1.Analyzing the influencing factors of carpal tunnel syndrome in sonographers
Hong DING ; Jinzhu LI ; Hongmei LI ; Yi YANG ; Yuteng ZHANG ; Yang QIAO
China Occupational Medicine 2025;52(4):405-409
Objective To analyze the status and influencing factors of carpal tunnel syndrome (CTS) among sonographers. Methods A total of 449 sonographers from 33 hospitals across five regions in Heilongjiang Province were selected as the study subjects using the judgment sampling method. A self-designed Musculoskeletal Disorders Questionnaire was used in the survey. Hand and wrist examinations, neuro electrophysiological testing, and high-frequency ultrasonography were conducted. Results The detection rate of CTS among the participants was 23.8% (107/449). Result of multivariable logistic regression analysis showed that sonographers with ≥20 years of work experience had a higher risk of CTS compared with those with <5 years, with an odds ratio (OR) and 95% confidence interval (CI) of 3.408 (1.535-8.407) (P<0.01). Sonographers with a proportion of obese patients ≥60% had a higher risk of CTS than those with <50% obese patients, with an OR and 95% CI of 3.083 (1.170~8.229) (P<0.05). Conclusion The detection rate of CTS among sonographers is relatively high. Work experience and proportion of obese patient are independent influencing factors of CTS. It is recommended to strengthen health monitoring for high-risk sonographer groups and adopt comprehensive preventive measures, such as optimizing work approaches and improving equipment to reduce the risk of CTS.
2.Study on TCM Influenza Syndrome Differentiation Model Based on Machine Learning
Yuteng ZHANG ; Hongchun ZHANG ; Menglin CHEN ; Xin JIN ; Jian LIU
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(9):48-57
Objective To train influenza clinical syndrome data using machine learning methods;To obtain an influenza syndrome differentiation model.Methods The medical records of influenza patients who visited the fever clinic of China-Japan Friendship Hospital from December 2019 to March 2022 were collected.The data set system was used for data processing,and the data generated by different data processing processes were stored separately for training.The study selected logistic regression,decision tree,naive Bayes,support vector machine,multi-layer perceptron,lightGBM and random forest as alternative models,and optimized the hyperparameters through Optuna.Models were trained separately in each data set,and the model prediction performance was evaluated,with the macro-F1 score as the core.Results Totally 1 011 training samples were collected,including 453 cases of wind-heat syndrome,152 cases of superficial wind-cold syndrome,and 406 cases of superficial cold and internal heat syndrome;8 data sets were obtained for training,containing 80 copies of data.After training,the macro-F1 scores of logistic regression,decision tree,naive Bayes,support vector machine,multi-layer perceptron lightGBM and random forest model were 0.783 0,0.774 2,0.731 5,0.782 4,0.716 7,0.793 8 and 0.815 3,respectively.Weighted samples could significantly improve the average model performance,while PCA would reduce the average model performance.The prediction performance of the logistic regression model was the best in the single method models,and the random forest model was the best in the integrated method models.Conclusion In the case of a small sample size,it is more appropriate to use logistic regression,decision tree,support vector machine and lightGBM for the TCM influenza syndrome differentiation model.As the sample size increases,logistic regression,support vector machine,lightGBM and random forest may be more suitable.Different data processing methods will affect model performance.Collecting information on the typical degree of syndrome types is beneficial to improving model performance.
3.Impact factors of fine needle aspiration biopsy accuracy for diagnosing papillary thyroid carcinoma
Jiayu WANG ; Guangyin LI ; Yuteng ZHANG ; Xue MEI ; Shuangquan JIANG ; Jiawei TIAN ; Xiaoping LENG
Chinese Journal of Interventional Imaging and Therapy 2023;20(12):730-734
Objective To observe the impact factors of the diagnostic accuracy of fine needle aspiration biopsy(FNAB)for papillary thyroid carcinoma(PTC).Methods Totally 468 patients with single PTC confirmed by postoperative pathology who underwent FNAB before surgery were enrolled.The impact of clinica,l ultrasonic and pathological features on the accuracy of FNAB diagnosis were analyzed.Results The accuracy of FNAB for diagnosing PTC was 71.37%(334/468).The maximum diameter and location of PTC were both impact factors of the diagnostic accuracy of FNAB.The maximum diameter of 0.7 cm was the optimal cutoff value of FNAB for diagnosing PTC,and the diagnostic accuracy of FNAB for PTC with the maximum diameter<0.7 cm and those≥0.7 cm was 62.96%(119/189)and 77.06%(215/279),respectively.The diagnostic accuracy of FNAB for PTC located in the difficult and easy area of puncture was 52.53%(52/99)and 76.42%(282/369),respectively.The diagnostic accuracy of FNAB for PTC with the maximum diameter≥0.7 cm and located in the easy area,≥0.7 cm and located in the difficult area,<0.7 cm and located in the easy area,<0.7 cm and located in the difficult area was 80.43%(185/230),61.22%(30/49),69.78%(97/139)and 44.00%(22/50),respectively.Conclusion The maximum diameter and location of PTC were both impact factors of the diagnostic accuracy of FNAB.
4.Analysis of physical examination data of cardiopulmonary function of graphene workers and health management measures
Hongshi LIU ; Jinzhu LI ; Yuteng ZHANG ; Hong DING
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(6):465-466
Objective:To understand the occupational health examination of graphene workers in a certain enterprise and provide evidence for occupational disease prevention and treatment.Methods:In September 2019, the physical examination data of 54 workers exposed to graphene dust in an occupational health examination of a graphene enterprise from January to August 2019 were collected, and the differences of various physical examination indexes of each group were examined by χ 2 test. Results:The company had a total of 54 graphene workers, and 15 cases of occupational health examination abnormalities, and the abnormal rate was 27.8%. 7 of which had abnormal central functions, and 11 cases of abnormal pulmonary function. 3 of them had abnormal heart function and abnormal lung function. With the increase of age and working age, the abnormal rates of cardiac and pulmonary functions were increased (χ 2=0.042, P<0.05) . Conclusion:With the development and mass production of graphene, the opportunities for workers to expose to graphene are increasing, and the health of workers is also threatened. Therefore, the occupational disease prevention work of staff should be emphasized.
5.Analysis of physical examination data of cardiopulmonary function of graphene workers and health management measures
Hongshi LIU ; Jinzhu LI ; Yuteng ZHANG ; Hong DING
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(6):465-466
Objective:To understand the occupational health examination of graphene workers in a certain enterprise and provide evidence for occupational disease prevention and treatment.Methods:In September 2019, the physical examination data of 54 workers exposed to graphene dust in an occupational health examination of a graphene enterprise from January to August 2019 were collected, and the differences of various physical examination indexes of each group were examined by χ 2 test. Results:The company had a total of 54 graphene workers, and 15 cases of occupational health examination abnormalities, and the abnormal rate was 27.8%. 7 of which had abnormal central functions, and 11 cases of abnormal pulmonary function. 3 of them had abnormal heart function and abnormal lung function. With the increase of age and working age, the abnormal rates of cardiac and pulmonary functions were increased (χ 2=0.042, P<0.05) . Conclusion:With the development and mass production of graphene, the opportunities for workers to expose to graphene are increasing, and the health of workers is also threatened. Therefore, the occupational disease prevention work of staff should be emphasized.
6. Characteristics and dynamics of HIV-1 subtype distribution among injected drug users in Guangzhou, 2008 - 2015
Yuteng ZHAO ; Zhigang HAN ; Hao WU ; Yali ZHANG ; Fei ZHONG ; Kai GAO ; Huifang XU
Chinese Journal of Epidemiology 2019;40(12):1629-1633
Objective:
To understand the characteristics and dynamics of individuals with HIV-1 subtype infection among injected drug users (HIV infection IDU) in Guangzhou between 2008 and 2015.
Methods:
HIV-1 RNAs were extracted from serum samples of the individuals that were newly diagnosed with HIV-1 infection among IDUs living in Guangzhou, between 2008 and 2015. The
7.Correction to: Glycosylation of dentin matrix protein 1 is a novel key element for astrocyte maturation and BBB integrity.
Bo JING ; Chunxue ZHANG ; Xianjun LIU ; Liqiang ZHOU ; Jiping LIU ; Yinan YAO ; Juehua YU ; Yuteng WENG ; Min PAN ; Jie LIU ; Zuolin WANG ; Yao SUN ; Yi Eve SUN
Protein & Cell 2019;10(8):620-621
In the original publication, the label of Fig. 2C should be read as "GFAP/lectin/DAPI" not "DMP1/GFAP/lectin/DAPI".
8.Glycosylation of dentin matrix protein 1 is critical for fracture healing via promoting chondrogenesis.
Hui XUE ; Dike TAO ; Yuteng WENG ; Qiqi FAN ; Shuang ZHOU ; Ruilin ZHANG ; Han ZHANG ; Rui YUE ; Xiaogang WANG ; Zuolin WANG ; Yao SUN
Frontiers of Medicine 2019;13(5):575-589
Fractures are frequently occurring diseases that endanger human health. Crucial to fracture healing is cartilage formation, which provides a bone-regeneration environment. Cartilage consists of both chondrocytes and extracellular matrix (ECM). The ECM of cartilage includes collagens and various types of proteoglycans (PGs), which play important roles in maintaining primary stability in fracture healing. The PG form of dentin matrix protein 1 (DMP1-PG) is involved in maintaining the health of articular cartilage and bone. Our previous data have shown that DMP1-PG is richly expressed in the cartilaginous calluses of fracture sites. However, the possible significant role of DMP1-PG in chondrogenesis and fracture healing is unknown. To further detect the potential role of DMP1-PG in fracture repair, we established a mouse fracture model by using a glycosylation site mutant DMP1 mouse (S89G-DMP1 mouse). Upon inspection, fewer cartilaginous calluses and down-regulated expression levels of chondrogenesis genes were observed in the fracture sites of S89G-DMP1 mice. Given the deficiency of DMP1-PG, the impaired IL-6/JAK/STAT signaling pathway was observed to affect the chondrogenesis of fracture healing. Overall, these results suggest that DMP1-PG is an indispensable proteoglycan in chondrogenesis during fracture healing.
9.Glycosylation of dentin matrix protein 1 is a novel key element for astrocyte maturation and BBB integrity.
Bo JING ; Chunxue ZHANG ; Xianjun LIU ; Liqiang ZHOU ; Jiping LIU ; Yinan YAO ; Juehua YU ; Yuteng WENG ; Min PAN ; Jie LIU ; Zuolin WANG ; Yao SUN ; Yi Eve SUN
Protein & Cell 2018;9(3):298-309
The blood-brain barrier (BBB) is a tight boundary formed between endothelial cells and astrocytes, which separates and protects brain from most pathogens as well as neural toxins in circulation. However, detailed molecular players involved in formation of BBB are not completely known. Dentin matrix protein 1 (DMP1)-proteoglycan (PG), which is known to be involved in mineralization of bones and dentin, is also expressed in soft tissues including brain with unknown functions. In the present study, we reported that DMP1-PG was expressed in brain astrocytes and enriched in BBB units. The only glycosylation site of DMP1 is serine89 (S89) in the N-terminal domain of the protein in mouse. Mutant mice with DMP1 point mutations changing S89 to glycine (S89G), which completely eradicated glycosylation of the protein, demonstrated severe BBB disruption. Another breed of DMP1 mutant mice, which lacked the C-terminal domain of DMP1, manifested normal BBB function. The polarity of S89G-DMP1 astrocytes was disrupted and cell-cell adhesion was loosened. Through a battery of analyses, we found that DMP1 glycosylation was critically required for astrocyte maturation both in vitro and in vivo. S89G-DMP1 mutant astrocytes failed to express aquaporin 4 and had reduced laminin and ZO1 expression, which resulted in disruption of BBB. Interestingly, overexpression of wild-type DMP1-PG in mouse brain driven by the nestin promoter elevated laminin and ZO1 expression beyond wild type levels and could effectively resisted intravenous mannitol-induced BBB reversible opening. Taken together, our study not only revealed a novel element, i.e., DMP1-PG, that regulated BBB formation, but also assigned a new function to DMP1-PG.
Animals
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Astrocytes
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cytology
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metabolism
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Blood-Brain Barrier
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cytology
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metabolism
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Cells, Cultured
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Extracellular Matrix Proteins
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genetics
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metabolism
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Female
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Glycosylation
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Male
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Mice
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Proteoglycans
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metabolism
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Reverse Transcriptase Polymerase Chain Reaction
10.Effect of macrophages on podocytes apoptosis in diabetic nephropathy
Yinfeng GUO ; Yu ZHAO ; Yuteng JIANG ; Xiaodong ZHU ; Bicheng LIU ; Xiaoliang ZHANG
Chinese Journal of Endocrinology and Metabolism 2017;33(8):680-686
Objective To investigate the effect of macrophages on podocytes apoptosis in diabetic nephropathy. Methods Differentiated mouse macrophages (RAW264.7) were exposed to normal glucose, high glucose, then the conditioned media (CM) was collected and considered as NC-CM or HG-CM, respectively. Western blotting and immunofluorescent staining were used to detect the specific markers for M1 macrophages (iNOS) and M2 macrophages (MR). ELISA was used to detect the concentration of TNF-α in the CM. Then normal PRMI 1640 media (control), NC-CM or HG-CM was added to podocytes. In some experiments, ROS inhibitors (Tempo), p38 MAPK inhibitor (SB203580), anti-TNF-α neutralizing antibody, and IgG1 isotype control were respectively added to cells with HG-CM. Besides, recombinant mouse TNF-α alone was applied to incubate podocytes. Podocytes apoptosis was accessed by Annexin V-FITC/PI and Hoechst33342 staining. DCFH-DA staining was used to analyse ROS level. Western blotting was used to detect cleaved casepase-3, p38MAPK, and p-p38MAPK protein. Results Macrophages were activated when exposed to high glucose, displaying pro-inflammatory M1 polarization with higher iNOS and lower MR expression. HG-CM but not NC-CM trigged podocytes apoptosis, up-regulated ROS, cleaved casepase-3 and p-p38MAPK. However, the podocytes apoptosis trigged by HG-CM was abolished by either a ROS inhibitor (Tempo) or a p38 MAPK inhibitor (SB203580). Additionally, TNF-α was increased in the HG-CM. TNF-α protein in macrophage was aslo increased when exposed to high glucose. Anti-TNF-α neutralizing antibody blunted the apoptotic response, excess ROS generation and p-p38 MPAK expression in podocytes induced by HG-CM. Moreover, addition of recombinant TNF-α similarly led to podocytes apoptosis, increased ROS and p38 MPAK expression. Conclusion M1 macrophages activated by high glucose released TNF-α to promote podocytes apoptosis via ROS-p38 MAPK pathway.

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