1.Efficacy and Safety of Sirolimus-Eluting Stent With Biodegradable Polymer Ultimaster™ in Unselected Korean Population: A Multicenter, Prospective, Observational Study From Korean Multicenter Ultimaster Registry
Soohyung PARK ; Seung-Woon RHA ; Byoung Geol CHOI ; Jae-Bin SEO ; Ik Jun CHOI ; Sung-Il WOO ; Soo-Han KIM ; Tae Hoon AHN ; Jae Sang KIM ; Ae-Young HER ; Ji-Hun AHN ; Han Cheol LEE ; Jaewoong CHOI ; Jin Soo BYON ; Markz RMP SINURAT ; Se Yeon CHOI ; Jinah CHA ; Su Jin HYUN ; Cheol Ung CHOI ; Chang Gyu PARK
Korean Circulation Journal 2024;54(6):339-350
Background and Objectives:
Ultimaster™, a third-generation sirolimus-eluting stent using biodegradable polymer, has been introduced to overcome long term adverse vascular events, such as restenosis or stent thrombosis. In the present study, we aimed to evaluate the 12-month clinical outcomes of Ultimaster™ stents in Korean patients with coronary artery disease.
Methods:
This study is a multicenter, prospective, observational registry across 12 hospitals. To reflect real-world clinical evidence, non-selective subtypes of patients and lesions were included in this study. The study end point was target lesion failure (TLF) (the composite of cardiac death, target vessel myocardial infarction [MI], and target lesion revascularization [TLR]) at 12-month clinical follow up.
Results:
A total of 576 patients were enrolled between November 2016 and May 2021. Most of the patients were male (76.5%), with a mean age of 66.0±11.2 years. Among the included patients, 40.1% had diabetes mellitus (DM) and 67.9% had acute coronary syndrome (ACS).At 12 months, the incidence of TLF was 4.1%. The incidence of cardiac death was 1.5%, MI was 1.0%, TLR was 2.7%, and stent thrombosis was 0.6%. In subgroup analysis based on the presence of ACS, DM, hypertension, dyslipidemia, or bifurcation, there were no major differences in the incidence of the primary endpoint.
Conclusions
The present registry shows that Ultimaster™ stent is safe and effective for routine real-world clinical practice in non-selective Korean patients, having a low rate of adverse events at least up to 12 months.
2.Development and validation of equation for cardiorespiratory fitness in patients with heart failure with preserved ejection fraction
Byambakhand BATTUMUR ; Ji Eun LEE ; Soo Hyung PARK ; You-Jung CHOI ; Dong Oh KANG ; Eun Jin PARK ; Ji Bak KIM ; Jah Yeon CHOI ; Seung Young ROH ; Jin Oh NA ; Cheol Ung CHOI ; Jin Won KIM ; Seung Woon RHA ; Chang Gyu PARK ; Eung Ju KIM
The Korean Journal of Internal Medicine 2023;38(4):514-525
Background/Aims:
Cardiorespiratory fitness (CRF), as measured by maximal oxygen consumption (VO2max), is an important independent predictive factor of cardiovascular outcomes in patients with heart failure (HF). However, it is unclear whether conventional equations for estimating CRF are applicable to patients with HF with preserved ejection fraction (HFpEF).
Methods:
This study included 521 patients with HFpEF (EF ≥ 50%) whose CRF was directly measured by cardiopulmonary exercise test using a treadmill. We developed a new equation (Kor-HFpEF) for half of the patients in the HFpEF cohort (group A, n = 253) and validated it for the remaining half (group B, n = 268). The accuracy of the Kor-HFpEF equation was compared to that of the other equations in the validation group.
Results:
In the total HFpEF cohort, the directly measured VO2max was significantly overestimated by the FRIEND and ACSM equations (p < 0.001) and underestimated by the FRIEND-HF equation (p <0.001) (direct 21.2 ± 5.9 mL/kg/min; FRIEND 29.1 ± 11.8 mL/kg/min; ACSM 32.5 ± 13.4 mL/kg/min; FRIEND-HF 14.1 ± 4.9 mL/kg/min). However, the VO2max estimated by the Kor-HFpEF equation (21.3 ± 4.6 mL/kg/min) was similar to the directly measured VO2max (21.7 ± 5.9 mL/kg/min, p = 0.124), whereas the VO2max estimated by the other three equations was still significantly different from the directly measured VO2max in group B (all p < 0.001).
Conclusions
Traditional equations used to estimate VO2max were not applicable to patients with HFpEF. We developed and validated a new Kor-HFpEF equation for these patients, which had a high accuracy.
3.Korean vs. Western Exercise Capacity Nomograms for Korean Patients With Cardiovascular Disease
Soohyung PARK ; Byambakhand BATTUMUR ; Seo Yeon YOON ; Yohan LEE ; Se hyun PARK ; Kyuho LEE ; Seungmin BACK ; Jieun LEE ; Dong Oh KANG ; Jah Yeon CHOI ; Seung-Young ROH ; Jin Oh NA ; Cheol Ung CHOI ; Jin Won KIM ; Seung-Woon RHA ; Chang Gyu PARK ; Eung Ju KIM
Journal of Korean Medical Science 2023;38(23):e179-
Background:
Exercise capacity is known to be an independent predictor of cardiovascular events and mortality. However, most previous studies were based on Western populations.Further study is warranted for Asian patients according to ethnic or national standards. We aimed to compare prognostic values of Korean and Western nomograms for exercise capacity in Korean patients with cardiovascular disease (CVD).
Methods:
In this retrospective cohort study, we enrolled 1,178 patients (62 ± 11 years;78% male) between June 2015 and May 2020, who were referred for cardiopulmonary exercise testing in our cardiac rehabilitation program. The median follow-up period was 1.6 years. Exercise capacity was measured in metabolic equivalents by direct gas exchange method during the treadmill test. The nomogram for exercise capacity from healthy Korean individuals and a previous landmark Western study was used to determine the percentage of predicted exercise capacity. The primary endpoint was the composite of major adverse cardiovascular events (MACE; all-cause death, myocardial infarction, repeat revascularization, stroke and hospitalization for heart failure).
Results:
A multivariate analysis showed that the risk of primary endpoint was more than double (hazard ratio [HR], 2.20; 95% confidence interval [CI], 1.10–4.40) in the patients with lower exercise capacity (< 85% of predicted) by Korean nomogram. The lower exercise capacity was one of the strong independent predictors along with left ventricular ejection fraction, age, and level of hemoglobin. However, the lower exercise capacity by Western nomogram could not predict the primary endpoint (HR, 1.33; 95% CI, 0.85–2.10).
Conclusion
Korean patients with CVD with lower exercise capacity have higher risk of MACE.Considering inter-ethnic differences in cardiorespiratory fitness, the Korean nomogram provides more suitable reference values than the Western nomogram to determine lower exercise capacity and predict cardiovascular events in Korean patients with CVD.
4.Association between Ischemic Electrocardiographic Changes during Acetylcholine Provocation Test and Long-Term Clinical Outcomes in Patients with Vasospastic Angina
Sung Il IM ; Seung Woon RHA ; Byoung Geol CHOI ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Jin Won KIM ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO
Kosin Medical Journal 2019;34(1):1-14
OBJECTIVES: Intracoronary injection of acetylcholine (Ach) has been shown to induce significant coronary artery spasm (CAS) in patients with vasospastic angina. Clinical significance and angiographic characteristics of patients with ischemic electrocardiogram (ECG) changes during the Ach provocation test are not clarified yet. METHODS: A total 4,418 consecutive patients underwent coronary angiography with Ach provocation tests from 2004 to 2012 were enrolled. Ischemic ECG changes were defined as transient ST-segment depression or elevation ( > 1 mm) and T inversion with/without chest pain. Finally, a total 2,293 patients (28.5% of total subjects) proven CAS were enrolled for this study. RESULTS: A total 119 patients (5.2%) showed ECG changes during Ach provocation tests. The baseline clinical and procedural characteristics are well balanced between the two groups. Ischemic ECG change group showed more frequent chest pain, higher incidence of baseline spasm, severe vasospasm, multi-vessel involvement, and more diffuse spasm ( > 30 mm) than those without ischemic ECG changes. At 5 years, the incidences of death, major adverse cardiac events (MACE) and major adverse cardiac and cerebral events (MACCE) were higher in the ischemic ECG change group despite of optimal medical therapy. CONCLUSIONS: The patients with ischemic ECG changes during Ach provocation tests were associated with more frequent chest pain, baseline spasm, diffuse, severe and multi-vessel spasm than patients without ischemic ECG changes. At 5-years, the incidences of death, MACE and MACCE were higher in the ischemic ECG change group, suggesting more intensive medical therapy with close clinical follow up will be required.
Acetylcholine
;
Chest Pain
;
Coronary Angiography
;
Coronary Vessels
;
Depression
;
Electrocardiography
;
Follow-Up Studies
;
Humans
;
Incidence
;
Spasm
5.The Impact of Prediabetes on Two-Year Clinical Outcomes in Patients Undergoing Elective Percutaneous Coronary Intervention.
Woong gil CHOI ; Seung Woon RHA ; Byoung Geol CHOI ; Se Yeon CHOI ; Jae Kyeong BYUN ; Ahmed MASHALY ; Yoonjee PARK ; Won Young JANG ; Woohyeun KIM ; Jah Yeon CHOI ; Eun Jin PARK ; Jin Oh NA ; Cheol Ung CHOI ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO
Yonsei Medical Journal 2018;59(4):489-494
PURPOSE: Prediabetes is an independent risk factor for cardiovascular disease. However, data on the long term adverse clinical outcomes of prediabetic patients undergoing percutaneous coronary intervention (PCI) with drug-eluting stents (DESs) are scarce. MATERIALS AND METHODS: The study population comprised 674 consecutive non-diabetic patients who underwent elective PCI between April 2007 and November 2010. Prediabetes was defined as hemoglobin A1c (HbA1c) of 5.7% to 6.4%. Two-year cumulative clinical outcomes of prediabetic patients (HbA1c of 5.7% to 6.4%, n=242) were compared with those of a normoglycemic group (< 5.7%, n=432). RESULTS: Baseline clinical and angiographic characteristics were similar between the two groups, except for higher glucose levels (104.8±51.27 mg/dL vs. 131.0±47.22 mg/dL, p < 0.001) on admission in the prediabetes group. There was no significant difference between the two groups in coronary angiographic parameters, except for a higher incidence of diffuse long lesion in the prediabetes group. For prediabetic patients, trends toward higher incidences of binary restenosis (15.6% vs. 9.8 %, p=0.066) and late loss (0.71±0.70 mm vs. 0.59±0.62 mm, p=0.076) were noted. During the 24 months of follow up, the incidence of mortality in prediabetic patients was higher than that in normoglycemic patients (5.5% vs. 1.5%, p=0.007). CONCLUSION: In our study, a higher death rate and a trend toward a higher incidence of restenosis in patients with prediabetes up to 2 years, compared to those in normoglycemic patients, undergoing elective PCI with contemporary DESs.
Cardiovascular Diseases
;
Drug-Eluting Stents
;
Follow-Up Studies
;
Glucose
;
Humans
;
Incidence
;
Mortality
;
Percutaneous Coronary Intervention*
;
Prediabetic State*
;
Risk Factors
6.Five-Year Outcomes of Successful Percutaneous Coronary Intervention with Drug-Eluting Stents versus Medical Therapy for Chronic Total Occlusions.
Seung Woon RHA ; Byoung Geol CHOI ; Man Jong BAEK ; Yang gi RYU ; Hu LI ; Se Yeon CHOI ; Jae Kyeong BYUN ; Ahmed MASHALY ; Yoonjee PARK ; Won Young JANG ; Woohyeun KIM ; Jah Yeon CHOI ; Eun Jin PARK ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO ; Dong Joo OH
Yonsei Medical Journal 2018;59(5):602-610
PURPOSE: Many recent studies have reported that successful percutaneous coronary intervention (PCI) with drug-eluting stents (DESs) for chronic total occlusion (CTO) has more beneficial effects than failed CTO-PCI; however, there are only limited data available from comparisons of successful CTO-PCI with medical therapy (MT) in the Korean population. MATERIALS AND METHODS: A total of 840 consecutive CTO patients who underwent diagnostic coronary angiography, receiving either PCI with DESs or MT, were enrolled. Patients were divided into two groups according to the treatment assigned. To adjust for potential confounders, propensity score matching (PSM) analysis was performed using logistic regression. Individual major clinical outcomes and major adverse cardiac events, a composite of total death, myocardial infarction (MI), stroke, and revascularization, were compared between the two groups up to 5 years. RESULTS: After PSM, two propensity-matched groups (265 pairs, n=530) were generated, and the baseline characteristics were balanced. Although the PCI group showed a higher incidence of target lesion and vessel revascularization on CTO, the incidence of MI tended to be lower [hazard ratio (HR): 0.339, 95% confidence interval (CI): 0.110 to 1.043, p=0.059] and the composite of total death or MI was lower (HR: 0.454, 95% CI: 0.224 to 0.919, p=0.028), compared with the MT group up to 5 years. CONCLUSION: In this study, successful CTO PCI with DESs was associated with a higher risk of repeat PCI for the target vessel, but showed a reduced incidence of death or MI.
Coronary Angiography
;
Drug-Eluting Stents*
;
Humans
;
Incidence
;
Logistic Models
;
Myocardial Infarction
;
Percutaneous Coronary Intervention*
;
Propensity Score
;
Stroke
7.Routine Angiographic Follow-Up versus Clinical Follow-Up after Percutaneous Coronary Intervention in Acute Myocardial Infarction.
Yong Hoon KIM ; Ae Young HER ; Seung Woon RHA ; Byoung Geol CHOI ; Minsuk SHIM ; Se Yeon CHOI ; Jae Kyeong BYUN ; Hu LI ; Woohyeun KIM ; Jun Hyuk KANG ; Jah Yeon CHOI ; Eun Jin PARK ; Sung Hun PARK ; Sunki LEE ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO ; Dong Joo OH
Yonsei Medical Journal 2017;58(4):720-730
PURPOSE: Differences in the utility of routine angiographic follow-up (RAF) and clinical follow-up (CF) after percutaneous coronary intervention (PCI) in acute myocardial infarction (AMI) are not well understood. The present study aimed to compare the 3-year clinical outcomes of RAF and CF in AMI patients who underwent PCI with drug-eluting stents (DES). MATERIALS AND METHODS: A total of 774 consecutive AMI patients who underwent PCI with DES were enrolled. RAF was performed at 6 to 9 months after index PCI (n=425). The remaining patients were medically managed and clinically followed (n=349); symptom-driven events were captured. To adjust for any potential confounders, a propensity score matched analysis was performed using a logistic regression model, and two propensity-matched groups (248 pairs, n=496, C-statistic=0.739) were generated. Cumulative clinical outcomes up to 3 years were compared between RAF and CF groups. RESULTS: During the 3-year follow-up period, the cumulative incidences of revascularization [target lesion revascularization: hazard ratio (HR), 2.40; 95% confidence interval (CI), 1.18–4.85; p=0.015, target vessel revascularization (TVR): HR, 3.33; 95% CI, 1.69–6.58; p=0.001, non-TVR: HR, 5.64; 95% CI, 1.90–16.6; p=0.002] and major adverse cardiac events (MACE; HR, 3.32; 95% CI, 1.92–5.73; p<0.001) were significantly higher in the RAF group than the CF group. However, the 3-year incidences of death and myocardial infarction were not different between the two groups. CONCLUSION: RAF following index PCI with DES in AMI patients was associated with increased incidences of revascularization and MACE. Therefore, CF seems warranted for asymptomatic patients after PCI for AMI.
Coronary Angiography
;
Drug-Eluting Stents
;
Follow-Up Studies*
;
Humans
;
Incidence
;
Logistic Models
;
Myocardial Infarction*
;
Percutaneous Coronary Intervention*
;
Propensity Score
8.Impact of Diltiazem Alone versus Diltiazem with Nitrate on Five-Year Clinical Outcomes in Patients with Significant Coronary Artery Spasm.
Taeshik PARK ; Ji Young PARK ; Seung Woon RHA ; Hong Seog SEO ; Byoung Geol CHOI ; Se Yeon CHOI ; Jae Kyeong BYUN ; Sang Ho PARK ; Eun Jin PARK ; Jah Yeon CHOI ; Sung Hun PARK ; Jae Joong LEE ; Sunki LEE ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Jin Won KIM ; Eung Ju KIM ; Chang Gyu PARK ; Dong Joo OH
Yonsei Medical Journal 2017;58(1):90-98
PURPOSE: Calcium channel blockers diltiazem and nitrate have been used as selective coronary vasodilators for patients with significant coronary artery spasm (CAS). However, no study has compared the efficacy of diltiazem alone versus diltiazem with nitrate for long-term clinical outcomes in patients with CAS. MATERIALS AND METHODS: A total of 2741 consecutive patients without significant coronary artery disease with positive CAS by acetylcholine (Ach) provocation test between November 2004 and May 2014 were enrolled. Significant CAS was defined as a narrowing of >70% by incremental intracoronary injection of 20, 50, and 100 µg of Ach into the left coronary artery. Patients were assigned to either the diltiazem group (n=842) or the dual group (diltiazem with nitrate, n=1899) at physician discretion. To adjust for potential confounders, a propensity score matching (PSM) analysis was performed using the logistic regression model. After PSM analysis, two well-balanced groups (811 pairs, n=1622, C-statistic=0.708) were generated. RESULTS: At 5 years, there were similar incidences in primary endpoints, including mortality, myocardial infarction, revascularization, and recurrent angina requiring repeat coronary angiography between the two groups. Diltiazem alone was not an independent predictor for major adverse cardiovascular events or recurrent angina requiring repeat coronary angiography. CONCLUSION: Despite the expected improvement of endothelial function and the relief of CAS, the combination of diltiazem and nitrate treatment was not superior to diltiazem alone in reducing mortality and cardiovascular events up to 5 years in patients with significant CAS.
Acetylcholine
;
Aged
;
Angina Pectoris/diagnosis
;
Calcium Channel Blockers/therapeutic use
;
Cardiovascular Agents/*therapeutic use
;
Coronary Angiography/adverse effects
;
Coronary Artery Disease/prevention & control
;
Coronary Vasospasm/diagnosis/*drug therapy
;
Diltiazem/*therapeutic use
;
Drug Therapy, Combination
;
Female
;
Humans
;
Incidence
;
Male
;
Middle Aged
;
Myocardial Infarction/prevention & control
;
Nitrates/*therapeutic use
;
Propensity Score
;
Time Factors
;
Vasodilator Agents/therapeutic use
9.Impact of Cigarette Smoking: a 3-Year Clinical Outcome of Vasospastic Angina Patients.
Byoung Geol CHOI ; Seung Woon RHA ; Taeshik PARK ; Se Yeon CHOI ; Jae Kyeong BYUN ; Min Suk SHIM ; Shaopeng XU ; Hu LI ; Sang Ho PARK ; Ji Young PARK ; Woong Gil CHOI ; Yun Hyeong CHO ; Sunki LEE ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Jin Won KIM ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO ; Dong Joo OH
Korean Circulation Journal 2016;46(5):632-638
BACKGROUND AND OBJECTIVES: Cigarette smoking is a risk significant factor in coronary artery disease (CAD) and vasospastic angina (VSA). However, it is largely unknown whether smoking adds to any long-term clinical risk in VSA patients. SUBJECTS AND METHODS: A total of 2797 patients without significant CAD underwent acetylcholine (Ach) provocation test between November 2004 and October 2010. Patients were divided into three groups, based on the presence of coronary artery spasm (CAS) and smoking habits (non-CAS group: n=1188, non-smoking CAS group: n=1214, smoking CAS group: n=395). All CAS patients were prescribed with anti-anginal medications for at least 6 months. The incidence of major clinical outcomes and recurrent angina of these groups were compared up to 3 years. RESULTS: There were considerable differences in the baseline clinical and angiographic characteristics among the three groups, but there was no difference in the endpoints among the three groups (including individual and composite hard endpoints) such as death, myocardial infarction, de novo percutaneous coronary intervention, cerebrovascular accident, and major adverse cardiac events. However, there was a higher incidence of recurrent angina in both the non-smoking CAS group and smoking CAS group, as compared to the non-CAS group. In multivariable adjusted Cox-proportional hazards regression analysis, smoking CAS group exhibited a higher incidence of recurrent angina compared with the non-CAS group (hazard ratio [HR]; 2.46, 95% confidence interval [CI]; 1.46-4.14, p=0.001) and non-smoking CAS group (HR; 1.76, 95% CI; 1.08-2.87, p=0.021). CONCLUSION: Cigarette smoking CAS group exhibited higher incidence of recurrent angina during the 3-year clinical follow-up compared with both the non-CAS group and non-smoking CAS group. Quitting of smoking, paired with intensive medical therapy and close clinical follow-up, can help to prevent recurrent angina.
Acetylcholine
;
Coronary Artery Disease
;
Coronary Vessels
;
Follow-Up Studies
;
Humans
;
Incidence
;
Myocardial Infarction
;
Percutaneous Coronary Intervention
;
Smoke
;
Smoking*
;
Spasm
;
Stroke
;
Tobacco Products*
10.Impact of Angiotensin Converting Enzyme Inhibitor versus Angiotensin Receptor Blocker on Incidence of New-Onset Diabetes Mellitus in Asians.
Ji Young PARK ; Seung Woon RHA ; Byoung Geol CHOI ; Se Yeon CHOI ; Jae Woong CHOI ; Sung Kee RYU ; Se Jin LEE ; Seunghwan KIM ; Yung Kyun NOH ; Raghavender Goud AKKALA ; Hu LI ; Jabar ALI ; Ji Bak KIM ; Sunki LEE ; Jin Oh NA ; Cheol Ung CHOI ; Hong Euy LIM ; Jin Won KIM ; Eung Ju KIM ; Chang Gyu PARK ; Hong Seog SEO ; Dong Joo OH
Yonsei Medical Journal 2016;57(1):180-186
PURPOSE: Angiotensin converting enzyme inhibitor (ACEI) and angiotensin receptor blocker (ARB) are associated with a decreased incidence of new-onset diabetes mellitus (NODM). The aim of this study was to compare the protective effect of ACEI versus ARBs on NODM in an Asian population. MATERIALS AND METHODS: We investigated a total of 2817 patients who did not have diabetes mellitus from January 2004 to September 2009. To adjust for potential confounders, a propensity score matched (PSM) analysis was performed using a logistic regression model. The primary end-point was the cumulative incidence of NODM, which was defined as having a fasting blood glucose > or =126 mg/dL or HbA1c > or =6.5%. Multivariable cox-regression analysis was performed to determine the impact of ACEI versus ARB on the incidence of NODM. RESULTS: Mean follow-up duration was 1839+/-1019 days in all groups before baseline adjustment and 1864+/-1034 days in the PSM group. After PSM (C-statistics=0.731), a total 1024 patients (ACEI group, n=512 and ARB group, n=512) were enrolled for analysis and baseline characteristics were well balanced. After PSM, the cumulative incidence of NODM at 3 years was lower in the ACEI group than the ARB group (2.1% vs. 5.0%, p=0.012). In multivariate analysis, ACEI vs. ARB was an independent predictor of the lower incidence for NODM (odd ratio 0.37, confidence interval 0.17-0.79, p=0.010). CONCLUSION: In the present study, compared with ARB, chronic ACEI administration appeared to be associated with a lower incidence of NODM in a series of Asian cardiovascular patients.
Adult
;
Aged
;
Angiotensin Receptor Antagonists/*therapeutic use
;
Angiotensin-Converting Enzyme Inhibitors/*therapeutic use
;
Asian Continental Ancestry Group/*statistics & numerical data
;
Blood Glucose/analysis
;
Diabetes Mellitus/*diagnosis/*epidemiology
;
Dose-Response Relationship, Drug
;
Drug Monitoring/methods
;
Female
;
Follow-Up Studies
;
Humans
;
Hypertension/*drug therapy
;
Incidence
;
Kaplan-Meier Estimate
;
Logistic Models
;
Male
;
Middle Aged
;
Multivariate Analysis
;
Propensity Score
;
Republic of Korea/epidemiology
;
Risk Factors

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