Abstract
Frequent emergency room (ER) visits occur for acute symptoms of hypertension or related complications in Beijing, China. Among the meteorological variables, atmospheric pressure directly relates to weather conditions and is hardly affected by artificial factors. In the studies of weather conditions and hypertension-related risks, atmospheric pressure is rarely found in literatures. Based on records of ER visit related to hypertension from three major hospitals in Beijing, from 2008 to 2012, the daily maximum (Pmax) and minimum (Pmin) atmospheric pressures were investigated in this study to identify the influences of air pressure on ER visits. Advanced time series models were utilized in quantifying their associations. In addition, major air pollutants and other meteorological variables including temperature, solar duration, and humidity were incorporated in the multivariate models to reveal the independent association between atmospheric pressure and ER visits. The results indicated the following:
1. The number of ER visits positively correlates with all atmospheric pressure metrics in both bivariate and partial correlation analyses.
2. The estimated relative risk (RR) corresponding to 1 hPa change in Pmax indicated a significant effect (Pmax = 1029 hPa, RR = 1.107, 95% CIs: 1.034-1.185) from high Pmax on short lag terms. RR for males and the elders grew prominently at lag 1 d, whereas females responded to Pmax at lag 4 d.
3. The middle-aged group (45–65 years) was threatened by extremely low Pmin with one day lag.
4. As for young (< 45 years) hypertensive patients, no effect from atmospheric pressure was identified.
This study may provide new evidence that extreme atmospheric pressure is an independent inducer of hypertension-related symptoms or complications.
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References
Brennan PJ, Greenberg G, Miall WE, Thompson SG (1982) Seasonal variation in arterial blood pressure. Br Med J (Clin Res Ed) 285(6346):919–923
Brook RD, Weder AB, Rajagopalan S (2011) “Environmental hypertensionology” the effects of environmental factors on blood pressure in clinical practice and research. J Clin Hypertens 13(11):836–842
Bruno RM, Di PM, Ancona C et al (2017) Environmental factors and hypertension. Curr Pharm Des 23(22):3239–3246
Danet S, Richard F, Montaye M, Beauchant S, Lemaire B, Graux C, Cottel D, Marécaux N, Amouyel P (1999) Unhealthy effects of atmospheric temperature and pressure on the occurrence of myocardial infarction and coronary deaths: A 10-year survey: The Lille-World Health Organization MONICA project (Monitoring trends and determinants in cardiovascular disease). Circulation 100(1):e1–e7
Dawson J, Weir C, Wright F, Bryden C, Aslanyan S, Lees K, Bird W, Walters M (2008) Associations between meteorological variables and acute stroke hospital admissions in the west of Scotland. Acta Neurol Scand 117(2):85–89
Gasparrini A (2011) Distributed lag linear and non-linear models in R: the package dlnm. J Stat Softw 43(8):1
Gasparrini A, Armstrong B (2010) Time series analysis on the health effects of temperature: advancements and limitations. Environ Res 110(6):633–638
Giaconi S, Palombo C, Genovesi-Ebert A, Marabotti C, Volterrani D, Ghione S (1988) Long-term reproducibility and evaluation of seasonal influences on blood pressure monitoring. J Hypertens 6(4):S64–S66
Gillie O (2010) Sunlight robbery: a critique of public health policy on vitamin D in the UK. Mol Nutr Food Res 54(8):1148–1163
Gu S, Huang C, Bai L, Chu C, Liu Q (2016) Heat-related illness in China, summer of 2013. Int J Biometeorol 60(1):131–137
Hastie T, Tibshirani R (1995) Generalized additive models for medical research. Stat Methods Med Res 4(3):187–196
Herweh C, Nordlohne S, Sykora M, Uhlmann L, Bendszus M, Steiner T (2017) Climatic and seasonal circumstances of hypertensive intracerebral hemorrhage in a worldwide cohort. Stroke 48(12):3384–3386
Hodder SG, Parsons K (2007) The effects of solar radiation on thermal comfort. Int J Biometeorol 51(3):233–250
Jehn M, Appel LJ, Sacks FM, Miller ER 3rd, DASH Collaborative Research Group (2002) The effect of ambient temperature and barometric pressure on ambulatory blood pressure variability. Am J Hypertens 15(11):941–945
Jimenez-Conde J, Ois A, Gomis M, Rodriguez-Campello A, Cuadrado-Godia E, Subirana I, Roquer J (2008) Weather as a trigger of stroke. Daily meteorological factors and incidence of stroke subtypes. Cerebrovasc Dis 26:348–354
Kaminski M, Cieslik-Guerra UI, Kotas R et al (2016) Evaluation of the impact of atmospheric pressure in different seasons on blood pressure in patients with arterial hypertension. Int J Occup Med Environ Health 29(5):783–792
Kampmann B, Brode P, Fiala D (2012) Physiological responses to temperature and humidity compared to the assessment by UTCI, WGBT and PHS. Int J Biometeorol 56(3):505–513
Landers AT, Narotami P, Govender ST et al (1997) The effect of changes in barometric pressure on the risk of rupture of intracranial aneurysms. Br J Neurosurg 11(3):191–195
Law HY, Wong GK, Chan DT et al (2009) Meteorological factors and aneurysmal subarachnoid hemorrhage in Hong Kong. Hong Kong Med J 15(2):85–89
Lewington S, LiMing LI, Sherliker P et al (2012) Seasonal variation in blood pressure and its relationship with outdoor temperature in 10 diverse regions of China: the China Kadoorie Biobank. J Hypertens 30(7):1383–1391
Liu C, Chen R, Zhao Y et al (2017) Associations between ambient fine particulate air pollution and hypertension: a nationwide cross-sectional study in China. Sci Total Environ 584:869–874
Ma P, Wang S, Fan X, Li T (2016) The impacts of air temperature on accidental casualties in Beijing, China. Int J Environ Res Public Health 13(11):1073
Ma P, Zhou J, Wang S, Li TS, Fan XG, Fan J, Xie J (2018) Differences of hemorrhagic and ischemic strokes in age spectra and responses to climatic thermal conditions. Sci Total Environ 644:1573–1579
Madaniyazi L, Zhou Y, Li S, Williams G, Jaakkola JJK, Liang X, Liu Y, Wu S, Guo Y (2016) Outdoor temperature, heart rate and blood pressure in Chinese adults: effect modification by individual characteristics. Sci Rep 6:21003
Minami J, Ishimitsu T, Kawano Y, Matsuoka H (1998) Seasonal variations in office and home blood pressures in hypertensive patients treated with antihypertensive drugs. Blood Press Monit 3(2):101–106
Modesti PA (2013) Season, temperature and blood pressure: a complex interaction. Eur J Intern Med 24(7):604–607
Modesti PA, Morabito M, Massetti L, Rapi S, Orlandini S, Mancia G, Gensini GF, Parati G (2013) Seasonal blood pressure changes: an independent relationship with temperature and daylight hours. Hypertension 61(4):908–914
Morabito M, Crisci A, Orlandini S, Maracchi G, Gensini GF, Modesti PA (2008) A synoptic approach to weather conditions discloses a relationship with ambulatory blood pressure in hypertensives. Am J Hypertens 21(7):748–752
Näyhä S (1985) Adjustment of blood pressure data by season. Scand J Prim Health Care 3(2):99–105
Okumiya K, Morita Y, Doi Y et al (2006) Close association between day-to-day fluctuation of atmospheric pressure and blood pressure. Biomed Pharmacother 55(2):s93
Pappenberger F, Jendritzky G, Staiger H, Dutra E, di Giuseppe F, Richardson DS, Cloke HL (2015) Global forecasting of thermal health hazards: the skill of probabilistic predictions of the Universal Thermal Climate Index (UTCI). Int J Biometeorol 59(3):311–323
Pearlmutter D, Jiao D, Garb Y (2014) The relationship between bioclimatic thermal stress and subjective thermal sensation in pedestrian spaces. Int J Biometeorol 58(10):2111–2127
Penckofer S, Kouba J, Byrn M, Estwing Ferrans C (2010) Vitamin D and depression: where is all the sunshine? Issues Ment Health Nurs 31(6):385–393
Pope CAI, Dockery DW, Kanner RE et al (1999) Oxygen saturation, pulse rate, and particulate air pollution: a daily time-series panel study. Am J Respir Crit Care Med 159(2):365–372
Rafał S, Rakesh J, Ewa D et al (2019) UTCI as a bio-meteorological tool in the assessment of cold-induced stress as a risk factor for hypertension. Sci Total Environ 688:970–975
Reynolds K, Gu D, Muntner P, Wu X, Chen J, Huang G, Duan X, Whelton PK, He J, InterASIA Collaborative Group (2003) Geographic variations in the prevalence, awareness, treatment and control of hypertension in China. J Hypertens 21(7):1273–1281
Rose G (1961) Seasonal variation in blood pressure in man. Nature 189(4760):235
Sega R, Cesana G, Bombelli M, Grassi G, Stella ML, Zanchetti A, Mancia G (1998) Seasonal variations in home and ambulatory blood pressure in the PAMELA population. J Hypertens 16(11):1585–1592
Sinclair MR, Renwick JA, Kidson JW (1997) Low-Frequency Variability of Southern Hemisphere Sea Level Pressure and Weather System Activity. Mon Weather Rev 125(10):2531–2543
Turin TC, Kita Y, Murakami Y, Rumana N, Sugihara H, Morita Y, Tomioka N, Okayama A, Nakamura Y, Abbott RD, Ueshima H (2008) Higher stroke incidence in the spring season regardless of conventional risk factors: Takashima Stroke Registry, Japan, 1988-2001. Stroke 39(3):745–752
Vandongen R, Jenner DA, English DR (1989) Determinants of blood pressure in childhood and adolescence. J Hypertens Suppl 7(1):S3–S5
Wang X, Bots ML, Yang F, Hoes AW, Vaartjes I (2014) Prevalence of hypertension in China: a systematic review and meta-regression analysis of trends and regional differences. J Hypertens 32(10):1919–1927
Wang Q, Li C, Guo Y, Barnett AG, Tong S, Phung D, Chu C, Dear K, Wang X, Huang C (2017) Environmental ambient temperature and blood pressure in adults: a systematic review and meta-analysis. Sci Total Environ 575:276–286
Wang Z, Chen Z, Zhang L, Wang X, Hao G, Zhang Z, Shao L, Tian Y, Dong Y, Zheng C, Wang J, Zhu M, Weintraub WS, Gao R, On behalf of the China Hypertension Survey Investigators* (2018) Status of hypertension in China: results from the China Hypertension Survey, 2012-2015. Circulation 137(22):2344–2356
Weinbacher M, Martina B, Bart T et al (1996) Blood pressure and atmospheric pressure. Ann N Y Acad Sci 783(1):335–336
Winnicki M, Canali C, Accurso V, Dorigatti F, Giovinazzo P, Palatini on behalf of the Harvest S P (1996) Relation of 24-hour ambulatory blood pressure and short-term blood pressure variability to seasonal changes in environmental temperature in stage I hypertensive subjects. Results of the Harvest Trial. Clin Exp Hypertens 18(8):995–1012
Woodhouse PR, Khaw KT, Plummer M (1993) Seasonal variation of blood pressure and its relationship to ambient temperature in an elderly population. J Hypertens 11(11):1267–1274
Wu S, Deng F, Huang J, Wang X, Qin Y, Zheng C, Wei H, Shima M, Guo X (2015) Does ambient temperature interact with air pollution to alter blood pressure? A repeated-measure study in healthy adults. J Hypertens 33(12):2414–2421
Yang L, Li L, Lewington S, Guo Y, Sherliker P, Bian Z, Collins R, Peto R, Liu Y, Yang R, Zhang Y, Li G, Liu S, Chen Z, China Kadoorie Biobank Study Collaboration (2015) Outdoor temperature, blood pressure, and cardiovascular disease mortality among 23,000 individuals with diagnosed cardiovascular diseases from China. Eur Heart J 36(19):1178–1185
Zhai T, Goss J, Li J (2017) Main drivers of health expenditure growth in China: a decomposition analysis. BMC Health Serv Res 17(1):185
Zhang J, Kai FY (1998) What's the relative risk? : a method of correcting the odds ratio in cohort studies of common outcomes. JAMA 280(19):1690–1691
Zhou M, Wang H, Zeng X, Yin P, Zhu J, Chen W, Li X, Wang L, Wang L, Liu Y, Liu J, Zhang M, Qi J, Yu S, Afshin A, Gakidou E, Glenn S, Krish VS, Miller-Petrie MK, Mountjoy-Venning WC, Mullany EC, Redford SB, Liu H, Naghavi M, Hay SI, Wang L, Murray CJL, Liang X (2019) Mortality, ER visits, and risk factors in China and its provinces, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 394(10204):1145–1158
Acknowledgments
This research was supported by the National Key Research Project of China-Strategy on Black Carbon Reduction and Evaluation of the Health Effects of Climate Change (2016YFA0602004); the Open fund project of Shanghai Key Laboratory of Meteorology and Health entitled “Research on the Onset and Forecast of Meteorological Sensitive Diseases Based on Harmonic Analysis” (QXJK201701); the National Scientific Data Sharing Platform for Population and Health (Professional Services for Meteorology, Environment and Public Health); the Major Science and Technology Projects of Sichuan Province (2018SZDZX0023); and the Chengdu University of Information Technology scientific research fund (KYTZ201811).
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PM, SW, and LC conceived and designed the research; PM, SW and XZ were responsible for analyzing the data; and TL contributed materials; LC, PM, XF, and NZ drafted the manuscript and the appendix, while SW, XZ, NZ, and YZ all involved in discussing, editing, and revising the paper.
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Shigong Wang contributed prominently to this work and should be considered a co-first author.
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Ma, P., Wang, S., Chen, L. et al. Independent influences of extreme atmospheric pressure on hypertension-related ER visits. Air Qual Atmos Health 13, 1065–1074 (2020). https://doi.org/10.1007/s11869-020-00859-x
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DOI: https://doi.org/10.1007/s11869-020-00859-x