• 한국산업정보학회논문지
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• 제19권5호
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• pp.25-31
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• 2014

생체전기 임피던스 해석은 체 성분 측정에 있어 비침습적이며, 비용이 적게 들고 안전성과 재현성이 우수하여 체 성분의 변화를 평가하기 위해 널리 사용되고 있는 방법이다. 본 연구에서는 자세에 따른 생체임피던스와 혈압차이에 대해 연구하였으며, 피 실험자를 대상으로 생체전기 임피던스 측정시스템을 통한 저항 및 리액턴스의 실시간 측정 실험과 등가모델을 통한 모의실험 그리고 자세 변화에 대한 혈압 차이를 비교하는 실험을 실시하였다. 생체임피던스는 다중 주파수(1 kHz, 10 kHz, 20 kHz, 50 kHz, 70 kHz, 100 kHz)에서 4분간 측정하였다. 실험결과, 선 자세, 앉은 자세, 누운 자세 순으로 몸의 임피던스는 저항과 리액턴스의 변화로 인해 증가하는 것으로 나타났다. 특히, 누운 자세에서의 저항은 50 kHz에서 앉은 자세에서의 저항보다 평균 16.49% 높았으며, 누운 자세에서의 리액턴스는 5 kHz일 때에 앉은 자세보다 평균 26.05% 높았다. 혈압의 경우에는 다른 자세에 비해 선 자세에서의 평균 최고치($125.14{\pm}12.30$) 및 평균 최저치($75.57{\pm}10.31$) 혈압이 높게 나타났다. 본 연구의 생체임피던스 및 혈압 차이에 관한 연구는 급성 질환, 고도 비만, 신체 기형 등의 연구에 활용될 수 있을 것으로 사료된다.

• Korean Journal of Acupuncture
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• 제31권2호
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• pp.66-78
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• 2014

목적 : 경혈의 임피던스를 측정하여 경혈의 특이성을 확보하고자 다수 연구가 진행되어왔다. 직류전압과 교류전압을 자극하여 단순히 경혈이 위치한 피부 임피던스를 측정하는 방식이 아닌 Multi-Frequency Body Impedance analysis(MF BIA) 기법을 이용하여 생체 구조 성분(세포 외액, 세포내액의 저항성분 그리고 세포막의 용량성분)을 추출하는 방법을 이용하여 경혈의 특이성을 확보하고자 한다. 인체 내 생체 이온 변화가 발생하였을 시, 경혈이 비경혈에 발생 전/후 높은 변화율이 관찰될 것이라는 가정을 하에, 생체 이온 변화를 유도하기 위하여 근피로를 유발하였으며, 유도 전/후의 생체 구조 성분을 비교 분석하였다. 방법: 대퇴직근에 근피로를 유도하기 위하여 건강한 대학생에게 Knee extension/flexion의 등속도 운동을 통하였다. 생체 이온 변화를 확인하기 위하여 젖산을 측정하였으며, 피험자마다 동일한 근피로를 유발하기 위하여 EMG(electromyogram) 분석을 통하여 peak torque와 median frequency를 분석하였다. 근피로 유발 24시간 이후까지 젖산과 peak torque와 median frequency을 측정하였으며, 각 단계마다 복토(ST32), 음시(ST33) 과 인접한 비경혈 2개에 대하여 생체 구조 성분 또한 측정하였다. 결과 : 젖산과 peak torque와 median frequency은 24시간 이후 근피로 유발 전으로 회복되었다. 세포외액 저항성분의 경우 비경혈에 비하여 복토(ST32)에서 생체 이온 변화에 따라 높은 변화율이 관찰되었으나, 음시(ST33) 에서는 비경혈에 비하여 낮은 변화율이 관찰되었다. 세포내액 저항성분은 경혈과 비경혈 사이 유의한 차이가 관찰되지 않았다. 복토(ST32)에서 세포막의 용량성분이 높은 변화율이 관찰되었지만, 음시(ST33)와 인접한 비경혈간의 뚜렷한 차이가 확인되지 않았다. 결론 : 생체 이온 변화에 따라 인접한 비경혈과 비교해보았을 시, 경혈에서의 상대적으로 높고 낮은 혹은 유사한 변화율이 관찰되었다. 따라서 경혈의 특이성을 확보하지 못하였으며, 생체 구조 성분 추출을 통하여 세포 이온 변화에 따른 경혈의 특이성을 확보하기에는 한계점을 가지고 있다고 결론을 내렸다.

• Journal of Preventive Medicine and Public Health
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• 제43권6호
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• pp.479-485
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• 2010

Objectives: The Korean Genome and Epidemiology Study (KoGES), a multicenter-based multi-cohort study, has collected information on body composition using two different bioelectrical impedence analysis (BIA) machines. The aim of the study was to evaluate the possibility of whether the test values measured from different BIA machines can be integrated through statistical adjustment algorithm under excellent inter-rater reliability. Methods: We selected two centers to measure inter-rater reliability of the two BIA machines. We set up the two machines side by side and measured subjects' body compositions between October and December 2007. Duplicated test values of 848 subjects were collected. Pearson and intra-class correlation coefficients for inter-rater reliability were estimated using results from the two machines. To detect the feasibility for data integration, we constructed statistical compensation models using linear regression models with residual analysis and R-square values. Results: All correlation coefficients indicated excellent reliability except mineral mass. However, models using only duplicated body composition values for data integration were not feasible due to relatively low $R^2$ values of 0.8 for mineral mass and target weight. To integrate body composition data, models adjusted for four empirical variables that were age, sex, weight and height were most ideal (all $R^2$ > 0.9). Conclusions: The test values measured with the two BIA machines in the KoGES have excellent reliability for the nine body composition values. Based on reliability, values can be integrated through algorithmic statistical adjustment using regression equations that includes age, sex, weight, and height.

• 한국식품영양과학회지
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• 제34권2호
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• pp.196-201
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• 2005

본 연구에서는 실측 휴식대사량과 신장, 체중, 성별, 나이, 제지방 등을 적용한 예측 기초대사량 공식 3가지를 비교하여 어느 예측 공식 이 우리 나라의 젊은 여성들에게 적합한지를 알아보았고, 실측 휴식대사량과 신장, 체중, 체표면적, 체질량지수, 제지방량, 체지방량 및 체지방율과의 상관관계를 분석하고, 예측 공식을 유도하였다. 20∼24세의 건강한 여대생 120명을 연구 대상으로 12시간 금식한 후 30분간 산소섭취량과 이산화탄소 생성량을 측정하여 실측 휴식대사량을 구하였고, 체성분분석은 생체전기저항법(Bioelectrical impedence analysis)으로 측정하였으며, 예측 기초대사량은 Harris-Benedict 공식 , WHO/FhO/UNU 공식 과 Cunnin gham 공식을 이용하였다. 실험 결과 실측 휴식대사량은 1257.3$\pm$147.9 kcal/day이었으며, 성별에 따라 신장, 체중과 나이를 적용한 Harris-Benedict 공식으로 구한 예측 기초대사량은 실측 휴식 대사량보다 116.04$\pm$122.8 kcal/day 높게 나타났으며, WHO/FAO/UNU 공식은 32.7$\pm$115.6 kcal/day 높게, Cunningham 공식은 69.7$\pm$116.2 kcal/day 낮게 나타났으며, 상관분석을 통하여 제지방량을 적용하여 기초대사량을 계산하는 Cunningham 공식이 실측 휴식대사량과 가장 밀접한 관계를 보였다. 실측 휴식 대사량에 영향을 주는 요인들로 제지방, 체표면적과 체중이 순서대로 상관관계가 높게 나타났고, 그 외 신장, 체질량지수, 체지 방량과 체지방율은 기초대사량과의 연관성이 낮은 것으로 조사되었다. 기초대사량과 관련하여 분석한 요인들 가운데 상관성이 가장 높은 제지방량(FFM)을 독립변수로 하고 측정한 기초대사량을 종속변수로 하여 회귀 분석한 결과 RMR=-569.86+48.27(FFM), $R^2$=0.5514로 나타났다.

• Journal of Community Nutrition
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• 제5권1호
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• pp.13-20
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• 2003

This study was done to evaluate the antioxidant status of female college students by determining their intakes and plasma levels of antioxidnt vitamins (vitamin C, A and E) and total antioxidant status (TAS). Subjects were 46 healthy female college students aged 20 - 29 years. Body composition was determined by a multifrequency bioelectrical impedance analysis. Dietary intakes were examined by 24hr record method and nutrients intakes were analyzed by the Computer Aided Nutritional analysis program for professional (CAN-pro). Plasma vitamin C level were measured by spectrophotometric method and retinol, ${\beta}$-carotene, ${\alpha}$-tocopherol were measured by HPLC. Plasma TAS was measured with a Randox kit using the trolox equivalent antioxidant capacity (TEAC) method. Daily energy and protein intakes of the female college students were 1670.5㎉ (83% of RDA) and 63.3g (115.1% of RDA), respectively. However their intakes of Ca and Fe were below 75% of RDA. Their intakes of vitamin A and C were 596.6 ${\mu}$ gRE (85.2% of RDA) and 71.0mg (101.4% of RDA), respectively. Plasma levels of vitamin C, retinol, ${\beta}$-carotene and ${\alpha}$-tocopherol were 14.7mg/L, 0.7mg/L, 0.2mg/L and 9.1mg/L, respectively which were within normal range. There was no subject with deficiency or marginal level in plasma vitamin A and C. However 1.6% of the subjects had below adequate level in vitamin E. Plasma TAS level was 1.2mmol/L. Correlation data showed that all plasma antioxidant vitamins were positively correlated with plasma TAS. Overall data indicate that the antioxidant status of female college students were pretty good. However it might be necessary to educate them to eat more fruits and vegetables for preventing many chronic diseases in a later life. (J Community Nutrition 5(1) : 13∼20, 2003)

• 한국지역사회생활과학회지
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• 제19권2호
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• pp.201-212
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• 2008

This study was carried out to investigate the relative influence of food intake and menopause on the body composition and bone quality index of women in Wonju who were voluntary participants in a community nutrition program. The status of food intake was examined using a semi-quantitative food frequency questionnaire. A bioelectrical impedance analysis tool (Inbody 2.0) and SONOST 2000 were used for estimating body composition including criteria such as TWB (Total body water), SLM (Soft lean mass), LBM (Lean body mass), PBF (% body fat) and WHR (Waist hip ratio), and BQI (Bone quality index). 82% of the subjects were over the age of 40. The percentage of overweight subjects was 64.3% overall, and higher in the advanced age group while underweight was prevalent in younger subjects. Although only 8.6% of the total subjects skipped breakfast, this habit was more prevalent in subjects in their twenties and the underweight group. Variables, such as age, menstruation status, and breakfast eating habits were significant factors considered in relation to food intake from 7 food groups. Generally, older aged women ate more vegetables while the younger group consumed more simple sugars and lipids. The subjects who were underweight or skipped breakfast tended to drink higher amounts of soft drinks. With increasing age, BMI, PBF and WHR increased also, and TWB, SLM, LBM, and BQI decreased. According to correlation analysis, WHR has a positive correlation with PBF. BQI correlated with SLM and LBM positively, and with PBF and WHR negatively. Over 93.3% of the subjects over the age of 30 were assessed as having abdominal obesity. It was revealed that body composition was affected not only by age, obesity degree and menstruation status but by various food intake habits. Body composition including WHR and BQI had put many of the subjects' health in danger of metabolic disorders. Therefore, it is important to emphasize keeping in place some helpful habits such as eating regularly, having a proper diet which includes many vegetables, and continued milk intake even after menopause to insure women's good health.

• Clinical and Experimental Pediatrics
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• 제56권12호
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• pp.526-533
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• 2013

Purpose: Obesity is an important risk factor for hypertension in adolescents. We investigated the relationship of obesity-related indices (body mass index [BMI], waist-to-height ratio [WHR], and body fat percentage [%BF]) with blood pressure and the hemodynamic determinants of blood pressure in Korean adolescents. Methods: In 2008, 565 adolescents, aged 12-16 years, were examined. The %BF of the participants was measured by bioelectrical impedance analysis. Echocardiography and brachial artery pulse tracing were used to estimate the stroke volume (SV), cardiac output (CO), total vascular resistance (TVR), and total arterial compliance (TAC). Results: We noted that BMI, WHR, and %BF were positively correlated with systolic blood pressure (SBP) and diastolic blood pressure (DBP). The positive correlation between BMI and blood pressure (SBP and DBP) persisted after adjustment for WHR and %BF. However, after adjustment for BMI, the positive associations between blood pressure (SBP and DBP) and WHR as well as %BF, were not noted. With regard to the hemodynamic factors, BMI, but not WHR and %BF, was an independent positive factor correlated with SV and CO. TVR had an independent negative association with BMI; however, it was not associated with WHR or %BF. Moreover, we noted that BMI, WHR, and %BF did not affect TAC. Conclusion: In Korean adolescents, BMI had an independent positive correlation with SBP and DBP, possibly because of its effects on SV, CO, and TVR. WHR and %BF are believed to indirectly affect SBP and DBP through changes in BMI.

• Journal of Preventive Medicine and Public Health
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• 제49권1호
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• pp.35-44
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• 2016

Objectives: We investigated the associations of sarcopenia-defined both in terms of muscle mass and muscle strength-and sarcopenic obesity with metabolic syndrome. Methods: Secondary data pertaining to 309 subjects (85 men and 224 women) were collected from participants in exercise programs at a health center in a suburban area. Muscle mass was measured using bioelectrical impedance analysis, and muscle strength was measured via handgrip strength. Sarcopenia based on muscle mass alone was defined as a weight-adjusted skeletal muscle mass index more than two standard deviations below the mean of a sex-specific young reference group (class II sarcopenia). Two cut-off values for low handgrip strength were used: the first criteria were <26 kg for men and <18 kg for women, and the second criteria were the lowest quintile of handgrip strength among the study subjects. Sarcopenic obesity was defined as the combination of class II sarcopenia and being in the two highest quintiles of total body fat percentage among the subjects. The associations of sarcopenia and sarcopenic obesity with metabolic syndrome were evaluated using logistic regression models. Results: The age-adjusted risk ratios (RRs) of metabolic syndrome being compared in people with or without sarcopenia defined in terms of muscle mass were 1.25 (95% confidence interval [CI], 1.06 to 1.47, p=0.008) in men and 1.12 (95% CI, 1.06 to 1.19, p<0.001) in women, which were found to be statistically significant relationships. The RRs of metabolic syndrome being compared in people with or without sarcopenic obesity were 1.31 in men (95% CI, 1.10 to 1.56, p=0.003) and 1.17 in women (95% CI, 1.10 to 1.25, p<0.001), which were likewise found to be statistically significant relationships. Conclusions: The associations of sarcopenia defined in terms of muscle mass and sarcopenic obesity with metabolic syndrome were statistically significant in both men and women. Therefore, sarcopenia and sarcopenic obesity must be considered as part of the community-based management of non-communicable diseases.

• 대한지역사회영양학회지
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• 제12권4호
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• pp.477-488
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• 2007

Prevalence of an obese population has been increasing in Korea. Obesity is considered a major risk factor for chronic degenerative diseases. Specifically, prevalence of obesity is prominent for adult woman in Korea. In many weight control programs, weight change did not often show any beneficial effects for health. These facts discourage people in the program. Thus in this study, the anthropometry, blood pressure, serum biochemical indices and dietary habits were compared by percent body fat change for adult women to show the beneficial effects of the weight control program. Study subjects were 134. Measurements were done before and after the weight control program. Percent Body Fat (PBF) was measured by bioelectrical impedance analysis. Using PBF changes, subjects were grouped as I (more than 1% increase), M (${\pm}1%$ change), and D (more than 1% decrease). Data were analyzed using SPSS 12.0 program. Among the 134 participants, 13 increased their weight and 100 decreased. For PBF, 19 increased and 59 decreased. Statistical significant differences were shown for anthropometric assessments before and after for all weight, fat mass, percent body fat, waist-hip ratio and body mass index. I had increases, and D shows decreases. But the difference of D is large than M. Systolic and diastolic blood pressures decreased in all groups (p < 0.05). Fasting blood glucose decreased in all groups but were statistically significant only in D. Also triglyceride decreased in D (p < 0.05). Thus health conditions showed desirable changes in I < M < D in order. Dietary habit changes were desirable with only D. Weight, BMI and other indicators for obesity is not the real indicator for PBF. Recently it is easy to measure PBF. Thus, for weight control programs and to show benefits of the program, PBF is a good indicator for adult women in Korea.

• 한국식품영양학회지
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• 제22권4호
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• pp.650-661
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• 2009

In this study, 230 female college students in Seoul area were surveyed to evaluate their eating habits and behavior, physical activities, and patterns of purchasing diet/low-calorie food. Their body composition was also determined using bioelectrical impedance(Inbody 520). The subjects were divided into two groups according to their BMI index with a mean BMI of 20.2$\pm$1.5(normal) weight and 25.0$\pm$1.7(obesity). Overall, 85.7% of the subjects reported that the food they purchase depends more on their preferences than the nutritional value of the food. When the two groups were compared there was no significant difference in the frequency or experience of purchasing diet-foods. Indeed, 69.3% of all female college students had purchased diet foods, and most consumed these foods 2~3 times a week. Obese group preferred a savory taste, while normal group preferred a sweet taste. The majority of the subjects(80.8%) answered that they "read nutritional labels carefully upon purchasing diet food", and that they examined calories(61.8%) and total fat(48.5%) most carefully. Of the types of low-calorie/diet foods purchased, beverages were the most commonly obtained; followed by noodles, diet-bars, and snacks. The most commonly purchased low calorie snacks were "potato-type C(hot-flavor)" and "potato-type A(salty-flavor)", while the most commonly purchased diet-bars were "low calorie-type A"(55.3%) and "high protein-bar"(32.3%). The most commonly purchased noodles were "thick noodle type"(65.1%), while the most commonly purchased drinks were "cereal tea"(65.1%) and "mixed herb tea"(66.0%). Overall, factors such as self-esteem or the degree of body satisfaction, rather than obesity(BMI index) itself, were significantly correlated with the frequency of purchasing diet-foods.