1.A study on ECG Data Compression Method Based on BP Neural Network
Quan LIN ; Wenqiang SONG ; Chenglin PENG
Chinese Medical Equipment Journal 2004;0(09):-
Objective Aimed at the problems that the costs of existing ECG data compression methods is high,and they are difficult to apply in engineering practice,a sort BP neural network is set up based on ECG data compression method.Methods Based on BP network theory,two three-layered feedforward neural networks were set up.Then every one heartbeat was divided into three waves,that is,P,QRS and T ones,and the three waves were compressed by two three-layered feedforward neural network individually.In order to improve the replay capability and interference rejection capability of the neural network compress algorithm,incompletely connected structure is employed.Results The method could realize high compress ratio,and improve the replay capability and interference rejection capability of the heartbeat waves.Conclusion Upon with the heartbeat signals,the method can filter and compress waves effectively,and can be used in engineering practice as well.
2.Research on biosensor and its application to biomedicine
Quan LIN ; Wenqiang SONG ; Chenglin PENG
Chinese Medical Equipment Journal 2004;0(08):-
Being expert,sensitive and quick-responding,biosensor is widely applied in medicine domain.Theis paper briefly introduces the structure and characteristics of biosensors,analyzes the framework and principle of some types of biosensors and their applications in the biomedicine engineering,and discusses the recent research evolvement,development trend and application prospects.
3.The Role of Frequency Complementarities of Vestibular Tests in the Evaluation of Vestibular Function
Na WANG ; Peng LIN ; Taisheng CHEN ; Wei SONG ; Shiping SUN
Tianjin Medical Journal 2009;37(7):571-573
Objective: To analyze the role of frequency complemcntarities of vestibular tests including caloric test (CT),head shaking test(HST),and vibration test(VT) in the evaluation of vestibular function. Methods: Five hundreds and eightyfour patients with unilateral peripheral lesions were tested with CT, HST and VT in order to compare the frequency characteristic of abnormal vestibular function. Results: Of the 584 patients, 189 (32.36%), 283 (48.46%) and 368 (63.01%)cases showed vibration-induced nystagmus (VIN), head shaking nystagnms (HSN) and abnormal unilateral weakness (UW)respectively. There were 22 isolated VIN, 52 HSN and 145 cases of abnormal UW respectively. One hundred and fifty-nine (27.23%) cases had combination damage of two frequency bands, 101 (17.29%) had vestibular damage at all frequency bands,479 (82.02%) had abnormal results in any of the three tests, and 105 (17.98%) had no abnormality in all those three tests.Through consistency test, CT and HST (Kappa=0.106, P< 0.05), CT and VT(Kappa=0.068, P< 0.05), VT and HST (Kappa=0.321, P<0.05) showed low consistency among them. VIN and HSN were more hkely to be evoked with the increasing of the UW (X'2VIN=22.686,X2HSN=23.023, P< 0.05). Conclusion: The vestibular damage in the patients with vertigo could reflect at isolated low, middle, high frequency or multi frequency bands. Thus, CT, HST and VT all make significant contributions to multiple-frequency analysis of vestibular function and show a well complementarities. So they can be used in evaluating the overall function of the vestibular and indicating a serious vestibular lesion if the damage affected multi frequency bands.
4.PTEN inhibits cell growth and increases chemosensitivity to doxorubicin of human breast cancer cells
Xiaoyan LIN ; Gengyin ZHOU ; Yinghua SONG ; Peng GAO ; Yanlin SUN
Chinese Journal of General Surgery 1997;0(04):-
Objective To study whether transient overexpression of tumor suppressor gene PTEN could lead to growth suppression and up-regulate the sensitivity to doxorubicin of human breast cancer MCF-7 cells. Methods The eukaryotic expression plasmid pEGFP-C 1-PTEN containing whole cDNA of PTEN was constructed and transfected into MCF-7 cells by Lipofectamine 2000 in vitro. Growth inhibition of the cells was observed by phase contrast microscope and flow cytometry. The clonogenic cell survival ability was studied by clony forming assay. MCF-7 cells′ chemosensitivity to adriamycin was studied with MTT assay. Results PTEN overexpression led to morphological changes characteristic of apoptosis of MCF-7 cells. PTEN overexpression also resulted in a significant increase in G 0/G 1 cell population (14.79%) and apoptosis (10.60%) detected by flow cytometry. The clonogenic survival rate of cells transfected with PTEN was significantly decreased after doxorubicin treatment compared with control. The transfected cells were more sensitive to doxorubicin compared with the control cells ( ? 2=8.59 , P
7.Comparison of lysyl oxidase expression between active rheumatoid arthritis and active osteoarthritis
Rongqing LIU ; Bojian SUN ; Jiajing LIN ; Tingge SONG ; Haibo LI ; Peng WEN ; Mei HAN
Chinese Journal of Rheumatology 2013;(2):95-97,后插1
Objective To investigate the role of lysyl oxidase (LOX) in synovitis and cartilage destruction by comparing the expression of LOX in synovial fluid and synovium of active rheumatoid arthritis (RA) and active osteoarthritis (OA).Methods LOX in the synovium was detected by immunohistochemistry from 14 patients with active RA,24 patients with active OA and 20 patients with knee injury (the control group).LOX in the synovial fluid was measured by enzyme linked immunosorbent assay (ELISA) from 14 patients with active RA and 24 patients with active OA.T-test was used for statistical analysis.Results The level of LOX expression in active RA synovium (0.012±0.007) was similar to that in active OA synovium (0.013±0.011,P>0.05).But the expression of LOX in synovium of active RA and active OA was significantly higher than that in synovium of the control group (0.003±0.004,P<0.01).The amount of LOX in the synovial fluid of active RA [(1.9±1.4) μg/ml] was significantly higher than that of active OA [(1.0±0.4) μg/ml,P<0.05].Conclusion High expression of LOX in the synovial fluid and synovium of active RA and active OA suggest that LOX may be involved in chronic synovitis and cartilage destruction,and may be related with the extent of synovitis and cartilage destruction.
8.Prognostic values of neutrophil-to-lymphocyte ratio and hemoglobin-to-white blood cell ratio on non-operative esophageal squamous cell carcinoma patients
Qianqian ZHANG ; Weilin CHEN ; Zheng LIN ; Xiane PENG ; Zhijian HU ; Chengqian ZHANG ; Xianhui SONG ; Huadong CHEN
Chinese Journal of Disease Control & Prevention 2017;21(9):930-934
Objective To evaluate the predictive value of neutrophil-to-lymphocyte ratio (NLR) and hemoglobinto-white blood cell ratio (HWR) prior to treatment in prognosis of non-operative esophageal squamous cell carcinoma (ESCC) patients.Methods From October 2009 to November 2014,a total of 362 non-operative ESCC patients were enrolled in this prospective study.x2 test was used to analyze the relationship between NLR,HWR and general clinical features;Univariate and multivariate Cox regression analysis was performed to evaluate the association between variables and prognosis of non-operative ESCC patients.Results The optimal cutoff level of 1.23 for NLR and 24.92 for HWR were identified by X-title software.x2 test indicated NLR was significantly associated with gender,tumor length,T stage,TNM stage and fasting blood glucose level.Moreover,univariate and multivariate analyses showed that high NLR and high HWR were all associated with a poor prognosis in non-operative ESCC.However,when patients were specifically stratified by treatment modus,subset analysis showed that NLR was only predictive of prognosis in the concurrent chemoradiotherapy group (HR =4.080,95% CI:1.074-15.497,P =0.039),whereas the influence of HWR on prognosis was just existed in the sequential chemoradiotherapy group (HR =2.625,95% CI:1.311-5.254,P =0.006).Conclusions In this investigation,we found that high NLR and high HWR were associated with poor prognosis in non-operative ESCC.
9.Identification and genetic characterization of Coxsackievirus B5 isolated from an outbreak of aseptic meningitis
Peng CHEN ; Zexin TAO ; Haiyan WANG ; Guifang LIU ; Jing YANG ; Xiaojuan LIN ; Lizhi SONG ; Aiqiang XU
Chinese Journal of Infectious Diseases 2012;30(3):146-151
ObjectiveTo identify the pathogen of an aseptic meningitis outbreak which occurred in Linyi City of Shandong Province during the summer of 2009,and to analyze the genetic variations of Coxsackicvirus B5 (CVB5) isolates.MethodsForty-two cerebrospinal fluids (CSF) specimens were collected from aseptic meningitis cases and virus isolation was performed. The viral RNA was extracted and amplified from the positive specimens using reverse transcription polymerase chain reaction (RT-PCR).The partial VP1 coding region was purified and sequenced. The phylogenetic trees based on VP1 sequences were constructed among CVB5 isolates and those in GenBank.ResultsSeventeen enteroviruse strains were isolated from 42 CSF samples with 40.5% isolation positive rate. All these strains were identified as CVB5 using both microneutralization test and molecular typing methods. Homology comparisons indicated that the nucleotide acid identities and amino acid sequence identities were 92.3 %- 100.0% and 98.7 %- 100.0%,respectively among these CVB5 isolate.s,and compared with the Faulkner prototype strain,which were 81.0%-82.4% and 96.6%97.0%,respectively.Phylogenetic analysis on VP1 sequences showed that all CVB5 could be separated into four genogroups of A,B,C and D.Isolates of this outbreak belonged to genogroup D.Interestingly,two distinct genogroups in the phylogenetic tree were observed among the 17 isolates.Conclusions CVB5 is responsible for the outbreak of aseptic meningitis in Linyi City of Shandong Province,China. The genetic diversity is high among the isolates and all belong to genogroup D.
10.Feasibility of transvaginal endoscopic cholecystectomy
Jun NIU ; Wei SONG ; Wei FAN ; Ming YAN ; Enyu LIU ; Weibo NIU ; Cheng PENG ; Pengfei LIN
Chinese Journal of Digestive Surgery 2010;09(4):287-289
Objective To investigate the feasibility and safety of transvaginal endoscopic cholecystectomy.Methods The clinical data of 88 female patients who underwent cholecystectomy at the Qilu Hospital of Shandong University from May to November, 2009 were retrospectively analysed. Among all the patients, 32 received transvaginal endoscopic cholecystectomy ( NOTES group) and the remaining 56 patients received laparoscopic cholecystectomy (LC). Thirty-two patients who received LC at the same period were selected (LC group)acccording to age, body mass index, type and severity of disease to conduct a matched case-control study. The differences in time span of postoperative pain, anodyne dose, enterokinesia recovery time, operation time, out-ofbed activity time, average hospital stay and hospitalization expenses between the two groups were compared using the paired t test. Results Cholecystectomies were successfully carried out for all the patients. The intraoperative blood loss, operation time, degree of pain, anodyne doses, enterokinesia recovery time, out-of-bed activity time,average hospital stay and hospitalization expenses were (5.7 ± 1.5 ) ml, ( 76 ± 27 ) minutes, 2.2 ± 0.6, ( 10 ±6) mg, (25±5) hours, (9±3) hours, (2.1 ±1.2) days and (1.12±0.34) ×104 yuan in NOTES group, and they were ( 13.9 ± 3.1 ) ml, (38 ± 16) minutes, 6.7 ± 1.5, (28 ± 8) mg, (45 ± 8) hours, (26 ± 6) hours,(4.3 ± 2.1 ) days and ( 1.54 ± 0.18 ) × 104 yuan in the LC group. There were significant differences between the two groups (t = 5.098, - 4.712, 2.417, 3.203, 3.089, 4.136, 4.786, 3.917, P < 0.05 ). Conclusion Transvaginal endoscopic cholecystectomy is safe and feasible, and it is superior to tranditional LC.