1.Latent class analysis and influencing factor study of work-related musculoskeletal disorders among operating room nurses in tertiary hospitals
Xiaogui TANG ; Li LI ; Yue ZHAO ; Ningning HU ; Feng FU ; Boya LI ; Mengru YANG ; Yinglan LI
Journal of Environmental and Occupational Medicine 2025;42(3):293-301
Background Work-related musculoskeletal disorders (WMSDs), as one of the major occupational health issues worldwide, have shown an increasing positive rate year by year. Due to the unique demands of work, operating room nurses exhibit a higher positive rate of WMSDs compared to other occupational groups, necessitating active attention and intervention. Objective To estimate the prevalence of WMSDs among operating room nurses in tertiary hospitals, explore the characteristics and latent categories of WMSDs, and analyze the influencing factors associated with the occurrence of WMSDs. Method Using a randomized cluster sampling method, operating room nurses from nine tertiary hospitals in Urumqi were selected as study participants between December 2023 and January 2024. Data were collected through a general information questionnaire, an ergonomic questionnaire for operating room nurses, and the Chinese Musculoskeletal Disorders Questionnaire. Latent class analysis was employed to examine the patterns of WMSDs among the nurses, while chi-square test and multinomial logistic regression were utilized to analyze the influencing factors of WMSDs. Result A total of 411 valid questionnaires were collected in this survey. The positive rate of WMSDs among operating room nurses in the tertiary hospitals of Urumqi over the past year was 91.9%. The positive rates, ordered from highest to lowest by body region, were neck (79.1%), shoulders (70.3%), and lower back (68.1%). The operating room nurses were categorized into three distinct groups by latent class analysis: multi-site pain group, neck-shoulder-back pain group, and neck and lower back pain group. The results of the multinomial logistic regression models revealed that gender, job strain level, ergonomic load level in the operating room, and exposure to cold or drafty working conditions or not were significant influencing factors for reporting WMSDs among operating room nurses. Specifically, having less than 5 years of work experience, low ergonomic load level, low job strain, and moderate job strain were identified as protective factors against WMSDs. Conversely, exposure to cold or drafty working environments and being female were identified as risk factors for WMSDs. The logistic regression models also indicated that compared to the neck-lower back pain group, the neck-shoulder-back pain group had a higher probability of reporting low job strain (OR=0.168, 95%CI: 0.029, 0.968) and being female (OR=4.847, 95%CI: 2.506, 9.378). In contrast, when comparing to the neck-lower back pain group, the multi-site pain group had a higher probability of reporting, low-level ergonomic workload (OR=0.079, 95%CI: 0.015, 0.412), low job strain (OR=0.019, 95%CI: 0.002, 0.145), moderate job strain (OR=0.080, 95%CI: 0.016, 0.401), high job strain (OR=0.132, 95%CI: 0.027, 0.647), less than 5 years of work experience (OR=0.173, 95%CI: 0.044, 0.683), being female (OR=2.424, 95%CI: 1.130, 5.200), and exposure to cold or drafty working environments (OR=3.277, 95%CI: 1.657, 6.481). Conclusion The positive rate WMSDs among operating room nurses in tertiary hospitals is notably high in Urumqi, with distinct co-occurrence characteristics observed within the population. To mitigate the risk of WMSDs, it is essential to implement targeted health education and prevention training programs tailored to different patterns of WMSDs. Additionally, improving working conditions, optimizing human resource allocation , and other proactive measures should be undertaken. These efforts will effectively reduce the incidence of WMSDs among operating room nurses and safeguard their occupational health.
2.Intervention of Sinomenine in Rat Osteoarthritis by Modulating FABP4
Shiqi ZHANG ; Jun ZHAO ; Ningning LIU ; Yu ZHANG ; Yifei ZHAO ; Jiao LIU ; Hongjian YU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(15):115-123
ObjectiveThis study aims to observe the effect of sinomenine (SIN) on fatty acid binding protein 4 (FABP4) in synovial tissue of rats with osteoarthritis (OA) and investigate the therapeutic mechanism of SIN on OA, further providing new ideas for the management of osteoarthritis by traditional Chinese medicine (TCM). MethodsAn OA rat model was constructed and randomly divided into a control group, an OA group, an OA + SIN-L group (50 mg·kg-1), an OA + SIN-M (100 mg·kg-1), an OA + SIN-H (200 mg·kg-1), and an OA + prednisone (PDN) group (5 mg·kg-1). Following surgical modeling for three weeks, an appropriate medication was administered for four weeks. During modeling and administration, a hot plate test was performed to detect the pain and swelling of the knee joints of the rats. The periarticular tissue was collected for arthropathological observation at the end of drug administration. The expression of cleaved Caspase-3, B-cell lymphoma-2 (Bcl-2), Bcl-2 associated X protein (Bax), and FABP4 in the synovial tissue of rats was detected by Western blot and real-time quantitative polymerase chain reaction (Real-time PCR), and the expression and distribution of FABP4 protein in the synovial membrane were detected by immunofluorescence. ResultsCompared with those in the control group, the levels of inflammatory factors and FABP4 in the serum of rats in the OA group were significantly increased (P<0.05, P<0.01), and joint swelling was significantly elevated (P<0.01). The thermal pain threshold was significantly reduced (P<0.01), and the expression of FABP4 protein and the fluorescence intensity were significantly increased (P<0.01). The synovial tissue exhibited significantly increased inflammatory infiltration, proliferated fibroblasts, and an elevated apoptotic index (P<0.05, P<0.01). Compared with those in the OA group, the serum lipid metabolism indexes of rats in the SIN administration group gradually returned to normal (P<0.05, P<0.01), while the levels of inflammatory factors and FABP4 in the serum of rats in the SIN-administered group were significantly reduced (P<0.05, P<0.01), and joint swelling was significantly decreased (P<0.05, P<0.01). The thermal pain threshold was significantly elevated (P<0.05, P<0.01), and the expression of FABP4 protein and fluorescence intensity in the synovial tissue were significantly decreased (P<0.05, P<0.01). The synovial tissue displayed significantly reduced inflammatory infiltration and a decreased apoptotic index (P<0.05, P<0.01). ConclusionThe therapeutic effect of SIN on OA may be related to the down-regulation of FABP4 expression, reduction of apoptosis, and inhibition of inflammatory factor expression.
3.Investigation on Clinical Oncology Teaching Among Medical Students
Zhiyang ZHANG ; Lin ZHAO ; Yajuan SHAO ; Xiang WANG ; Ningning LI ; Xiaohong NING ; Yuping GE
Medical Journal of Peking Union Medical College Hospital 2024;15(1):223-228
4.Pathogenesis, progression and treatment of biliary fibrosis
Jinyu ZHAO ; Yanyan LIN ; Ping YUE ; Jia YAO ; Ningning MI ; Matu LI ; Wenkang FU ; Long GAO ; Azumi SUZUKI ; F Peng WONG ; Kiyohito TANAKA ; Rungsun RERKNIMITR ; H Henrik JUNGER ; T Tan CHEUNG ; Emmanuel MELLOUL ; Nicolas DEMARTINES ; W Joseph LEUNG ; Jinqiu YUAN ; J Hans SCHLITT ; Wenbo MENG
Chinese Journal of Digestive Surgery 2024;23(7):989-1000
Biliary fibrosis (BF) is the result of pathological repair of bile tract injury, characterized by thickening and sclerosis of the bile duct wall and progressive stricture of the lumen, which may ultimately lead to serious adverse outcomes such as biliary obstruction, biliary cirrhosis, liver failure, and hepatobiliary malignancies. Current research describes BF as a pathological feature of certain bile tract diseases, lacking a systematic summary of its etiology, pathophysiology, molecular mechanisms, and treatment. BF is a common but easily neglected disease state in biliary system, which may promote the development and progression of hepatobiliary diseases through abnormal repair mechanism after pathological biliary tract injury. Based on the latest research progress from both domestic and international perspectives, the authors review the concept, clinical manifestation, etiology, pathogenesis, and therapeutic strategies of BF to provide a reference for clinical physicians.
5.Characteristics of brain network topological properties in schizophrenic patients based on machine learning
Lunpu AI ; Yangyang LIU ; Ningning DING ; Entu ZHANG ; Yibo GENG ; Qingjiang ZHAO ; Haisan ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(5):419-424
Objective:To analyze brain topological property data through machine learning methods and explore changes in brain network topological properties in patients with schizophrenia.Methods:From January 2022 to August 2023, functional magnetic resonance imaging data of 60 patients with schizophrenia and 56 healthy controls were collected , and the data were preprocessed to construct brain functional networks and extract global and nodal topological properties. All subjects were divided into a training group and a testing group.The data of training group were fitted based on support vector machine, and the predictive performance was evaluated through cross-validation.The model was optimized by recursive feature elimination algorithm, then the indicators that contributed the most to predictive performance were extrated.The classification performance of the testing group was calculated based on the trained model with optimal predictive performance.SPSS 20.0 software was used for data analysis, the independent t-test and χ2 test were used for comparing the differences between the two groups. Results:The support vector machine achieved an accuracy of 75.00% in predicting the test group of schizophrenia patients based on all indicators. After removing redundant features and combining with the recursive feature elimination algorithm, the accuracy of the SVM model in predicting the test group increased to 90.00%. The nodal global efficiency(Ne)of the left superior temporal gyrus, right dorsal agranular insula, bilateral dorsal granular insula, bilateral caudal cingulate gyrus, and left lateral orbitofrontal cortex in the model contributed the most to classification.Compared to the control group, patients with schizophrenia had abnormal Ne values in these brain regions.Conclusion:There are multiple brain regions with abnormal Ne values in patients with schizophrenia, indicating that the abnormalities in information integration and transmission functions may be related to the imbalance in the dynamic equilibrium of the patients' brain networks.
6.Preliminary construction of a questionnaire on knowledge, attitude and practice of community general practitioners for colorectal cancer screening
Ningning ZHAO ; Li MA ; Mengnan XU
Chinese Journal of General Practitioners 2024;23(12):1284-1291
Objective:To construct a questionnaire on the knowledge, attitude and practice (KAP) of community general practitioners for colorectal cancer screening.Methods:From September 2023 to June 2024, an initial version of questionnaire on knowledge, attitude and practice (KAP) of community general practitioners for colorectal cancer screening was formed based on existing guidelines and related research results; then two-round Delphi experti consultation was held to finalize the initial questionnaire.Results:Twenty one experts were invited for Delphi consultation, including 14 general practitioners and 7 gastroenterologists; 7 from community health service centers and 14 from public tertiary hospitals. The enthusiasm of experts in the first round and second round consultations was 100.0% and 90.5%; the consistency of experts was 4.03-4.75 and 4.39-4.93; the coordination of experts was 0.09-0.22 and 0.03-0.12, respectively. The Kendall coordination coefficients were 0.154 and 0.390 respectively ( P<0.001), indicating that there was significant consistency in expert opinions and the results of the letter inquiry were highly reliable. The final version of the KAP questionnaire included 28 items in three dimensions: knowledge, attitude, and behavior. Among them, knowledge items K1-K9 included the determination of risk population, risk factors, screening methods, screening intervals, and other contents; attitude items A1-A12 included attitudes towards factors of patients, doctors and government that affect screening, and attitudes towards the necessity of screening; behavior items P1-P7 included active screening behaviors such as patient assessment and advices for active screening. Conclusion:This study has preliminarily constructed a questionnaire on knowledge, belief and behavior of general practitioners for colorectal cancer screening.
7.Effect of 131I therapy on the clinical outcome of patients with differentiated thyroid cancer evaluated as indeterminate response after surgery
Ningning ZHAO ; Zhuanzhuan MU ; Wenting GUO ; Xing WEI ; Yansong LIN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2023;43(12):736-740
Objective:To investigate the effect of 131I therapy on the clinical outcome of patients with differentiated thyroid cancer (DTC) who were evaluated as indeterminate response (IDR) after surgery and before 131I therapy. Methods:A total of 281 DTC patients (89 males, 192 females, age (38.4±10.2)years ) assessed as IDR before 131I therapy and after total or near-total thyroidectomy in the Department of Nuclear Medicine of Peking Union Medical College Hospital from April 2009 to March 2022 were retrospectively analyzed. Patients were divided into 131I therapy group ( 131I group) and just thyroid stimulating hormone (TSH) suppressive therapy group (TSH group) according to whether receiving 131I therapy, and the efficacies of two groups at the end of follow-up were compared. Subgroup analysis was conducted in different risk stratifications (low-risk, moderate-risk and high-risk), positive thyroglobulin antibody (TgAb) group (TgAb≥115 kU/L) and negative TgAb group (TgAb<115 kU/L). For patients with positive TgAb, the duration and rate for TgAb declining to negative level under the 2 regimens were compared. Independent-sample t test, Mann-Whitney U test, χ2 test and Fisher exact test were performed to compare the differences between groups. Results:Median follow-up time was 39(6-146) months. There was no statistical difference between patients in 131I group and TSH group in baseline characteristics, and the efficacies at the end of follow-up was similar between the 2 groups ( χ2=6.50, P=0.075). For low-, moderate- and high-risk stratification, there were also no statistical differences of response to 2 regimens ( P=0.221; χ2=4.21, P=0.223; χ2=3.01, P=0.274). Similar results were showed for patients with positive and negative TgAb ( n=50, n=231; χ2=4.02, P=0.242; χ2=3.14, P=0.341). For patients with positive TgAb, the duration and rate for TgAb declining to negative level were not statistically different either between 2 regimens (71.0%(22/31) vs 14/19, χ2=0.04, P=0.836; 7.0(5.0, 9.3) vs 7.0(5.0, 7.3) months, z=-0.89, P=0.375). Conclusion:For DTC patients assessed as IDR after surgery, 131I therapy may not provide more benefit than follow-up with TSH suppressive therapy.
8.Analysis of autoimmune related risk factors for poor short-term prognosis in patients with demyelinating disease of central nervous system
Ningning WANG ; Ning FENG ; Shunfeng ZHAO ; Xin ZHAO ; Longfei ZHAO ; Shihe JIANG ; Haoxiao CHANG ; Xiaodong ZHU
Chinese Journal of Postgraduates of Medicine 2023;46(11):1041-1046
Objective:To analyze the immunology-related risk factors for short-term prognosis in patients with demyelinating diseases of central nervous system, and to evaluate their predictive value.Methods:From January 2012 to October 2022 in Beijing Tiantan Hospital of Capital Medical University and General Hospital of Tianjin Medical University, the clinical data of 362 patients with demyelinating diseases of central nervous system were analyzed, including neuromyelitis optic spectrum disease (NMOSD) 181 cases, multiple sclerosis (MS) 129 cases, anti-myelin oligodendrocyte glycoprotein antibody associated disease (MOGAD) 38 cases, acute disseminated encephalomyelopathy (ADEM) 14 cases. According to the expanded disability status scale (EDSS) score at discharge, the patients were divided into good prognosis group (EDSS≤3 scores, 267 cases) and poor prognosis group (EDSS>3 scores, 95 cases). The clinical data, admission severity (admission EDSS score), treatment, autoantibodies and immunoglobulin level and serum inflammatory factor level were compared between two groups. Multivariate Logistic regression was used to analyze the independent risk factors of short-term prognosis in patients with demyelinating diseases of central nervous system; and the predictive efficacy was evaluated by receiver operating characteristic (ROC) curve.Results:Compared with the good prognosis group, the admission EDSS score in the poor prognosis group was significantly higher: 2.5 (1.5) scores vs. 6.5 (3.5) scores. The positive rates of autoimmune disease-related antibody, systemic autoantibody, anti-nuclear antibody, anti-extractable nuclear antigen antibody, thyroid peroxidase antibody and thyroid globulin antibody were significantly higher: 89.5% (85/95) vs. 59.6% (159/267), 75.8% (72/95) vs. 52.1% (139/267), 65.3% (62/95) vs. 38.6% (103/267), 42.1% (40/95) vs. 23.2% (62/267), 40.0% (38/95) vs. 19.1% (51/267) and 42.1% (40/95) vs. 19.9% (53/267). The serum IgM was significantly lower: 0.84 (0.78) g/L vs. 1.00 (0.75) g/L. The serum tumor necrosis factor-α, interleukin-2 receptor and cerebrospinal fluid IgG were significantly higher: 8 055 (3 118) pg/L vs. 6 830 (3 515) pg/L, 348 (175) kU/L vs. 314 (146) kU/L and 47.50 (46.50) g/L vs. 33.00 (24.00) g/L. And there were statistical differences ( P<0.01 or <0.05). Multivariate Logistic regression analysis result showed that the admission EDSS score and anti-nuclear antibody positive were the independent risk factors of short-term prognosis in patients with demyelinating diseases of central nervous system ( OR = 5.034 and 6.942, 95% CI 3.289 to 7.705 and 2.250 to 21.422, P<0.01). ROC curve analysis result showed that the area under the curve of anti-nuclear antibody positive combined with admission EDSS score predicted the short-term prognosis in patients with demyelinating diseases of central nervous system was 0.972, with a sensitivity of 90.5%, and a specificity of 92.5%. Conclusions:The admission EDSS score and anti-nuclear antibody positive are the independent risk factors for poor prognosis in patients with demyelinating diseases of central nervous system. And the combination of two indexes can better predict the short-term prognosis.
9.The effect of feeding methods on fecal metabolites of infants delivered by cesarean section based on non-targeted metabolomics
Xi LU ; Xin ZHAO ; Mingxin ZHANG ; Guohua LI ; Ningning ZHOU ; Feipeng WEI ; Yanni ZHAO
Chinese Journal of Applied Clinical Pediatrics 2023;38(7):515-520
Objective:To explore the effect of breast feeding versus mixed feeding on fecal metabolites of infants delivered by cesarean section.Methods:This was a cross-sectional study.Fecal samples were collected from 23 healthy 1-month-old infants delivered by cesarean section from autumn 2021 and winter 2022 in two maternal and infant care facilities in the North and South of Xi′an city.The samples were divided into the breast feeding group (11 cases) and mixed feeding group (12 cases). Fecal metabolites were analyzed by the non-targeted metabolomic approach and gas chromatography-mass spectrometry coupling, and differentially expressed fecal metabolites between groups were screened using the non-parametric Mann- Whitney U test.Metabolic pathways enriched in them were further analyzed. Results:A total of 155 metabolites were characterized, including 57 sugars and sugar derivatives, 34 fatty acids, 25 organic acids, 22 amino acids, 8 esters, 4 nucleosides, 3 vitamins and 2 other substances.The relative contents of the differentially expressed fecal metabolites were measured, and it was found that some types of sugars and sugar derivatives were highly expressed in the fecal samples of breast feeding group, while amino acids, organic acids and fatty acids were highly expressed in those of the mixed feeding group.A total of 28 metabolic pathways enriched in differentially expressed fecal metabolites were obtained.Among them, alanine, aspartic acid and glutamic acid metabolism, valine, leucine and isoleucine metabolism, arginine metabolism and the tricarboxylic acid (TCA) cycle influenced infant health.Conclusions:Feeding methods have an effect on the fecal metabolites in infants delivered by cesarean section born infants, and mixed feeding may speed up the process of TCA cycle and amino acid metabolism in the intestine of infants delivered by cesarean section to a certain extent.
10.Diagnostic value of a combined serology-based model for minimal hepatic encephalopathy in patients with compensated cirrhosis
Shanghao LIU ; Hongmei ZU ; Yan HUANG ; Xiaoqing GUO ; Huiling XIANG ; Tong DANG ; Xiaoyan LI ; Zhaolan YAN ; Yajing LI ; Fei LIU ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Lei HUANG ; Fanping MENG ; Guo ZHANG ; Wenjuan WANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Qi ZHENG ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Zhangshu QU ; Min YUAN ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yongfeng YANG ; Wei YE ; Na LIU ; Rongyu TANG ; Quan ZHANG ; Qin LIU ; Gaoliang ZOU ; Ziyue LI ; Caiyan ZHAO ; Qian ZHAO ; Qingge ZHANG ; Huafang GAO ; Tao MENG ; Jie LI ; Weihua WU ; Jian WANG ; Chuanlong YANG ; Hui LYU ; Chuan LIU ; Fusheng WANG ; Junliang FU ; Xiaolong QI
Chinese Journal of Laboratory Medicine 2023;46(1):52-61
Objective:To investigate the diagnostic accuracy of serological indicators and evaluate the diagnostic value of a new established combined serological model on identifying the minimal hepatic encephalopathy (MHE) in patients with compensated cirrhosis.Methods:This prospective multicenter study enrolled 263 compensated cirrhotic patients from 23 hospitals in 15 provinces, autonomous regions and municipalities of China between October 2021 and August 2022. Clinical data and laboratory test results were collected, and the model for end-stage liver disease (MELD) score was calculated. Ammonia level was corrected to the upper limit of normal (AMM-ULN) by the baseline blood ammonia measurements/upper limit of the normal reference value. MHE was diagnosed by combined abnormal number connection test-A and abnormal digit symbol test as suggested by Guidelines on the management of hepatic encephalopathy in cirrhosis. The patients were randomly divided (7∶3) into training set ( n=185) and validation set ( n=78) based on caret package of R language. Logistic regression was used to establish a combined model of MHE diagnosis. The diagnostic performance was evaluated by the area under the curve (AUC) of receiver operating characteristic curve, Hosmer-Lemeshow test and calibration curve. The internal verification was carried out by the Bootstrap method ( n=200). AUC comparisons were achieved using the Delong test. Results:In the training set, prevalence of MHE was 37.8% (70/185). There were statistically significant differences in AMM-ULN, albumin, platelet, alkaline phosphatase, international normalized ratio, MELD score and education between non-MHE group and MHE group (all P<0.05). Multivariate Logistic regression analysis showed that AMM-ULN [odds ratio ( OR)=1.78, 95% confidence interval ( CI) 1.05-3.14, P=0.038] and MELD score ( OR=1.11, 95% CI 1.04-1.20, P=0.002) were independent risk factors for MHE, and the AUC for predicting MHE were 0.663, 0.625, respectively. Compared with the use of blood AMM-ULN and MELD score alone, the AUC of the combined model of AMM-ULN, MELD score and education exhibited better predictive performance in determining the presence of MHE was 0.755, the specificity and sensitivity was 85.2% and 55.7%, respectively. Hosmer-Lemeshow test and calibration curve showed that the model had good calibration ( P=0.733). The AUC for internal validation of the combined model for diagnosing MHE was 0.752. In the validation set, the AUC of the combined model for diagnosing MHE was 0.794, and Hosmer-Lemeshow test showed good calibration ( P=0.841). Conclusion:Use of the combined model including AMM-ULN, MELD score and education could improve the predictive efficiency of MHE among patients with compensated cirrhosis.

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