Objective To understand the current situation of eHealth literacy of maintenance hemodialysis (MHD) patients and analyze the influencing factors to improve the eHealth literacy of MHD patients. Methods Using cross-sectional survey method, MHD patients in West China Hospital of Sichuan University were selected as the subjects between February and April 2022. eHealth Literacy Scale (eHEALS) was used to investigate the status of eHealth literacy, and the influencing factors of MHD patients were analyzed. Results A total of 194 MHD patients were investigated. The total eHEALS score of MHD patients was 24.55±9.14. The results of generalized linear regression showed that education level, medical payment method, age, frequency of internet forums, interest in internet health knowledge search, and Baidu search engine (a common channel for searching disease information online) were the influencing factors of MHD patients’ electronic health literacy. Conclusion The electronic health literacy level of MHD patients is low, so renal medical staff should pay attention to the electronic health literacy of MHD patients and develop targeted interventions to help patients better manage their own health problems.
Objective
To observe the effects of the bone marrow mesenchymal stem cells (BMSCs) on the expression of neurotrophic factor protein gene in the retinal detachment (RD) rabbits.
Methods
60 healthy rabbits were randomly divided into control group (group A), retinal detachment with PBS group (group B), retinal detachment with BMSCs group (group C), 20 rabbits in each group. RD model were established for rabbits in group B and C. 10 μl PBS was injected into the subretinal space of rabbits in group B, while 10 μl CM-Dil labeled BMSC PBS was injected into subretinal space of rabbits in group C. The rabbits in the group A received no treatment. At 1, 2 and 4 weeks after modeling, the mRNA expression of basic fibroblast growth factor (bFGF), brain derived neurotrophic factor (BDNF) and ciliary neurotrophic factor (CNTF) were measured by real-time quantitative PCR.
Results
At 1, 2 and 4 weeks after modeling, the mRNA expression of bFGF, BDNF, CNTF on retinal tissue were increased significantly in group C as compared with group A and B (P < 0.01). At 1 week after modeling, the mRNA expression of bFGF and CNTF on retinal tissue were increased significantly in group B as compared with group A, the mRNA expression of BDNF on retinal tissue in group B was similar with group C. At 2 and 4 weeks after modeling, the mRNA expression of bFGF, BDNF, CNTF were decreased in group B as compared with group A.
Conclusion
Subretinal transplantation of BMSC can increase the mRNA expression of bFGF, BDNF and CNTF on retinal tissue in RD rabbits.
ObjectiveTo observe the expression of vascular endothelial growth factor (VEGF) and aquaporin 4 (AQP4) in the inner limiting membrane (ILM) of diabetic retinopathy (DR) with macular edema, and analyze the correlation between VEGF and AQP4 expression. Methods A cross-sectional study. From September 2019 to September 2020, 38 eyes of 38 patients with DR and idiopathic macular hole (iMH) who underwent vitrectomy (PPV) combined with ILM stripping at the Hangzhou campus of The Affiliated Eye Hospital of Wenzhou Medical University at Hangzhou were included in the study. Among them, there were 25 males and 13 females who aged 37-76 years old, average age was 59±10 years old; All eye included 15 right eyes and 23 left eyes. iMH and DR included 9 eyes in 9 cases and 29 eyes in 29 cases, respectively, and they were divided into iMH group and DR group. The DR group was divided into DME group and no DME group according to whether it was accompanied by diabetic macular edema (DME), with 14 eyes and 15 eyes respectively. After the stripped ILM tissue was fixed, immunofluorescence analysis was performed to obtain a picture of the fluorescence mode of AQP4 and VEGF, and the fluorescence intensity value of VEGF and AQP4 was measured by Image J software. The differences of VEGF and AQP4 immunofluorescence values in the specimens between groups were compared by one-way analysis of variance. The correlation between the fluorescence intensity of AQP4 and the fluorescence intensity of VEGF was analyzed by Pearson correlation analysis. Results The average fluorescence intensity values?of VEGF and AQP4 in ILM specimens of DME group, no DME group and iMH group were 38.96±7.53, 28.25±3.12, 30.07±4.84 and 49.07±8.73, 37.96±6.45, 38.08±5.04, respectively. The average fluorescence intensity of VEGF and AQP4 in the ILM specimens of the DME group was significantly higher than that of the no DME group and iMH group, and the difference was statistically significant (F=13.977, 9.454; P＜0.05). The average fluorescence intensity values of VEGF and AQP4 on IML specimens in the DR group were 33.80±7.91, 43.76±9.44, respectively. The results of Pearson correlation analysis showed that the fluorescence intensity of VEGF and AQP4 in the ILM specimens of the DR group was significantly positively correlated (r=0.597, P=0.003). ConclusionsThe expressions of VEGF and AQP4 in ILM of eyes with DR and DME are significantly increased compared with those without DME. The expression of VEGF and AQP4 in ILM of eyes with DR is positively correlated.
ObjectiveTo observe and analyze the risk factors and optical coherence tomography (OCT) characteristics of exudative retinal detachment in patients with HELLP syndrome. MethodsA retrospective clinical study. From January 2015 to March 2021, 168 eyes of 84 patients with HELLP syndrome who were hospitalized in The Third Central Hospital of Tianjin were included in the study. The average age of the patients was 30.96±4.09 years old. The patient’s general clinical data which included age, gestational week of delivery, type of HELLP syndrome, onset time of HELLP syndrome, parity, number of pregnancy, systolic and diastolic blood pressure, total amount and duration of glucocorticoid, whether been admitted to intensive care unit; laboratory indicators, which included platelet count,serum albumin, serum uric acid, 24-hour urine protein quantification,aspartate aminotransferase, lactate dehydrogenase, total bilirubin (TBIL) were collected. Whose the general condition was not allowed, however patients had a complaint of vision loss or suspected retinal detachment under direct ophthalmoscope examination, B-mode ultrasound was used to assist in the diagnosis. According to the presence or absence of exudative retinal detachment, patients were divided into retinal detachment group (net detachment group) and non-retinal detachment group (non-retinal detachment group), respectively 31 (36.90%, 31/84), 53 (63.10%, 53/84) cases. Among the 31 cases in the network disconnection group, 34 eyes in 17 cases underwent OCT. Two independent sample t tests were used to compare the measurement data of normal distribution between groups, Wilcoxon rank sum test was used to compare skewed distributions; the χ2 test was used to compare count data. The variables with statistical differences in univariate analysis were selected as independent variables, and binary logistic regression analysis was performed. ResultsAmong 84 patients, HELLP syndrome was classified into partial type and complete type, 41 (48.81%, 41/84) and 43 (51.19%, 43/84) cases, respectively. Compared with the non-net-off group, the patients in the off-line group had shorter gestational weeks (t=2.51), higher diastolic blood pressure (t=?2.61), greater total glucocorticoid use (Z=?2.14), and longer use time of glucocorticoid (Z=?2.75), the difference were statistically significant (P＜0.05); TBIL (Z=?2.49), serum albumin (t=2.06) levels decreased, and 24-hour urine protein quantitative (Z=?4.35) levels increased, the difference were statistically significant (P＜0.05). Logistic regression analysis showed that the increase of 24-hour urine protein level increased the risk of exudative retinal detachment (P＜0.05) (odds ratio=1.20, 95% confidence interval 1.06-1.37). Among the 34 eyes that underwent OCT examination, 18 eyes showed that the retinal pigment epithelium (RPE) layer was not smooth, thickened, and seemed to have adhesion to the detached retina. After the reattachment of retinal detachment, the above-mentioned changes of RPE still existed, but reduced; the ellipsoid zone still has discontinuity, partial rupture, and even extensive loss in 16 eyes. ConclusionThe quantitative increase of 24-hour urine protein is a risk factor for the occurrence of exudative retinal detachment in HELLP syndrome; some patients with exudative retinal detachment are still missing the ellipsoid zone after reattachment.
ObjectiveTo retrospectively evaluate the risk factors of mortality in postoperative acute kidney injury (AKI) patients undergoing continuous renal replacement therapy (CRRT) after cardiopulmonary bypass (CPB).
MethodsWe retrospectively analyzed the clinical data of 66 patients (38 males and 28 females with mean age of 59.11±12.62 years) underwent CRRT after cardiovascular surgery in our hospital between May 2009 and June 2014. The patients were divided into a survival group (18 patients) and a death group (48 patients) according to treatment outcome at discharge. Univariate analysis for risk factors of death was carried out for preoperative characteristics and lab results among study population. Significant univariate factors were then further analyzed by multivariable logistic regression models.
ResultsSignificant predictors of death included blood transfusion volume during operation, peak level of blood sugar and lactate during operation, the total bilirubin level and platelet count on the first day after operation, hypotension on the first day after operation, pulmonary infection, multiple organ dysfunction syndrome (MODS) and the interval time of oliguria and CRRT (P<0.05). Logistic regression showed that there were statistical differencs in hypotension on the first day after operation, postoperative platelet count, and interval time of oliguria and CRRT respectively (P<0.05).
ConclusionImproving intraoperative management, reducing bleeding and blood transfusion, controlling blood sugar level, dealing with complications such as hypotension, pulmonary infection and MODS more aggressively, starting CRRT when needed may be helpful to reduce mortality. Monitoring of the blood pressure and platelet count on the first day after operation is useful for prognosis estimation.
Objective To evaluate the predictive effect of three machine learning methods, namely support vector machine (SVM), K-nearest neighbor (KNN) and decision tree, on the daily number of new patients with ischemic stroke in Chengdu. Methods The numbers of daily new ischemic stroke patients from January 1st, 2019 to March 28th, 2021 were extracted from the Third People’s Hospital of Chengdu. The weather and meteorological data and air quality data of Chengdu came from China Weather Network in the same period. Correlation analyses, multinominal logistic regression, and principal component analysis were used to explore the influencing factors for the level of daily number of new ischemic stroke patients in this hospital. Then, using R 4.1.2 software, the data were randomly divided in a ratio of 7∶3 (70% into train set and 30% into validation set), and were respectively used to train and certify the three machine learning methods, SVM, KNN and decision tree, and logistic regression model was used as the benchmark model. F1 score, the area under the receiver operating characteristic curve (AUC) and accuracy of each model were calculated. The data dividing, training and validation were repeated for three times, and the average F1 scores, AUCs and accuracies of the three times were used to compare the prediction effects of the four models. Results According to the accuracies from high to low, the prediction effects of the four models were ranked as SVM (88.9%), logistic regression model (87.5%), decision tree (85.9%), and KNN (85.1%); according to the F1 scores, the models were ranked as SVM (66.9%), KNN (62.7%), decision tree (59.1%), and logistic regression model (57.7%); according to the AUCs, the order from high to low was SVM (88.5%), logistic regression model (87.7%), KNN (84.7%), and decision tree (71.5%). Conclusion The prediction result of SVM is better than the traditional logistic regression model and the other two machine learning models.
Objective To investigated the early risk factors of AIDS severe pneumonia complicated with acute respiratory distress syndrome in order to carry out early recognition and intervention of ARDS and improve the prognosis of patients. Methods The clinical data of 232 patients with severe AIDS pneumonia admitted to Chengdu Public Health Clinical Medical Center from January 2017 to December 2020 were retrospectively analyzed, including general data, vital signs, laboratory examination indexes, basic diseases, etc. Firstly influential indexes for complicated with ARDS were screened by single factor logistic regression analysis, then the multicollinearity assessment indicators were filtered out in multi-factor logistic stepwise regression analysis, finally the receiver operating characteristic (ROC) curves were drawn and the predictive value of the indicators were assessed. Results Thirty-three of 232 AIDS patients with severe pneumonia were complicated with ARDS. The mortality rate in ARDS group was 81.8%. The intra-group mortality of non-ARDS group was 33.7%. Single factor logistic regression analysis showed that pH, acute physiology and chronic health evaluation Ⅱ grade, sequential organ failure assessment grade, white blood cell count, lactate dehydrogenase, α-hydroxybutyric acid dehydrogenase (α-HBDH), alanine aminotransferase (ALT), aspartic acid aminotransferase (AST), calcium, fibrinogen degradation produc (FDP) and D-dimer, total 11 indicators were associated with the incidence of ARDS. The multicollinearity analysis of the 11 indicators showed that there was no multicollinearity problem among the other 9 indicators except the variance inflation factor of ALT and AST which was greater than 10. Multivariate logistic stepwise regression analysis showed α-HBDH (OR=1.001, 95% confidence interval 1.000 - 1.002, P=0.045) and D-dimer (OR=1.044, 95% confidence interval 1.006 - 1.083, P=0.024) were independent factors. ROC curve indicated the following: alpha hydroxy butyric acid dehydrogenase (the area under ROC curve=0.667, P=0.002, the optimal threshold was 391 U/L, the corresponding sensitivity and specificity was 78.8% and 61.8%, respectively), D-dimer (the area under ROC curve=0.602, P=0.062, the optimal threshold was 4.855 μg/mL, the corresponding sensitivity and specificity was 42.4% and 82.9%, respectively). Conclusion AIDS severe pneumonia complicated with ARDS is associated with many factors, among whichα-HBDH (≥391 U/L) and D-dimer (≥ 4.855 μg/mL) on admission are independent risk factors, which have great early predictive value and can provide reference for early clinical identification of ARDS high-risk patients.
ObjectiveTo investigate the epidemiology of tuberculosis in Mianyang city, and investigate its risk factors to provide scientific evidence for tuberculosis prevention and management.
MethodsA stratified cluster random sampling method was applied and 184094 residents were recruited in the study. The prevalence of tuberculosis was analyzed by questionnaires, physical examinations, X-ray, and laboratory tests. The risk factors of tuberculosis were analyzed by binary logistic regression method.
ResultsOne hundred and seventy-five subjects were diagnosed with active tuberculosis, and the incidence of tuberculosis was 95.06 per thousand. There were 32 smear-positive pulmonary tuberculosis patients, and the incidence was 17.38/100 per thousand. Males, farmers and workers, diabetes, family history of tuberculosis, smoking, drinking were risk factors for tuberculosis.
ConclusionsThe prevalence of tuberculosis in Mianyang city is similar with the whole country. Male, farmers and workers, diabetes, family history of tuberculosis, smoking, and drinking maybe the risk factors of tuberculosis.
ObjectiveTo analyze the risk factors of anastomotic leakage after esophagectomy.MethodsThe clinical data of 1 328 patients with esophageal cancer, who underwent esophagectomy in the First Affiliated Hospital of Henan University of Science and Technology from January 2010 to December 2016, were retrospectively analyzed. There were 726 males and 602 females, at an average age of 67.2±14.1 years. According to whether there was anastomotic leakage after operation, patients were divided into two groups: an anastomotic leakage group (167 patients) and a non-anastomotic leakage group (1 161 patients). Univariate and multivariate logistic regression analysis was used to identify related risk factors of anastomotic leakage after operation.Results The incidence of postoperative anastomotic leakage was 12.6% (167/1 328). Univariate analysis showed that body mass index, arrhythmia, chronic obstructive pulmonary disease (COPD), diabetes, preoperative albumin level, preoperative chemotherapy and chemoradiotherapy, lesion location, anastomosis types and postoperative pulmonary infection were associated with statistically significant increase in risk of cervical anastomotic leakage (P<0.05). Logistic regression analysis showed that preoperative COPD, lesion location and postoperative pulmonary infection were independent risk factors of cervical anastomotic leakage after esophagectomy (P<0.05).ConclusionThe occurrence of cervical anastomotic leakage after esophageal cancer is related to many factors. The preoperative COPD, the lesion location and the postoperative pulmonary infection are independent high risk factors. Paying attention to these factors and doing perioperative management can effectively reduce the occurrence of anastomotic leakage.
ObjectiveThe total cavopulmonary connection (TCPC) offers a palliation for the hemodynamic derangements associated with congenital heart lesions characterized by a single functional ventricle, but it may cause acute hepatic injury because of the special physiology. The objective of this study was to characterize hepatic function and its relationship to cardiac function in children who had undergone the Fontan procedure.
MethodsWe retrospectively analyzed 114 children who had undergone TCPC operation in Shanghai Children's Medical Center between January 2013 and March 2014. There were 65 males and 49 females with a median age of 3.8 years (range 2.5 to 13.2) and a median weight of 14.8 kg (range 12.0 to 33.0). The study cohort was further divided into three groups according to the Child-Pugh classification. The total scores were calculated regarding to ascite, bilirubin, albumin, and international normalized ratio (INR). The scores from 4 to 5 were classified in Child A group, from 6 to 8 classified in Child B group, from 9 to 11 classified in Child C group. Thirty-four patients met criteria for Child Class A, 53 patients for Child Class B, and 27 patients for Child Class C. The univariate analysis and multivariable logistic regression model were used to compare demographic, anatomic, and physiological variables among the three groups.
ResultsWithin the study population, 80 patients of Child B group and Child C group met criteria for acute hepatic injury. Univariate risk factors for acute hepatic injury included longer total bypass time (P=0.044), longer aortic cross-clamping time (P=0.005), longer ventilation time (P=0.000), higher postoperative mean pulmonary arterial pressure (P=0.000), elevated N-terminal pro-brain natriuretic peptide (P=0.001), higher vasoactive inotropic score (P=0.000), lower mixed venous oxygen saturation (SvO2, P=0.000) and arterial oxygen saturation (P=0.001), higher incidence of arrhythmia (P=0.000), and low cardiac output syndrome (P=0.003), the need of peritoneal dialysis (P=0.000). In the multivariable logistic model, the need for peritoneal dialysis (OR=17.018, 95%CI 5.117-56.602) and the lower postoperative SvO2 (OR=0.922, 95%CI 0.871-0.976) were two independent risk factors for acute hepatic injury after the TCPC.
ConclusionThe need for peritoneal dialysis and lower postoperative SvO2 may represent the compound effects of multiple risk factors including preoperative hemodynamic and a marked hepatic vascular inflammatory response to surgery and cardiopulmonary bypass, which in turn may mediate acute hepatic injury.
