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The effect and its critical window for ambient temperature and humidity in pregnancy on term low birth weight

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Abstract

As common meteorological factors in daily life, there is limited evidence for the effect of ambient temperature and humidity during pregnancy on the risk of term low birth weight. Furthermore, little is known about the interaction of ambient temperature and humidity on TLBW. The objective of the study was to explore the effect of ambient temperature, humidity during pregnancy, and their interaction on the risk of TLBW and, moreover, to identify exposure critical window. We recruited 6640 infants and their mothers to build a birth cohort study in Jinan City, China, from January 2018 to December 2019. The associations between temperature and humidity during pregnancy and TLBW were estimated by generalized additive model, logistic regression model, and interaction analysis, and the critical window was identified by the distributed lag non-linear model. The incidence of TLBW was 1.36% for the infants in the birth cohort. TLBW was related to the low level of temperature and humidity in the whole pregnancy, compared with the moderate level and the adjusted ORs were 4.44 (1.65–11.42) and 6.23 (1.92–21.39), respectively. The indicators of the interaction analysis of temperature and humidity were not statistically significant. For the low level of humidity, the association with TLBW was statistically significant at first to sixth gestational weeks, and the maximum OR in male infants (3.95, 1.70–9.16) was higher than that in females (1.96, 1.06–3.63). For the low level of temperature, we failed to find significant association with TLBW at each gestational week. The low level of temperature and humidity during pregnancy could increase the risk of TLBW. There was no statistical interaction between temperature and humidity on TLBW. Moreover, the early stage of pregnancy was the critical window for humidity exposure, in which the boys had a greater effect.

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Data availability

The datasets generated during and/or analyzed during the current study are not publicly available due to the cohort in the follow-up stage and the subject’s privacy but are available from the corresponding author on reasonable request.

References

  • Albrecht ED, Pepe GJ (2020) Regulation of Uterine Spiral Artery Remodeling: a Review. Reproductive Sciences 27(10):1932–1942. https://doi.org/10.1007/s43032-020-00212-8

    Article  Google Scholar 

  • Balasuriya CND, Evensen KAI, Mosti MP, Brubakk AM, Jacobsen GW, Indredavik MS et al (2017) Peak bone mass and bone microarchitecture in adults born with low birth weight preterm or at term: a cohort study. J Clin Endocrinol Metab 102:2491–2500

    Article  Google Scholar 

  • Blencowe H, Krasevec J, de Onis M, Black RE, An X, Stevens GA et al (2019) National, regional, and worldwide estimates of low birthweight in 2015, with trends from 2000: a systematic analysis. Lancet Glob Health 7:e849–e860

    Article  Google Scholar 

  • Chersich MF, Pham MD, Areal A, Haghighi MM, Manyuchi A, Swift CP et al (2020) Associations between high temperatures in pregnancy and risk of preterm birth, low birth weight, and stillbirths: systematic review and meta-analysis. BMJ 371:m3811

    Article  Google Scholar 

  • Dejmek J, Solanský I, Benes I, Lenícek J, Srám RJ (2000) The impact of polycyclic aromatic hydrocarbons and fine particles on pregnancy outcome. Environ Health Perspect 108:1159–1164

    Article  CAS  Google Scholar 

  • Díaz J, Arroyo V, Ortiz C, Carmona R, Linares C (2016) Effect of environmental factors on low weight in non-premature births: a time series analysis. PLoS One 11:e0164741

    Article  CAS  Google Scholar 

  • Duvekot JJ, Cheriex EC, Pieters FAA, Peeters LLH (1995) Severely impaired fetal growth is preceded by maternal hemodynamic maladaptation in very early pregnancy. Acta Obstet Gynecol Scand 74:693–697

    Article  CAS  Google Scholar 

  • Engle WA (2004) Age terminology during the perinatal period. Pediatrics 114:1362–1364

    Article  Google Scholar 

  • Gao J, Sun Y, Lu Y, Li L (2014) Impact of ambient humidity on child health: a systematic review. PLoS One 9:e112508

    Article  CAS  Google Scholar 

  • Gasparrini A (2011) Distributed lag linear and non-linear models in r: the package dlnm. J Stat Softw 43:1–20

    Article  Google Scholar 

  • Guo L, Zhao D, Zhang R, Li S, Liu R, Wang H et al (2019) A matched case-control study on the association between colds, depressive symptoms during pregnancy and congenital heart disease in northwestern china. Sci Rep 9:589

    Article  CAS  Google Scholar 

  • Ha S, Zhu Y, Liu D, Sherman S, Mendola P (2017) Ambient temperature and air quality in relation to small for gestational age and term low birthweight. Environ Res 155:394–400

    Article  CAS  Google Scholar 

  • Hughes MM, Black RE, Katz J (2017) 2500-g low birth weight cutoff: history and implications for future research and policy. Matern Child Health J 21:283–289

    Article  Google Scholar 

  • Jakpor O, Chevrier C, Kloog I, Benmerad M, Giorgis-Allemand L, Cordier S et al (2020) Term birthweight and critical windows of prenatal exposure to average meteorological conditions and meteorological variability. Environ Int 142:105847

    Article  Google Scholar 

  • Jedrychowski W, Perera F, Mrozek-Budzyn D, Mroz E, Flak E, Spengler JD et al (2009) Gender differences in fetal growth of newborns exposed prenatally to airborne fine particulate matter. Environ Res 109:447–456

    Article  CAS  Google Scholar 

  • Kloog I, Melly Steven J, Coull Brent A, Nordio F, Schwartz JD (2015) Using satellite-based spatiotemporal resolved air temperature exposure to study the association between ambient air temperature and birth outcomes in Massachusetts. Environ Health Perspect 123:1053–1058

    Article  Google Scholar 

  • Kloog I, Novack L, Erez O, Just AC, Raz R (2018) Associations between ambient air temperature, low birth weight and small for gestational age in term neonates in southern Israel. Environ Health 17:76

    Article  Google Scholar 

  • Konstantelos N, Banh T, Patel V, Vasilevska-Ristovska J, Borges K, Hussain-Shamsy N et al (2019) Association of low birth weight and prematurity with clinical outcomes of childhood nephrotic syndrome: a prospective cohort study. Pediatr Nephrol 34:1599–1605

    Article  Google Scholar 

  • Li X, Huang S, Jiao A, Yang X, Yun J, Wang Y et al (2017) Association between ambient fine particulate matter and preterm birth or term low birth weight: an updated systematic review and meta-analysis. Environ Pollut 227:596–605

    Article  CAS  Google Scholar 

  • Liang Z, Lin Y, Ma Y, Zhang L, Zhang X, Li L et al (2016) The association between ambient temperature and preterm birth in Shenzhen, China: a distributed lag non-linear time series analysis. Environ Health 15:84

    Article  Google Scholar 

  • Lin YK, Wang YC, Lin PL, Li MH, Ho TJ (2013) Relationships between cold-temperature indices and all causes and cardiopulmonary morbidity and mortality in a subtropical island. Sci Total Environ 461–462:627–635

    Article  CAS  Google Scholar 

  • Liu C, Chen R, Sera F, Vicedo-Cabrera AM, Guo Y, Tong S et al (2019) Ambient particulate air pollution and daily mortality in 652 cities. N Engl J Med 381:705–715

    Article  CAS  Google Scholar 

  • McCormick MC (1985) The contribution of low birth weight to infant mortality and childhood morbidity. N Engl J Med 312:82–90

    Article  CAS  Google Scholar 

  • Ou CQ, Yang J, Ou QQ, Liu HZ, Lin GZ, Chen PY et al (2014) The impact of relative humidity and atmospheric pressure on mortality in Guangzhou, China. Biomed Environ Sci 27:917–925

    Google Scholar 

  • Owili PO, Muga MA, Kuo HW (2018) Gender difference in the association between environmental tobacco smoke and birth weight in Africa. Int J Environ Res Public Health 15(7):1409

    Article  Google Scholar 

  • Rosenfeld CS (2015) Sex-specific placental responses in fetal development. Endocrinology 156:3422–3434

    Article  CAS  Google Scholar 

  • Tian M, Reichetzeder C, Li J, Hocher B (2019) Low birth weight, a risk factor for diseases in later life, is a surrogate of insulin resistance at birth. J Hypertens 37:2123–2134

    Article  CAS  Google Scholar 

  • Wang JF, Li XH, Christakos G, Liao YL, Zhang T, Gu X et al (2010) Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. Int J Geogr Inf Sci 24:107–127

    Article  CAS  Google Scholar 

  • Wang SF, Shu L, Sheng J, Mu M, Wang S, Tao XY et al (2014) Birth weight and risk of coronary heart disease in adults: a meta-analysis of prospective cohort studies. J Dev Orig Health Dis 5:408–419

    Article  Google Scholar 

  • Wang X, Purohit P, Höglund-Isaksson L, Zhang S, Fang H (2020) Co-benefits of energy-efficient air conditioners in the residential building sector of China. Environ Sci Technol 54:13217–13227

    Article  CAS  Google Scholar 

  • Wang Q, Miao H, Warren JL, Ren M, Benmarhnia T, Knibbs LD et al (2021) Association of maternal ozone exposure with term low birth weight and susceptible window identification. Environ Int 146:106208

    Article  CAS  Google Scholar 

  • Wang J Yu L Deng J Gao X Chen Y Shao M et al (2021a) Short-term effect of meteorological factors on the risk of rheumatoid arthritis hospital admissions: a distributed lag non-linear analysis in Hefei, China. Environ Res 207:112168

  • Wilson A, Chiu YM, Hsu HL, Wright RO, Wright RJ, Coull BA (2017) Potential for bias when estimating critical windows for air pollution in children’s health. Am J Epidemiol 186:1281–1289

    Article  Google Scholar 

  • Wolf J, Armstrong B (2012) The association of season and temperature with adverse pregnancy outcome in two German states, a time-series analysis. PLoS One 7:e40228

    Article  CAS  Google Scholar 

  • Wu H, Jiang BF, Zhu P, Geng XY, Liu Z, Cui LL et al (2018) Associations between maternal weekly air pollutant exposures and low birth weight: a distributed lag non-linear model. Environ Res Lett 13:11

    Google Scholar 

  • Wu Y, Hu K, Han Y, Sheng Q, Fang Y (2020) Spatial characteristics of life expectancy and geographical detection of its influencing factors in China. Int J Environ Res Public Health 17(3):906

    Article  Google Scholar 

  • Xu C, Zhang X, Wang L, Zhou Y, Xiao G, Liao J (2020) Effects of temperature fluctuations on spatial-temporal transmission of hand, foot, and mouth disease. Sci Rep 10:2541

    Article  CAS  Google Scholar 

  • Yi W, Zhang X, Gao J, Wei Q, Pan R, Duan J et al (2019) Examining the association between apparent temperature and admissions for schizophrenia in hefei, china, 2005–2014: a time-series analysis. Sci Total Environ 672:1–6

    Article  CAS  Google Scholar 

  • Zeng J, Zhang X, Yang J, Bao J, Xiang H, Dear K et al (2017) Humidity may modify the relationship between temperature and cardiovascular mortality in Zhejiang Province. Int J Environ Res Public Health, China, p 14

    Google Scholar 

  • Zhang X, Lin Y, Cheng C, Li J (2021) Determinant powers of socioeconomic factors and their interactive impacts on particulate matter pollution in North China. Int J Environ Res Public Health 18(12):6261

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Acknowledgements

Firstly, we would like to thank all children and parents for their cooperation and thank all clinics for their support and participation in our study. Secondly, we would like to thank Jinan Municipal Center for Disease Control and Prevention for its coordination and help in the research work and thank Shandong Jinan Ecological Environment Monitoring Center for providing the air pollution monitoring data. Additionally, we would like to thank Han Wu for their methodological guidance.

Funding

This study was funded by the National Natural Science Foundation of China (81773386).

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Authors and Affiliations

Authors

Contributions

Shuang Du: investigation, software, writing—original draft preparation. Shuoxin Bai: investigation, visualization, writing—original draft preparation. Xiaodong Zhao: investigation, resources, writing—original draft preparation. Shaoqian Lin: supervision, investigation. Yifan Zhai: visualization, validation. Zhaojun Wang: resources, investigation. Zhiping Wang: project administration, methodology, conceptualization.

Corresponding author

Correspondence to Zhiping Wang.

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Ethics approval and consent to participate

The study was approved by the Ethics Committee of Preventive Medicine of Shandong University (approved number: 20170315). Informed consent was obtained from mothers of subjects.

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The author confirms that neither the entire manuscript nor any part of its content has been submitted for publication elsewhere. The author consents to publish.

Competing interests

The authors declare no competing interests.

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Responsible Editor: Lotfi Aleya

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Du, S., Bai, S., Zhao, X. et al. The effect and its critical window for ambient temperature and humidity in pregnancy on term low birth weight. Environ Sci Pollut Res 29, 54531–54542 (2022). https://doi.org/10.1007/s11356-022-19512-4

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