Body mass index and cardiovascular outcomes in patients with acute coronary syndrome by diabetes status: the obesity paradox in a Korean national cohort study

Se-Jun Park, Kyoung Hwa Ha, Dae Jung Kim, Se-Jun Park, Kyoung Hwa Ha, Dae Jung Kim

Abstract

Background: The "obesity paradox" has not been elucidated in the long-term outcomes of acute coronary syndrome (ACS). We investigated the association between obesity and cardiovascular (CV) outcomes in ACS patients with and without diabetes.

Methods: We identified 6978 patients with ACS aged 40-79 years from the Korean National Health Insurance Service-Health Screening Cohort between 2002 and 2015. Baseline body mass index (BMI) was categorized as underweight (< 18.5 kg/m2), normal weight (18.5-22.9 kg/m2), overweight (23.0-24.9 kg/m2), obese class I (25.0-29.9 kg/m2), and obese class II (≥ 30.0 kg/m2). The primary outcome was major adverse CV events (MACE)-CV death, myocardial infarction (MI), and stroke. The secondary outcomes were the individual components of MACE, hospitalization for heart failure (HHF), and all-cause death.

Results: After adjustment for confounding variables, compared to normal-weight patients without diabetes (reference group), obese class I patients with and without diabetes had a lower risk of MACE, but only significant in patients without diabetes (with diabetes: hazard ratio [HR] 0.95, 95% confidence interval [CI] 0.78-1.14; without diabetes: HR 0.78, 95% CI 0.62-0.97). Obese class II patient with diabetes had a higher risk of MACE with no statistical significance (HR 1.14, 95% CI 0.82-1.59). Underweight patients with and without diabetes had a higher risk of MACE, but only significant in patients with diabetes (with diabetes: HR 1.79, 95% CI 1.24-2.58; without diabetes: HR 1.23, 95% CI 0.77-1.97).

Conclusion: In ACS patients, obesity had a protective effect on CV outcomes, especially in patients without diabetes.

Keywords: Acute coronary syndrome; Diabetes mellitus; Obesity; Obesity paradox.

Conflict of interest statement

The authors declare that they have no competing interests.

Figures

Fig. 1
Fig. 1
Flowchart of the study population. ACS, acute coronary syndrome
Fig. 2
Fig. 2
Hazard ratio of cardiovascular outcomes in patients with acute coronary syndrome by diabetes status and body mass index. Adjusted for sex, age, body mass index, systolic blood pressure, fasting glucose, total cholesterol, alcohol consumption, smoking status, physical activity, household income, concurrent medications, comorbidities, and index year. BMI body mass index, MACE major adverse cardiovascular events

References

    1. Hubert HB, Feinleib M, McNamara PMCW. Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study. Circulation. 1983;67:968–977. doi: 10.1161/01.CIR.67.5.968.
    1. Calle E, Thun M, Petrelli J, Rodriguez C, Heath C. Body-mass index and mortality in a prospective cohort. N Engl J Med. 1999;341:1097–1105. doi: 10.1056/NEJM199910073411501.
    1. Lavie CJ, Arena R, Alpert MA, Milani RV, Ventura HO. Management of cardiovascular diseases in patients with obesity. Nat Rev Cardiol. 2018;15:45–56. doi: 10.1038/nrcardio.2017.108.
    1. Jong C-B, Li H-Y, Pan S-L, Hsieh M-Y, Su F-Y, Chen K-C, et al. Relationship between body mass index, antidiabetic agents, and midterm mortality in patients with both type 2 diabetes mellitus and acute coronary syndrome. J Am Heart Assoc. 2019;8:e011215. doi: 10.1161/JAHA.118.011215.
    1. Pagidipati NJ, Zheng Y, Green JB, McGuire DK, Mentz RJ, Shah S, et al. Association of obesity with cardiovascular outcomes in patients with type 2 diabetes and cardiovascular disease: Insights from TECOS. Am Heart J. 2020;219:47–57. doi: 10.1016/j.ahj.2019.09.016.
    1. Winzap P, Davies A, Klingenberg R, Obeid S, Roffi M, Mach F, et al. Diabetes and baseline glucose are associated with inflammation, left ventricular function and short- and long-term outcome in acute coronary syndromes: role of the novel biomarker Cyr 61. Cardiovasc Diabetol. 2019;18:142. doi: 10.1186/s12933-019-0946-6.
    1. Lin C-C, Li C-I, Liu C-S, Lin W-Y, Lin C-H, Chiang JI, et al. Obesity paradox in associations between body mass index and diabetes-related hospitalization and mortality in patients with type 2 diabetes: Retrospective cohort studies. Diab Metab. 2019;45:564–572. doi: 10.1016/j.diabet.2019.02.007.
    1. Preis SR, Hwang S-J, Coady S, Pencina MJ, D’Agostino RB, Savage PJ, et al. Trends in all-cause and cardiovascular disease mortality among women and men with and without diabetes mellitus in the Framingham Heart Study, 1950 to 2005. Circulation. 2009;119:1728–1735. doi: 10.1161/CIRCULATIONAHA.108.829176.
    1. Mukamal KJ, Nesto RW, Cohen MC, Muller JE, Maclure M, Sherwood JB, et al. Impact of diabetes on long-term survival after acute myocardial infarction: comparability of risk with prior myocardial infarction. Diab Care. 2001;24:1422–1427. doi: 10.2337/diacare.24.8.1422.
    1. Xing Z, Pei J, Huang J, Peng X, Chen P, Hu X. Relationship of Obesity to Adverse Events Among Patients With Mean 10-Year History of Type 2 Diabetes Mellitus: Results of the ACCORD Study. J Am Heart Assoc. 2018;7:e010512. doi: 10.1161/JAHA.118.010512.
    1. Lee DH, Ha KH, Kim HC, Kim DJ. Association of body mass index with risk of major adverse cardiovascular events and mortality in people with diabetes. J Obes Metab Syndr. 2018;27:61–70. doi: 10.7570/jomes.2018.27.1.61.
    1. Seong SC, Kim Y-Y, Park SK, Khang YH, Kim HC, Park JH, et al. Cohort profile: the National Health Insurance Service-National Health Screening Cohort (NHIS-HEALS) in Korea. BMJ Open. 2017;7:e016640. doi: 10.1136/bmjopen-2017-016640.
    1. World Health Organization; International Association for the Study of Obesity; International Obesity Task Force. The Asia- Pacific perspective: redefining obesity and its treatment. Sydney; Health Communcation: 2000.
    1. Kim SH, Després J-P, Koh KK. Obesity and cardiovascular disease: friend or foe? Eur Heart J. 2016;37:3560–3568. doi: 10.1093/eurheartj/ehv509.
    1. Rovella V, Anemona L, Cardellini M, Scimeca M, Saggini A, Santeusanio G, et al. The role of obesity in carotid plaque instability: interaction with age, gender, and cardiovascular risk factors. Cardiovasc Diabetol. 2018;17:46. doi: 10.1186/s12933-018-0685-0.
    1. Elagizi A, Kachur S, Lavie CJ, Carbone S, Pandey A, Ortega FB, et al. An overview and update on obesity and the obesity paradox in cardiovascular diseases. Prog Cardiovasc Dis. 2018;61:142–150. doi: 10.1016/j.pcad.2018.07.003.
    1. Flegal KM, Kit BK, Orpana H, Graubard BI. Association of all-cause mortality with overweight and obesity using standard body mass index categories: a systematic review and meta-analysis. JAMA. 2013;309:71–82. doi: 10.1001/jama.2012.113905.
    1. Nakamura T, Kamiya K, Matsunaga A, Hamazaki N, Matsuzawa R, Nozaki K, et al. Impact of gait speed on the obesity paradox in older patients with cardiovascular disease. Am J Med. 2019;132(1458–1465):e1.
    1. Fukuoka S, Kurita T, Dohi K, Masuda J, Seko T, Tanigawa T, et al. Untangling the obesity paradox in patients with acute myocardial infarction after primary percutaneous coronary intervention (detail analysis by age) Int J Cardiol. 2019;289:12–18. doi: 10.1016/j.ijcard.2019.01.011.
    1. Dallongeville J, Bhatt DL, Steg PG, Ravaud P, Wilson PW, Eagle KA, et al. Relation between body mass index, waist circumference, and cardiovascular outcomes in 19,579 diabetic patients with established vascular disease: The REACH Registry. Eur J Prev Cardiol. 2012;19:241–249. doi: 10.1177/1741826710394305.
    1. Emre E, Ural E, Aktas M, Kahraman G, Bildirici U, Kilic T, et al. The existence of obesity paradox and effect of obesity on in-hospital-outcomes on elderly patients treated with primary percutaneous coronary intervention. Int J Gerontol. 2018;12:17–21. doi: 10.1016/j.ijge.2017.07.008.
    1. Doehner W, Erdmann E, Cairns R, Clark AL, Dormandy JA, Ferrannini E, et al. Inverse relation of body weight and weight change with mortality and morbidity in patients with type 2 diabetes and cardiovascular co-morbidity: An analysis of the PROactive study population. Int J Cardiol. 2012;162:20–26. doi: 10.1016/j.ijcard.2011.09.039.
    1. Zamora E, Lupón J, Enjuanes C, Pascual-Figal D, de Antonio M, Domingo M, et al. No benefit from the obesity paradox for diabetic patients with heart failure. Eur J Heart Fail. 2016;18:851–858. doi: 10.1002/ejhf.576.
    1. Adamopoulos C, Meyer P, Desai RV, Karatzidou K, Ovalle F, White M, et al. Absence of obesity paradox in patients with chronic heart failure and diabetes mellitus: A propensity-matched study. Eur J Heart Fail. 2011;13:200–206. doi: 10.1093/eurjhf/hfq159.
    1. Colombo MG, Meisinger C, Amann U, Heier M, von Scheidt W, Kuch B, et al. Association of obesity and long-term mortality in patients with acute myocardial infarction with and without diabetes mellitus: results from the MONICA/KORA myocardial infarction registry. Cardiovasc Diabetol. 2015;14:24. doi: 10.1186/s12933-015-0189-0.
    1. Van Der Leeuw J, Van Der Graaf Y, Nathoe HM, De Borst GJ, Kappelle LJ, Visseren FLJ. The separate and combined effects of adiposity and cardiometabolic dysfunction on the risk of recurrent cardiovascular events and mortality in patients with manifest vascular disease. Heart. 2014;100:1421–1429. doi: 10.1136/heartjnl-2014-305490.
    1. Kodama S, Saito K, Tanaka S, Maki M, Yachi Y, Asumi M, et al. Cardiorespiratory fitness as a quantitative predictor of all-cause mortality and cardiovascular events in healthy men and women: a meta-analysis. JAMA. 2009;301:2024–2035. doi: 10.1001/jama.2009.681.
    1. Park J, Kwon S, Choi E-K, Choi Y, Lee E, Choe W, et al. Validation of diagnostic codes of major clinical outcomes in a National Health Insurance database. Int J Arrhythmia. 2019;20:5. doi: 10.1186/s42444-019-0005-0.

Source: PubMed

3
Abonneren