1.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
		                        		
		                        			 Background and Objectives:
		                        			The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea. 
		                        		
		                        			Methods:
		                        			A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D. 
		                        		
		                        			Results:
		                        			From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis. 
		                        		
		                        			Conclusions
		                        			Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea. 
		                        		
		                        		
		                        		
		                        	
2.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
		                        		
		                        			 Background and Objectives:
		                        			The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea. 
		                        		
		                        			Methods:
		                        			A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D. 
		                        		
		                        			Results:
		                        			From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis. 
		                        		
		                        			Conclusions
		                        			Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea. 
		                        		
		                        		
		                        		
		                        	
3.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
		                        		
		                        			 Background and Objectives:
		                        			The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea. 
		                        		
		                        			Methods:
		                        			A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D. 
		                        		
		                        			Results:
		                        			From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis. 
		                        		
		                        			Conclusions
		                        			Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea. 
		                        		
		                        		
		                        		
		                        	
4.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
		                        		
		                        			 Background and Objectives:
		                        			The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea. 
		                        		
		                        			Methods:
		                        			A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D. 
		                        		
		                        			Results:
		                        			From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis. 
		                        		
		                        			Conclusions
		                        			Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea. 
		                        		
		                        		
		                        		
		                        	
5.Prasugrel-based De-Escalation of Dual Antiplatelet Therapy After Percutaneous Coronary Intervention in Patients With STEMI
You-Jeong KI ; Bong Ki LEE ; Kyung Woo PARK ; Jang-Whan BAE ; Doyeon HWANG ; Jeehoon KANG ; Jung-Kyu HAN ; Han-Mo YANG ; Hyun-Jae KANG ; Bon-Kwon KOO ; Dong-Bin KIM ; In-Ho CHAE ; Keon-Woong MOON ; Hyun Woong PARK ; Ki-Bum WON ; Dong Woon JEON ; Kyoo-Rok HAN ; Si Wan CHOI ; Jae Kean RYU ; Myung Ho JEONG ; Kwang Soo CHA ; Hyo-Soo KIM ; On behalf of the HOST-RP-ACS investigators
Korean Circulation Journal 2022;52(4):304-319
		                        		
		                        			 Background and Objectives:
		                        			De-escalation of dual-antiplatelet therapy through dose reduction of prasugrel improved net adverse clinical events (NACEs) after acute coronary syndrome (ACS), mainly through the reduction of bleeding without an increase in ischemic outcomes. Whether the benefits of de-escalation are sustained in highly thrombotic conditions such as ST-elevation myocardial infarction (STEMI) is unknown. We aimed to assess the efficacy and safety of de-escalation therapy in patients with STEMI or non-STsegment elevation ACS (NSTE-ACS). 
		                        		
		                        			Methods:
		                        			This is a pre-specified subgroup analysis of the HOST-REDUCE-POLYTECH-ACS trial. ACS patients were randomized to prasugrel de-escalation (5 mg daily) or conventional dose (10 mg daily) at 1-month post-percutaneous coronary intervention. The primary endpoint was a NACE, defined as a composite of all-cause death, non-fatal myocardial infarction, stent thrombosis, clinically driven revascularization, stroke, and bleeding events of grade ≥2 Bleeding Academic Research Consortium (BARC) criteria at 1 year. 
		                        		
		                        			Results:
		                        			Among 2,338 patients included in the randomization, 326 patients were diagnosed with STEMI. In patients with NSTE-ACS, the risk of the primary endpoint was significantly reduced with de-escalation (hazard ratio [HR], 0.65; 95% confidence interval [CI], 0.48– 0.89; p=0.006 for de-escalation vs. conventional), mainly driven by a reduced bleeding. However, in those with STEMI, there was no difference in the occurrence of the primary outcome (HR, 1.04; 95% CI, 0.48–2.26; p=0.915; p for interaction=0.271). 
		                        		
		                        			Conclusions
		                        			Prasugrel dose de-escalation reduced the rate of NACE and bleeding, without increasing the rate of ischemic events in NSTE-ACS patients but not in STEMI patients. 
		                        		
		                        		
		                        		
		                        	
6.Erratum: Correction of Text in the Article “Prasugrel-based De-Escalation of Dual Antiplatelet Therapy After Percutaneous Coronary Intervention in Patients With STEMI”
You-Jeong KI ; Bong Ki LEE ; Kyung Woo PARK ; Jang-Whan BAE ; Doyeon HWANG ; Jeehoon KANG ; Jung-Kyu HAN ; Han-Mo YANG ; Hyun-Jae KANG ; Bon-Kwon KOO ; Dong-Bin KIM ; In-Ho CHAE ; Keon-Woong MOON ; Hyun Woong PARK ; Ki-Bum WON ; Dong Woon JEON ; Kyoo-Rok HAN ; Si Wan CHOI ; Jae Kean RYU ; Myung Ho JEONG ; Kwang Soo CHA ; Hyo-Soo KIM ;
Korean Circulation Journal 2022;52(6):483-484
		                        		
		                        		
		                        		
		                        	
7.Comparison of Exercise Performance and Clinical Outcome Between Functional Complete and Incomplete Revascularization
Jihoon KIM ; Joo Myung LEE ; Seung Hyuk CHOI ; Ki Hong CHOI ; Taek Kyu PARK ; Sung Ji PARK ; Jeong Hoon YANG ; Young Bin SONG ; Joo Yong HAHN ; Mi Ja JANG ; Bon Kwon KOO ; Hyeon Cheol GWON
Korean Circulation Journal 2020;50(5):406-417
		                        		
		                        			 BACKGROUND AND OBJECTIVES:
		                        			Although percutaneous coronary intervention (PCI) is recommended to improve symptoms in patients with stable ischemic heart disease (SIHD), improvement of exercise performance is controversial. This study aimed to investigate changes in exercise duration after PCI according to functional completeness of revascularization by comparing pre- and post-PCI exercise stress test (EST).
		                        		
		                        			METHODS:
		                        			Patients with SIHD were enrolled from a prospective PCI registry, and divided into 2 groups: 1) functional complete revascularization (CR) group had a positive EST before PCI and negative EST after PCI, 2) functional incomplete revascularization (IR) group had positive EST before and after PCI. Primary outcome was change in exercise duration after PCI and secondary outcome was major adverse cardiac events (MACE, a composite of any death, any myocardial infarction, and any ischemia-driven revascularization) at 3 years after PCI.
		                        		
		                        			RESULTS:
		                        			A total of 256 patients (149 for CR group, and 107 for IR group) were eligible for analysis. Before PCI, exercise duration was not significantly different between the functional CR and IR groups (median 540 [interquartile range; IQR, 414, 602] vs. 480 [402, 589] seconds, p=0.091). After PCI, however, the CR group had a significantly higher increment of exercise duration than the IR group (median 62.0 [IQR, 12.0, 141.0] vs. 30.0 [−11.0, 103.5] seconds, p=0.011). The functional CR group also had a significantly lower risk of 3-year MACE (6.2% vs. 26.1%; adjusted hazard ratio, 0.19; 95% confidence interval, 0.09–0.41; p<0.001).
		                        		
		                        			CONCLUSIONS
		                        			Functional CR showed a higher increment of exercise duration than functional IR. 
		                        		
		                        		
		                        		
		                        	
8.Comparison of Exercise Performance and Clinical Outcome Between Functional Complete and Incomplete Revascularization
Jihoon KIM ; Joo Myung LEE ; Seung Hyuk CHOI ; Ki Hong CHOI ; Taek Kyu PARK ; Sung Ji PARK ; Jeong Hoon YANG ; Young Bin SONG ; Joo Yong HAHN ; Mi Ja JANG ; Bon Kwon KOO ; Hyeon Cheol GWON
Korean Circulation Journal 2020;50(5):406-417
		                        		
		                        			
		                        			BACKGROUND AND OBJECTIVES: Although percutaneous coronary intervention (PCI) is recommended to improve symptoms in patients with stable ischemic heart disease (SIHD), improvement of exercise performance is controversial. This study aimed to investigate changes in exercise duration after PCI according to functional completeness of revascularization by comparing pre- and post-PCI exercise stress test (EST).METHODS: Patients with SIHD were enrolled from a prospective PCI registry, and divided into 2 groups: 1) functional complete revascularization (CR) group had a positive EST before PCI and negative EST after PCI, 2) functional incomplete revascularization (IR) group had positive EST before and after PCI. Primary outcome was change in exercise duration after PCI and secondary outcome was major adverse cardiac events (MACE, a composite of any death, any myocardial infarction, and any ischemia-driven revascularization) at 3 years after PCI.RESULTS: A total of 256 patients (149 for CR group, and 107 for IR group) were eligible for analysis. Before PCI, exercise duration was not significantly different between the functional CR and IR groups (median 540 [interquartile range; IQR, 414, 602] vs. 480 [402, 589] seconds, p=0.091). After PCI, however, the CR group had a significantly higher increment of exercise duration than the IR group (median 62.0 [IQR, 12.0, 141.0] vs. 30.0 [−11.0, 103.5] seconds, p=0.011). The functional CR group also had a significantly lower risk of 3-year MACE (6.2% vs. 26.1%; adjusted hazard ratio, 0.19; 95% confidence interval, 0.09–0.41; p<0.001).CONCLUSIONS: Functional CR showed a higher increment of exercise duration than functional IR.
		                        		
		                        		
		                        		
		                        			Angina, Stable
		                        			;
		                        		
		                        			Exercise Test
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Myocardial Infarction
		                        			;
		                        		
		                        			Myocardial Ischemia
		                        			;
		                        		
		                        			Percutaneous Coronary Intervention
		                        			;
		                        		
		                        			Prognosis
		                        			;
		                        		
		                        			Prospective Studies
		                        			
		                        		
		                        	
9.Guidelines for the Surgical Management of Oral Cancer: Korean Society of Thyroid-Head and Neck Surgery
Young hoon JOO ; Jae keun CHO ; Bon seok KOO ; Minsu KWON ; Seong keun KWON ; Soon young KWON ; Min su KIM ; Jeong kyu KIM ; Heejin KIM ; Innchul NAM ; Jong lyel ROH ; Young min PARK ; Il seok PARK ; Jung je PARK ; Sung chan SHIN ; Soon hyun AHN ; Seongjun WON ; Chang hwan RYU ; Tae mi YOON ; Giljoon LEE ; Doh young LEE ; Myung chul LEE ; Joon kyoo LEE ; Jin choon LEE ; Jae yol LIM ; Jae won CHANG ; Jeon yeob JANG ; Man ki CHUNG ; Yuh seok JUNG ; Jae gu CHO ; Yoon seok CHOI ; Jeong seok CHOI ; Guk haeng LEE ; Phil sang CHUNG
Clinical and Experimental Otorhinolaryngology 2019;12(2):107-144
		                        		
		                        			
		                        			Korean Society of Thyroid-Head and Neck Surgery appointed a Task Force to provide guidance on the implementation of a surgical treatment of oral cancer. MEDLINE databases were searched for articles on subjects related to “surgical management of oral cancer” published in English. Results were restricted to systematic reviews, randomized control trials/controlled clinical trials, and observational studies. The quality of evidence was rated with use RoBANS (Risk of Bias Assessment Tool for Nonrandomized Studies) and AMSTAR (A Measurement Tool to Assess the Methodological Quality of Systematic Reviews). Evidence-based recommendations for practice were ranked according to the American College of Physicians grading system. Additional directives are provided as expert opinions and Delphi questionnaire when insufficient evidence existed. The Committee developed 68 evidence-based recommendations in 34 categories intended to assist clinicians and patients and counselors, and health policy-makers. Proper surgical treatment selection for oral cancer, which is directed by patient- and subsite-specific factors, remains the greatest predictor of successful treatment outcomes. These guidelines are intended for use in conjunction with the individual patient's treatment goals.
		                        		
		                        		
		                        		
		                        			Advisory Committees
		                        			;
		                        		
		                        			Bias (Epidemiology)
		                        			;
		                        		
		                        			Carcinoma, Squamous Cell
		                        			;
		                        		
		                        			Counseling
		                        			;
		                        		
		                        			Expert Testimony
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Mouth Neoplasms
		                        			;
		                        		
		                        			Neck
		                        			;
		                        		
		                        			Republic of Korea
		                        			
		                        		
		                        	
10.Insulin Sensitivity is Associated with the Presence and Extent of Coronary Artery Disease.
Ki Hwan KWON ; Dong Hoon CHOI ; Bon Kwon KOO ; Young Guk KO ; Young Sup BYUN ; Sung Jin OH ; Pil Ki MIN ; Jae Hun JUNG ; Yang Soo JANG ; Won Heum SHIM ; Seung Yun CHO
Korean Circulation Journal 2002;32(7):566-572
		                        		
		                        			
		                        			BACKGROUND AND OBJECTIVES: Insulin resistance has been suggested to be an important risk factor in the development of arteriosclerosis. The correlation between insulin sensitivity and the degree of coronary atherosclerosis in patients with angina pectoris was investigated. SUBJECTS AND METHODS: The study population consisted of 74 subjects with angina (54 men, 20 women), aged from 31 to 73 years. Coronary angiograms were evaluated by 3 semiquantitative scoring systems (vessel score, stenosis score and extent score) to estimate the extent of focal and diffuse coronary artery disease (CAD). Insulin sensitivity (K ITT) was determined by an insulin tolerance test. RESULTS: There were significant correlations between K ITT and all 3 coronary scores. Multivariate analysis revealed significant and independent correlations between all 3 coronary scores and K ITT , even in patients without diabetes mellitus. Both HDL cholesterol level and K ITT were significantly lower in patients with CAD than in those without. CONCLUSION: Decreased insulin sensitivity was significantly associated with the presence and extent of CAD. These results suggest the potential benefits of insulin-sensitizing treatment strategies for patients with decreased insulin sensitivity.
		                        		
		                        		
		                        		
		                        			Angina Pectoris
		                        			;
		                        		
		                        			Arteriosclerosis
		                        			;
		                        		
		                        			Cholesterol, HDL
		                        			;
		                        		
		                        			Constriction, Pathologic
		                        			;
		                        		
		                        			Coronary Angiography
		                        			;
		                        		
		                        			Coronary Artery Disease*
		                        			;
		                        		
		                        			Coronary Vessels*
		                        			;
		                        		
		                        			Diabetes Mellitus
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Insulin Resistance*
		                        			;
		                        		
		                        			Insulin*
		                        			;
		                        		
		                        			Male
		                        			;
		                        		
		                        			Multivariate Analysis
		                        			;
		                        		
		                        			Risk Factors
		                        			
		                        		
		                        	
            
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