International Journal of Biometeorology

, Volume 57, Issue 4, pp 597–603 | Cite as

Effect of diurnal temperature range on cardiovascular markers in the elderly in Seoul, Korea

  • Youn-Hee Lim
  • Ho Kim
  • Jin Hee Kim
  • Sanghyuk Bae
  • Yun-Chul Hong
Original Paper

Abstract

While diurnal temperature range (DTR) has been found to be a risk factor for mortality, evaluation of the underlying mechanisms involved in this association are lacking. To explain the association between DTR and health effects, we investigated how cardiovascular markers responded to DTR. Data was obtained from 560 participants who regularly attended a community elderly welfare center located in Seoul, Korea. Data collection was conducted a total of five times over a 3-year period beginning in August, 2008. We examined systolic and diastolic blood pressure (BP), heart rate (HR), and heart rate variability (HRV). Mixed-effects models and generalized additive mixed models were used to assess the relationship of DTR with BP, HR, and HRV. BP was not associated significantly with rapid temperature changes during the day. While HR was associated linearly with increments of DTR, the relationship between DTR and HRV showed nonlinear associations, or the presence of a cutoff around median DTR. At the cutoff level of DTR determined by an inflection point in the graph, standard deviation of normal-to-normal intervals (SDNN) and root mean square successive difference (RMSSD) were peaked, whereas the low frequency:high frequency (LF:HF) ratio was elevated with decreasing DTR below the cutoff level. The study demonstrated that HR increases with increasing temperature range during the day, and that HRV is reduced at small or large DTR, which suggests minimal cardiovascular stress around the median level of temperature range during the day.

Keywords

Diurnal temperature range Cardiovascular marker Blood pressure Heart rate variability 

Notes

Acknowledgments

H. K. and Y.-H. L. were partially supported by Basic Science Research Program (#2010-0009581) and Global Research Lab (#K21004000001-10A0500-00710) through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science, and Technology.

Supplementary material

484_2012_587_MOESM1_ESM.doc (148 kb)
ESM 1 (DOC 147 kb)

References

  1. Cao J, Cheng Y, Zhao N, Song W, Jiang C, Chen R, Kan H (2009) Diurnal temperature range is a risk factor for coronary heart disease death. J Epidemiol 19(6):328–332CrossRefGoogle Scholar
  2. Chen G, Zhang Y, Song G, Jiang L, Zhao N, Chen B, Kan H (2007) Is diurnal temperature range a risk factor for acute stroke death? Int J Cardiol 116(3):408–409CrossRefGoogle Scholar
  3. Diaz A, Bourassa MG, Guertin M-C, Tardif J-C (2005) Long-term prognostic value of resting heart rate in patients with suspected or proven coronary artery disease. Eur Heart J 26(10):967–974CrossRefGoogle Scholar
  4. Easterling DR, Horton B, Jones PD, Peterson TC, Karl TR, Parker DE, Salinger MJ, Razuvayev V, Plummer N, Jamason P, Folland CK (1997) Maximum and minimum temperature trends for the globe. Science 277(5324):364–367CrossRefGoogle Scholar
  5. Ibald-Mulli A, Timonen KL, Peters A, Heinrich J, Wolke G, Lanki T, Buzorius G, Kreyling WG, de Hartog J, Hoek G, ten Brink HM, Pekkanen J (2004) Effects of particulate air pollution on blood pressure and heart rate in subjects with cardiovascular disease: a multicenter approach. Environ Health Perspect 112(3):369–377CrossRefGoogle Scholar
  6. Jung H-S, Choi Y, Oh J-H, Lim G-H (2002) Recent trends in temperature and precipitation over South Korea. Int J Climatol 22(11):1327–1337CrossRefGoogle Scholar
  7. Kamath MV, Fallen EL (1993) Power spectral analysis of heart rate variability: a noninvasive signature of cardiac autonomic function. Crit Rev Biomed Eng 21(3):245–311Google Scholar
  8. Kan H, London SJ, Chen H, Song G, Chen G, Jiang L, Zhao N, Zhang Y, Chen B (2007) Diurnal temperature range and daily mortality in Shanghai, China. Environ Res 103(3):424–431CrossRefGoogle Scholar
  9. Kannel WB, Kannel C, Paffenbarger RS Jr, Cupples LA (1987) Heart rate and cardiovascular mortality: the Framingham Study. Am Heart J 113(6):1489–1494CrossRefGoogle Scholar
  10. KMA (2012) Korea Meteorological Administration. Available http://web.kma.go.kr/eng/index.jsp [accessed 3 August 2012]
  11. Kristal-Boneh E, Silber H, Harari G, Froom P (2000) The association of resting heart rate with cardiovascular, cancer and all-cause mortality. Eight year follow-up of 3527 male Israeli employees (the CORDIS Study). Eur Heart J 21(2):116–124CrossRefGoogle Scholar
  12. Lewington S, Clarke R, Qizilbash N, Peto R, Collins R (2002) Age-specific relevance of usual blood pressure to vascular mortality: a meta-analysis of individual data for one million adults in 61 prospective studies. Lancet 360(9349):1903–1913CrossRefGoogle Scholar
  13. Liang WM, Liu WP, Kuo HW (2009) Diurnal temperature range and emergency room admissions for chronic obstructive pulmonary disease in Taiwan. Int J Biometeorol 53(1):17–23CrossRefGoogle Scholar
  14. Lim Y-H, Park A, Kim H (2012a) Modifiers of diurnal temperature range and mortality association in six Korean cities. Int J Biometeorol 56:33–42Google Scholar
  15. Lim YH, Hong YC, Kim H (2012b) Effects of diurnal temperature range on cardiovascular and respiratory hospital admissions in Korea. Sci Total Environ 417–418:55–60CrossRefGoogle Scholar
  16. Liu W, Lian Z, Liu Y (2008) Heart rate variability at different thermal comfort levels. Eur J Appl Physiol 103(3):361–366CrossRefGoogle Scholar
  17. Makowski K (2009) The daily temperature amplitude and surface solar radiation. Dissertation, ETH ZurichGoogle Scholar
  18. McCulloch CE, Neuhaus JM (2005) Generalized linear mixed models. Encyclopedia of BiostatisticsGoogle Scholar
  19. Mowery NT, Morris Jr JA, Jenkins JM, Ozdas A, Norris PR (2011) Core temperature variation is associated with heart rate variability independent of cardiac index: a study of 278 trauma patients. J Crit Care 26(5):534. e9-534.e17Google Scholar
  20. Okamoto-Mizuno K, Tsuzuki K, Mizuno K, Ohshiro Y (2009) Effects of low ambient temperature on heart rate variability during sleep in humans. Eur J Appl Physiol 105(2):191–197CrossRefGoogle Scholar
  21. Park SK, O'Neill MS, Vokonas PS, Sparrow D, Schwartz J (2005) Effects of air pollution on heart rate variability: the VA normative aging study. Environ Health Perspect 113(3):304–309CrossRefGoogle Scholar
  22. Ren C, Park SK, O'Neill MS, SparrowD, Vokonas P, Schwartz J (2011) Ambient temperature, air pollution, and heart rate variability in an aging population. Am J Epidemiol 173(9):1013–1021Google Scholar
  23. Schifano P, Cappai G, De Sario M, Michelozzi P, Marino C, Bargagli AM, Perucci CA (2009) Susceptibility to heat wave-related mortality: a follow-up study of a cohort of elderly in Rome. Environ Health 8:50CrossRefGoogle Scholar
  24. Schroeder EB, Liao D, Chambless LE, Prineas RJ, Evans GW, Heiss G (2003) Hypertension, blood pressure, and heart rate variability. Hypertension 42(6):1106–1111CrossRefGoogle Scholar
  25. Sesso HD, Stampfer MJ, Rosner B, Hennekens CH, Gaziano JM, Manson JE, Glynn RJ (2000) Systolic and diastolic blood pressure, pulse pressure, and mean arterial pressure as predictors of cardiovascular disease risk in men. Hypertension 36(5):801–807CrossRefGoogle Scholar
  26. Song G, Chen G, Jiang L, Zhang Y, Zhao N, Chen B, Kan H (2008) Diurnal temperature range as a novel risk factor for COPD death. Respirology 13(7):1066–1069Google Scholar
  27. Tam WW, Wong TW, Chair SY, Wong AH (2009) Diurnal temperature range and daily cardiovascular mortalities among the elderly in Hong Kong. Arch Environ Occup Health 64(3):202–206CrossRefGoogle Scholar
  28. Task Force of the European Society of Cardiology the North American Society of Pacing Electrophysiology (1996) Heart rate variability: standards of measurement, physiological interpretation, and clinical use. Circulation 93(5):1043–1065CrossRefGoogle Scholar
  29. Tong S, Ren C, Becker N (2010) Excess deaths during the 2004 heatwave in Brisbane, Australia. Int J Biometeorol 54(4):393–400CrossRefGoogle Scholar
  30. Wang K, Ye H, Chen F, Xiong Y, Wang C (2012) Urbanization effect on the diurnal temperature range: different roles under solar dimming and brightening*. J Clim 25(3):1022–1027CrossRefGoogle Scholar
  31. Wolf K, Schneider A, Breitner S, von Klot S, Meisinger C, Cyrys J, Hymer H, Wichmann HE, Peters A (2009) Air temperature and the occurrence of myocardial infarction in Augsburg, Germany. Circulation 120(9):735–742CrossRefGoogle Scholar
  32. Zhang C, Tang H, Li Q, Chen J (2009) Regional climate variations in South China related to global climate change and local urbanization. Adv Water Resour Hydraul Eng 2009:60–65Google Scholar
  33. Zhou L, Dai A, Dai Y, Vose R, Zou C-Z, Tian Y, Chen H (2009) Spatial dependence of diurnal temperature range trends on precipitation from 1950 to 2004. Clim Dyn 32(2):429–440CrossRefGoogle Scholar

Copyright information

© ISB 2012

Authors and Affiliations

  • Youn-Hee Lim
    • 1
    • 2
  • Ho Kim
    • 1
  • Jin Hee Kim
    • 3
  • Sanghyuk Bae
    • 4
  • Yun-Chul Hong
    • 3
    • 5
  1. 1.Department of Epidemiology and Biostatistics, Graduate School of Public HealthSeoul National UniversitySeoulRepublic of Korea
  2. 2.Institute of Health and Environment, Graduate School of Public HealthSeoul National UniversitySeoulRepublic of Korea
  3. 3.Institute of Environmental MedicineSeoul National University Medical Research CenterSeoulRepublic of Korea
  4. 4.Environmental Health CenterSeoul National University College of MedicineSeoulRepublic of Korea
  5. 5.Department of Preventive MedicineSeoul National University College of MedicineSeoulRepublic of Korea

Personalised recommendations