Fetal electrocardiogram signal extraction is of great significance for perinatal fetal monitoring. In order to improve the prediction accuracy of fetal electrocardiogram signal, this paper proposes a fetal electrocardiogram signal extraction method (GA-LSTM) based on genetic algorithm (GA) optimization with long and short term memory (LSTM) network. Firstly, according to the characteristics of the mixed electrocardiogram signal of the maternal abdominal wall, the global search ability of the GA is used to optimize the number of hidden layer neurons, learning rate and training times of the LSTM network, and the optimal combination of parameters is calculated to make the network topology and the mother body match the characteristics of the mixed signals of the abdominal wall. Then, the LSTM network model is constructed using the optimal network parameters obtained by the GA, and the nonlinear transformation of the maternal chest electrocardiogram signals to the abdominal wall is estimated by the GA-LSTM network. Finally, using the non-linear transformation obtained from the maternal chest electrocardiogram signal and the GA-LSTM network model, the maternal electrocardiogram signal contained in the abdominal wall signal is estimated, and the estimated maternal electrocardiogram signal is subtracted from the mixed abdominal wall signal to obtain a pure fetal electrocardiogram signal. This article uses clinical electrocardiogram signals from two databases for experimental analysis. The final results show that compared with the traditional normalized minimum mean square error (NLMS), genetic algorithm-support vector machine method (GA-SVM) and LSTM network methods, the method proposed in this paper can extract a clearer fetal electrocardiogram signal, and its accuracy, sensitivity, accuracy and overall probability have been better improved. Therefore, the method could extract relatively pure fetal electrocardiogram signals, which has certain application value for perinatal fetal health monitoring.
ObjectiveTo evaluate the early- and mid-term outcomes of surgical repair of persistent truncus arteriosus in children in a single institution of China.MethodsThe clinical data of 27 consecutive patients with persistent truncus arteriosus undergoing surgical repair in Guangzhou Women and Children’s Medical Center from November 2009 to May 2018 were retrospectively reviewed. There were 14 males and 13 females. Median age was 3.0 months (range: 13 days -11 years), of whom 10 (37.0%) were older than 6 months. ResultsThere were three early deaths with a mortality of 11.1%. The main complications included VSD partial repair in 2 patients, complete atrioventricular block in one patient. The mean follow-up time was 24.5±19.3 months (range: 1–76 months). There were three late deaths, and two patients lost follow. Echocardiology showed seven patients of right heart outflow tract obstruction, including three in pulmonary artery trunk, and four of pulmonary artery branches. One patient showed moderate aortic valve regurgitation. None required re-intervention during the follow-up. Survival estimates for the entire cohort following surgery were both 76.1% (95%CI 59.2% to 92.9%) at 1 year and 5 years.ConclusionThe surgical repair of persistent truncus arteriosus (PTA) remains challenges. The early- and mid-term outcomes of surgical repair of persistent truncus arteriosus are acceptable. For older children with severe pulmonary artery hypertension and/or trunk valve regurgitation, the risk of death is still higher. Some children have the higher risk of late right heart obstructive lesions.
Objective To discuss whether age has an influence on short-term effect of intersphincteric resection (ISR) for elderly (≥75 years old) patients with ultra-low rectal or canal cancer or not. Methods From February 2016 to February 2017, 196 patients with ultra-low rectal or canal cancer received ISR in the Gastrointestinal Surgery Center of West China Hospital were eligible to include in this study, then they were divided into ≥75 years old group and <75 years old group according to the patients’ age. The intraoperative index, postoperative index, and complications rate were compared between these two groups. Results There were 113 cases in the ≥75 years old group, 83 cases in the <75 years old group, the baselines such as the gender composition, body mass index, tumor histology type, differentiation degree, tumor size, and distance from the anal margin had no significant differences ( P>0.05), but the preoperative anaesthetized ASA grade, proportions of pulmonary insufficiency, hypoproteinemia, anemia, hypertension, diabetes, and cardiac insufficiency of the ≥75 years old group were significantly higher than those of the <75 years old group (P<0.05). The operative time, intraoperative bleeding, and total complications rate had no differences between these two groups (P>0.05), the first exhaust time, the first eating time, the first defecation time, the first ambulation time, and hospitalization time of the ≥75 years old group were significantly longer than those of the <75 years old group (P=0.023, 0.037, 0.019, 0.020, and 0.012, respectively). There were no significant differences in the incidences of the anastomotic leakage, perianal infection, intestinal obstruction, and wound infection between these two groups (P>0.05). All the 196 patients were followed-up with an average follow-up of 7 months, there were 4 cases of recurrent patients, of which 3 were in the ≥75 years old group and 1 in the <75 years old group; there were 3 cases of death, of which 2 were in the ≥75 years old group and 1 in the <75 years old group. Conclusions Short-term recovery of elderly patients with ultra-low rectal or canal cancer is slower than younger patients because of poor preoperative conditions. ISR surgery is still safe and effective for elderly patients with ultra-low rectal or canal cancer and postoperative complications rate has no obvious increase, but it needs a surgeon’s skilled operation technology and multi-disciplinary team cooperation.
Objective To observe the clinical features, the complications and treatment effects of intermediate uveitis. Methods The clinical data of 36 patients (66 eyes) with intermediate uveitis were retrospectively analyzed，including the clinical features, fundus fluorescein angiography (FFA) features, complications，treatment effects and prognosis. The patients, 21 males and 15 females, aged from 8 to 70 years，with the mean age of 34.8 years. There were 30 cases with bilateral lesions and 6 cases with unilateral lesions. Results The main clinical manifestation were vitreous opacity, peripheral retinal venous lesions, optic disc edema, macular edema and posterior subcapsular cataract. The results of FFA showed that peripheral retinal venous lesions, optic disc hyperfluorescence, cystoid macular edema and retinal vein staining. After the treatment, the visual acuity of 31 cases（60 eyes，90.9%) were improved, 4 cases（5 eyes，7.6%) were stable and 1 case（1 eye，1.5%) was worsening. The main complications were cystoid macular edema, posterior subcapsular cataract and vitreous hemorrhage which leads to visual damage. Conclusions Intermediate uveitis was a common bilateral and chronic progressive intraocular inflammation，the anterior vitritis, pars plana and peripheral retinal vascular changes were mainly involved. Early diagnosis and proper treatment may prevent the permanent visual damage.
ObjectiveTo explore the influence of evidence-based nursing care of catheterization on the incidence of urinary tract injury and urinary tract infection in patients with spinal cord injury and long-term indwelling catheters.MethodsFrom July 1st, 2017 to November 30th, 2018, 100 patients with spinal cord injury indwelling catheters in Department of Spinal Surgery were prospectively selected as the research objects. According to the admission time, patients admitted between July 2017 and February 2018 were assigned into the control group (n=50), and patients admitted between March 2018 and November 2018 were assigned into the observation group (n=50). Traditional catheter placement was used in the control group, while evidence-based catheter placement was used in the observation group. The incidences of catheter-related urethral injury and urinary tract infection after the catheterization were compared between the two groups.ResultsThere was no statistically significant difference in gender, age, diagnosis, or length of hospital stay between the two groups (P>0.05). Catheter placement was performed 57 times in the control group and 59 times in the observation group during hospitalization. After catheterization, the incidences of urethral hemorrhage and gross hematuria in the control group [22.80% (13/57) and 15.78% (9/57), respectively] were higher than those in the observation group [both were 1.69% (1/59)], with statistical differences between the two groups (P<0.05). The incidence of urinary tract infection in the control group differed from that in the observation group [42.0% (21/50) vs. 18.0% (9/50), P=0.009].ConclusionThe evidence-based urinary catheterization method for patients with spinal cord injury and long-term indwelling catheter can effectively prevent catheter-related urinary tract injury, reduce the incidence of catheter-related urinary tract infection during hospitalization, and improve the quality of clinical care.
ObjectiveTo summarize the individualized diagnosis and treatment experience in a patient with primary pancreatic diffuse large B-cell lymphoma.MethodsBy muti-disciplinary term (MDT) model, a patient with primary pancreatic diffuse large B-cell lymphoma admitted in the People’s Hospital of Chishui in Dec. 2016 was discussed. The diagnosis, perioperative period management, and operation scheme were carried out by the MDT.ResultsThe patient’s general condition was good. After multidisciplinary discussion in the Department of Radiology, Oncology, Interventional, and Hepatobiliary and Pancreatic Surgery, the patient was considered to have surgical indications. After thorough communication with the patient and family, the patient was selected for surgical resection. The whole operation lasted for 5 hours, and the intraoperative blood loss was about 300 mL. The operation was successfully completed and no complications such as pancreatic fistula occurred after operation. Liquid drainage tube was drawn out at 10 days after opertion, and pancreatic tube stent and T tube were retained. The patient discharged on 13 days after surgery. Subsequently, the patient underwent adjuvant chemotherapy. At present, the patient has been followed up for 1 year, no signs of tumor recurrence and metastasis, and continued follow-up.ConclusionsPrimary pancreatic diffuse large B-cell lymphoma is rare and has a poor prognosis. The main treatment is mutli-mode treatment based on surgical resection combined with chemotherapy.
ObjectiveTo summarize the experience of 4 patients with a great saphenous venous graft patency after 15 years of postoperitive great saphenous venous sequential aortic coronary artery bypass grafting. MethodWe retrospectively analyzed the clinical data of 4 patients accepted great saphenous vein aortic coronary artery bypass graft under moderate hypothermia cardiopulmonary bypass from November 1989 to December 1992 year. There were 3 males and 1 female with a mean age of 48.3 years ranging from 40-58 years. We harvested great saphenous vein under groin 45-50 cm. The proximal and distal anastomoses were performed with parachute technique under two clamps technique. Coronary artery bypass graft was performed by two sequential grafts routinely. Aspirin was given through nasal tube 6 hours after operation. The risk factors of arteriosclerosis were controlled by patients themselves after discharge. ResultFour patients received coronary angiography in 15, 16, 18, and 21 years after surgery and the grafts and both proximal and distal anastomoses were patent. The patients lived about 20 years without angina. Conclusioncarefully dealing with the vein graft, taking sequential bypass grafting to guarantee parabolic curve and meticulous anastomosis are preconditional and necessary for long-term patency.
ObjectiveTo explore the predictive value of N-terminal-pro-brain natriuretic peptide (NT-ProBNP) for postoperative early outcomes in infants with aortic coarctation (CoA).MethodsA retrospective study was conducted in 344 children with CoA admitted to our hospital from September 2014 to October 2017, including 206 males (59.9%) and 138 females (40.1%), with an average age of 0.2-60.0 (7.1±10.6) months. The levels of NT-proBNP, clinical characteristics, imaging data and early follow-up results were collected and analyzed.ResultsCompared with the normal NT-proBNP group, there were statistical differences in age, the proportion of RACHS-1≥3, the proportion of preoperative pneumonia and dysplastic aortic arch, preoperative cardiac function, left ventricular wall thickness, left ventricular dilatation, hospital stay, ICU duration, ventilator duration, duration of vasoactive drugs use, delayed chest closure, nasal continuous positive airway pressure (nCPAP), postoperative cardiac insufficiency in the abnormal NT-proBNP group (P<0.05). According to multivariate logistic regression analysis, NT-proBNP level (>3 000 pg/mL) was an independent risk factor for prolonged ICU duration [OR=3.17, 95%CI (1.61, 6.23)], prolonged ventilator duration [OR=5.84, 95%CI (2.86, 11.95)], prolonged use of vasoactive drugs [OR=2.22, 95%CI (1.22, 4.02)], postoperative cardiac insufficiency [OR=3.10, 95%CI (1.64, 5.85)]; NT-proBNP level (> 5 000 pg/mL) was an independent risk factor for delayed chest closure [OR=3.55, 95%CI (1.48, 8.50)].ConclusionNT-proBNP level in children with CoA can be affected by many factors, including age, complexity of congenital heart disease, preoperative cardiac insufficiency, et al. The level of NT-proBNP has predictive value for postoperative early outcomes.
Objective To investigate the expressions of aldehyde dehydrogenase 1 (ALDH1) and sex determining region Y-box protein 2 (SOX2) in breast cancer tissues and their clinical significance. Methods Immunohistochemistry was used to detect the expressions of ALDH1 and SOX2 protein in cancerous and its paracancer tissues of 80 patients with breast cancer treated in our hospital from 2017 to 2019, and to analyze the correlation between the expressions of ALDH1 and SOX2 protein, as well as the relationship between their expression and clinicopathological characteristics and prognosis of breast cancer patients. Results The positive expression rates of ALDH1 and SOX2 protein in breast cancer tissues were 75.0% and 62.5%, respectively. The positive expression rates of ALDH1 and SOX2 protein in paracancer tissues were 30.0% and 21.3%, respectively. The positive rates of ALDH1 and SOX2 protein expressions in breast cancer tissues were higher than those in paracancer tissues, and the difference was statistically significant (P<0.05). The expressions of ALDH1 and SOX2 proteins in breast cancer tissues were correlated with histological grade, TNM stage and axillary lymph node status of breast cancer (P<0.05). By Spearman correlation analysis, ALDH1 was positively correlated with SOX2 expression (rs=0.507, P<0.001). The univariate analysis of statistically significant indicators and the combination of clinical characteristics of the logistic regression multivariate analysis found that, breast cancer tumor size, histological grade, TNM stage, axillary lymph node status and ALDH1 protein and SOX2 protein expressions were not significantly correlated with those reaching disease-free survival (DFS) after follow-up (P>0.05, which may be affected by small sample size and small number of endpoint events). The Kaplan-Meier method was used to plot survival curves, and log-rank test results showed that the cumulative DFS rates of patients with positive ALDH1 and SOX2 protein expression were lower than those of with negative expression (P<0.05). Conclusions ALDH1 and SOX2 proteins are highly expressed in breast cancer tissues, and they are positively correlated. Survival curves show that positive ALDH1 and SOX2 proteins in breast cancer tissues tend to have a poorer prognosis.
ObjectiveTo systematically review the clinical effects of short-term and conventional fertilization for vitro fertilization-embryo transfer (IVF-ET). MethodsRandomized controlled trials (RCTs) about the clinical effects of short-term fertilization versus conventional fertilization for IVF-ET were searched in PubMed, The Cochrane Library (Issue 8, 2014), CBM, CNKI, WanFang Data and VIP from inception to August 2014. Two reviewers independently screened literature according to the inclusion and exclusion criteria, extracted data, and assessed methodological quality of included studies. Then meta-analysis was performed using RevMan 5.2 software. ResultsA total of six RCTs involving 1 373 patients were finally included. The results of meta-analysis indicated that:short-term fertilization was superior to conventional fertilization in increasing high quality embryo rates (OR=1.42, 95%CI 1.18 to 1.70, P=0.000 2) as well as clinical pregnancy rates (OR=1.67, 95%CI 1.33 to 2.09, P < 0.000 01). However, the two groups were alike in fertilization rates, polyspermy rates, and miscarriage rates. ConclusionCurrent evidence indicates that short-term fertilization is superior to conventional fertilization in increasing high quality embryo rates as well as clinical pregnancy rates. Due to limited quality and quantity of the included studies, the above conclusion should be verified by conducting more large-scale, high quality RCTs with long-term follow-up.