1.ECG real time monitoring system based on LabVIEW
Haoyu WANG ; Zhongjun HU ; Xu ZHANG ; Zongying GONG ; Wenting LI ; Chuanyong LI
Chinese Medical Equipment Journal 2003;0(10):-
This paper introduces an ECG real time monitoring system based on LabVIEW.With Wavelet transformation,the original ECG signals are processed to increase the accuracy of R peak detection.The feature of real time in this system is ensured by the application of simplified algorithm.The result panel offers various types of HRV information in time domain,including numerical and graphical displays which make the data more intuitional and more convenient to obtain.The system runs well in lab and the result is acceptable.
2.Effect of alveolar macrophages phagocytosis on prognosis in patients with acute respiratory distress syndrome caused by abdominal infection: a multicenter study
Chao DU ; Qiang FU ; Chuanyong GONG ; Jiarui LI ; Bing WANG ; Yongqiang WANG ; Wanjie YANG ; Ziyu WANG ; Xinpei WANG
Chinese Critical Care Medicine 2019;31(4):444-448
Objective To investigate the effects of alveolar macrophage phagocytosis on prognosis in patients with acute respiratory distress syndrome (ARDS) caused by abdominal infection. Methods ARDS patients caused by severe intra-abdominal infection admitted to intensive care unit (ICU) of Tianjin Fourth Central Hospital, Tianjin Nankai Hospital, Tianjin First Central Hospital and Tianjin Fifth Central Hospital from June 2016 to March 2018 were enrolled. The gender, age, acute physiology and chronic health evaluationⅡ(APACHEⅡ) within 24 hours of admission, neutral red phagocytosis and alkaline phosphatase activity of macrophages in bronchoalveolar lavage fluid, the length of ICU stay, total hospitalization time, hospitalization expenses, and prognosis were recorded. According to the prognosis, the patients were divided into death group and survival group, and the parameters were compared between the two groups. Pearson test was used to analyze the correlation between neutral red phagocytosis function of macrophages and alkaline phosphatase activity and other indicators. The prognosis was analyzed by binary Logistic regression combined with neutral red phagocytosis and alkaline phosphatase activity in patients, and the predictive value of both subjects on prognosis was analyzed by the receiver operating characteristic (ROC) curve. Results Twenty patients were enrolled in the study, with 8 in the death group and 12 in the survival group. Compared with the survival group, the death group was older (years old: 58.50±14.86 vs. 46.67±13.40), APACHEⅡ score was higher (21.50±3.93 vs. 13.58±4.12), neutral red phagocytosis ability and alkaline phosphatase activity of alveolar macrophages were significantly decreased (A value:0.265±0.050 vs. 0.338±0.016; μmol/L: 12.06±1.24 vs. 17.96±3.90), and the length of ICU stay was significantly longer (days: 22.00±14.59 vs. 11.50±3.17), hospitalization cost was significantly increased (10 thousand Yuan:24.17±11.02 vs. 13.44±3.53), the total hospitalization time was shorter (days: 25.25±15.01 vs. 35.67±8.58), and the difference was statistically significant (all P < 0.05). There was no significant difference in gender between the survival group and the death group [male (case): 8 vs. 6, P > 0.05]. The neutral red phagocytosis ability of alveolar macrophages in ARDS patients caused by abdominal infection was negatively correlated with age, APACHEⅡ score and the length of ICU stay (r value was -0.328, -0.572, -0.809, respectively, all P < 0.05); alkaline phosphatase activity was negatively correlated with age, APACHEⅡ score, the length of ICU stay and hospitalization expenses (r value was -0.334, -0.583,-0.470, -0.517, respectively, all P < 0.05). Binary Logistic regression analysis showed that neutral red phagocytosis [odds ratio (OR) = 0.596, 95% confidence interval (95%CI) = 0.212-0.997] and alkaline phosphatase activity (OR = 0.573, 95%CI = 0.339-0.968) were the influencing factors of prognosis (both P < 0.05). ROC curve analysis showed that the AUC of neutral red phagocytosis ability for prognosis of ARDS patients caused by abdominal infection was 0.948, and the sensitivity and specificity were 91.7% and 87.5% when the off-cut value was 0.317. The AUC of alkaline phosphatase for the prognosis of ARDS patients caused by abdominal infection was 0.813; when the cut-off value was 19.72 μmol/L, the sensitivity was 75.0%, and the specificity was 87.5%. Conclusion The alveolar macrophage phagocytosis dysfunction in ARDS patients caused by severe abdominal infection was not only related to the severity of the disease, but also increased the medical burden of patients, and significantly affected the mortality of such patients.
3.High-resolution MRI combined with nomogram model predicts the risk factors of positive circumferential resection margin in rectal cancer
Jin ZHOU ; Xijun GONG ; Chuanyong PENG ; Zongshan WU ; Ting MENG
Journal of Practical Radiology 2023;39(12):1971-1975
Objective To investigate the clinical value of high-resolution magnetic resonance imaging(HR-MRI)combined with nomogram model in predicting the risk factors of positive circumferential resection margin(CMR)in rectal cancer surgery.Methods A retrospective analysis was conducted on preoperative data from 107 rectal cancer patients who underwent surgery and were confirmed by pathology.SPSS 2 5.0 software was used for univariate statistical analysis of potential risk factors for positive CRM,and after independent risk factors were selected,multivariate logistic regression analysis was performed to classify the risk factor categories.R software(4.2.0 version)was used to establish the nomogram model,and a curve was drawn to evaluate the model.The receiver operating characteristic(ROC)curve was used to show specificity and sensitivity,the area under the curve(AUC)was used to evaluate discriminative ability,the calibration curve was used to evaluate calibration,the decision curve analysis(DCA)was used to evaluate clinical benefit,and the model was internally validated using the Bootstrap method.Results Tumor located in the lower rectum[P=0.01,odds ratio(OR)=8.71],maximum diameter of tumor perpendicular to the intestinal tube(≥18.86 mm±5.32 mm)(P=0.01,OR=1.24),extramural vascular invasion(EMVI)(P<0.01,OR=0.03),and mesorectal lymph node metastasis(P=0.01,OR=0.15)were independent risk factors for positive CRM in rectal cancer.The nomogram model established based on these factors had a training set AUC of 0.921(sensitivity 0.83,specificity 0.93),a validation set AUC of 0.912(sensitivity 0.87,specificity 0.82),a Bootstrap internal validation corrected AUC of 0.92,and a consistency index(C-index)of 0.92,indicating good discriminative ability,calibration,and clinical benefit value.Conclusion HR-MRI combined with nomogram model predicted that tumor located in the lower rectum,maximum diameter of tumor perpendicular to the intestinal tube ≥(18.86±5.32)mm,EMVI,and mesorectal lymph node metastasis are closely related to positive CRM in rectal cancer.