1.Knowledge discovery based on artificial neural network data mining in population pharmacokinetics
Hai-Yan WANG ; Lu-Yi ZHOU ; Si-Bo LU ; Li YANG ; Jin-Yuan HUANG ; Cheng-Yu LU
The Chinese Journal of Clinical Pharmacology 2018;34(20):2449-2451
Objective Artificial neural networks ( ANN) is an integral part of artificial intelligence.In this paper, the architecture of artificial neural networks in population pharmacokinetics is discussed and summa -rized according to the data mining techniques of medical information . Methods The data samples of population pharmacokinetics in network databases are collected by data mining , and a large sample population pharmacokinetics ( PPK) database is generated by simulation , and an artificial neural network PPK model based on SPSS system is established . Results The simulated large sample PPK data have the same statistical characteristics as those reported in the literature.The ANN model is sim-ple and the analysis accuracy is better. Conclusion ANN analysis model can be reconstructed by PKK data mining and simulation .
2.Triptolide inhibits proliferation and induces apoptosis of imatinib resistant K562/G01 cells.
Si-Qun WEN ; Liang-Ming MA ; Yu-Jin LU ; Bo BAI
Journal of Experimental Hematology 2013;21(5):1148-1152
This study was aimed to explore the inhibitory effect of triptolide on proliferation and inducing apoptosis effect of K562/G01 cells and their possible mechanism. MTT assay was used to detect the effect of imatinib or triptolide alone and their combination on K562/G01 proliferation; the cell cycle, apoptosis rate, P-gp protein expression were detected by flow cytometry (FCM); the expression of P-gp was assessed by Western blot; the BCR/ABL gene expression was assayed by real time quantitative PCR. The results showed that triptolide could enhance the effect of imatinib on proliferation inhibition and apoptosis of K562/G01, arrested the cell cycle in G1 phase, down-regulated the expression of BCR/ABL gene and P-gp protein. It is concluded that triptolide induces K562/G01 cell proliferation inhibition and apoptosis, the mechanism may be related to cell cycle arrest, decrease of P-gp protein expression, inhibition of BCR/ABL gene expression.
ATP Binding Cassette Transporter, Sub-Family B
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ATP-Binding Cassette, Sub-Family B, Member 1
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genetics
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Apoptosis
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drug effects
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Benzamides
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pharmacology
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Cell Cycle Checkpoints
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Cell Proliferation
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drug effects
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Diterpenes
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pharmacology
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Drug Resistance, Neoplasm
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Epoxy Compounds
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pharmacology
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Fusion Proteins, bcr-abl
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genetics
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Humans
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Imatinib Mesylate
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K562 Cells
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Phenanthrenes
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pharmacology
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Piperazines
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pharmacology
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Pyrimidines
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pharmacology
3.Pneumoscrotum induced by spontaneous colon perforation: a case report and review of the literature.
Bo YANG ; Si-xiong JIANG ; Zhi-lu FAN
National Journal of Andrology 2007;13(8):744-745
One case of pneumoscrotum associated with spontaneous colon perforation was reported. The patient was a 66-year-old man, presented with high temperature, mild abdominal pain and an enlarged scrotum. Physical examination revealed scrotal swelling, abdominal tenderness Case Report and muscular defense. Computed tomography (CT) of the abdomen showed swelling and pneumatosis of the left major psoas and iliopsoas muscles, and ultrasound found subcutaneous emphysema of the scrotum. Surgical investigation discovered a retroperitoneal perforation in the descending colon connected with a huge retroperitoneal vomica and scrotal sac. Spontaneous colon perforation induced pneumoscrotum is rare clinically. It may present as colon perforation, which calls for special attention.
Aged
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Colonic Diseases
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complications
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Genital Diseases, Male
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etiology
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Humans
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Intestinal Perforation
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complications
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Male
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Scrotum
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Subcutaneous Emphysema
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etiology
4.Fetal/maternal multi-parameter monitor.
Yao-sheng LU ; Hui-jin WANG ; Guang-chang LIU ; Si-hua WANG ; Jing-bo RONG ; Ge LIANG ; Jun-feng PAN
Chinese Journal of Medical Instrumentation 2002;26(2):100-102
A fetal/maternal multi-parameter monitor is introduced here in the paper. It can monitor the vital signs of a fetus and his/her mother in a same screen synchronously. It is more useful in obstetric clinics. Its other functions include management of patient file, computer-assistant analyses.
Adult
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Automatic Data Processing
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instrumentation
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Electrocardiography, Ambulatory
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instrumentation
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Equipment Design
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Female
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Fetal Monitoring
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instrumentation
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Heart Rate, Fetal
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Humans
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Microcomputers
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Monitoring, Ambulatory
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instrumentation
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Pregnancy
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Signal Processing, Computer-Assisted
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Software
5.Favorable prognosis of female patients with nasopharyngeal carcinoma.
Xing LU ; Fei-Li WANG ; Xiang GUO ; Lin WANG ; Hai-Bo ZHANG ; Wei-Xiong XIA ; Si-Wei LI ; Ning-Wei LI ; Chao-Nan QIAN ; Yan-Qun XIANG
Chinese Journal of Cancer 2013;32(5):283-288
The female sex is traditionally considered a favorable prognostic factor for nasopharyngeal carcinoma (NPC). However, no particular study has reported this phenomenon. To explore the prognostic impact of gender on patients with NPC after definitive radiotherapy, we reviewed the clinical data of 2063 consecutive patients treated between 1st January 2000 and 31st December 2003 in the Sun Yat-sen University Cancer Center. The median follow-up for the whole series was 81 months. The female and male patients with early stage disease comprised 49.4% and 28.1% of the patient population, respectively. Both the 5-year overall survival (OS) and disease-specific survival (DSS) rates of female patients were significantly higher than those of male patients (OS: 79% vs. 69%, P < 0.001; DSS: 81% vs. 70%, P < 0.001). For patients with locoregionally advanced NPC, the 5-year OS and DSS rates of female vs. male patients were 74% vs. 63% (P < 0.001) and 76% vs. 64%, respectively (P < 0.001). A multivariate analysis showed that gender, age, and TNM stage were independent prognostic factors for the 5-year OS and DSS of NPC patients. The favorable prognosis of female patients is not only attributed to the early diagnosis and treatment but might also be attributed to some intrinsic factors of female patients.
Adolescent
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Adult
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Age Factors
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Aged
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Aged, 80 and over
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Chemotherapy, Adjuvant
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Child
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Female
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Follow-Up Studies
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Humans
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Male
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Middle Aged
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Nasopharyngeal Neoplasms
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diagnosis
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drug therapy
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pathology
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radiotherapy
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Neoplasm Staging
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Prognosis
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Radiotherapy, High-Energy
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Sex Factors
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Survival Rate
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Young Adult
6.Role of miR-21 in rat hepatic oval cell proliferation and activation.
Zhen-Kun CHEN ; Yun-Feng SHAN ; Bin HE ; Yi YANG ; Bo WU ; Xiao-Ke JI ; Si-Lu WANG ; Qi-Yu ZHANG
Chinese Journal of Hepatology 2014;22(11):854-859
OBJECTIVETo investigate the possible mechanisms of miR-21-mediated regulation of proliferation and activation of hepatic oval cells.
METHODSThe 2-acetamidofluorene/partial hepatectomy (2-AAF/PH) method was applied to generate hepatic oval cell activation model in male Sprague-Dawley rats; after the 7 days of 2-AAF/PH or PH alone (control), the rats were sacrificed at 0 h, 6 h, 12 h, 24 h, 72 h and 168 h. Expression of miR-21 was detected by real-time PCR and differences between groups were evaluated using the two-sample t-test. Differential transcription of miR-21 target genes was assessed bioinformatically, and with western blotting to detect changes in protein expression of the target gene.
RESULTSThe rat hepatic oval cell activation model was successfully established.The 2-AAF/PH rats showed miR-21 expression beginning to increase at 12 h, peaking at 24 h, and decreasing thereafter until an increase at 168 h.For the control group, the miR-21 expression began to increase at 6 h, until 24 h when expression began steadily declining to reach the original level.Compared to the control group, the experimental group showed expression of miR-21 that was significantly less at 6 h (P=0.039, t =3.029) and significantly more at 24 h and 168 h (P=0.026, t =-3.433 and P=0.007, t =-5.105). Among the predicted target genes of miR-21 were WW domain containing E3 ubiquitin protein ligase 1 (WWD), Smad family member 7 (Smad7), and polybromo-1 (Pbrm1).Smad7 protein expression began to decrease at 6 h in the control group, until reaching its minimum at 24 h when it increased; in the experimental group, SMAD7 expression increased at 6 h, then began to decrease with the minimum detected at 168 hour.In the control group, the Smad7 mRNA expression decreased slightly at 6 h, then began to increase, reaching its peak at 24 h when the expression fell to the original level. In the experimental group, the Smad7 mRNA expression began to increase at 6 h and reached its peak at 24 h when it decreased; the expression was little more than its original level at 168 h.Smad7 protein expression was negatively correlated with miR-21, and Smad7 mRNA expression was positively correlated with miR-21 but negatively correlated with Smad7 protein expression.
CONCLUSIONmiR-21 may play a vital role in the activation and proliferation of hepatic oval cells.As a target gene of miR-21, Smad7 might be involved in the process.
2-Acetylaminofluorene ; Animals ; Cell Proliferation ; Hepatectomy ; Hepatocytes ; cytology ; Liver ; cytology ; Male ; MicroRNAs ; genetics ; Rats ; Rats, Sprague-Dawley ; Real-Time Polymerase Chain Reaction
7.Low-dose cytarabine and aclarubicin in combination with granulocyte colony-stimulating factor priming in 50 patients with relapsed acute myeloid leukemia.
Bo-Gui ZHU ; Si-Xuan QIAN ; Ming HONG ; Hua LU ; Han-Xin WU ; Su-Jiang ZHANG ; Hong-Xia QIU ; Wei XU ; Jian-Yong LI
Journal of Experimental Hematology 2009;17(3):760-764
To evaluate the efficacy and toxicity of low-dose cytarabine and aclarubicin in combination with granulocyte colony-stimulating factor (G-CSF) protocol for patients with relapsed acute myeloid leukemia (AML). A total of fifty relapsed patients have been enrolled, including 13 early relapsed and 37 late relapsed. 24 patients were male and 26 were female, with age ranging from 15 to 69 (median 47) years. Out of them, 7 patients relapsed after allogeneic peripheral blood stem cell transplantation (allo-PBSCT), 3 patients relapsed after autologous peripheral blood stem cell transplantation (auto-PBSCT), 25 patients relapsed after received regimens including high dose cytarabine and 15 patients relapsed after CR or stopping chemical therapy themself in course of consolidatory therapy. 30 relapsed patients received CAG regimen, and 20 patients (control group) received an anthracycline in combination with cytarabine. The results indicated that after one course, the complete remission (CR) rate was 46.7% (14/30), the CR rate after allo-PBSCT was 50% (3/6), the early death rate was 3.3% in CAG group; and CR rate was 30% (6/20) and the early death rate was 15% in control group. Myelosuppression was mild to moderate, and no severe nonhematologic toxicity was observed in two groups. The overall median times in CAG group and control group were 22 and 19 months respectively. In conclusion, CAG regimen as the induction therapy is effective and well tolerable with low side effects for relapsed patients who had received high dose cytarabine, auto-PBSCT or allo-PBSCT.
Aclarubicin
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administration & dosage
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Adolescent
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Adult
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Antineoplastic Combined Chemotherapy Protocols
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therapeutic use
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Cytarabine
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administration & dosage
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Female
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Granulocyte Colony-Stimulating Factor
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administration & dosage
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Humans
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Leukemia, Myeloid, Acute
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drug therapy
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Male
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Middle Aged
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Recurrence
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Treatment Outcome
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Young Adult
8.Sodium nitrite improves epithelial-mesenchymal transition of hepatoma cells in mice bearing H22.
Hong-Rui XU ; Bo LIN ; Si-Qian WANG ; Zhi ZHANG ; Xiao-Xia LU ; Yue LIU ; Huang-Fu CHAO-SHEN
Acta Pharmaceutica Sinica 2012;47(11):1470-1476
This study is to report the determination of the effect of sodium nitrite induced oxygen species (ROS) on the epithelial-mesenchymal transition in hepatoma cells in mice bearing H22 and investigation of its role in hypoxia-inducible factor 1alpha (HIF-1alpha) in this process. Mice hepatocarcinoma cell line H22 was inoculated subcutaneously into right axillary of sixty male Kunming mice and then randomly divided into four groups: control group; low-dose sodium nitrite group (10 mg x kg(-1)), medium-dose sodium nitrite group (20 mg x kg(-1)) and high-dose sodium nitrite group (30 mg x kg(-1)). Sodium nitrite group was given (ig) sodium nitrite with 10-30 mg x kg(-1) x d(-1) for 21 days. Compared with control group, there was no obvious difference between the two groups in the volume or weight of xenografts, but in sodium nitrite treatment group, the activity of SOD and CAT decreased and contents of MDA or nitrite increased in tumor tissue of mice bearing H22; epithelial-mesenchymal transition (EMT) of hepatoma cells was induced, the EMT-phenotype tumors displayed a greater degree of local aggressiveness, with dissection through adjacent fascia and skeletal muscle. The increased expression of HIF-la and vimentin and declination of E-cadherin were confirmed by immunohistochemistry and Western blotting. These data indicate sodium nitrite treatment could improve the epithelial-mesenchymal transition of xenografts in mice bearing H22, which might relate to the fact that ROS mediated signal pathway increased the expression of HIF-1alpha.
Animals
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Cadherins
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metabolism
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Carcinoma, Hepatocellular
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metabolism
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pathology
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Catalase
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metabolism
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Cell Line, Tumor
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Dose-Response Relationship, Drug
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Epithelial-Mesenchymal Transition
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drug effects
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Humans
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Hypoxia-Inducible Factor 1, alpha Subunit
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metabolism
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Liver Neoplasms
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metabolism
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pathology
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Male
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Malondialdehyde
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metabolism
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Mice
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Neoplasm Transplantation
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Random Allocation
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Reactive Oxygen Species
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metabolism
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Signal Transduction
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drug effects
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Sodium Nitrite
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administration & dosage
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pharmacology
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Superoxide Dismutase
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metabolism
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Tumor Burden
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drug effects
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Vimentin
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metabolism
9.Cancer risk and key components of metabolic syndrome: a population-based prospective cohort study in Chinese.
Wei CHEN ; Feng LU ; Si-Jun LIU ; Jiang-Bo DU ; Jian-Ming WANG ; Yun QIAN ; Chong SHEN ; Guang-Fu JIN ; Zhi-Bin HU ; Hong-Bing SHEN
Chinese Medical Journal 2012;125(3):481-485
BACKGROUNDThe key components of metabolic syndrome (MS) are waist circumference, blood pressure, fast blood glucose, high density lipoprotein cholesterol (HDL-c) and triglycerides (TG). These components have, separately and jointly, been associated with an increased risk of cardiovascular diseases. In this study, we aimed to explore the association between MS components and cancer risk in a population-based cohort in China.
METHODSWe established a population-based cohort with 17 779 individuals aged 35 and above at baseline in 2004 and 2005 in Changzhou, Jiangsu Province, China. All participants were face-to-face interviewed to complete a questionnaire and were accepted physical examinations including blood tests for glucose and lipids and physical measurements for obesity and blood pressure. In 2009, a total of 16 284 subjects (6886 men and 9398 women, 91.6%) attended the flow-up interviews and the participants or their family members reported all the hospitalizations and diseases including cancer occurred during the follow-up period. Multivariate Cox regression was used to estimate the hazard ratios (HRs) of metabolic syndrome components and cancer incidence.
RESULTSThere was a dose-response association between cancer risk and the number of MS components presented at baseline (P for trend = 0.012) and the HR (95% confidence interval (CI)) was 2.63 (1.27 - 5.45) for subjects carrying 3 or more metabolic syndrome components after adjustment for possible confounding factors. Specifically, the multivariate-adjusted HRs (95%CIs) for cancer risk in subjects with central obesity, high fasting glucose, low HDL-c were 1.94 (1.01 - 3.74), 2.04 (1.10 - 3.77) and 2.05 (1.09 - 3.88), respectively.
CONCLUSIONSIn this population-based, prospective cohort study in China, we found MS components, e.g., central obesity, high fasting glucose, low HDL-c were risk factors for cancer development. Early intervention of MS components may be also beneficial to reduce cancer burden.
Adult ; Asian Continental Ancestry Group ; Blood Glucose ; physiology ; China ; Female ; Humans ; Male ; Metabolic Syndrome ; epidemiology ; Middle Aged ; Multivariate Analysis ; Neoplasms ; epidemiology ; Prospective Studies ; Triglycerides ; blood ; Waist Circumference ; physiology
10.Establishment and application of a real-time PCR method to detect hepatitis B virus cccDNA quantitatively.
Li-wei ZHUANG ; Hai-ying LU ; Yan-yan YU ; Chong-wen SI ; Min YU ; Nai-lin ZHANG ; Wei-bo GONG
Chinese Journal of Experimental and Clinical Virology 2007;21(2):182-184
OBJECTIVETo establish a new method to detect HBV cccDNA quantitatively and to apply it to detect cccDNA in liver needle biopsy specimens of chronic hepatitis B patients.
METHODSThe sequences of HBV DNA genotypes A through G were analyzed. According to the different sequence structure of cccDNA and rcDNA, primes and probe were designed in highly conservative region outside the nick of cccDNA in order to amplify cccDNA but not rcDNA. The best conditions of this method were found after testing experiments. Also we checked its specificity and sensitivity and reproducibility. The products of PCR were sequenced in order to ascertain if it was the right region expected. To amplify with standard plasmid ranged from 10(2) to 10(10) copies/ml to measure the sensitivity and amplify in parallel with standard plasmid of 10(6) copies/ml for 30 replicates so as to measure its reproducibility. DNA was extracted from 32 needle liver biopsy specimens of chronic hepatitis B patients. The cccDNA was quantitatively detected with this method. The data of cccDNA obtained before and after therapy and their relationship with total HBV DNA were analyzed. RESULTS Results of sequencing showed that the PCR product was from the right region. The sensitivity was 10(3)-10(10) copies/ml. The Ct value was 29.69+/-0.31 and the coefficient of variability was 1.04 percent calculated from the data of 30 PCR reactions with standard plasmid. The percentage of decrease in serum HBV DNA, total HBV DNA in liver and cccDNA in liver were 0.49+/-0.17, 0.22+/-0.18 and 0.16+/-0.28 respectively. There is 47 percent-98 percent cccDNA in total HBV DNA in liver and the mean is 81.5 percent.
CONCLUSIONThe method is good because of the simple and convenient operation, the high specificity, the wide linear detection range and the fine reproducibility. Therefore it can be used for both scientific research and clinical purpose. Lamividine can significantly inhibit serum HBV DNA by, but its inhibitory effect on cccDNA in liver was rather weak.
DNA, Circular ; genetics ; DNA, Viral ; blood ; genetics ; Hepatitis B ; diagnosis ; virology ; Hepatitis B virus ; genetics ; isolation & purification ; Humans ; Polymerase Chain Reaction ; methods ; Sensitivity and Specificity