Epidemiology and Health

Original Articles

Associations between adverse childhood experiences and diabetes among middle-aged and older Chinese: a social-ecological perspective: Siyu Zhu, Leying Hou, Jiaying Ma, Shuting Li, Weidi Sun, Wen Liu, Jiajun Hao, Wenhan Xiao, Siqing Cheng, Dexing Zhang, Dong Zhao, Peige Song; Epidemiol Health. 2023;45:e2023071. Published online August 2, 2023; DOI: https://doi.org/10.4178/epih.e2023071

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
This study examined the associations between adverse childhood experiences (ACEs) and diabetes within a social-ecological framework, incorporating personal and environmental unfavorable conditions during childhood from family, school, and community contexts.
METHODS
Data were obtained from the China Health and Retirement Longitudinal Study (2014 life history survey and 2015 survey), including 9,179 participants aged ≥45 years. ACEs were collected through self-report questionnaires, and participants were categorized based on the number of distinct ACEs experienced (0, 1, 2, 3, or ≥4 ACEs). Diabetes was defined by biomarkers, self-reported diagnosis, and treatment status. Logistic regression was conducted to explore the associations between ACEs and diabetes. Subgroup analyses were conducted by gender, age, and obesity status.
RESULTS
Compared with participants without ACEs, those exposed to any ACE (odds ratio [OR], 1.19; 95% confidence interval [CI], 1.01 to 1.40), 3 ACEs (OR, 1.32; 95% CI, 1.07 to 1.62) and ≥4 ACEs (OR, 1.29; 95% CI, 1.07 to 1.56) had an increased risk of diabetes. For each additional ACE, the risk of diabetes increased by about 5%. Regarding the source of ACEs, those originating from the family (OR, 1.23; 95% CI, 1.08 to 1.41) were associated with diabetes. In terms of specific ACE types, family members with substance abuse (OR, 1.23; 95% CI, 1.01 to 1.52), emotional abuse (OR, 1.28; 95% CI, 1.12 to 1.46), and poor parental relationship (OR, 1.25; 95% CI, 1.09 to 1.43) were associated with diabetes.
CONCLUSIONS
ACEs, particularly those originating from the family, were associated with diabetes. Interventions aimed at preventing and mitigating ACEs are essential for the early prevention of diabetes.; Summary

Key Message
From a social-ecological perspective, this study delineates an association between adverse childhood experiences (ACEs), particularly those originating from the family, and diabetes among middle-aged and older Chinese. Interventions aimed at preventing and mitigating ACEs are essential for the early prevention of diabetes.

Effects of multigrain rice and white rice on periodontitis: an analysis using data from the Korea National Health and Nutrition Examination Survey 2012-2015: Seung-Hee Ryu, Zi-lan Wang, Seon-Jip Kim, Hyun-Jae Cho; Epidemiol Health. 2023;45:e2023063. Published online July 3, 2023; DOI: https://doi.org/10.4178/epih.e2023063

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Abstract Summary PDF: Abstract
OBJECTIVES
Numerous studies have investigated the efficacy of whole grains; however, research on multigrain remains limited. Grains exhibit combined positive effects against various diseases. The purpose of this study was to examine the impact of multigrain and white rice consumption on periodontitis.
METHODS
We analyzed data from the Korea National Health and Nutrition Examination Survey V-3 and VI, collected between 2012 and 2015, which included 12,450 patients (4,859 male and 7,591 female) aged 19-64 years. The World Health Organization’s Community Periodontal Index (CPI) was utilized to assess the presence of periodontitis, with periodontitis defined as a CPI index score of ≥3. Multivariable logistic regression analysis was performed after adjusting for potential confounding variables.
RESULTS
The group that consumed only multigrain rice was less likely to have periodontitis than the group that consumed only white rice (odds ratio [OR], 0.80; 95% confidence interval [CI], 0.69 to 0.93). When stratified by sex, the risk of periodontitis demonstrated a 24% decrease in female who consumed only multigrain rice (OR, 0.76; 95% CI, 0.62 to 0.93). A similar result was observed in the age group of 40-64 years (OR, 0.84; 95% CI, 0.71 to 0.99). In the diabetes stratification model, the normal group that consumed only multigrain rice exhibited a 25% decrease in the odds of periodontitis (OR, 0.75; 95% CI, 0.62 to 0.91).
CONCLUSIONS
Our findings suggest that the prevalence of periodontitis may vary depending on the type of rice consumed.; Summary

Korean summary
본 연구에서는 우리나라의 대규모 자료를 이용하여 쌀 섭취 종류가 치주염 위험에 미치는 영향을 살펴보았다. 우리의 연구 결과는 잡곡밥을 매일 2회 이상 섭취하는 것이 흰쌀밥을 먹는 것보다 치주염 예방에 더 효과적이라는 것을 보여준다. 이러한 결과는 당뇨병이 있는 사람에 비해 건강한 사람, 남성보다는 여성, 40~64세에서 더 큰 예방 효과를 시사한다.

Key Message
In this study, we examined the impact of different types of rice consumption on the risk of periodontitis using large-scale data from Korea. The group that consumed only multigrain rice was less likely to have periodontitis than the group that consumed only white rice (odds ratio [OR]=0.80; 95% confidence interval [CI], 0.69–0.93). The risk of periodontitis was reduced by 24% in female who consumed only multigrain rice, 16% decrease in the 40–64 age group, and in the diabetic stratification model, the normal group who consumed only multigrain rice had a 25% decrease in periodontitis risk.

Clinical traits and systemic risks of familial diabetes mellitus according to age of onset and quantity: an analysis of data from the community-based KoGES cohort study: Ju-Yeun Lee, Kyungsik Kim, Sangjun Lee, Woo Ju An, Sue K. Park; Epidemiol Health. 2023;45:e2023029. Published online February 23, 2023; DOI: https://doi.org/10.4178/epih.e2023029

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
The aim of this study was to clarify the clinical trait of familial diabetes mellitus (DM) by analyzing participants’ risk of DM according to the age of DM onset in parents and siblings, and to evaluate individuals’ risk of DM-associated cardiometabolic diseases.
METHODS
Altogether, 211,173 participants aged ≥40 years from the Korean Genome and Epidemiology Study were included in this study. The participants were divided into groups based on the number (1 or 2 relatives) and age of onset (no DM and early, common, or late onset) of familial DM. Participants’ risk of DM was assessed using a Cox regression model with hazard ratios and 95% confidence intervals (CIs). A logistic regression model with odds ratios was used to evaluate associations among the participants’ likelihood of acquiring cardiometabolic diseases such as hypertension, chronic kidney disease (CKD), and cardiovascular disease.
RESULTS
The risk of developing DM was 2.02-fold (95% CI, 1.88 to 2.18) and 2.88-fold (95% CI, 2.50 to 3.33) higher, respectively, in participants with 1 and 2 family members diagnosed with familial DM. It was 2.72-fold (95% CI, 2.03 to 3.66) higher in those with early-onset familial DM. In the early-onset group, the respective risks of hypertension and CKD were 1.87-fold (95% CI, 1.37 to 2.55) and 4.31-fold (95% CI, 2.55 to 7.27) higher than in the control group.
CONCLUSIONS
The risk of DM and related cardiometabolic diseases was positively associated with the number of family members diagnosed with DM and an early diagnosis in family members with DM.; Summary

Korean summary
본 연구는 한국인유전체역학조사사업 역학자료를 이용하여, 당뇨병을 진단받은 가족 구성원 (부모 및 형제)의 수가 많고 당뇨병이 조기에 발생할수록 개인의 당뇨발생 위험도가 높아짐을 보고하였습니다. 또한 당뇨병이 조기에 발생한 가족구성원이 있을 경우 개인의 일부 심대사질환과의 연관성이 있을 수 있음을 설명하였습니다.

Key Message
This study demonstrated that the risk of diabetes in individuals was significantly associated with the quantity and the onset of family members diagnosed with diabetes. We also explained that having a family member with early-onset diabetes can be associated with some cardiometabolic diseases in individuals.

COVID-19: Health Statistics

Changes in the management of hypertension, diabetes mellitus, and hypercholesterolemia in Korean adults before and during the COVID-19 pandemic: data from the 2010-2020 Korea National Health and Nutrition Examination Survey: Yoonjung Kim, Suyeon Park, Kyungwon Oh, Hongseok Choi, Eun Kyeong Jeong; Epidemiol Health. 2023;45:e2023014. Published online February 1, 2023; DOI: https://doi.org/10.4178/epih.e2023014

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
This study aimed to analyze the changes in chronic disease management indicators, including hypertension, diabetes mellitus, and hypercholesteremia, from 2010-2020 and before (2019) and during (2020) the coronavirus disease 2019 (COVID-19) pandemic.

METHODS

This study included 58,504 individuals aged ≥30 years who participated in the Korea National Health and Nutrition Examination Survey 2010-2020. Trends in the prevalence, awareness, treatment, and control of chronic diseases and the difference in those between before and during the COVID-19 pandemic were analyzed using the SAS program PROC SURVEYREG.

RESULTS

From 2010-2020, the awareness, treatment, and control in adults aged ≥30 years for hypertension and hypercholesterolemia continuously improved, whereas no significant change in the management indicators of diabetes mellitus was observed. The prevalence of hypertension, diabetes mellitus, and hypercholesterolemia in men increased from before to during the COVID- 19 pandemic. However, there was no significant change in the management indicators of hypertension and diabetes mellitus in men and women, and the awareness, treatment, and control rates for hypercholesterolemia increased by 5.5%p, 6.9%p, and 4.1%p respectively.

CONCLUSIONS

In 2020, the first year of the COVID-19 pandemic, the prevalence of hypertension, diabetes mellitus, and hypercholesterolemia increased, but the management indicators of the chronic diseases did not significantly deteriorate. Considering the ongoing COVID-19 pandemic, it is necessary to monitor changes in chronic disease management indicators and to develop efficient and accessible chronic disease prevention and management programs.

Summary

Korean summary
국민건강영양조사 자료를 분석한 결과 11년간(2010-2020년) 성인의 고혈압, 고콜레스테롤혈증 인지율, 치료율, 치료자 중 조절률은 개선된 반면 당뇨병은 변화가 없었다. 코로나19 유행 전(2019년)·후(2020년) 비교시 남자에서 고혈압, 당뇨병, 고콜레스테롤혈증 유병률이 증가했다. 그러나 고혈압, 당뇨병 관리지표는 변화가 없었고, 고콜레스테롤혈증 관리지표만 개선되었다.

Key Message
The rates of awareness, treatment, and control in adults aged ≥30 years for hypertension and hypercholesterolemia continuously improved, whereas no significant change in the management indicators of diabetes mellitus was observed over the past 11 years (2010-2020). The prevalence of hypertension, diabetes mellitus, and hypercholesterolemia in men increased from before (2019) to during (2020) the COVID-19 pandemic. However, there was no significant change in the management indicators of hypertension and diabetes mellitus in men and women, and that of hypercholesterolemia improved.

Citations

Citations to this article as recorded by

Topic Modeling-Based Analysis of News Keywords Related to Patients with Diabetes during the COVID-19 Pandemic
Jeong-Won Han, Jung Min Kim, Hanna Lee
Healthcare.2023; 11(7): 957. CrossRef

Original Articles

Long-term association of pericardial adipose tissue with incident diabetes and prediabetes: the Coronary Artery Risk Development in Young Adults Study: Minsuk Oh, Wonhee Cho, Dong Hoon Lee, Kara M. Whitaker, Pamela J. Schreiner, James G. Terry, Joon Young Kim; Epidemiol Health. 2023;45:e2023001. Published online December 3, 2022; DOI: https://doi.org/10.4178/epih.e2023001

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
We examined whether pericardial adipose tissue (PAT) is predictive of prediabetes and type 2 diabetes over time.
METHODS
In total, 2,570 adults without prediabetes/diabetes from the Coronary Artery Risk Development in Young Adults Study were followed up over 15 years. PAT volume was measured by computed tomography scans, and the new onset of prediabetes/diabetes was examined 5 years, 10 years, and 15 years after the PAT measurements. Multivariable Cox regression models were used to examine the association between the tertile of PAT and incident prediabetes/diabetes up to 15 years later. The predictive ability of PAT (vs. waist circumference [WC], body mass index [BMI], waist-to-height ratio [WHtR]) for prediabetes/diabetes was examined by comparing the area under the receiver operating characteristic curve (AUC).
RESULTS
The highest tertile of PAT was associated with a 1.56 times (95% confidence interval [CI], 1.03 to 2.34) higher rate of diabetes than the lowest tertile; however, no association was found between the highest tertile of PAT and prediabetes in the fully adjusted models, including additional adjustment for BMI or WC. In the fully adjusted models, the AUCs of WC, BMI, WHtR, and PAT for predicting diabetes were not significantly different, whereas the AUC of WC for predicting prediabetes was higher than that of PAT.
CONCLUSIONS
PAT may be a significant predictor of hyperglycemia, but this association might depend on the effect of BMI or WC. Additional work is warranted to examine whether novel adiposity indicators can suggest advanced and optimal information to supplement the established diagnosis for prediabetes/diabetes.; Summary

Korean summary
본 연구는 심장 내 축적되는 내장지방과 5년에서 15년 뒤의 당뇨병 전조 단계 및 당뇨병의 발생률과 연관성이 있음을 제안한다. 또한, 본 연구는 심장 내 내장지방과 당뇨병 발생률의 관계는 체질량 지수 또는 허리둘레의 영향에 따라 상이할 수 있음을 제안한다.

Key Message
Pericardial adipose tissue may be a significant predictor of future hyperglycemia in adults, but this association might depend on the effect of body mass index or waist circumference.

Type 2 diabetes mellitus increases the severity of non-fatal injuries, but not the risk of fatal injuries, among driver victims of motor vehicle crashes in Taiwan: I-Lin Hsu, Wen-Hsuan Hou, Ya-Hui Chang, Chung-Yi Li; Epidemiol Health. 2022;44:e2022076. Published online September 16, 2022; DOI: https://doi.org/10.4178/epih.e2022076

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
Limited information is available on whether diabetes increases the severity of injuries from motor vehicle crashes (MVCs). This study aimed to investigate the association of type 2 diabetes with injury severity among driver victims of MVCs.
METHODS
This cohort study involved 75,737 adult driver victims with type 2 diabetes from Taiwan’s Police-Reported Traffic Accident Registry in 2015-2017, along with 150,911 sex-, age-, and calendar year-matched controls. The severity level of non- fatal injuries was derived from the International Classification of Diseases Programs for Injury Categorization based on the diagnostic codes of National Health Insurance claims within 3 days after an MVC. Information on fatal injuries within 3 days after an MVC was obtained from the Taiwan Death Registry. Logistic regression models were used to estimate the odds ratios (ORs) and the corresponding 95% confidence intervals (CIs) of injury severity in association with type 2 diabetes.
RESULTS
After adjusting for potential confounders, driver victims with type 2 diabetes experienced significantly higher risks of mild and severe non-fatal injuries than their counterparts without diabetes, with covariate-adjusted ORs of 1.08 (95% CI, 1.05 to 1.11) and 1.28 (95% CI, 1.20 to 1.37), respectively. By contrast, the adjusted OR for fatal injuries was not significantly elevated, at 1.02 (95% CI, 0.89 to 1.18). Similar results were found when car and scooter driver victims were analyzed separately.
CONCLUSIONS
Type 2 diabetes was found to moderately increase the severity of non-fatal injuries from MVCs among car and scooter driver victims.; Summary

Key Message
With 75,737 driver victims with diabetes and 150,911 matched controls, this study showed an 8% and 28% increase in mild and severe non-fatal injury, respectively among driver victims with diabetes. Such increase in risk was equally applied to both car and scooter drivers. No increase in risk of 3-day mortality after crash was found.

Associations of fasting glucose and glycated hemoglobin with vitamin D levels according to diabetes mellitus status in Korean adults: Yerin Hwang, Jiyoung Jang, Myung-Hee Shin; Epidemiol Health. 2022;44:e2022025. Published online February 21, 2022; DOI: https://doi.org/10.4178/epih.e2022025

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Abstract Summary PDF Supplementary Material: Abstract
OBJECTIVES
According to previous studies, vitamin D deficiency might increase the risk of type 2 diabetes mellitus (DM). However, few studies have examined whether vitamin D continues to affect glucose control after DM diagnosis. Therefore, we examined the association between vitamin D and glucose levels in individuals with and without DM.
METHODS
We analyzed data for 32,943 adults aged 19 years and older from the 2008 to 2014 Korea National Health and Nutrition Examination Survey. Patients were classified into 3 groups according to the 25-hydroxyvitamin D concentration. DM was defined as a fasting glucose level ≥126 mg/dL, current use of DM medications or insulin injections, or a self-reported diagnosis of DM by a doctor.
RESULTS
In male DM patients, the hemoglobin A1c (HbA1c) level increased significantly as vitamin D levels became severely deficient. In male and postmenopausal female with abnormal HbA1c, those with severe vitamin D deficiency had significantly higher HbA1c levels (p for trend=0.004 and 0.022 for male and postmenopausal female, respectively). Significant differences were found between participants with normal and abnormal HbA1c levels in both male and female. However, regardless of sex or menopausal status, there was no significant association between vitamin D and fasting glucose in any of the fasting glucose subgroups.
CONCLUSIONS
Male and female with abnormal HbA1c levels showed markedly elevated blood glucose when they also had vitamin D deficiency. A more distinct difference was observed in the HbA1c subgroups than in the fasting glucose subgroups.; Summary

Korean summary
당화혈색소 비정상군에서 비타민 D가 부족할수록 혈당의 상승을 보였다. 현재까지 비타민 D와 혈당 조절과 관련하여 한국인을 대상으로 한 연구는 매우 미비한 상황이며, 한국인을 대상으로 한 연구 결과를 반영한 당뇨병 환자들의 혈당 조절 관리 지침 마련이 필요하다.

Key Message
Guidelines are needed for managing glucose control in DM patients that reflect the results of this research performed among Koreans. Additional large-scale longitudinal studies should be conducted to clarify the causal relationships underlying this association.

Dairy product consumption and type 2 diabetes among Korean adults: a prospective cohort study based on the Health Examinees (HEXA) study: Jiaqi Zhang, Kyungjoon Lim, Sangah Shin; Epidemiol Health. 2022;44:e2022019. Published online February 4, 2022; DOI: https://doi.org/10.4178/epih.e2022019

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Abstract

OBJECTIVES
It has been suggested that the consumption of dairy products helps lower the prevalence of type 2 diabetes (T2D). We investigated the association between the consumption of dairy products and T2D events in middle-aged Korean adults.

METHODS

We followed up 53,288 participants (16,895 male and 36,393 female) in the Health Examinees (HEXA) study. The consumption of dairy products was assessed using the self-administered food frequency questionnaire, and T2D was defined according to the 2015 treatment guidelines of the Korean Diabetes Association. Hazard ratios (HRs) and 95% confidence intervals (CIs) between the consumption of dairy products and the risk of T2D were calculated using Cox proportional hazards models after adjusting for potential confounders. Spline regression was used to better represent the association between the consumption of dairy products and the risk of T2D.

RESULTS

Among male, those with higher consumption of dairy products had a significantly lower risk of T2D than those who consumed essentially no dairy products (HR, 0.73; 95% CI, 0.58 to 0.91). In particular, consumption of yogurt (HR, 0.75; 95% CI, 0.60 to 0.93; p<sub>trend</sub>=0.035) and cheese (HR, 0.66; 95% CI, 0.49 to 0.89; p<sub>trend</sub>=0.005) was negatively associated with the incidence of T2D in male. In female, daily consumption of 1 serving of yogurt decreased the risk of T2D by 11%.

CONCLUSIONS

The association between the consumption of dairy products and the risk of T2D differed by sex and dairy product type. Further prospective studies are needed to confirm these associations.

Summary

Korean summary
본 연구는 한국인유전체역학조사사업의 도시코호트 기반조사와 추적조사에 참여한 40-69세 한국 성인 53 288명의 유제품 섭취와 제2형 당뇨병 발생 위험도를 분석하였다. 요거트와 치즈를 포함한 유제품 섭취가 많을수록 남성의 제2형 당뇨병 위험도가 낮아졌다. 요거트 섭취량을 하루에 한번 증가하면 여성의 제2형 당뇨병 위험도가 감소하다. 유제품 소비와 제2형 당뇨병의 위험도의 연관성은 성별과 유제품에 따라 다르다. 이를 확인하기 위해서는 추가 연구가 필요하다.

Key Message
The study aimed to assess the association between the consumption of dairy products and type 2 diabetes events in Korean adults. Data was from the Health Examinees Study among 53 288 participants. Higher consumption of dairy products including yogurt and cheese was associated with a lower risk of developing type 2 diabetes in men. Increasing yogurt intake by one serving/day reduces the risk of type 2 diabetes in women. The association between the consumption of dairy products and the risk of type 2 diabetes differed by gender and dairy product type. Further studies are needed to confirm this.

Citations

Citations to this article as recorded by

Cheese consumption and multiple health outcomes: an umbrella review and updated meta-analysis of prospective studies
Mingjie Zhang, Xiaocong Dong, Zihui Huang, Xue Li, Yue Zhao, Yingyao Wang, Huilian Zhu, Aiping Fang, Edward L. Giovannucci
Advances in Nutrition.2023; 14(5): 1170. CrossRef
Effect of Milk and Cultured Milk Products on Type 2 Diabetes: A Global Systematic Review and Meta-analysis of Prospective Cohort Studies
Viswanathan Mohan, Kuzhandhaivelu Abirami, Valangaiman Sriram Manasa, Anandakumar Amutha, Balaji Bhavadharini, Rinky Rajput, Nagarajan Lakshmipriya, Chowdary Sruthi, Ranjit Mohan Anjana, Ranjit Unnikrishnan, Vasudevan Sudha, Kamala Krishnaswamy
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A. Nithya, Sourav Misra, Chirasmita Panigrahi, Chandrakant Genu Dalbhagat, Hari Niwas Mishra
Food Chemistry Advances.2023; 3: 100381. CrossRef
Dairy intake and risk of type 2 diabetes: results of a large prospective cohort
Shunming Zhang, Ge Meng, Qing Zhang, Li Liu, Hongmei Wu, Yeqing Gu, Xuena Wang, Juanjuan Zhang, Shaomei Sun, Xing Wang, Ming Zhou, Qiyu Jia, Kun Song, Yan Borné, Emily Sonestedt, Le Ma, Lu Qi, Kaijun Niu
Food & Function.2023; 14(21): 9695. CrossRef
Association of milk consumption with management and incidence of hypertension among South Korean adults: A prospective analysis of the health examinees study cohort
Hyein Jung, Geongu Lee, Kyungjoon Lim, Sangah Shin
Nutrition, Metabolism and Cardiovascular Diseases.2022; 32(11): 2515. CrossRef
Association between dairy consumption and the risk of diabetes: A prospective cohort study from the China Health and Nutrition Survey
Yucheng Yang, Xiaona Na, Yuandi Xi, Menglu Xi, Haibing Yang, Zhihui Li, Ai Zhao
Frontiers in Nutrition.2022;[Epub] CrossRef
Association of dairy consumption patterns with the incidence of type 2 diabetes: Findings from Alberta's Tomorrow Project
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The predictive value of resting heart rate in identifying undiagnosed diabetes in Korean adults: Korea National Health and Nutrition Examination Survey: Dong-Hyuk Park, Wonhee Cho, Yong-Ho Lee, Sun Ha Jee, Justin Y. Jeon; Epidemiol Health. 2022;44:e2022009. Published online January 3, 2022; DOI: https://doi.org/10.4178/epih.e2022009

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
The purpose of this study was (1) to examine whether the addition of resting heart rate (RHR) to the existing undiagnosed diabetes mellitus (UnDM) prediction model would improve predictability, and (2) to develop and validate UnDM prediction models by using only easily assessable variables such as gender, RHR, age, and waist circumference (WC).

METHODS

Korea National Health and Nutrition Examination Survey (KNHANES) 2010, 2012, 2014, 2016 data were used to develop the model (model building set, n=19,675), while the data from 2011, 2013, 2015, 2017 were used to validate the model (validation set, n=19,917). UnDM was defined as a fasting glucose level ≥126 mg/dL or glycated hemoglobin ≥6.5%; however, doctors have not diagnosed it. Statistical package for the social sciences logistic regression analysis was used to determine the predictors of UnDM.

RESULTS

RHR, age, and WC were associated with UnDM. When RHR was added to the existing model, sensitivity was reduced (86 vs. 73%), specificity was increased (49 vs. 65%), and a higher Youden index (35 vs. 38) was expressed. When only gender, RHR, age, and WC were used in the model, a sensitivity, specificity, and Youden index of 70%, 67%, and 37, respectively, were observed.

CONCLUSIONS

Adding RHR to the existing UnDM prediction model improved specificity and the Youden index. Furthermore, when the prediction model only used gender, RHR, age, and WC, the outcomes were not inferior to those of the existing prediction model.

Summary

Korean summary
당뇨병 미인지 또는 미진단은 적절한 치료 시작 시기를 늦추고 당뇨병 합병증 발생의 위험을 높이기 때문에, 각국은 당뇨병 예측 모형을 개발하여 당뇨병을 조기에 예측하고, 치료 시기를 앞당기기 위해 노력하고 있다. 본 연구는 기존의 한국인 당뇨병 예측 모형에 안정시심박수를 추가 변수로 포함시켜, 예측 모형의 성능이 일부개선되는 것을 확인하였고, 더 나아가 나이, 허리 둘레, 그리고 안정시심박수를 포함하여 예측 모형을 개발하고, 그 성능을 확인하였다. 본 연구에서는 간단하게 측정이 가능한 허리 둘레와 안정시심박수 그리고 나이만 포함한 예측 모형이 기존의 예측 모형과 비교해 성능이 열등하지 않은 것을 확인하였다.

Key Message
Higher RHR is associated with increased risk of diabetes. When RHR is added to the Korean undiagnosed diabetes risk score model (Age, Family history of diabetes, Hypertension, Waist circumference, Smoking, Alcohol consumption), the model somewhat increased its predictability of undiagnosed diabetes. Furthermore, the prediction model developed only using age, waist circumference and RHR, which anyone can easily measure or access, had similar predictability to the previous undiagnosed diabetes risk prediction model. The results of this study may help develop future strategies or applications for predicting early undiagnosed diabetes.

Citations

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Comparisons of the prediction models for undiagnosed diabetes between machine learning versus traditional statistical methods
Seong Gyu Choi, Minsuk Oh, Dong–Hyuk Park, Byeongchan Lee, Yong-ho Lee, Sun Ha Jee, Justin Y. Jeon
Scientific Reports.2023;[Epub] CrossRef
Factors related to undiagnosed diabetes in Korean adults: a secondary data analysis
Bohyun Kim
Journal of Korean Biological Nursing Science.2023; 25(4): 295. CrossRef

Effects of early medication treatment and metformin use for cancer prevention in diabetes patients: a nationwide sample cohort study in Korea using extended landmark time analysis: Hwa Jeong Seo, Hyun Sook Oh; Epidemiol Health. 2021;43:e2021103. Published online December 17, 2021; DOI: https://doi.org/10.4178/epih.e2021103

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
This study investigated the effectiveness of early medication treatment and metformin use for cancer prevention in type 2 diabetes patients.

METHODS

Population-based cohort data were used from the Korean National Health Insurance Service-National Sample Cohort database (KNHIS-NSC) for 2002-2013. Patient-specific medication prescription status was defined by the landmark time (LMT; a fixed time after cohort entry), considering both pre- and post-LMT prescriptions to control methodological biases in observational research. The LMT was set to 2 years. Logistic regression analysis with multivariable adjustment was conducted to analyze cancer incidence by patient-specific medication prescription status.

RESULTS

Only 33.4% of the subjects were prescribed medication early (before the LMT) with compliance. Cancer incidence in individuals with early prescription and compliance was 25% lower (odds ratio [OR], 0.75; 95% confidence interval [CI], 0.67 to 0.84) than in those without. As early-prescribed medications, metformin monotherapy and metformin combination therapy were associated with 34% (OR, 0.66; 95% CI, 0.51 to 0.83) and 25% (OR, 0.75; 95% CI, 0.64 to 0.88) lower cancer risk than non-use, respectively. Patients who were prescribed late (post-LMT) but did not comply with the prescription had a 24% (OR, 1.24; 95% CI, 0.97 to 1.58) higher cancer incidence than non-users. Among patients who started monotherapy early without changes throughout the entire follow-up period, those who started on metformin had a 37% (OR, 0.63; 95% CI, 0.41 to 0.99) lower risk of cancer than non-metformin users.

CONCLUSIONS

Doctors must prescribe antidiabetic medication early, and patient compliance is required, regardless of the prescription time, to prevent cancer. Metformin monotherapy or combination therapy is recommended as an early prescription.

Summary

Korean summary
당뇨 환자는 암 발병 위험이 높으며 암은 주요 사망 원인이다. 당뇨환자의 암발생 예방을 위한 관리로서, 당뇨병 진단 후 약물 치료 시기에 대한 연구는 부족하다. 또한, 전 세계적으로 가장 흔히 처방되는 당뇨병 치료제인 메트포민은 암 예방 효과가 있다고 알려져 왔으나 관측연구에서 발생하는 선택 편향의 문제가 제기되었고, 최근 일부 연구에서 기존의 암 예방 효과와 상충되는 결과가 나오고 있어 논쟁이 이어지고 있다. 본 연구는 선택 편향을 통제한 코호트 연구에서 조기 약물 치료와 메트포민 사용이 당뇨환자의 암 예방에 효과적임을 밝혔다. 따라서 의사들은 처음 당뇨 진단을 받은 환자에게 조기에 약물 처방을 하고, 환자들은 처방에 잘 따라야 한다. 조기 처방 약물로서 메트포민이 권장된다.

Key Message
Diabetic patients have a high risk of developing cancer, and cancer is the leading cause of death. There are few studies on the timing of medication treatment after diagnosis of diabetes. In addition, metformin, the most commonly prescribed diabetes treatment worldwide, is known to have cancer-preventive effects, but the problem of selection bias that occurs in observational studies has been raised, and some studies have recently been contradicting the existing cancer-preventing effects of metformin. This study, in a cohort study controlled for selection bias, demonstrated that early medication treatment and metformin use were effective in preventing cancer in diabetic patients.

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Editorial

Spatiotemporal analyses of the epidemiological characteristics of diabetes mellitus: Sang Youl Rhee; Epidemiol Health. 2021;43:e2021102. Published online December 16, 2021; DOI: https://doi.org/10.4178/epih.e2021102

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Abstract

Research based on spatiotemporal analysis has been conducted to identify various factors that can affect an individual’s or community’s degree of health and disease. These spatiotemporal studies can effectively illustrate patterns in disease frequency, features, and temporal flow in different parts of a country. Furthermore, identifying these regional characteristics can aid in the development of disease prevention or intervention strategies.

Summary

Korean summary
1. 시공간 분석은 국가 혹은 지역의 질병 빈도, 특징 및 시간 흐름의 패턴을 효과적으로 설명할 수 있다. 2. 시공간 분석은 질병의 예방 또는 중재 전략 개발에 도움이 될 수 있다.

Key Message
1. Spatiotemporal analyses can effectively illustrate patterns in disease frequency, features, and temporal flow in different parts of a country. 2. Spatiotemporal analysis can aid in disease prevention or development of intervention strategies.

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Epidemiological characteristics and spatiotemporal analysis of mumps at township level in Wuhan, China, 2005–2019
Ying Peng, Peng Wang, De-guang Kong, Wen-zhen Li, Dong-ming Wang, Li Cai, Sha Lu, Bin Yu, Bang-hua Chen, Pu-Lin Liu
Epidemiology and Infection.2023;[Epub] CrossRef

Original Article

Spatiotemporal trends in diabetes-related mortality by school district in the state of Michigan, United States: Nurjannah Nurjannah, Kathleen M. Baker, Duduzile Phindi Mashinini; Epidemiol Health. 2021;43:e2021098. Published online November 9, 2021; DOI: https://doi.org/10.4178/epih.e2021098

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Abstract

OBJECTIVES
This study examined the spatiotemporal epidemiological status of diabetes-related death in relation to school district boundaries in the state of Michigan, United States.

METHODS

A retrospective observational study was conducted using death records spanning the years 2007-2014 in Michigan, with school districts as the geographic unit of analysis. Geocoding was performed for each death record. Cluster analysis used spatial autocorrelation with local Moran’s I, and spatiotemporal analysis used the Space Time Pattern Mining tool in ArcGIS Pro 2.1.

RESULTS

The study revealed spatial clusters of high-high locations of diabetes-related mortality rate by school district in Michigan from 2007 to 2014. Spatiotemporal analysis showed grids with intensifying, consecutive, sporadic, and persistent hotspots of diabetes-related death in the Lansing, Royal Oak, Flint City, Berkley, Detroit City, East Lansing, South Lake, and Holt public school districts. These school districts should be prioritized for school-based diabetes prevention programs

CONCLUSIONS

The study demonstrated the presence of various hotspots of diabetes-related deaths within the state of Michigan across the 8-year period of analysis. Understanding spatial and temporal hotspots could further improve our ability to evaluate diabetes burden across both time and space.

Summary

Key Message
Using existing secondary data with spatio-temporal analysis, the study identified diabetes-related death varies across space and time within the state of Michigan, USA at the school district level. This approach provided policy-relevant information to target high-risk school-district when having limited resources to prevent diabetes at schools.

Citations

Citations to this article as recorded by

Spatiotemporal analyses of the epidemiological characteristics of diabetes mellitus
Sang Youl Rhee
Epidemiology and Health.2021; 43: e2021102. CrossRef

Systematic Review

The effect of peer support in diabetes self-management education on glycemic control in patients with type 2 diabetes: a systematic review and meta-analysis: Akhmad Azmiardi, Bhisma Murti, Ratih Puspita Febrinasari, Didik Gunawan Tamtomo; Epidemiol Health. 2021;43:e2021090. Published online October 22, 2021; DOI: https://doi.org/10.4178/epih.e2021090

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Abstract

OBJECTIVES
Diabetes self-management education (DSME) programs are a strategy to maintain healthy behaviors. Nevertheless, limited evidence has been reported from systematic evaluations of the effects of DSME integrated with peer support on glycemic control. This study aimed to review the effectiveness of DSME interventions integrated with peer support on glycemic control in patients with type 2 diabetes.

METHODS

A systematic search was carried out in electronic databases, including PubMed, Cochrane Library, ProQuest, SpringerLink, ScienceDirect, Scopus, and Google Scholar, for English-language articles published from 2005 until 2020. The effect size was estimated as the standard mean difference (SMD). The Cochrane Collaboration’s Risk of Bias tool was employed to assess the risk of bias.

RESULTS

Twelve studies were included in this study. DSME integrated with peer support effectively reduced glycated hemoglobin A1c (HbA1c) levels, with a statistically significant effect (SMD, -0.41; 95% confidence interval [CI], -0.69 to -0.13; p<0.001). Programs with a sample size <100 (SMD, -0.45; 95% CI, -0.79 to -0.11; p=0.009), duration of intervention ≤6 months (SMD, -0.52; 95% CI, -0.96 to -0.07; p=0.020), baseline HbA1c <8.5% (SMD, -0.42; 95% CI, -0.77 to -0.07; p=0.020), delivery by group (SMD, -0.28; 95% CI, -0.51 to -0.06; p=0.010), and high frequency of contact (SMD, -0.29; 95% CI, -0.48 to -0.10; p=0.003) had statistically significant effects on reducing HbA1c levels in patients with type 2 diabetes.

CONCLUSIONS

DSME integrated with peer support effectively enhances glycemic control in patients with type 2 diabetes. Programs with smaller participants groups, shorter interventions, weekly meetings, and closer group sessions improved glycemic control in patients with type 2 diabetes.

Summary

Key Message
We reviewed and assessed the quality of the twelve articles included in this systematic review and meta-analysis. The findings of this review show that peer support integrated with diabetes self-management education programs can significantly enhance glycemic control in type 2 diabetes patients. Peer support is a critical component of a successful diabetes self-management programme in patients with type 2 diabetes. interventions programme with smaller groups, shorter durations, lower HbA1c baseline levels, group sessions, and high frequencies of sessions significantly enhanced glycemic control.

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The current diabetes education experience: Findings of a cross-sectional survey of adults with type 2 diabetes
Kelley M. Baker, Carine M. Nassar, Neelam Baral, Michelle F. Magee
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2023 update on Italian guidelines for the treatment of type 2 diabetes
Edoardo Mannucci, Riccardo Candido, Lina delle Monache, Marco Gallo, Andrea Giaccari, Maria Luisa Masini, Angela Mazzone, Gerardo Medea, Basilio Pintaudi, Giovanni Targher, Marina Trento, Giuseppe Turchetti, Valentina Lorenzoni, Matteo Monami
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Vannarath Te, Sokvy Ma, Ir Por, Wim Van Damme, Edwin Wouters, Josefien van Olmen
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Hilda M. Okeyo, Martha Biddle, Lovoria B. Williams
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Diabetic Medicine.2022;[Epub] CrossRef

Original Articles

Association between a family history of diabetes and carotid artery atherosclerosis in Korean adults: Sun Young Shim, Ga Bin Lee, Jee-Seon Shim, Sun Jae Jung, Hyeon Chang Kim; Epidemiol Health. 2021;43:e2021049. Published online August 3, 2021; DOI: https://doi.org/10.4178/epih.e2021049

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Abstract Summary PDF Supplementary Material

Abstract

OBJECTIVES
Diabetes is a well-known risk factor for atherosclerosis, but the association between a family history of diabetes and atherosclerosis remains unknown. In this study, we assessed the association between a family history of diabetes and increased carotid intima-media thickness (IMT), a marker of subclinical atherosclerosis, in a middle-aged Korean population.

METHODS

This cross-sectional study included 3,974 community-dwelling adults (1,404 male and 2,570 female) aged 30-64 years from the Cardiovascular and Metabolic Diseases Etiology Research Center cohort. The presence of a family history of diabetes was assessed through face-to-face interviews using a standardized questionnaire. Carotid IMT was assessed using B-mode ultrasonography, and increased IMT was defined as a value in the top quartile of the IMT values of all participants. Multivariate logistic regression was used to evaluate independent associations between a family history of diabetes and increased IMT.

RESULTS

A family history of diabetes was significantly associated with increased carotid IMT (odds ratio, 1.23; 95% confidence interval, 1.03 to 1.48) after adjusting for sex; age; body mass index; systolic blood pressure; total cholesterol, triglyceride, and hemoglobin A1c levels; smoking; alcohol consumption; exercise; use of antidiabetic, antihypertensive, and antilipidemic drugs; and a family history of hypertension. The positive association remained significant after excluding participants with diabetes (odds ratio, 1.21; 95% confidence interval, 1.00 to 1.47).

CONCLUSIONS

A family history of diabetes was positively associated with increased carotid IMT, even in participants without diabetes. Therefore, information on a family history of diabetes may help identify individuals at high risk of atherosclerotic cardiovascular disease.

Summary

Korean summary
한국의 30–64세 성인에게서 당뇨병 가족력이 있는 경우, 본인의 당뇨병 여부와 무관하게 경동맥 내중막 두께가 증가된 경향을 보였다. 이 결과는 당뇨병 가족력에 대한 정보를 파악하는 것은 죽상경화성 심혈관 질환의 위험이 높은 개인을 식별하는 데 도움이 될 수 있음을 시사한다.

Key Message
The family history of diabetes was positively associated with an increase in intima-media thickness of the carotid artery, even among people with normal fasting glucose levels. This suggests that asking for a family history of diabetes can help identify people at high risk of arteriosclerotic cardiovascular disease.

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Ge Meng, Tongfeng Liu, Sabina Rayamajhi, Amrish Thapa, Shunming Zhang, Xuena Wang, Hongmei Wu, Yeqing Gu, Qing Zhang, Li Liu, Shaomei Sun, Xing Wang, Ming Zhou, Qiyu Jia, Kun Song, Zhongze Fang, Kaijun Niu
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Ju-Yeun Lee, Kyungsik Kim, Sangjun Lee, Woo Ju An, Sue K Park
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Trends in the prevalence and management of major metabolic risk factors for chronic disease over 20 years: findings from the 1998-2018 Korea National Health and Nutrition Examination Survey: Yoonjung Kim, Sun Jin Nho, Gyeongji Woo, Hyejin Kim, Suyeon Park, Youngtaek Kim, Ok Park, Kyungwon Oh; Epidemiol Health. 2021;43:e2021028. Published online April 19, 2021; DOI: https://doi.org/10.4178/epih.e2021028

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Abstract

OBJECTIVES
We aimed to explore trends in the prevalence and management of obesity, hypertension, diabetes, and hypercholesterolemia in Korean adults from 1998 to 2018 using data from the Korea National Health and Nutrition Examination Survey (KNHANES).

METHODS

The study participants included 79,753 individuals aged ≥ 30 years who had participated in the health examination and health interview of the first (1998) to the seventh (2016-2018) KNHANES. The prevalence and management as well as annual percent change (APC) in chronic diseases were analyzed using SAS and the Joinpoint software program.

RESULTS

The prevalence of obesity in men significantly increased from 26.8% in 1998 to 44.7% in 2018 (APC= 1.9, p< 0.001), whereas that in women decreased slightly from 30.5% in 1998 to 28.3% in 2018 (APC= -0.5, p< 0.001). The prevalence of hypertension in men was 33.2% in 2018, with no significant change, whereas that in women slightly decreased to 23.1% in 2018 (APC= -0.9, p< 0.001). The prevalence of diabetes in men increased slightly from 10.5% in 2005 to 12.9% in 2018 (APC= 1.6, p< 0.001), whereas that in women remained at approximately 8%, with no significant change. The prevalence of hypercholesterolemia in both men and women increased 3-fold in 2018 (20.9% in men [APC = 8.2, p < 0.001] and 21.4% in women [APC= 7.1, p< 0.001]) compared to that in 2005. The awareness rate, treatment rate, and control rate of hypertension and hypercholesterolemia increased 2-3 fold. Regarding diabetes, the treatment rate increased, but the control rate did not change.

CONCLUSIONS

Over the past 20 years, the prevalence of obesity (in men), diabetes, and hypercholesterolemia has increased and management indicators, such as the awareness rate, treatment rate, and control rate of chronic diseases, have improved continuously.

Summary

Korean summary
국민건강영양조사(1998-2018) 자료를 활용하여 우리나라 성인의 비만, 고혈압, 당뇨병, 고콜레스테롤혈증 유병률 및 관리수준을 분석한 결과, 20년 동안 비만(남자), 당뇨병, 고콜레스테롤혈증 만성질환의 유병 수준은 악화되고 있는 반면, 만성질환의 인지율, 치료율, 치료자 중 조절률 등 관리지표는 지속적으로 개선되고 있었다.

Key Message
We examined trends in the prevalence and management of obesity, hypertension, diabetes, and hypercholesterolemia in Korean adults from the 1998-2018 Korea National Health and Nutrition Examination Survey. Over the past 20 years, the prevalence of obesity (in men), diabetes, and hypercholesterolemia has increased and management indicators, such as the awareness rate, treatment rate, and control rate of chronic diseases, have improved continuously.

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Journal of the Korean Medical Association.2022; 65(10): 633. CrossRef
Effects of early medication treatment and metformin use for cancer prevention in diabetes patients: a nationwide sample cohort study in Korea using extended landmark time analysis
Hwa Jeong Seo, Hyun Sook Oh
Epidemiology and Health.2021; 43: e2021103. CrossRef

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