1.Research on a portable electrical impedance tomography system for evaluating blood compatibility of biomaterials.
Piao PENG ; Huaihao CHEN ; Bo CHE ; Xuan LI ; Chunjian FAN ; Lei LIU ; Teng LUO ; Linhong DENG
Journal of Biomedical Engineering 2025;42(2):219-227
The evaluation of blood compatibility of biomaterials is crucial for ensuring the clinical safety of implantable medical devices. To address the limitations of traditional testing methods in real-time monitoring and electrical property analysis, this study developed a portable electrical impedance tomography (EIT) system. The system uses a 16-electrode design, operates within a frequency range of 1 to 500 kHz, achieves a signal to noise ratio (SNR) of 69.54 dB at 50 kHz, and has a data collection speed of 20 frames per second. Experimental results show that the EIT system developed in this study is highly consistent with a microplate reader ( R 2=0.97) in detecting the hemolytic behavior of industrial-grade titanium (TA3) and titanium alloy-titanium 6 aluminum 4 vanadium (TC4) in anticoagulated bovine blood. Additionally, with the support of a multimodal image fusion Gauss-Newton one-step iterative algorithm, the system can accurately locate and monitor in real-time the dynamic changes in blood permeation and coagulation caused by TC4 in vivo. In conclusion, the EIT system developed in this study provides a new and effective method for evaluating the blood compatibility of biomaterials.
Electric Impedance
;
Animals
;
Tomography/instrumentation*
;
Biocompatible Materials
;
Materials Testing/instrumentation*
;
Cattle
;
Titanium
;
Alloys
;
Prostheses and Implants
2.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
3.Tobacco dependence status and influencing factors among smokers aged 40 or older in China
Shu CONG ; Ning WANG ; Jing FAN ; Baohua WANG ; Jing AN ; Heling BAO ; Linhong WANG ; Liwen FANG
Chinese Journal of Epidemiology 2021;42(5):807-813
Objective:To understanding tobacco dependence and its influencing factors among smokers aged 40 or older in China and provide scientific data for the implementation of smoking cessation intervention.Methods:The data of this study were collected from 125 surveillance sites in 31 provinces (autonomous regions and municipalities) of chronic obstructive pulmonary disease (COPD) surveillance in China (2014 and 2015). The relevant variables of smoking status and tobacco dependence among people aged 40 or older were collected by face-to-face interview. The weighted proportion of tobacco dependence and its 95% CI and influencing factors among current smokers and daily smokers aged 40 or older in China were estimated with complex sampling weights. Results:A total of 22 380 current smokers and 19 999 daily smokers were included in the analysis. The proportion of high tobacco dependence of current smokers aged 40 or older was 31.1% (29.3%-32.9%). The proportion of high tobacco dependence was higher in men than in women, and higher in rural smokers than urban smokers. The proportion was 33.3% (31.3%-35.2%) in 40 to 59 years old smokers, which was higher than older age group. The proportion of high tobacco dependence among daily smokers aged 40 or older was 35.0% (33.0%-37.0%), and was 35.8% (33.8%-37.8%) in men and 22.0% (16.8%-27.2%) in women. Among current smokers and daily smokers, with the decrease of education level, the proportion of high tobacco dependence increased. The proportion of high tobacco dependence of smokers who started smoking before 18 years old was significantly higher than those who started smoking after 18 years old. The ratio of high tobacco dependence of smokers with chronic respiratory symptoms was higher than that of asymptomatic smokers. There was no significant difference in the tobacco dependence between patients with chronic diseases or chronic respiratory diseases and non patients ( P>0.05). Smokers with diabetes, cardiovascular and cerebrovascular diseases and hypertension had a slightly lower proportion of high tobacco dependence than smokers without above diseases ( P<0.05). Multivariate logistic regression analysis showed that men, central and eastern regions, 40-59 age group, engaged in agriculture, forestry, animal husbandry, fishery industry, water conservancy, manufacture, transportation and commercial services occupation, low education level and smoking onset age less than 18 years old had a high risk of high tobacco dependence. Conclusions:The proportion of high tobacco dependence among current smokers aged 40 or older is high in China, so there is a huge demand for smoking cessation interventions. Effective measures should be taken to promote smoking cessation intervention in China.
4.Evaluation on effectiveness of community-based comprehensive intervention and internet-based intervention for vaccination among patients with chronic diseases
Jing FAN ; Xia LIU ; Shu CONG ; Jian XU ; Hui LI ; Min GUO ; Peiju YAN ; Xiaoyan HAN ; Lan WANG ; Linhong WANG ; Liwen FANG
Chinese Journal of Preventive Medicine 2021;55(9):1153-1158
To evaluate the effectiveness of community-based comprehensive intervention and internet-based intervention on influenza and pneumococcal vaccination in patients with diabetes or chronic obstructive pulmonary disease (COPD) in communities. Before the onset of influenza in 2015 and 2016, five demonstration areas for comprehensive prevention and control of chronic diseases were selected in the study. Patients aged 35 years old and above with diabetes and COPD were selected from selected demonstration areas as study participants. Two communities were selected from each demonstration area and randomly divided into Group A with the community-based comprehensive intervention and Group B with the combination of community-based comprehensive intervention and internet-based intervention within 6 months. The differences of vaccination knowledge, vaccination intention and vaccination proportion in study participants between the two groups before and after interventions were analyzed and compared. A total of 15 226 patients were included in the study. After the intervention the increase in the vaccine knowledge score, vaccination intention and vaccination proportion of patients in the two groups were all higher than those before the intervention. After intervention, the increase of the median score of vaccine knowledge in group B (50.00 points) was higher than that in Group A (42.86 points). The increase of influenza vaccination intention in Group B (6.91%) was higher than that in Group A (4.16%). The increase of proportion of influenza vaccination in Group B (7.35%) was lower than that in Group A (16.61%). The increase of pneumococcal vaccination intention in Group B (7.90%) was lower than that in Group A (9.08%). The proportion of pneumococcal vaccination in Group B (3.37%) was lower than that in Group A (4.06%). Community-based comprehensive intervention could improve the level of vaccine knowledge, vaccination intention and vaccination proportion of patients in this study. Combined with community-based intervention, internet-based intervention could have a better effect on improving vaccine knowledge and influenza vaccination intention, but its impact on vaccination proportion needs to be further explored.
5.Status of cardiovascular disease epidemics and its risk factors prevention and control in China: an evaluation based on China Cardiovascular Health Index of 2017
Fan MAO ; Yingying JIANG ; Yunning LIU ; Zhenping ZHAO ; Limin WANG ; Linhong WANG ; Maigeng ZHOU
Chinese Journal of Preventive Medicine 2021;55(11):1280-1286
Objective:To analyze the current situation of cardiovascular diseases and the exposure as well as control level of their risk factors in the Chinese residents.Methods:Based on the 2017 China Cardiovascular Health Index (hereafter referred to as CHI) study, data on the 29 indicators from three dimensions named as prevalence of cardiovascular disease, exposure to relevant risk factors, and prevention and control of risk factors of the 31 provinces in China (excluding Hong Kong, Macao and Taiwan) were obtained. To make a higher CHI score indicate better cardiovascular health levels, all the reverse metrics were firstly converted into positive metrics. Thenstandard normal conversion were adopted and a percentage score was assigned to each value according to its area proportion under the standard normal conversion distribution curve. Finally the scores of the three dimensions and the total CHI were calculated by weighted sum of these scores. Scores and ranks in each dimension were used to compare the performance in different provinces.Results:Heilongjiang, Tibet, Jilin, Henan, Xinjiang had the lowest scores in the prevalence of cardiovascular disease. Tianjin, Hebei, Liaoning, Shanxi and Beijing had the lowest scores in the exposure to relevant risk factors. Hainan, Guizhou, Yunnan, Shaanxi and Guangxi had the lowest in the prevention and control of risk factors. In terms of behavioral risk factors, smoking rates, rate of insufficient physical activity, obesity rate of adults aged 18 in the 31 provinces in China excluding Hong Kong, Macao, Taiwan were 26.80% (25.15%, 29.25%), 17.80% (11.60%, 19.45%) and 12.00% (8.90%, 17.95%), respectively. The daily per capital salt intake level was 8.6 (8.2, 9.3) g. As for metabolic risk factors, the prevalence of dyslipidemia (33.7%) exceeded hypertension (26.0%) and diabetes (9.7%), while its awareness rate (14.5%), treatment rate (7.9%) and control rate (5.4%) were all below the corresponding levels of hypertension and diabetes.Conclusion:Risk factors of cardiovascular disease in China is relatively severe and the prevention and control of dyslipidemia needs to be further strengthened.
6.Effects of video education based on multidisciplinary collaboration combined with popular science atlas in pregnant women with fetal congenital heart disease
Haina XUE ; Linhong ZHANG ; Xiaohong LI ; Lina ZHAO ; Cunying CUI ; Taibing FAN
Chinese Journal of Modern Nursing 2021;27(14):1868-1873
Objective:To explore the effects of video education based on multidisciplinary collaboration combined with popular science atlas in pregnant women with fetal congenital heart disease (CHD) .Methods:Taking the establishment time of multidisciplinary collaborative health education team in December 2019 as the boundary, the 60 cases of pregnant women with fetal CHD in the Outpatient Department of Obstetrics and Gynecology and Cardiac Surgery of Henan Provincial People's Hospital and Fuwai Central China Cardiovascular Hospital from February to November 2019 were included in the control group, and the 60 cases from December 2019 to October 2020 were included in the observation group, by convenience sampling method. The control group was given routine nursing, and the observation group was given video education based on multidisciplinary collaboration combined with popular science atlas. The scores of Exercise of Self-Care Agency Scale (ESCA) , State-Trait Anxiety Inventory-Form Y (STAI-Y) , Trait Anxiety Inventory (T-AI) , Beck Depression Inventory (BID) and Disease-Related Knowledge Mastery Questionnaire were compared between the two groups before and after intervention. Apgar score and mode of delivery were compared between the two groups.Results:After the intervention, the scores of self-care skills, self-care responsibility, health knowledge and self-concept of the observation group were higher than those of the control group, and the differences were statistically significant ( P<0.01) . The scores of STAI-Y, T-AI and BID of the observation group were all lower than those of the control group, and the differences were statistically significant ( P<0.01) . After the intervention, the scores of each dimension and total score of the disease-related knowledge mastery questionnaire of the observation group were higher than those of the control group, and the differences were statistically significant ( P<0.01) . There was no statistically significant difference in the neonatal Apgar scores at 1 min and 5 min and delivery mode between the two groups ( P>0.05) . Conclusions:Video education based on multidisciplinary collaboration combined with popular science atlas can improve the psychological states of pregnant women with fetal CHD to some extent, and enhance the mastery of disease-related knowledge and self-care ability.
7.Evaluation on effectiveness of community-based comprehensive intervention and internet-based intervention for vaccination among patients with chronic diseases
Jing FAN ; Xia LIU ; Shu CONG ; Jian XU ; Hui LI ; Min GUO ; Peiju YAN ; Xiaoyan HAN ; Lan WANG ; Linhong WANG ; Liwen FANG
Chinese Journal of Preventive Medicine 2021;55(9):1153-1158
To evaluate the effectiveness of community-based comprehensive intervention and internet-based intervention on influenza and pneumococcal vaccination in patients with diabetes or chronic obstructive pulmonary disease (COPD) in communities. Before the onset of influenza in 2015 and 2016, five demonstration areas for comprehensive prevention and control of chronic diseases were selected in the study. Patients aged 35 years old and above with diabetes and COPD were selected from selected demonstration areas as study participants. Two communities were selected from each demonstration area and randomly divided into Group A with the community-based comprehensive intervention and Group B with the combination of community-based comprehensive intervention and internet-based intervention within 6 months. The differences of vaccination knowledge, vaccination intention and vaccination proportion in study participants between the two groups before and after interventions were analyzed and compared. A total of 15 226 patients were included in the study. After the intervention the increase in the vaccine knowledge score, vaccination intention and vaccination proportion of patients in the two groups were all higher than those before the intervention. After intervention, the increase of the median score of vaccine knowledge in group B (50.00 points) was higher than that in Group A (42.86 points). The increase of influenza vaccination intention in Group B (6.91%) was higher than that in Group A (4.16%). The increase of proportion of influenza vaccination in Group B (7.35%) was lower than that in Group A (16.61%). The increase of pneumococcal vaccination intention in Group B (7.90%) was lower than that in Group A (9.08%). The proportion of pneumococcal vaccination in Group B (3.37%) was lower than that in Group A (4.06%). Community-based comprehensive intervention could improve the level of vaccine knowledge, vaccination intention and vaccination proportion of patients in this study. Combined with community-based intervention, internet-based intervention could have a better effect on improving vaccine knowledge and influenza vaccination intention, but its impact on vaccination proportion needs to be further explored.
8.Status of cardiovascular disease epidemics and its risk factors prevention and control in China: an evaluation based on China Cardiovascular Health Index of 2017
Fan MAO ; Yingying JIANG ; Yunning LIU ; Zhenping ZHAO ; Limin WANG ; Linhong WANG ; Maigeng ZHOU
Chinese Journal of Preventive Medicine 2021;55(11):1280-1286
Objective:To analyze the current situation of cardiovascular diseases and the exposure as well as control level of their risk factors in the Chinese residents.Methods:Based on the 2017 China Cardiovascular Health Index (hereafter referred to as CHI) study, data on the 29 indicators from three dimensions named as prevalence of cardiovascular disease, exposure to relevant risk factors, and prevention and control of risk factors of the 31 provinces in China (excluding Hong Kong, Macao and Taiwan) were obtained. To make a higher CHI score indicate better cardiovascular health levels, all the reverse metrics were firstly converted into positive metrics. Thenstandard normal conversion were adopted and a percentage score was assigned to each value according to its area proportion under the standard normal conversion distribution curve. Finally the scores of the three dimensions and the total CHI were calculated by weighted sum of these scores. Scores and ranks in each dimension were used to compare the performance in different provinces.Results:Heilongjiang, Tibet, Jilin, Henan, Xinjiang had the lowest scores in the prevalence of cardiovascular disease. Tianjin, Hebei, Liaoning, Shanxi and Beijing had the lowest scores in the exposure to relevant risk factors. Hainan, Guizhou, Yunnan, Shaanxi and Guangxi had the lowest in the prevention and control of risk factors. In terms of behavioral risk factors, smoking rates, rate of insufficient physical activity, obesity rate of adults aged 18 in the 31 provinces in China excluding Hong Kong, Macao, Taiwan were 26.80% (25.15%, 29.25%), 17.80% (11.60%, 19.45%) and 12.00% (8.90%, 17.95%), respectively. The daily per capital salt intake level was 8.6 (8.2, 9.3) g. As for metabolic risk factors, the prevalence of dyslipidemia (33.7%) exceeded hypertension (26.0%) and diabetes (9.7%), while its awareness rate (14.5%), treatment rate (7.9%) and control rate (5.4%) were all below the corresponding levels of hypertension and diabetes.Conclusion:Risk factors of cardiovascular disease in China is relatively severe and the prevention and control of dyslipidemia needs to be further strengthened.
9.Analyses of the rate of spirometry examination and its related factors in chronic obstructive pulmonary diseasepatients aged 40 years or older in China, 2014-2015
Xueli LYU ; Shu CONG ; Jing FAN ; Yang ZHANG ; Ning WANG ; Heling BAO ; Baohua WANG ; Qian WANG ; Linhong WANG ; Liwen FANG
Chinese Journal of Epidemiology 2020;41(5):672-677
Objective:To understand the rate of spirometry examination and its related factors among chronic obstructive pulmonary disease (COPD) patients aged ≥40 years in China from 2014 to 2015, and provide evidence for diagnosis, treatment and management of COPD patients normatively.Methods:Data were obtained from 2014-2015 COPD surveillance, China. The previous lung function examination status and other information of the subjects were collected by face-to-face survey. We defined COPD as a post-bronchodilator FEV 1: FVC less than 70%. A total of 9 130 COPD patients were included in the analysis of this study. The rate of spirometry examination and its 95% confidence interval ( CI) were estimated in COPD patients aged ≥40 years with complicated sampling weights. Meanwhile, the spirometry examination related factors were analyzed. Results:The estimated rate of spirometry examination among COPD patients was 5.9% (95% CI: 4.9%-6.9%), 6.1% (95% CI: 5.2%-7.1%) for men and 5.3% (95% CI: 4.0%-6.6%) for women. The rate was significantly higher in urban population than in rural ( P<0.001). With the increase of education level, the rate of spirometry examination among COPD patients increased gradually ( P<0.001). The rate of spirometry examination was 4.0% (95% CI: 3.1%-4.9%) among COPD patients in agricultural industry. The rate of spirometry examination among COPD patients with awareness of pulmonary function test was 32.3% (95% CI: 26.4%-38.1%). The rate of spirometry examination among COPD patients with previous chronic respiratory disease and respiratory symptoms were 13.7%(95% CI:11.5%-15.9%), 8.8%(95% CI:7.2%-10.4%), respectively. The rate of spirometry examination among COPD patients exposed to occupational dust and/or harmful gases was 5.7% (95% CI: 4.6%-6.9%). The rate of spirometry examination in former smokers among COPD patients was 10.2% (95% CI: 8.0%-12.4%), higher than those in current smokers (4.2%, 95% CI: 3.3%-5.1%) and non-smokers (6.3%, 95% CI: 5.1%-7.6%). Conclusion:The rate of spirometry examination is extremely low among COPD patients aged ≥40 in China, and the standardized diagnosis, treatment and management of COPD patients need to be improved urgently.
10.Analysis in medication treatment and its related factors among patients with chronic obstructive pulmonary disease aged 40 years or older in China, 2014-2015
Yang ZHANG ; Ning WANG ; Jing FAN ; Shu CONG ; Xueli LYU ; Baohua WANG ; Heling BAO ; Linhong WANG ; Liwen FANG
Chinese Journal of Epidemiology 2020;41(5):678-684
Objective:To understand the medication treatment rate and its associated factors among chronic obstructive pulmonary disease (COPD) patients aged ≥40 years in China, and to provide basic data for targeted interventions to improve the diagnosis and treatment of COPD patients.Methods:Data were from COPD surveillance of Chinese residents in 2014-2015. Questionnaire and pre-bronchodilator and post-bronchodilator spirometry were performed on all respondents. Individuals with post-bronchodilator FEV 1/FVC<70% were diagnosed as COPD patients. A total of 9 120 COPD patients were included in the analysis. Based on the complex sampling design, the medication treatment rate and 95% CI among COPD patients were estimated, and the associated factors were analyzed. Results:The medication treatment rate for COPD patients aged ≥40 years was 11.7% (95% CI: 10.2%-13.0%), the treatment rate with inhaled medication was 3.4% (95% CI: 2.9%-4.0%), and the treatment rate with oral or intravenous medication was 10.4% (95% CI: 9.0%-12.0%). All treatment rates were higher in patients who knew that they had COPD before the investigation. The rate of medication treatment in patients aged ≥60 years was higher than that in patients aged <60 years. Medication treatment rate, and oral or intravenous medication treatment rate among women were higher than those among men. These two treatment rates in patients with harmful occupational exposure were higher than those in patients without exposure. The medication treatment rate, and oral or intravenous medication treatment rate in former smokers were higher than those in current smokers and never smokers. Patients who knew that they had COPD before the investigation had higher rates of three treatments than those who were not aware of their disease conditions. Those with respiratory symptoms had higher three treatments rates than those without symptoms. Conclusion:In China, the rate of medication treatment for COPD patients aged ≥40 years old, especially the rate of inhaled medication treatment was very low. Being aware of their own COPD status and the emergence of respiratory symptoms were important factors associated with COPD medication treatment. Early diagnosis of COPD should be strengthened and the level of standardized treatment for patients should be improved.

Result Analysis
Print
Save
E-mail