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Park, Hyun Woong

https://orcid.org/0000-0002-2025-7781

Mayo Clinic

Mayo Clinic

Citations 3

Artificial intelligence–derived cardiac ageing is associated with cardiac events post-heart transplantation
Ӧzcan, Ilke , Toya, Takumi , Cohen‐Shelly, Michal , Park, Hyun Woong , Ahmad, Ali , Ozcan, Alp , Noseworthy, Peter A. , Lerman, Lilach O. , Kushwaha, Sudhir S. , Friedman, Paul A. , Ozcan, Ilke , Lerman, Amir , Noseworthy, Peter A , Toya, Takumi , Kapa, Suraj , Attia, Zachi I. , Lerman, Amir

European Heart Journal - Digital Health | September 20, 2022 | Volume: 3 | Issue: 4 | Pages: 516-524

10.1093/ehjdh/ztac051 Get It

AbstractAimsAn artificial intelligence algorithm detecting age from 12-lead electrocardiogram (ECG) has been suggested to reflect ‘physiological age’. An increased physiological age has been associated with a higher risk of cardiac mortality in the non-transplant population. We aimed to investigate the utility of this algorithm in patients who underwent heart transplantation (HTx).Methods and resultsA total of 540 patients were studied. The average ECG ages within 1 year before and after HTx were used to represent pre- and post-HTx ECG ages. Major adverse cardiovascular event (MACE) was defined as any coronary revascularization, heart failure hospitalization, re-transplantation, and mortality. Recipient pre-transplant ECG age (mean 63 ± 11 years) correlated significantly with recipient chronological age (mean 49 ± 14 years, R = 0.63, P < 0.0001), while post-transplant ECG age (mean 54 ± 10 years) correlated with both the donor (mean 32 ± 13 years, R = 0.45, P < 0.0001) and the recipient ages (R = 0.38, P < 0.0001). During a median follow-up of 8.8 years, 307 patients experienced MACE. Patients with an increase in ECG age post-transplant showed an increased risk of MACE [hazard ratio (HR): 1.58, 95% confidence interval (CI): (1.24, 2.01), P = 0.0002], even after adjusting for potential confounders [HR: 1.58, 95% CI: (1.19, 2.10), P = 0.002].ConclusionElectrocardiogram age-derived cardiac ageing after transplantation is associated with a higher risk of MACE. This study suggests that physiological age change of the heart might be an important determinant of MACE risk post-HTx.
Impact of invasive aortic pulse pressure on coronary microvascular endothelial-independent dysfunction and on mortality in non-obstructive coronary artery disease
Park, Hyun Woong , Ahmad, Ali , Lerman, Lilach O. , Lerman, Amir , Corban, Michel , Lerman, Lilach O , Lerman, Amir , Toya, Takumi , Ӧzcan, Ilke

Open Heart | February 1, 2022 | Volume: 9 | Issue: 1 | Pages: e001925

10.1136/openhrt-2021-001925 Get It

Background Pulse pressure (PP), a raw index of arterial stiffness, is inversely related to coronary microvascular function, even among patients with non-obstructive coronary artery disease (CAD), as per non-invasive studies. We aimed to determine whether invasive aortic PP is associated with coronary microvascular endothelial dysfunction (CMED) and/or coronary microvascular endothelial independent dysfunction (CMEID) in patients with non-obstructed CAD. Methods We retrospectively analysed a cohort of 1894 patients (mean age, 51.2 years; 1261 (66.6%) women) who presented with chest pain and non-obstructive CAD (angiographic stenosis <50%); coronary vasoreactivity was assessed in the mid-left anterior descending artery. The patients were classified based on whether aortic PP was high (≥50 mm Hg). CMEID was defined as abnormal coronary flow reserve (<2.5) or hyperaemic myocardial resistance (>2.0 mm Hg/cm/s), CMED was defined as abnormal acetylcholine-induced per cent change of coronary blood flow (≤50%). Results Patients with high aortic PP had a higher rate of CMEID than those with low aortic PP (40.9 vs 25.2%, p<0.001). Conversely, aortic PP was not associated with CMED. On multivariate analysis, high aortic PP was associated with CMEID occurrence (OR 1.42, 95% CI 1.13 to 1.78; p=0.003). On follow-up (median, 150 months), all-cause death was more frequent among patients with vs without high aortic PP (20.1% vs 7.3%, log-rank p<0.001) and HR was 2.08 (95% CI 1.34 to 3.32, p=0.002) on multivariate cox regression analysis. Furthermore, among patients with low aortic PP, CMEID was an independent risk factor for all-cause mortality (HR 2.04, 95% CI 1.01 to 4.16, p=0.048). Conclusion In patients with non-obstructive CAD, invasive aortic PP was significantly associated with CMEID, but not with CMED. High aortic PP was an independent predictor of all-cause mortality, but CMEID was an independent risk factor in patients with low aortic PP.
Impact of Plaque Composition on Long-Term Clinical Outcomes in Patients with Coronary Artery Occlusive Disease
Kim, Wan Ho, Park, Hyun Woong , Song, In Girl, Yang, Dong Ju, Seo, Young Hoon , Yuk, Hyung Bin, Park, Yohan , Kwon, Taek‐Geun , Rihal, Charanjit S. , Lee, Moo-Sik, Bae, Jang‐Ho , Kim, Ki Hong , Rihal, Charanjit S. , Lerman, Amir

Korean Circulation Journal | July 19, 2013 | Volume: 43 | Issue: 6 | Pages: 377

10.4070/kcj.2013.43.6.377 Get It