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Zhou J, Wu J, Jiang D, Cai S, Zhang C, Ying J, Cao J, Song Y, Song P. National, regional and provincial prevalence of childhood hypertension in China in 2020: a systematic review and modelling study. THE LANCET. CHILD & ADOLESCENT HEALTH 2024:S2352-4642(24)00260-8. [PMID: 39488220 DOI: 10.1016/s2352-4642(24)00260-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Childhood hypertension is a growing health concern in China. Accurate estimation of prevalence is essential but challenging due to the variability of blood pressure and the need for multiple occasions for confirmation. This study aimed to estimate the national, regional, and provincial prevalence of childhood hypertension in China in 2020. METHODS For this systematic review and modelling study, we did a comprehensive literature search of epidemiological studies reporting the prevalence of elevated blood pressure (EBP) or hypertension among Chinese children (aged 18 years or younger) that were published between Jan 1, 1990 and June 20, 2024 in PubMed, Embase, MEDLINE, China National Knowledge Infrastructure, Wanfang Data, and Chinese Science and Technology Journal Database. EBP was defined as blood pressure greater than or equal to the 95th percentile on a single occasion, and childhood hypertension as blood pressure greater than or equal to the 95th percentile consistently across three occasions. First, we estimated the prevalence of childhood EBP using a multi-level mixed-effects meta-regression and the pooled odds ratios (ORs) for factors associated with childhood EBP through random-effects meta-analysis. Second, the ratio of childhood EBP to childhood hypertension was calculated via random-effects meta-analysis, based on which the national and regional prevalence of childhood hypertension was imputed. Finally, we derived the provincial prevalence of childhood hypertension using an associated factor-based model. The review protocol was registered in PROSPERO (CRD42024537570). FINDINGS We identified 8872 records, of which 134 articles covering 22 431 861 children were included. In 2020, the overall prevalence of hypertension among Chinese children aged 6-18 years was 3·11% (95% CI 2·35-4·04), equivalent to 6·80 million (5·13-8·83) affected children. The prevalence of childhood hypertension ranged from 2·25% (1·54-2·75) for children aged 6 years to 2·01% (1·36-3·37) for those aged 18 years, peaking at 3·84% (2·97-4·94) for those aged 14 years. The overall prevalence was higher in boys (3·34% [2·53-4·35]) than in girls (2·85% [2·13-3·69]). Associations between four factors (overweight, obesity, salted food intake, and family history of hypertension) and childhood EBP were graded as highly suggestive evidence. INTERPRETATION This study reveals substantial regional and provincial variations in the prevalence of childhood hypertension in China. Our findings could inform targeted public health initiatives and optimise resource allocation to address this public health concern. FUNDING This study was supported by the National Natural Science Foundation of China (72104211 and 82273654) and the Chao Kuang Piu High-tech Development Fund (2022RC019). TRANSLATION For the Chinese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Jiali Zhou
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Jing Wu
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Denan Jiang
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China; International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China
| | - Shan Cai
- Institute of Child and Adolescent Health and School of Public Health, Peking University, Beijing, China; National Health Commission Key Laboratory of Reproductive Health, Beijing, China
| | - Chenhao Zhang
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Jiayao Ying
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Jin Cao
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Yi Song
- Institute of Child and Adolescent Health and School of Public Health, Peking University, Beijing, China; National Health Commission Key Laboratory of Reproductive Health, Beijing, China
| | - Peige Song
- Center for Clinical Big Data and Statistics of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China; School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
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Bai L, Zhou J, Tong L, Ding W. Association between body composition and blood pressure in normal-weight Chinese children and adolescents. BMC Pediatr 2022; 22:240. [PMID: 35501836 PMCID: PMC9063238 DOI: 10.1186/s12887-022-03289-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 04/14/2022] [Indexed: 11/30/2022] Open
Abstract
Background The aim of this study was to assess the associations of body fat distribution and lean body mass (LBM) with blood pressure (BP) in normal-weight Chinese children and adolescents. Methods A total of 898 normal-weight Chinese children and adolescents, aged 10–18 years, were included this cross-sectional study via a cluster sampling method. The bioelectrical impedance analysis (BIA) was used to measure body composition. The participants were measured for blood pressure (BP) using a calibrated electronic sphygmomanometer according to the standard method by the "American Hypertension Education Project Working Group". Results Body composition was related to abnormal BP in normal-weight children and adolescents. After the model adjusted for age, smoking, and drinking, regression analysis showed that fat mass percentage (FMP) was negatively associated with abnormal BP, while LBM was positively associated with abnormal BP in boys(P < 0.05). Whereas FMP and visceral fat level (VFL) were positively associated with abnormal BP in girls (P < 0.05). Conclusions There are sex differences in the relationships between total body fat, visceral fat and lean body mass with abnormal BP in normal-weight youths. Therefore, it is of great significance to pay attention to the relative influence of the body composition of the boys and girls in the prevention and treatment of hypertension in youths.
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Affiliation(s)
- Ling Bai
- School of Public Health and Management, Ningxia Medical University, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China.,Key Laboratory of Environmental Factors and Chronic Disease Control, No.1160, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China
| | - Jinyu Zhou
- School of Public Health and Management, Ningxia Medical University, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China.,Key Laboratory of Environmental Factors and Chronic Disease Control, No.1160, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China
| | - Lingling Tong
- School of Public Health and Management, Ningxia Medical University, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China.,Key Laboratory of Environmental Factors and Chronic Disease Control, No.1160, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China
| | - Wenqing Ding
- School of Public Health and Management, Ningxia Medical University, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China. .,Key Laboratory of Environmental Factors and Chronic Disease Control, No.1160, Shengli Street, Xingqing District, Yinchuan, 750004, Ningxia, China.
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Chen C, Lu M, Wu Y, Zhang Z, Hu J, Yin J, Zhou W, Xu JY, Lv H, Qin LQ. The prevalence of hypertension and elevated blood pressure and its correlation with overweight/obesity among students aged 6-17 years in Suzhou. J Pediatr Endocrinol Metab 2022; 35:341-348. [PMID: 34951936 DOI: 10.1515/jpem-2021-0033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 12/01/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Lifestyle changes have led to an increase in the prevalence of hypertension in Chinese children and adolescents. The aim of this study was to analyze the prevalence of hypertension and its association with overweight and obesity among students aged 6-17 years in Suzhou. This retrospective analysis included physical examination data of primary and junior high school students in Suzhou Industrial Park from 2016 to 2019. METHODS Elevated blood pressure and hypertension were defined using blood pressure criteria appropriate for age, sex, and height percentile. Overweight and obesity were defined using the 2007 diagnostic criteria proposed by the World Health Organization for school-age children. Logistic regression analysis was used to evaluate the association between hypertension and overweight and obesity. RESULTS A total of 128,113 students were included. The prevalence of elevated BP and hypertension was 9.92% and 13.56%, respectively. The incidence of high blood pressure was higher in boys than in girls and increased with an increase in body mass index (BMI). The prevalence of hypertension in obese boys and girls (27.07% and 27.49%, respectively) was 2.3-fold and 2.8-fold higher than that in normal-weight boys and girls (11.58% and 9.83%, respectively). CONCLUSIONS Blood pressure was positively correlated with BMI, and the risk of high blood pressure due to overweight/obesity was 10.44%. Overweight and obesity significantly increased the risk of hypertension in students aged 6-17 years in Suzhou. Targeted weight-loss programs during childhood and adolescence may reduce the risk of hypertension in adulthood.
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Affiliation(s)
- Cailong Chen
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, China
| | - Menglan Lu
- Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Ying Wu
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, China
| | - Zheng Zhang
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, China
| | - Jia Hu
- Suzhou Center for Disease Prevention and Control, Suzhou, China
| | - Jieyun Yin
- Department of Epidemiology and Biostatics, School of Public Health, Soochow University, Suzhou, China
| | - Wanping Zhou
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, China
| | - Jia-Ying Xu
- State Key Laboratory of Radiation Medicine and Protection, School of Radiation Medicine and Protection, Soochow University, Suzhou, China
| | - Haitao Lv
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, China
| | - Li-Qiang Qin
- Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
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Comparison of China Reference with Different National and International References: The Prevalence of High Blood Pressure in 695,302 Children and Adolescents in a Metropolis of Yangtze River Delta, China. Int J Hypertens 2021; 2021:3976609. [PMID: 34796027 PMCID: PMC8595015 DOI: 10.1155/2021/3976609] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/21/2021] [Indexed: 11/17/2022] Open
Abstract
Objectives This study aimed to compare performances of China reference and different national references on high blood pressure (HBP). Methods A cross-sectional study including 695,302 children and adolescents aged 7 to 17 years in Suzhou, China, was conducted to determine the prevalence of HBP based on U.S., international, Europe, and China references in 2016. Results Different percentiles of height and blood pressure were found among four references. Referring to U.S. reference, the prevalence of HBP was the highest with 26.0%, followed by International reference with 20.0%, Europe reference with 19.5%, and China reference with 19.2%. McNemar tests indicated statistically significant differences between HBP prevalence comparing China reference with the other 3 references (P < 0.001). The area under the curve was 0.947, 0.851, and 0.949 for U.S., international, and Europe reference, respectively. U.S. reference showed the highest sensitivity (98.2%), but the lowest specificity (91.2%), and Europe reference showed the highest kappa value (0.893). Conclusions The prevalence of HBP varied among these four references, and the appropriate choice of reference would be important to recognize high-risk children and judge the trends of HBP prevalence in the targeted population.
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Wang J, Shen H, Liu J, Xiao C, Chen C, Teng H, Hu J, Yin J. School-based surveillance on visit-to-visit blood pressure variability and high blood pressure in children and adolescents. BMC Cardiovasc Disord 2021; 21:141. [PMID: 33731001 PMCID: PMC7967982 DOI: 10.1186/s12872-021-01947-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 02/28/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The predictive importance of visit-to-visit blood pressure variability (VVV) for high blood pressure (HBP) in a pediatric population has been largely unsettled. We aimed to evaluate it based on Health Promotion Program for Children and Adolescents (HPPCA), a school-based surveillance conducted from 2012 to 2018 in Suzhou, China. METHODS A total of 330,618 participants had BP measurement in 2018 and ≥ 3 BP records during 2012-2017, were recruited from HPPCA. Absolute BP values (in mmHg) were converted into age-, sex- and height- normalized z-scores. VVV was expressed as standard deviation (SD), coefficient of variation (CV) or average real variability (ARV) of BP z-scores during 2012-2017. Logistic regression models were used to assess the associations between VVV and HBP in 2018. RESULTS In 2018, 42,554 (12.87%) subjects were defined as HBP. VVV, except for SBP-CV and DBP-CV, was significantly higher in the HBP group than normotensives group. After adjusting for covariates including mean BP values from 2012 to 2017, SBP-SD, SBP-ARV, DBP-SD and DBP-ARV, increased the risk of HBP by 5.70 [95% confidence interval (95% CI) 5.54-5.87], 4.10 (95% CI 4.01-4.20), 4.70 (95% CI 4.50-4.90) and 3.39 (95% CI 3.28-3.50) times, respectively. Notably, SBP-SD significantly improved risk discrimination of HBP based on other risk variables (c-statistics, net reclassification index and integrated discrimination improvement significantly increased). CONCLUSIONS Higher SD or ARV of BP, was independently related with higher probability of HBP in Chinese pediatric population. SBP-SD could be potentially helpful for detecting HBP. Future researches investigating the predictive value of VVV are warrant.
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Affiliation(s)
- Jiaxiang Wang
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou, 215123, Jiangsu, China
| | - Hui Shen
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China
| | - Jieyu Liu
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou, 215123, Jiangsu, China
| | - Chengqi Xiao
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou, 215123, Jiangsu, China
| | - Cailong Chen
- Children Health Management Center, Children's Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Haoyue Teng
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou, 215123, Jiangsu, China
| | - Jia Hu
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China.
| | - Jieyun Yin
- Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou, 215123, Jiangsu, China.
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Hu J, Fu H, Shen H, Teng CG, Yang W, Yang HB, Liu F. Does underweight amplify the relationship between short-term particulate matter exposure and blood pressure in children and adolescents: a large cross-sectional study in a metropolis of China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2020; 27:42449-42459. [PMID: 32710354 DOI: 10.1007/s11356-020-10215-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 07/20/2020] [Indexed: 06/11/2023]
Abstract
Overweight/obesity modified the effects of ambient particulate matter (PM) exposure on blood pressure (BP). This study aims to assess whether interaction of underweight and short-term PM exposure on BP exists in Chinese children. A cross-sectional analysis including 144,513 children aged 6 to 17 years in 2016 Health Promotion Program for Children and Adolescents of Suzhou, China, was performed. Daily concentrations of inhalable PM (PM10) and fine PM (PM2.5) were extracted from air monitoring stations close to students' schools. We applied generalized linear mixed-effects models to estimate the interactions. Estimated changes (95% confidence intervals (CIs)) of systolic BP (SBP), diastolic BP (DBP), and odds ratios (ORs) (95% CIs) for prevalence of HBP were calculated. Significant interactions between PM and underweight on BP and prevalence of high BP (HBP) were observed. For example, at lag 6, the ORs (95% CIs) for HBP by each 10 μg/m3 changes of PM2.5 were 1.066 (1.039, 1.093) and 1.036 (1.028, 1.043) among underweight and normal weight subjects, respectively; these values for PM10 were 1.048 (1.031, 1.065) and 1.025 (1.021, 1.030). At lag 5, the increases of SBP for PM2.5 were 0.32 (95% CI 0.22, 0.43) mmHg and 0.23 (95% CI 0.29, 0.26) mmHg, while changes of DBP were 0.27 (95% CI 0.18, 0.35) mmHg and 0.19 (95% CI 0.16, 0.21) mmHg among underweight and normal weight subjects, respectively. Stratified analyses demonstrated that these interactions were only obtained in males. Effects of short-term PM exposure on BP and prevalence of HBP are enhanced in underweight children and adolescents.
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Affiliation(s)
- Jia Hu
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China.
| | - Han Fu
- Xi'an Center for Disease Control and Prevention, Xi'an, 710054, Shaanxi, China
| | - Hui Shen
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China
| | - Chen-Gang Teng
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China
| | - Wei Yang
- School of Community Health Sciences, University of Nevada, Reno, NV, 89154, USA
| | - Hai-Bing Yang
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China
| | - Fang Liu
- Suzhou Center for Disease Prevention and Control, 72 Sanxiang Road, Suzhou, 215004, Jiangsu, China.
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Izadi A, Khedmat L, Tavakolizadeh R, Mojtahedi SY. The intake assessment of diverse dietary patterns on childhood hypertension: alleviating the blood pressure and lipidemic factors with low-sodium seafood rich in omega-3 fatty acids. Lipids Health Dis 2020; 19:65. [PMID: 32264876 PMCID: PMC7140568 DOI: 10.1186/s12944-020-01245-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 03/31/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Childhood hypertension (CH) is related to the dietary intake and diversity of children. The study aimed to assess the critical role of dietary diversity, and seafood long-chain n-3 polyunsaturated fatty acids (LC n-3 PUFAs) in reducing CH among the Iranian community. METHODS A cross-sectional two-phase study with 7-12-year-old Iranian students was designed. In the initial phase, the socio-demographic characteristics, and blood pressure status (normal, pre-hypertension, and hypertension) based on systolic (SBP) and diastolic (DBP) blood pressure data were assessed. The 24-h dietary recall questionnaire was used to generate the dietary diversity score (DDS, count of consumed food groups) and dietary variety score (DVS, the cumulative number of daily consumed food items). In the second phase, the association between CH reduction and changes in serum 25-hydroxyvitamin D (25OHD), total cholesterol (TC), high-density lipoprotein (HDL), low-density lipoprotein (LDL), and triglycerides (TG) levels of schoolchildren intervened by a seafood diet rich in omega-3 fatty acids were assessed using the regression analyses. RESULTS The pre-hypertension and hypertension prevalence rates were 7.8 and 9.15%, respectively. CH was significantly associated with age, gender, and DDS. A significant inverse association was found between the high intake of seafood and CH (P = 0.032). The gas-chromatography analysis showed the high presence of α-linolenic (ALA, 6.72%), eicosapentaenoic (EPA, 7.62%), docosapentaenoic (DPA, 5.88%), and docosahexaenoic (DHA, 18.52%) acids in the seafood-based diet (p < 0.05). The low blood pressure levels with regular consumption of this healthy-functional diet were significantly associated with a reduction in BMI, LDL, TC, and TG, and a remarkable increase in 25OHD and HDL levels. The multiple linear regression showed that the SBP was highly associated with the TC (p < 0.001; β = 0.464). CONCLUSIONS The age and DDS were efficient predictors for the different CH status. A regular seafood-rich dietary pattern due to the high LC n-3 PUFAs contents could significantly reduce the obesity-related cardiovascular risk factors.
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Affiliation(s)
- Anahita Izadi
- Department of Pediatric Infection Disease, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Khedmat
- Health Management Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Reza Tavakolizadeh
- Department of Pediatrics, Tehran University of Medical Sciences, Tehran, Iran
| | - Sayed Yousef Mojtahedi
- Department of Pediatric Nephrology, Bahrami Children Hospital, Tehran University of Medical Sciences, Tehran, Iran.
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Wu QZ, Li S, Yang BY, Bloom M, Shi Z, Knibbs L, Dharmage S, Leskinen A, Jalaludin B, Jalava P, Roponen M, Lin S, Chen G, Guo Y, Xu SL, Yu HY, Zeeshan M, Hu LW, Yu Y, Zeng XW, Dong GH. Ambient Airborne Particulates of Diameter ≤1 μm, a Leading Contributor to the Association Between Ambient Airborne Particulates of Diameter ≤2.5 μm and Children's Blood Pressure. Hypertension 2019; 75:347-355. [PMID: 31838909 DOI: 10.1161/hypertensionaha.119.13504] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Evidence on the associations between airborne particulates of diameter ≤1 μm (PM1) and airborne particulates of diameter ≤2.5 μm (PM2.5) and childhood blood pressure (BP) is scarce. To help to address this literature gap, we conducted a study to explore the associations in Chinese children. Between 2012 and 2013, we recruited 9354 children, aged 5 to 17 years, from 62 schools in 7 northeastern Chinese cities. We measured their BP with a mercury sphygmomanometer. We used a spatiotemporal model to estimate daily ambient PM1 and PM2.5 exposures, which we assigned to participants' home addresses. Associations between particulate matter exposure and BP were evaluated with generalized linear mixed regression models. The findings indicated that exposure to each 10 mg/m3 greater PM1 was significantly associated with 2.56 mm Hg (95% CI, 1.47-3.65) higher systolic BP and 61% greater odds for hypertension (odds ratio=1.61 [95% CI, 1.18-2.18]). PM1 appears to play an important role in associations reported between PM2.5 exposure and BP, and we found that the ambient PM1/PM2.5 ratio (range, 0.80-0.96) was associated with BP and with hypertension. Age and body weight modified associations between air pollutants and BP (P<0.01), with stronger associations among younger (aged ≤11 years) and overweight/obese children. This study provides the first evidence that long-term exposure to PM1 is associated with hypertension in children, and that PM1 might be a leading contributor to the hypertensive effect of PM2.5. Researchers and policy makers should pay closer attention to the potential health impacts of PM1.
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Affiliation(s)
- Qi-Zhen Wu
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Shanshan Li
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia (S.L., G.C., Y.G.)
| | - Bo-Yi Yang
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Michael Bloom
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.).,Departments of Environmental Health Sciences and Epidemiology and Biostatics, University at Albany, State University of New York, Rensselaer, NY (M.B., S.L.)
| | - Zhidong Shi
- Department of General Surgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China (Z.S.)
| | - Luke Knibbs
- School of Public Health, The University of Queensland, Herston, Queensland, Australia (L.K.)
| | - Shyamali Dharmage
- Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Australia (S.D.)
| | - Ari Leskinen
- Finnish Meteorological Institute, Kuopio, Finland (A.L.).,Department of Applied Physics, University of Eastern Finland, Kuopio, Finland (A.L.)
| | - Bin Jalaludin
- Centre for Air Quality and Health Research and Evaluation, Glebe, Australia (B.J.).,IIngham Institute for Applied Medical Research, University of New South Wales, Sydney, Australia (B.J.)
| | - Pasi Jalava
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio (P.J., M.R.)
| | - Marjut Roponen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio (P.J., M.R.)
| | - Shao Lin
- Departments of Environmental Health Sciences and Epidemiology and Biostatics, University at Albany, State University of New York, Rensselaer, NY (M.B., S.L.)
| | - Gongbo Chen
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia (S.L., G.C., Y.G.)
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia (S.L., G.C., Y.G.)
| | - Shu-Li Xu
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Hong-Yao Yu
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Mohammed Zeeshan
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Li-Wen Hu
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Yunjiang Yu
- State Environmental Protection Key Laboratory of Environmental Pollution Health Risk Assessment, South China Institute of Environmental Sciences, Ministry of Environmental Protection, Guangzhou, China (Y.Y.)
| | - Xiao-Wen Zeng
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
| | - Guang-Hui Dong
- From the Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China (Q.-Z.W., B.-Y.Y., M.B., S.-L.X., H.-Y.Y., M.Z., L.-W.H., X.-W.Z., G.-H.D.)
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