1.Correlation study of occupational ionizing radiation exposure and human metabolic index abnormalities based on Lasso variable selection
Qiaoying XIE ; Yanming CHU ; Li ZHANG ; Aiai ZHU ; Mingwei WANG ; Deye YANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(9):672-678
Objective:To investigate the correlation between occupational ionizing radiation exposure and abnormal metabolic indicators, providing a basis for assessing the health risks of occupational ionizing radiation workers and establishing a risk prediction model for chronic metabolic diseases.Methods:In January 2023, 7708 individuals were randomly selected from the occupational health examination data in Zhejiang Province. After excluding 16 individuals due to record errors, 2698 on-the-job workers exposed to ionizing radiation from 2020 to 2021 were selected as the exposure group, 2027 pre-employment workers exposed to ionizing radiation from 2016 to 2022 were selected as the pre-employment control group, and 2967 non-ionizing radiation workers from 2016 to 2022 were selected as the control group. Demographic data, blood routine, urine routine, biochemical indicators, and peripheral blood lymphocyte micronucleus rate of each group were collected. One-way ANOVA and rank sum test were used for comparison of indicators. The exposure group was divided into different groups based on age, exposure duration, and body mass index (BMI), and the correlation between indicators and occupational ionizing radiation was analyzed. Lasso variable selection was conducted by constructing a penalty coefficient (λ), and a complete regression model was established.Results:There were statistically significant differences in indicators such as blood pressure, heart rate, and average hemoglobin concentration between the exposure group and the control group, as well as the pre-employment control group ( P<0.05). Through Lasso variable selection, 19 indicators including exposure length, systolic blood pressure (SBP), diastolic blood pressure (DBP), body weight, body mass index (BMI), urine pH value, red blood cell count, microscopic white blood cells, casts, absolute value of monocytes, mean corpuscular volume of red blood cells, mean hemoglobin concentration, alkaline phosphatase, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, and low-density lipoprotein cholesterol (LDL-C). There were statistically significant differences in exposure length, SBP, DBP, body weight, BMI, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, and mean corpuscular volume of red blood cells among workers of different ages in the exposure group ( P<0.05) ; there were statistically significant differences in SBP, DBP, body weight, BMI, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, and mean corpuscular volume of red blood cells among workers with different exposure durations ( P<0.05) ; there were statistically significant differences in exposure length, SBP, DBP, body weight, BMI, red blood cells, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, absolute value of monocytes, mean corpuscular volume of red blood cells, and mean hemoglobin concentration among workers with different BMIs ( P<0.05) . Conclusion:Occupational ionizing radiation is associated with abnormal metabolic indicators such as blood pressure, heart rate, total bile acid, α-L-fucosidase, urea, and creatinine in the human body. More attention should be paid to the risk of chronic metabolic diseases among workers exposed to ionizing radiation.
2.Correlation study of occupational ionizing radiation exposure and human metabolic index abnormalities based on Lasso variable selection
Qiaoying XIE ; Yanming CHU ; Li ZHANG ; Aiai ZHU ; Mingwei WANG ; Deye YANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(9):672-678
Objective:To investigate the correlation between occupational ionizing radiation exposure and abnormal metabolic indicators, providing a basis for assessing the health risks of occupational ionizing radiation workers and establishing a risk prediction model for chronic metabolic diseases.Methods:In January 2023, 7708 individuals were randomly selected from the occupational health examination data in Zhejiang Province. After excluding 16 individuals due to record errors, 2698 on-the-job workers exposed to ionizing radiation from 2020 to 2021 were selected as the exposure group, 2027 pre-employment workers exposed to ionizing radiation from 2016 to 2022 were selected as the pre-employment control group, and 2967 non-ionizing radiation workers from 2016 to 2022 were selected as the control group. Demographic data, blood routine, urine routine, biochemical indicators, and peripheral blood lymphocyte micronucleus rate of each group were collected. One-way ANOVA and rank sum test were used for comparison of indicators. The exposure group was divided into different groups based on age, exposure duration, and body mass index (BMI), and the correlation between indicators and occupational ionizing radiation was analyzed. Lasso variable selection was conducted by constructing a penalty coefficient (λ), and a complete regression model was established.Results:There were statistically significant differences in indicators such as blood pressure, heart rate, and average hemoglobin concentration between the exposure group and the control group, as well as the pre-employment control group ( P<0.05). Through Lasso variable selection, 19 indicators including exposure length, systolic blood pressure (SBP), diastolic blood pressure (DBP), body weight, body mass index (BMI), urine pH value, red blood cell count, microscopic white blood cells, casts, absolute value of monocytes, mean corpuscular volume of red blood cells, mean hemoglobin concentration, alkaline phosphatase, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, and low-density lipoprotein cholesterol (LDL-C). There were statistically significant differences in exposure length, SBP, DBP, body weight, BMI, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, and mean corpuscular volume of red blood cells among workers of different ages in the exposure group ( P<0.05) ; there were statistically significant differences in SBP, DBP, body weight, BMI, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, and mean corpuscular volume of red blood cells among workers with different exposure durations ( P<0.05) ; there were statistically significant differences in exposure length, SBP, DBP, body weight, BMI, red blood cells, microscopic white blood cells, casts, albumin-to-globulin ratio, total bile acid, α-L-fucosidase, urea, creatinine, LDL-C, absolute value of monocytes, mean corpuscular volume of red blood cells, and mean hemoglobin concentration among workers with different BMIs ( P<0.05) . Conclusion:Occupational ionizing radiation is associated with abnormal metabolic indicators such as blood pressure, heart rate, total bile acid, α-L-fucosidase, urea, and creatinine in the human body. More attention should be paid to the risk of chronic metabolic diseases among workers exposed to ionizing radiation.
3.Application of Delphi method and analytic hierarchy process to construct the evaluation index system of healthy enterprises
Aiai ZHU ; Chengjian CAO ; Lei ZHANG ; Jintao LI ; Hong FU ; Kangqianbao ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(2):112-117
Objective:Explore the application of Delphi method and analytic hierarchy process to explore the construction of scientific, objective and comprehensive evaluation index system for healthy enterprise construction and promote the construction of healthy enterprises.Methods:In October 2022, through Delphi expert consultation and analytic hierarchy process, the indexes were screened and the weights of the indexes were determined, and the evaluation index system of healthy enterprises was established.Results:The positive coefficients of experts in the two rounds were all 100.00%, the authority coefficient of experts was 0.82, the coefficients of variation of the indexes in the two rounds were all less than 0.30. The coordination coefficients of experts in the first and second rounds were 0.64 and 0.77, respectively ( P<0.001) . After two rounds of Delphi method expert consultation, a healthy enterprise evaluation index system including 4 first-level indexes, 14 second-level indexes, and 63 third-level indexes was constructed. Conclusion:The constructed health enterprise evaluation index system is highly scientific and reliable, covering the main factors of healthy enterprise construction, and providing a reliable and quantifiable basis and self-assessment basis for the establishment of healthy enterprises.
4.Application of Delphi method and analytic hierarchy process to construct the evaluation index system of healthy enterprises
Aiai ZHU ; Chengjian CAO ; Lei ZHANG ; Jintao LI ; Hong FU ; Kangqianbao ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(2):112-117
Objective:Explore the application of Delphi method and analytic hierarchy process to explore the construction of scientific, objective and comprehensive evaluation index system for healthy enterprise construction and promote the construction of healthy enterprises.Methods:In October 2022, through Delphi expert consultation and analytic hierarchy process, the indexes were screened and the weights of the indexes were determined, and the evaluation index system of healthy enterprises was established.Results:The positive coefficients of experts in the two rounds were all 100.00%, the authority coefficient of experts was 0.82, the coefficients of variation of the indexes in the two rounds were all less than 0.30. The coordination coefficients of experts in the first and second rounds were 0.64 and 0.77, respectively ( P<0.001) . After two rounds of Delphi method expert consultation, a healthy enterprise evaluation index system including 4 first-level indexes, 14 second-level indexes, and 63 third-level indexes was constructed. Conclusion:The constructed health enterprise evaluation index system is highly scientific and reliable, covering the main factors of healthy enterprise construction, and providing a reliable and quantifiable basis and self-assessment basis for the establishment of healthy enterprises.
5.Study on quality of life and influeming factors of occupational disease patients in hangzhou
Zuying HU ; Xiangchun HU ; Aiai ZHU ; Yinji ZHOU ; Meijuan YU ; Yankang FU ; Haiyan MA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(8):590-593
Objective:To investigate and analyze the quality of life of occupational patients in Hangzhou and its influencing factors, so as to improve their qol.Methods:From January 2007 to June 2018, patients with diagnosed occupational diseases in Hangzhou City were randomly sampled in October 2019. The patients'basic condition and quality of life were investigated by self-made questionnaire and SF-36, a total of 303 valid questionnaires were collected and the influencing factors were analyzed by correlation analysis and multiple linear regression.Results:The scores of physiological function, physiological function, physical pain, general health status, energy, social function, emotional function and mental health of the patients with occupational diseases in Hangzhou were lower than those of the general population in China, the differences were statistically significant ( P<0.01) . The main factors affecting the score of quality of life of occupational patients are the types of occupational diseases, the level of disability and the duration of illness, the condition of suffering from other diseases, age, educational level, whether they are entitled to Work Injury Insurance, economic income, medical security and social support, the difference was statistically significant ( P<0.05) . Conclusion:The quality of life of the patients with occupational diseases in Hangzhou City is poor, and the corresponding measures should be established to improve the qulity of life.
6.Application of SF-36 scale in the survey of quality of life of occupational disease patients
Zuying HU ; Xiangchun HU ; Aiai ZHU ; Yinji ZHOU ; Meijuan YU ; Yankang FU ; Haiyan MA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(11):846-848
Objective:To explore the application of the Short Form of Quality of Life (SF-36) scale in the investigation of quality of life of occupational disease patients.Methods:In May 2019, SF-36 scale was used to investigate the occupational disease patients diagnosed in Hangzhou. The reliability of the scale was evaluated by Cronbach's α coefficient, and the validity of the scale was evaluated by exploratory factor analysis.Results:The Cronbach's α coefficients of PF, RP, BP, GH, VT, SF, RE and MH were 0.937, 0.977, 0.870, 0.908, 0.815, 0.701, 0.967 and 0.863 respectively, and the half reliability coefficient α=0.905. The two factor statistics representing physiological and psychological aspects were 0.870, and the approximate chi square value was 1784.337 ( P<0.01) . Compared with the national norm, the scores of each dimension of quality of life of occupational disease patients were significantly lower, and the differences were statistically significant ( P<0.01) ; Compared with the scores of each dimension of quality of life of pneumoconiosis patients, the scores of PF, RP and GH of occupational disease patients were significantly higher, and the differences were statistically significant ( P<0.05) . Conclusion:SF-36 scale has good reliability and validity in measuring the quality of life of patients with occupational diseases, which can be used to evaluate the quality of life of patients with occupational diseases.
7.Study on quality of life and influeming factors of occupational disease patients in hangzhou
Zuying HU ; Xiangchun HU ; Aiai ZHU ; Yinji ZHOU ; Meijuan YU ; Yankang FU ; Haiyan MA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(8):590-593
Objective:To investigate and analyze the quality of life of occupational patients in Hangzhou and its influencing factors, so as to improve their qol.Methods:From January 2007 to June 2018, patients with diagnosed occupational diseases in Hangzhou City were randomly sampled in October 2019. The patients'basic condition and quality of life were investigated by self-made questionnaire and SF-36, a total of 303 valid questionnaires were collected and the influencing factors were analyzed by correlation analysis and multiple linear regression.Results:The scores of physiological function, physiological function, physical pain, general health status, energy, social function, emotional function and mental health of the patients with occupational diseases in Hangzhou were lower than those of the general population in China, the differences were statistically significant ( P<0.01) . The main factors affecting the score of quality of life of occupational patients are the types of occupational diseases, the level of disability and the duration of illness, the condition of suffering from other diseases, age, educational level, whether they are entitled to Work Injury Insurance, economic income, medical security and social support, the difference was statistically significant ( P<0.05) . Conclusion:The quality of life of the patients with occupational diseases in Hangzhou City is poor, and the corresponding measures should be established to improve the qulity of life.
8.Application of SF-36 scale in the survey of quality of life of occupational disease patients
Zuying HU ; Xiangchun HU ; Aiai ZHU ; Yinji ZHOU ; Meijuan YU ; Yankang FU ; Haiyan MA
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(11):846-848
Objective:To explore the application of the Short Form of Quality of Life (SF-36) scale in the investigation of quality of life of occupational disease patients.Methods:In May 2019, SF-36 scale was used to investigate the occupational disease patients diagnosed in Hangzhou. The reliability of the scale was evaluated by Cronbach's α coefficient, and the validity of the scale was evaluated by exploratory factor analysis.Results:The Cronbach's α coefficients of PF, RP, BP, GH, VT, SF, RE and MH were 0.937, 0.977, 0.870, 0.908, 0.815, 0.701, 0.967 and 0.863 respectively, and the half reliability coefficient α=0.905. The two factor statistics representing physiological and psychological aspects were 0.870, and the approximate chi square value was 1784.337 ( P<0.01) . Compared with the national norm, the scores of each dimension of quality of life of occupational disease patients were significantly lower, and the differences were statistically significant ( P<0.01) ; Compared with the scores of each dimension of quality of life of pneumoconiosis patients, the scores of PF, RP and GH of occupational disease patients were significantly higher, and the differences were statistically significant ( P<0.05) . Conclusion:SF-36 scale has good reliability and validity in measuring the quality of life of patients with occupational diseases, which can be used to evaluate the quality of life of patients with occupational diseases.
9. Investigation and analysis of quality of life of some pneumoconiosis patients in Hangzhou
Xiangchun HU ; Zuying HU ; Yankang FU ; Haiyan MA ; Aiai ZHU ; Yinji ZHOU ; Meijuan YU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2019;37(9):673-677
Objective:
To understand the quality of life and influencing factors of patients with pneumoconiosis, and to provide a basis for formulating targeted improvement strategies to improve the quality of life.
Methods:
From April to December 2018, Questionnaire survey was conducted on patients with pneumoconiosis that diagnosed in Hangzhou Hospital for the Prevention and Treatment of Occupational Disease, using self-made questionnaire and SF-36.237 valid questionnaires were used to investigate the basic conditions, health services, social assistance and quality of life of patients, and analyze the influencing factors of quality of life.
Results:
Hangzhou city's some pneumoconiosis patients were mostly with monthly income <3000 yuan (72.6%, 172/237) ; more patients with medical expenses of 8000 to 25000 yuan per year (60.3%, 143/237) ; The proportion of patients receiving medical assistance and work-related injury insurance was low, at 2.1% (5/237) and 23.8% (54/227) respectively. The scores of Pneumoconiosis patients in PhysicalFunction (PF) , Role-Physical (RP) , Bodily Pain (BP) , General Health (GH) , Vitality (VT) , Social Function (SF) , Role-Emotional (RE) and Mental Health (MH) were lower than the national norm (
10.JI Laixi's experience of acupuncture and moxibustion for knee osteoarthritis.
Shangqing LI ; Aiai DONG ; Zhijun HU ; Xinzhi ZHU
Chinese Acupuncture & Moxibustion 2018;38(1):71-74
In theory of TCM, the root cause of knee osteoarthritis () is the deficiency of liver and kidney, while the symptoms are involved with multiple damages of muscles, tendons and joints. The exogenous evil of wind, coldness, dampness and heat as well as the blood stasis usually block the meridians and collaterals, which cause the knee osteoarthritis. Professorselects acupoints based on syndrome differentiation, and treats both root cause and symptoms. He attaches importance to thepoints, and takes pain as acupoints. He also treats the lower part of body using the upper acupoints, and treats knees through stimulating the low back. The basic acupoints include the affected Dubi (ST 35), Yinlingquan (SP 9), Yanglingquan (GB 34), Liangqiu (ST 34), Xuehai (SP 10),point (extral) andpoint in the knees and waist. Fengchi (GB 20) and Geshu (BL 17) are added for the symptom of wind; Guanyuan (CV 4) is added for the symptom of coldness; Zusanli (ST 36) is added for the symptom of dampness; Quchi (LI 11) is added for the symptom of heat; Fenglong (ST 40) and Sanyinjiao (SP 6) are added for the symptom of phlegm-stasis; Ganshu (BL 18) and Shenshu (BL 23) are added for the deficiency of the liver and kidney. The technical combination of acupuncture, including needle-knife, fire needle, bloodletting, regular acupuncture, TDP, are applied to regulate the patients' deficiency and excess using the nine-six reinforcing and reducing methods, and pay high attention to the mind regulation. Using this method, the efficacy is significant.

Result Analysis
Print
Save
E-mail