Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Comparative Study
. 2016 Aug 23;68(8):818-33.
doi: 10.1016/j.jacc.2016.06.011.

Potential Impact of Time Trend of Life-Style Factors on Cardiovascular Disease Burden in China

Affiliations
Comparative Study

Potential Impact of Time Trend of Life-Style Factors on Cardiovascular Disease Burden in China

Yanping Li et al. J Am Coll Cardiol. .

Abstract

Background: Cardiovascular disease (CVD) is a leading cause of death in China. Evaluation of risk factors and their impacts on disease burden is important for future public health initiatives and policy making.

Objectives: The study used data from a cohort of the China Health and Nutrition Survey to estimate time trends in cardiovascular risk factors from 1991 to 2011.

Methods: We applied the comparative risk assessment method to estimate the number of CVD events attributable to all nonoptimal levels (e.g., theoretical-minimum-risk exposure distribution [TMRED]) of each risk factor.

Results: In 2011, high blood pressure, high low-density lipoprotein cholesterol, and high blood glucose were associated with 3.1, 1.4, and 0.9 million CVD events in China, respectively. Increase in body mass index was associated with an increase in attributable CVD events, from 0.5 to 1.1 million between 1991 and 2011, whereas decreased physical activity was associated with a 0.7-million increase in attributable CVD events. In 2011, 53.4% of men used tobacco, estimated to be responsible for 30.1% of CVD burden in men. Dietary quality improved, but remained suboptimal; mean intakes were 5.4 (TMRED: 2.0) g/day for sodium, 67.7 (TMRED: 300.0) g/day for fruits, 6.2 (TMRED: 114.0) g/day for nuts, and 25.0 (TMRED: 250.0) mg/day for marine omega-3 fatty acids in 2011.

Conclusions: High blood pressure remains the most important individual risk factor related to CVD burden in China. Increased body mass index and decreased physical activity were also associated with the increase in CVD burden from 1991 to 2011. High rates of tobacco use in men and unhealthy dietary factors continue to contribute to the burden of CVD in China.

Keywords: China; cardiovascular disease; disease burden; preventable; risk factor.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest: None

Figures

Figure 1
Figure 1. CVD attributable to 17 individual risk factors (thousands) in 2011
Cardiovascular Diseases (CVD) events, represented as solid bars, refer to the combined burden from coronary heart diseases, ischemic stroke and hemorrhagic stroke. SSB = Sugar-Sweetened Beverages; PUFA = Poly-Unsaturated Fatty Acid; BMI = Body Mass Index; LDL = Low Density Lipoprotein. Data of glucose and LDL cholesterol were collected in 2009 and carried forward for estimation of CVD burden in 2011.
Figure 2
Figure 2. Time trend and estimated CVD events attributable to a high intake of moderation dietary components
Time trend and estimated Cardiovascular Diseases (CVD) events attributable to a high intake of sodium (1), sugar-sweetened beverages (SSBs, 2), red meat (3), and processed meat (4). CVD events, represented as solid bars, refer to the combined burden from coronary heart diseases, ischemic stroke and hemorrhagic stroke; Circles represent Means and I bars represent Standard Errors (SE) of each risk factor distribution at each time point, which were standardized by age, sex, and urban/rural distribution using the 2010 Chinese Population Census data as the standard.
Figure 3
Figure 3. Time trend and estimated CVD events attributable to a low intake of adequacy dietary components
Time trend and estimated Cardiovascular Diseases (CVD) events attributable to a low intake of dietary fiber (1), fruits (2), vegetables (3), nuts (4), whole grains (5), poly-unsaturated fatty acids (PUFA, 6), and marine omega-3 fatty acids (7). CVD events, represented as solid bars, refer to the combined burden from coronary heart diseases, ischemic stroke and hemorrhagic stroke; Circles represent Means and I bars represent Standard Errors (SE) of each risk factor distribution at each time point, which were standardized by age, sex, and urban/rural distribution using the 2010 Chinese Population Census data as the standard
Central Illustration
Central Illustration. Preventable CVD Burden in China: Time trend and Estimated Cardiovascular Disease (CVD) Events
Attributable to high systolic blood pressure (1), high body mass index (2), smoking (3) and lower physical activity (4). Cardiovascular diseases (CVD) events, represented as solid bars, refer to the combined burden from coronary heart diseases, ischemic stroke and hemorrhagic stroke; Circles represent Means and I bars represent Standard Errors (SE) of each risk factor distribution at each time point, which were standardized by age, sex, and urban/rural distribution using the 2010 Chinese Population Census data as the standard; Reference line represents the level of CVD events associated with each risk factor at 1991 for a visual comparison of CVD burden changes with time from the baseline.

Comment in

Similar articles

  • Time Trends of Dietary and Lifestyle Factors and Their Potential Impact on Diabetes Burden in China.
    Li Y, Wang DD, Ley SH, Vasanti M, Howard AG, He Y, Hu FB. Li Y, et al. Diabetes Care. 2017 Dec;40(12):1685-1694. doi: 10.2337/dc17-0571. Epub 2017 Oct 18. Diabetes Care. 2017. PMID: 29046327 Free PMC article.
  • Potential impact of the time trend of fried food consumption on the cardiovascular disease burden in China.
    Wang A, Ao Y, Liu X, Wan X, Zhuang P, Jiao J, Zhang Y. Wang A, et al. Food Funct. 2025 Jun 3;16(11):4278-4290. doi: 10.1039/d4fo02978j. Food Funct. 2025. PMID: 40230178
  • The Burden of Cardiovascular Diseases Among US States, 1990-2016.
    Global Burden of Cardiovascular Diseases Collaboration; Roth GA, Johnson CO, Abate KH, Abd-Allah F, Ahmed M, Alam K, Alam T, Alvis-Guzman N, Ansari H, Ärnlöv J, Atey TM, Awasthi A, Awoke T, Barac A, Bärnighausen T, Bedi N, Bennett D, Bensenor I, Biadgilign S, Castañeda-Orjuela C, Catalá-López F, Davletov K, Dharmaratne S, Ding EL, Dubey M, Faraon EJA, Farid T, Farvid MS, Feigin V, Fernandes J, Frostad J, Gebru A, Geleijnse JM, Gona PN, Griswold M, Hailu GB, Hankey GJ, Hassen HY, Havmoeller R, Hay S, Heckbert SR, Irvine CMS, James SL, Jara D, Kasaeian A, Khan AR, Khera S, Khoja AT, Khubchandani J, Kim D, Kolte D, Lal D, Larsson A, Linn S, Lotufo PA, Magdy Abd El Razek H, Mazidi M, Meier T, Mendoza W, Mensah GA, Meretoja A, Mezgebe HB, Mirrakhimov E, Mohammed S, Moran AE, Nguyen G, Nguyen M, Ong KL, Owolabi M, Pletcher M, Pourmalek F, Purcell CA, Qorbani M, Rahman M, Rai RK, Ram U, Reitsma MB, Renzaho AMN, Rios-Blancas MJ, Safiri S, Salomon JA, Sartorius B, Sepanlou SG, Shaikh MA, Silva D, Stranges S, Tabarés-Seisdedos R, Tadele Atnafu N, Thakur JS, Topor-Madry R, Truelsen T, Tuzcu EM, Tyrovolas S, Ukwaja KN, Vasankari T, Vlassov V, Vollset SE, Wakayo T, Weintraub R, Wolfe C, Workic… See abstract for full author list ➔ Global Burden of Cardiovascular Diseases Collaboration, et al. JAMA Cardiol. 2018 May 1;3(5):375-389. doi: 10.1001/jamacardio.2018.0385. JAMA Cardiol. 2018. PMID: 29641820 Free PMC article.
  • Worldwide Exposures to Cardiovascular Risk Factors and Associated Health Effects: Current Knowledge and Data Gaps.
    Tzoulaki I, Elliott P, Kontis V, Ezzati M. Tzoulaki I, et al. Circulation. 2016 Jun 7;133(23):2314-33. doi: 10.1161/CIRCULATIONAHA.115.008718. Circulation. 2016. PMID: 27267538 Review.
  • Sex differences in cardiovascular risk factors and disease prevention.
    Appelman Y, van Rijn BB, Ten Haaf ME, Boersma E, Peters SA. Appelman Y, et al. Atherosclerosis. 2015 Jul;241(1):211-8. doi: 10.1016/j.atherosclerosis.2015.01.027. Epub 2015 Jan 28. Atherosclerosis. 2015. PMID: 25670232 Review.

Cited by

References

    1. Qin X, Huo Y, Langman CB, et al. Folic acid therapy and cardiovascular disease in ESRD or advanced chronic kidney disease: a meta-analysis. Clin J Amer Soc Nephrol. 2011;6:482–8. - PMC - PubMed
    1. Zhai FY, Du SF, Wang ZH, Zhang JG, Du WW, Popkin BM. Dynamics of the Chinese diet and the role of urbanicity, 1991–2011. Obes Rev. 2014;15(Suppl 1):16–26. - PMC - PubMed
    1. Ng SW, Howard AG, Wang HJ, Su C, Zhang B. The physical activity transition among adults in China: 1991–2011. Obes Rev. 2014;15(Suppl 1):27–36. - PMC - PubMed
    1. Farzadfar F, Finucane MM, Danaei G, et al. National, regional, and global trends in serum total cholesterol since 1980: systematic analysis of health examination surveys and epidemiological studies with 321 country-years and 3.0 million participants. Lancet. 2011;377:578–86. - PubMed
    1. Huang T, Chen Y, Yang B, Wahlqvist ML, Li D. Meta-analysis of B vitamin supplementation on plasma homocysteine, cardiovascular and all-cause mortality. Clin Nutr. 2012;31:448–54. - PubMed

Publication types

LinkOut - more resources