• 제목/요약/키워드: Healthy Koreans

검색결과 242건 처리시간 0.024초

Metabolic Syndrome Prediction Using Machine Learning Models with Genetic and Clinical Information from a Nonobese Healthy Population

  • Choe, Eun Kyung;Rhee, Hwanseok;Lee, Seungjae;Shin, Eunsoon;Oh, Seung-Won;Lee, Jong-Eun;Choi, Seung Ho
    • Genomics & Informatics
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    • 제16권4호
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    • pp.31.1-31.7
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    • 2018
  • The prevalence of metabolic syndrome (MS) in the nonobese population is not low. However, the identification and risk mitigation of MS are not easy in this population. We aimed to develop an MS prediction model using genetic and clinical factors of nonobese Koreans through machine learning methods. A prediction model for MS was designed for a nonobese population using clinical and genetic polymorphism information with five machine learning algorithms, including naïve Bayes classification (NB). The analysis was performed in two stages (training and test sets). Model A was designed with only clinical information (age, sex, body mass index, smoking status, alcohol consumption status, and exercise status), and for model B, genetic information (for 10 polymorphisms) was added to model A. Of the 7,502 nonobese participants, 647 (8.6%) had MS. In the test set analysis, for the maximum sensitivity criterion, NB showed the highest sensitivity: 0.38 for model A and 0.42 for model B. The specificity of NB was 0.79 for model A and 0.80 for model B. In a comparison of the performances of models A and B by NB, model B (area under the receiver operating characteristic curve [AUC] = 0.69, clinical and genetic information input) showed better performance than model A (AUC = 0.65, clinical information only input). We designed a prediction model for MS in a nonobese population using clinical and genetic information. With this model, we might convince nonobese MS individuals to undergo health checks and adopt behaviors associated with a preventive lifestyle.

Comparison of Saponin Content and Antioxidant Effect depending on the Processing Method of Codonopsis lanceolata

  • Kim, Eun Young;Jeon, Jeong Wook;Hyun, Kyung-Yae
    • 대한의생명과학회지
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    • 제27권4호
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    • pp.291-297
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    • 2021
  • Codonopsis lanceolata, called deodeok in Korean, has been verified for various effects, including anti-aging and anti-inflammatory effects and insomnia improvement, and is one of the healthy foods that Koreans enjoy eating. In this study, the saponin content, lansemaside A content, and total saponin content of deodeok were analyzed using high-pressure sterilization and solid fermentation by mixed lactic acid bacteria. The antioxidant effect was compared to determine improved processing methods of deodeok. The lansemaside A content of deodeok samples depending on the preprocessing methods was analyzed: 2,594.10 mg/kg for dried deodeok, 2,100.93 mg/kg for steamed deodeok, and 1,151.31mg/kg for fermented deodeok. The total saponin content was found to be 7,209 mg/kg for dried deodeok and 8,605 mg/kg for steamed deodeok, showing a high saponin content. The total polyphenol content was highest for dried deodeok, steamed deodeok, and fermented deodeok. As for the antioxidant effect, it was analyzed that the effect of dried deodeok was the highest, followed by steamed deodeok and fermented deodeok; Dried deodeok had the highest value in total polyphenol content, not in total saponin content, which is considered to have a positive influence on its antioxidant effect. The content of lansemaside A was the highest for dried deodeok. When fermented deodeok is consumed, more beneficial effects on health can be expected by ingesting it with lactic acid bacteria cultured using saponins and polyphenols. Therefore, this study suggests the possibility of manufacturing products suitable for the needs of consumers, such as the flavor of deodeok, according to the processing methods.

수도권 1인 가구 청년의 식생활 교육 및 지원 사업에 대한 요구도 조사 (Analysis of Needs for Dietary Education and Program among Korean Young Adults of Single-person Household in the Metropolitan Area)

  • 김은경;권용석;이진영;박영희;장희진;김다솔
    • 한국식생활문화학회지
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    • 제37권6호
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    • pp.495-502
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    • 2022
  • This study aimed to investigate the need for dietary education and programs for young Koreans belonging to single-person households in the metropolitan area. A total of 500 young adults aged 19-34 participated in the study through an online survey. Participants responded to questions on general characteristics, dietary problems, and the need for dietary education and programs. The subjects were divided into three groups as follows: Undergraduate students, employed workers, and others. Among the subjects from single-person households, 20.2, 67, and 12.8% were undergraduate students, employed workers, and others, respectively. When asked for their estimation of an appropriate self-pay when participating in a cooking class, 39.8% of total subjects responded '5,000-10,000 won'. The most preferred program for young adults in single-person households was the 'support food package'. For the preferred method of dietary education, undergraduate students showed a greater preference for classes 'at campuses'. However, employed workers and others had a higher preference for 'non-face-to-face online classes'. Undergraduate students tended to generally have a higher preference for dietary education and support programs compared to employed workers and others. This study provides data that will be useful for establishing healthy dietary policies and education programs for young single-person households in Korea.

음악 활동을 통한 청소년 마음 치유 효과 (Adolescent Mind Healing Effect Through Music Activity)

  • 이신영
    • 한국엔터테인먼트산업학회논문지
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    • 제15권8호
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    • pp.443-456
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    • 2021
  • 본 연구는 서울시 소재 청소년들을 대상으로 음악 예술교육이 코로나-19, 사회적 거리두기로 인해 발생된 우울증 및 스트레스 해소에 어느 정도 영향이 있는지를 도출하기 위하여 진행되었다. 이를 위해 서울시 교육청의 협조하에 서울시 소재 초·중·고등학교에 공문을 시행하여 약 1,745여명의 학생들을 대상으로 현황 연구를 실시하였다. 주지하다시피 코로나-19가 지속됨에 따라 특히 청소년들의 우울증과 스트레스가 점점 높아지고 있는 추세이다. 이는 무엇보다 감염의 차단을 위한 대외 활동의 제한이 큰 비중을 차지한다. 그런 이유로 청소년들의 정서의 안정과 자존감 형성을 도모하기 위해서 문화예술교육이 반드시 필요하다. 이에 있어 무엇보다 장르의 특성상 음악 예술교육은 청소년들의 우울증 및 스트레스 해소에 상당히 기여할 수 있음을 본 연구를 통해서 확인할 수 있었다.

한국 음식문화를 기반으로 한 한식 식사패턴 지수의 개발과 검증 (The Development and Validation of the Korean Dietary Pattern Score (KDPS))

  • 이경원;조미숙
    • 한국식생활문화학회지
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    • 제25권6호
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    • pp.652-660
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    • 2010
  • The aim of this study was to develop a KDPS (Korean dietary pattern score) to assess dietary patterns and diet quality of Koreans from a food culture perspective. The KDPS was applied to dietary data collected during the Korean National Health and Nutrition Examination Survey of 2007, and the validity and reliability of the KDPS were evaluated. The targets of the study included 2,278 Korean adults aged 20n89 years. The KDPS was developed using the sum of the scores of 13 components. Each component scored up to 10 points and there was a total of 130 points. The first seven components were for the KSMS (Korean-style meal score) and assessed the dietary balance based on the 3-Chup Bansang daily basic table setting. The components numbered 8 to 13 were for the FGS (food group score), which measured the degree of compliance with the six major food groups based on the Korean recommendation for one serving size of grains, meats, vegetables, fruits, milk, and oils. This KDPS was verified through content validity, concurrent-criterion validity, principal components analysis, and a reliability analysis. The results showed that content validity and construct validity were high. The KDPS developed in this study adhered to the Korean dietary pattern and a healthy diet intake. Furthermore, this study presented an integrated index by scoring the Korean style table setting in addition to evaluating meals from a nutrition perspective. This study can be extended to develop a score for assessing.

Gender differences in the association between food costs and obesity in Korean adults: an analysis of a population-based cohort

  • Soim Park;Jihye Kim
    • Nutrition Research and Practice
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    • 제17권5호
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    • pp.984-996
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    • 2023
  • BACKGROUND/OBJECTIVES: Prior studies, mostly conducted in Western countries, have suggested that the low cost of energy-dense foods is associated with an increased risk of obesity. This study aimed to investigate the association between food costs and obesity risk among Koreans who may have different food cost and dietary patterns than those of Western populations. SUBJECTS/METHODS: We used baseline data from a cohort of 45,193 men and 83,172 women aged 40-79 years (in 2006-2013). Dietary intake information was collected using a validated food frequency questionnaire. Prudent and Western dietary patterns extracted via principal component analysis. Food cost was calculated based on Korean government data and market prices. Logistic regression analyses were performed to investigate the association of daily total, prudent, and Western food cost per calorie with obesity. RESULTS: Men in the highest total food cost quintile had 15% higher odds of obesity, after adjusting for demographic characteristics and lifestyle factors (adjusted odds ratio, 1.15; 95% confidence interval, 1.08-1.22; P-trend < 0.001); however, this association was not clear in women (P-trend = 0.765). While both men and women showed positive associations between prudent food cost and obesity (P-trends < 0.001), the association between Western food cost and obesity was only significant in men (P-trend < 0.001). CONCLUSIONS: In countries in which consumption of Western foods is associated with higher food costs, higher food costs are associated with an increased risk of obesity; however, this association differs between men and women.

근대 이후 상례(喪禮)의 변화에 대한 연구 (A Study on the Changes in Funeral Rituals Since the Modern Period)

  • 이철영
    • 산업진흥연구
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    • 제9권2호
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    • pp.163-174
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    • 2024
  • 본 연구는 사회변화와 의례 변화의 관계성을 분석하고 그 연관성에 의해 유교상례와 현대의례의 차이점을 밝히고자 하는 데 목적이 있다. 또한 시대별 의례의 변화과정을 제도의 변화와 연결하여 살펴보았다. 상례의 시대구분을 전근대기 '유교상례'와 일제강점기를 통한 '근대 상례기' 그리고 1999년 건전가정의례준칙의 시행과 함께 의례 자본에 의한 '현대 상례기'로 구분하여 분석하였다. 의례의 이해는 시대구분을 통해 전통의 계승이라는 논리적 모순에서 벗어나 전근대에서 근대상례, 현대상례로 이어지는 과정을 통해 이해되어야 할 것이다. 본 연구에서는 한국인의 죽음에 대한 인식은 의례의 변화와 지속이라는 관점에서 볼 때 시대상을 반영하여 지속되고 있음을 고찰하는 데 의의가 있다.

한국인 20세부터 24세까지의 중심 각막 두께, 앞방 부피, 앞방 깊이에 대한 상관관계 분석 (Correlation analysis of central corneal thickness, anterior chamber volume, and anterior chamber depth of 20 to 24 Years old population in Korea)

  • 박상열;김덕훈
    • 한국임상보건과학회지
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    • 제12권1호
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    • pp.1654-1659
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    • 2024
  • Purpose: The aim of this study was to determine Correlation analysis of central corneal thickness, anterior chamber volume, and anterior chamber depth in Koreans aged 20 to 24 years using the Pentacam tool. Methods: The subjects of this study were 53 Korean adults with healthy eyes. The central corneal thickness(CCT), anterior chamber volume(ACV), and anterior chamber depth(ACD) was measured with Pentacam device. Data was analyzed by means of the Pearson's correlation cofficient. P-values<0.001 were considered statistically significant. Results: Mean age of subjects was 22.0±2.01 years. The mean +/- central corneal thickness of the right eye and left eye were 546.66±32.221mmg and 545.70±32.759mm, respectively. Also The mean central cornea thickness was 546.19 um in the whole sample. The mean anterior chamber volume the right eye and left eye was 181.66±33.738 mm3 and 180.12±30.84 mm3, respectively. The mean anterior chamber depth was 3.158±0.257 mm and 3.122±0.233 mm in right eye and left eye, respectively. There was a statistically significant difference between anterior camber volume and anterior chamber depth(p<0.001, Pearson's correlation). However there was no statistically significant difference between central cornea thickness and anterior chamber volume. Also there was no statistically significant difference between central cornea thickness and anterior chamber depth. Conclusion: The results of this study could be used as a clinical reference data for diagnosis and treatment of cornea in Korean adolescents.

Association between Blood Mercury and Seafood Consumption in Korean Adults: KoNEHS Cycle 4 (2018~2020)

  • Ji-Eun Oh;Tae-Hyeong Kim;Eun-Hee Lee
    • 대한의생명과학회지
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    • 제30권1호
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    • pp.24-31
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    • 2024
  • Mercury is a chemical pollutant widely present in the environment. Humans are generally exposed to mercury in the form of organic Hg (methylmercury) through the consumption of seafood. Koreans enjoy eating fish therefore blood mercury concentration is usually higher than in developed countries. By investigating blood mercury concentration according to the frequency of seafood consumption and sociodemographic factors, we aimed to identify recent trends in blood mercury concentration in Korean adults. This study was conducted using KoNEHS cycle 4 (2018~2020) from the National Institute Environmental Research Survey. The geometric mean concentration of blood mercury of the subjects was 2.959 (±1.018) ㎍/L, which was significantly higher in men than in women. It was observed that as the frequency of fish and shellfish consumption increased, the blood mercury concentration increased. In adjusted logistic regression, fish consumption was associated with 36.7% increased risk of blood mercury levels [Odds ratio, 1.367; 95% confidence interval (CI), 1.246~1.500], and shellfish consumption was associated with 26.5% increased risk of blood mercury levels [Odds ratio, 1.265; 95% confidence interval (CI), 1.134~1.410]. Blood mercury concentration was also found to increase as the socioeconomic level increased. In conclusion, the geometric mean concentration of blood mercury was increased compared to the one in the 3rd KoNEHS (2015~2017) and seafood consumption and socioeconomic level were still significantly associated with increasing blood mercury concentration in Korea. Therefore, it is necessary to encourage healthy seafood consumption habits and conduct continuous monitoring considering various factors to reduce blood mercury levels.

도시 및 농어촌 거주 노인의 초가공식품 섭취 상태와 당뇨 및 공복혈당장애에 대한 단면연구 (Association of ultra-processed food with diabetes and impaired fasting glucose in elderly populations (urban and rural): a cross-sectional study)

  • 이승재;조미숙
    • 대한지역사회영양학회지
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    • 제29권1호
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    • pp.51-64
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    • 2024
  • Objectives: This study examined the association between ultra-processed food (UPF) consumption and chronic diseases in elderly Koreans. Methods: Data from the 2019-2021 Korea National Health and Nutrition Examination Survey were analyzed. Dietary intake and UPF consumption were assessed using the NOVA food classification based on 24-hour recall data from 3,790 participants (aged 65+ years). Participants were divided into 4 groups based on the quartile of energy intake from UPFs. Regions were classified as urban or rural. Multivariable logistic regression was employed to estimate the adjusted odds ratios (AORs) with 95% confidence intervals (CIs) after controlling for potential confounders. Results: Among the participants, 71.3% resided in urban and 28.7% in rural areas. Compared to the urban elderly, rural participants tended to be older, have lower education and income levels, be more likely to live in single-person households, and have a higher smoking rate (P < 0.05). Urban elderly consumed more UPFs daily (146.1 g) compared to rural residents (126.6 g; P < 0.05). "Sugar-sweetened beverages" were the most consumed category in both regions. "Sweetened milk and its products" and "traditional sauces" were prominent in urban areas, while rural elderly consumed more "traditional sauces" and "distilled alcoholic beverages." Rural areas also had a higher carbohydrate-to-calorie ratio than urban areas. Compared to the lowest quartile of UPF intake, the highest quartile was significantly associated with impaired fasting glucose only in rural areas (AOR, 1.48; 95% CI, 1.00-2.19; P for trend = 0.0014). No significant associations were observed for diabetes in either urban or rural areas. Conclusions: This study suggests that high intake of UPFs is associated with increased odds of impaired fasting glucose in rural elderly. Further research is needed to elucidate the specific negative health effects of UPFs in different populations, and targeted efforts should promote healthy diets in both urban and rural areas.