1.Contribution of Ambient Air Pollution on Risk Assessment of Type 2 Diabetes Mellitus via Explainable Machine Learning.
Zhong Ao DING ; Li Ying ZHANG ; Rui Ying LI ; Miao Miao NIU ; Bo ZHAO ; Xiao Kang DONG ; Xiao Tian LIU ; Jian HOU ; Zhen Xing MAO ; Chong Jian WANG
Biomedical and Environmental Sciences 2023;36(6):557-560
2.Associations between indoor volatile organic compounds and nocturnal heart rate variability of young female adults: A panel study.
Xue Zhao JI ; Shan LIU ; Wan Zhou WANG ; Ye Tong ZHAO ; Lu Yi LI ; Wen Lou ZHANG ; Guo Feng SHEN ; Fu Rong DENG ; Xin Biao GUO
Journal of Peking University(Health Sciences) 2023;55(3):488-494
OBJECTIVE:
To investigate the association between short-term exposure to indoor total volatile organic compounds (TVOC) and nocturnal heart rate variability (HRV) among young female adults.
METHODS:
This panel study recruited 50 young females from one university in Beijing, China from December 2021 to April 2022. All the participants underwent two sequential visits. During each visit, real time indoor TVOC concentration was monitored using an indoor air quality detector. The real time levels of indoor temperature, relative humidity, noise, carbon dioxide and fine particulate matter were monitored using a temperature and humidity meter, a noise meter, a carbon dioxide meter and a particulate counter, respectively. HRV parameters were measured using a 12-lead Holter. Mixed-effects models were used to evaluate the association between the TVOC and HRV parameters and establish the exposure-response relationships, and two-pollutant models were applied to examine the robustness of the results.
RESULTS:
The mean age of the 50 female subjects was (22.5±2.3) years, and the mean body mass index was (20.4±1.9) kg/m2. During this study, the median (interquartile range) of indoor TVOC concentrations was 0.069 (0.046) mg/m3, the median (interquartile range) of indoor temperature, relative humidity, carbon dioxide concentration, noise level and fine particulate matter concentration were 24.3 (2.7) ℃, 38.5% (15.0%), 0.1% (0.1%), 52.7 (5.8) dB(A) and 10.3 (21.5) μg/m3, respectively. Short-term exposure to indoor TVOC was associated with significant changes in time-domain and frequency-domain HRV parameters, and the exposure metric for most HRV parameters with the most significant changes was 1 h-moving average. Along with a 0.01 mg/m3 increment in 1 h-moving average concentration of indoor TVOC, this study observed decreases of 1.89% (95%CI: -2.28%, -1.50%) in standard deviation of all normal to normal intervals (SDNN), 1.92% (95%CI: -2.32%, -1.51%) in standard deviation of average normal to normal intervals (SDANN), 0.64% (95%CI: -1.13%, -0.14%) in percentage of adjacent NN intervals differing by more than 50 ms (pNN50), 3.52% (95%CI: -4.30%, -2.74%) in total power (TP), 5.01% (95%CI: -6.21%, -3.79%) in very low frequency (VLF) power, and 4.36% (95%CI: -5.16%, -3.55%) in low frequency (LF) power. The exposure-response curves showed that indoor TVOC was negatively correlated with SDNN, SDANN, TP, and VLF when the concentration exceeded 0.1 mg/m3. The two-pollutant models indicated that the results were generally robust after controlling indoor noise and fine particulate matter.
CONCLUSION
Short-term exposure to indoor TVOC was associated with significant negative changes in nocturnal HRV of young women. This study provides an important scientific basis for relevant prevention and control measures.
Humans
;
Female
;
Adult
;
Young Adult
;
Air Pollutants/analysis*
;
Heart Rate/physiology*
;
Volatile Organic Compounds/analysis*
;
Carbon Dioxide
;
Particulate Matter/adverse effects*
;
Environmental Pollutants
3.Cardiovascular and Cerebrovascular Diseases Induced by Air Pollution.
Yi-Cheng YANG ; Jia-Wen LI ; Bo SUN ; Yi-Lin CHEN ; Shu-Qun SHEN ; Chao YUAN
Acta Academiae Medicinae Sinicae 2022;44(2):318-323
Air pollution has severe detrimental effects on public health.A substantial number of studies have demonstrated that air pollution exposure is a risk factor for the occurrence of cardiovascular and cerebrovascular diseases and a cause of non-communicable diseases.Both long-term and short-term exposure to air pollution are associated with respiratory diseases,stroke,coronary artery disease,and diabetes.Aiming to better understand the association,we reviewed the latest studies about the association of air pollution with cardiovascular and cerebrovascular diseases,especially stroke,coronary heart disease,arrhythmia,hypertension,and heart failure,and summarized the underlying mechanisms of the health damage caused by long-term and short-term exposure to air pollution.
Air Pollutants/analysis*
;
Air Pollution/adverse effects*
;
Cardiovascular Diseases/etiology*
;
Cerebrovascular Disorders/etiology*
;
Environmental Exposure/analysis*
;
Humans
;
Particulate Matter/analysis*
;
Stroke/complications*
4.A panel study on the acute respiratory effects of ambient particles of different sizes on children in Shanghai.
Hong Jin LI ; Yi Han WU ; Dong XU ; Hai Dong KAN ; Ren Jie CHEN
Chinese Journal of Preventive Medicine 2022;56(3):322-327
Objective: To explore the association between size-fractionated particle number concentrations (PNC) and respiratory health in children. Methods: From November 2018 to June 2019, there were 65 children aged 6-9 years from an elementary school in shanghai recruited in this panel study with three rounds of follow-up. The forced vital capacity (FVC), forced expiratory volume in the first second (FEV1), and exhaled nitric oxide (FeNO) levels were measured and buccal mucosa samples of children were collected at each follow-up visit. The level of PNC, temperature and humidity of the elementary school was monitored from 3 days before each physical examination to the end of the physical examination. The linear mixed effects model was used to analyze the association between PNC and indicators of respiratory health in children. Results: Linear mixed effects model analysis revealed that, at lag 2 day, an interquartile range increase in PNC for particles measuring 0.25-0.40 μm was associated with the absolute changes in FVC, FEV1 and abundance-based coverage estimator (ACE) about -60.15 ml (95%CI:-88.97 ml, -31.32 ml), -34.26 ml (95%CI:-63.22 ml, -5.31 ml), -6.00 (95%CI:-9.15, -2.84) and percentage change in FeNO about 12.10% (95%CI: 3.05%, 21.95%), respectively. These adverse health effects increased with the decrease of particle size. Conclusion: The short-term exposure to particulate matter is associated with reduced lung function, buccal microbe diversity and higher airway inflammation level among children. These adverse health effects may increase with the decrease of particle size.
Air Pollutants/analysis*
;
Child
;
China
;
Environmental Exposure/analysis*
;
Humans
;
Lung
;
Nitric Oxide
;
Particulate Matter/adverse effects*
;
Vital Capacity
5.Effect of modification of antihypertensive medications on the association of nitrogen dioxide long-term exposure and chronic kidney disease.
Lin MA ; Jing Yi WU ; Shuang Cheng LI ; Peng Fei LI ; Lu Xia ZHANG
Journal of Peking University(Health Sciences) 2022;54(5):1047-1055
OBJECTIVE:
To investigate the potential effect of modification of antihypertensive medications on the association of nitrogen dioxide (NO2) long-term exposure and chronic kidney disease (CKD).
METHODS:
Data of the national representative sample of adult population from the China National Survey of Chronic Kidney Disease (2007-2010) were included in the analyses, and exposure data of NO2 were collected and matched. Generalized mixed-effects models were used to analyze the associations between NO2 and CKD, stratified by the presence of hypertension and taking antihypertensive medications. The stratified exposure-response curves of NO2 and CKD were fitted using the natural spine smoothing function. The modifying effects of antihypertensive medications on the association and the exposure-response curve of NO2 and CKD were analyzed.
RESULTS:
Data of 45 136 participants were included, with an average age of (49.5±15.3) years. The annual average exposure concentration of NO2 was (7.2±6.4) μg/m3. Altogether 6 517 (14.4%) participants were taking antihypertensive medications, and 4 833 (10.7%) participants were identified as having CKD. After adjustment for potential confounders, in the hypertension population not using antihypertensive medications, long-term exposure to NO2 was associated with a significant increase risk of CKD (OR: 1.38, 95%CI: 1.24-1.54, P < 0.001); while in the hypertension population using antihypertensive medications, no significant association between long-term exposure to NO2 and CKD (OR: 0.96, 95%CI: 0.86-1.07, P=0.431) was observed. The exposure-response curve of NO2 and CKD suggested that there was a non-linear trend in the association between NO2 and CKD. The antihypertension medications showed significant modifying effects both on the association and the exposure-response curve of NO2 and CKD (interaction P < 0.001).
CONCLUSION
The association between long-term exposure to NO2 and CKD was modified by antihypertensive medications. Taking antihypertensive medications may mitigate the effect of long-term exposure to NO2 on CKD.
Adult
;
Air Pollutants/analysis*
;
Air Pollution/analysis*
;
Antihypertensive Agents/adverse effects*
;
Environmental Exposure/analysis*
;
Humans
;
Hypertension/epidemiology*
;
Middle Aged
;
Nitrogen Dioxide/analysis*
;
Particulate Matter
;
Renal Insufficiency, Chronic/epidemiology*
6.Lung function and air pollution exposure in adults with asthma in Beijing: a 2-year longitudinal panel study.
Jun WANG ; Wenshuai XU ; Xinlun TIAN ; Yanli YANG ; Shao-Ting WANG ; Kai-Feng XU
Frontiers of Medicine 2022;16(4):574-583
The effect of air pollution on the lung function of adults with asthma remains unclear to date. This study followed 112 patients with asthma at 3-month intervals for 2 years. The pollutant exposure of the participants was estimated using the inverse distance weight method. The participants were divided into three groups according to their lung function level at every visit. A linear mixed-effect model was applied to predict the change in lung function with each unit change in pollution concentration. Exposure to carbon monoxide (CO) and particles less than 2.5 micrometers in diameter (PM2.5) was negatively associated with large airway function in participants. In the severe group, exposure to chronic sulfur dioxide (SO2) was negatively associated with post-bronchodilator forced expiratory flow at 50%, between 25% and 75% of vital capacity % predicted (change of 95% CI per unit: -0.34 (-0.55, -0.12), -0.24 (-0.44, -0.03), respectively). In the mild group, the effect of SO2 on the small airways was similar to that in the severe group, and it was negatively associated with large airway function. Exposure to CO and PM2.5 was negatively associated with the large airway function of adults with asthma. The negative effects of SO2 were more evident and widely observed in adults with severe and mild asthma than in adults with moderate asthma. Patients with asthma react differently to air pollutants as evidenced by their lung function levels.
Adult
;
Air Pollutants/analysis*
;
Air Pollution/adverse effects*
;
Asthma/epidemiology*
;
Beijing/epidemiology*
;
Environmental Exposure/adverse effects*
;
Humans
;
Lung
;
Particulate Matter/analysis*
;
Sulfur Dioxide/adverse effects*
7.Effect of Gaseous Pollutant Concentration on the Number of Daily Outpatient Visits for Acne in Lanzhou.
Mohan YIN ; Chun Rui SHI ; Yuan HE ; Yao BAI ; Qi GUANG ; Zhi Cheng LUO ; Qun XI
Acta Academiae Medicinae Sinicae 2021;43(2):180-187
Objective To determine the relationship between air pollutants [SO
Acne Vulgaris
;
Air Pollution/adverse effects*
;
China/epidemiology*
;
Environmental Pollutants
;
Female
;
Gases
;
Humans
;
Male
;
Outpatients
8.Effects of short-term exposure to ambient airborne pollutants on COPD-related mortality among the elderly residents of Chengdu city in Southwest China.
Jianyu CHEN ; Chunli SHI ; Yang LI ; Hongzhen NI ; Jie ZENG ; Rong LU ; Li ZHANG
Environmental Health and Preventive Medicine 2021;26(1):7-7
BACKGROUND:
Chronic obstructive pulmonary disease (COPD) has become a severe global burden in terms of both health and the economy. Few studies, however, have thoroughly assessed the influence of air pollution on COPD-related mortality among elderly people in developing areas in the hinterland of southwestern China. This study is the first to examine the association between short-term exposure to ambient airborne pollutants and COPD-related mortality among elderly people in the central Sichuan Basin of southwestern China.
METHODS:
Data on COPD-related mortality among elderly people aged 60 and older were obtained from the Population Death Information Registration and Management System (PDIRMS). Data on airborne pollutants comprised of particulate matter < 2.5 μm in aerodynamic diameter (PM
RESULTS:
A total of 61,058 COPD-related deaths of people aged 60 and older were obtained. Controlling the influences of daily temperature and relative humidity, interquartile range (IQR) concentration increases of PM
CONCLUSIONS
Increased concentrations of ambient airborne pollutants composed of PM
Aged
;
Aged, 80 and over
;
Air Pollutants/adverse effects*
;
China/epidemiology*
;
Cities/epidemiology*
;
Environmental Exposure/adverse effects*
;
Female
;
Humans
;
Male
;
Middle Aged
;
Pulmonary Disease, Chronic Obstructive/mortality*
;
Time Factors
9.Association between exposure to ambient air pollution and hospital admission, incidence, and mortality of stroke: an updated systematic review and meta-analysis of more than 23 million participants.
Zhiping NIU ; Feifei LIU ; Hongmei YU ; Shaotang WU ; Hao XIANG
Environmental Health and Preventive Medicine 2021;26(1):15-15
BACKGROUND:
Previous studies have suggested that exposure to air pollution may increase stroke risk, but the results remain inconsistent. Evidence of more recent studies is highly warranted, especially gas air pollutants.
METHODS:
We searched PubMed, Embase, and Web of Science to identify studies till February 2020 and conducted a meta-analysis on the association between air pollution (PM
RESULTS:
A total of 68 studies conducted from more than 23 million participants were included in our meta-analysis. Meta-analyses showed significant associations of all six air pollutants and stroke hospital admission (e.g., PM
CONCLUSIONS
Exposure to air pollution was positively associated with an increased risk of stroke hospital admission (PM
Air Pollutants/adverse effects*
;
Air Pollution/adverse effects*
;
Environmental Exposure/adverse effects*
;
Hospitalization/statistics & numerical data*
;
Humans
;
Incidence
;
Particle Size
;
Particulate Matter/adverse effects*
;
Stroke/mortality*
10.Outdoor air pollution and diminished ovarian reserve among infertile Korean women.
Hannah KIM ; Seung-Ah CHOE ; Ok-Jin KIM ; Sun-Young KIM ; Seulgi KIM ; Changmin IM ; You Shin KIM ; Tae Ki YOON
Environmental Health and Preventive Medicine 2021;26(1):20-20
BACKGROUND:
Mounting evidence implicates an association between ambient air pollution and impaired reproductive potential of human. Our study aimed to assess the association between air pollution and ovarian reserve in young, infertile women.
METHODS:
Our study included 2276 Korean women who attended a single fertility center in 2016-2018. Women's exposure to air pollution was assessed using concentrations of particulate matter (PM
RESULTS:
The mean age was 36.6 ± 4.2 years and AMH level was 3.3 ± 3.1 ng/mL in the study population. Average AMH ratio was 0.8 ± 0.7 and low AMH was observed in 10.3% of women (n=235). The average concentration of six air pollutants was not different between the normal ovarian reserve and low AMH groups for all averaging periods. In multivariable models, an interquartile range (IQR)-increase in 1 month-average PM
CONCLUSIONS
In a cohort of infertile Korean women, there was a suggestive evidence of the negative association between ambient PM concentration and ovarian reserve, highlighting the potential adverse impact of air pollution on women's fertility.
Adult
;
Air Pollutants/adverse effects*
;
Air Pollution/adverse effects*
;
Environmental Exposure/adverse effects*
;
Female
;
Humans
;
Infertility, Female/etiology*
;
Ovarian Reserve/physiology*
;
Republic of Korea

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