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研究生: 黃濬璿
Huang, Jun-Xuan
論文名稱: 孕期空氣污染暴露與兒童時期過重或肥胖之相關性:台灣出生世代研究
Association Between Prenatal Air Pollution Exposure and Childhood Overweight Or Obesity:The Taiwan Birth Cohort Study
指導教授: 李佩珍
Lee, Pei-Chen
學位類別: 碩士
Master
系所名稱: 醫學院 - 公共衛生學系
Department of Public Health
論文出版年: 2025
畢業學年度: 113
語文別: 中文
論文頁數: 109
中文關鍵詞: 孕期空氣污染兒童過重或肥胖胎兒早產中介效應世代研究
外文關鍵詞: Prenatal air pollution exposure, childhood overweight or obesity, preterm birth, mediation analysis, cohort study
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  • 前言:兒童肥胖為全球公共衛生的重要議題,近年來的研究指出,除了遺傳及生活方式因素外,環境因素如孕期空氣污染暴露,可能與兒童期肥胖風險增加有關。本研究旨在探討母親孕期暴露於空氣污染物對兒童過重或肥胖的影響,並進一步評估早產的中介角色。

    方法:本研究利用2005年台灣出生世代研究(Taiwan Birth Cohort Study, TBCS)的資料,共納入19,578對母嬰配對,進行前瞻性世代研究分析。空氣污染物的暴露評估方式為混合(hybrid)使用克里金估算法(kriging)、土地利用回歸方法(land-use regression)和機器學習(machine learning),統計模型採用修正後的卜瓦松回歸模型(modified Poisson regression model)及廣義線性混合模型(Generalized Linear Mixed Model, GLMM),分別進行單一時間點與多時間點分析,以探討孕期不同空氣污染物暴露與兒童出生時至5.5歲過重或肥胖風險之相關性,並透過因果中介來分析探討早產的潛在影響,統計模型中控制的潛在干擾因子包含有:母親相關因素(生產時之年齡、教育程度、孕期抽菸狀況、孕期二手菸暴露狀況、母親國籍、有無哺餵母乳、家庭月收入、孕期家中焚香習慣和婚姻狀態)以及嬰兒相關因素(性別、胎次、低出生體重、早產和生產方式)。

    結果:單一時間點分析結果顯示,孕婦第三孕期暴露PM2.5(Particulate Matter with diameter less than or equal to 2.5 micrometers )與兒童6個月、1歲和3歲時過重或肥胖風險呈正相關(Relative Risk, RR=1.05, 95%CI=1.02 – 1.08;RR=1.13, 95%CI=1.05 – 1.21;RR=1.06, 95%CI=1.04 – 1.12)。孕婦第三孕期暴露O₃(Ozone)與兒童1歲和3歲時過重或肥胖風險呈正相關(RR=1.12, 95%CI=1.07 – 1.17;RR=1.07, 95%CI=1.02 – 1.11)。而多時間點分析結果指出,孕期暴露空氣污染物與兒童時期(出生至5.5歲)過重或肥胖風險之相關性則未達統計上的顯著相關。此外,因果中介分析之結果呈現,胎兒早產並非孕期暴露空氣污染物與兒童時期(出生至5.5歲)過重或肥胖風險之中介因子。

    結論:本研究在單一時間點分析結果顯示特定孕期暴露PM2.5、O3與兒童6個月、1歲和3歲時過重或肥胖風險呈現正相關,但在多時間點分析結果中顯示孕期暴露空氣污染物與兒童時期(出生至5.5歲)並沒有達到統計上顯著相關。而在因果中介分析中也未顯示胎兒早產具有中介作用。建議未來其他出生世代研究納入更完整的潛在干擾因子(如:室內空氣污染物),來驗證本研究結果。

    This study investigated the association between prenatal exposure to air pollution and the risk of childhood overweight or obesity, using data from 19,578 mother–child pairs in the Taiwan Birth Cohort Study (TBCS). Air pollution exposure during pregnancy was estimated using a hybrid approach combining kriging, land-use regression, and machine learning. Cross-sectional analyses showed that third-trimester exposure to PM₂.₅ and ozone (O₃) was significantly associated with increased risk of overweight or obesity in children at 6 months, 1 year, and 3 years of age. However, longitudinal analyses did not find statistically significant associations between prenatal exposure and overweight/obesity risk up to 5.5 years. Causal mediation analysis indicated that preterm birth did not mediate this relationship. These findings highlight the potential short-term impact of air pollution during pregnancy on early childhood weight outcomes and underscore the need for future studies to consider additional confounding factors, such as indoor air pollution.

    第壹章 前言12 第一節 研究背景12 第二節 研究目的12 第貳章 文獻探討14 第一節 兒童肥胖之流行病學數據14 第二節 孕期空氣污染物暴露與出生結果和兒童早期健康之相關探討23 第三節 孕期空氣污染物暴露與兒童肥胖之相關探討28 第四節 孕期空氣污染物暴露影響兒童肥胖之生物機制33 第五節 孕期空氣污染物暴露與兒童時期肥胖影響:早產與低出生體重之中介效應探討38 第六節 總結39 第參章 研究方法42 第一節 研究設計與架構42 第二節 資料來源與研究對象42 第三節 指標與變項定義45 第四節 統計方法47 第肆章 研究結果49 第一節 研究人群的人口學特徵49 第二節 孕期暴露空氣污染物與兒童出生、6個月、12個月、36個月和5歲半過重或肥胖之相關性:單一時間點分析結果49 第三節 孕期暴露空氣污染物與兒童時期(出生至5歲半)過重或肥胖之相關性:多時間點分析結果51 第四節 胎兒早產對孕期暴露PM2.5與兒童1歲、3歲、5歲半時過重或肥胖風險關係之中介效應51 第五節 孕前BMI與兒童出生、6個月、12個月、36個月和5歲半過重或肥胖之相關性51 第六節 孕前BMI與兒童時期(出生至5歲半)過重或肥胖之相關性52 第伍章 討論53 第一節 研究結果概述53 第二節 相關性結果之闡釋53 第三節 中介效應結果之闡釋55 第四節 研究結果的應用55 第五節 研究優勢與限制56 第陸章 結論59 第柒章 參考文獻60

    Aguilera, J., Konvinse, K., Lee, A., Maecker, H., Prunicki, M., Mahalingaiah, S., Sampath, V., Utz, P. J., Yang, E., & Nadeau, K. C. (2023). Air pollution and pregnancy. Seminars in Perinatology, 47(8), 151838. https://doi.org/https://doi.org/10.1016/j.semperi.2023.151838
    Akhtar, S., Khan, S., Aziz, N., Imran, M., Samad, Z., Iqbal, R., & Almas, A. (2024). Obesity and risk of hypertension in preadolescent urban school children: insights from Pakistan. J Health Popul Nutr, 43(1), 89. https://doi.org/10.1186/s41043-024-00585-5
    Ananth, C. V., Kioumourtzoglou, M.-A., Huang, Y., Ross, Z., Friedman, A. M., Williams, M. A., Wang, S., Mittleman, M. A., & Schwartz, J. (2018). Exposures to air pollution and risk of acute-onset placental abruption: a case-crossover study. Epidemiology, 29(5), 631-638.
    Babaan, J., Wong, P.-Y., Chen, P.-C., Chen, H.-L., Lung, S.-C. C., Chen, Y.-C., & Wu, C.-D. (2024). Geospatial artificial intelligence for estimating daytime and nighttime nitrogen dioxide concentration variations in Taiwan: A spatial prediction model. Journal of Environmental Management, 360, 121198. https://doi.org/https://doi.org/10.1016/j.jenvman.2024.121198
    Bloemsma, L. D., Dabelea, D., Thomas, D. S. K., Peel, J. L., Adgate, J. L., Allshouse, W. B., Martenies, S. E., Magzamen, S., & Starling, A. P. (2022). Prenatal exposure to ambient air pollution and traffic and indicators of adiposity in early childhood: the Healthy Start study. Int J Obes (Lond), 46(3), 494-501. https://doi.org/10.1038/s41366-021-01003-0
    Chan, Y. L., Leung, S. S., Lam, W. W., Peng, X. H., & Metreweli, C. (1998). Body fat estimation in children by magnetic resonance imaging, bioelectrical impedance, skinfold and body mass index: a pilot study. J Paediatr Child Health, 34(1), 22-28. https://doi.org/10.1046/j.1440-1754.1998.00147.x
    Chang, L. Y., Lin, Y. H., Lin, S. J., & Chiang, T. L. (2021). Cohort Profile: Taiwan Birth Cohort Study (TBCS). Int J Epidemiol, 50(5), 1430-1431i. https://doi.org/10.1093/ije/dyab048
    Chen, M., Wang, X., Hu, Z., Zhou, H., Xu, Y., Qiu, L., Qin, X., Zhang, Y., & Ying, Z. (2017). Programming of mouse obesity by maternal exposure to concentrated ambient fine particles. Particle and Fibre Toxicology, 14(1), 20. https://doi.org/10.1186/s12989-017-0201-9
    Chiu, Y. M., Hsu, H. L., Wilson, A., Coull, B. A., Pendo, M. P., Baccarelli, A., Kloog, I., Schwartz, J., Wright, R. O., Taveras, E. M., & Wright, R. J. (2017). Prenatal particulate air pollution exposure and body composition in urban preschool children: Examining sensitive windows and sex-specific associations. Environ Res, 158, 798-805. https://doi.org/10.1016/j.envres.2017.07.026
    Cocchi, E., Bellisario, V., Cresi, F., Plazzotta, C., Cassardo, C., Siniscalco, C., Peruzzi, L., & Bono, R. (2023). Air Pollution and Aeroallergens as Possible Triggers in Preterm Birth Delivery. Int J Environ Res Public Health, 20(2). https://doi.org/10.3390/ijerph20021610
    Crowe, M., Sampasa-Kanyinga, H., Saunders, T. J., Hamilton, H. A., Benchimol, E. I., & Chaput, J. P. (2020). Combinations of physical activity and screen time recommendations and their association with overweight/obesity in adolescents. Can J Public Health, 111(4), 515-522. https://doi.org/10.17269/s41997-020-00313-6
    DeSouza, P. N., Dey, S., Mwenda, K. M., Kim, R., Subramanian, S. V., & Kinney, P. L. (2022). Robust relationship between ambient air pollution and infant mortality in India. Science of The Total Environment, 815, 152755. https://doi.org/https://doi.org/10.1016/j.scitotenv.2021.152755
    Di Cesare, M., Sorić, M., Bovet, P., Miranda, J. J., Bhutta, Z., Stevens, G. A., Laxmaiah, A., Kengne, A.-P., & Bentham, J. (2019). The epidemiological burden of obesity in childhood: a worldwide epidemic requiring urgent action. BMC Medicine, 17(1), 212. https://doi.org/10.1186/s12916-019-1449-8
    Diggle, P. J., Heagerty, P. J., Liang, K. Y., & Zeger, S. L. (2002). Analysis of longitudinal data (2nd ed.). (Oxford University Press.).
    Drozdz, D., Alvarez-Pitti, J., Wójcik, M., Borghi, C., Gabbianelli, R., Mazur, A., Herceg-Čavrak, V., Lopez-Valcarcel, B. G., Brzeziński, M., Lurbe, E., & Wühl, E. (2021). Obesity and Cardiometabolic Risk Factors: From Childhood to Adulthood. Nutrients, 13(11). https://doi.org/10.3390/nu13114176
    Durá-Travé, T., San Martín-García, I., Gallinas-Victoriano, F., Chueca Guindulain, M. J., & Berrade-Zubiri, S. (2020). Crecimiento recuperador y factores asociados en niños de muy bajo peso al nacer. Anales de Pediatría, 93(5), 282-288. https://doi.org/https://doi.org/10.1016/j.anpedi.2019.06.017
    Field, A. E., Laird, N., Steinberg, E., Fallon, E., Semega-Janneh, M., & Yanovski, J. A. (2003). Which metric of relative weight best captures body fatness in children? Obes Res, 11(11), 1345-1352. https://doi.org/10.1038/oby.2003.182
    Filonchyk, M., Peterson, M. P., Zhang, L., Hurynovich, V., & He, Y. (2024). Greenhouse gases emissions and global climate change: Examining the influence of CO2, CH4, and N2O. Science of The Total Environment, 173359.
    Fleisch, A. F., Aris, I. M., Rifas-Shiman, S. L., Coull, B. A., Luttmann-Gibson, H., Koutrakis, P., Schwartz, J. D., Kloog, I., Gold, D. R., & Oken, E. (2018). Prenatal Exposure to Traffic Pollution and Childhood Body Mass Index Trajectory. Front Endocrinol (Lausanne), 9, 771. https://doi.org/10.3389/fendo.2018.00771
    Fossati, S., Valvi, D., Martinez, D., Cirach, M., Estarlich, M., Fernández-Somoano, A., Guxens, M., Iñiguez, C., Irizar, A., Lertxundi, A., Nieuwenhuijsen, M., Tamayo, I., Vioque, J., Tardón, A., Sunyer, J., & Vrijheid, M. (2020). Prenatal air pollution exposure and growth and cardio-metabolic risk in preschoolers. Environ Int, 138, 105619. https://doi.org/10.1016/j.envint.2020.105619
    Friedman, C., Dabelea, D., Thomas, D. S. K., Peel, J. L., Adgate, J. L., Magzamen, S., Martenies, S. E., Allshouse, W. B., & Starling, A. P. (2021). Exposure to ambient air pollution during pregnancy and inflammatory biomarkers in maternal and umbilical cord blood: The Healthy Start study. Environmental Research, 197, 111165. https://doi.org/https://doi.org/10.1016/j.envres.2021.111165
    Frondelius, K., Oudin, A., & Malmqvist, E. (2018). Traffic-Related Air Pollution and Child BMI-A Study of Prenatal Exposure to Nitrogen Oxides and Body Mass Index in Children at the Age of Four Years in Malmö, Sweden. Int J Environ Res Public Health, 15(10). https://doi.org/10.3390/ijerph15102294
    Gheissari, R., Liao, J., Garcia, E., Pavlovic, N., Gilliland, F. D., Xiang, A. H., & Chen, Z. (2022). Health Outcomes in Children Associated with Prenatal and Early-Life Exposures to Air Pollution: A Narrative Review. Toxics, 10(8). https://doi.org/10.3390/toxics10080458
    Ghobadi, S., Totosy de Zepetnek, J. O., Hemmatdar, Z., Bellissimo, N., Barati, R., Ahmadnia, H., Salehi-Marzijarani, M., & Faghih, S. (2018). Association between overweight/obesity and eating habits while watching television among primary-school children in the city of Shiraz, Iran. Public Health Nutr, 21(3), 571-579. https://doi.org/10.1017/s1368980017003251
    Guo, M., Wei, L., Yan, H., Duan, Z., Niu, Z., & Xiao, C. (2022). Exposure to ambient air pollution during trimesters of pregnancy and childhood allergic diseases in Wuhan, China. Int J Environ Health Res, 32(9), 1962-1972. https://doi.org/10.1080/09603123.2021.1929873
    Han, J., Jiang, Y., Huang, J., Zhang, Y., Zhang, Y., Zhang, Y., Chen, X., Li, Y., & Yan, W. (2021). Postnatal growth of preterm infants during the first two years of life: catch-up growth accompanied by risk of overweight. Ital J Pediatr, 47(1), 66. https://doi.org/10.1186/s13052-021-01019-2
    Hehua, Z., Qing, C., Shanyan, G., Qijun, W., & Yuhong, Z. (2017). The impact of prenatal exposure to air pollution on childhood wheezing and asthma: A systematic review. Environ Res, 159, 519-530. https://doi.org/10.1016/j.envres.2017.08.038
    Hernández, B., Gortmaker, S. L., Colditz, G. A., Peterson, K. E., Laird, N. M., & Parra-Cabrera, S. (1999). Association of obesity with physical activity, television programs and other forms of video viewing among children in Mexico city. Int J Obes Relat Metab Disord, 23(8), 845-854. https://doi.org/10.1038/sj.ijo.0800962
    Huang, C., Li, C., Zhao, F., Zhu, J., Wang, S., & Sun, G. (2022). The Association between Childhood Exposure to Ambient Air Pollution and Obesity: A Systematic Review and Meta-Analysis. Int J Environ Res Public Health, 19(8). https://doi.org/10.3390/ijerph19084491
    Huang, Y., Kioumourtzoglou, M.-A., Mittleman, M. A., Ross, Z., Williams, M. A., Friedman, A. M., Schwartz, J., Wapner, R. J., & Ananth, C. V. (2020). Air Pollution and Risk of Placental Abruption: A Study of Births in New York City, 2008–2014. American Journal of Epidemiology, 190(6), 1021-1033. https://doi.org/10.1093/aje/kwaa259
    Janssen, B. G., Byun, H. M., Gyselaers, W., Lefebvre, W., Baccarelli, A. A., & Nawrot, T. S. (2015). Placental mitochondrial methylation and exposure to airborne particulate matter in the early life environment: An ENVIRONAGE birth cohort study. Epigenetics, 10(6), 536-544. https://doi.org/10.1080/15592294.2015.1048412
    Janssen, B. G., Godderis, L., Pieters, N., Poels, K., Kiciński, M., Cuypers, A., Fierens, F., Penders, J., Plusquin, M., Gyselaers, W., & Nawrot, T. S. (2013). Placental DNA hypomethylation in association with particulate air pollution in early life. Part Fibre Toxicol, 10, 22. https://doi.org/10.1186/1743-8977-10-22
    Ji, N., Eckel, S. P., Foley, H., Yang, T., Lurmann, F., Grubbs, B. H., Habre, R., Bastain, T. M., Farzan, S. F., & Breton, C. V. (2024). Prenatal air pollution exposure is associated with inflammatory, cardiovascular, and metabolic biomarkers in mothers and newborns. Environ Res, 252(Pt 1), 118797. https://doi.org/10.1016/j.envres.2024.118797
    Ji, X., Meng, X., Liu, C., Chen, R., Ge, Y., Kan, L., Fu, Q., Li, W., Tse, L. A., & Kan, H. (2019). Nitrogen dioxide air pollution and preterm birth in Shanghai, China. Environ Res, 169, 79-85. https://doi.org/10.1016/j.envres.2018.11.007
    Kannan, S., Misra, D. P., Dvonch, J. T., & Krishnakumar, A. (2006). Exposures to airborne particulate matter and adverse perinatal outcomes: a biologically plausible mechanistic framework for exploring potential effect modification by nutrition. Environ Health Perspect, 114(11), 1636-1642. https://doi.org/10.1289/ehp.9081
    Ke, Y., Zhang, S., Hao, Y., & Liu, Y. (2023). Associations between socioeconomic status and risk of obesity and overweight among Chinese children and adolescents. BMC Public Health, 23(1), 401. https://doi.org/10.1186/s12889-023-15290-x
    Kim, J. S., Alderete, T. L., Chen, Z., Lurmann, F., Rappaport, E., Habre, R., Berhane, K., & Gilliland, F. D. (2018). Longitudinal associations of in utero and early life near-roadway air pollution with trajectories of childhood body mass index. Environ Health, 17(1), 64. https://doi.org/10.1186/s12940-018-0409-7
    Kleiser, C., Schaffrath Rosario, A., Mensink, G. B., Prinz-Langenohl, R., & Kurth, B. M. (2009). Potential determinants of obesity among children and adolescents in Germany: results from the cross-sectional KiGGS Study. BMC Public Health, 9, 46. https://doi.org/10.1186/1471-2458-9-46
    Lang, J. E., Bunnell, H. T., Hossain, M. J., Wysocki, T., Lima, J. J., Finkel, T. H., Bacharier, L., Dempsey, A., Sarzynski, L., Test, M., & Forrest, C. B. (2018). Being Overweight or Obese and the Development of Asthma. Pediatrics, 142(6). https://doi.org/10.1542/peds.2018-2119
    Lavigne, E., Ashley-Martin, J., Dodds, L., Arbuckle, T. E., Hystad, P., Johnson, M., Crouse, D. L., Ettinger, A. S., Shapiro, G. D., Fisher, M., Morisset, A. S., Taback, S., Bouchard, M. F., Sun, L., Monnier, P., Dallaire, R., & Fraser, W. D. (2016). Air Pollution Exposure During Pregnancy and Fetal Markers of Metabolic function: The MIREC Study. Am J Epidemiol, 183(9), 842-851. https://doi.org/10.1093/aje/kwv256
    Lee, E. Y., & Yoon, K. H. (2018). Epidemic obesity in children and adolescents: risk factors and prevention. Front Med, 12(6), 658-666. https://doi.org/10.1007/s11684-018-0640-1
    Lertxundi, A., Andiarena, A., Martínez, M. D., Ayerdi, M., Murcia, M., Estarlich, M., Guxens, M., Sunyer, J., Julvez, J., & Ibarluzea, J. (2019). Prenatal exposure to PM(2.5) and NO(2) and sex-dependent infant cognitive and motor development. Environ Res, 174, 114-121. https://doi.org/10.1016/j.envres.2019.04.001
    Li, C., Yang, M., Zhu, Z., Sun, S., Zhang, Q., Cao, J., & Ding, R. (2020). Maternal exposure to air pollution and the risk of low birth weight: A meta-analysis of cohort studies. Environmental Research, 190, 109970. https://doi.org/https://doi.org/10.1016/j.envres.2020.109970
    Lindberg, L., Hagman, E., Danielsson, P., Marcus, C., & Persson, M. (2020). Anxiety and depression in children and adolescents with obesity: a nationwide study in Sweden. BMC Med, 18(1), 30. https://doi.org/10.1186/s12916-020-1498-z
    Liu, P. C., Kieckhefer, G. M., & Gau, B. S. (2013). A systematic review of the association between obesity and asthma in children. J Adv Nurs, 69(7), 1446-1465. https://doi.org/10.1111/jan.12129
    Løkling, H. L., Roelants, M., Kommedal, K. G., Skjåkødegård, H., Apalset, E. M., Benestad, B., Morken, M. H., Hjelmesaeth, J., & Juliusson, P. B. (2019). Monitoring children and adolescents with severe obesity: body mass index (BMI), BMI z-score or percentage above the International Obesity Task Force overweight cut-off? Acta Paediatr, 108(12), 2261-2266. https://doi.org/10.1111/apa.14898
    Lu, C., Zhang, W., Zheng, X., Sun, J., Chen, L., & Deng, Q. (2020). Combined effects of ambient air pollution and home environmental factors on low birth weight. Chemosphere, 240, 124836. https://doi.org/10.1016/j.chemosphere.2019.124836
    Madhloum, N., Janssen, B. G., Martens, D. S., Saenen, N. D., Bijnens, E., Gyselaers, W., Penders, J., Vanpoucke, C., Lefebvre, W., Plusquin, M., & Nawrot, T. S. (2017). Cord plasma insulin and in utero exposure to ambient air pollution. Environ Int, 105, 126-132. https://doi.org/10.1016/j.envint.2017.05.012
    Mahumud, R. A., Sahle, B. W., Owusu-Addo, E., Chen, W., Morton, R. L., & Renzaho, A. M. N. (2021). Association of dietary intake, physical activity, and sedentary behaviours with overweight and obesity among 282,213 adolescents in 89 low and middle income to high-income countries. Int J Obes (Lond), 45(11), 2404-2418. https://doi.org/10.1038/s41366-021-00908-0
    Mäki, P., Levälahti, E., Lehtinen-Jacks, S., & Laatikainen, T. (2023). Overweight and Obesity in Finnish Children by Parents' Socioeconomic Position-A Registry-Based Study. Int J Public Health, 68, 1605901. https://doi.org/10.3389/ijph.2023.1605901
    Mao, G., Nachman, R. M., Sun, Q., Zhang, X., Koehler, K., Chen, Z., Hong, X., Wang, G., Caruso, D., Zong, G., Pearson, C., Ji, H., Biswal, S., Zuckerman, B., Wills-Karp, M., & Wang, X. (2017). Individual and Joint Effects of Early-Life Ambient Exposure and Maternal Prepregnancy Obesity on Childhood Overweight or Obesity. Environ Health Perspect, 125(6), 067005. https://doi.org/10.1289/ehp261
    Melo, J. O., Soto, S. F., Katayama, I. A., Wenceslau, C. F., Pires, A. G., Veras, M. M., Furukawa, L. N. S., de Castro, I., Saldiva, P. H. N., & Heimann, J. C. (2015). Inhalation of fine particulate matter during pregnancy increased IL-4 cytokine levels in the fetal portion of the placenta. Toxicology Letters, 232(2), 475-480. https://doi.org/https://doi.org/10.1016/j.toxlet.2014.12.001
    Neven, K. Y., Saenen, N. D., Tarantini, L., Janssen, B. G., Lefebvre, W., Vanpoucke, C., Bollati, V., & Nawrot, T. S. (2018). Placental promoter methylation of DNA repair genes and prenatal exposure to particulate air pollution: an ENVIRONAGE cohort study. The Lancet Planetary Health, 2(4), e174-e183. https://doi.org/https://doi.org/10.1016/S2542-5196(18)30049-4
    Ni, Y., Szpiro, A. A., Young, M. T., Loftus, C. T., Bush, N. R., LeWinn, K. Z., Sathyanarayana, S., Enquobahrie, D. A., Davis, R. L., Kratz, M., Fitzpatrick, A. L., Sonney, J. T., Tylavsky, F. A., & Karr, C. J. (2021). Associations of Pre- and Postnatal Air Pollution Exposures with Child Blood Pressure and Modification by Maternal Nutrition: A Prospective Study in the CANDLE Cohort. Environ Health Perspect, 129(4), 47004. https://doi.org/10.1289/ehp7486
    Nickerson, B. S., Esco, M. R., Bishop, P. A., Fedewa, M. V., Snarr, R. L., Kliszczewicz, B. M., & Park, K. S. (2018). Validity of BMI-Based Body Fat Equations in Men and Women: A 4-Compartment Model Comparison. J Strength Cond Res, 32(1), 121-129. https://doi.org/10.1519/jsc.0000000000001774
    Parasin, N., Amnuaylojaroen, T., & Saokaew, S. (2021). Effect of Air Pollution on Obesity in Children: A Systematic Review and Meta-Analysis. Children (Basel), 8(5). https://doi.org/10.3390/children8050327
    Paviotti, G., De Cunto, A., Travan, L., Bua, J., Miron, T., Cont, G., & Demarini, S. (2020). Change in body composition of premature infants from parenteral nutrition discontinuation to term equivalent age. Early Human Development, 151, 105163. https://doi.org/https://doi.org/10.1016/j.earlhumdev.2020.105163
    Prader, A., Tanner, J. M., & von, H. G. (1963). Catch-up growth following illness or starvation. An example of developmental canalization in man. J Pediatr, 62, 646-659. https://doi.org/10.1016/s0022-3476(63)80035-9
    Rao, W. W., Zong, Q. Q., Zhang, J. W., An, F. R., Jackson, T., Ungvari, G. S., Xiang, Y., Su, Y. Y., D'Arcy, C., & Xiang, Y. T. (2020). Obesity increases the risk of depression in children and adolescents: Results from a systematic review and meta-analysis. J Affect Disord, 267, 78-85. https://doi.org/10.1016/j.jad.2020.01.154
    Reifsnider, E., Jeong, M., & Chatterjee, P. (2020). An Ecological Approach to Obesity in Mexican American Children. J Pediatr Health Care, 34(3), 212-221. https://doi.org/10.1016/j.pedhc.2019.09.012
    Rosa, M. J., Hair, G. M., Just, A. C., Kloog, I., Svensson, K., Pizano-Zárate, M. L., Pantic, I., Schnaas, L., Tamayo-Ortiz, M., Baccarelli, A. A., Tellez-Rojo, M. M., Wright, R. O., & Sanders, A. P. (2020). Identifying critical windows of prenatal particulate matter (PM(2.5)) exposure and early childhood blood pressure. Environ Res, 182, 109073. https://doi.org/10.1016/j.envres.2019.109073
    Rosofsky, A. S., Fabian, M. P., Ettinger de Cuba, S., Sandel, M., Coleman, S., Levy, J. I., Coull, B. A., Hart, J. E., & Zanobetti, A. (2020). Prenatal Ambient Particulate Matter Exposure and Longitudinal Weight Growth Trajectories in Early Childhood. International Journal of Environmental Research and Public Health, 17(4), 1444. https://www.mdpi.com/1660-4601/17/4/1444
    Rossem, V. L., Rifas-Shiman, S. L., Melly, S. J., Kloog, I., Luttmann-Gibson, H., Zanobetti, A., Coull, B. A., Schwartz, J. D., Mittleman, M. A., Oken, E., Gillman, M. W., Koutrakis, P., & Gold, D. R. (2015). Prenatal air pollution exposure and newborn blood pressure. Environ Health Perspect, 123(4), 353-359. https://doi.org/10.1289/ehp.1307419
    Shih, P., Chiang, T. L., Wu, C. D., Shu, B. C., Lung, F. W., & Guo, Y. L. (2023). Air pollution during the perinatal period and neurodevelopment in children: A national population study in Taiwan. Dev Med Child Neurol, 65(6), 783-791. https://doi.org/10.1111/dmcn.15430
    Shih, P., Huang, C.-c., Pan, S.-c., Chiang, T.-l., & Guo, Y. L. (2020). Hyperactivity disorder in children related to traffic-based air pollution during pregnancy. Environmental Research, 188, 109588. https://doi.org/https://doi.org/10.1016/j.envres.2020.109588
    Smith, S. M., Sumar, B., & Dixon, K. A. (2014). Musculoskeletal pain in overweight and obese children. Int J Obes (Lond), 38(1), 11-15. https://doi.org/10.1038/ijo.2013.187
    Sorek-Hamer, M., Just, A. C., & Kloog, I. (2016). Satellite remote sensing in epidemiological studies. Curr Opin Pediatr, 28(2), 228-234. https://doi.org/10.1097/mop.0000000000000326
    Stoccoro, A., & Coppedè, F. (2021). Mitochondrial DNA Methylation and Human Diseases. Int J Mol Sci, 22(9). https://doi.org/10.3390/ijms22094594
    Sukhonthachit, P., Aekplakorn, W., Hudthagosol, C., & Sirikulchayanonta, C. (2014). The association between obesity and blood pressure in Thai public school children. BMC Public Health, 14, 729. https://doi.org/10.1186/1471-2458-14-729
    Sun, X., Liu, C., Liang, H., Miao, M., Wang, Z., Ji, H., van Donkelaar, A., Martin, R. V., Kan, H., & Yuan, W. (2021). Prenatal exposure to residential PM2.5 and its chemical constituents and weight in preschool children: A longitudinal study from Shanghai, China. Environment International, 154, 106580. https://doi.org/https://doi.org/10.1016/j.envint.2021.106580
    Tremblay, M. S., & Willms, J. D. (2003). Is the Canadian childhood obesity epidemic related to physical inactivity? International Journal of Obesity, 27(9), 1100-1105. https://doi.org/10.1038/sj.ijo.0802376
    Twisk, J. W. R. (2019). Applied longitudinal data analysis for epidemiology: A practical guide (2nd ed.). (Cambridge University Press).
    Wade, K. H., Lam, B. Y. H., Melvin, A., Pan, W., Corbin, L. J., Hughes, D. A., Rainbow, K., Chen, J.-H., Duckett, K., Liu, X., Mokrosiński, J., Mörseburg, A., Neaves, S., Williamson, A., Zhang, C., Farooqi, I. S., Yeo, G. S. H., Timpson, N. J., & O’Rahilly, S. (2021). Loss-of-function mutations in the melanocortin 4 receptor in a UK birth cohort. Nature Medicine, 27(6), 1088-1096. https://doi.org/10.1038/s41591-021-01349-y
    Wang, Zhao, Y., Li, J., Zhou, Y., Luo, R., Meng, X., & Zhang, Y. (2021). Prenatal exposure to ambient fine particulate matter and early childhood neurodevelopment: A population-based birth cohort study. Sci Total Environ, 785, 147334. https://doi.org/10.1016/j.scitotenv.2021.147334
    Wang, L., Shi, T., & Chen, H. (2023). Air pollution and infant mortality: Evidence from China. Econ Hum Biol, 49, 101229. https://doi.org/10.1016/j.ehb.2023.101229
    Wang, S., Sun, Q., Zhai, L., Bai, Y., Wei, W., & Jia, L. (2019). The Prevalence of Depression and Anxiety Symptoms among Overweight/Obese and Non-Overweight/Non-Obese Children/Adolescents in China: A Systematic Review and Meta-Analysis. Int J Environ Res Public Health, 16(3). https://doi.org/10.3390/ijerph16030340
    Wang, Z., Zhao, L., Huang, Q., Hong, A., Yu, C., Xiao, Q., Zou, B., Ji, S., Zhang, L., & Zou, K. (2021). Traffic‐related environmental factors and childhood obesity: a systematic review and meta‐analysis. Obesity reviews, 22, e12995.
    Wei, Y., Zhang, J. J., Li, Z., Gow, A., Chung, K. F., Hu, M., Sun, Z., Zeng, L., Zhu, T., Jia, G., Li, X., Duarte, M., & Tang, X. (2016). Chronic exposure to air pollution particles increases the risk of obesity and metabolic syndrome: findings from a natural experiment in Beijing. Faseb j, 30(6), 2115-2122. https://doi.org/10.1096/fj.201500142
    WHO. (2019a). SDG Indicator 11.6.2 Concentrations of fine particulate matter (PM2.5). Retrieved 8/27 from https://www.who.int/data/gho/data/indicators/indicator-details/GHO/concentrations-of-fine-particulate-matter-(pm2-5)
    WHO. (2019b). UNICEF-WHO Low birthweight estimates. https://cdn.who.int/media/docs/default-source/mca-documents/nbh/unicef-who-low-birthweight-estimates-2019-.pdf?sfvrsn=6f1b8855_3&download=true
    WHO. (2021). Obesity and overweight. https://www.who.int/zh/health-topics/obesity#tab=tab_1
    WHO. (2022). Billions of people still breathe unhealthy air: new WHO data. World Health Organization, 4.
    WHO. (2024). Prevalence of overweight in children under 5 (%) [Indicator]. https://data.who.int/indicators/i/3AA5F44/64E2430
    Wing, Y. K., Hui, S. H., Pak, W. M., Ho, C. K., Cheung, A., Li, A. M., & Fok, T. F. (2003). A controlled study of sleep related disordered breathing in obese children. Arch Dis Child, 88(12), 1043-1047. https://doi.org/10.1136/adc.88.12.1043
    Wong, P.-Y., Hsu, C.-Y., Wu, J.-Y., Teo, T.-A., Huang, J.-W., Guo, H.-R., Su, H.-J., Wu, C.-D., & Spengler, J. D. (2021). Incorporating land-use regression into machine learning algorithms in estimating the spatial-temporal variation of carbon monoxide in Taiwan. Environmental Modelling & Software, 139, 104996. https://doi.org/https://doi.org/10.1016/j.envsoft.2021.104996
    Wong, P.-Y., Su, H.-J., Candice Lung, S.-C., Liu, W.-Y., Tseng, H.-T., Adamkiewicz, G., & Wu, C.-D. (2024). Explainable geospatial-artificial intelligence models for the estimation of PM2.5 concentration variation during commuting rush hours in Taiwan. Environmental Pollution, 349, 123974. https://doi.org/https://doi.org/10.1016/j.envpol.2024.123974
    Woodward, N. C., Crow, A. L., Zhang, Y., Epstein, S., Hartiala, J., Johnson, R., Kocalis, H., Saffari, A., Sankaranarayanan, I., Akbari, O., Ramanathan, G., Araujo, J. A., Finch, C. E., Bouret, S. G., Sioutas, C., Morgan, T. E., & Allayee, H. (2019). Exposure to Nanoscale Particulate Matter from Gestation to Adulthood Impairs Metabolic Homeostasis in Mice. Scientific Reports, 9(1), 1816. https://doi.org/10.1038/s41598-018-37704-2
    Zhang, J., Chen, Z., Shan, D., Wu, Y., Zhao, Y., Li, C., Shu, Y., Linghu, X., & Wang, B. (2024). Adverse effects of exposure to fine particles and ultrafine particles in the environment on different organs of organisms. J Environ Sci (China), 135, 449-473. https://doi.org/10.1016/j.jes.2022.08.013
    Zhen, S., Ma, Y., Zhao, Z., Yang, X., & Wen, D. (2018). Dietary pattern is associated with obesity in Chinese children and adolescents: data from China Health and Nutrition Survey (CHNS). Nutr J, 17(1), 68. https://doi.org/10.1186/s12937-018-0372-8
    Zheng, H., Xu, Z., Wang, Q., Ding, Z., Zhou, L., Xu, Y., Su, H., Li, X., Zhang, F., & Cheng, J. (2021). Long-term exposure to ambient air pollution and obesity in school-aged children and adolescents in Jiangsu province of China. Environ Res, 195, 110804. https://doi.org/10.1016/j.envres.2021.110804
    Zhou, Lin, L., Bao, Z., Meng, T., Wang, S., Chen, G., Li, Q., Liu, Z., Bao, H., Han, N., Wang, H., & Guo, Y. (2021). The association of prenatal exposure to particulate matter with infant growth: A birth cohort study in Beijing, China. Environmental Pollution, 277, 116792. https://doi.org/https://doi.org/10.1016/j.envpol.2021.116792
    Zhou, S., Li, T., Han, N., Zhang, K., Zhang, Y., Li, Q., Ji, Y., Liu, J., Wang, H., Hu, J., Liu, T., Raat, H., & Wang, H. (2023). Prenatal exposure to PM2.5 and its constituents with children's BMI Z-score in the first three years: A birth cohort study. Environmental Research, 232, 116326. https://doi.org/https://doi.org/10.1016/j.envres.2023.116326
    Zhou, S., Lin, L., Bao, Z., Meng, T., Wang, S., Chen, G., Li, Q., Liu, Z., Bao, H., Han, N., Wang, H., & Guo, Y. (2021). The association of prenatal exposure to particulate matter with infant growth: A birth cohort study in Beijing, China. Environ Pollut, 277, 116792. https://doi.org/10.1016/j.envpol.2021.116792
    Zordão, O. P., Campolim, C. M., Yariwake, V. Y., Castro, G., Ferreira, C. K. O., Santos, A., Norberto, S., Veras, M. M., Saad, M. J. A., Saldiva, P. H. N., Kim, Y. B., & Prada, P. O. (2023). Maternal exposure to air pollution alters energy balance transiently according to gender and changes gut microbiota. Front Endocrinol (Lausanne), 14, 1069243. https://doi.org/10.3389/fendo.2023.1069243
    衛生福利部國民健康署. (2018a). 台灣肥胖防治策略. https://www.hpa.gov.tw/File/Attach/10299/File_11744.pdf
    衛生福利部國民健康署. (2018b). 兒童肥胖防治實證指引. https://www.hpa.gov.tw/File/Attach/10118/File_12200.pdf
    環境部. (2023). 空氣品質監測報告. https://www.moenv.gov.tw/DisplayFile.aspx?FileID=52034F4FCF901C1C

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