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Published in: BMC Cardiovascular Disorders 1/2019

Open Access 01-12-2019 | Coronary Heart Disease | Research article

Spatiotemporal variations in cardiovascular disease mortality in China from 1991 to 2009

Authors: Hongyan Ren, Xia Wan, Cao Wei, Gonghuan Yang

Published in: BMC Cardiovascular Disorders | Issue 1/2019

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Abstract

Background

In China, the spatiotemporal variations in cardiovascular disease (CVD) mortality are seldom characterized to understand their epidemiological features. It would be helpful to evaluate the performance of CVD-related interventions for subsequent adjustments.

Methods

The 2010 Census data as well as the coronary heart disease (CHD) and stroke mortality data from the Disease Surveillance Points (DSPs) were used to calculate the age standardized death rates (ASDRs) of CVD in the DSP counties during 1991–1995, 1996–2000, 2004–2005, and 2006–2009. The ordinary kriging (OK) method was used to estimate the county-level death rates of CHD and stroke and achieved satisfactory results.

Results

The goodness-of-fit between measured and estimated values of CVD mortality was significant at the 0.01 level (0.34 < R2 < 0.98). The counties with high CHD death rates (> 75 per 105) were located in the Northwest, North, and Northeast in 1991–2000 and then extended toward the North, Central, and South, yielding an inverted-triangle-shaped area in 2004–2009. The counties with a CHD death rate increase greater than 100% were concentrated in the Northeast and South. The Northeast-Southwest regions with a high stroke death rate gradient (> 150 per 105) narrowed in1991–2000, was followed by a slight expansion during 2004–2005, finally reducing in 2006–2009. The counties with a stroke mortality increase greater than 100% were scattered across the Northeast, Northwest, Central, and South.

Conclusion

The epidemiological characteristics of both CHD and stroke mortality in China was spatiotemporally featured on the county level during 1991–2009.
Literature
1.
go back to reference Labarthe DR. Epidemiology and prevention of cardiovascular diseases: a global challenge. Sudbury: Jones and Barrlett Publishers; 1998. Labarthe DR. Epidemiology and prevention of cardiovascular diseases: a global challenge. Sudbury: Jones and Barrlett Publishers; 1998.
2.
go back to reference Cooper R, Cutler J, Desvigne-Nickens P, Fortmann SP, Friedman L, Havlik R, Hogelin G, Marler J, McGovern P, Morosco G, et al. Trends and disparities in coronary heart disease, stroke, and other cardiovascular diseases in the United States: findings of the national conference on cardiovascular disease prevention. Circulation. 2000;102(25):3137–47.PubMedCrossRef Cooper R, Cutler J, Desvigne-Nickens P, Fortmann SP, Friedman L, Havlik R, Hogelin G, Marler J, McGovern P, Morosco G, et al. Trends and disparities in coronary heart disease, stroke, and other cardiovascular diseases in the United States: findings of the national conference on cardiovascular disease prevention. Circulation. 2000;102(25):3137–47.PubMedCrossRef
3.
go back to reference Reddy KS, Yusuf S. Emerging epidemic of cardiovascular disease in developing countries. Circulation. 1998;97(6):596–601.PubMedCrossRef Reddy KS, Yusuf S. Emerging epidemic of cardiovascular disease in developing countries. Circulation. 1998;97(6):596–601.PubMedCrossRef
4.
go back to reference Ohira T, Iso H. Cardiovascular disease epidemiology in Asia: an overview. Circ J. 2013;77(7):1646–52.PubMedCrossRef Ohira T, Iso H. Cardiovascular disease epidemiology in Asia: an overview. Circ J. 2013;77(7):1646–52.PubMedCrossRef
6.
go back to reference Hu SS, Kong LZ, Gao RL, Zhu ML, Wang W, Wang YJ, Wu ZS, Chen WW, Liu MB. Outline of the report on cardiovascular disease in China, 2010. Biomed Environ Sci. 2012;25(3):251–6.PubMed Hu SS, Kong LZ, Gao RL, Zhu ML, Wang W, Wang YJ, Wu ZS, Chen WW, Liu MB. Outline of the report on cardiovascular disease in China, 2010. Biomed Environ Sci. 2012;25(3):251–6.PubMed
8.
go back to reference Moran A, Gu D, Zhao D, Coxson P, Wang YC, Chen CS, Liu J, Cheng J, Bibbins-Domingo K, Shen YM, et al. Future cardiovascular disease in China: markov model and risk factor scenario projections from the coronary heart disease policy model-China. Circulation Cardiovascular quality and outcomes. 2010;3(3):243–52.PubMedPubMedCentralCrossRef Moran A, Gu D, Zhao D, Coxson P, Wang YC, Chen CS, Liu J, Cheng J, Bibbins-Domingo K, Shen YM, et al. Future cardiovascular disease in China: markov model and risk factor scenario projections from the coronary heart disease policy model-China. Circulation Cardiovascular quality and outcomes. 2010;3(3):243–52.PubMedPubMedCentralCrossRef
9.
go back to reference Truelsen T, Mahonen M, Tolonen H, Asplund K, Bonita R, Vanuzzo D. Trends in stroke and coronary heart disease in the WHO MONICA project. Stroke. 2003;34(6):1346–52.PubMedCrossRef Truelsen T, Mahonen M, Tolonen H, Asplund K, Bonita R, Vanuzzo D. Trends in stroke and coronary heart disease in the WHO MONICA project. Stroke. 2003;34(6):1346–52.PubMedCrossRef
10.
go back to reference Jiang GH, Wang DZ, Li W, Pan Y, Zheng WL, Zhang H, Sun YV. Coronary heart disease mortality in China: age, gender, and urban-rural gaps during epidemilogocial transition. Rev Panam Salud Publica. 2012;31(4):317–24.PubMedCrossRef Jiang GH, Wang DZ, Li W, Pan Y, Zheng WL, Zhang H, Sun YV. Coronary heart disease mortality in China: age, gender, and urban-rural gaps during epidemilogocial transition. Rev Panam Salud Publica. 2012;31(4):317–24.PubMedCrossRef
11.
go back to reference Wong IOL, Cowling BJ, Leung GM, Schooling CM. Age-period-conhot projections of ischaemic heart disease mortality by socio-economic position in a rapidly transitioning Chinese population. PLoS One. 2013;8(4).PubMedPubMedCentralCrossRef Wong IOL, Cowling BJ, Leung GM, Schooling CM. Age-period-conhot projections of ischaemic heart disease mortality by socio-economic position in a rapidly transitioning Chinese population. PLoS One. 2013;8(4).PubMedPubMedCentralCrossRef
12.
go back to reference Liu M, Wu B, Wang WZ, Lee LM, Zhang SH, Kong LZ. Stroke in China: epidemiology, prevention, and management strategies. The Lancet Neurology. 2007;6(5):456–64.PubMedCrossRef Liu M, Wu B, Wang WZ, Lee LM, Zhang SH, Kong LZ. Stroke in China: epidemiology, prevention, and management strategies. The Lancet Neurology. 2007;6(5):456–64.PubMedCrossRef
13.
go back to reference Zhao D, Liu J, Wang W, Zeng Z, Cheng J, Liu J, Sun J, Wu Z. Epidemiological transition of stroke in China: twenty-one-year observational study from the Sino-MONICA-Beijing project. Stroke. 2008;39(6):1668–74.PubMedCrossRef Zhao D, Liu J, Wang W, Zeng Z, Cheng J, Liu J, Sun J, Wu Z. Epidemiological transition of stroke in China: twenty-one-year observational study from the Sino-MONICA-Beijing project. Stroke. 2008;39(6):1668–74.PubMedCrossRef
14.
go back to reference Xu G, Ma M, Liu X, Hankey GJ. Is there a stroke belt in China and why? Stroke. 2013;44(7):1775–83.PubMedCrossRef Xu G, Ma M, Liu X, Hankey GJ. Is there a stroke belt in China and why? Stroke. 2013;44(7):1775–83.PubMedCrossRef
15.
go back to reference Murakoshi N, Aonuma K. Epidemiology of arrhythmias and sudden cardiac death in Asia. Circ J. 2013;77(10):2419–31.PubMedCrossRef Murakoshi N, Aonuma K. Epidemiology of arrhythmias and sudden cardiac death in Asia. Circ J. 2013;77(10):2419–31.PubMedCrossRef
16.
go back to reference Sun XG, Wang YL, Zhang N, Wang T, Liu YH, Jin X, Li LJ, Feng J. Incidence and trends of stroke and its subtypes in Changsha, China from 2005 to 2011. Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia. 2014;21(3):436–40.CrossRef Sun XG, Wang YL, Zhang N, Wang T, Liu YH, Jin X, Li LJ, Feng J. Incidence and trends of stroke and its subtypes in Changsha, China from 2005 to 2011. Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia. 2014;21(3):436–40.CrossRef
17.
go back to reference Jiang B, Wang WZ, Chen H, Hong Z, Yang QD, Wu SP, Du XL, Bao QJ. Incidence and trends of stroke and its subtypes in China: results from three large cities. Stroke. 2006;37(1):63–8.PubMedCrossRef Jiang B, Wang WZ, Chen H, Hong Z, Yang QD, Wu SP, Du XL, Bao QJ. Incidence and trends of stroke and its subtypes in China: results from three large cities. Stroke. 2006;37(1):63–8.PubMedCrossRef
18.
go back to reference Zhang XF, Hu DY, Ding RJ, Wang RC, Yan LX. Prevalence and epidemic tendency of cardiovascular and cerebravascular disease mortality in China. Chin J Cardiol. 2012;40(3):179–87. Zhang XF, Hu DY, Ding RJ, Wang RC, Yan LX. Prevalence and epidemic tendency of cardiovascular and cerebravascular disease mortality in China. Chin J Cardiol. 2012;40(3):179–87.
19.
go back to reference Zhao D. The epidemiology of coronary heart disease in 16 provinces of China. Multi-province cooperative Group of Cardiovascular Disease Surveillance (MONICA project). Chin J Epidemiol. 1993;14(01):9. Zhao D. The epidemiology of coronary heart disease in 16 provinces of China. Multi-province cooperative Group of Cardiovascular Disease Surveillance (MONICA project). Chin J Epidemiol. 1993;14(01):9.
20.
go back to reference Zhou M, Wang H, Zhu J, Chen W, Wang L, Liu S, Li Y, Wang L, Liu Y, Yin P, et al. Cause-specific mortality for 240 causes in China during 1990–2013: a systematic subnational analysis for the global burden of disease study 2013. Lancet. 2015. Zhou M, Wang H, Zhu J, Chen W, Wang L, Liu S, Li Y, Wang L, Liu Y, Yin P, et al. Cause-specific mortality for 240 causes in China during 1990–2013: a systematic subnational analysis for the global burden of disease study 2013. Lancet. 2015.
21.
go back to reference Yang G, Hu J, Rao KQ, Ma J, Rao C, Lopez AD. Mortality registration and surveillance in China: history, current situation and challenges. Popul Health Metrics. 2005;3(1):3.CrossRef Yang G, Hu J, Rao KQ, Ma J, Rao C, Lopez AD. Mortality registration and surveillance in China: history, current situation and challenges. Popul Health Metrics. 2005;3(1):3.CrossRef
22.
go back to reference Zhou MG, Jiang Y, Huang ZJ. Adjustment and representativeness evaluation of national disease surveillance points system. Disease Surveillance. 2010;25(3):239–44. Zhou MG, Jiang Y, Huang ZJ. Adjustment and representativeness evaluation of national disease surveillance points system. Disease Surveillance. 2010;25(3):239–44.
23.
go back to reference Yang G, Kong L, Zhao W, Wan X, Zhai Y, Chen LC, Koplan JP. Emergence of chronic non-communicable diseases in China. Lancet. 2008;372(9650):1697–705.PubMedCrossRef Yang G, Kong L, Zhao W, Wan X, Zhai Y, Chen LC, Koplan JP. Emergence of chronic non-communicable diseases in China. Lancet. 2008;372(9650):1697–705.PubMedCrossRef
24.
go back to reference Wan X, Ren H, Ma E, Yang G. Mortality trends for ischemic heart disease in China: an analysis of 102 continuous disease surveillance points from 1991 to 2009. BMC Public Health. 2017;18(1):52.PubMedPubMedCentralCrossRef Wan X, Ren H, Ma E, Yang G. Mortality trends for ischemic heart disease in China: an analysis of 102 continuous disease surveillance points from 1991 to 2009. BMC Public Health. 2017;18(1):52.PubMedPubMedCentralCrossRef
25.
go back to reference Wang L, Wang LJ, Cai Y, Ma LM, Zhou MG. Analysis of under-reporting of mortality surveillance from 2006 to 2008 in China. Zhonghua Yu Fang Yi Xue Za Zhi (in Chinese). 2011;45(12):1061–4. Wang L, Wang LJ, Cai Y, Ma LM, Zhou MG. Analysis of under-reporting of mortality surveillance from 2006 to 2008 in China. Zhonghua Yu Fang Yi Xue Za Zhi (in Chinese). 2011;45(12):1061–4.
26.
go back to reference Tobler WR: A computer movie simulating urban growth in the Detroit region. Econ Geogr 1970, 46(ArticleType: research-article / Issue Title: Supplement: Proceedings. International Geographical Union. Commission on Quantitative Methods / Full publication date: Jun., 1970 / Copyright © 1970 Clark University):234–240. Tobler WR: A computer movie simulating urban growth in the Detroit region. Econ Geogr 1970, 46(ArticleType: research-article / Issue Title: Supplement: Proceedings. International Geographical Union. Commission on Quantitative Methods / Full publication date: Jun., 1970 / Copyright © 1970 Clark University):234–240.
28.
go back to reference Wu JL, Zheng XY. A simulation on the emerging of birth defects in China with kriging interpolation method. Chin J Epidemiol. 2007;28(2):184–8. Wu JL, Zheng XY. A simulation on the emerging of birth defects in China with kriging interpolation method. Chin J Epidemiol. 2007;28(2):184–8.
29.
go back to reference Li JT, Huang F, Chen W, Cheng SM. The application of spatial interpolation method in the epidemiological studies. Chin J Antiuberc. 2012;34(12):760–3. Li JT, Huang F, Chen W, Cheng SM. The application of spatial interpolation method in the epidemiological studies. Chin J Antiuberc. 2012;34(12):760–3.
30.
go back to reference Ali M, Park JK, Thiem VD, Canh DG, Emch M, Clemens JD. Neighborhood size and local geographic variation of health and social determinants. Int J Health Geogr. 2005;4(1):12.PubMedPubMedCentralCrossRef Ali M, Park JK, Thiem VD, Canh DG, Emch M, Clemens JD. Neighborhood size and local geographic variation of health and social determinants. Int J Health Geogr. 2005;4(1):12.PubMedPubMedCentralCrossRef
31.
go back to reference Wang W, Zhu ML, Wang YJ, Wu ZS, Gao RL, Kong LZ, Hu SS. Summary Report on Cardiovascular Diseases in China (2012). Chin Circ J. 2013;28(06):408–12. Wang W, Zhu ML, Wang YJ, Wu ZS, Gao RL, Kong LZ, Hu SS. Summary Report on Cardiovascular Diseases in China (2012). Chin Circ J. 2013;28(06):408–12.
32.
go back to reference Tian ZX, Li SS, Zhang JL, Jaakkola JJK, Guo YM. Ambient temperature and coronary heart disease mortality in Beijing, China: a time series study. Environ Health-Glob. 2012;11(56):7. Tian ZX, Li SS, Zhang JL, Jaakkola JJK, Guo YM. Ambient temperature and coronary heart disease mortality in Beijing, China: a time series study. Environ Health-Glob. 2012;11(56):7.
33.
go back to reference Huxley RR, Hirakawa Y, Hussain MA, Aekplakorn W, Wang X, Peters SAE, Mamun A, Woodward M. Age- and sex-specific burden of cardiovascular disease attributable to 5 major and modifiable risk factors in 10 Asian countries of the Western Pacific region. Circ J. 2015;79(8):1662–74.PubMedCrossRef Huxley RR, Hirakawa Y, Hussain MA, Aekplakorn W, Wang X, Peters SAE, Mamun A, Woodward M. Age- and sex-specific burden of cardiovascular disease attributable to 5 major and modifiable risk factors in 10 Asian countries of the Western Pacific region. Circ J. 2015;79(8):1662–74.PubMedCrossRef
34.
go back to reference Critchley J, Liu J, Zhao D, Wei W, Capewell S. Explaining the increase in coronary heart disease mortality in Beijing between 1984 and 1999. Circulation. 2004;110(10):1236–44.PubMedCrossRef Critchley J, Liu J, Zhao D, Wei W, Capewell S. Explaining the increase in coronary heart disease mortality in Beijing between 1984 and 1999. Circulation. 2004;110(10):1236–44.PubMedCrossRef
35.
go back to reference Gao YL, Su JT, Su JT, Wei ZH, Liu JL, Wang J. Characteristics of out-of-hospital acute coronary heart disease deaths of Beijing permanent residents at the age of 25 or more from 2007 to 2009. Chin J Cardiol. 2012;40(3):199–203. Gao YL, Su JT, Su JT, Wei ZH, Liu JL, Wang J. Characteristics of out-of-hospital acute coronary heart disease deaths of Beijing permanent residents at the age of 25 or more from 2007 to 2009. Chin J Cardiol. 2012;40(3):199–203.
36.
go back to reference Wong MC, Zhang de X, Wang HH. Rapid emergence of atherosclerosis in Asia: a systematic review of coronary atherosclerotic heart disease epidemiology and implications for prevention and control strategies. Curr Opin Lipidol. 2015;26(4):257–69.PubMedCrossRef Wong MC, Zhang de X, Wang HH. Rapid emergence of atherosclerosis in Asia: a systematic review of coronary atherosclerotic heart disease epidemiology and implications for prevention and control strategies. Curr Opin Lipidol. 2015;26(4):257–69.PubMedCrossRef
37.
go back to reference Hata J, Kiyohara Y. Epidemiology of stroke and coronary artery disease in Asia. Circ J. 2013;77(8):1923–32.PubMedCrossRef Hata J, Kiyohara Y. Epidemiology of stroke and coronary artery disease in Asia. Circ J. 2013;77(8):1923–32.PubMedCrossRef
38.
go back to reference Yatsuya H, Li Y, Hilawe EH, Ota A, Wang C, Chiang C, Zhang Y, Uemura M, Osako A, Ozaki Y, et al. Global trend in overweight and obesity and its association with cardiovascular disease incidence. Circ J. 2014;78(12):2807–18.PubMedCrossRef Yatsuya H, Li Y, Hilawe EH, Ota A, Wang C, Chiang C, Zhang Y, Uemura M, Osako A, Ozaki Y, et al. Global trend in overweight and obesity and its association with cardiovascular disease incidence. Circ J. 2014;78(12):2807–18.PubMedCrossRef
39.
go back to reference Wang Z, Hu S, Sang S, Luo L, Yu C. Age-Period-Cohort Analysis of Stroke Mortality in China: Data from the Global Burden of Disease Study 2013. Stroke. 2017;48(2):271–5.PubMedCrossRef Wang Z, Hu S, Sang S, Luo L, Yu C. Age-Period-Cohort Analysis of Stroke Mortality in China: Data from the Global Burden of Disease Study 2013. Stroke. 2017;48(2):271–5.PubMedCrossRef
40.
go back to reference Wang W, Wang D, Liu H, Sun H, Jiang B, Ru X, Sun D, Chen Z, Wang Y. Trend of declining stroke mortality in China: reasons and analysis. In: Stroke Vasc Neurol. vol. 2; 2017. p. 132–9. Wang W, Wang D, Liu H, Sun H, Jiang B, Ru X, Sun D, Chen Z, Wang Y. Trend of declining stroke mortality in China: reasons and analysis. In: Stroke Vasc Neurol. vol. 2; 2017. p. 132–9.
41.
go back to reference He J, Klag MJ, Wu Z, Whelton PK. Stroke in the People's Republic of China. I. Geographic variations in incidence and risk factors. Stroke. 1995;26(12):2222–7.PubMedCrossRef He J, Klag MJ, Wu Z, Whelton PK. Stroke in the People's Republic of China. I. Geographic variations in incidence and risk factors. Stroke. 1995;26(12):2222–7.PubMedCrossRef
42.
go back to reference Wan X, Ren H, Yang G. Mortality trends for ischaemic heart disease and stroke in China: an analysis of 102 continuous disease surveillance points from 1991 to 2009. Lancet. 2015;386:S71.CrossRef Wan X, Ren H, Yang G. Mortality trends for ischaemic heart disease and stroke in China: an analysis of 102 continuous disease surveillance points from 1991 to 2009. Lancet. 2015;386:S71.CrossRef
43.
go back to reference Liu MB, Wang W, Zhou MG. Trend analysis on the mortality of cardiovascular diseases from 2004 to 2010 in China. Chin J Epidemiol. 2013;34(10):985–8. Liu MB, Wang W, Zhou MG. Trend analysis on the mortality of cardiovascular diseases from 2004 to 2010 in China. Chin J Epidemiol. 2013;34(10):985–8.
44.
go back to reference Wu ZS, Yao CG, Zhao D, Wu GX, Wang W, Liu J, Zeng ZC, Wu YK. Sino-MONICA project - a collaborative study on trends and determinants in cardiovascular diseases in China, part I: morbidity and mortality monitoring. Circulation. 2001;103(3):462–8.PubMedCrossRef Wu ZS, Yao CG, Zhao D, Wu GX, Wang W, Liu J, Zeng ZC, Wu YK. Sino-MONICA project - a collaborative study on trends and determinants in cardiovascular diseases in China, part I: morbidity and mortality monitoring. Circulation. 2001;103(3):462–8.PubMedCrossRef
45.
go back to reference Sun JY, Liu J, Xie XQ, Wei ZH, Wang W, Wang M, Qi Y, Liu J, Guo MN, Zhang XY, et al. Surveillance on the incidence of acute coronary events in the permanent residents of Beijing aged 25 years and more from 2007 to 2009. Chin J Cardiol. 2012;40(3):194–9. Sun JY, Liu J, Xie XQ, Wei ZH, Wang W, Wang M, Qi Y, Liu J, Guo MN, Zhang XY, et al. Surveillance on the incidence of acute coronary events in the permanent residents of Beijing aged 25 years and more from 2007 to 2009. Chin J Cardiol. 2012;40(3):194–9.
46.
go back to reference Ning XJ, Wang JH, Li ZZ. Epidemiology of stroke in urban and rural areas, Tianjin, China: a six-year prospective research. Chin J Epidemiol. 1995;16(5):281–4. Ning XJ, Wang JH, Li ZZ. Epidemiology of stroke in urban and rural areas, Tianjin, China: a six-year prospective research. Chin J Epidemiol. 1995;16(5):281–4.
47.
go back to reference Huang J, Wang J, Yu W. The lag effects and vulnerabilities of temperature effects on cardiovascular disease mortality in a subtropical climate zone in China. Int J Environ Res Public Health. 2014;11(4):3982–94.PubMedPubMedCentralCrossRef Huang J, Wang J, Yu W. The lag effects and vulnerabilities of temperature effects on cardiovascular disease mortality in a subtropical climate zone in China. Int J Environ Res Public Health. 2014;11(4):3982–94.PubMedPubMedCentralCrossRef
48.
go back to reference Chen M, He S, Yan Q, Xu X, Wu W, Ge S, Zhang S, Chen M, Xia N. Severe hand, foot and mouth disease associated with Coxsackievirus A10 infections in Xiamen, China in 2015. In: J Clin Virol, vol. 93; 2017. p. 20–4. Chen M, He S, Yan Q, Xu X, Wu W, Ge S, Zhang S, Chen M, Xia N. Severe hand, foot and mouth disease associated with Coxsackievirus A10 infections in Xiamen, China in 2015. In: J Clin Virol, vol. 93; 2017. p. 20–4.
Metadata
Title
Spatiotemporal variations in cardiovascular disease mortality in China from 1991 to 2009
Authors
Hongyan Ren
Xia Wan
Cao Wei
Gonghuan Yang
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Cardiovascular Disorders / Issue 1/2019
Electronic ISSN: 1471-2261
DOI
https://doi.org/10.1186/s12872-019-1128-x

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