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Original Articles
Prediction of the 10-year risk of atherosclerotic cardiovascular disease in the Korean population
Sangwoo Park, Yong-Giun Kim, Soe Hee Ann, Young-Rak Cho, Shin-Jae Kim, Seungbong Han, Gyung-Min Park
Epidemiol Health. 2023;45:e2023052.   Published online May 12, 2023
DOI: https://doi.org/10.4178/epih.e2023052
  • 8,206 View
  • 278 Download
AbstractAbstract AbstractSummary PDFSupplementary Material
Abstract
OBJECTIVES
Proper risk assessment is important for the primary prevention of atherosclerotic cardiovascular disease (ASCVD). However, no validated risk prediction tools are currently in use in Korea. This study sought to develop a 10-year risk prediction model for incident ASCVD.
METHODS
Using the National Sample Cohort of Korea, 325,934 subjects aged 20-80 years without previous ASCVD were enrolled. ASCVD was defined as a composite of cardiovascular death, myocardial infarction, and stroke. The Korean atherosclerotic cardiovas cular disease risk prediction (K-CVD) model was developed separately for men and women using the development dataset and validated in the validation dataset. Furthermore, the model performance was compared with the Framingham risk score (FRS) and pooled cohort equation (PCE).
RESULTS
Over 10 years of follow-up, 4,367 ASCVD events occurred in the overall population. The predictors of ASCVD included in the model were age, smoking status, diabetes, systolic blood pressure, lipid profiles, urine protein, and lipid-lowering and blood pressure-lowering treatment. The K-CVD model had good discrimination and strong calibration in the validation dataset (time-dependent area under the curve=0.846; 95% confidence interval, 0.828 to 0.864; calibration χ<sup>2</sup>=4.73, goodness-of-fit p=0.32). Compared with our model, both FRS and PCE showed worse calibration, overestimating ASCVD risk in the Korean population.
CONCLUSIONS
Through a nationwide cohort, we developed a model for 10-year ASCVD risk prediction in a contemporary Korean population. The K-CVD model showed excellent discrimination and calibration in Koreans. This population-based risk prediction tool would help to appropriately identify high-risk individuals and provide preventive interventions in the Korean population.
Summary
Korean summary
국민건강보험공단 표본 코호트를 이용하여, 한국인 인구에서 10년 죽상경화성 심혈관질환 위험 예측 (K-CVD) 모델을 개발하였다. 한국인 인구집단을 기반으로 개발된 K-CVD 모델은 한국 인구집단에서 판별력과 교정력 측면에서 우수한 성능을 보여주었다. K-CVD 모델은 한국인 집단에서 심혈관질환의 고위험군을 적절하게 식별하고, 예방적 중재를 시행하는데 있어 도움이 될 것으로 생각된다.
Key Message
Using a nationwide cohort, the Korean ASCVD risk prediction (K-CVD) model was developed for 10-year ASCVD risk prediction. The K-CVD model showed excellent discrimination and calibration in a contemporary Korean population. This population-based risk prediction tool would help to appropriately identify high-risk individuals and provide preventive interventions in the Korean population.
The classification capability of the Asia Pacific Colorectal Screening score in Korea: an analysis of the Cancer Screenee Cohort
Xuan Quy Luu, Kyeongmin Lee, Jeongseon Kim, Dae Kyung Sohn, Aesun Shin, Kui Son Choi
Epidemiol Health. 2021;43:e2021069.   Published online September 16, 2021
DOI: https://doi.org/10.4178/epih.e2021069
  • 11,020 View
  • 224 Download
  • 6 Web of Science
  • 8 Crossref
AbstractAbstract AbstractSummary PDFSupplementary Material
Abstract
OBJECTIVES
This study aimed to validate a simple risk assessment tool for estimating the advanced colorectal neoplasia (ACN) risk at colonoscopy screenings and potential factors relevant for implementing this tool in the Korean population.
METHODS
Our study analyzed data from the Cancer Screenee Cohort Study conducted by the National Cancer Center in Korea. The risk level was assessed using the Asia Pacific Colorectal Screening (APCS) score developed by the Asia-Pacific Working Group on Colorectal Cancer. Logistic regression models were used to examine the associations between colorectal-related outcomes and the risk level by APCS score. The discriminatory performance of the APCS score for various colorectal-related outcomes was assessed using C-statistics.
RESULTS
In 12,520 individuals, 317 ACN cases and 4,528 adenoma cases were found. The APCS tool successfully classified the study population into different risk groups, and significant differences in the ACN rate and other outcomes were observed. The APCS score demonstrated acceptable discrimination capability with area under the curve values ranging from 0.62 to 0.65 for various outcomes. The results of the multivariate logistic regression model revealed that the high-risk group had a 3.1-fold higher risk of ACN (95% confidence interval, 2.08 to 4.67) than the average-risk group. Body mass index (BMI) was identified as a significant predictor of ACN in both multivariate and subgroup analyses.
CONCLUSIONS
Our study highlighted significant differences in colorectal-related screening outcomes by colorectal risk level measured using the APCS score, and BMI could be used to improve the discriminatory capability of the APCS score.
Summary
Korean summary
검진의 위해성을 줄이면서 동시에 이득을 최대화할 수 있는 최적의 검진 프로그램은 암 발생 위험도를 고려하는 것이다. 이 연구는 Asia-Pacific Working Group on Colorectal Cancer에서 제안한 “Asia Pacific Colorectal Screening Score (APCS)”가 한국인에서 대장암 발생 위험도를 선별적으로 잘 구분해 낼 수 있음을 보여주었다. 나아가 대장암의 위험도 점수를 산출하는데 체질량지수가 중요한 예측 변수라는 것을 확인하였고, 한국인에서 대장암 발생 위험도의 변별력을 향상시키기 위해 기존의 APCS에 체질량지수를 추가할 것을 제안하였다.
Key Message
This study highlighted that the Asia Pacific Colorectal Screening Score by the Asia-Pacific Working Group on Colorectal Cancer could successfully classify Korean screenees into different risk groups with acceptable discriminatory capability. Furthermore, our study results also suggest that BMI is a significant predictor of colorectal-related health outcomes, which could be potentially added to the original APCS score for improving its discriminatory power.

Citations

Citations to this article as recorded by  
  • Performance of the Asia–Pacific Colorectal Screening score in stratifying the risk of advanced colorectal neoplasia: A meta‐analysis and systematic review
    Mai Ngoc Luu, Nhi Ai Trinh, Truc Le Thanh Tran, Thinh Phuong Dang, Toru Hiyama, Duc Trong Quach
    Journal of Gastroenterology and Hepatology.2024; 39(6): 1000.     CrossRef
  • Developing a Nomogram for Predicting Colorectal Cancer and Its Precancerous Lesions Based on Data from Three Non-Invasive Screening Tools, APCS, FIT, and sDNA
    Yuan Ze, Hui-Ming Tu, Yuan-Yuan Zhao, Lin Zhang
    Journal of Multidisciplinary Healthcare.2024; Volume 17: 2891.     CrossRef
  • Predicting the risk of colorectal cancer among diabetes patients using a random survival forest-guided approach
    Sarah Tsz Yui Yau, Chi Tim Hung, Eman Yee Man Leung, Ka Chun Chong, Albert Lee, Eng Kiong Yeoh
    Frontiers in Oncology.2024;[Epub]     CrossRef
  • A Comparison of Single and Combined Schemes of Asia-Pacific Colorectal Screening, Faecal Immunochemical and Stool Deoxyribonucleic Acid Testing for Community Colorectal Cancer Screening
    Yuan Ze, Huiming Tu, Lin Zhang, Yu Bai, Yilin Ren, Xin Chen, Yuzheng Xue, Renjuan Sun, Yuling Yang, Jie Yang, Xuan Zhou, Li Liu
    Journal of Multidisciplinary Healthcare.2023; Volume 16: 571.     CrossRef
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    碗宜 张
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  • From Algorithms to Clinical Utility: A Systematic Review of Individualized Risk Prediction Models for Colorectal Cancer
    Deborah Jael Herrera, Wessel van de Veerdonk, Daiane Maria Seibert, Moges Muluneh Boke, Claudia Gutiérrez-Ortiz, Nigus Bililign Yimer, Karen Feyen, Allegra Ferrari, Guido Van Hal
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  • Socioeconomic inequality in organized and opportunistic screening for colorectal cancer: results from the Korean National Cancer Screening Survey, 2009-2021
    Xuan Quy Luu, Kyeongmin Lee, Jae Kwan Jun, Mina Suh, Kui Son Choi
    Epidemiology and Health.2023; 45: e2023086.     CrossRef
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    Cancer Causes & Control.2022; 33(5): 653.     CrossRef
Editorial
Lessons from radiation epidemiology
Won Jin Lee
Epidemiol Health. 2018;40:e2018057.   Published online November 14, 2018
DOI: https://doi.org/10.4178/epih.e2018057
  • 16,036 View
  • 159 Download
  • 5 Web of Science
  • 6 Crossref
AbstractAbstract AbstractSummary PDFSupplementary Material
Abstract
Radiation epidemiology has developed as a specialized field and has unique characteristics compared to the other fields of epidemiology. Radiation exposure assessment is highly quantified and health risk assessment can yield precise risks per unit dose in each organ. At the same time, radiation epidemiology also emphasizes the uncertainty of the estimated doses and risks. More radiation epidemiologists work in radiation societies rather than those of epidemiology. This specialization deepens the research of radiation studies but also results in fragmentation from general epidemiology. In addition to continued involvement with radiation-related sciences, therefore, more efforts to communicate with the other fields of epidemiology are necessary for radiation epidemiology.
Summary
Korean summary
방사선 역학은 역학의 세부 전공분야로서 다른 역학 분야와 구별되는 특성들이 있다. 노출 및 건강영향 평가에서의 정량화된 접근방법을 비롯하여 방사선 역학의 많은 장점들은 다른 역학분야에서도 응용될 필요가 있다. 이러한 전문화는 역학 연구의 내용을 깊게 발전시키는데 큰 역할을 하고 있는 반면, 일반 역학 분야와 분열되는 단점도 있다. 따라서 기존 방사선 관련 학문들과의 지속적인 교류뿐 아니라 다른 역학분야와의 활발한 교류를 통해 방사선 역학 및 전체 역학분야를 발전시키는 것이 중요하다.

Citations

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    Riccardo Quaranta, Gian Marco Ludovici, Luca Romano, Guglielmo Manenti, Andrea Malizia
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Review
Road dust and its effect on human health: a literature review
Raihan K. Khan, Mark A. Strand
Epidemiol Health. 2018;40:e2018013.   Published online April 10, 2018
DOI: https://doi.org/10.4178/epih.e2018013
  • 29,501 View
  • 531 Download
  • 108 Web of Science
  • 108 Crossref
AbstractAbstract PDF
Abstract
The purpose of this study was to determine the effects of road dust on human health. A PubMed search was used to extract references that included the words “road dust” and “health” or “fugitive dust” and “health” in the title or abstract. A total of 46 references were extracted and selected for review after the primary screening of 949 articles. The respiratory system was found to be the most affected system in the human body. Lead, platinum-group elements (platinum, rhodium, and bohrium), aluminum, zinc, vanadium, and polycyclic aromatic hydrocarbons were the components of road dust that were most frequently referenced in the articles reviewed. Road dust was found to have harmful effects on the human body, especially on the respiratory system. To determine the complex mechanism of action of various components of road dust on the human body and the results thereof, the authors recommend a further meta-analysis and extensive risk-assessment research into the health impacts of dust exposure.
Summary

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Perspective
An opposing view on including high school students in a latent tuberculosis infection control program in Korea
Jong-Myon Bae
Epidemiol Health. 2017;39:e2017015.   Published online March 31, 2017
DOI: https://doi.org/10.4178/epih.e2017015
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AbstractAbstract AbstractSummary PDFSupplementary Material
Abstract
The Korea Centers for Diseases Control and Prevention (KCDC) has announced a control program against latent <i>Mycobacterium tuberculosis</i> infection (LTBI), for a “TB-safe country” this year with the goal of a “TB-free Korea” by 2025. The program includes high school students as one target group; however, some school health teachers and parents have expressed their opposition to this. The 2015 World Health Organization guidelines do not recommend inclusion of asymptomatic high school students in LTBI control programs. Based on this guideline, the KCDC should consider excluding this population from the program.
Summary
Korean summary
질병관리본부는 결핵안심국가를 만들기 위하여 고등학교 1학년생을 포함한 잠복결핵감염 검사사업을 2017년 추진하기로 공고하였다. 그러나 2015년에 발표된 WHO 지침에 따르면 해당 대상자들은 검사대상자로 제시되어 있지않다. 근거중심의 보건정책 추진을 위해서 사업 대상 선정을 재검토할 필요가 있다.

Citations

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