Abstract
Interests in evaluation of the effect of air pollution and weather conditions on cardiovascular disease have increased. However, the relationship between short-term particulate matter (PM) exposure and first incident ST-elevation myocardial infarction (STEMI) remains unclear. Medical records were collected from December 2013 to December 2016. A total of 1354 patients with first incident STEMI were included. The daily average of air pollution and weather conditions were calculated. In this case-crossover study, conditional logistic regression was performed to assess the association between daily concentrations of PM and first incident STEMI. The daily average of PM2.5 and PM10 were 58.9 μg/m3 and 80.2 μg/m3, respectively. In this case-crossover study, single-pollutant models showed that each 10 μg/m3 increase in PM2.5 was associated with a percent change of 3.36, 95% confidence interval (CI): (1.01–5.77), or in PM10 percent change of 2.1%, 95%CI: (0.2–4.04) for patients with first incident STEMI. The association remained stable after adjusting for ozone (O3). The results from subgroup analysis showed the association slightly enhanced in women, elder patients, patients with history of diabetes, patients without history of smoking, and cold seasons. The p values were not significant between these strata, which may be due to small sample size. This investigation showed that short-term PM exposure associated with first incident STEMI in Suzhou. Given the effect of PM on the first incident STEMI, strategies to decrease PM should be considered.

Similar content being viewed by others
Explore related subjects
Discover the latest articles and news from researchers in related subjects, suggested using machine learning.Data availability
Data and material will be available under suitable requirements.
References
Akbarzadeh MA, Khaheshi I, Sharifi A, Yousefi N, Naderian M, Namazi MH, Safi M, Vakili H, Saadat H, Alipour Parsa S, Nickdoost N (2018) The association between exposure to air pollutants including PM10, PM2.5, ozone, carbon monoxide, sulfur dioxide, and nitrogen dioxide concentration and the relative risk of developing STEMI: A case-crossover design. Environ Res 161:299–303
Argacha JF, Collart P, Wauters A, Kayaert P, Lochy S, Schoors D, Sonck J, de Vos T, Forton M, Brasseur O, Beauloye C, Gevaert S, Evrard P, Coppieters Y, Sinnaeve P, Claeys MJ (2016) Air pollution and ST-elevation myocardial infarction: a case-crossover study of the Belgian STEMI registry 2009–2013. Int J Cardiol 223:300–305
Berman AE, Miller DD (2020) Quantifying the economic burden of acute myocardial infarction: a timely and important concept. Am J Med Sci 359:255–256
Biondi-Zoccai G et al (2020) Impact of environmental pollution and weather changes on the incidence of ST-elevation myocardial infarction. Eur J Prev Cardiol 0:1–8
Bourdrel T, Bind MA, Bejot Y, Morel O, Argacha JF (2017) Cardiovascular effects of air pollution. Arch Cardiovasc Dis 110:634–642
Buszman PE, Derbisz K, Kwasiborski P, Chrzaszcz P, Mularska M, Baron D, Sobieszek A, Mendyk A, Skoczylas P, Cisowski M, Buszman PP, Milewski K (2018) Impact of air pollution on hospital patients admitted with ST- and non-ST-segment elevation myocardial infarction in heavily polluted cities within the European Union. Cardiol J 27:541–547
Cai X, Li Z, Scott EM, Li X, Tang M (2016) Short-term effects of atmospheric particulate matter on myocardial infarction: a cumulative meta-analysis. Environ Sci Pollut Res Int 23:6139–6148
Chen R, Zhao A, Chen H, Zhao Z, Cai J, Wang C, Yang C, Li H, Xu X, Ha S, Li T, Kan H (2015) Cardiopulmonary benefits of reducing indoor particles of outdoor origin: a randomized, double-blind crossover trial of air purifiers. J Am Coll Cardiol 65:2279–2287
Chen R, Yin P, Meng X, Liu C, Wang L, Xu X, Ross JA, Tse LA, Zhao Z, Kan H, Zhou M (2017) Fine particulate air pollution and daily mortality. A nationwide analysis in 272 Chinese Cities. Am J Respir Crit Care Med 196:73–81
Du X, Patel A, Anderson CS, Dong J, Ma C (2019) Epidemiology of cardiovascular disease in China and opportunities for improvement: JACC International. J Am Coll Cardiol 73:3135–3147
Farhadi Z, Abulghasem Gorgi H, Shabaninejad H, Aghajani Delavar M, Torani S (2020) Association between PM2.5 and risk of hospitalization for myocardial infarction: a systematic review and a meta-analysis. BMC Public Health 20:314–325
Fiordelisi A, Piscitelli P, Trimarco B, Coscioni E, Iaccarino G, Sorriento D (2017) The mechanisms of air pollution and particulate matter in cardiovascular diseases. Heart Fail Rev 22:337–347
Franklin BA, Brook R, Arden Pope C 3rd (2015) Air pollution and cardiovascular disease. Curr Probl Cardiol 40:207-238
Gardner B, Ling F, Hopke PK, Frampton MW, Utell MJ, Zareba W, Cameron SJ, Chalupa D, Kane C, Kulandhaisamy S, Topf MC, Rich DQ (2014) Ambient fine particulate air pollution triggers ST-elevation myocardial infarction, but not non-ST elevation myocardial infarction: a case-crossover study. Part Fibre Toxicol 11:1–11
Goldberg MS, Burnett RT, Stieb DM, Brophy JM, Daskalopoulou SS, Valois MF, Brook JR (2013) Associations between ambient air pollution and daily mortality among elderly persons in Montreal, Quebec. Sci Total Environ 463–464:931–942
Kan H, Chen R, Tong S (2012) Ambient air pollution, climate change, and population health in China. Environ Int 42:10–19
Lee S, Lee W, Lee E, Jeong MH, Rha SW, Kim CJ, Chae SC, Kim HS, Gwon HC, Kim H (2021) Effects of Asian dust-derived particulate matter on ST-elevation myocardial infarction: retrospective, time series study. BMC Public Health 21:68–77
Li C, Zhang K, Dai Z, Ma Z, Liu X (2020) Investigation of the impact of land-use distribution on PM2.5 in Weifang: seasonal variations. Int J Environ Res Public Health 17:5135–5154
Li J, Liu C, Cheng Y, Guo S, Sun Q, Kan L, Chen R, Kan H, Bai H, Cao J (2019) Association between ambient particulate matter air pollution and ST-elevation myocardial infarction: a case-crossover study in a Chinese city. Chemosphere 219:724–729
Lin Y, Yuan X, Zhai T, Wang J (2020) Effects of land-use patterns on PM2.5 in China’s developed coastal region: Exploration and solutions. Sci Total Environ 703:135602
Liu C et al (2019) Ambient particulate air pollution and daily mortality in 652 Cities. N Engl J Med 381:705–715
Liu H, Tian Y, Cao Y, Song J, Huang C, Xiang X, Li M, Hu Y (2018) Fine particulate air pollution and hospital admissions and readmissions for acute myocardial infarction in 26 Chinese cities. Chemosphere 192:282–288
Louch WE, Ferrier GR, Howlett SE (2002) Changes in excitation-contraction coupling in an isolated ventricular myocyte model of cardiac stunning. American journal of physiology. Heart and Circulatory Physiology 283:H800-810
Milojevic A, Wilkinson P, Armstrong B, Bhaskaran K, Smeeth L, Hajat S (2014) Short-term effects of air pollution on a range of cardiovascular events in England and Wales: case-crossover analysis of the MINAP database, hospital admissions and mortality. Heart 100:1093–1098
Mustafic H, Jabre P, Caussin C, Murad MH, Escolano S, Tafflet M, Perier MC, Marijon E, Vernerey D, Empana JP, Jouven X (2012) Main air pollutants and myocardial infarction: a systematic review and meta-analysis. JAMA 307:713–721
Pan HY, Cheung SM, Chen FC, Wu KH, Cheng SY, Chuang PC, Cheng FJ (2019) Short-term effects of ambient air pollution on ST-elevation myocardial infarction events: are there potentially susceptible groups? Int J Environ Res Public Health 16:3760–3771
Pope CA, Muhlestein JB, Anderson JL, Cannon JB, Hales NM, Meredith KG, Le V, Horne BD (2015) Short-term exposure to fine particulate matter air pollution is preferentially associated with the risk of ST-segment elevation acute coronary events. J Am Heart Assoc 4:e002506
Pope CA 3rd, Muhlestein JB, May HT, Renlund DG, Anderson JL, Horne BD (2006) Ischemic heart disease events triggered by short-term exposure to fine particulate air pollution. Circulation 114:2443–2448
Sun Q, Liu C, Chen R, Wang C, Li J, Sun J, Kan H, Cao J, Bai H (2019) Association of fine particulate matter on acute exacerbation of chronic obstructive pulmonary disease in Yancheng, China. The Science of the Total Environment 650:1665–1670
Talbott EO, Rager JR, Benson S, Brink LA, Bilonick RA, Wu C (2014) A case-crossover analysis of the impact of PM(2.5) on cardiovascular disease hospitalizations for selected CDC tracking states. Environ Res 134:455–465
Wang C, Zhu G, Zhang L, Chen K (2020) Particulate matter pollution and hospital outpatient visits for endocrine, digestive, urological, and dermatological diseases in Nanjing China. Environ Pollut 261:114205
World Medical A (2013) World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA 310:2191–2194
Zhang Q, Qi W, Yao W, Wang M, Chen Y, Zhou Y (2016) Ambient particulate matter (PM2.5/PM10) exposure and emergency department visits for acute myocardial infarction in Chaoyang District, Beijing, China during 2014: a case-crossover study. J Epidemiol 26:538–545
Funding
This work was supported by National Natural Science Foundation of China (Grant No. 81770327) and Suzhou “Promoting Health through Science and Education” Youth Science and Technology Project (KJXW2019004, KJXW2020001).
Author information
Authors and Affiliations
Contributions
Qian Sun and Chi Zhang contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Jin Zhuang and Yufeng Jiang. The first draft of the manuscript was written by Bangming Cao and Bin Jiang. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval
The Ethics Committee of the First Affiliate Hospital of Soochow University approved this research.
Patient consent
Not required.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Lotfi Aleya
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Sun, Q., Cao, B., Jiang, Y. et al. Association between ambient particulate matter (PM2.5/PM10) and first incident ST-elevation myocardial infarction in Suzhou, China. Environ Sci Pollut Res 29, 62690–62697 (2022). https://doi.org/10.1007/s11356-022-20150-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-022-20150-z


