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Epidemiology
Relation between Baseline Height and New Diabetes Development: A Nationwide Population-Based Study
Eun-Jung Rhee, Jung-Hwan Cho, Hyemi Kwon, Se-Eun Park, Jin-Hyung Jung, Kyung-Do Han, Yong-Gyu Park, Yang-Hyun Kim, Won-Young Lee
Diabetes Metab J. 2019;43(6):794-803.   Published online March 22, 2019
DOI: https://doi.org/10.4093/dmj.2018.0184
  • 5,698 View
  • 64 Download
  • 8 Web of Science
  • 10 Crossref
AbstractAbstract PDFPubReader   
Background

Short stature and leg length are associated with risk of diabetes and obesity. However, it remains unclear whether this association is observed in Asians. We evaluated the association between short stature and increased risk for diabetes using the Korean National Health Screening (KNHS) dataset.

Methods

We assessed diabetes development in 2015 in 21,122,422 non-diabetic Koreans (mean age 43 years) enrolled in KNHS from 2009 to 2012 using International Classification of Diseases 10th (ICD-10) code and anti-diabetic medication prescription. Risk was measured in age- and sex-dependent quintile groups of baseline height (20 to 39, 40 to 59, ≥60 years).

Results

During median 5.6-year follow-up, 532,918 cases (2.5%) of diabetes occurred. The hazard ratio (HR) for diabetes development gradually increased from the 5th (reference) to 1st quintile group of baseline height after adjustment for confounding factors (1.000, 1.076 [1.067 to 1.085], 1.097 [1.088 to 1.107], 1.141 [1.132 to 1.151], 1.234 [1.224 to 1.244]), with similar results in analysis by sex. The HR per 5 cm height increase was lower than 1.00 only in those with fasting blood glucose (FBG) below 100 mg/dL (0.979 [0.975 to 0.983]), and in lean individuals (body mass index [BMI] 18.5 to 23 kg/m2: 0.993 [0.988 to 0.998]; BMI <18.5 kg/m2: 0.918 [0.9 to 0.935]).

Conclusion

Height was inversely associated with diabetes risk in this nationwide study of Korean adults. This association did not differ by sex, and was significant in lean individuals and those with normal FBG levels.

Citations

Citations to this article as recorded by  
  • Association between underweight and risk of heart failure in diabetes patients
    Tae Kyung Yoo, Kyung‐Do Han, Eun‐Jung Rhee, Won‐Young Lee
    Journal of Cachexia, Sarcopenia and Muscle.2024; 15(2): 671.     CrossRef
  • Upper arm length and knee height are associated with diabetes in the middle-aged and elderly: evidence from the China Health and Retirement Longitudinal Study
    Bingjie He, Zhengyang Li, Lu Xu, Lili Liu, Shengfeng Wang, Siyan Zhan, Yongfeng Song
    Public Health Nutrition.2023; 26(1): 190.     CrossRef
  • Anthropometric indexes and cardiovascular risk in Ecuadorian university students: A comparison with international references
    Silvia Cáceres-Vinueza, Evelyn Frias-Toral, Rosario Suárez, Jorge Daher-Nader, Enrique Flor-Muñoz, Mirna Márquez-Vinueza, Luisa Valeria Guevara-Flores, Yan Duarte-Vera
    Bionatura.2023; 8(3): 1.     CrossRef
  • Assessment of common risk factors of diabetes and chronic kidney disease: a Mendelian randomization study
    Shuwu Zhao, Yiming Li, Chen Su
    Frontiers in Endocrinology.2023;[Epub]     CrossRef
  • Inverse association between adult height and diabetes risk in a cohort study of Chinese population
    Xiaoli Li, Tiantian Cheng, Lina Leng, Guangyao Song, Huijuan Ma
    Scientific Reports.2023;[Epub]     CrossRef
  • Gender Differences Between the Phenotype of Short Stature and the Risk of Diabetes Mellitus in Chinese Adults: A Population-Based Cohort Study
    Wei Song, Yaqin Hu, Jiao Yuan, Ying Wei, Zongyou Cheng, Jingdong Liu, Jixiong Xu, Xiaoyu Wang
    Frontiers in Endocrinology.2022;[Epub]     CrossRef
  • No association between body height and metabolic risk factors in historically short height Asian Indian tribes
    Binu Dorjee, Jaydip Sen, Mithun Das, Kaushik Bose, Christiane Scheffler, Gautam Kumar Kshatriya
    Human Biology and Public Health.2022;[Epub]     CrossRef
  • Newly diagnosed diabetes has high risk for cardiovascular outcome in ischemic stroke patients
    Kyung-Hee Cho, Sun U. Kwon, Ji Sung Lee, Sungwook Yu, A-Hyun Cho
    Scientific Reports.2021;[Epub]     CrossRef
  • Risk of Diabetes in Subjects with Positive Fecal Immunochemical Test: A Nationwide Population-Based Study
    Kwang Woo Kim, Hyun Jung Lee, Kyungdo Han, Jung Min Moon, Seung Wook Hong, Eun Ae Kang, Jooyoung Lee, Hosim Soh, Seong-Joon Koh, Jong Pil Im, Joo Sung Kim
    Endocrinology and Metabolism.2021; 36(5): 1069.     CrossRef
  • The use of Broca index to assess cut- off points for overweight in adults: A short review
    Irakoze Laurent, Manirakiza Astère, Banderembako Paul, Nkengurutse Liliane, Yue Li, Qingfeng Cheng, Qifu Li, Xiaoqiu Xiao
    Reviews in Endocrine and Metabolic Disorders.2020; 21(4): 521.     CrossRef
Obesity and Metabolic Syndrome
The Risk of Myocardial Infarction and Ischemic Stroke According to Waist Circumference in 21,749,261 Korean Adults: A Nationwide Population-Based Study
Jung-Hwan Cho, Eun-Jung Rhee, Se-Eun Park, Hyemi Kwon, Jin-Hyung Jung, Kyung-Do Han, Yong-Gyu Park, Hye Soon Park, Yang-Hyun Kim, Soon-Jib Yoo, Won-Young Lee
Diabetes Metab J. 2019;43(2):206-221.   Published online December 27, 2018
DOI: https://doi.org/10.4093/dmj.2018.0039
  • 6,550 View
  • 111 Download
  • 24 Web of Science
  • 24 Crossref
AbstractAbstract PDFSupplementary MaterialPubReader   
Background

Waist circumference (WC) is a well-known obesity index that predicts cardiovascular disease (CVD). We studied the relationship between baseline WC and development of incident myocardial infarction (MI) and ischemic stroke (IS) using a nationwide population-based cohort, and evaluated if its predictability is better than body mass index (BMI).

Methods

Our study included 21,749,261 Koreans over 20 years of age who underwent the Korean National Health Screening between 2009 and 2012. The occurrence of MI or IS was investigated until the end of 2015 using National Health Insurance Service data.

Results

A total of 127,289 and 181,637 subjects were newly diagnosed with MI and IS. The incidence rate and hazard ratio of MI and IS increased linearly as the WC level increased, regardless of adjustment for BMI. When the analyses were performed according to 11 groups of WC, the lowest risk of MI was found in subjects with WC of 70 to 74.9 and 65 to 69.9 cm in male and female, and the lowest risk of IS in subjects with WC of 65 to 69.9 and 60 to 64.9 cm in male and female, respectively. WC showed a better ability to predict CVD than BMI with smaller Akaike information criterion. The optimal WC cutoffs were 84/78 cm for male/female for predicting MI, and 85/78 cm for male/female for predicting IS.

Conclusion

WC had a significant linear relationship with the risk of MI and IS and the risk began to increase from a WC that was lower than expected.

Citations

Citations to this article as recorded by  
  • Usefulness of New Criteria for Metabolic Syndrome Optimized for Prediction of Cardiovascular Diseases in Japanese
    Yurie Yamazaki, Kazuya Fujihara, Takaaki Sato, Mayuko Harada Yamada, Yuta Yaguchi, Yasuhiro Matsubayashi, Takaho Yamada, Satoru Kodama, Kiminori Kato, Hitoshi Shimano, Hirohito Sone
    Journal of Atherosclerosis and Thrombosis.2024; 31(4): 382.     CrossRef
  • Association between body composition and subsequent cardiovascular diseases among 5-year breast cancer survivors
    Ji Soo Kim, Jihun Song, Seulggie Choi, Sung Min Kim, Young Jun Park, Sun Jae Park, Yoosun Cho, Yun Hwan Oh, Seogsong Jeong, Kyae Hyung Kim, Sang Min Park
    Nutrition, Metabolism and Cardiovascular Diseases.2024;[Epub]     CrossRef
  • Association between physical activity changes and incident myocardial infarction after ischemic stroke: a nationwide population-based study
    Dae Young Cheon, Kyung do Han, Yeon Jung Lee, Jeen Hwa Lee, Myung Soo Park, Do Young Kim, Jae Hyuk Choi, Sook Jin Lee, Kyung-Ho Yu, Seongwoo Han, Sunki Lee, Minwoo Lee
    BMC Public Health.2024;[Epub]     CrossRef
  • Body mass index, waist circumference and cardiovascular diseases in transitional ages (40 and 66 years)
    Jung Eun Yoo, Kyungdo Han, Jin‐Hyung Jung, Yang‐Im Hur, Yang Hyun Kim, Eun Sook Kim, Jang Won Son, Eun‐Jung Rhee, Won‐Young Lee, Ga Eun Nam
    Journal of Cachexia, Sarcopenia and Muscle.2023; 14(1): 369.     CrossRef
  • Risk factors for stroke among anthropometric indices and lipid profiles in the Korean population: a large-scale cross-sectional study
    Mi Hong Yim, Young Ju Jeon, Bum Ju Lee
    Scientific Reports.2023;[Epub]     CrossRef
  • Big Data Research in the Field of Endocrine Diseases Using the Korean National Health Information Database
    Sun Wook Cho, Jung Hee Kim, Han Seok Choi, Hwa Young Ahn, Mee Kyoung Kim, Eun Jung Rhee
    Endocrinology and Metabolism.2023; 38(1): 10.     CrossRef
  • Research on obesity using the National Health Information Database: recent trends
    Eun-Jung Rhee
    Cardiovascular Prevention and Pharmacotherapy.2023; 5(2): 35.     CrossRef
  • Association between the weight-adjusted waist index and stroke: a cross-sectional study
    Jiayi Ye, Yanjie Hu, Xinrong Chen, Zhe Yin, Xingzhu Yuan, Liping Huang, Ka Li
    BMC Public Health.2023;[Epub]     CrossRef
  • Increased risk of ischemic stroke associated with elevated gamma-glutamyl transferase level in adult cancer survivors: a population-based cohort study
    Kyuwoong Kim, Hyeyun Jung, Edvige Di Giovanna, Tae Joon Jun, Young-Hak Kim
    Scientific Reports.2023;[Epub]     CrossRef
  • Changes in body composition and subsequent cardiovascular disease risk among 5-year breast cancer survivors
    Ji Soo Kim, Jihun Song, Seulggie Choi, Sang Min Park
    Frontiers in Cardiovascular Medicine.2023;[Epub]     CrossRef
  • Association between Stroke and Abdominal Obesity in the Middle-Aged and Elderly Korean Population: KNHANES Data from 2011–2019
    Jong Yeon Kim, Sung Min Cho, Youngmin Yoo, Taesic Lee, Jong Koo Kim
    International Journal of Environmental Research and Public Health.2022; 19(10): 6140.     CrossRef
  • Prevalence of metabolic syndrome and related factors in a large sample of antipsychotic naïve patients with first-episode psychosis: Baseline results from the PAFIP cohort
    Nathalia Garrido-Torres, Miguel Ruiz-Veguilla, Luis Alameda, Manuel Canal-Rivero, María Juncal Ruiz, Marcos Gómez-Revuelta, Rosa Ayesa-Arriola, Ana Rubio-García, Benedicto Crespo-Facorro, Javier Vázquez-Bourgon
    Schizophrenia Research.2022; 246: 277.     CrossRef
  • Development and validation of risk prediction models for stroke and mortality among patients with type 2 diabetes in northern China
    X. Shao, H. Liu, F. Hou, Y. Bai, Z. Cui, Y. Lin, X. Jiang, P. Bai, Y. Wang, Y. Zhang, C. Lu, H. Liu, S. Zhou, P. Yu
    Journal of Endocrinological Investigation.2022; 46(2): 271.     CrossRef
  • Neck circumference for predicting the occurrence of future cardiovascular events: A 7.6-year longitudinal study
    Tingting Hu, Yun Shen, Weijie Cao, Yiting Xu, Yufei Wang, Xiaojing Ma, Yuqian Bao
    Nutrition, Metabolism and Cardiovascular Diseases.2022; 32(12): 2830.     CrossRef
  • A prospective study of waist circumference trajectories and incident cardiovascular disease in China: the Kailuan Cohort Study
    Liang Wang, Yujin Lee, Yuntao Wu, Xinyuan Zhang, Cheng Jin, Zhe Huang, Yixin Wang, Zhiyi Wang, Penny Kris-Etherton, Shouling Wu, Xiang Gao
    The American Journal of Clinical Nutrition.2021; 113(2): 338.     CrossRef
  • The Repeatedly Elevated Fatty Liver Index Is Associated With Increased Mortality: A Population-Based Cohort Study
    Chang-Hoon Lee, Kyung-Do Han, Da Hye Kim, Min-Sun Kwak
    Frontiers in Endocrinology.2021;[Epub]     CrossRef
  • Obesity Degree and Glycemic Status: Factors That Should Be Considered in Heart Failure
    Hye Soon Kim
    Diabetes & Metabolism Journal.2020; 44(4): 529.     CrossRef
  • Exposure-weighted scoring for metabolic syndrome and the risk of myocardial infarction and stroke: a nationwide population-based study
    Eun Young Lee, Kyungdo Han, Da Hye Kim, Yong-Moon Park, Hyuk-Sang Kwon, Kun-Ho Yoon, Mee Kyoung Kim, Seung-Hwan Lee
    Cardiovascular Diabetology.2020;[Epub]     CrossRef
  • Predicting the Development of Myocardial Infarction in Middle-Aged Adults with Type 2 Diabetes: A Risk Model Generated from a Nationwide Population-Based Cohort Study in Korea
    Seung-Hwan Lee, Kyungdo Han, Hun-Sung Kim, Jae-Hyoung Cho, Kun-Ho Yoon, Mee Kyoung Kim
    Endocrinology and Metabolism.2020; 35(3): 636.     CrossRef
  • Obesity Fact Sheet in Korea, 2018: Data Focusing on Waist Circumference and Obesity-Related Comorbidities
    Ga Eun Nam, Yang-Hyun Kim, Kyungdo Han, Jin-Hyung Jung, Yong Gyu Park, Kwan-Woo Lee, Eun-Jung Rhee, Jang Won Son, Seong-Su Lee, Hyuk-Sang Kwon, Won-Young Lee, Soon Jib Yoo
    Journal of Obesity & Metabolic Syndrome.2019; 28(4): 236.     CrossRef
  • Simply the Best: Anthropometric Indices for Predicting Cardiovascular Disease
    Jie-Eun Lee
    Diabetes & Metabolism Journal.2019; 43(2): 156.     CrossRef
  • Association and Interaction Analysis of Lipid Accumulation Product with Impaired Fasting Glucose Risk: A Cross-Sectional Survey
    Jian Song, Xue Chen, Yuhong Jiang, Jing Mi, Yuyuan Zhang, Yingying Zhao, Xuesen Wu, Huaiquan Gao
    Journal of Diabetes Research.2019; 2019: 1.     CrossRef
  • Letter: Association of Z-Score of the Log-Transformed A Body Shape Index with Cardiovascular Disease in People Who Are Obese but Metabolically Healthy: The Korea National Health and Nutrition Examination Survey 2007-2010 (J Obes Metab Syndr 2018;27:158-65
    Eun-Jung Rhee
    Journal of Obesity & Metabolic Syndrome.2019; 28(2): 139.     CrossRef
  • Response: The Differential Association between Muscle Strength and Diabetes Mellitus According to the Presence or Absence of Obesity (J Obes Metab Syndr 2019;28:46-52)
    Bo Kyung Koo
    Journal of Obesity & Metabolic Syndrome.2019; 28(4): 297.     CrossRef
The Association of Brachial-Ankle Pulse Wave Velocity with 30-Minute Post-Challenge Plasma Glucose Levels in Korean Adults with No History of Type 2 Diabetes
Eun-Suk Choi, Eun-Jung Rhee, Ji-Hoon Choi, Ji-Cheol Bae, Seung-Hyun Yoo, Won-Jun Kim, Se-Eun Park, Cheol-Young Park, Won-Young Lee, Yong-Kyun Cho, Ki-Won Oh, Sung-Woo Park, Sun-Woo Kim
Korean Diabetes J. 2010;34(5):287-293.   Published online October 31, 2010
DOI: https://doi.org/10.4093/kdj.2010.34.5.287
  • 4,629 View
  • 34 Download
  • 10 Crossref
AbstractAbstract PDFPubReader   
Background

Acute postprandial hyperglycemia is an important affector for atherosclerosis in subjects with glucose intolerance. We analyzed the relationship of brachial-ankle pulse wave velocity (baPWV) with fasting and post-challenge plasma glucose levels according to different time points during oral glucose tolerance test (OGTT).

Methods

In 663 subjects with fasting hyperglycemia, 75 g OGTT were performed to confirm the glucose tolerant status, and fasting, post-challenge 30-minute and 120-minute glucose levels were measured. Anthropometric measurements were done, and fasting lipid profiles were measured. baPWV were measured in all subjects and the relationship between fasting, 30- and 120-minute post-challenge glucose levels and baPWV were analyzed.

Results

Among the participants, 62.9% were prediabetes and 31.7% were diabetes. Mean baPWV value was significantly higher in subjects with diabetes compared with prediabetes group. In bivariate correlation analyses, age, blood pressure, total cholesterol, low density lipoprotein cholesterol, 30-minute and 120-minute post-challenge glucose levels showed significant positive correlation with baPWV value. In multiple regression analysis, 30-minute post-challenge glucose level was a weak but significant determinant for mean baPWV value even after adjustment for other confounding variables.

Conclusions

Postprandial hyperglycemia, especially 30-minute glucose levels showed significant correlation with baPWV in subjects with fasting hyperglycemia. These results can imply the deleterious effect of acute hyperglycemic excursion on arterial stiffness in subjects with glucose intolerance.

Citations

Citations to this article as recorded by  
  • One-Hour Post-Load Plasma Glucose Levels are Associated with Early Arterial Stiffness in Subjects with Different Glucose Tolerance
    Rui Wang, Xiao-li Liu, Xiao-jiao Jia, Yan Liu, Qiang Lu
    Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy.2022; Volume 15: 1537.     CrossRef
  • The Temporal Pattern of Arterial Stiffness during Aging: A Large-Scale Cross-Sectional Study
    Zhengli Tang, Yuanyuan Lu, Yiming Hao, Robert Morris, Di Kang, Fang Wang, Lin Fan, Weijian Wang, Yiqin Wang, Feng Cheng, Gaetano Santulli
    Journal of Diabetes Research.2021; 2021: 1.     CrossRef
  • Newly diagnosed abnormal glucose tolerance determines post-MI prognosis in patients with hospital related hyperglycaemia but without known diabetes
    Sudipta Chattopadhyay, Anish George, Joseph John, Thozhukat Sathyapalan
    Journal of Diabetes and its Complications.2020; 34(4): 107518.     CrossRef
  • The effect of oral glucose tolerance testing on changes in arterial stiffness and blood pressure in elderly women with hypertension and relationships between the stage of diabetes and physical fitness levels
    Jaesong Lee, Wonil Park, Eunsook Sung, Bokbeom Kim, Nahyun Kim, Saejong Park, Chulho Shin, Jonghoon Park
    Physical Activity and Nutrition.2020; 24(4): 34.     CrossRef
  • Two-hour post-challenge glucose is a better predictor of adverse outcome after myocardial infarction than fasting or admission glucose in patients without diabetes
    Sudipta Chattopadhyay, Anish George, Joseph John, Thozhukat Sathyapalan
    Acta Diabetologica.2018; 55(5): 449.     CrossRef
  • Adjustment of the GRACE score by 2-hour post-load glucose improves prediction of long-term major adverse cardiac events in acute coronary syndrome in patients without known diabetes
    Sudipta Chattopadhyay, Anish George, Joseph John, Thozhukat Sathyapalan
    European Heart Journal.2018; 39(29): 2740.     CrossRef
  • Investigating the Effect of Glucose on Aortic Pulse Wave Velocity Using Pancreatic Clamping Methodology
    Houry Puzantian, Karen Teff, Raymond R. Townsend
    Biological Research For Nursing.2015; 17(3): 270.     CrossRef
  • Association between the Postprandial Glucose Levels and Arterial Stiffness Measured According to the Cardio-ankle Vascular Index in Non-diabetic Subjects
    Atsuko Tsuboi, Chikako Ito, Rumi Fujikawa, Hideya Yamamoto, Yasuki Kihara
    Internal Medicine.2015; 54(16): 1961.     CrossRef
  • Insulin Sensitivity and Beta-Cell Function Are Associated with Arterial Stiffness in Individuals without Hypertension
    Chuchen Meng, Min Sun, Zhixiao Wang, Qi Fu, Mengdie Cao, Zhenxin Zhu, Jia Mao, Yun Shi, Wei Tang, Xiaoping Huang, Yu Duan, Tao Yang
    Journal of Diabetes Research.2013; 2013: 1.     CrossRef
  • Urinary adiponectin concentration is positively associated with micro- and macro-vascular complications
    Won Seon Jeon, Ji Woo Park, Namseok Lee, Se Eun Park, Eun Jung Rhee, Won Young Lee, Ki Won Oh, Sung Woo Park, Cheol-Young Park, Byung-Soo Youn
    Cardiovascular Diabetology.2013;[Epub]     CrossRef

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