Epidemiology and Health

Volume 46; 2024

Original Article

Genetic associations and parent-of-origin effects of PVRL1 in nonsyndromic cleft lip with or without cleft palate across multiple ethnic populations: Ji Wan Park, Geon Kang, Seung-Hak Baek, Young Ho Kim; Epidemiol Health. 2024;46:e2024069. Published online August 9, 2024; DOI: https://doi.org/10.4178/epih.e2024069

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Abstract PDF: Abstract
OBJECTIVES
This study investigated the associations of PVRL1 gene variants with nonsyndromic cleft lip with or without cleft palate (NSCL/P) by evaluating transmission distortion and parent-of-origin (POO) effects in multiple ethnic populations.
METHODS
We conducted allelic and genotypic transmission disequilibrium tests (TDT) on 10 single-nucleotide variants (SNVs) in PVRL1 using data from 142 Korean families with an affected child. POO effects were analyzed using the POO likelihood ratio test, comparing transmission rates of maternally and paternally inherited alleles. To assess generalizability and ethnic heterogeneity, we compared results from Korean families with data from the Center for Craniofacial and Dental Genetics, which included 2,226 individuals from 497 European and 245 Asian trios.
RESULTS
TDT analysis identified significant over-transmission of the rs7940667 (G361V) C allele in Korean families (p=0.007), a finding replicated in both Asian (p=6.5x10-7) and European families (p=1.6x10-10). Eight SNVs showed strong TDT evidence in larger Asian and European datasets after multiple comparison corrections (p<0.007). Of these, 4 SNVs (rs7940667, rs7103685, rs7129848, and rs4409845) showed particularly robust association (p<5x10-8). POO analysis revealed significant maternal over-transmission of the rs10790330-A allele in Korean families (p=0.044). This finding was replicated in European families (p=9.010-4). Additionally, 3 other SNVs, rs7129848 (p=0.001) and the linked SNVs rs3935406 and rs10892434 (p=0.025), exhibited maternal over-transmission in the validation datasets.
CONCLUSIONS
Our findings provide robust evidence supporting the associations of PVRL1 variants with NSCL/P susceptibility. Further research is necessary to explore the potential clinical applications of these findings.; Summary

Brief Communication

Timely access to secondary pediatric services in Korea: a key to reducing child and adolescent mortality: Minku Kang, Young June Choe, Hye Sook Min, Saerom Kim, Seung-Ah Choe; Epidemiol Health. 2024;46:e2024059. Published online July 5, 2024; DOI: https://doi.org/10.4178/epih.e2024059

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Abstract Summary PDF: Abstract
OBJECTIVES
Geographic disparities in access to secondary pediatric care remain a significant issue in countries with universal health coverage, including Korea. This study investigated the link between geographic access to secondary pediatric care and mortality rates in children and adolescents (0-19 years) in Korea.
METHODS
We analyzed district-level data to assess the percentage of those aged 0-19 years residing outside of a 60-minute travel radius from the nearest secondary pediatric care provider (accessibility vulnerability index, AVI).
RESULTS
The AVI ranged from 0% to 100% across the districts for the study period. The confidence interval (CI) was -0.30 (95% CI, -0.41 to -0.19) in 2017 and -0.41 (95% CI, -0.52 to -0.30) in 2021, indicating that the proportion of those who could not access care within 60 minutes was disproportionately higher in districts with lower socioeconomic status. We found 8% rise in mortality rates among individuals aged 0-19 years for every 10% increase in AVI (95% CI, 1.06 to 1.10).
CONCLUSIONS
The study highlights disparities in pediatric care access and their impact on child survival, emphasizing the need for improved access to achieve true universal health coverage.; Summary

Korean summary
본 연구는 한국에서 소아 의료 서비스에 대한 지리적 접근성과 아동 사망률 사이의 연관성을 조사하여, 특히 COVID-19 대유행 기간 동안 접근성 제한이 높은 사망률과 관련이 있음을 발견하였다. 이 연구는 아동 및 청소년의 예방 가능한 사망률에 대한 지역 격차를 줄이기 위해 시기적절한 치료 접근성을 개선해야 할 필요성을 강조하였다.

Key Message
The study investigated the link between geographic access to pediatric services and child mortality in South Korea, finding that limited access, particularly during the COVID-19 pandemic, was associated with higher mortality. The research highlights the need for improved access to timely care to reduce regional disparities in preventable deaths among children and adolescents.

Cohort Profile

Cohort profile: the Taiwan Initiative for Geriatric Epidemiological Research - a prospective cohort study on cognition: Pei-Iun Hsieh, Te-Hsuan Huang, Jeng-Min Chiou, Jen-Hau Chen, Yen-Ching Chen; Epidemiol Health. 2024;46:e2024057. Published online June 25, 2024; DOI: https://doi.org/10.4178/epih.e2024057

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Abstract Summary PDF: Abstract
The Taiwan Initiative for Geriatric Epidemiological Research (TIGER) was founded in 2011 to elucidate the interrelationships among various predictors of global and domain-specific cognitive impairment, with the aim of identifying older adults with an increased risk of dementia in the preclinical phase. TIGER, a population-based prospective cohort, recruited 605 and 629 (total of 1,234) older adults (aged 65 and above) at baseline (2011-2013 and 2019-2022) of phase I and II, respectively. Participants have undergone structured questionnaires, global and domain-specific cognitive assessments, physical exams, and biological specimen collections at baseline and biennial follow-ups to date. By 2022, TIGER I has included 4 biennial follow-ups, with the participants comprising 53.9% female and having a mean age of 73.2 years at baseline. After an 8-year follow-up, the annual attrition rate was 6.1%, reflecting a combination of 9.9% of participants who passed away and 36.2% who dropped out. TIGER has published novel and multidisciplinary research on cognitive-related outcomes in older adults, including environmental exposures (indoor and ambient air pollution), multimorbidity, sarcopenia, frailty, biomarkers (brain and retinal images, renal and inflammatory markers), and diet. TIGER’s meticulous design, multidisciplinary data, and novel findings elucidate the complex etiology of cognitive impairment and frailty, offering valuable insights into factors that can be used to predict and prevent dementia in the preclinical phase.; Summary

Key Message
1. The Taiwan Initiative for Geriatric Epidemiological Research (TIGER), established in 2001, aims to fill the knowledge gap regarding the longitudinal associations between environmental exposure, clinical factors, and performance in global and cognitive domains. 2. TIGER has made significant findings in various aspects, including the effects of exposure to low-level air pollutants, indoor air quality, clinical factors (brain and retinal images, dental health), nutrition, and biomarkers on cognition over time. 3. TIGER's multidisciplinary data and advanced analysis elucidate the predictors of cognitive impairment, identifying older adults at increased risk of dementia in the preclinical phase for early prevention and intervention.

Original Article

Inequality in dental flossing behavior among Korean adults based on household income levels: Zi-Lan Wang, Eun-Jae Choi, Seung-Hee Ryu, Seon-Jip Kim, Hyun-Jae Cho; Epidemiol Health. 2024;46:e2024052. Published online May 24, 2024; DOI: https://doi.org/10.4178/epih.e2024052

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Abstract Summary PDF: Abstract
OBJECTIVES
The aim of this study was to estimate the association between household income and dental flossing.
METHODS
This cross-sectional study investigated the impact of household income on flossing among 9,391 adults aged 30+ with ≥20 natural teeth, utilizing data from the seventh Korea National Health and Nutrition Examination Survey (2016-2018). Outcome measures included flossing (yes/no), with income categorized into 4 levels: lowest, medium to low, medium to high, and highest. Logistic regression, adjusted for age, gender, brushing frequency, recent dental exams, periodontitis, smoking, and alcohol use, was employed to evaluate the influence of socioeconomic status on oral hygiene practices.
RESULTS
In the highest income group, flossing was 62.6% more prevalent than in the lowest income group (adjusted odds ratio [aOR], 1.63; 95% CI, 1.27 to 2.08). The strongest association between income levels and flossing was observed in individuals aged ≥70 years (aOR, 3.64; 95% CI, 1.86 to 7.11), with a decreasing strength of association in the 60s (aOR, 1.72; 95% CI, 1.05 to 2.84) and 50s age groups (aOR, 1.69; 95% CI, 1.07 to 2.68). Higher-income women demonstrated a higher frequency of flossing than their lower-income counterparts (aOR, 1.67; 95% CI, 1.24 to 2.23). Higher-income individuals without periodontitis were more likely to floss (aOR, 1.64; 95% CI, 1.23 to 2.18), and among those with periodontitis, flossing was significantly associated only with the highest income category (aOR, 1.64; 95% CI, 1.10 to 2.44).
CONCLUSIONS
The findings of this study indicate a significant correlation between higher household income levels and an increased prevalence of flossing.; Summary

Korean summary
이 연구는 치실 사용이 개인의 건강행동 습관뿐만 아니라 사회경제적 지위에 의해 크게 영향을 받는다는 점을 강조합니다. 높은 소득층이 치실을 더 자주 사용하는 경향이 있으며, 이는 교육 수준과 건강 문해력, 경제적 여유와 관련이 있습니다. 공중보건 계획에서 경제적 요인을 고려하고, 치과 위생 교육과 제품 접근성을 개선해야 합니다.

Key Message
This study highlights that the use of dental floss is significantly influenced not only by personal health behavior habits but also by socioeconomic status. Individuals in higher income classes tend to use dental floss more frequently, which is associated with higher levels of education, health literacy, and economic resources. Public health planning should take economic factors into account and focus on improving dental hygiene education and access to dental care products.

Methods

Expansion of a food composition database for the food frequency questionnaire in the Korean Genome and Epidemiology Study (KoGES): a comprehensive database of dietary antioxidants and total antioxidant capacity: Jiseon Lee, Ji-Sook Kong, Hye Won Woo, Mi Kyung Kim; Epidemiol Health. 2024;46:e2024050. Published online May 10, 2024; DOI: https://doi.org/10.4178/epih.e2024050

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Abstract Summary PDF: Abstract
OBJECTIVES
This study constructed a comprehensive database of dietary antioxidants and total antioxidant capacity (TAC) to facilitate the estimation of daily antioxidant intake using a food frequency questionnaire (FFQ). This database was applied to 3 general population-based cohorts (n=195,961) within the Korean Genome and Epidemiology Study (KoGES).
METHODS
To establish a database of 412 foods derived from recipes of a 106-item FFQ, we followed a pre-established standardized protocol. This included the selection of source databases, matching of foods, substitution of unmatched items with identical foods and input of values, and assessment of coverage. For each food, the TAC was estimated by summing the individual antioxidant capacities, calculated by multiplying the amount of each antioxidant by its vitamin C equivalent antioxidant capacity.
RESULTS
We identified 48 antioxidants across 5 classes: retinol, carotenoids, vitamins C and E, and flavonoids, with flavonoids divided into 7 subclasses. TAC values were then established. Coverage exceeded 90.0% for retinol, carotenoids, vitamin C, and vitamin E, while coverage for flavonoids was 60.9%. The daily intakes of 4 antioxidant classes—all but vitamin E—were higher in women than in men. The Ansan-Ansung cohort exhibited the highest levels of dietary TAC, vitamin E, and flavonoids, while the Health Examinees Study cohort displayed the highest values for retinol, carotenoids, and vitamin C.
CONCLUSIONS
We customized a comprehensive antioxidant database for the KoGES FFQ, achieving relatively high coverage. This expansion could support research investigating the impact of dietary antioxidants on the development of chronic diseases targeted by the KoGES.; Summary

Korean summary
본 연구는 한국인유전체역학조사사업(KoGES) 식품섭취빈도조사(FFQ)에 특화된 항산화 데이터베이스를 확장하여 개발한 첫 번째 연구로, 48종의 항산화제와 TAC 값을 포함하여 기존 연구의 부족한 부분을 채웠습니다. 코호트 별로 식이 항산화제 섭취량에서 큰 차이가 나타났으며, 지역사회 기반 코호트에서는 비타민 E와 플라보노이드 섭취가 가장 높았고, 도시 기반 코호트에서는 레티놀, 카로티노이드, 비타민 C 섭취에서 가장 높았습니다. 반면, 농촌 기반 코호트에서는 대부분의 항산화제 섭취량이 가장 낮았습니다. 또한 성별, 연령, 및 교육 수준에 따른 섭취량의 차이도 확인되었으며, 주로 여성, 젊은 연령층, 그리고 교육 수준이 높은 사람들이 더 많은 항산화제를 섭취한 반면, 고령자와 흡연자는 섭취량이 적게 나타났습니다.

Key Message
This study is the first to develop an expanded antioxidant database specifically for the Korean Genome and Epidemiology Study (KoGES) FFQ, addressing a critical gap in research by including a broad range of 48 antioxidants and total antioxidant capacity (TAC). Significant differences in dietary antioxidant intake were observed across different cohorts, with participants in the Ansan and Ansung (ASAS) study consuming the most vitamin E and flavonoids, while those in the Health Examinee (HEXA) study had the highest intake of retinol, carotenoids, and vitamin C. In contrast, the Cardiovascular Disease Association Study (CAVAS) showed the lowest intake of most antioxidants. Demographic differences were also evident, with women, younger individuals, and those with higher education levels consuming more antioxidants, while older adults and smokers consumed less.

Original Article

Association of healthy lifestyle factors with the risk of hypertension, dyslipidemia, and their comorbidity in Korea: results from the Korea National Health and Nutrition Examination Survey 2019-2021: Ji-Sook Kong, Mi Kyung Kim; Epidemiol Health. 2024;46:e2024049. Published online May 1, 2024; DOI: https://doi.org/10.4178/epih.e2024049

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Abstract Summary PDF: Abstract
OBJECTIVES
We investigated the association of individual healthy lifestyle factors (HLFs) and their combined healthy lifestyle score (HLS) with hypertension and/or dyslipidemia.
METHODS
We analyzed data from 10,693 adults aged ≥19 from the 2019 to 2021 Korea National Health and Nutrition Examination Survey. HLS was evaluated based on smoking status, alcohol consumption, body mass index (BMI), diet, and physical activity. Using logistic regression models, we estimated odds ratios (ORs) with 95% confidence intervals (CIs) to evaluate the associations of HLFs and HLS with hypertension, dyslipidemia, and their comorbidity.
RESULTS
The prevalence of hypertension alone, dyslipidemia alone, and their comorbidity was 8.7%, 24.6%, and 15.0%, respectively. Multivariable models showed an inverse association of hypertension (OR, 0.37; 95% CI, 0.30 to 0.46) and dyslipidemia (OR, 0.36; 95% CI, 0.32 to 0.41) with healthy BMI. Hypertension was inversely associated with healthy alcohol consumption (OR, 0.46; 95% CI, 0.35 to 0.61) and diet (OR, 0.79; 95% CI, 0.63 to 0.99), whereas dyslipidemia was inversely associated with non-smoking (OR, 0.51; 95% CI, 0.43 to 0.60). Physical activity was inversely associated with their comorbidity (OR, 0.69; 95% CI, 0.56 to 0.85). Adherence to HLS was associated with significantly lower odds of hypertension (81%), dyslipidemia (66%), and their conditions (89%) (all ptrend<0.001). Stratified analyses consistently showed inverse associations between HLS and hypertension and/or dyslipidemia independently of demographic factors (pinteractions>0.05).
CONCLUSIONS
HLFs were associated with lower risk for hypertension and/or dyslipidemia. Obesity may contribute significantly to the risk of these conditions, while relevant HLFs for individual chronic diseases may vary significantly.; Summary

Korean summary
건강한 생활 습관 요인(HLFs)의 개별 구성 요인들은 고혈압 및 이상지질혈증의 동반 위험과 각각의 상태와 음의 연관성을 보였다. 다양한 HLFs 중에서 BMI 상태가 중요한 요인으로 확인되었지만, 개별 만성 질환에 대한 관련 HLFs는 상당히 다를 수 있다. 또한, 명확한 용량-반응 관계가 관찰되어, 더 HLFs를 준수할수록 고혈압, 이상지질혈증 및 그들의 동반 가능성이 유의미하게 감소하는 것으로 나타났다.

Key Message
Individual components of healthy lifestyle factors (HLFs) were inversely associated with the risk of comorbid hypertension and dyslipidemia, as well as with each condition. Among the various HLFs, BMI status was identified as a significant factor, while relevant HLFs for individual chronic diseases may vary significantly. Additionally, clear dose-response associations were observed, indicating that adherence to more HLFs was significantly associated with decreasing odds of hypertension, dyslipidemia, and their comorbidity.

Cohort Profile

Korea Nurses’ Health Study and the health of reproductive-aged women: a cohort profile: Chiyoung Cha, Heeja Jung, Sue Kim, Jung Eun Lee, Kwang-Pil Ko, Eunyoung Cho, Hyun-Young Park, Joong-Yeon Lim, Bo Mi Song, Sihan Song, Soojin Park, Aram Cho; Epidemiol Health. 2024;46:e2024048. Published online April 30, 2024; DOI: https://doi.org/10.4178/epih.e2024048

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Abstract Summary PDF: Abstract
The Korea Nurses’ Health Study (KNHS) is an ongoing, large-scale, prospective cohort study of women nurses, focusing on the effects of occupational, environmental, and lifestyle factors on the health of women. The first KNHS survey was performed in 2013-2014 (n=20,613). As of December 2023, 11 follow-up surveys have been conducted. Participants who were pregnant were asked to participate in the early pregnancy survey (n=2,179) and postpartum survey after giving birth (n=2,790). The main variables included socio-demographic, work-related, lifestyle, physical, mental, and women’s health factors. Blood, urine, and toenail samples were collected from a participant subgroup of the first survey (n=1,983). The subgroups of the second survey completed a food frequency questionnaire in 2019 (n=300) and 2021 (n=871). In 2020, a subgroup of the first survey answered a coronavirus disease 2019-related survey (n=975). To examine various health-related factors in young adults, new participants were added to the KNHS cohort in the 11th (n=1,000) and 12th (n=1,002) surveys. The KNHS cohort will help identify health and illness determinants in Korean women. Data can be accessed at https://coda.nih.go.kr/frt/index.do.; Summary

Korean summary
한국간호사건강연구(Korea Nurses’ Health Study, KNHS)는 2013년부터 수행되고 있는 대규모 전향적 추적관찰 코호트 연구이다. 본 연구는 질병력, 약물복용력, 임신력, 여성건강, 정신건강(우울, 스트레스, 피로 등), 생활습관(흡연, 음주, 신체활동, 수면 등), 근무특성을 조사하여 여성건강에 장기적으로 미치는 영향을 파악하고 한국 고유의 여성건강 결정요인을 도출하는 것을 목표로 한다.

Key Message
The Korea Nurses' Health Study (KNHS) is a large-scale, prospective cohort study that has been conducted since 2013. It measures various factors affecting reproductive-aged women, including disease history, medication usage, pregnancy, women's health characteristic, mental health (such as depression, stress, and fatigue), lifestyle characteristic (including smoking, drinking, and physical activity, sleep), and work-related characteristics. The study aims to understand the long-term impact on women's health and identify unique determinants of women's health specific to Korea.

Original Articles

Causal effect of serum matrix metalloproteinase levels on venous thromboembolism: a Mendelian randomization study: Deheng Han, Fangcong Yu, Liangrong Zheng; Epidemiol Health. 2024;46:e2024046. Published online April 7, 2024; DOI: https://doi.org/10.4178/epih.e2024046

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
Serum matrix metalloproteinase (MMP) levels are associated with cardiovascular diseases. However, the causal associations between serum levels of specific MMPs and venous thromboembolism (VTE) remain unclear. The present study sought to explore the causal relationship between serum MMP levels and VTE by using the Mendelian randomization (MR) method.
METHODS
In this study 2-sample MR study, the exposure data on serum MMP levels were derived from genome-wide association studies involving 21,758 individuals from 13 cohorts of European descent. The outcome data on VTE, including deep vein thrombosis and pulmonary embolism, were derived from the FinnGen research project. The primary method used was the inverse-variance weighting method. The MR-Egger intercept test and the Cochran Q test were used to evaluate pleiotropy and heterogeneity.
RESULTS
Using the inverse-variance weighting method, higher serum MMP-12 levels were found to be associated with an increased risk of VTE (odds ratio, 1.04; 95% confidence interval, 1.01 to 1.07; p=0.001). Moreover, there was a weak association between the levels of certain MMPs and VTE. Sensitivity analyses revealed no significant heterogeneity and pleiotropy in our study, and the Steiger directionality test did not reveal a significant reverse causation association.
CONCLUSIONS
There is a causal association between MMP-12 levels and VTE, which may have substantial implications for the diagnostic and therapeutic strategies used for VTE.; Summary

Key Message
We found that there is a causal association between matrix metalloproteinase-12 levels and venous thromboembolism. Serum matrix metalloproteinase may have profound implications on the diagnostic andtherapeutic strategies used for venous thromboembolism.

Changes in food sufficiency among Korean adults in urban and rural areas during the COVID-19 pandemic: an analysis of the 7th and 8th Korea National Health and Nutrition Examination Survey: Sarang Jeong, Jin-Young Jeong, Sohyun Park; Epidemiol Health. 2024;46:e2024045. Published online April 16, 2024; DOI: https://doi.org/10.4178/epih.e2024045

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Abstract Summary PDF: Abstract
OBJECTIVES
Understanding changes in food sufficiency within various demographic groups during emergency situations, such as the global coronavirus disease 2019 (COVID-19) pandemic, is crucial in formulating public health policies for future preparedness. This study investigated potential differences between urban and rural residents in food sufficiency trends during the COVID-19 pandemic and examined how these changes varied according to socio-demographic factors.
METHODS
This cross-sectional study analyzed data from 19,724 adults aged 20 years and older, utilizing information from the 7th-8th Korea National Health and Nutrition Examination Survey (2018-2021).
RESULTS
In urban areas, across all subpopulations, food sufficiency improved significantly during the COVID-19 period relative to pre-pandemic levels (p<0.001). However, in rural regions, a significant increase in food sufficiency during the COVID-19 era was observed only among female, with an odds ratio of 1.42 (95% confidence interval, 1.06 to 1.89). Nevertheless, no significant interaction terms were found between region and various socio-demographic factors regarding changes in food sufficiency during the COVID-19 period.
CONCLUSIONS
During the COVID-19 pandemic, food sufficiency among urban residents improved compared to the pre-pandemic era, whereas their rural counterparts saw no such improvement. Additionally, no significant interaction was detected between urban versus rural areas and changes in food sufficiency during the COVID-19 period. These findings indicate the need for targeted food policies to prepare for potential future pandemics, particularly in rural areas, where food sufficiency did not improve.; Summary

Korean summary
- 본 연구는 COVID-19 팬데믹 동안 도시와 농촌 지역의 성인들 사이에서 식품 충분성의 변화를 조사하고, 이 변화를 사회인구학적 요인에 따라 분석하였다.
- 연구 결과, 코로나19 기간 동안 도시 지역의 다양한 인구통계학적 하위 그룹에서 식품 충분성이 크게 증가했으며, 농촌 지역에서는 여성들을 제외하고는 유의미한 변화가 나타나지 않았다.
- 본 연구는 향후 팬데믹 대비를 위한 식품 충분성 정책을 개발할 때 인구통계학적 요인과 지역적 차이를 고려하는 것이 중요하며, 특히 농촌 지역에서의 필요성을 강조한다.

Key Message
- This study examined changes in food sufficiency among adults in urban and rural areas during the COVID-19 pandemic, focusing on socio-demographic factors.
- Findings revealed that food sufficiency significantly increased in urban areas across various demographic subgroups during the COVID-19 period, while rural areas showed no significant overall change, except for an increase among women.
- The study highlights the importance of considering socio-demographic factors and regional differences, particularly the need for targeted food assistance programs in rural areas, for future pandemic preparedness.

Predicting over-the-counter antibiotic use in rural Pune, India, using machine learning methods: Pravin Arun Sawant, Sakshi Shantanu Hiralkar, Yogita Purushottam Hulsurkar, Mugdha Sharad Phutane, Uma Satish Mahajan, Abhay Machindra Kudale; Epidemiol Health. 2024;46:e2024044. Published online April 13, 2024; DOI: https://doi.org/10.4178/epih.e2024044

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Abstract PDF Supplementary Material: Abstract
OBJECTIVES
Over-the-counter (OTC) antibiotic use can cause antibiotic resistance, threatening global public health gains. To counter OTC use, this study used machine learning (ML) methods to identify predictors of OTC antibiotic use in rural Pune, India.
METHODS
The features of OTC antibiotic use were selected using stepwise logistic, lasso, random forest, XGBoost, and Boruta algorithms. Regression and tree-based models with all confirmed and tentatively important features were built to predict the use of OTC antibiotics. Five-fold cross-validation was used to tune the models’ hyperparameters. The final model was selected based on the highest area under the curve (AUROC) with a 95% confidence interval (CI) and the lowest log-loss.
RESULTS
In rural Pune, the prevalence of OTC antibiotic use was 35.9% (95% CI, 31.6 to 40.5). The perception that buying medicines directly from a medicine shop/pharmacy is useful, using antibiotics for eye-related complaints, more household members consuming antibiotics, and longer duration and higher doses of antibiotic consumption in rural blocks and other social groups were confirmed as important features by the Boruta algorithm. The final model was the XGBoost+Boruta model with 7 predictors (AUROC, 0.934; 95% CI, 0.891 to 0.978; log-loss, 0.279) log-loss.
CONCLUSIONS
XGBoost+Boruta, with 7 predictors, was the most accurate model for predicting OTC antibiotic use in rural Pune. Using OTC antibiotics for eye-related complaints, higher consumption of antibiotics and the perception that buying antibiotics directly from a medicine shop/pharmacy is useful were identified as key factors for planning interventions to improve awareness about proper antibiotic use.; Summary

Profiling the socioeconomic characteristics, dietary intake, and health status of Korean older adults for nutrition plan customization: a comparison of principal component, factor, and cluster analyses: Kyungsook Woo, Kirang Kim; Epidemiol Health. 2024;46:e2024043. Published online April 12, 2024; DOI: https://doi.org/10.4178/epih.e2024043

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
This study was conducted to establish profiles of socioeconomic characteristics, dietary intake, and health status among Korean older adults by employing 3 multivariate analysis techniques.
METHODS
Data were obtained from 1,352 adults aged 65 years and older who participated in the 2019 Korea National Health and Nutrition Examination Survey. Principal component analysis (PCA), factor analysis (FA), and cluster analysis (CA) were utilized for profiling, with data preprocessing undertaken to facilitate these approaches.
RESULTS
PCA, FA, and CA yielded similar results, reflecting the high common variance among the variables. PCA identified 4 components, accounting for 71.6% of the accumulated variance. FA revealed 5 factors, displaying a Kaiser-Meyer-Olkin value of 0.51 and explaining 74.3% of the total variance. Finally, CA grouped the participants into 4 clusters (R2=0.465). Both PCA and FA identified dietary intake (energy, protein, carbohydrate, etc.), social support from family (incorporating family structure, number of family numbers, and engagement in social eating), and health status (encompassing oral, physical, and subjective health) as key factors. CA classified Korean older adults into 4 distinct typologies, with significant differences observed in dietary intake, health status, and household income (p<0.01).
CONCLUSIONS
The study utilized PCA, FA, and CA to analyze profiling domains and derive characteristics of older adults in Korea, followed by a comparison of the results. The variables defining the clusters in CA were consistent with those identified by PCA and FA.; Summary

Korean summary
동일한 데이터셋을 사용하여 PCA, FA, CA를 이용한 프로파일링 분석이 한국의 노인들을 특성화하고 분류하기 위해 수행되었습니다. 분석 결과, 세 가지 기법은 한국 노인들의 특성에서 유사한 패턴을 보였습니다.

Key Message
Profiling analysis using PCA, FA, and CA was performed to characterize and classify older adults in Korea on the same dataset. As a result of the analysis, the three techniques showed similar patterns in the characteristics of Korean older adults.

Special Article

Nutrition survey methods and food composition database update of the Korean Genome and Epidemiology Study: Seon-Joo Park, Jieun Lyu, Kyoungho Lee, Hae-Jeung Lee, Hyun-Young Park; Epidemiol Health. 2024;46:e2024042. Published online April 2, 2024; DOI: https://doi.org/10.4178/epih.e2024042

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Abstract Summary PDF Supplementary Material: Abstract
This study presents the nutrition survey methods and the updated food composition database for the Korean Genome and Epidemiology Study (KoGES). The KoGES, which is the largest and longest cohort study in Korea, aims to identify genetic and environmental factors associated with chronic diseases. This study has collected dietary data using a validated semi-quantitative food frequency questionnaire and/or the 24-hour recall method. However, these dietary survey methods use different food composition databases, and their nutritional values are out of date. Therefore, it became necessary to update the food composition database by revising nutrient analysis values to reflect improvements in the performance of food ingredient analysis equipment, revising international values to analysis values of Korean agricultural products, adjusting nutrient units, and adding newly reported nutrients related to chronic diseases. For this purpose, we integrated the different food composition databases used in each nutrition survey, updated 23 nutrients, and expanded 48 new nutrients for 3,648 food items using the latest reliable food composition databases published by national and international institutions. This revised food composition database may help to clarify the relationship between various nutrients and chronic diseases. It could serve as a valuable resource for nutritional, epidemiological, and genomic research and provide a basis for determining public health policies.; Summary

Korean summary
한국인유전체역학조사사업은 우리나라에서 가장 크고 오래된 코호트로 만성질환과 영양과의 관련성을 밝히기 위하여 사용되고 있다. 이 논문에서는 영양조사에 대한 자세한 방법론과 현재 공개하고 있는 23개 영양소의 업데이트 및 48개 새로운 영양소의 확대에 대한 내용을 소개하였다. 이러한 개선을 통해 KoGES 영양 데이터의 활용도가 더욱 높아질 것으로 기대된다.

Key Message
The Korean Genome and Epidemiology Study (KoGES) is the largest and longest-running cohort study in South Korea aimed at identifying the relationship between chronic diseases and nutrient intake. This paper provides a detailed methods of the nutritional surveys and introduces updates to the existing 23 nutrients and the addition of 48 new nutrients. These enhancements are expected to significantly increase the utility of the KoGES nutritional data.

Original Articles

Association of decreased estimated glomerular filtration rate with lung cancer risk in the Korean population: Soonsu Shin, Min-Ho Kim, Chang-Mo Oh, Hyejin Chun, Eunhee Ha, Hyo Choon Lee, Seong Ho Moon, Dong-Young Lee, Dosang Cho, Sangho Lee, Min Hyung Jung, Jae-Hong Ryoo; Epidemiol Health. 2024;46:e2024041. Published online March 20, 2024; DOI: https://doi.org/10.4178/epih.e2024041

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
Inconsistent results are available regarding the association between low estimated glomerular filtration rate (eGFR) and lung cancer risk. We aimed to explore the risk of lung cancer according to eGFR category in the Korean population.
METHODS
We included 358,293 adults who underwent health checkups between 2009 and 2010, utilizing data from the National Health Insurance Service-National Sample Cohort. Participants were categorized into 3 groups based on their baseline eGFR, as determined using the Chronic Kidney Disease Epidemiology Collaboration equation: group 1 (eGFR ≥90 mL/min/1.73 m2), group 2 (eGFR ≥60 to <90 mL/min/1.73 m2), and group 3 (eGFR <60 mL/min/1.73 m2). Incidences of lung cancer were identified using the corresponding codes from the International Classification of Diseases, 10th revision. Multivariate Cox proportional hazard models were employed to calculate the adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for lung cancer incidence up to 2019.
RESULTS
In multivariate analysis, group 2 exhibited a 26% higher risk of developing lung cancer than group 1 (HR, 1.26; 95% CI, 1.19 to 1.35). Furthermore, group 3 demonstrated a 72% elevated risk of lung cancer relative to group 1 (HR, 1.72; 95% CI, 1.58 to 1.89). Among participants with dipstick proteinuria of 2+ or greater, group 3 faced a significantly higher risk of lung cancer than group 1 (HR, 2.93; 95% CI, 1.37 to 6.24).
CONCLUSIONS
Low eGFR was significantly associated with increased lung cancer risk within the Korean population. A particularly robust association was observed in individuals with severe proteinuria, emphasizing the need for further investigation.; Summary

Korean summary
이번 연구에서는 한국인 인구집단에서 단백뇨와 동반된 낮은 사구체 여과율이 페암의 발생 위험을 증가시켰다. 이는 신장기능의 저하가 폐암의 위험을 증가시킬 수 있음을 시사한다. 신장기능이 저하된 환자들의 면밀한 추적관찰이 필요할 수 있다.

Key Message
Our research found that lower estimated glomerular filtration rate with proteinuria increased the risk of lung cancer in a Korean population. These findings suggest that decreased kidney function may increase the risk of lung cancer, indicating the need for careful observation of patients with impaired kidney function.

Effect of the human papillomavirus vaccine on the risk of genital warts: a nationwide cohort study of Korean adolescent girls: Jaeyoung Cho, Eun Mi Kim, Jihye Kim, Ju-Young Shin, Eui Hyeok Kim, Jong Heon Park, Seunghyun Lewis Kwon, Geun-Yong Kwon, Soon-Ae Shin, Jaiyong Kim; Epidemiol Health. 2024;46:e2024040. Published online March 18, 2024; DOI: https://doi.org/10.4178/epih.e2024040

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
The purpose of this study was to assess the effectiveness of human papillomavirus (HPV) vaccination administered to adolescent girls through Korea’s National Immunization Program.
METHODS
This retrospective cohort study included patients who were 12-13 years old, whether vaccinated or unvaccinated, between July 2016 and December 2017. The incidence of genital warts (GWs) was monitored through 2021. Time-stratified hazard ratios (HRs) were estimated, adjusting for birth year, socioeconomic status, and the level of urbanization of the region, and were presented with 95% confidence intervals (CIs). Data were sourced from the Immunization Registry Integration System, linked with the National Health Information Database.
RESULTS
The study included 332,062 adolescent girls, with an average follow-up period of approximately 4.6 years. Except for the first year, the HRs for the vaccinated group were lower than those for the unvaccinated group. The HRs for specific cut-off years were as follows: year 2, 0.62 (95% CI, 0.31 to 1.13); year 3, 0.58 (95% CI, 0.35 to 0.96); and year 4 and beyond, 0.39 (95% CI, 0.28 to 0.52).
CONCLUSIONS
Our findings indicate that HPV vaccination was associated with a reduction in the risk of GWs among adolescent girls. Notably, this reduction became significant as the incidence of GWs increased with age.; Summary

Korean summary
이 연구는 후향적 코호트 연구로써, HPV 예방접종이 한국의 여자 청소년에서 생식기사마귀 질환의 위험을 감소시키는 것과 연관성이 있다는 것을 보여주었다. 따라서 단기적으로 한국의 국가예방접종 사업은 생식기사마귀 질환에 있어 효과가 있었다고 볼 수 있다. 향후에는 전암성 병변 또는 암 등과 같은 심각한 질환에 대한 백신의 영향을 확인할 필요가 있다.

Key Message
In this retrospective cohort study, our results demonstrated that HPV vaccination is associated with a reduction in the risk of GWs among adolescent girls. In the short term, the NIP of Korea can be considered effective in providing protection against GWs. Future studies need to analyze the impact of vaccines on more serious diseases such as precancerous lesions or cancer.

Unraveling trends in schistosomiasis: deep learning insights into national control programs in China: Qing Su, Cici Xi Chen Bauer, Robert Bergquist, Zhiguo Cao, Fenghua Gao, Zhijie Zhang, Yi Hu; Epidemiol Health. 2024;46:e2024039. Published online March 13, 2024; DOI: https://doi.org/10.4178/epih.e2024039

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
To achieve the ambitious goal of eliminating schistosome infections, the Chinese government has implemented diverse control strategies. This study explored the progress of the 2 most recent national schistosomiasis control programs in an endemic area along the Yangtze River in China.
METHODS
We obtained village-level parasitological data from cross-sectional surveys combined with environmental data in Anhui Province, China from 1997 to 2015. A convolutional neural network (CNN) based on a hierarchical integro-difference equation (IDE) framework (i.e., CNN-IDE) was used to model spatio-temporal variations in schistosomiasis. Two traditional models were also constructed for comparison with 2 evaluation indicators: the mean-squared prediction error (MSPE) and continuous ranked probability score (CRPS).
RESULTS
The CNN-IDE model was the optimal model, with the lowest overall average MSPE of 0.04 and the CRPS of 0.19. From 1997 to 2011, the prevalence exhibited a notable trend: it increased steadily until peaking at 1.6 per 1,000 in 2005, then gradually declined, stabilizing at a lower rate of approximately 0.6 per 1,000 in 2006, and approaching zero by 2011. During this period, noticeable geographic disparities in schistosomiasis prevalence were observed; high-risk areas were initially dispersed, followed by contraction. Predictions for the period 2012 to 2015 demonstrated a consistent and uniform decrease.
CONCLUSIONS
The proposed CNN-IDE model captured the intricate and evolving dynamics of schistosomiasis prevalence, offering a promising alternative for future risk modeling of the disease. The comprehensive strategy is expected to help diminish schistosomiasis infection, emphasizing the necessity to continue implementing this strategy.; Summary

Key Message
Our research found that CNN-IDE model effectively captured the complex dynamic process of schistosomiasis prevalence. The comprehensive strategy is expected to help diminish schistosomiasis infection.

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