1.Evaluation for real-world application of domestic and imported medical devices in Liaoning province
Hongling LI ; Han LI ; Shuang LI ; Yanxia LI ; Lijuan WANG ; Guowei PAN ; Wei SUN
China Medical Equipment 2025;22(6):108-112
Objective:To investigate the current status of real time application of domestic and imported medical device in the real-world in Liaoning province,and provide data support for the promotion and application of domestic medical device.Methods:Data of the usage of medical device were collected from 77 medical institutions at all levels in 9 urban-rural demonstration regions with representativeness in Liaoning Province from November 2017 to June 2020.Descriptive analysis was used to characterize the distribution of medical device,which data were collected in urban-rural medical institutions at all levels in Liaoning Province.The total amount of receiving test of medical device,and the tested amount of each device in each month in urban-rural medical institutions at all levels were calculated.The median value of monthly average number of persons who received test of various kind of domestic and imported medical device in each month in hospitals with third level and secondary level were also calculated.Results:The total number of device that were collected from 77 medical institutions in 9 demonstration regions in Liaoning province was 325,among of which there were 153 domestic device(accounting for 47.1%)and 172 imported devices(accounting for 52.9%).A total of 6,261,000 person-time valid records were collected from 77 medical institutions,which average test number was 5,562 person-time in each device and each month.The total number of person-times of domestic device in diagnosis and treatment was 1,380,000 person-times(accounting for 22.0%),and that of imported devices was 4,881,000 person-times(accounting for 78.0%).The average test number of each device of domestic device in each month was 2,334 person-times(accounting for 42.0%),and that of imported device in each month was 3,228 person-times(accounting for 58.0%).In urban regions,imported device were dominant,while domestic medical device were dominant in rural regions in Liaoning province.The overall usage frequency of imported medical device was higher in hospitals with third level or secondary level,while the usage frequency of domestic medical device was higher in grassroots medical institutions.Conclusion:There are differences in the real time usage between domestic and imported medical device among 77 medical institutions at all levels in 9 demonstration regions in Liaoning province.Urban regions mainly tend to use imported device,while rural regions more tent to use domestic device.
2.Application of a wearable visual field meter based on extended reality glasses in macular disease
Jing YUAN ; Xingchang WANG ; Xiquan SUN ; Huiguang JIAO ; Qian WANG ; Yanxia TONG ; Biyue TU ; Xixi YAN ; Zhen ZHAO ; Xiaojie OU ; Sawut ABDULLA
Chinese Journal of Experimental Ophthalmology 2025;43(11):1035-1040
Objective:To evaluate the application effect of a wearable visual field meter based on extended reality (XR) glasses for patients with macular disease.Methods:A self-controlled study was conducted.A total of 41 consecutive patients (41 eyes) with macular disease were recruited at Renmin Hospital of Wuhan University from October 2022 to October 2024.All patients underwent 10-2 center visual field test using a self-developed wearable visual field meter (XRVF), and the results were compared with those obtained using a traditional Humphrey field analyzer (HFA).The comparison parameters included mean retinal sensitivity (MS), false positive rate (FPR), false negative rate (FNR), and testing duration.A subject satisfaction questionnaire was administered.This study followed the Declaration of Helsinki.The study protocol was approved by the Medical Ethics Committee of Renmin Hospital of Wuhan University (No.WDRY2024-K263), and all subjects signed the informed consent form.Results:The retinal sensitivity of patients measured by HFA was (23.24±3.71)dB, which was higher than (22.01±3.45)dB by XRVF, showing a statistically significant difference ( t=4.924, P=0.036).The FPR measured by HFA and XRVF were (2.39±2.51)% and (2.59±3.29)%, respectively, and the FNR were (3.49±6.05)% and (3.74±5.38)%, respectively, showing no statistically significant difference ( t=-3.624, P=0.948; t=-1.241, P=0.519).The median test duration for HFA and XRVF was 6.15 (5.78, 6.65) and 5.98 (5.71, 6.69)minutes, respectively, without statistically significant difference ( Z=-1.987, P=0.953).92.6% of the subjects thought the device was comfortable, simple and practical. Conclusions:The XRVF has good consistency with the HFA, can effectively and reliably evaluate the visual field function of patients with macular disease, and is easily accepted by patients.
3.Analysis of current status and influencing factors of knowledge, attitude, and practice of post-intensive care syndrome
Wenhao WU ; Yun RAO ; Zhi WANG ; Pingang LI ; Yanmei TONG ; Guiping ZHANG ; Yanxia SHAO ; Boshan TONG ; Wei SUN
Chinese Journal of Digestive Surgery 2025;24(10):1326-1332
Objective:To investigate the current status of knowledge, attitude, and practice (KAP) of intensive care unit (ICU) medical staff for post-intensive care syndrome (PICS) and explore its influencing factors.Methods:The cross-sectional investigation study with stratified sampling was conducted. From June to September 2024, ICU medical staff from general hospitals in 5 regions (Chongqing, Beijing, Shaanxi, Jiangsu, and Gansu) were selected as the research subjects. The KAP of PICS questionnaire was distributed in the form of an electronic questionnaire. Observation indicators: (1) results of the questionnaire survey; (2) general information of ICU medical staff; (3) KAP scores of PICS and the correlation among various dimensions; (4) analysis of influencing factors for KAP of PICS. Comparison of measurement data with normal distribution between groups was conducted using the independent samples t test. One-way analysis of variance (ANOVA) was applied for com-parison among multiple groups, and post-hoc LSD test was used for pairwise comparison. Comparison of count data between groups was conducted using the chi-square test. Pearson correlation analysis was adopted for correlation analysis. Multiple linear regression analysis was used for univariate and multivariate analyses. Results:(1) Results of questionnaire survey. A total of 410 questionnaires were distributed and retrieved, among which 408 were valid, with an effective rate of 99.512%(408/410). (2) General information of ICU medical staff. Among the 408 ICU medical staff, there were 79 males and 329 females. Eight cases were under 25 years old, 248 cases were 25-35 years old, 132 cases were 36-40 years old, and 20 cases were over 40 years old. In terms of professional title, there were 10 junior nurses, 130 junior nurse practitioners, 228 intermediate nurse practitioners, and 40 senior nurse practitioners. About the educational background, 34 cases had a junior college degree, 347 cases had a bachelor's degree, and 27 cases had a master's degree or above. Regarding the hospital level, 25 nurses worked in secondary hospitals and 383 cases in tertiary hospitals. In terms of ICU type, 181 cases were from specialized ICU and 227 cases from general ICU. About working experience in ICU, 41 nurses had less than 5 years, 207 cases had 5-10 years, and 160 cases had more than 10 years. (3) KAP scores of PICS and the correlation among various dimensions. The total KAP score of PICS among the 408 ICU medical staff was 88.7±14.2, with 40.2±9.2 for the knowledge dimension, 22.0±5.6 for the attitude dimension, and 26.5±6.3 for the practice dimension. Pearson correlation analysis showed that the knowledge dimension of PICS among ICU medical staff was significantly positively correlated with both the attitude dimension and the practice dimension ( r=0.15, 0.69, P<0.05); the attitude dimension was positively correlated with the practice dimension ( r=0.23, P<0.05).(4) Analysis of influencing factors for KAP of PICS. Results of multivariate analysis showed that age (25-35 years old, 36-40 years old, over 40 years old), educational background and hospital level were independent influencing factors for the KAP of PICS among ICU medical staff ( t=2.23, 1.97, 2.84, 0.15, 2.04, P<0.05). Conclusions:The KAP of PICS among ICU medical staff is relatively good, while their practical ability still needs to be improved. Age, educational background, and hospital level are independent influencing factors for the KAP of PICS among ICU medical staff.
4.Clinical and pathogenic characteristics and prognosis of 47 patients with Candida bloodstream infection
Tiantian ZHANG ; Huan WANG ; Li CHEN ; Lifen FENG ; Yanxia SUN ; Yafei HAN
Chinese Journal of Infection Control 2025;24(7):967-974
Objective To analyze the clinical and pathogenic characteristics,as well as influencing factors for the prognosis of patients with Candida bloodstream infection(CBSI).Methods Clinical data of 47 CBSI patients in a hospital from January 2015 to September 2024 were collected.Distribution of departments and infection strains,an-timicrobial resistance,and influencing factors for the poor prognosis of patients were analyzed.Results A total of 51 strains of Candida were detected from 47 CBSI patients,mainly from the intensive care unit(ICU;n=25,53.2%),department of intestinal fistula surgery(n=8,17.0%),and department of respiratory medicine(n=4,8.6%),et al.The main detected pathogens were Candida albicans(n=29,56.9%),Candida tropicalis(n=7,13.7%),Candida glabrata(n=6,11.8%),and Candida parapsilosis(n=6,11.8%).Resistance rate of Candida albi-cans to fluconazole was 11.5%(3/26).According to the prognosis results,patients were divided into a good prog-nosis group(n=26,55.3%)and a poor prognosis group(n=21,44.7%).Univariate analysis showed statistically significant differences between patients in the good prognosis group and the poor prognosis group in terms of abso-lute neutrophil count,ICU admission,mechanical ventilation,tracheal intubation,gastrointestinal hemorrhage/per-foration,and surgical treatment(lesion clearance,drainage or unblocking for obstruction)(all P<0.05).Prelimi-nary multivariate logistic regression analysis showed that gastrointestinal hemorrhage/perforation was a potential risk factor for the poor prognosis in CBSI patients(OR=11.156,95%CI:1.434-86.809,P=0.021).Conclusion The detected CBSI strains are mainly Candida albicans,and gastrointestinal hemorrhage/perforation may be one of the potential risk factors affecting the prognosis of CBSI patients.These patients are generally in critical condition and should be detected and treated as early as possible to improve their prognosis.Due to the small amount of speci-mens,further research is still needed for confirmation.
5.Progress in practice of infectious disease epidemiology in China
Weizhong YANG ; Luzhao FENG ; Zhongjie LI ; Yu LI ; Qiangru HUANG ; Xuancheng HU ; Zeni WU ; Xiaodan FAN ; Ting ZHANG ; Qing WANG ; Yanxia SUN ; Jianxing YU ; Enmin DING ; Mengmeng JIA
Chinese Journal of Epidemiology 2025;46(7):1276-1282
With the change of infectious disease incidence pattern and the development of related technologies, progresses have been made in the research of infectious disease epidemiology. In recent years, due to the change in the requirements of infectious disease prevention and control, the research focus has expanded from common infectious diseases to diseases which have been eliminated or might be eliminated, as well as emerging and re-emerging infectious diseases. Infectious disease data has been characterized by multiple sources and modalities. Along with the rapid development of pathogen detection methods, infectious disease surveillance has shifted from a single disease-targted one to a comprehensive one. Moreover, novel technologies such as multi-omics and artificial intelligence have been applied in infectious disease epidemiology research. The international cooperation in this field has become increasingly crucial, and the revision of the International Health Regulations and the negotiation of pandemic agreement will have a profound impact. In the future, infectious disease epidemiology research will develop with more powerful tools to improve its capabilities.
6.Evaluation for real-world application of domestic and imported medical devices in Liaoning province
Hongling LI ; Han LI ; Shuang LI ; Yanxia LI ; Lijuan WANG ; Guowei PAN ; Wei SUN
China Medical Equipment 2025;22(6):108-112
Objective:To investigate the current status of real time application of domestic and imported medical device in the real-world in Liaoning province,and provide data support for the promotion and application of domestic medical device.Methods:Data of the usage of medical device were collected from 77 medical institutions at all levels in 9 urban-rural demonstration regions with representativeness in Liaoning Province from November 2017 to June 2020.Descriptive analysis was used to characterize the distribution of medical device,which data were collected in urban-rural medical institutions at all levels in Liaoning Province.The total amount of receiving test of medical device,and the tested amount of each device in each month in urban-rural medical institutions at all levels were calculated.The median value of monthly average number of persons who received test of various kind of domestic and imported medical device in each month in hospitals with third level and secondary level were also calculated.Results:The total number of device that were collected from 77 medical institutions in 9 demonstration regions in Liaoning province was 325,among of which there were 153 domestic device(accounting for 47.1%)and 172 imported devices(accounting for 52.9%).A total of 6,261,000 person-time valid records were collected from 77 medical institutions,which average test number was 5,562 person-time in each device and each month.The total number of person-times of domestic device in diagnosis and treatment was 1,380,000 person-times(accounting for 22.0%),and that of imported devices was 4,881,000 person-times(accounting for 78.0%).The average test number of each device of domestic device in each month was 2,334 person-times(accounting for 42.0%),and that of imported device in each month was 3,228 person-times(accounting for 58.0%).In urban regions,imported device were dominant,while domestic medical device were dominant in rural regions in Liaoning province.The overall usage frequency of imported medical device was higher in hospitals with third level or secondary level,while the usage frequency of domestic medical device was higher in grassroots medical institutions.Conclusion:There are differences in the real time usage between domestic and imported medical device among 77 medical institutions at all levels in 9 demonstration regions in Liaoning province.Urban regions mainly tend to use imported device,while rural regions more tent to use domestic device.
7.Construction and validation of prediction models for delayed encephalopathy after acute carbon monoxide poisoning based on machine learning
Yanwu YU ; Yan ZHANG ; Ding YUAN ; Huihui HAO ; Fang YANG ; Hongyi YAN ; Pin JIANG ; Mengnan GUO ; Zhigao XU ; Changhua SUN ; Gaiqin YAN ; Lu CHE ; Jianjun GUO ; Jihong CHEN ; Yan LI ; Yanxia GAO
Chinese Journal of Emergency Medicine 2025;34(10):1403-1409
Objective:s To investigate the risk factors for delayed encephalopathy after acute carbon monoxide poisoning (DEACMP) in patients with acute carbon monoxide poisoning (ACOP) and to develop predictive models based on machine learning algorithms.Methods:Patients with ACOP hospitalized at the First Affiliated Hospital of Zhengzhou University from August 2019 to October 2024 were included, with the occurrence of DEACMP as the outcome measure. The dataset was randomly divided into training and validation sets at a ratio of 7:3. Lasso regression was used to select features influencing the outcome in training sets. Nine machine learning models—including Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)—were constructed. Receiver operating characteristic (ROC) curves were plotted and the area under the curve (AUC) calculated for each model. Calibration curves were used to assess accuracy, and decision curve analysis (DCA) was applied to evaluate clinical utility. The SHapley Additive exPlanations (SHAP) method was employed to visualize and interpret the best-performing model.Results:A total of 264 ACOP patients were included, of whom 54 (20.5%) developed DEACMP. Lasso regression identified eight key feature variables. Based on these factors, predictive models were constructed, showing good AUC stability across the nine machine learning models in both training (0.92–0.99) and validation sets (0.85–0.91). The RF model performed best, with an AUC of 0.99 in the training set and 0.90 in the validation set; its calibration curve and DCA curve also demonstrated excellent performance. SHAP analysis of the RF model revealed the importance ranking of factors from highest to lowest as follows: Glasgow Coma Scale (GCS) score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, diastolic blood pressure (DBP), and drinking history.Conclusions:The RF model exhibited the highest predictive performance for DEACMP occurrence in ACOP patients. The influencing factors, ranked in order of importance from highest to lowest, are as follows: GCS score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, DBP, and drinking history.
8.Analysis of abnormal ALT in blood donors in five Zang autonomous prefectures of Qinghai Province, China: characteristics and screening strategies
Yingnan DANG ; ; Rong TANG ; Liqin HUANG ; Hailin WU ; Tingting CHEN ; Shengju LI ; Yanli SUN ; Xin ZHENG ; Yanxia LI ; Xianlin YE ; Jinfeng ZENG
Chinese Journal of Blood Transfusion 2025;38(4):502-507
[Objective] To investigate the factors associated with alanine aminotransferase (ALT) abnormalities in multi-ethnic blood donors across five Zang autonomous prefectures in the plateau regions of Qinghai Province, and to provide evidence for ensuring blood safety and formulating screening strategies. [Methods] A retrospective analysis was performed on the ALT abnormal test results of blood donors in the Zang autonomous prefectures of Qinghai from 2022 to 2024. The correlations between ALT levels and factors including gender, age, altitude, and infectious markers were investigated. [Results] The overall ALT unqualified rate among blood donors in this region was 9.01%. Significant differences in ALT levels were observed across genders and age groups (P<0.05). Variations in ALT abnormality rates were also noted among different plateau regions (P<0.05). Overall, ALT values exhibited an increasing trend with rising altitude. The average ALT unqualified rates were 11.19% in Zang donors, 7.96% in Han donors, and 4.79% in donors from other ethnic groups (P<0.05). No statistically significant association was observed between ALT abnormality and the presence of HBV/HCV infectious markers (P>0.05). [Conclusion] In the plateau areas of Qinghai, multi-ethnic blood donors have a relatively high ALT levels and ALT unqualified rates, showing distinct regional characteristics. ALT elevation in voluntary blood donors is related to non-pathological factors such as gender, age, and dietary habits, but not to infectious indicators.
9.Improvement of the content determination method for isosorbide dinitrate tablets
Yanxia ZHANG ; Feng HAN ; Yujian QIAN ; Xiaofei YUN ; Ying SUN
Drug Standards of China 2025;26(5):556-560
Objective:To analyze the reasons for the low results obtained by the determination of isosorbide dini-trate tablets content using the methods in the Chinese Pharmacopoeia and to improve the content determination method.Methods:The content of isosorbide dinitrate in 10 tablets was determined by high-performance liquid chromatography(HPLC)using a Phenomenex Luna C18 column(4.6 mm ×250 mm,5 μm)for separation,with a mobile phase of methanol-water(54∶46),a flow rate of 1.0 mL·min-1,and a UV detector set at a wavelength of 230 nm.The average content of 10 tablets was taken as the result of the content determination.Results:Isosor-bide dinitrate showed good linearity in the range of 49.22 to 1 230.5 μg·mL-1(r=0.999 96);the relative stand-ard deviation was 0.11%,the recovery rate was 96.0%,and the RSD was 1.5%(n=9).Conclusion:This method simplifies the experimental operations and steps,can eliminate the interference factors introduced by the original method,and improves the accuracy of the detection results.
10.Effects of meropenem exposure and degradation levels on clinical efficacy in patients with purulent meningitis
Tongtong LI ; Jiantong SUN ; Xianglong CHEN ; Peng DENG ; Yanping XUE ; Yao XIAO ; Lijuan YANG ; Jinhui XU ; Yanxia YU ; Lian TANG
China Pharmacy 2025;36(24):3084-3090
OBJECTIVE To explore the effects of meropenem exposure and degradation levels on clinical efficacy in patients with purulent meningitis (PM). METHODS A total of 131 PM patients treated with meropenem at the Affiliated Suzhou Hospital of Nanjing Medical University from January 2022 to June 2025 were prospectively included. Relevant data were collected and divided into a cured group (91 cases) and a non-cured group (40 cases) based on the efficacy. High-performance liquid chromatography-tandem mass spectrometry was used to determine the concentration of meropenem and its open-loop metabolites. Risk factors that affect efficacy were screened, and their predictive power and correlation were evaluated by univariate analysis, and multivariate Logistic regression analysis, receiver operating characteristic (ROC) curves, and correlation analysis. RESULTS Univariate analysis showed that serum creatinine, creatinine clearance rate, minimum inhibitory concentration of meropenem ≥16 μg/mL, cerebrospinal fluid red blood cell count, cerebrospinal fluid white blood cell count, cerebrospinal fluid glucose content, blood trough concentration, blood open-loop metabolite concentration/trough concentration ratio, and intrathecal injection were all correlated with efficacy (P<0.05). The results of multiple Logistic regression analysis showed that serum creatinine blood open-loop metabolite concentration/trough concentration ratio, intrathecal injection, and cerebrospinal fluid glucose content were influencing factors for suboptimal anti-infective ltt efficacy (P<0.05). ROC curve analysis showed that when the blood open-loop metabolite concentration/trough concentration ratio was greater than 2.854 (AUC=0.647), serum creatinine was less than 59.5 μmol/L (AUC=0.647), and cerebrospinal fluid glucose content was less than 3.37 mmol/L (AUC=0.709), the risk of treatment failure significantly increased (P<0.05). Correlation analysis showed that the blood trough concentration of meropenem was positively correlated with the concentration of its open-loop metabolites (R 2=0.134 5, P<0.000 1). CONCLUSIONS Insufficient exposure level and rapid degradation of meropenem are key mechanisms affecting the anti-infective efficacy of PM. Elevated blood open-loop metabolite concentration/ trough concentration ratio, low serum creatinine level, lack of intrathecal injection, and low cerebrospinal fluid glucose content are independent risk factors for poor efficacy.

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