1.Analysis of influencing factors on the protective effect of hearing protectors for noise workers in the petrochemical industry
Jiawei ZHU ; Xi ZHONG ; Shaojie FU ; Qifan HUANG ; Rongzong LI ; Ming LIU ; Shibiao SU ; Hao CHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(7):513-517
Objective:To Exploring the protective effect of hearing protectors worn by noise workers in the petrochemical industry and the factors affecting the protective effect of hearing protectors.Methods:From June 2021 to July 2023, 929 petrochemical workers were selected as the research subjects through cluster sampling. The noise exposure of workers and the usage of two types of hearing protectors were surveyed through questionnaire surveys and on-site occupational hygiene surveys. The protective effect of hearing protectors were evaluated by testing the PAR of workers. If the noise exposure value of workers minus the PAR value was less than 85 dB (A) , it was considered passed. Otherwise, it was considered not passed. The passing rate of the protective effect test of hearing protectors was analyzed through chi square test and the influencing factors for the effectiveness of workers hearing protectors in test were explored through single factor analysis and logistic regression models.Results:Among the research subjects, 80.5% of workers (748/929) had noise exposure levels greater than 85 dB (A) . The passing rate (80.9%) of the earmuff is greater than that of the earplug (52.6%) , and the median of PAR of the earmuff is 22 (16, 25) , which is greater than that of the earplug 15 (3, 22) dB dB, with a statistically significant difference ( P<0.001) . Univariate analysis and logistic regression models showed that length of service, exposure level to noise, and wearing comfort were the influencing factors of earplug protection effect ( P<0.05) , while wearing comfort was the influencing factor of earmuff protection effect ( P<0.05) . Conclusion:This study indicates that the protective effect of hearing protectors on workers in the petrochemical enterprise is poor, and the protective effect of earmuffs is greater than that of earplugs. Working experience, noise exposure level, and wearing comfort are the influencing factors of earplug protection effect, while wearing comfort is the influencing factor of earplug protection effect.
2.Value of platelet protein kinase C epsilon in risk stratification of acute chest pain in elderly with normal troponin levels
Cuijun HAO ; Rui WANG ; Yang HONG ; Xiaoying LI ; Shaojie HAN ; Fangjiang LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):159-163
Objective To investigate the role of additional platelet protein kinase C epsilon(PKCε)assay in risk stratification and additional diagnostic testing in elderly patients with acute chest pain and normal hypersensitive cardiac troponin I(hs-cTnI)level.Methods A prospective trial was conducted on 220 consecutive elderly patients with angina-like acute chest pain and normal hs-cTnI level in our hospital from April 2022 to April 2023.According to whether major adverse cardiovascular events(MACE)occurred during the 1-year follow-up period,they were assigned in-to MACE group(24 cases)and non-MACE group(196 cases).Their general clinical data and platelet PKCε expression were compared between the two groups.Kaplan-Meier survival curve was plotted to analyzed the event-free time between the platelet PKCε expression<2.05%group and the≥2.05%group.Multivariate Cox regression analysis was used to investigate the impact of baseline data on the occurrence of MACE during the 1-year follow-up period.Decision tree model was employed to analyze the influencing factors for MACE.Results During 1-year follow-up,24 patients(10.91%)developed MACE.The platelet PKCε expression was significantly higher in the MACE group than the non-MACE group[9.25%(6.60%,15.25%)vs 1.70%(0.80%,3.25%),Z=-7.596,P<0.01].Kaplan-Meier survival curve analysis showed that the patients in the PKCε<2.05%group had no events within 360 d,while those in the ≥2.05%group had an average event-free time of 297.13±12.77 d,with a statistical difference(log rank Chi-square=27.051,P=0.000).Multivariate Cox regression analysis showed that highly suspicious angina,hs-cTnI and platelet PKCε were independent risk factors for MACE within 1 year of follow-up(HR=3.011,95%CI:1.049-8.641,P=0.040;HR=1.216,95%CI:1.044-1.418,P=0.012;HR=1.160,95%CI:1.104-1.218,P=0.000).In the decision tree model,the 1-year incidence of MACE was notably higher in the platelet PKCε≥2.05%group than the<2.05%group(P=0.011).The probability of severe coronary artery stenosis or myocardial ischemia in the platelet PKCε≥2.05%group was remarkably higher than the<2.05%group(P=0.006).Conclusion In elderly patients suffering from acute chest pain with normal hs-cTnI level,additional platelet PKCε detection appears to have a good prognostic gain.
3.Artificial intelligence and cervical spine image recognition:application prospects and challenges
Simin WANG ; Dezhou ZHANG ; Jing ZHAO ; Chaoqun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hailong ZHAO ; Shaojie ZHANG ; Yuan MA ; Yunteng HAO ; Yang YANG ; Zhijun LI ; Jun SHI ; Xing WANG
Chinese Journal of Tissue Engineering Research 2025;29(33):7231-7240
BACKGROUND:Cervical spondylosis is a chronic degenerative disease that has become one of the most common and frequent diseases threatening human health.At present,the initial diagnosis of the cervical spine and its surrounding structures mainly relies on the interpretation of medical images by radiologists,which not only requires a high level of technical requirements for operators,but also has the disadvantages of strong subjectivity,high labor intensity,and low efficiency.With the rapid development of artificial intelligence technology,its powerful data processing and image recognition capabilities have shown broad application prospects in the medical field.Deep learning has also made certain progress in the research of spinal diseases.OBJECTIVE:To summarize the current status and research progress in the application of artificial intelligence technology in cervical spine imaging images in recent years,evaluating the performance of artificial intelligence models as well as future trends and challenges to be overcome.METHODS:The first author searched the relevant articles in WanFang,CNKI,and PubMed in June 2024.The Chinese search terms were"artificial intelligence,deep learning,cervical spine."English serach terms were"artificial intelligence,Al,cervical vertebrae,cervical."Finally,101 articles were included and analyzed.RESULTS AND CONCLUSION:(1)Artificial intelligence technology can realize automatic segmentation of cervical vertebrae and measurement of curvature change by segmentation,classification,landmarks recognition of medical image parts,detect cervical vertebral fracture,nerve root,and spinal cord type cervical spondylosis,identify cervical spine ossification of posterior longitudinal ligament,and predict post-surgery related risk factors and cervical vertebra maturation classification.(2)Although artificial intelligence technology has shown great potential in the field of cervical spine research,it is still in the early stages of exploration and rapid development,with unlimited room for development and innovation.
4.Relationship between CSF2RB mRNA and GZMA mRNA Expression Levels in PBMC of Patients with Acute Myocardial Infarction and Ventricular Remodeling after PCI
Cuijun HAO ; Rui WANG ; Yang HONG ; Xiaoying LI ; Shaojie HAN ; Fangjiang LI
Journal of Modern Laboratory Medicine 2025;40(2):77-82
Objective To investigate the relationship between the mRNA expression levels of colony stimulating factor 2 receptor subunit beta CSF2RB and granase A(GZMA)in peripheral blood mononuclear cells(PBMC)of patients with acute myocardial infarction(AMI)and ventricular remodeling after percutaneous coronary intervention(PCI).Methods A total of 161 AMI patients admitted to the First Affiliated Hospital of Hebei North University from February 2022 to August 2023 were selected as the study objects,and were further divided into non-remodeling group(n=105)and remodeling group(n=56)according to whether ventricular remodeling was possible.A total of 85 patients with coronary heart disease who did not have myocardial infarction were taken as control group.The clinical data of patients were collected,and the expression levels of CSF2RB and GZMA mRNA in peripheral blood mononuclear cells were detected by real-time fluorescence quantitative PCR.Cardiac structural parameters were detected by echocardiography,and the relationship between CSF2RB and GZMA mRNA levels and cardiac structural parameters was analyzed by Pearson correlation.The influencing factors of ventricular remodeling in AMI patients were analyzed by univariate and Logistic regression,and P<0.05 was considered statistically significant.Results The mRNA expression of CSF2RB(1.15±0.28 vs 1.80±0.37),GZMA(0.85±0.16 vs 1.15±0.26),Cys C and Hcy levels were compared between the two groups,and the differences were statistically significant(t=-39.002~-4.854,all P<0.05).The follow-up was up to August 2024.Among 161 AMI patients who underwent PCI,56 cases had ventricular remodeling.The expression level of CSF2RB mRNA(1.85±0.31),GZMA mRNA(1.27±0.29)in the reconstructed group were significantly higher than that in the non-reconstructed group(1.71±0.34,1.12±0.30),and the differences were statistically significant(t=2.564,3.057,all P<0.001).LAD,LVEDD,LVPWTd and IVST in the postoperative reconstruction group were higher than those in the non-reconstruction group(t=11.247~26.008),and LVEF was lower than that in the reconstruction group(t=-15.271),with statistical significance(all P<0.001).The level of CSF2RB and GZMA in AMI patients was positively correlated with LAD,LVEDD,LVPWTd and IVST(rCSF2RB mRNA=0.657~0.754,rGZMA mRNA=0.512~0.745),and negatively correlated with LVEF(r=-0.684,-0.754),with statistical significance(all P<0.05).There was a statistically significant differences in the levels of Cys C and Hcy between the reconstructed group and non-reconstructed group after the use of aldehyed steroid receptor antagonsts(t=5.495,20.710,30.906,all P<0.05).Logistic regression analysis showed that CSF2RBmRNA>1.79,GZMAmRNA>1.18,Hcy>20.15μmol/L and no use of aldosterol receptorantagonists were independent risk factors for ventricular remodeling in AMI patients.LVEF>58.11%was an independent protective factor for ventricular remodeling in AMI patients(Wald χ2=1.137~3.206,P<0.05).Conclusion The expression levels of CSF2RB and GZMA in PBMC of AMI patients were significantly increased.CSF2RB and GZMA are independent risk factors for postoperative ventricular remodeling in patients with AMI,and can be used as potential diagnostic markers for ventricular remodeling after acute myocardial infarction.
5.Analysis of influencing factors on the protective effect of hearing protectors for noise workers in the petrochemical industry
Jiawei ZHU ; Xi ZHONG ; Shaojie FU ; Qifan HUANG ; Rongzong LI ; Ming LIU ; Shibiao SU ; Hao CHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(7):513-517
Objective:To Exploring the protective effect of hearing protectors worn by noise workers in the petrochemical industry and the factors affecting the protective effect of hearing protectors.Methods:From June 2021 to July 2023, 929 petrochemical workers were selected as the research subjects through cluster sampling. The noise exposure of workers and the usage of two types of hearing protectors were surveyed through questionnaire surveys and on-site occupational hygiene surveys. The protective effect of hearing protectors were evaluated by testing the PAR of workers. If the noise exposure value of workers minus the PAR value was less than 85 dB (A) , it was considered passed. Otherwise, it was considered not passed. The passing rate of the protective effect test of hearing protectors was analyzed through chi square test and the influencing factors for the effectiveness of workers hearing protectors in test were explored through single factor analysis and logistic regression models.Results:Among the research subjects, 80.5% of workers (748/929) had noise exposure levels greater than 85 dB (A) . The passing rate (80.9%) of the earmuff is greater than that of the earplug (52.6%) , and the median of PAR of the earmuff is 22 (16, 25) , which is greater than that of the earplug 15 (3, 22) dB dB, with a statistically significant difference ( P<0.001) . Univariate analysis and logistic regression models showed that length of service, exposure level to noise, and wearing comfort were the influencing factors of earplug protection effect ( P<0.05) , while wearing comfort was the influencing factor of earmuff protection effect ( P<0.05) . Conclusion:This study indicates that the protective effect of hearing protectors on workers in the petrochemical enterprise is poor, and the protective effect of earmuffs is greater than that of earplugs. Working experience, noise exposure level, and wearing comfort are the influencing factors of earplug protection effect, while wearing comfort is the influencing factor of earplug protection effect.
6.Relationship between CSF2RB mRNA and GZMA mRNA Expression Levels in PBMC of Patients with Acute Myocardial Infarction and Ventricular Remodeling after PCI
Cuijun HAO ; Rui WANG ; Yang HONG ; Xiaoying LI ; Shaojie HAN ; Fangjiang LI
Journal of Modern Laboratory Medicine 2025;40(2):77-82
Objective To investigate the relationship between the mRNA expression levels of colony stimulating factor 2 receptor subunit beta CSF2RB and granase A(GZMA)in peripheral blood mononuclear cells(PBMC)of patients with acute myocardial infarction(AMI)and ventricular remodeling after percutaneous coronary intervention(PCI).Methods A total of 161 AMI patients admitted to the First Affiliated Hospital of Hebei North University from February 2022 to August 2023 were selected as the study objects,and were further divided into non-remodeling group(n=105)and remodeling group(n=56)according to whether ventricular remodeling was possible.A total of 85 patients with coronary heart disease who did not have myocardial infarction were taken as control group.The clinical data of patients were collected,and the expression levels of CSF2RB and GZMA mRNA in peripheral blood mononuclear cells were detected by real-time fluorescence quantitative PCR.Cardiac structural parameters were detected by echocardiography,and the relationship between CSF2RB and GZMA mRNA levels and cardiac structural parameters was analyzed by Pearson correlation.The influencing factors of ventricular remodeling in AMI patients were analyzed by univariate and Logistic regression,and P<0.05 was considered statistically significant.Results The mRNA expression of CSF2RB(1.15±0.28 vs 1.80±0.37),GZMA(0.85±0.16 vs 1.15±0.26),Cys C and Hcy levels were compared between the two groups,and the differences were statistically significant(t=-39.002~-4.854,all P<0.05).The follow-up was up to August 2024.Among 161 AMI patients who underwent PCI,56 cases had ventricular remodeling.The expression level of CSF2RB mRNA(1.85±0.31),GZMA mRNA(1.27±0.29)in the reconstructed group were significantly higher than that in the non-reconstructed group(1.71±0.34,1.12±0.30),and the differences were statistically significant(t=2.564,3.057,all P<0.001).LAD,LVEDD,LVPWTd and IVST in the postoperative reconstruction group were higher than those in the non-reconstruction group(t=11.247~26.008),and LVEF was lower than that in the reconstruction group(t=-15.271),with statistical significance(all P<0.001).The level of CSF2RB and GZMA in AMI patients was positively correlated with LAD,LVEDD,LVPWTd and IVST(rCSF2RB mRNA=0.657~0.754,rGZMA mRNA=0.512~0.745),and negatively correlated with LVEF(r=-0.684,-0.754),with statistical significance(all P<0.05).There was a statistically significant differences in the levels of Cys C and Hcy between the reconstructed group and non-reconstructed group after the use of aldehyed steroid receptor antagonsts(t=5.495,20.710,30.906,all P<0.05).Logistic regression analysis showed that CSF2RBmRNA>1.79,GZMAmRNA>1.18,Hcy>20.15μmol/L and no use of aldosterol receptorantagonists were independent risk factors for ventricular remodeling in AMI patients.LVEF>58.11%was an independent protective factor for ventricular remodeling in AMI patients(Wald χ2=1.137~3.206,P<0.05).Conclusion The expression levels of CSF2RB and GZMA in PBMC of AMI patients were significantly increased.CSF2RB and GZMA are independent risk factors for postoperative ventricular remodeling in patients with AMI,and can be used as potential diagnostic markers for ventricular remodeling after acute myocardial infarction.
7.Artificial intelligence and cervical spine image recognition:application prospects and challenges
Simin WANG ; Dezhou ZHANG ; Jing ZHAO ; Chaoqun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hailong ZHAO ; Shaojie ZHANG ; Yuan MA ; Yunteng HAO ; Yang YANG ; Zhijun LI ; Jun SHI ; Xing WANG
Chinese Journal of Tissue Engineering Research 2025;29(33):7231-7240
BACKGROUND:Cervical spondylosis is a chronic degenerative disease that has become one of the most common and frequent diseases threatening human health.At present,the initial diagnosis of the cervical spine and its surrounding structures mainly relies on the interpretation of medical images by radiologists,which not only requires a high level of technical requirements for operators,but also has the disadvantages of strong subjectivity,high labor intensity,and low efficiency.With the rapid development of artificial intelligence technology,its powerful data processing and image recognition capabilities have shown broad application prospects in the medical field.Deep learning has also made certain progress in the research of spinal diseases.OBJECTIVE:To summarize the current status and research progress in the application of artificial intelligence technology in cervical spine imaging images in recent years,evaluating the performance of artificial intelligence models as well as future trends and challenges to be overcome.METHODS:The first author searched the relevant articles in WanFang,CNKI,and PubMed in June 2024.The Chinese search terms were"artificial intelligence,deep learning,cervical spine."English serach terms were"artificial intelligence,Al,cervical vertebrae,cervical."Finally,101 articles were included and analyzed.RESULTS AND CONCLUSION:(1)Artificial intelligence technology can realize automatic segmentation of cervical vertebrae and measurement of curvature change by segmentation,classification,landmarks recognition of medical image parts,detect cervical vertebral fracture,nerve root,and spinal cord type cervical spondylosis,identify cervical spine ossification of posterior longitudinal ligament,and predict post-surgery related risk factors and cervical vertebra maturation classification.(2)Although artificial intelligence technology has shown great potential in the field of cervical spine research,it is still in the early stages of exploration and rapid development,with unlimited room for development and innovation.
8.Value of platelet protein kinase C epsilon in risk stratification of acute chest pain in elderly with normal troponin levels
Cuijun HAO ; Rui WANG ; Yang HONG ; Xiaoying LI ; Shaojie HAN ; Fangjiang LI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):159-163
Objective To investigate the role of additional platelet protein kinase C epsilon(PKCε)assay in risk stratification and additional diagnostic testing in elderly patients with acute chest pain and normal hypersensitive cardiac troponin I(hs-cTnI)level.Methods A prospective trial was conducted on 220 consecutive elderly patients with angina-like acute chest pain and normal hs-cTnI level in our hospital from April 2022 to April 2023.According to whether major adverse cardiovascular events(MACE)occurred during the 1-year follow-up period,they were assigned in-to MACE group(24 cases)and non-MACE group(196 cases).Their general clinical data and platelet PKCε expression were compared between the two groups.Kaplan-Meier survival curve was plotted to analyzed the event-free time between the platelet PKCε expression<2.05%group and the≥2.05%group.Multivariate Cox regression analysis was used to investigate the impact of baseline data on the occurrence of MACE during the 1-year follow-up period.Decision tree model was employed to analyze the influencing factors for MACE.Results During 1-year follow-up,24 patients(10.91%)developed MACE.The platelet PKCε expression was significantly higher in the MACE group than the non-MACE group[9.25%(6.60%,15.25%)vs 1.70%(0.80%,3.25%),Z=-7.596,P<0.01].Kaplan-Meier survival curve analysis showed that the patients in the PKCε<2.05%group had no events within 360 d,while those in the ≥2.05%group had an average event-free time of 297.13±12.77 d,with a statistical difference(log rank Chi-square=27.051,P=0.000).Multivariate Cox regression analysis showed that highly suspicious angina,hs-cTnI and platelet PKCε were independent risk factors for MACE within 1 year of follow-up(HR=3.011,95%CI:1.049-8.641,P=0.040;HR=1.216,95%CI:1.044-1.418,P=0.012;HR=1.160,95%CI:1.104-1.218,P=0.000).In the decision tree model,the 1-year incidence of MACE was notably higher in the platelet PKCε≥2.05%group than the<2.05%group(P=0.011).The probability of severe coronary artery stenosis or myocardial ischemia in the platelet PKCε≥2.05%group was remarkably higher than the<2.05%group(P=0.006).Conclusion In elderly patients suffering from acute chest pain with normal hs-cTnI level,additional platelet PKCε detection appears to have a good prognostic gain.
9.Reconstruction and analysis of K-Clip surgery process based on finite element method
Hao SHI ; Wenbin OUYANG ; Shiguo LI ; Qi LI ; Fengwen ZHANG ; Yao LIU ; Wenxin LU ; Chang LIU ; Shaojie ZHANG ; Xiangbin PAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):44-50
Objective To investigate the effects of different types of tricuspid regurgitation, implantation positions, and device models on the treatment outcomes of K-Clip for tricuspid regurgitation using numerical simulations. Methods Three-dimensional reconstruction of the heart model was performed based on CT images. Two different regurgitation orifices were obtained by modifying the standard parameterized tricuspid valve leaflets and chordae tendineae. The effects of different K-Clip models at different implantation positions (posterior leaflet midpoint, anterior-posterior commissure, anterior leaflet midpoint, posterior septal commissure) were simulated using commercial explicit dynamics software Ls-Dyna. Conclusion For the two types of regurgitation in this study, clipping at the posterior leaflet midpoint resulted in a better reduction of the regurgitation orifice (up to 75% reduction in area). Higher clamping forces were required for implantation at the anterior leaflet midpoint and posterior septal commissure, which was unfavorable for the smooth closure of the clipping components. There was no statistical difference in the treatment outcomes between the 18T and 16T K-Clip components, and the 16T component required less clamping force. Therefore, the use of the 16T K-Clip component is recommended.
10.Digital characteristics of brainstem morphology and age-related development in young children
Yanan LIU ; Xing WANG ; Kun LI ; Ruifen SUN ; Xueying MA ; Lei ZHAO ; Yuhang LIU ; Yang YANG ; Yunteng HAO ; Ziyu LI ; Shaojie ZHANG ; Zhijun LI
Chinese Journal of Tissue Engineering Research 2024;28(11):1730-1736
BACKGROUND:Previous brain studies have mostly focused on adults and fetuses,and the developmental characteristics of young children's brainstems have rarely been studied. OBJECTIVE:To observe the brainstem development characteristics of healthy young children and to explore the age-related differences and their correlation with sex. METHODS:From January 2019 to April 2022,a retrospective study of 3.0T MRI images of 174 children aged 2 to 6 years in the Affiliated Hospital of Inner Mongolia Medical University was conducted,and the median sagittal diameter,area and angle of the brainstem(including midbrain,pons and medulla oblongata)were measured. RESULTS AND CONCLUSION:There is an age-related increase in the anterior and posterior diameters of the midbrain,pons and medulla oblongata in the 2-5 years old group as well as in the longitudinal diameter and area of the midbrain,pons and medulla oblongata in the 2-6 years old group.Except for the longitudinal diameter of the medulla oblongata,all others show a positive correlation with age(r>0,P<0.05).In the 2-3 years old group and 4-5 years old group,the children are in the rapid growth and development stage,and these two age groups can be used as the key observation indicators for the development of young children.The anterior-posterior diameter,longitudinal diameter,area of the pons and total brainstem area are strongly correlated with age,which can be used as the key observation indicators for the brainstem development in young children.

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