK-2 cells.CON-CLUSION:Autophagy in the kidney is induced by sepsis and acute kidney injury .PI3/Akt signaling pathway may be in-volved in this process .
9.Magnetic resonance tracking of endothelial progenitor cells labeled with superparamagnetic iron ox-ide homing to the site of hepatoma
Xiaoli MAI ; Haijian FAN ; Dan MU ; Decai YU ; Jun YANG ; Bin ZHU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2016;(1):19-24
Objective To track the migration and incorporation of intravenously injected, magneti?cally labeled endothelial progenitor cells ( EPCs) from mouse bone marrow into the blood vessels in a rapid?ly growing HCC model by microMR (7.0 T). Methods This study was approved by the Institutional Com?mittee on Animal Research. H22 hepatic ascitic cancer cells was directly injected into the left liver lobe of BALB/c nude mice ( n=15) . EPCs derived from bone marrow of C57BL/6 mice were isolated and cultured. The third passage EPCs were collected and labeled with 25 μg/ml superparamagnetic iron oxide ( SPIO) and poly?l?lysine (PLL) complex (SPIO?PLL). MTT assay and flow cytometry were used to evaluate the difference of growth curve and apoptosis between labeled and unlabeled EPCs. EPCs labeled with SPIO?PLL were injected into mice via tail vein in experiment group (on the 3rd day after establishing HCC model) (n=15) and control group (n=6). The signal changes of tumor (the 1st, 3rd and 7th day after transplantation) were observed by microMR. Prussian blue staining and immunohistochemistry staining of CD31 were per?formed. MRI findings were confirmed by histomorphology. Two?sample t test was used to analyze the data. Results Single tumor was showed in the liver of all mice 3 d after establishing models. Labeling with SPIO?PLL at a concentration of 25μg/ml did not alter cell growth curve ( measured by MTT assay;t=0.281, P>0.05) and cell apoptosis (analyzed by flow cytometry). The apoptosis rates of SPIO?PLL labeled and un?labled EPCs were (12.31±1.43)% and (11.57±1.24)% in early stage, and (0.55±0.07)% and (0.49± 0?05)% in late stage. No significant differences were observed between them (t=0.967, 1.060; both P>0?05) . Migration and incorporation of transplanted and labeled cells into tumor were documented with in vivo microMR as low signal intensity at the tumor periphery as early as the 3rd day after EPCs administration in preformed tumors (4/5). Prussian blue staining showed iron?positive cells at the sites corresponding to low signal intensity on MRI. The positive cells expressing CD31 existed in intratumoral and peritumoral vessels. There was no signal change in control group at all time points. Conclusions MRI can demonstrate the in?corporation of magnetic labeled mouse EPCs into the implanted hepatoma. It may be helpful for early diagno?sis and therapy of liver tumor.
10.Effect of Shenfu infusion on myocardial KATP channel in rats after ischemia/reperfusion
Chongming MU ; Yupei CHEN ; Daoru JI ; Ling DAN ; Wenting GONG ; Lisha WANG
Chinese Journal of Tissue Engineering Research 2007;11(4):-
BACKGROUND: KATP channel regulates the response of cells to hypoxia and ischemia, mediates and is involved in the protection for cells or tissue organs. Our previous research confirms that Shenfu injection has good protective effect on myocardial ischemia/reperfusion injury in rats. There have been no reports on whether this protective effect is related to KATP channel in WeiPu deriodical database, WanFang database and Medline database until October 2005.OBJECTIVE: To observe the protective effect of Shenfu injection on myocardial ischemia/reperfusion injury in rats, and analyze its correlation with KATP channel.DESIGN: Completely randomized grouping design, randomized controlled trial.SETTING: Department of Anesthesiology, Second Hospital Affiliated to Dalian Medical University; Department of Anesthesiology, Second Hospital Affiliated to Chongqing Medical University.MATERIALS: Twenty-four adult SD rats of clean grade, of either gender, weighing 240 to 320 g, were employed in this trial. Shenfu injection (Sanjiu Medical & Pharmaceutical, Co., Ltd., Batch No. 031002) and glibenclamide (National Institute for the Control of Pharmaceutical and Biological Products) were employed.METHODS: This trial was carried out in the Laboratory of Anesthesiology, Second Hospital Affiliated to Chongqing Medical University from April to December 2004. Myocardial ischemia/reperfusion injury models were employed. Twenty-four rats were randomized into 4 groups, with 6 in each group: sham-operation group [putting through thread, but without ligation of left anterior descending coronary artery, 8 mL/kg normal saline, intravenous injection (i.v.)], ischemia/reperfusion group (8 mL/kg normal saline, i.v.), Shenfu injection group (8 mL/kg Shenfu injection, i.v.) and Shenfu injection + glibenclamide group (0.33 mg/kg glibenclamide and 8 mL/kg Shenfu injection, i.v.). Administration in each group was conducted 15 minutes before ligation except for that in sham-operation group (immediately after putting through thread). About 6 mL blood was taken from cardiac apex. Left ventricular anterior wall was divided into 3 parts, and then which were used for homogenate, electron microscope observation and immunohistochemical detection separatety. The superoxide dismutase (SOD) activity, malondialdehyde (MDA) level, expressions of tumor necrosis factor-α(TNF-α) and interleukin 6 (IL-6)and plasm cTnl level in myocardial tissue were detected. Ultra-structural changes of myocardial tissue were observed.MAIN OUTCOME MEASURES: SOD activity, MDA level, expressions of TNF-α and IL-6, plasm cTnI level and ultra-structural changes of myocardial tissue. RESULTS: All the 24 rats were involved in the result analysis, without deletion. ① Compared with sham-operation group,SOD activity in myocardial tissue in ischemia/reperfusion group was decreased, while the expressions of TNF-α and IL-6 were increased, with statistical difference (P < 0.01). MDA level in the ischemia/reperfusion group was higher than that in the sham-operation group (P < 0.01); Compared with ischemia/reperfusion group, SOD activity was increased, MDA level and expressions of TNF-α and IL-6 were all decreased in Shenfu injection group(P < 0.01); There were no significant differences in above-mentioned indexes between Shenfu injection group and Shenfu injection + glibenclamide group (P >0.05). ②Compared with sham-operation group, the plasm cTnl level in the ischemia/reperfusion group and Shenfu injection+ glibenclamide group was significantly increased (P < 0.01); Compared with ischemia/reperfusion group, plasm cTnl level in the Shenfu injection group was significantly decreased in Shenfu injection group (P < 0.01); There were no signifi cant differences in plasm cTnl level between Shenfu injection group and Shenfu injection + glibenclamide group. ③ In the sham-operation group, the ultrastructure of myocardial cells was basically normal and mitochondrium swelled a little; In the ischemia/reperfusion group, karyolysis appeared, mitochondrium swelled obviously and considerable neutrophils infil trated; In the Shenfu injection group, myofilament of myocardial cells dissolved, mitochondrium swelled and nuclear mem brane was integrity; In the Shenfu injection + glibenclamide group, mitochondrium obviously swelled, myofilament present ed focus dissolving, sarcoplasmic reticulum expanded a little and allochromacy assembled in the edge of cells. CONCLUSION: Glibenclamide suppresses myocardial KATP channel, but does not eliminate the protective effect of Shenfu injection on myocardial ischemia/reperfusion injury. KTAP channel does not play an important role in the protection of Shenfu injection for myocardial ischemia/reperfusion injury.