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Nonlinear model predictive control based on support vector machine and genetic algorithm 被引量:5
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作者 冯凯 卢建刚 陈金水 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2015年第12期2048-2052,共5页
This paper presents a nonlinear model predictive control(NMPC) approach based on support vector machine(SVM) and genetic algorithm(GA) for multiple-input multiple-output(MIMO) nonlinear systems.Individual SVM is used ... This paper presents a nonlinear model predictive control(NMPC) approach based on support vector machine(SVM) and genetic algorithm(GA) for multiple-input multiple-output(MIMO) nonlinear systems.Individual SVM is used to approximate each output of the controlled plant Then the model is used in MPC control scheme to predict the outputs of the controlled plant.The optimal control sequence is calculated using GA with elite preserve strategy.Simulation results of a typical MIMO nonlinear system show that this method has a good ability of set points tracking and disturbance rejection. 展开更多
关键词 Support vector machine genetic algorithm Nonlinear model predictive control Neural network Modeling
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Automatic target recognition of moving target based on empirical mode decomposition and genetic algorithm support vector machine 被引量:3
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作者 张军 欧建平 占荣辉 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第4期1389-1396,共8页
In order to improve measurement accuracy of moving target signals, an automatic target recognition model of moving target signals was established based on empirical mode decomposition(EMD) and support vector machine(S... In order to improve measurement accuracy of moving target signals, an automatic target recognition model of moving target signals was established based on empirical mode decomposition(EMD) and support vector machine(SVM). Automatic target recognition process on the nonlinear and non-stationary of Doppler signals of military target by using automatic target recognition model can be expressed as follows. Firstly, the nonlinearity and non-stationary of Doppler signals were decomposed into a set of intrinsic mode functions(IMFs) using EMD. After the Hilbert transform of IMF, the energy ratio of each IMF to the total IMFs can be extracted as the features of military target. Then, the SVM was trained through using the energy ratio to classify the military targets, and genetic algorithm(GA) was used to optimize SVM parameters in the solution space. The experimental results show that this algorithm can achieve the recognition accuracies of 86.15%, 87.93%, and 82.28% for tank, vehicle and soldier, respectively. 展开更多
关键词 automatic target recognition(ATR) moving target empirical mode decomposition genetic algorithm support vector machine
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Inhibition of human telomerase in MKN-45 cell line by antisense hTR expression vector induces cell apoptosis and growth arrest 被引量:31
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作者 FengRH ZhuZG 《World Journal of Gastroenterology》 SCIE CAS CSCD 2002年第3期436-440,共5页
AIM: To investigate the effects of antisense human telomerase RNA (hTR)on the biologic behavior of human gastric cancer cell line: MKN-45 by gene transfection and its potential role in the gene therapy of gastric canc... AIM: To investigate the effects of antisense human telomerase RNA (hTR)on the biologic behavior of human gastric cancer cell line: MKN-45 by gene transfection and its potential role in the gene therapy of gastric cancer. METHODS: The hTR cDNA fragment was cloned from MKN-45 through RT-PCR and subcloned into eukaryotic expression vector (pEF6/V5-His-TOPO) in cis-direction or trans-direction by DNA recombinant methods. The constructed sense, antisense and empty vectors were transfected into MKN-45 cell lines separately by lipofectin-mediated DNA transfection technology. After drug selection, the expression of antisense hTR gene in stable transfectants and normal MKN-45 cells was detected by RT-PCR, the telomerase activity by TRAP, the apoptotic features by PI and Hoechst 33258 staining, the cell cycle distribution by flow cytometry and the population doubling time by cell counting. Comparison among the stable transfectants and normal MKN-45 cells was made. RESULTS: The sense, antisense hTR eukaryotic expression vectors and empty vector were successfully constructed and proved to be the same as original design by restriction endonuclease analysis and sequencing. Then, they were successfully transfected into MKN-45 cell lines separately with lipofectin. The expression of antisense hTR gene was only detected in MKN-45 cells stably transfected with antisense hTR vector (named as MKN-45-ahTR) but not in the control cells. In MKN-45-ahTR, the telomerase activity was inhibited by 75%, the apoptotic rate was increased to 25.3%, the percentage of cells in the G0/G1 phase was increased to 65%, the proliferation index was decreased to 35% and the population doubling time was prolonged to 35.3 hours. However, the telomerase activity, the apoptotic rate, the distribution of cell cycle, the proliferation index and the population doubling time were not different among the control cells. CONCLUSION: Antisense hTR can significantly inhibit telomerase activity and proliferation of MKN-45 cells and induce cell apoptosis. Antisense gene therapy based on telomerase inhibition can be a potential therapeutic approach to the treatment of gastric cancer. 展开更多
关键词 Apoptosis Cell Division Gene Expression genetic vectors Humans RNA Antisense Research Support Non-U.S. Gov't Stomach Neoplasms TELOMERASE inhibitors Tumor Cells Cultured
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Specific CEA-producing colorectal carcinoma cell killing with recombinant adenoviral vector containing cytosine deaminase gene 被引量:29
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作者 Li-Zong Shen Wen-Xi Wu Qiang Ding Yi-Bing Hua,Department of General Surgery,The First Affiliated Hospital of Nanjing Medical University,Nanjing,210029,Jiangsu Province,China De-Hua Xu Zhong-Cheng Zheng Xin-Yuan Liu,Shanghai Institute of Biochemistry and Cell Biology,The Chinese Academy of Sciences,Shanghai,200031,China Kun Yao,Department of Microbiology and Immunology,Nanjing Medical University,Nanjing,210029,Jiangsu Province,China 《World Journal of Gastroenterology》 SCIE CAS CSCD 2002年第2期270-275,共6页
AIM: To kill CEA positive colorectal carcinoma cells specifically using the E coli cytosine deaminase (CD) suicide gene, a new replication-deficient recombinant adenoviral vector was constructed in which CD gene was c... AIM: To kill CEA positive colorectal carcinoma cells specifically using the E coli cytosine deaminase (CD) suicide gene, a new replication-deficient recombinant adenoviral vector was constructed in which CD gene was controlled under CEA promoter and its in vitro cytotoxic effects were evaluated. METHODS: Shuttle plasmid containing CD gene and regulatory sequence of the CEA gene was constructed and recombined with the right arm of adenovirus genome DNA in 293 cell strain. Dot blotting and PCR were used to identify positive plaques. The purification of adenovirus was performed with ultra-concentration in CsCl step gradients and the titration was measured with plaque formation assay. Cytotoxic effects were assayed with MTT method, The fifty percent inhibition concentration (IC(50)) of 5-FC was calculated using a curve-fitting parameter. The human colorectal carcinoma cell line, which was CEA-producing, and the CEA-nonproducing Hela cell line were applied in cytological tests. An established recombinant adenovirus vector AdCMVCD, in which the CD gene was controlled under CMV promoter, was used as virus control. Quantitative results were expressed as the mean +/- SD of the mean. Statistical analysis was performed using ANOVA test. RESULTS: The desired recombinant adenovirus vector was named AdCEACD. The results of dot blotting and PCR showed that the recombinant adenovirus contained CEA promoter and CD gene. Virus titer was about 5.0 X 10(14)pfu/L(-1) after purification. The CEA-producing Lovo cells were sensitive to 5-FC and had the same cytotoxic effect after infection with AdCEACD and AdCMVCD (The IC(50) values of 5-FC in parent Lovo cells, Lovo cells infected with 100 M.O.I AdCEACD and Lovo cells infected with 10 M.O.I AdCMVCD were 】15000, 216.5+/-38.1 and 128.8+/-25.4 micromol.L(-1), P【0.001, respectively), and the cytotoxicity of 5-FC increased accordingly when the m.o.i of adenoviruses were enhanced (The value of IC(50) of 5-FC was reduced to 27.9+/-4.2 micromol.L(-1) in 1000 M.O.I AdCEACD infected Lovo cells and 24.8+/-7.1 micromol.L(-1) in 100 M.O.I AdCMVCD infected Lovo cells, P【0.05, P【0.01, respectively). The CEA-nonproducing Hela cells had no effect after infection with AdCEACD, but Hela cells had the cytotoxic sensitivity to 5-FC after infection with AdCMVCD (The IC(50) of 5-FC in parent Hele cells and Hela cells infected with AdCMVCD at 10 M.O.I was 】15000 and 214.5+/-31.3 micromol.L(-1), P【0.001). AdCEACD/5-FC system also had bystander effect, and the viability was about 30 percent when the proportion of transfected cells was only 10 percent. CONCLUSION: The recombinant adenovirus vector AdCEACD has the character of cell type-specific gene delivery. The AdCEACD/5-FC system may become a new, potent and specific approach for the gene therapy of CEA-positive neoplasms, especially colon carcinoma. 展开更多
关键词 Gene Therapy genetic vectors ADENOVIRIDAE Animals ANTIMETABOLITES Bystander Effect Carcinoembryonic Antigen Cell Line Colorectal Neoplasms Cytosine Deaminase FLUCYTOSINE Hela Cells Humans Nucleoside Deaminases Promoter Regions (genetics) Research Support Non-U.S. Gov't Tumor Cells Cultured
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Detection of anti-preS1 antibodies for recovery of hepatitis B patients by immunoassay 被引量:15
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作者 Jun Wei Guang-Di Li Yuan Wang Zu-Chuan Zhang,Institute of Biochemsitry and Cell Biology,Shanghai Institutes for Biological Sciences,Chinese Academy of Sciences,Shanghai 200031,China Yu-Qin Wang Zhi-Meng Lu,Department of Clinical virology,Rui-Jin Hospital,Shanghai Second Medical University 200025,Shanghai,China 《World Journal of Gastroenterology》 SCIE CAS CSCD 2002年第2期276-281,共6页
AIM: To establish a convenient immunoassay method based on recombinant antigen preS1(21-119aa) to detect anti-preS1 antibodies and evaluate the clinical significance of antibodies in hepatitis B. METHODS: The expressi... AIM: To establish a convenient immunoassay method based on recombinant antigen preS1(21-119aa) to detect anti-preS1 antibodies and evaluate the clinical significance of antibodies in hepatitis B. METHODS: The expression plasmid pET-28a-preS1 was constructed, and a large quantity of preS1(21-119aa) fragment of the large HBsAg protein was obtained. The preS1 fragment purified by Ni(2+)-IDA affinity chromatography was used as coated antigen to establish the indirect ELISA based on streptavidin-biotin system for detection of the anti-preS1 antibodies in sera from HBV-infected patients. For follow-up study, serial sera were collected during the clinical course of 21 HBV-infected patients and anti-preS1 antibodies, preS1 antigen, HBV-DNA and other serological HBV markers were analyzed. RESULTS: preS1(21-119aa) fragment was highly expressed from the plasmid pET-28a-preS1 in a soluble form in E.Coli (30mg.L(-1)), and easily purified to high purity over 90% by one step of Ni(2+)-IDA-sepharose 6B affinity chromatography. The purity and antigenicity of the purified preS1(21-119aa) protein was determined by 150g.L(-1) SDS-PAGE, Western blot and a direct ELISA. Recombinant preS1(21-119aa) protein was successfully applied in the immunoassay which could sensitively detect the anti-preS1 antibodies in serum specimens of acute or chronic hepatitis B patients. Results showed that more than half of 19 acute hepatitis B patients produced anti-preS1 antibodies during recovery of the disease, however, the response was only found in a few of chronic patients. In the clinical follow-up study of 11 patients with anti-preS1 positive serological profile, HBsAg and HBV-DNA clearance occurred in 6 of 10 acute hepatitis B patients in 5-6 months, and seroconversion of HBeAg and disappearance of HBV-DNA occurred in 1 chronic patients treated with lavumidine, a antiviral agent. CONCLUSION: The high-purity preS1(21-119aa) coated antigen was successfully prepared by gene expression and affinity chromatography. Using this antigen, a conveniently detective system of anti-preS1 antibodies in sera was established. Preliminarily clinical trial the occurrence of anti-preS1 antibodies in acute hepatitis B patients suggests the clearance of HBV from serum in a short-term time, and anti-preS1 positive in chronic patients means health improvement or recovery from the disease. 展开更多
关键词 Amino Acid Sequence ANTIBODIES Base Sequence genetic vectors Hepatitis B Hepatitis B Surface Antigens Humans IMMUNOASSAY Molecular Sequence Data Peptide Fragments Protein Precursors Recombinant Fusion Proteins Research Support Non-U.S. Gov't Viral Envelope Proteins
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The involvement of p38 MAPK in transforming growth factor β1-induced apoptosis in murine hepatocytes 被引量:15
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作者 LiaoJH ChenJS 《Cell Research》 SCIE CAS CSCD 2001年第2期89-94,共6页
We reported in this manuscript that TGF-beta1 induces apoptosis in AML12 murine hepatocytes, which is associated with the activation of p38 MAPK signaling pathway. SB202190, a specific inhibitor of p38 MAPK, strongly ... We reported in this manuscript that TGF-beta1 induces apoptosis in AML12 murine hepatocytes, which is associated with the activation of p38 MAPK signaling pathway. SB202190, a specific inhibitor of p38 MAPK, strongly inhibited the TGF-beta1-induced apoptosis and PAI-1 promoter activity. Treatment of cells with TGF-beta1 activates p38. Furthermore, over-expression of dominant negative mutant p38 also reduced the TGF-beta1-induced apoptosis. The data indicate that the activation of p38 is involved in TGF-beta1-mediated gene expression and apoptosis. 展开更多
关键词 Animals Apoptosis Cells Cultured DNA Fragmentation Enzyme Inhibitors Gene Expression Regulation Enzymologic Genes Reporter genetic vectors HEPATOCYTES IMIDAZOLES MAP Kinase Signaling System Mice Mitogen-Activated Protein Kinases Mutation Phosphorylation Plasminogen Activator Inhibitor 1 PYRIDINES Research Support Non-U.S. Gov't TRANSFECTION Transforming Growth Factor beta p38 Mitogen-Activated Protein Kinases
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Killing effect of TNF-related apoptosis inducing ligand regulated by tetracycline on gastric cancer cell line NCI-N87 被引量:11
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作者 Xiao-Chao Wei Xin-Juan Wang Kai-Chen Lei Zhang Yu Liang Xin-Li Lin Department of Biochemistry and Molecular Biology,Peking University Health Science Center,Beijing 100083,ChinaProtein Studies,Oklahoma Medical Research Foundation,Oklahoma City,OK 73104,USA 《World Journal of Gastroenterology》 SCIE CAS CSCD 2001年第4期559-562,共4页
AIM: To clone the cDNA fragment of human TRAIL (TNF-related apoptosis inducing ligand) into a tetracycline-regulated gene expression system, the RevTet-On system, transduce expression vectors into a gastric carcinoma ... AIM: To clone the cDNA fragment of human TRAIL (TNF-related apoptosis inducing ligand) into a tetracycline-regulated gene expression system, the RevTet-On system, transduce expression vectors into a gastric carcinoma cell line-NCI-N87 and examine the effects of controlled expression of TRAIL in vitro on the gastric carcinoma cells. METHODS: The full-length cDNA of TRAIL was inserted into a vector under the control of the tetracycline-responsive element (TRE) to obtain the plasmid pRevTRE-TRAIL, which was transfected into a packaging cell line PT67. In addition, vector pRev-Tet On and pRevTRE were also transfected into PT67 separately. After hygromycin and G418 selection, the viral titer was determined. The medium containing retroviral vectors was collected and used to transduce a gastric carcinoma cell line NCI-N87. The resulting cell line NCI-N87-Tet On TRE-TRAIL and a control cell line, NCI-N87 Tet On-TRE, were established. TRAIL expression in the cell line was induced by incubating cells with doxycycline (Dox), which is a tetracycline analogue. The killing effect on gastric carcinoma cells was analyzed after induction. RESULTS: The recombinant plasmid pRev-TRE-TRAIL was constructed. After hygromycin or G418 selection, the producer cell lines PT67-TRE, PT67-TRE-TRAIL and PT67-Tet On were obtained,with titers of about 10(8)CFU.L(-1). By transducing NCI-N87 cells with retroviral vectors from these cell lines, stable cell lines NCI-N87-Tet-On TRE-TRAIL (NN3T) and control cell line NCI-N87-Tet-On-TRE (NN2T) were established. The growth curves of the selected cell lines were the same with the wild type NCI-N87. When Dox was added, cell death was obvious in the test groups (29%-77%), whereas no difference was observed in control and wild type cell lines. With the addition of a medium from the test group, human leukemia cell line Jurkat was activated till death (83%), indicating the secretion of active TRAIL proteins from the test cells to the medium. CONCLUSION: With the use of the RevTet-On system, a regulated expression system for TRAIL was constructed. Using this system, the selected killing effect of TRAIL on gastric carcinoma cell line NCI-N87 could be observed. 展开更多
关键词 Stomach Neoplasms 3T3 Cells Animals Anti-Bacterial Agents APOPTOSIS Apoptosis Regulatory Proteins DOXYCYCLINE Gene Expression Regulation Neoplastic genetic vectors Humans Jurkat Cells Membrane Glycoproteins Mice Research Support Non-U.S. Gov't RETROVIRIDAE Transfection Tumor Necrosis Factor-alpha
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Overexpression of heme oxygenase-1 protects smooth muscle cells against oxidative injury and inhibits cell proliferation 被引量:17
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作者 MIN ZHANG, BAO HuI ZHANG, LI CHEN, WEI AN1 Institute of Sports Medicine, The Third Hospital, Peking University, Beijing 100083, China 2Department of Cell Biology, Capital University of Medical Sciences, Beijing 100054, China 《Cell Research》 SCIE CAS CSCD 2002年第2期123-132,共10页
To investigate whether the expression of exogenous heme oxygenase-1 (HO-1) gene within vascular smooth muscle cells (VSMC) could protect the cells from free radical attack and inhibit cell proliferation, we establishe... To investigate whether the expression of exogenous heme oxygenase-1 (HO-1) gene within vascular smooth muscle cells (VSMC) could protect the cells from free radical attack and inhibit cell proliferation, we established an in vitro transfection of human HO-1 gene into rat VSMC mediated by a retroviral vector. The results showed that the profound expression of HO-1 protein as well as HO activity was 1.8- and 2.0-fold increased respectively in the transfected cells compared to the non-transfected ones. The treatment of VSMC with different concentrations of H2O2 led to the remarkable cell damage as indicated by survival rate and LDH leakage. However, the resistance of the HO-1 transfected VSMC against H2O2 was significantly raised. This protective effect was dramatically diminished when the transfected VSMC were pretreated with ZnPP-IX, a specific inhibitor of HO, for 24 h. In addition, we found that the growth potential of the transfected cells was significantly inhibited directly by increased activity of HO-1, and this effect might be related to decreased phosphorylation of MAPK. These results suggest that the overexpression of introduced hHO-1 is potentially able to reduce the risk factors of atherosclerosis, partially due to its cellular protection against oxidative injury and to its inhibitory effect on cellular proliferation. 展开更多
关键词 Animals Blotting Northern Blotting Southern Blotting Western Cell Division Cell Survival Cells Cultured Cyclic GMP Dose-Response Relationship Drug Flow Cytometry Free Radicals genetic vectors Heme Oxygenase (Decyclizing) Heme Oxygenase-1 Humans Hydrogen Peroxide MAP Kinase Signaling System Male Membrane Proteins Muscle Smooth Myocytes Smooth Muscle OXIDANTS Oxidative Stress Oxygen Phosphorylation RATS Rats Sprague-Dawley Research Support Non-U.S. Gov't RETROVIRIDAE Time Factors Transfection
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Adenovirus-mediated expression of pig α(1,3) galactosyltransferase reconstructs Gal α(1,3) Gal epitope on the surface of human tumor cells 被引量:3
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作者 XingL XiaGH 《Cell Research》 SCIE CAS CSCD 2001年第2期116-124,共9页
Gal alpha(1, 3) Gal (gal epitope) is a carbohydrate epitope and synthesized in large amount by alpha(1, 3) galactosyltransferase [alpha(1, 3) GT] enzyme on the cells of lower mammalian animals such as pigs and mice. H... Gal alpha(1, 3) Gal (gal epitope) is a carbohydrate epitope and synthesized in large amount by alpha(1, 3) galactosyltransferase [alpha(1, 3) GT] enzyme on the cells of lower mammalian animals such as pigs and mice. Human has no gal epitope due to the inactivation of alpha(1, 3) GT gene but produces a large amount of antibodies (anti-Gal) which recognize Gal alpha(1, 3) Gal structures specifically. In this study, a replication-deficient recombinant adenoviral vector Ad5sGT containing pig alpha(1, 3) GT cDNA was constructed and characterized. Adenoviral vector-mediated transfer of pig alpha(1, 3) GT gene into human tumor cells such as malignant melanoma A375, stomach cancer SGC-7901, and lung cancer SPC-A-1 was reported for the first time. Results showed that Gal epitope did not increase the sensitivity of human tumor cells to human complement-mediated lysis, although human complement activation and the binding of human IgG and IgM natural antibodies to human tumor cells were enhanced significantly after Ad5sGT transduction. Appearance of gal epitope on the human tumor cells changed the expression of cell surface carbohydrates reacting with Ulex europaeus I (UEA I) lectins, Vicia villosa agglutinin (VVA), Arachis hypogaea agglutinin (PNA), and Glycine max agglutinin (SBA) to different degrees. In addition, no effect of gal epitope on the growth in vitro of human tumor cells was observed in MTT assay. 展开更多
关键词 ADENOVIRIDAE Animals Blood Proteins Cell Division DISACCHARIDES Epitopes Galactosyltransferases Gene Expression Regulation Neoplastic genetic vectors Humans Membrane Glycoproteins Research Support Non-U.S. Gov't Swine Time Factors Transduction genetic Tumor Cells Cultured
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Gene therapy for liver regeneration:Experimental studies and prospects for clinical trials 被引量:3
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作者 Hussein M Atta 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第32期4019-4030,共12页
The liver is an exceptional organ,not only because of its unique anatomical and physiological characteristics,but also because of its unlimited regenerative capacity.Unfolding of the molecular mechanisms that govern l... The liver is an exceptional organ,not only because of its unique anatomical and physiological characteristics,but also because of its unlimited regenerative capacity.Unfolding of the molecular mechanisms that govern liver regeneration has allowed researchers to exploit them to augment liver regeneration.Dramatic progress in the field,however,was made by the introduction of the powerful tool of gene therapy.Transfer of genetic materials,such as hepatocyte growth factor,using both viral and non-viral vectors has proved to be successful in augmenting liver regeneration in various animal models.For future clinical studies,ongoing research aims at eliminating toxicity of viral vectors and increasing transduction efficiency of non-viral vectors,which are the main drawbacks of these systems.Another goal of current research is to develop gene therapy that targets specific liver cells using receptors that are unique to and highly expressed by different liver cell types.The outcome of such investigations will,undoubtedly,pave the way for future successful clinical trials. 展开更多
关键词 Liver regeneration Gene therapy genetic vectors Growth factors
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Construction, Expression and Identification of a Recombinant BCG Vaccine Encoding Human Mycobacterium Tuberculosis Heat Shock Protein 65 被引量:3
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作者 戴五星 梁靓 +4 位作者 高红 黄海浪 陈智浩 程继忠 皇甫永穆 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2004年第2期107-111,123,共6页
Heat shock protein 65 (HSP65) is one of the most important protective immunogens against the tuberculosis infection. The signal sequence of antigen 85B and the whole HSP65 DNA sequence of human Mycobacterium tuberculo... Heat shock protein 65 (HSP65) is one of the most important protective immunogens against the tuberculosis infection. The signal sequence of antigen 85B and the whole HSP65 DNA sequence of human Mycobacterium tuberculosis (M. tuberculosis) were amplified from BCG genome and plasmid pCMV-MTHSP65 respectively by polymerase chain reactions (PCR). These two sequences were cloned into the plasmid pBCG-2100 under the control of the promoter of heat shock protein 70 (HSP70) from human M. tuberculosis, yielding the prokaryotic shuttle expression plasmid pBCG-SP-HSP65. Results of restriction endonuclease analysis, PCR detection and DNA sequencing analysis showed that the two cloned DNA sequences were consistent with those previously reported, and the direction of their inserting into the recombinant was correct and the reading frame had been maintained. The recombinants were electroporated into BCG to construct the recombinant BCG vaccine and induced by heating. The induced expression detected by SDS-PAGE showed that the content of 65 kD protein expressed in recombinant BCG was 35.69 % in total bacterial protein and 74.09 % in the cell lysate supernatants, suggesting that the recombinant HSP65 gene could express in BCG with high efficiency and the expressed proteins were mainly soluble. Western-blot showed that the secretive recombinant proteins could specifically combine with antibody against M. tuberculosis HSP65, indicating that the recombinant proteins possess the biological activity of HSP65. 展开更多
关键词 heat shock proteins Mycobacterium tuberculosis BCG vaccine gene expression genetic vectors
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Construction of recombinant eukaryotic expression plasmid containing murine CD40 ligand gene and its expression in H22 cells 被引量:2
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作者 Yong-FangJiang YanHe Guo-ZhongGong JunChen Chun-YanYang YunXu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第2期182-186,共5页
AIM: To construct a recombinant murine CD40 ligand (mCD40L) eukaryotic expression vector for gene therapy and target therapy of hepatocellular carcinoma (HCC).METHODS: mCD40L cDNA was synthesized by RT-PCR with the sp... AIM: To construct a recombinant murine CD40 ligand (mCD40L) eukaryotic expression vector for gene therapy and target therapy of hepatocellular carcinoma (HCC).METHODS: mCD40L cDNA was synthesized by RT-PCR with the specific primers and directly cloned into T vector to generate middle recombinant. After digestion with restriction endonuclease, the target fragment was subcloned into the multi-clone sites of the eukaryotic vector. The constructed vector was verified by enzyme digestion and sequencing,and the product expressed was detected by RT-PCR and immunofluorescence methods.RESULTS: The full-length mCD40L-cDNA was successfully cloned into the eukaryotic vector through electrophoresis,and mCD40L gene was integrated into the genome of infected H22 cells by RT-PCR. Murine CD40L antigen molecule was observed in the plasma of mCD40L-H22 by indirect immuno-fluorescence staining.CONCLUSION: The recombined mCD40L eukaryotic expression vector can be expressed in H22 cell line. It providesexperimental data for gene therapy and target therapy ofhepatocellular carcinoma. 展开更多
关键词 Hepatocellular carcinoma Murine CD40 ligand Plasmids genetic vectors
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The expression and antigenicity identification of recombinant rat TGF-β1 in bacteria 被引量:1
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作者 GaoCF KongXT 《Cell Research》 SCIE CAS CSCD 2001年第2期95-100,共6页
In order to study structure-function details of TGF-beta1, the recombinant mature form of rat TGF-beta1 was expressed in bacteria. Synthesis of the 112 amino-acid carboxyl-terminal part of TGF-beta1 (amino acid 279-39... In order to study structure-function details of TGF-beta1, the recombinant mature form of rat TGF-beta1 was expressed in bacteria. Synthesis of the 112 amino-acid carboxyl-terminal part of TGF-beta1 (amino acid 279-390) was controlled by an inducible gene expression system based on bacteriophage T7 RNA polymerase. This system allowed an active and selective synthesis of recombinant TGF-beta1. The molecular weight of expressed TGF-alpha1 monomer determined on SDS-polyacrylamide gel under reducing conditions was about 13 kD. Serial detergent washes combined with a single gel-filtration purification step were sufficient to purify the expression product to homogeneity. Amino-terminal sequencing revealed that the N-terminal of the recombinant protein was identical to the published data. In Western blot analysis the recombinant polypeptide showed excellent antigenicity against polyclonal TGF-beta1 antibody. The mature recombinant rat TGF-beta1 expressed in this study provides a useful tool for future detailed structural and functional studies. 展开更多
关键词 Amino Acid Sequence Animals Base Sequence EPITOPES Escherichia coli Gene Expression Regulation Bacterial genetic vectors Molecular Sequence Data Plasmids Protein Structure Tertiary Rats Recombinant Proteins Research Support Non-U.S. Gov't Transformation genetic Transforming Growth Factor beta
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Combined forecast method of HMM and LS-SVM about electronic equipment state based on MAGA 被引量:1
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作者 Jianzhong Zhao Jianqiu Deng +1 位作者 Wen Ye Xiaofeng Lü 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第3期730-738,共9页
For the deficiency that the traditional single forecast methods could not forecast electronic equipment states, a combined forecast method based on the hidden Markov model(HMM) and least square support vector machin... For the deficiency that the traditional single forecast methods could not forecast electronic equipment states, a combined forecast method based on the hidden Markov model(HMM) and least square support vector machine(LS-SVM) is presented. The multi-agent genetic algorithm(MAGA) is used to estimate parameters of HMM to overcome the problem that the Baum-Welch algorithm is easy to fall into local optimal solution. The state condition probability is introduced into the HMM modeling process to reduce the effect of uncertain factors. MAGA is used to estimate parameters of LS-SVM. Moreover, pruning algorithms are used to estimate parameters to get the sparse approximation of LS-SVM so as to increase the ranging performance. On the basis of these, the combined forecast model of electronic equipment states is established. The example results show the superiority of the combined forecast model in terms of forecast precision,calculation speed and stability. 展开更多
关键词 parameter estimation hidden Markov model(HMM) least square support vector machine(LS-SVM) multi-agent genetic algorithm(MAGA) state forecast
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Gene-viral vectors: a promising way to target tumor cells and express anticancer genes simultaneously
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作者 钱其军 岑信棠 +5 位作者 车小燕 徐建国 薛惠斌 崔贞福 朱斌 吴孟超 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第8期1213-1217,154-155,共5页
OBJECTIVE: To develop a new kind of vector system called gene-viral vector, which combines the advantages of gene and virus therapies. METHODS: Using recombinant technology, an anti-tumor gene was inserted into the ge... OBJECTIVE: To develop a new kind of vector system called gene-viral vector, which combines the advantages of gene and virus therapies. METHODS: Using recombinant technology, an anti-tumor gene was inserted into the genome of replicative virus specific for tumor cells. The cell killing effect, reporter gene expression of the green fluorescence protein, anti-tumor gene expression of mouse interleukin-12 (mIL-12) and replication of virus were observed by the methods of cell pathology, fluorescence microscopy, ELISA and electron microscopy, respectively. RESULTS: A new kind of gene-viral vector system of adenovirus, in which the E1b-55 kD gene was deleted but the E1a gene was preserved, was constructed. The vector system, like the replicative virus ONYX-015, replicated and proliferated in tumor cells but not in normal ones. Our vector had an advantage over ONYX-015 in that it carried different kinds of anti-tumor genes to enhance its therapeutic effect. The reporter gene expression of the green fluorescence protein in tumor cells was much better than the adenovirus vector employed in conventional gene the rapy, and the expression in our vector system was as low as or even less than that in the conventional adenovirus gene therapy system. Similar results were observed in experiments with this vector system carrying the anti-tumor gene mIL-12. Replication and proliferation of the virus carrying the mIL-12 gene in tumor cells were confirmed by electron microscopy. CONCLUSIONS: Gene-viral vectors are new vectors with an anti-tumor gene inserted into the genome of replicative virus specific for tumor cells. Because of the specific replication and proliferation of the virus in tumor cells, expression of the anti-tumor gene is increased hundreds to thousands of times. This approach takes full advantages of gene therapy and virus therapy to enhance the effect on the tumor. It overcomes the disadvantages of conventional gene therapy, such as low transfer rate, low gene expression, lack of target tropism, and low anti-tumor activity. We believe that this is a promising means for future tumor treatment. 展开更多
关键词 ADENOVIRIDAE Adenovirus E1A Proteins Adenovirus E1B Proteins Gene Therapy genetic vectors Humans INTERLEUKIN-12 Neoplasms Recombination genetic Research Support Non-U.S. Gov't Tumor Cells Cultured Virus Replication
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Tumor cell-specific gene transfer with retroviral vectors displaying single-chain antibody
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作者 汤宇澄 李煜 钱关祥 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第7期1064-1069,153,共6页
OBJECTIVE: To specifically deliver the therapeutic gene to cancer cells and construct target retroviral vectors by inserting the single-chain variable antibody fragment into the retroviral envelope. METHODS: Single-ch... OBJECTIVE: To specifically deliver the therapeutic gene to cancer cells and construct target retroviral vectors by inserting the single-chain variable antibody fragment into the retroviral envelope. METHODS: Single-chain antibody expression vector pET -20bScfv was constructed. Binding activity of the genetically engineered single-chain variable antibody fragment was verified by enzyme-linked immunosorbent assay (ELISA) and Western blot. At the same time, by means of polymerase chain reaction (PCR)-directed mutagenesis, the appropriate cloning site EcoT22/Sal was generated at the N-terminus of receptor-binding SU domain in the MoMLV env polypeptide. Then the single- chain antibody gene, encoding a functional antibody, was inserted into the cloning site. The Scfv-env fusion gene fragment was subcloned into CMV expression vector. The Lac-Z retrovirus that co-displayed the Scfv-env chimeric protein and wild-type env protein was produced by transfection of Psi 2 cells with retroviral plasmid and the fusion gene expressing plasmid.To confirm the specificity of the recombinant retrovirus, infection assays and competitive inhibition assays were performed. RESULTS: The results of ELISA and Western blot showed that the genetically engineered single-chain variable antibody fragment could bind to the SHG44 cells surface membrane antigen. Virus-binding assay, viral infection and competitive inhibition assays confirmed that the harvested virus efficiently bound to and infected SHG44 cancer cells expressing the relative membrane antigen specially via the recognition of the target antigen. CONCLUSION: These results imply that insertion of Scfv into the retroviral envelope can specifically deliver the interested gene into specific antigen-producing cancer cells. 展开更多
关键词 Gene Therapy Gene Transfer Techniques genetic vectors Hela Cells Humans Immunoglobulin Fragments NEOPLASMS Research Support Non-U.S. Gov't RETROVIRIDAE
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Expression of recombinant adeno-associated virus in the brain of rats with a focal embolic stroke via carotid artery 被引量:1
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作者 韩宗超 张苏明 +4 位作者 李宏伟 阮旭中 肖萧 王涛 汪道文 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第8期1170-1174,149-150,共5页
OBJECTIVE: To study whether recombinant adeno-associated virus (rAAV) mediated foreign gene, LacZ, could pass the blood brain barrier by intra-carotid artery delivery and express in vivo in ischemic brain of the foc... OBJECTIVE: To study whether recombinant adeno-associated virus (rAAV) mediated foreign gene, LacZ, could pass the blood brain barrier by intra-carotid artery delivery and express in vivo in ischemic brain of the focal embolic stroke rats to investigate a possibility of delivering foreign gene through carotid artery to treat acute ischemic stroke. METHODS: The carotid artery territory in 41 rats was embolized with or without arterial-like fibrin rich clots to make a model of focal embolic stroke rat. rAAV containing LacZ gene (rAAV-LacZ) was constructed in 293 cells by calcium phosphate cotransfection. The rats were assigned to one of the following treatments: 1 control (without embolism) groups, including PBS treated (n = 6), pLacZ treated (n = 6 ) and rAAV-LacZ treated (n = 6): 2 embolic groups, including embolism + PBS (n =7),embolism + pLacZ (n = 8) and embolism + rAAV-LacZ (n = 8). Brains were cryosectioned and kappa-Gal stain was performed at 2, 4, and 8 weeks, respectively, after transfection, and then infarct volume was measured and the percentage of LacZ staining-positive cells was calculated. RESULTS: In all the control groups and embolism + PBS treated animal, no kappa-Gal staining-positive cells were found, but in embolism + pLacZ (n = 8) and embolism+rAAV-LacZ groups a lot of kappa-Gal staining-positive cells were found. The expression cells were in the tissues around the infarction. The gene expression persisted only nearly four weeks in embolic group with pLacZ. In the embolic group with rAAV-LacZ the expression was very stable during the experiment course (eight weeks) and the percentage of the expressed cells was significantly higher than that of its contralateral areas at the same time points, respectively. CONCLUSIONS: The plasmid vector and rAAV could enter the brain through the ischemia-damaged blood barrier and foreign gene can be expressed in brain. The positive gene expression is mainly in the peripheral areas of the infarction. rAAV as a permanent expression vector may ultimately be used for gene therapy of human ischemia cerebravascular diseases. 展开更多
关键词 Gene Therapy Animals Blood-Brain Barrier BRAIN Carotid Arteries Cerebrovascular Accident DEPENDOVIRUS genetic vectors Intracranial Embolism Male RATS Rats Sprague-Dawley Research Support Non-U.S. Gov't
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Comparative study of catheter-mediated gene transfer into heart
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作者 李建军 李庚山 +5 位作者 黄从新 江洪 唐基柱 许家俐 夏豪 王晶 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第4期612-613,共2页
OBJECTIVE: To investigate the feasibility and features of 3 catheter-mediated approaches of gene transfer into heart, including direct myocardial injection (DMI), coronary artery perfusion (CAP), and intrapericardial ... OBJECTIVE: To investigate the feasibility and features of 3 catheter-mediated approaches of gene transfer into heart, including direct myocardial injection (DMI), coronary artery perfusion (CAP), and intrapericardial cavity injection (ICI). METHODS: Fifteen dogs were used, and 0.3 ml (1 x 10(9) pfu) of an adenovirus (Adex1SR LacZ) was injected into the heart by 3 methods. The dogs were killed 5 days following injection, and gene expressions in heart and liver were evaluated by histochemical analysis. RESULTS: The results showed that (1) the CAP method was relatively less damaging and induced sparse LacZ expression in the myocardium, and the gene expression was also found in both vessels within the myocardium and liver; (2) gene transfer by DMI resulted in intense LacZ expression around the injection accompanied by a local inflammatory response; (3) LacZ expression elicited by ICI was detected in either the inner surface of the parietal pericardium or epicardial surface of the heart, and also in the myocardium underlying the visceral pericardium. CONCLUSION: Three catheter-mediated methods of gene transfer into the heart may be used and a reasonable approach should be chosen according to purpose. 展开更多
关键词 Gene Transfer Techniques ADENOVIRIDAE Animals Comparative Study Dogs Female Gene Expression genetic vectors Heart Catheterization Inflammation INJECTIONS Lac Operon Liver Male MYOCARDIUM Research Support Non-U.S. Gov't
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Adenoviral mediated suicide gene transfer in the treatment of pancreatic cancer
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作者 潘雪 李兆申 +4 位作者 许国铭 崔龙 张素贞 龚燕芳 屠振兴 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第8期1205-1208,153,共4页
OBJECTIVE: To determine the efficacy of adenovirus mediated suicide gene transduction combined with prodrug 5-fluorocytosine (5FC) as a therapeutic protocol for pancreatic cancer. METHODS: Cytosine Deaminase(CD) gene... OBJECTIVE: To determine the efficacy of adenovirus mediated suicide gene transduction combined with prodrug 5-fluorocytosine (5FC) as a therapeutic protocol for pancreatic cancer. METHODS: Cytosine Deaminase(CD) gene was cloned into pAdTrack-CMV-CD, pAdTrack-CMV-CD and pAdEasy-1 were recombined in bacteria. The newly recombined adenovirus (Ad)-CD containing green fluorescent protein (GFP) were packaged and propagated in 293 cells and purified by cesium chloride gradient centrifugation. Human pancreatic carcinoma cell line-Patu8988 was infected with this virus, then 5FC was added. XTT assay was used to estimate relative numbers of viable cells. In vivo model of pancreatic cancer was established by injecting 1.0 x 10(7) Patu8988 cells subcutaneously in Balb/c nude mice. When tumors were palpable, Ad-CD was injected into each tumor and 5FC was administered. RESULTS: Positive clones were selected using endonuclease to digest the recombinants and the concentration of viral liquids containing the CD gene was 2 x 10(11) pfu /ml. Significant cytotoxic activity as shown for 5FC in the CD gene transduced 8988 cell line, while little effect was found in the nontransduced pancreatic carcinoma cells. Antitumor effect was observed in Patu8988 xenograft nude mice with in situ CD gene transduction. CONCLUSIONS: CD gene mediated by adenovirus has high infectivity and may be useful for gene therapy in pancreatic carcinoma. These data demonstrate the use of an enzyme prodrug strategy in experimental pancreatic cancer. 展开更多
关键词 Gene Therapy ADENOVIRIDAE Animals Cytosine Deaminase Gene Transfer Techniques genetic vectors Humans MICE Mice Inbred BALB C Nucleoside Deaminases Pancreatic Neoplasms Research Support Non-U.S. Gov't
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Efficacy and safety of therapeutic angiogenesis from direct myocardial administration of an adenoviral vector expressing vascular endothelial growth factor 165
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作者 张端珍 盖鲁粤 +2 位作者 范瑞云 董蔚 文应峰 《Chinese Medical Journal》 SCIE CAS CSCD 2002年第5期643-648,145,共6页
OBJECTIVE: To investigate whether direct administration of adenoviral vectors (Ad) containing the complementary deoxyribonucleic acid (cDNA) of vascular endothelial growth factor 165 (Ad-VEGF165) induces porcine coron... OBJECTIVE: To investigate whether direct administration of adenoviral vectors (Ad) containing the complementary deoxyribonucleic acid (cDNA) of vascular endothelial growth factor 165 (Ad-VEGF165) induces porcine coronary collateral vessel formation, improves regional myocardial perfusion and function and is safe. METHODS: Three weeks after miniature swine underwent left thoracotomy and placement of an Ameroid constrictor on the left circumflex coronary artery (LCX), Ad-VEGF165 (n = 6) or the control, Ad expressing beta-galactosidase cDNA (Ad-Gal, n = 6), was directly administered into the ischemic myocardium in the circumflex distribution. All animals were sacrificed 4 wk after the second surgery. Myocardial perfusion and function were assessed by electrocardiogram-gated single photon emission computed tomography (GSPECT) imaging. Ex vivo coronary angiography was performed to examine collateral vessels. Toxicity was assessed by blood analyses on the day just before (day 0) and on day 1, 3, 7, 28 after vector delivery and by vascular, myocardial and liver histology after sacrifice. RESULTS: GSPECT imaging 4 wk after administration of Ad-VEGF165 demonstrated significant reduction in ischemic area (P 展开更多
关键词 ADENOVIRIDAE Animals Collateral Circulation Coronary Angiography Coronary Vessels DNA Complementary Electrocardiography Endothelial Growth Factors Female Gene Therapy Gene Transfer Techniques genetic vectors LYMPHOKINES Male Myocardial Ischemia Neovascularization Physiologic SWINE Swine Miniature Tomography Emission-Computed Single-Photon Treatment Outcome Vascular Endothelial Growth Factor A Vascular Endothelial Growth Factors
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