1.Impact of complex environmental exposures on acute symptoms in Jinan: Based on LASSO variable selection and generalized additive mixed models
Yongxue CUI ; Fangyi WANG ; Qi ZHANG ; Caixia MA ; Xingyi GENG
Journal of Environmental and Occupational Medicine 2025;42(10):1177-1184
Background Air pollution and meteorological factors exert complex nonlinear effects on acute symptoms in the population, with intricate interactions among these factors. Traditional statistical methods struggle to simultaneously address complex nonlinear relationships and multicollinearity issues. Objective To delineate the dynamic effects of air pollutants and meteorological parameters on acute symptoms in three distinct populations with the multicollinearity being addressed and to generate reliable scientific evidence for prevention and control of health risk factors. Methods A time-series study design was employed to collect data on air pollution (daily mean temperature, daily precipitation, daily mean relative humidity, and daily mean wind speed), meteorological factors [Air Quality Index (AQI), fine particulate matter (PM2.5), inhalable particulate matter (PM10), sulfur dioxide (SO2), nitrogen dioxide (NO2), carbon monoxide (CO), and 8-hour maximum ozone (O3)], and acute symptoms such as fever, cough, and sore throat in Jinan from June to December 2023. Key variables were selected using least absolute shrinkage and selection operator (LASSO) regression, followed by generalized additive mixed modeling (GAMM) to analyze the health effects of combined environmental exposures to air pollution and meteorological factors. Linear variables were modeled using linear mixed-effects function, nonlinear variables were smoothed using thin-plate regression splines, and variables with interaction effects were smoothed using low-rank scale-invariant tensor product splines. Fluctuations in independent variables following a normal distribution were treated as sampling errors and incorporated as random effects in the GAMM. Results For fever, the daily mean temperature, daily mean relative humidity, daily mean wind speed, and ambient SO2 were statistically significant (P<0.05), with daily mean wind speed being a linear influencing factor. When the daily mean temperature was below 3 °C, each 10 °C increase corresponded to a relative risk (RR) of 2.64 (95%CI: 2.50, 2.79). When the daily mean temperature was ≥3 °C, each 10 °C increase corresponded to an RR of 0.86 (95%CI: 0.83, 0.89). Each 10% increase in daily mean relative humidity was associated with an RR of 0.93 (95%CI: 0.89, 0.97). Each 1 m·s−1 increase in daily mean wind speed corresponded to an RR of 1.06 (95%CI: 1.02, 1.10). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.01 (95%CI: 0.98, 1.05), 1.21 (95%CI: 1.17, 1.24), and 0.97 (95%CI: 0.94, 0.99), respectively. For cough, the daily mean temperature, daily mean relative humidity, PM10, and SO2 were statistically significant (P<0.001), with PM10 being a linear influencing factor. When the daily mean temperature was below 1 °C, each 10 °C increase corresponded to an RR of 1.47 (95%CI: 1.42, 1.52). When the daily mean temperature was ≥1 °C, each 10 °C increase corresponded to an RR of 0.85 (95%CI: 0.82, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.95 (95%CI: 0.92, 0.98). Each 50 μg·m−3 increase in PM10 concentration corresponded to an RR of 1.05 (95%CI: 1.02, 1.08). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥ 12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.00 (95%CI: 0.97, 1.03), 1.12 (95%CI: 1.09, 1.16), and 0.98 (95%CI: 0.95, 1.00), respectively. For sore throat, the daily mean temperature, daily mean relative humidity, daily mean wind speed, PM10, and SO2 were statistically significant (P<0.05), with daily mean wind speed and PM10 being linear influencing factors. When the daily mean temperature was below 2 °C, each 10 °C increase corresponded to an RR of 1.82 (95%CI: 1.69, 1.96). When the daily mean temperature was ≥2 °C, each 10 °C increase corresponded to an RR of 0.81 (95%CI: 0.77, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.94 (95%CI: 0.88, 1.00). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.02 (95%CI: 0.97, 1.08), 1.13 (95%CI: 1.08, 1.19), and 0.98 (95%CI: 0.94, 1.02), respectively. Each 1 m·s−1 increase in daily mean wind speed and each 50 μg·m−3 increase in PM10 concentration were associated with RR values of 1.06 (95%CI: 1.00, 1.12) and 1.04 (95%CI: 0.98, 1.10), respectively. An interaction effect was observed between daily mean wind speed and PM10: increasing daily mean wind speed non-linearly reduced the impact of PM10, on sore throat whereas PM10 had no significant effect on wind speed. Conclusion This study, by combining LASSO and GAMM, largely eliminates the multicollinearity among selected variables. It reveals complex non-linear effects and interactions between air pollutants, meteorological factors, and acute symptoms in different population groups in Jinan. The symptoms like fever, cough, and sore throat are non-linearly associated with daily mean temperature and SO2 concentration, while PM10 and wind speed show a linear relationship or interactive effects. These findings provide a new basis for the precise prevention and control of health risk factors.
2.Different therapeutic methods combined with TACE for primary liver cancer complicated by upper gastrointestinal bleeding:evaluation of clinical efficacy
Liming CAO ; Yongxue ZHANG ; Zhihui LIANG ; Liang LI ; Jinguo CUI ; Weiqiang REN
Journal of Interventional Radiology 2024;33(1):33-37
Objective To compare the clinical efficacy of three different therapies,including transjugular intrahepatic portosystemic shunt(TIPS)treatment,endoscopic treatment and medication treatment,combined with transhepatic arterial chemoembolization(TACE)in treating primary liver cancer complicated by portal hypertension and upper gastrointestinal bleeding.Methods A total of 105 patients with primary liver cancer associated with portal hypertension and upper gastrointestinal bleeding,who were admitted to the No.980 Hospital of PLA Joint Logistics Support Forces of China to receive treatment between January 2014 and June 2020,were enrolled in this study.According to the therapeutic scheme,the patients were divided into TIPS+TACE group(TIPS group,n=25),endoscopy+TACE group(endoscopy group,n=30),and medication+TACE group(medication group,n=50).The clinical efficacy,recurrence rate of bleeding,incidence of hepatic encephalopathy,and survival rate were compared between each other among the three groups.Results The differences in the postoperative 6-month,12-month and 24-month recurrence rates of bleeding between each other among the three groups were statistically significant(all P<0.05).In TIPS group,the portal vein pressure decreased from preoperative(38.47±9.35)mmHg(1 mmHg=0.133 kPa)to postoperative(25.24±5.68)mmHg,the difference was statistically significant(P<0.05).After treatment,the hemoglobin level in the three groups showed varying degrees of elevation,which in the TIPS group and endoscopy group were better than that in the medication group,the differences were statistically significant(P<0.05).In all three groups,the differences in the recurrence rate of bleeding between postoperative 6-month value,12-month value and 24-month value were statistically significant(all P<0.05).The postoperative 6-month,12-month and 24-month recurrence rates of bleeding in the TIPS group were lower than those in the endoscopy group and the medication group,and the differences were statistically significant(P<0.05).The postoperative 12-month and 24-month recurrence rates of bleeding in the TIPS group were lower than those in the endoscopy group,and the differences were statistically significant(P<0.05).The postoperative 12-month and 24-month recurrence rates of bleeding in the endoscopy group were lower than those in the medication group(P<0.05),and the difference in the postoperative 6-month recurrence rate of bleeding between the two groups was not statistically significant(P>0.05).The postoperative 6-month and 12-month incidences of hepatic encephalopathy in the TIPS group were higher than those in the endoscopy group and the medication group,the differences were statistically significant(P<0.05),while the differences in the postoperative 6-month and 12-month incidences of hepatic encephalopathy between the endoscopy group and the medication group were not statistically significant(P>0.05),and the differences in the postoperative 24-month incidence of hepatic encephalopathy between each other among the three groups were not statistically significant(P>0.05).No statistically significant difference in the 6-month mortality existed between TIPS group and endoscopy group(P>0.05),and the 6-month mortality of both TIPS group and endoscopy group was remarkably lower than that of the medication group(P<0.05).The postoperative 12-month mortality and 24-month mortality in TIPS group were lower than those in the endoscopy group and the medication group,and the differences were statistically significant(P<0.05),but the differences in the postoperative 12-month mortality and 24-month mortality between the endoscopy group and the medication group were not statistically significant(P>0.05).Conclusion For primary liver cancer associated with portal hypertension and upper gastrointestinal bleeding,TIPS combined with TACE can effectively control tumor progression and prolong survival.(J Intervent Radiol,2024,32:33-37)
3.Analysis of temporal and spatial characteristics of fluoride in drinking water in rural areas of Jinan City from 2015 to 2018
Xiumiao PENG ; Meng CAO ; Ying ZHANG ; Yang ZHANG ; Bing SHAN ; Yongxue CUI ; Liangliang CUI
Chinese Journal of Endemiology 2020;39(4):273-277
Objective:To understand the temporal and spatial characteristics of fluoride in rural drinking water in Jinan City.Methods:From 2015 to 2018, the factory water and terminal water samples of centralized rural water supply system were collected from all townships (streets) in 7 agriculture-related districts (counties) in Jinan City during dry season and high water season. Water samples were collected, stored, transported and tested in accordance with the "Standard Examination Methods for Drinking Water" (GB/T 5750-2006). The time, region, endemic areas (Zhangqiu, Jiyang, Shanghe, Licheng, Changqing) and non-endemic areas (Pingyin, Tianqiao) of drinking water type fluorosis, water periods (dry season and high water season), water samples (factory water and terminal water), water sources (shallow well water, deep well water, river water and reservoir water) of water fluorine were analyzed descriptively.Results:A total of 1 638 water samples were collected from 2015 to 2018, the median of water fluorine was 0.400 mg/L, ranging from 0.002 to 2.700 mg/L. The differences in water fluorine of different year (0.400, 0.430, 0.490, 0.360 mg/L) were statistically significant ( H = 33.907, P < 0.01). Total water fluorine excess rate was 5.49% (90/1 638), there were 3 districts with water fluorine excess, namely Jiyang [26.11% (59/226)], Zhangqiu [6.12% (30/490)] and Licheng [0.53% (1/188)]. The median of water fluorine in endemic areas (1 398 samples) was 0.420 mg/L, the non-endemic areas (240 samples) was 0.320 mg/L, and the water fluorine in endemic areas was significantly higher than that in non-endemic areas ( Z =-6.490, P < 0.01). The water fluorine excess rate in endemic areas was 6.44% (90/1 398), and there was no water fluorine excess in non-endemic areas. The median of water fluorine in both dry season (819 samples) and high water season (819 samples) was 0.400 mg/L. The median of water fluorine of factory water (392 samples) was 0.320 mg/L, the terminal water (1 246 samples) was 0.450 mg/L, and the water fluorine of terminal water was significantly higher than that of factory water ( Z =-6.881, P < 0.01). The water fluorine excess rates of shallow well water and deep well water were 31.76% (47/148) and 3.82% (43/1 126), respectively, and there were no water fluorine excess in river water and reservoir water. Conclusions:Fluoride of drinking water in rural areas of Jinan City exceeds the standard, mainly concentrated in Jiyang District. The water fluorine in endemic areas is higher than that in non-endemic areas, water fluorine of terminal water is higher than that of factory water, shallow well water and deep well water as the sources of water has excessive water fluoride, and the general survey and detection of fluoride content in residents' drinking water should be continuously carried out.
4. Analysis of pesticide poisoning in Ji'nan during 2012-2016
Xiumiao PENG ; Yongxue CUI ; Liangliang CUI ; Wenjing ZHOU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2018;36(3):198-201
Objective:
To study the current situation and distribution characteristics of pesticide poisoning in Ji'nan area, and to provide the basis for formulating the policy of scientific prevention and control of pesticide poisoning.
Methods:
The cases of pesticide poisoning from 2012 to 2016 were collected from medical institutions in Ji'nan, and the data was subjected to statistical analysis.
Results:
From 2012 to 2016 in Ji'nan reported a total of 2 237 cases of pesticide poisoning, non productive pesticide poisoning cases (72.78%, 2 149/2 237) and mortality (17.73%, 381/2 149) was significantly higher than that of productive pesticide poisoning. The average age is 46.78±18.57. The highest mortality rate of pesticide poisoning is more than 70 age group of the non productive pesticide poisoning. Organophosphorus pesticides (67.68%, 1 514/2 237) are the main pesticides causing poisoning, followed by herbicide (23.74%, 531/2 237). The highest mortality rate of pesticide was Paraquat (36.45%, 160/439), the second is the dichlorvos (19.19%, 170/886).
Conclusion
Pesticide poisoning is a public health problem and social problem which is harmful to the health of the residents in Ji'nan. It is necessary to strengthen the control and management of high toxic pesticides. Pay attention to the psychological intervention of elderly people to reduce the incidence of pesticide poisoning.
5.A retrospective study of the application value of 18 F-FDG PET/CT in patients with fever of unknown origin
Peng WANG ; Xiaoli LAN ; Yongxue ZHANG ; Hongyan QI ; Bangping CUI
Chongqing Medicine 2016;45(16):2163-2166
Objective To evaluate the application value of 18 F‐FDG PET/CT in patients with fever of unknown origin (FUO) to improve the etiological diagnosis accuracy of PET/CT in patients with FUO and provide better service for clinical prac‐tice .Methods Clinical data and imaging results of 144 cases of FUO patients diagnosed through 18 F‐FDG PET/CT examination in Wuhan union hospital from December 2009 to December 2011 were retrospectively analyzed .The final diagnoses were based on sur‐gical pathology ,aspiration cytology ,or discharge diagnosis combined with more than 12 months of follow‐up results .All the PET/CT images were analyzed and the clinical application value of PET/CT in FUO patients were evaluated through the diagnose rate , diagnose efficiency and clinical staging of malignant tumor .Results Among the 144 patients ,there were 130 cases ultimately had clear diagnosis ,which including 41 cases of malignant tumor ,89 cases of benign lesions and 14 cases the cause of unknown .PET/CT detected abnormal lesions for 97 .6% (40/41) of patients with malignant lesions and 88 .7% (79/89) of patients with benign le‐sions ,and the diagnostic sensitivity ,specificity ,accuracy ,positive predictive value ,and negative predictive value were :97 .6% (40/41) ,86 .5% (77/89) ,90% (117/130) ,76 .9% (40/52) and 98 .7% (77/78) .PET/CT detected the primary lesions for the first time in 46 .3% (19/41) patients with malignant tumor ,and detected more lesions than the traditional imaging methods in 92 .7% (38/41) of these patients .Conclusion 18 F‐FDG PET/CT imaging can provided important reference value for the detection of primary lesions ,the qualitative diagnosis of benign and malignant lesions and clinical staging of malignant lesions .

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