• 제목/요약/키워드: Risk Factors of Coronary Artery Disease

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관상동맥 우회술 500례의 임상적 고찰 (Clinical Analysis of 500 Cases of Coronary Artery Bypass Grafting)

  • 신윤철;김기봉;안혁;채헌;노준량;서경필
    • Journal of Chest Surgery
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    • 제32권6호
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    • pp.525-531
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    • 1999
  • 배경: 본 연구는 1981년 11월부터 1997년 6월까지 관상동맥 우회술을 받은 500례의 협심증 환자를 대상으로 술전 진단, 수술방법, 수술사망률, 수술합병증, 술후 증상의 재발과 치료에 대해 알아보았다. 대상 및 방법: 500례 중 남자는 330례, 여자는 170례였고 평균 연령은 57.4$\pm$8.9세였다. 술전 환자의 평가를 위해 심전도, 심에코, MIBI scan, 내경동맥과 대퇴동맥에 대한 Duplex Sono, CK, LDH를 포함한 일반적인 혈액 검사, 관상동맥 조영술 등을 시행하였으며, 술후 부정맥과 심근경색증 등의 합병증에 대한 판정 지표로 삼았다. 결과: 술전 진단으로 불안정성 협심증이 282례 (56.4%), 안정성 협심증이 141례 (28.2%), 심근경색후 협심증이 58례 (11.6%), 급성 심근경색증이 8례 (1.6%), 이형 협심증이 7례 (1.4%), 경피적 관상동맥확장술 실패가 4례 (0.8%)였다. 술전 관상동맥 조영술 상 삼혈관 질환이 263례 (52.6%), 이혈관 질환이 93례 (18.6%), 단일혈관 질환이 71례 (14.2%)였으며, 좌주관상동맥 질환이 68례 (13.6%), 그외 5례(1.0%) 있었다. 환자들은 술전 여러 가지 관상동맥 질환의 위험인자들에 노출되어 있었으며 고혈압, 흡연, 비만, 당뇨 등의 빈도가 점차 증가하고 있었다. 수술은 대복재정맥 1143문합, 내흉동맥 442문합, 요골동맥 17문합, 위대망막 동맥 1문합으로 환자당 평균 3.2$\pm$1.2문합을 시행하였으며, 인공판막 치환술 또는 성형술이 동시에 시행된 경우가 31례 (6.2%), 관상동맥 내막절제술 또는 성형술이 27례 (5.4%), 좌주관상동맥 성형술이 13례 (2.6%), 내경동맥 내막절제술이 5례 (1.0%), Maze 술식이 3례 (0.6%), 기타 술식이 11례 (2.2%) 등에서 시행되었다. 수술시간은 대동맥차단 시간이 평균 99$\pm$67분이었다. 수술사망률은 6.8% (34/500)이었고, 여성, 심근경색증 \ulcorner과거력, 급성 심근경색증과 응급수술 등이 유의한 위험인자로 나타났다. 합병증으로서 부정맥 109례 (21.8%), 신경학적 합병증 27례 (5.4%), 출혈 25례 (5.0%), 수술전후 심근경색증 25례 (5.0%), 종격동염을 포함한 창상감염 20례 (4.0%), 저심박출증 18례 (3.6%), 급성 신부전증 12례 (2.4%), 폐렴 등의 기타 합병증이 10례(2.0%)있었다. 술후 추적기간은 평균 25$\pm$23개월이었으며, 증상의 재발로 인한 재수술은 5명의 환자에서 시행되었다. 결론: 수술경험의 축적, 심근보호법의 다양한 적용, 심기능 보조장치의 적극적인 사용으로 고위험군 환자의 증가에도 불구하고 수술사망률을 감소시킬 수 있으리라 기대된다.

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Impact of Multiple Cardiovascular Risk Factors on the Carotid Intima-media Thickness in Young Adults: The Kangwha Study

  • Chang, Hoo-Sun;Kim, Hyeon-Chang;Ahn, Song-Vogue;Hur, Nam-Wook;Suh, Il
    • Journal of Preventive Medicine and Public Health
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    • 제40권5호
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    • pp.411-417
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    • 2007
  • Objectives: Although risk factors for coronary artery disease are also associated with increased carotid intima-media thickness (IMT), there is little information available on the asymptomatic, young adult population. We examined the association between multiple cardiovascular risk factors and the common carotid IMT in 280 young Korean adults. Methods: The data used for this study was obtained from 280 subjects (130 men and 150 women) aged 25 years who participated in the Kangwha Study follow-up examination in 2005. We measured cardiovascular risk factors, including anthropometries, blood pressure, blood chemistry, carotid ultrasonography, and reviewed questionnaires on health behaviors. Risk factors were defined as values above the sex-specific 75th percentile of systolic blood pressure, body mass index, total cholesterol/ high-density lipoprotein cholesterol ratio, fasting blood glucose and smoking status. Results: The mean carotid IMT${\pm}$standard deviation observed was $0.683{\pm}0.079mm$ in men and $0.678{\pm}0.067mm$ in women (p=0.567) and the evidence of plaque was not observed in any individuals. Mean carotid IMT increased with an increasing number of risk factors(p for trend <0.001) and carotid IMT values were 0.665 mm, 0.674 mm, 0.686 mm, 0.702 mm, and 0.748 mm for 0, 1, 2, 3, and 4 to 5 risk factors, respectively. The odds ratio for having the top quartile carotid IMT in men with 3 or more risk factors versus 0-2 risk factors was 5.09 (95% CI, 2.05-12.64). Conclusions: Current findings indicate the need for prevention and control of cardiovascular risk factors in young adults and more focus on those with multiple cardiovascular risk factors.

관상동맥 우회술의 조기성적 (Early Result of Coronary Artery Bypass Surgery)

  • 박재형;이원용;김응중;홍기우
    • Journal of Chest Surgery
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    • 제30권2호
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    • pp.158-163
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    • 1997
  • 한림대학교 의료원 강등성심 병원에서는 1994년 7월 처음으로 관상동맥 우회술을 시행한 이래 1995 년 8월까지 총 48례의 관상동맥 우회술을 시행하였다. 이 중 응급상황하에서 수술을 시행한 10례와 좌 주관상동맥 성형술을 시행한 6례를 제외한 32례의 조기 성적을 추적하였다. 남녀비는 14:18이었고, 나이는 37~81세였다. 환자들의 특징은 32명 중 26명이 불안정형 협심증, 6명이 안정성 협심증이었고, 이 들 중 9명에서 심근 경색증의 기왕력이 있었다. 5명에서 좌심실 박출계수가 40% 이하로 좌심실 기능이 떨어져 있었고 만성신부전증 환자가 1명 있었다. 관상동맥 위험인자는 흡연, 고혈압, 고지방혈증, 당뇨, 비만 등이 었고, 관상동맥의 협착 정도는 세 혈관질환이 21례, 두혈관 질환이 7례, 한혈관질환이 2례, 좌주 관상동맥 질환이 2례였다. 수술은 온혈심정지액으로 심정지 유도후, 냉혈심정지액을 관상정맥동을 통해 지속적으로 관류시켰으며, 대동맥 차단시간은 평균 105분(66~183분)이었고, 총 심폐관류시간은 평 f 242.4분(119~852분)이었다. 이식혈관은 1례를 제외하고는 모든 환자에서 내유동맥을 사용하였고, 2례에서 요골동맥을 사용하였으\ulcorner, 나머지 이식편은 대복재정 맥을 사용하였다. 사용된 총이식편수는 103개로 환자당 3.22개였고, 총 이식편의 32%에서 동맥 이식편을 사용하였다. 수술 후 4례 에서 저심박출증으로 IABP를 사용하였고, 술 후 심근경색은 2례에서 발생하였다. 그외의 합병증으로는 호흡부전, 부정맥, 종격동염, 출혈, 뇌혈관경 색 등이었다. 술후 2례에서 사망하여 조기 사망률은 6.25%였으며, 1례는 저심박출증으로심폐기의 이탈이 안되어, 1례는 심근경색증으로 양심실 보조장치 제거후 67일만에 사망하였다. 추적관찰중 2례에서 흉통이 재발하여 관상동맥 조영술 시행결과, 7개의 이식편 중 2개에서 폐색(우판상동맥으로의 이식편) 이 보였으나, 투약으로 통증은 호전되었고, 1례에서 술후 3달만에 갑자기 심정지가 발생하여 사망하였다.

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관동맥우회술의 위험인자 분석 (Analysis of Risk Factors in Coronary Artery Bypass Surgery)

  • 정태은;한승세
    • Journal of Chest Surgery
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    • 제31권11호
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    • pp.1049-1055
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    • 1998
  • 연구배경 : 관동맥우회술은 허혈성 심질환의 중요한 치료법의 하나이다. 수술로 인한 합병증과 수술사망률은 최근 현저히 감소하고 있는 추세이나 아직도 개선이 필요하다 재료 및 방법 : 이 연구에서는 술전 및 수술 변수들을 위험인자로 설정하고 이들의 영향을 후향적으로 분석하였다. 1992년부터 1997년 까지 허혈성 심질환 환자에서 관동맥우회술을 시행한 86명을 대상으로 하였다. 대상환자들의 임상적 특징을 살펴보면 평균 나이는 58.6±8.4(36~74)세 였고 남자가 61명 여자가 25명 이었다. 수술 전 관동맥 풍선확장술 혹은 stent 삽입술을 시행한 환자는 14명이 있었다. 불안전성 협심증이 41례로 48%를 차지하였고 삼중혈관 질환이 45례로 52%를 차지하였다. 좌심실 조영술상 구축률이 저하된 경우(<35%)가 7례 있었다. 응급수술은 10례에서 시행되었다. 동반수술로 승모판막 치환술이 2례, 대동맥판막 치환술이 2례, 심방중격결손 봉합이 1례 그리고 심실중격결손 봉합 1례를 시행하였다. 관동맥우회술의 평균 원위부 문합수는 환자당 3.5개 였으며 대동맥 차단시간은 평균 115분이었다. 이 연구에서 분석지표로 사용된 변수들은 고령 (70세 이상), 여성, 저체표면적(1.5M2이하), 술전 관동맥풍선확장술 혹은 stent 삽입력, 고지혈증, 흡연력, 고혈압, 당뇨, 만성 폐쇄성폐질환, 긴급 혹은 응급수술, 좌주관동맥질환, 좌심실구축률의 저하(35%이하), 동반수술 등이었다. 결과 : 수술 사망은 총 7례 였으며 그 원인으로는 저심박출증이 5례, 내과적 치료에 반응하지 않는 심실성 빈맥이 1례 그리고 심장압전증이 1례 있었다. 수술 합병증으로 술후 심근경색과 뇌졸증이 각각 6례로 가장 많았으며 출혈로 인한 재수술이 5례, 급성 신부전증이 4례 그리고 위장관 합병증과 종격동염이 각각 3례 였다. 합병증 발생의 위험인자로서는 저체표면적, 당뇨병력 그리고 좌심실구축률의 저하가 통계적으로 유의하였으며(p<0.05) 사망률의 위험인자로는 좌심실구축률의 저하가 의미있게 분석되었다(p<0.05). 결론 : 관동맥우회술과 관련된 수술합병증의 위험인자는 저체표면적, 당뇨병력 그리고 좌심실구축률의 저하 등이 있었고 사망률의 위험인자는 좌심실구축률의 저하로 나타난 것으로 보아서 좌심실기능장애가 심하지 않은 상태에서의 수술이 필요하다고 생각된다.

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한국인에서 치주질환과 관상동맥질환의 관련성에 대한 염증표지자와 IL-1 유전자 다변성의 영향 (Association between Periodontitis and Coronary heart disease in Korea : Inflammatory markers and IL-1 gene polymorphism)

  • 정하나;정현주;김옥수;김영준;김주한;고정태
    • Journal of Periodontal and Implant Science
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    • 제34권3호
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    • pp.607-622
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    • 2004
  • Recently epidemiologic studies have indicated that the patients with periodontitis may have increased risk of ischemic cardiovascular events, and have suggested the important roles of blood cytokines and acute reactant proteins in the systemic infection and inflammatory response. Periodontitis and coronary heart disease (CHD) may share the common risk factors and the genetic mechanism associated with interleukin(IL)-1A, B and RA genotype may be involved in the production of IL-1. This study was aimed to investigate the relationship between angiographically defined CHD and periodontitis as chronic Gram-negative bacterial infection and to determine whether the IL-1 gene polymorphism is associated in both diseases. Patients under the age of 60 who had undergone diagnostic coronary angiography were enrolled in this study. Subjects were classified as positive CHD (+CHD, n=37) with coronary artery stenosis more than 50% in at least one of major epicardial arteries, and negative CHD (-CHD, n=30) without significant stenosis. After recording the number of missing teeth, periodontal disease severity was measured by means of plaque index (PI), gingival index (GI), bleeding on probing (BOP), probing depth (PD), clinical attachment level (CAL), and radiographic bone loss around all remaining teeth. Gingival crevicular fluid (GCF) was collected from the 4 deepest periodontal pockets and assessed for cytokine ($IL-1{\beta}$, IL-6, IL-1ra, tumor necrosis $factor-{\alpha}$, and prostaglandin $E_2$). Additionally, blood CHD markers, lipid profile, and blood cytokines were analyzed. IL-1 gene cluster genotyping was performed by polymerase chain reaction and enzyme restriction using genomic DNA from buccal swab, and allele 2 frequencies of IL-1A(+4845), IL-1B(+3954), IL-B(-511), and IL-1RA(intron 2) were compared between groups. Even though there was no significant difference in the periodontal parameters between 2 groups, GCF level of $PGE_2$ was significantly higher in the +CHD group(p<0.05). Correlation analysis showed the positive relationship among PD, CAL and coronary artery stenosis(%) and blood $PGE_2$. There was also significant positive relationship between the periodontal parameters (PI, PD, CAL) and the blood CHD markers (leukocyte count, C-reactive protein, and lactic dehyrogenase). IL-1 gene genotyping showed that IL-1A(+3954) allele 2 frequency was significantly higher in the +CHD group compared with the -CHD group (15% vs. 3.3%, OR 5.118,p=0.043). These results suggested that periodontal inflammation is related to systemic blood cytokine and CHD markers, and contributes to cardiovascular disease via systemic inflammatory reaction. IL-1 gene polymorphism might have an influence on periodontal and coronary heart diseases in Korean patients.

관상동맥질환 여성의 성기능에 관한 연구 (A Study on Sexual Function of Women with Coronary Artery Disease)

  • 김춘심;소향숙
    • 성인간호학회지
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    • 제12권1호
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    • pp.99-111
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    • 2000
  • The purpose of this study was to identify risk factors related to sexual function of women with coronary artery disease, and to determine the predictors of sexual function. The study design, a descriptive correlational study, was done through structural questionnaire and interview. A total of 50 subjects from C University Hospital at Kwang-ju city who have undergone coronary angiography at department of cardiology were observed and interviewed from Feb. 22, 1999 to March. 23, 1999. The number of affected vessels, the level of total serum cholesterol, and the ejection fraction of 2-D echo cardiography were analyzed to evaluate the severity of coronary artery disease. And also type A behavior pattern, health behavior, Brief Index of Sexual Functioning for Women (BISF-W) were measured. The data obtained were analyzed using percentage, mean and standard deviation, t-test, ANOVA, Pearson's correlation coefficient, and stepwise multiple regression analysis via SPSS PC+. The results of this study were as follows: 1. The mean age of the subjects were 58.1 and 72.0% of those have been married over 30 years. Seventy two percentage were unemployed and monthly family income of 56.6% was less than 1,000,000 won (approximately $ 840). Eighty percent were in their postmenopausal state, and the frequency of sexual intercourse of 84.0% were two to three times per month. 2. The scores of type A behavior pattern were from 16 to 38(mean 24.94) and health behavior ranged from 21 to 43(mean 31.2). Abstinence from smoking, alcohol, and caffeine were best compliant factors and weight control and exercise were least abided ones. The result of 2D-ECHO EF showed that the half of the subjects were abnormal, and 24% had more than 240mg/dl of total serum cholesterol. The coronary angiography showed that 64% of the subjects had more than one affected vessels. 3. The predictors to explain the factor score of 'orgasm' were number of health examination, the pre- or post-menopausal state, protestant, number of coronary vessel affected, level of serum total cholesterol, and comorbid group of hypertension and diabetes, and it's total variance accounted for 52.4%. The predictors to explain the factor score of 'sexual activity' were comorbid group of hypertension and diabetes and type A behavior pattern, which accounted for 22.4% of total variance. The predictors to explain the factor score of 'sexual satisfaction' were type A behavior pattern, no religion, exercise, level of serum total cholesterol, and pre or post menopausal state, which accounted for 52.1%. The predictors to explain the factor score of 'sexual desire' were the period of marriage, type A behavior, employment or unemployment, and weight control, which accounted for 43.2%. The predictors to explain the factor score of 'external force of sexual functioning' were physical overload and exercise, which accounted for 41.1%. The predictors to explain the factor score of 'sexual activity' were family monthly income, catholics, and exercise, and which accounted for 35.4%. Above results lead us to some consensus that sexual function of women with coronary artery disease is related to various factors including vasogenic factors such as total serum cholesterol level, number of coronary vessel affected, an endocrinal factor such as menopausal state, and type A behavior pattern as a sociopshychological factor. And also health behaviors such as fitness care, overwork, weight control, and emotional tension are contributed to sexual function.

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Apple pectin, a dietary fiber, ameliorates myocardial injury by inhibiting apoptosis in a rat model of ischemia/reperfusion

  • Lim, Sun Ha;Kim, Mi Young;Lee, Jongwon
    • Nutrition Research and Practice
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    • 제8권4호
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    • pp.391-397
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    • 2014
  • BACKGROUND/OBJECTIVE: Myocardial cell death due to occlusion of the coronary arteries leads to myocardial infarction, a subset of coronary heart disease (CHD). Dietary fiber is known to be associated with a reduced risk of CHD, the underlying mechanisms of which were suggested to delay the onset of occlusion by ameliorating risk factors. In this study, we tested a hypothesis that a beneficial role of dietary fiber could arise from protection of myocardial cells against ischemic injury, manifested after occlusion of the arteries. MATERIALS/METHODS: Three days after rats were fed apple pectin (AP) (with 10, 40, 100, and 400 mg/kg/day), myocardial ischemic injury was induced by 30 min-ligation of the left anterior descending coronary artery, followed by 3 hr-reperfusion. The area at risk and infarct area were evaluated using Evans blue dye and 2,3,5-triphenyltetrazolium chloride (TTC) staining, respectively. DNA nicks reflecting the extent of myocardial apoptosis were assessed by TUNEL assay. Levels of cleaved caspase-3, Bcl-2, and Bax were assessed by immunohistochemistry. RESULTS: Supplementation of AP (with 100 and 400 mg/kg/day) resulted in significantly attenuated infarct size (IS) (ratio of infarct area to area at risk) by 21.9 and 22.4%, respectively, in the AP-treated group, compared with that in the control group. This attenuation in IS showed correlation with improvement in biomarkers involved in the apoptotic cascades: reduction of apoptotic cells, inhibition of conversion of procaspase-3 to caspase-3, and increase of Bcl-2/Bax ratio, a determinant of cell fate. CONCLUSIONS: The findings indicate that supplementation of AP results in amelioration of myocardial infarction by inhibition of apoptosis. Thus, the current study suggests that intake of dietary fiber reduces the risk of CHD, not only by blocking steps leading to occlusion, but also by protecting against ischemic injury caused by occlusion of the arteries.

Korean Red Ginseng Improves Vascular Stiffness in Patients with Coronary Artery Disease

  • Chung, Ick-Mo;Lim, Joo-Weon;Pyun, Wook-Bum;Kim, Hye-Young
    • Journal of Ginseng Research
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    • 제34권3호
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    • pp.212-218
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    • 2010
  • Korean red ginseng (KRG) has been shown to enhance endothelium-dependent vasorelaxation in experimental animals; however, little is known about its pharmacological effects on vascular stiffness in patients with coronary artery disease (CAD). This randomized, double-blind, placebo-controlled crossover trial was carried out to determine whether KRG has beneficial effects on arterial stiffness, cardiovascular risk factors such as plasma lipid profiles and blood pressure (BP), and Rho-associated kinase (ROCK) activity. Twenty patients (mean age, 62.5 years) with stable angina pectoris were given KRG (2.7 g/day) and a placebo alternatively for 10 weeks. Blood biochemical analysis and pulse wave velocity (PWV) recording were performed on day 0 and after the completion of each treatment. ROCK activity was assessed based on the level of phospho-$Thr^{853}$ in the myosin-binding subunit of myosin light chain phosphatase, determined by Western blot analysis of peripheral blood mononuclear cells. KRG significantly decreased the systolic BP, brachial ankle PWV, and heart femoral PWV in the patients (all p<0.05), but did not significantly alter the serum lipid profiles, including triglycerides and total, high-density lipoprotein, and low-density lipoprotein cholesterol levels. The ROCK activity tended to decrease (p=0.068) following KRG treatment. The placebo did not significantly alter any of the variables. In conclusion, KRG decreased systolic BP and arterial stiffness, probably via the inhibition of ROCK activity, in patients with CAD, but had a neutral effect on serum lipid profiles. Our data suggest that KRG has a therapeutic effect on CAD.

관상동맥경화증인 과체중 남성에서 열량제한과 Testosterone 투여가 체지방 분포 및 혈청 지질 농도에 미치는 영향 (Caloric Restriction vs Testosterone Treatment ; The Effect on Body Fat Distribution and Serum Lipid Levels in Overweight Male Patients with Coronary Artery Disease)

  • 이종호;채지숙;고수정;강석민;최동훈;장양수
    • Journal of Nutrition and Health
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    • 제36권9호
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    • pp.924-932
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    • 2003
  • In middle-aged men, abdominal obesity has been an important risk factor of coronary artery disease (CAD) as well as a predictor of hypertension, dyslipidemia, insulin resistance and glucose intolerance. Particularly, risks from abdominal obesity increase when adipose tissue accumulates in visceral compartment. Many studies showed that weight reduction by caloric restriction improves abdominal obesity and reduces lots of cardiovascular risk factors. Testosterone treatment also results in a significant decrease in visceral fat area and normalizes endocrine metabolism. However there is no study that compare the effect of caloric restriction with that of testosterone treatment. The purpose of this study is to investigate the effect of caloric restriction and that of testosterone treatment on body fat distribution, serum lipids and glucose metabolism in male patients with CAD. Forty five middle-aged overweight-obese men with CAD participated in 12 weeks' program. They were matched with age, body weight, body mass index (BMI) and divided into three groups : control group (n = 15) , caloric restriction group (-300 kcal/day, n = 15) and testosterone treatment group (testosterone undecanoate tablets, n = 15) . After 12 weeks, control group did not have any changes in anthropometries, lipid profile, body fat distribution, glucose metabolism and hormonal status. Expectedly, caloric restriction group showed decreases in body weight, BMI, waist to hip ratio, % body fat. Ten percentage of total cholesterol and 23% of triglyceride in serum were also decreased. In body fat distribution, total fat areas at both L1 and L4 levels were significantly reduced in this group without reduction in muscle of thigh and calf. However, testosterone treatment group did not have any significant changes in body weight, % body fat, serum lipid profile and abdominal fat distribution. In conclusion, weight reduction by caloric restriction is more beneficial in body fat distribution and serum lipid level than testosterone treatment in overweight male patients with CAD. This result suggests that modest weight reduction is possible to help decrease risk factors of CAD.

Risk factors for anticoagulant-associated gastrointestinal hemorrhage: a systematic review and meta-analysis

  • Fuxin Ma;Shuyi Wu;Shiqi Li;Zhiwei Zeng;Jinhua Zhang
    • The Korean journal of internal medicine
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    • 제39권1호
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    • pp.77-85
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    • 2024
  • Background/Aims: There may be many predictors of anticoagulation-related gastrointestinal bleeding (GIB), but until now, systematic reviews and assessments of the certainty of the evidence have not been published. We conducted a systematic review to identify all risk factors for anticoagulant-associated GIB to inform risk prediction in the management of anticoagulation-related GIB. Methods: A systematic review and meta-analysis were conducted to search PubMed, EMBASE, Web of Science, and Cochrane Library databases (from inception through January 21, 2022) using the following search terms: anticoagulants, heparin, warfarin, dabigatran, rivaroxaban, apixaban, DOACs, gastrointestinal hemorrhage, risk factors. According to inclusion and exclusion criteria, studies of risk factors for anticoagulation-related GIB were identified. Risk factors for anticoagulant-associated GIB were used as the outcome index of this review. Results: We included 34 studies in our analysis. For anticoagulant-associated GIB, moderate-certainty evidence showed a probable association with older age, kidney disease, concomitant use of aspirin, concomitant use of the antiplatelet agent, heart failure, myocardial infarction, hematochezia, renal failure, coronary artery disease, helicobacter pylori infection, social risk factors, alcohol use, smoking, anemia, history of sleep apnea, chronic obstructive pulmonary disease, international normalized ratio (INR), obesity et al. Some of these factors are not included in current GIB risk prediction models. such as anemia, co-administration of gemfibrozil, co-administration of verapamil or diltiazem, INR, heart failure, myocardial infarction, etc. Conclusions: The study found that anemia, co-administration of gemfibrozil, co-administration of verapamil or diltiazem, INR, heart failure, myocardial infarction et al. were associated with anticoagulation-related GIB, and these factors were not in the existing prediction models. This study informs risk prediction for anticoagulant-associated GIB, it also informs guidelines for GIB prevention and future research.