1.Perceived stress and occupational burnout among hospital staff in Guangzhou tertiary hospitals
Wenli ZHOU ; Xiaoyi WU ; Yichen YE ; Liman WU ; Biyun CHEN ; Yi SHEN
Journal of Environmental and Occupational Medicine 2025;42(3):354-359
Background Staff in tertiary hospitals are a high-risk group for occupational burnout. Timely identification and precise intervention are crucial for improving healthcare service quality. However, comparative studies on perceived stress and occupational burnout among hospital staff in different positions are lacking. Objective To describe the status of perceived stress and occupational burnout among hospital staff in different positions and compare the differences, explore the relationship between perceived stress and occupational burnout, and identify the influencing factors of occupational burnout. Methods In May 2022,
2.Construction of a Diagnostic Model for Traditional Chinese Medicine Syndromes of Chronic Cough Based on the Voting Ensemble Machine Learning Algorithm
Yichen BAI ; Suyang QIN ; Chongyun ZHOU ; Liqing SHI ; Kun JI ; Chuchu ZHANG ; Panfei LI ; Tangming CUI ; Haiyan LI
Journal of Traditional Chinese Medicine 2025;66(11):1119-1127
ObjectiveTo explore the construction of a machine learning model for the diagnosis of traditional Chinese medicine (TCM) syndromes in chronic cough and the optimization of this model using the Voting ensemble algorithm. MethodsA retrospective analysis was conducted using clinical data from 921 patients with chronic cough treated at the Respiratory Department of Dongfang Hospital, Beijing University of Chinese Medicine. After standardized processing, 84 clinical features were extracted to determine TCM syndrome types. A specialized dataset for TCM syndrome diagnosis in chronic cough was formed by selecting syndrome types with more than 50 cases. The synthetic minority over-sampling technique (SMOTE) was employed to balance the dataset. Four base models, logistic regression (LR), decision tree (dt), multilayer perceptron (MLP), and Bagging, were constructed and integrated using a hard voting strategy to form a Voting ensemble model. Model performance was evaluated using accuracy, recall, precision, F1-score, receiver operating characteristic (ROC) curve, area under the curve (AUC), and confusion matrix. ResultsAmong the 921 cases, six syndrome types had over 50 cases each, phlegm-heat obstructing the lung (294 cases), wind pathogen latent in the lung (103 cases), cold-phlegm obstructing the lung (102 cases), damp-heat stagnating in the lung (64 cases), lung yang deficiency (54 cases), and phlegm-damp obstructing the lung (53 cases), yielding a total of 670 cases in the specialized dataset. High-frequency symptoms among these patients included cough, expectoration, odor-induced cough, throat itchiness, itch-induced cough, and cough triggered by cold wind. Among the four base models, the MLP model showed the best diagnostic performance (test accuracy: 0.9104; AUC: 0.9828). Compared with the base models, the Voting ensemble model achieved superior performance with an accuracy of 0.9289 on the training set and 0.9253 on the test set, showing a minimal overfitting gap of 0.0036. It also achieved the highest AUC (0.9836) in the test set, outperforming all base models. The model exhi-bited especially strong diagnostic performance for damp-heat stagnating in the lung (AUC: 0.9984) and wind pathogen latent in the lung (AUC: 0.9970). ConclusionThe Voting ensemble algorithm effectively integrates the strengths of multiple machine learning models, resulting in an optimized diagnostic model for TCM syndromes in chronic cough with high accuracy and enhanced generalization ability.
3.Clinical significance of HOXB4 gene expression levels in myelodysplastic syndromes
Yichen WANG ; Yanwen YAN ; Meihui SONG ; Xiangjun XUE ; Wenguang ZHOU ; Yuquan LI ; Ling QI ; Guanghua LI ; Xiangzong ZENG
The Journal of Practical Medicine 2024;40(3):321-325
Objective To investigate the expression of HOXB4 gene in patients with myelodysplastic syn-dromes(MDS)and its clinical significance in disease progression.Methods mRNA expression of HOXB4 gene in bone marrow mononuclear cells was detected by real-time fluorescence quantitative PCR(RT-qPCR),and the difference in HOXB4 expression was compared between 49 patients with MDS(MDS group)and 35 patients without MDS(group C).The relationship of mRNA expression of HOXB4 with disease characteristics and clinical prognosis was explored in MDS patients.Results mRNA expression level of HOXB4 gene was higher in MDS group than that in group C(P<0.05).The patients were divided into a high-and a low-expression group according to the median expression level of HOXB4.Leukocyte count was lower in the high-expression group in the low-expression group at the time of initial diagnosis.The proportion of patients with subtypes of primitive cellular hyperplasia,poor prognostic staging and leukemic transformation was higher in the high-expression group than in the low-expression group.Conclusions mRNA expression level of HOXB4 gene has certain relation with AML transformation in MDS patients.
4.Influence of gestational weight gain and preconception body mass index on overweight and obesity of school-age children
Caixia HU ; Tianfeng WU ; Hua CHEN ; Sen WANG ; Yichen CHEN ; Jiayi SHENG ; Lianghong SUN ; Xiaobin QU ; Yi ZHOU ; Pinqing BAI
Chinese Journal of Child Health Care 2024;32(3):248-254
【Objective】 To understand the prevalence of overweight/obesity among school-age children in Pudong New Area of Shanghai, and to explore the influence of gestational weight gain and pre-pregnancy body mass index (BMI) on weight status of school-age children. 【Methods】 From November to December 2020,a stratified cluster sampling method was adopted to select first-grade students from 13 primary schools in Pudong New Area of Shanghai.After matching with the birth monitoring database, 755 students with complete birth information were selected as the study subjects.The relevant information of mothers before and during pregnancy was retrospectively collected, and the effects of pregnancy weight gain combined with pre-pregnancy BMI on overweight/obesity in school-age children were analyzed. 【Results】 1) The prevalence rates of overweight and obesity of first-grade children were 15.89% and 18.41%, respectively.2) Maternal excessive weight gain during pregnancy (OR=1.678) and overweight/obesity before pregnancy (OR=2.315,2.412) were risk factors for overweight/obesity of the offspring at school age(P<0.05).3) For mothers who were underweight before pregnancy, excessive weight gain during pregnancy was associated with overweight/obesity in school-age children in their offspring (OR=7.436, 95%CI: 1.489 - 37.143,P<0.05).4) Excessive weight gain during pregnancy combined with overweight/obesity before pregnancy significantly increased the risk of overweight/obesity in offspring (OR=3.606, 95%CI: 2.030 - 6.405, P<0.05). Mothers who gained a moderate amount of weight during pregnancy and were emaciated before pregnancy had a significantly lower risk of overweight/obesity in their school-age children (OR=0.217, 95%CI: 0.049 - 0.967, P<0.05). 【Conclusion】 Excessive weight gain during pregnancy increases the risk of overweight/obesity in school-age children in their offspring, strengthening pregnancy health education and perinatal care to help pregnant women maintain appropriate weight gain during pregnancy may be an important and novel strategy to prevent childhood obesity.
5.Associations between 4 lipid biomarkers and cardiometabolic multimorbidity development in middle aged and old adults in China
Yichen JIN ; Yangyang CHENG ; Yaguan ZHOU ; Yue ZHANG ; Hui WANG ; Xiaolin XU
Chinese Journal of Epidemiology 2024;45(7):923-931
Objective:To estimate the longitudinal association between serum lipid biomarkers and the development of cardiometabolic multimorbidity (CMM) in middle-aged and old adults (≥45) in China, while examining effect differences among degree of dyslipidemia aggregation and various dyslipidemia combination patterns.Methods:Based on data from the China Health and Retirement Longitudinal Study (2011-2018), logistic regression analysis was used to evaluate the associations of TC, LDL-C, HDL-C, TG (4 forms of dyslipidemias), degree and pattern of dyslipidemia combination with CMM. We also used restricted cubic splines to show the dose-response associations between 4 lipid biomarkers and CMM development.Results:Of the 6 522 participants included, 590 (9.05%) developed CMM. After adjusting for covariates, all 4 forms of dyslipidemias were positively associated with CMM development (high TC: OR=1.33, 95% CI: 1.03-1.71; high LDL-C: OR=1.35, 95% CI: 1.05-1.75; low HDL-C: OR=1.45, 95% CI: 1.19-1.77; high TG: OR=1.50, 95% CI: 1.20-1.88). The U-shaped dose-response relationship between LDL-C and CMM development was observed ( P for non-linear =0.022). The odds of CMM increased with the increase of dyslipidemias forms, which was highest in those with ≥3 forms of dyslipidemias ( OR=2.02, 95% CI: 1.33-3.06). In various dyslipidemia form combinations, the possibility of CMM development was highest in those with high TC, high LDL-C and low HDL-C ( OR=3.54, 95% CI: 1.40-8.67). High TC and high LDL-C were significantly associated with CMM development in people without cardiometabolic diseases. Low HDL-C was positively associated with diabetes and CMM development in participants without cardiometabolic diseases, cardiovascular disease (CVD) followed by diabetes, and diabetes followed by CVD. High TG was positively associated with diabetes and CMM in participants without cardiometabolic diseases, and diabetes followed by CVD. Conclusions:A total of 4 forms of dyslipidemia were all independently associated with CMM development in middle-aged and old adults in China. The dose-response relationship between LDL-C level and CMM development was U-shaped. The aggregation of 4 forms of dyslipidemia were associated with the development of CMM. Low HDL-C and high TG were significantly associated with multiple patterns of cardiometabolic diseases development.
6.Recent advance in role of mitochondrial transfer in spinal cord injury
Sijia PENG ; Yichen MENG ; Miao HU ; Xuhui ZHOU
Chinese Journal of Neuromedicine 2024;23(6):613-617
Mitochondrial dysfunction after spinal cord injury (SCI) is recognized as a crucial pathological mechanism for secondary SCI. Studies have indicated that mitochondrial transfer plays a significant role in the process of neural regeneration following injury. After mitochondria migrating to injured neurons, they mainly function via enhancing the energy metabolism level of damaged neurons and reducing oxidative stress. In this article, we present an exhaustive overview on mechanism of mitochondrial transfer, and impact on neural regeneration after mitochondrial transfer so as to provide valuable insights for further exploring the role of mitochondrial transfer in SCI progression and offer innovative perspective on potential therapeutic strategies for SCI.
7.Clinical study on treatment of Diabetic foot with negative pressure of wound surface combined with periosteal distraction
Jing LI ; Yichen ZHOU ; Dezhong HENG
Journal of Clinical Surgery 2024;32(7):763-766
Objective To explore the clinical study of the treatment of Diabetic foot with wound negative pressure treatment(NPWT)combined with periosteal distraction.Methods 129 patients with Diabetic foot admitted to our hospital from June 2022 to April 2023 were randomly divided into a combination group(n=43),a negative pressure group(n=43),and a control group(n=43).The control group was treated with conventional treatment,the negative pressure group was treated with NPWT,and the combined group was combined with periosteal distraction technique on the basis of the negative pressure group.The treatment efficiency,inflammatory index level,peripheral blood picture level,visual pain(VAS)score,and foot related index level of the three groups were compared.Results After 4 weeks of treatment,the scores of pain scale(VAS),white blood cell count(WBC),Calcitonin(PCT),Interleukin 6(IL-6),and high-sensitivity C-reactive protein(hs CRP)in the combined group were lower than those in the other two groups(P<0.05);The effective rate,foot temperature,toe blood oxygen,Ankle-brachial pressure index,vascular diameter,blood flow velocity,and perfusion index(PI)of the combined group were higher than those of the other two groups(P<0.05).Conclusion The combination of wound negative pressure therapy and periosteal distraction surgery can effectively alleviate pain,improve foot blood supply,and alleviate inflammatory reactions.
8.Effect of Median Nerve Electrical Stimulation on Synaptic Plasticity in Ischemic Stroke Rats
Chengcai ZHANG ; Rong NING ; Na CHEN ; Yichen PENG ; Li ZHOU ; Xichen YANG ; Jingyi LU ; Pengyue ZHANG ; Rui LI
Journal of Kunming Medical University 2023;44(12):6-12
Objective To investigate the effects and mechanisms of median nerve electrical stimulation on synaptic plasticity in ischemic stroke rats.Methods 18 healthy male SD rats were randomly divided into Sham group(n = 6),ischemic stroke group(MCAO group,n = 6)and median nerve electrical stimulation group(MNES group,n = 6).The left middle cerebral artery occlusion model of rats was established by thread plug method.Thread plug was not inserted in sham group.The median nerve electrical stimulation group was given median nerve electrical stimulation intervention on the 3rd day after modeling,and intervention on the next day.After intervention for 7 times,behavioral detection,HE staining was used to detect median nerve injury.Nissl staining was used to detect cerebral infarction volume.Western blot was used for detection of the expression level of proteins related to synaptic plasticity,and electron microscopy was performed.Results HE staining showed that median nerve electrical stimulation did not cause damage to the median nerve in stroke rats,and the median nerve membrane was intact without obvious inflammatory cells.Compared with MCAO group,the neural function,motor function and coordination of the injured forelimb in MNES group were significantly improved(P<0.01).Compared with MCAO group,cerebral infarction volume in MNES group was significantly reduced(P<0.05),the pyknosis of Nissl bodies in ischemic penumbra decreased.Compared with MCAO group,the expression levels of synaptic plastication-related proteins PSD95 and synI in the cortex of MNES group were significantly up-regulated after median nerve electrical stimulation(P<0.05),the number of synapses in the ischemic cortex increased significantly(P<0.01).Conclusion Median nerve electrical stimulation is a safe and effective therapeutic measure to improve nerve function after stroke,and its mechanism is related to promoting synaptic plasticity.
9.Mortality and years of life lost of lung cancer among residents in Pudong New Area of Shanghai from 1995 to 2021
Yi ZHOU ; Jiayi SHENG ; Yichen CHEN ; Rongyue LI ; Shaotan XIAO ; Jie PAN
Shanghai Journal of Preventive Medicine 2023;35(5):415-420
ObjectiveTo investigate the epidemiological traits and potential years of life lost associated with lung cancer mortality among inhabitants of Shanghai's Pudong New Area from 1995 to 2021, in order to serve as a reference for developing intervention approaches. MethodsThe death surveillance system was used to gather statistics on lung cancer deaths. Crude mortality rate (CMR), standardized mortality rate (SMR), potential years of life lost (PYLL), average years of life lost (AYLL), annual percent change (APC) of the lung cancer deaths were analyzed. The impact of age-structural and non-age-structural factors on changes in lung cancer mortality was quantified using difference decomposition. ResultsThe CMR and SMR of lung cancer among residents in Pudong New Area between 1995 and 2021 were 58.21/105 and 26.75/105, respectively. The CMR of lung cancer increased over the years (APC=1.91%, 95%CI=1.60%‒2.30%; Z=11.487, P<0.001), and the SMR of lung cancer declined over the years (APC=-1.50%, 95%CI=-1.80%‒-1.20%; Z=-9.006, P<0.001). Age structure factors and gender factors contributed to the increase of lung cancer mortality, while non-population age structure factors overall appeared to play a protective role which might be related to the improvements in factors such as tobacco control and environmental management. The PYLL of lung cancer was 160 296 person years, the PYLL rate was 2.24‰, and the AYLL was 3.86 years per person. ConclusionAge structure factors are a significant contributor to the disease burden and result in the increase in the crude lung cancer mortality rate of Pudong residents of shanghai. Comprehensive monitoring, preventive, and control methods should be implemented.
10.Application of Health Care Failure Mode and Effect Analysis Combined with Root Cause Analysis in Intelligent Management of Narcotic Use in the Hospital
LI Junhui ; CHEN Liangfang ; ZHOU Yichen ; LYU Ning ; TENG Tianli ; LI Weijun ; JIANG Saiping
Chinese Journal of Modern Applied Pharmacy 2023;40(17):2354-2359
OBJECTIVE To discuss the application effect of health care failure mode and effect analysis(HFMEA) and root cause analysis(RCA) in the intelligent management of narcotic use in the hospital. METHODS Set up an analysis team to use HFMEA to list potential failure modes in the flow chart of intelligent management of narcotic use in the hospital, and analyze and evaluate the key failure modes in combination with RCA, determine the root cause, and then formulate improvement measures and evaluate the effects after implementation. RESULTS After the implementation of the improvement measures, the risk priority number of the eight potential failure modes decreased significantly(P<0.05). The satisfaction of pharmacists, doctors and nurses with the intelligent management process of narcotic use in the hospital increased from (88.39±2.21)% to (98.04±0.51)%, from (87.79±1.36)% to (97.55±1.24)%, and from (90.79±1.39)% to (95.68±1.30)%, respectively. CONCLUSION HFMEA combined with RCA can reduce the risk of narcotic drug abuse, ensure drug quality and safety, reduce the occurrence of dispensing errors, and ensure the rational clinical use of narcotic drugs.


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