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Zhou C, Wang S, Ju L, Zhang R, Yang Y, Liu Y. Positive association between blood ethylene oxide levels and metabolic syndrome: NHANES 2013-2020. Front Endocrinol (Lausanne) 2024; 15:1365658. [PMID: 38699390 PMCID: PMC11063307 DOI: 10.3389/fendo.2024.1365658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/04/2024] [Indexed: 05/05/2024] Open
Abstract
Purpose The exposure of Ethylene oxide (EO) is linked to systemic inflammatory response and various cardiovascular risk factors. Hemoglobin's binding to ethylene oxide (HbEO) was used to measure serum EO level. This research aims to explore the association between metabolic syndrome (MetS) and HbEO, and between HbEO and components of metabolic syndrome. Method This research included 1842 participants from 2013 to 2020 in National Health and Nutrition Examination Survey (NHANES) database. Weighted logistic regression models were used to analyze the relationship between HbEO and metabolic syndrome risk, using odds ratio (OR) and 95% confidence interval (CI). The restricted cubic spline plot explores whether there is a dose-response relationship between HbEO and MetS risk. Subgroup analysis was performed to analyze study heterogeneity. Results Significant differences were found in gender, educational level, marital status, diabetes status and hypertension among different groups (P < 0.001, P = 0.007, P = 0.003, P < 0.001, P < 0.001, respectively). The serum HbEO level exhibited positive correlation with metabolic syndrome risk in Q2 level (OR=1.64, 1.04~2.48), Q3 level (OR=1.99, 1.29~3.08), and Q4 level (OR=2.89, 1.92~4.34). The dose-response association suggested a possible linear association between serum HbEO and metabolic syndrome risk (P-overall=0.0359, P-non-linear=0.179). L-shaped association was found between HbEO and the risk of MetS in female population, obese population and mid-age and elder population (P-overall<0.001, P-non-linear=0.0024; P-overall=0.0107, P-non-linear=0.0055 P-overall<0.001 P-non-linear=0.0157). Conclusion This study indicates a linear correlation between MetS and HbEO, with MetS risk escalating as HbEO levels increase. The prevalence of MetS varies depending on BMI, age and gender, and these factors can also influence MetS prevalence when exposed to EO.
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Affiliation(s)
- Chunqi Zhou
- College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Senlin Wang
- College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Lingling Ju
- College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Ruimin Zhang
- College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Yunning Yang
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
| | - Yanjun Liu
- Department of General Surgery, The Third People’s Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, College of Medicine, Southwest Jiaotong University, Chengdu, Sichuan, China
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Foppiani A, Ciciriello F, Bisogno A, Bricchi S, Colombo C, Alghisi F, Lucidi V, Catena MA, Lucanto M, Mari A, Bedogni G, Battezzati A. Distribution of OGTT-Related Variables in Patients with Cystic Fibrosis from Puberty to Adulthood: An Italian Multicenter Study. J Pers Med 2023; 13:jpm13030469. [PMID: 36983651 PMCID: PMC10056682 DOI: 10.3390/jpm13030469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/24/2023] [Accepted: 02/28/2023] [Indexed: 03/08/2023] Open
Abstract
Background: Insulin secretion and glucose tolerance is annually assessed in patients with cystic fibrosis (PwCF) through oral glucose tolerance tests (OGTTs) as a screening measure for cystic fibrosis-related diabetes. We aimed to describe the distribution and provide reference quartiles of OGTT-related variables in the Italian cystic fibrosis population. Methods: Cross-sectional study of PwCF receiving care in three Italian cystic fibrosis centers of excellence, from 2016 to 2020. We performed a modified 2-h OGTT protocol (1.75 g/kg, maximum 75 g), sampling at baseline and at 30-min intervals, analyzing plasma glucose, serum insulin, and C-peptide. The modified OGTT allowed for the modeling of β cell function. For all variables, multivariable quantile regression was performed to estimate the median, the 25th, and 75th percentiles, with age, sex, and pancreatic insufficiency as predictors. Results: We have quantified the deterioration of glucose tolerance and insulin secretion with age according to sex and pancreatic insufficiency, highlighting a deviation from linearity both for patients <10 years and >35 years of age. Conclusions: References of OGTT variables for PwCF provide a necessary tool to not only identify patients at risk for CFRD or other cystic fibrosis-related complications, but also to evaluate the effects of promising pharmacological therapies.
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Affiliation(s)
- Andrea Foppiani
- ICANS-DIS, Department of Food Environmental and Nutritional Sciences, University of Milan, 20133 Milan, Italy
| | - Fabiana Ciciriello
- Cystic Fibrosis Unit, Department of Pediatric Subspecialties, Bambino Gesù Children’s Hospital, IRCCS, 00165 Rome, Italy
| | - Arianna Bisogno
- Pediatric Cystic Fibrosis Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Com-menda 9, 20122 Milano, Italy
| | - Silvia Bricchi
- Pediatric Cystic Fibrosis Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Com-menda 9, 20122 Milano, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Carla Colombo
- Pediatric Cystic Fibrosis Center, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Com-menda 9, 20122 Milano, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20122 Milano, Italy
| | - Federico Alghisi
- Cystic Fibrosis Unit, Department of Pediatric Subspecialties, Bambino Gesù Children’s Hospital, IRCCS, 00165 Rome, Italy
| | - Vincenzina Lucidi
- Cystic Fibrosis Unit, Department of Pediatric Subspecialties, Bambino Gesù Children’s Hospital, IRCCS, 00165 Rome, Italy
| | - Maria Ausilia Catena
- Cystic Fibrosis Hub Center, Azienda Ospedaliera Universitaria Policlinico G. Martino, 98125 Messina, Italy
| | - Mariacristina Lucanto
- Cystic Fibrosis Hub Center, Azienda Ospedaliera Universitaria Policlinico G. Martino, 98125 Messina, Italy
| | - Andrea Mari
- Institute of Neuroscience, National Research Council, 35127 Padova, Italy
| | - Giorgio Bedogni
- Department of Medical and Surgical Sciences, Alma Mater Studiorum-University of Bologna, 40126 Bologna, Italy
- Internal Medicine Unit Addressed to Frailty and Aging, Department of Primary Health Care, S. Maria delle Croci Hospital, AUSL Romagna, 48121 Ravenna, Italy
| | - Alberto Battezzati
- ICANS-DIS, Department of Food Environmental and Nutritional Sciences, University of Milan, 20133 Milan, Italy
- Clinical Nutrition Unit, Department of Endocrine and Metabolic Medicine, IRCCS Istituto Auxologico Italiano, 20100 Milan, Italy
- Correspondence:
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Gong R, Liu Y, Luo G, Yin J, Xiao Z, Hu T. Using optimal subset regression to identify factors associated with insulin resistance and construct predictive models in the US adult population. Endocr Connect 2022; 11:EC-22-0066. [PMID: 35686717 PMCID: PMC9254325 DOI: 10.1530/ec-22-0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/09/2022] [Indexed: 12/02/2022]
Abstract
BACKGROUND In recent decades, with the development of the global economy and the improvement of living standards, insulin resistance (IR) has become a common phenomenon. Current studies have shown that IR varies between races. Therefore, it is necessary to develop individual prediction models for each country. The purpose of this study was to develop a predictive model of IR applicable to the US population. METHOD In total, 11 cycles of data from the NHANES database were selected for this study. Of these, participants from 1999 to 2010 (n = 14931) were used to establish the model, and participants from 2011 to 2020 (n = 13,646) were used to validate the model. Univariate and multivariable logistic regression was used to analyze the factors associated with IR. Optimal subset regression was used to filter the best modeling variables. ROC curves, calibration curves, and decision curve analysis were used to determine the strengths and weaknesses of the model. RESULTS After screening the variables by optimal subset regression, variables with covariance were excluded, and a total of seven factors (including HDL, LDL, ALB, GLB, GLU, BMI, and waist) were finally included to establish the prediction model. The AUCs were 0.851 and 0.857 in the training and validation sets, respectively, and the Brier value of the calibration curve was 0.153. CONCLUSION The optimal subset predictive model proposed in this study has a great performance in predicting IR, and the decision curve analysis shows that it has a high net clinical benefit, which can help clinicians and epidemiologists easily detect IR and take appropriate interventions as early as possible.
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Affiliation(s)
- Rongpeng Gong
- Medical College of Qinghai University, Xining, People’s Republic of China
| | - Yuanyuan Liu
- Medical College of Qinghai University, Xining, People’s Republic of China
| | - Gang Luo
- Medical College of Qinghai University, Xining, People’s Republic of China
| | - Jiahui Yin
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Zuomiao Xiao
- Department of Clinical Laboratory, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, China
| | - Tianyang Hu
- Precision Medicine Center, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
- Correspondence should be addressed to T Hu:
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Soni PY, Wang Y, Eckert GJ, Ismail HM. Fasting C-peptide values among adolescents in the National Health and Nutrition Examination Surveys. Diabetes Obes Metab 2022; 24:539-545. [PMID: 34866294 PMCID: PMC10043780 DOI: 10.1111/dom.14611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/11/2021] [Accepted: 12/01/2021] [Indexed: 11/30/2022]
Abstract
AIM To report fasting C-peptide values and variations across demographics in healthy non-diabetic adolescents included in the National Health and Nutrition Examination Surveys (NHANES) dataset. RESEARCH DESIGN AND METHODS In this analysis, we used fasting C-peptide data from the 1999 to 2004 NHANES dataset for participants aged 12 to <18 years (n = 2063). RESULTS The mean ± SE age of the participants was 14.99 ± 0.06 years. The participants included 992 girls and 1071 boys, and more than 80% of participants had a body mass index (BMI) percentile of <85%. Among boys, the most notable finding was the increase in geometric mean C-peptide level from 0.51 nmol/L at age 12, to 0.65 nmol/L at age 15 years. Among girls, levels fluctuated around a geometric mean of 0.67 nmol/L. Girls had significantly higher mean log-transformed C-peptide concentrations than boys (P < 0.0001) after adjusting for age, race and BMI percentile category. After adjusting for age and BMI percentile category, non-Hispanic Black boys and girls had significantly lower C-peptide levels than non-Hispanic White (P = 0.0026 and P = 0.0093) and Mexican American boys and girls (P < 0.0001 and P < 0.0001), respectively. Despite these findings, both insulin and homeostatic model assessment of insulin resistance were greater in non-Hispanic Black compared to non-Hispanic White participants. CONCLUSIONS Here we describe fasting C-peptide levels in a non-diabetic adolescent population. These data provide crucial insight into evaluating racial differences in endogenous insulin release and clearance and will provide novel information which can be used in assessing residual β-cell function and response to intervention therapy.
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Affiliation(s)
- Priya Y Soni
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Yumin Wang
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana
| | - George J Eckert
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana
| | - Heba M Ismail
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
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5
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Gentry AE, Robins J, Makowski M, Kliewer W. Differential DNA Methylation and Cardiometabolic Risk in African American Mother-Adolescent Dyads. Biol Res Nurs 2022; 24:75-84. [PMID: 34719281 PMCID: PMC9248288 DOI: 10.1177/10998004211039017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Cardiovascular disease disproportionately affects African Americans as the leading cause of morbidity and mortality. Among African Americans, compared to other racial groups, cardiovascular disease onset occurs at an earlier age due to a higher prevalence of cardiometabolic risk factors, particularly obesity, hypertension and type 2 diabetes. Emerging evidence suggests that heritable epigenetic processes are related to increased cardiovascular disease risk, but this is largely unexplored in adolescents or across generations. MATERIALS AND METHODS In a cross-sectional descriptive pilot study in low-income African American mother-adolescent dyads, we examined associations between DNA methylation and the cardiometabolic indicators of body mass index, waist circumference, and insulin resistance. RESULTS Four adjacent cytosine and guanine nucleotides (CpG) sites were significantly differentially methylated and associated with C-reactive protein (CRP), 62 with waist circumference, and none to insulin resistance in models for both mothers and adolescents. CONCLUSION Further study of the relations among psychological and environmental stressors, indicators of cardiovascular disease, risk, and epigenetic factors will improve understanding of cardiovascular disease risk so that preventive measures can be instituted earlier and more effectively. To our knowledge this work is the first to examine DNA methylation and cardiometabolic risk outcomes in mother-adolescent dyads.
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Affiliation(s)
- Amanda Elswick Gentry
- Department of Psychiatry, Virginia
Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University,
Richmond, VA, USA,Amanda Elswick Gentry, PhD, Department of
Psychiatry, Virginia Institute for Psychiatric and Behavioral Genetics, Virginia
Commonwealth University, 800 East Leigh Street, Suite 100, Room 130-B, Richmond,
VA 23219, USA.
| | - Jo Robins
- School of Nursing, Virginia
Commonwealth University, Richmond, VA, USA
| | | | - Wendy Kliewer
- Department of Psychology, College of
Humanities and Sciences, Virginia Commonwealth University, Richmond, VA, USA
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6
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Kheirollahi A, Teimouri M, Karimi M, Vatannejad A, Moradi N, Borumandnia N, Sadeghi A. Evaluation of lipid ratios and triglyceride-glucose index as risk markers of insulin resistance in Iranian polycystic ovary syndrome women. Lipids Health Dis 2020; 19:235. [PMID: 33161896 PMCID: PMC7648985 DOI: 10.1186/s12944-020-01410-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 10/20/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Insulin resistance has a vital role in the pathophysiology of polycystic ovary syndrome (PCOS). Previous investigations have shown that some lipid ratios could be a simple clinical indicator of insulin resistance (IR) in some disorders and ethnicities. The present study was conducted to evaluate the correlation between triglyceride to HDL-cholesterol (TG/HDL-C), total cholesterol to HDL-cholesterol (TC/HDL-C), as well as fasting triglyceride-glucose (TyG) indices with IR (as measured by homeostasis model assessment of IR (HOMA-IR), quantitative insulin sensitivity check index (QUICKI) and fasting glucose to insulin ratio (FGIR)) among the Iranian women diagnosed with PCOS. METHODS In the current study, a total of 305 women with PCOS were evaluated. TG/HDL-C, TC/HDL-C, and TyG indices were calculated. Fasting insulin level was measured using ELISA technique. IR was defined as a HOMA-IR value of ≥2.63, FG-IR value of < 8.25, and QUICKI value of < 0.33. RESULTS The insulin-resistant (IR) and insulin-sensitive (IS) groups, established by the HOMA-IR, FG-IR, and QUICKI values were different in terms of TG/HDL-C, TC/HDL-C, and TyG indices. These indices were associated with IR even after adjusting for age and BMI. ROC curve analyses showed that TyG, TG/HDL-C, and TC/HDL-C strongly predicted HOMA-IR with area under the curve (AUC) of 0.639, 0.619, and 0.623, respectively (P < 0.05). Further, TC/HDL-C was a good predictor of FG-IR with AUC of 0.614 (P = 0.04). CONCLUSION TyG, TG/HDL-C, and TC/HDL-C indices might be good indicators of IR among Iranian women diagnosed with PCOS.
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Affiliation(s)
- Asma Kheirollahi
- Department of Comparative Biosciences, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Maryam Teimouri
- Department of biochemistry, School of Paramedicine, Shahroud University of Medical Sciences, Shahroud, Iran
| | - Mehrdad Karimi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Akram Vatannejad
- Department of Comparative Biosciences, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran.
| | - Nariman Moradi
- Cellular and Molecular Research Center, Research Institute for Health Development, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Nasrin Borumandnia
- Urology and Nephrology Research Centre, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Asie Sadeghi
- Student Research Committee, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran. .,Department of Clinical Biochemistry, Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran.
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Jiang X, Tian W, Nicolls MR, Rockson SG. The Lymphatic System in Obesity, Insulin Resistance, and Cardiovascular Diseases. Front Physiol 2019; 10:1402. [PMID: 31798464 PMCID: PMC6868002 DOI: 10.3389/fphys.2019.01402] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 10/31/2019] [Indexed: 12/22/2022] Open
Abstract
Obesity, insulin resistance, dyslipidemia, and hypertension are fundamental clinical manifestations of the metabolic syndrome. Studies over the last few decades have implicated chronic inflammation and microvascular remodeling in the development of obesity and insulin resistance. Newer observations, however, suggest that dysregulation of the lymphatic system underlies the development of the metabolic syndrome. This review summarizes recent advances in the field, discussing how lymphatic abnormality promotes obesity and insulin resistance, and, conversely, how the metabolic syndrome impairs lymphatic function. We also discuss lymphatic biology in metabolically dysregulated diseases, including type 2 diabetes, atherosclerosis, and myocardial infarction.
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Affiliation(s)
- Xinguo Jiang
- VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Wen Tian
- VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Mark R Nicolls
- VA Palo Alto Health Care System, Palo Alto, CA, United States.,Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Stanley G Rockson
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
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Yeh WC, Tsao YC, Li WC, Tzeng IS, Chen LS, Chen JY. Elevated triglyceride-to-HDL cholesterol ratio is an indicator for insulin resistance in middle-aged and elderly Taiwanese population: a cross-sectional study. Lipids Health Dis 2019; 18:176. [PMID: 31604438 PMCID: PMC6790048 DOI: 10.1186/s12944-019-1123-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 09/30/2019] [Indexed: 11/22/2022] Open
Abstract
Background Previous studies have reported that the triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio could be a simple clinical indicator of insulin resistance (IR), but the results indicated that there were heterogeneities between different ethnicities. We aimed to investigate the association between TG/HDL-C and IR (as measured by homeostasis model assessment of IR [HOMA-IR]), and establish a clinical prediction rule for IR in middle-aged and elderly Taiwanese. Methods A total of 398 subjects were recruited, and each subject completed a questionnaire that included personal and medical history data, and underwent anthropometric measurement and blood sampling. IR was defined as HOMA-IR index value ≥2.0. Chi-squared test, independent two-sample t-test, Pearson’s correlation coefficient, and multiple logistic regression were used to evaluate the association between IR and TG/HDL-C ratio. A receiver operating characteristic (ROC) analysis was conducted to evaluate the ability of the developed clinical prediction rule to correctly discriminate between subjects of IR positive and IR negative groups. Results A significant association between IR and TG/HDL-C ratio was identified with a Pearson’s correlation coefficient of 0.35 (p-value< 0.001). In multiple logistic regression, high BMI (OR = 1.23; 95% C.I. = 1.13–1.33), hypertension (OR = 1.90; 95% C.I. = 1.12–3.21), diabetes mellitus (OR = 5.44; 95% C.I. = 2.93–10.08) and high TG/HDL ratio (OR = 1.45; 95% C.I. = 1.23–1.72) were significantly associated with the risk of elevated HOMA-IR. The area under ROC curves for TG/HDL-C ratio was 0.729 and the optimal threshold value was 2.197 where the corresponding of sensitivity and specificity were 72.4 and 65.1%. Conclusions Our findings showed that the elevated TG/HDL-C ratio was significantly associated with IR and could be used as an indicator of IR among the middle-aged and elderly population in Taiwan. It is clinically available, thus eliminating any additional costs. Future research is warranted to investigate the use of TG/HDL-C ratio combined with other risk factors for predicting IR under diverse ethnic backgrounds.
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Affiliation(s)
- Wei-Chung Yeh
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Postal address: No. 5, Fuxing St., Guishan Dist, Taoyuan City, 33305, Taiwan, Republic of China
| | - Yu-Chung Tsao
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Postal address: No. 5, Fuxing St., Guishan Dist, Taoyuan City, 33305, Taiwan, Republic of China.,Chang Gung University College of Medicine, No.259, Wenhua 1st Rd., Guishan Dist., Taoyuan City, 333, Taiwan, Republic of China.,Department of Occupational Medicine, Chang Gung Memorial Hospital, Linkou Branch, No.5, Fuxing St., Guishan Dist., Taoyuan City, 33305, Taiwan, Republic of China
| | - Wen-Cheng Li
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Postal address: No. 5, Fuxing St., Guishan Dist, Taoyuan City, 33305, Taiwan, Republic of China.,Department of Health Management, Xiamen Chang-Gung Hospital, Xiamen, No.123, Xiafei Road, Haicang District, Xiamen, China
| | - I-Shiang Tzeng
- Department of Research, Taipei Tzu Chi General Hospital, Buddhist Tzu Chi Medical Foundation, No.289, Jianguo Rd., Xindian Dist, New Taipei City, 23142, Taiwan, Republic of China
| | - Liang-Sien Chen
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Postal address: No. 5, Fuxing St., Guishan Dist, Taoyuan City, 33305, Taiwan, Republic of China
| | - Jau-Yuan Chen
- Department of Family Medicine, Chang-Gung Memorial Hospital, Linkou Branch, Postal address: No. 5, Fuxing St., Guishan Dist, Taoyuan City, 33305, Taiwan, Republic of China. .,Chang Gung University College of Medicine, No.259, Wenhua 1st Rd., Guishan Dist., Taoyuan City, 333, Taiwan, Republic of China.
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9
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Percentile curves for cardiometabolic disease markers in Canadian children and youth: a cross-sectional study. BMC Pediatr 2018; 18:314. [PMID: 30266080 PMCID: PMC6162958 DOI: 10.1186/s12887-018-1289-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 09/20/2018] [Indexed: 11/10/2022] Open
Abstract
Background The objective of this study to develop percentile curves for cardiometabolic disease markers in a population-based sample of Canadian children and youth. Methods The analysis used data from 6116 children and adolescents between 6 and 19 years of age who participated in the Canadian Health Measures Survey cycles 1 (2007/2009), 2 (2009/2011), and 3 (2012/2013). Total cholesterol, HDL cholesterol, and hemoglobin A1c levels as well as fasting levels of triglycerides, insulin, and homeostasis model assessment insulin resistance were measured using standardized procedures. Age- and sex-specific centiles for all markers were calculated using Cole and Green’s LMS method. Results With the exception of hemoglobin A1c, all markers showed age- and sex-related differences during childhood and adolescence. Conclusions We have developed centile curves for cardiometabolic disease markers in Canadian children and adolescents and demonstrated age and sex differences that should be considered when evaluating these markers in this age group.
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Prevention of Type 2 Diabetes in U.S. Hispanic Youth: A Systematic Review of Lifestyle Interventions. Am J Prev Med 2017; 53:519-532. [PMID: 28688727 PMCID: PMC5610076 DOI: 10.1016/j.amepre.2017.05.020] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 05/02/2017] [Accepted: 05/22/2017] [Indexed: 02/06/2023]
Abstract
CONTEXT Prevalence of type 2 diabetes mellitus (T2DM) in youth has increased rapidly in recent decades along with rises in childhood obesity. Disparities in risk and prevalence of T2DM are evident in Hispanic youth when compared with non-Hispanic whites. Targeted diabetes prevention programs have been recommended to reduce risk prior to adulthood in this population. This systematic review explores the effectiveness of lifestyle-based diabetes prevention interventions for Hispanic youth. EVIDENCE ACQUISITION PubMed, PsycINFO, Web of Science, and CENTRAL were searched from database inception to March 1, 2017, for studies that evaluated lifestyle-focused prevention trials targeting U.S. Hispanic youth under age 18 years. Fifteen publications met criteria for inclusion. EVIDENCE SYNTHESIS Of the 15 studies, 11 were RCTs; four were uncontrolled. Interventions were heterogeneous in intensity, content, and setting. Duration of most trials was 12-16 weeks. Mean age of participants ranged from 9.8 to 15.8 years, sample sizes were generally small, and the majority of participants were overweight (BMI ≥85th percentile). Three studies reported statistically significant reductions in mean BMI, four in BMI z-score, and six in fasting glucose/insulin. Study quality was moderate to high. Effect sizes were generally small to medium. CONCLUSIONS Evidence for the impact of lifestyle-based diabetes prevention interventions targeting U.S. Hispanic youth remains limited. Few interventions demonstrated success in reducing BMI and glucose regulation and follow-up times were brief. More studies are needed that recruit larger samples sizes, extend follow-up times, explore innovative delivery modalities, and examine effectiveness across sex and age.
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11
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Ray S, Talukdar A, Sonthalia N, Saha M, Kundu S, Khanra D, Guha S, Basu AK, Mukherjee A, Ray D, Ganguly S. Serum lipoprotein ratios as markers of insulin resistance: a study among non-diabetic acute coronary syndrome patients with impaired fasting glucose. Indian J Med Res 2016; 141:62-7. [PMID: 25857496 PMCID: PMC4405942 DOI: 10.4103/0971-5916.154504] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND & OBJECTIVES Recent data suggest that insulin resistance can predict cardiovascular disease independently of the other risk factors, such as hypertension, visceral obesity or dyslipidaemia. However, the majority of available methods to evaluate insulin resistance are complicated to operate, expensive, and time consuming. This study was undertaken to assess whether serum lipoprotein ratios could predict insulin resistance in non-diabetic acute coronary syndrome (ACS) patients. METHODS Ninety non-diabetic patients with impaired fasting glucose admitted with a diagnosis of ACS were included in the study. At the time of admission fasting glucose and insulin concentrations were measured. The homeostatic model assessment-insulin resistance (HOMA-IR) was used for insulin resistance. The fasting serum total cholesterol (TC), triglycerides (TG) and high density lipoprotein cholesterol (HDL-C) levels were checked, and then TC/HDL-C and TG/HDL-C ratios were calculated. The areas under the curves (AUC) of the receiver operating characteristic (ROC) curves were used to compare the power of these serum lipoprotein ratios as markers. RESULTS Lipoprotein ratios were significantly higher in patients with HOMA-IR index > 2.5 as compared to patients with index <2.5 (P < 0.05). Both TG/HDL-C and TC/HDL-C ratios were significantly correlated with HOMA-IR (P<0.05). The area under the ROC curve of the TG/HDL-C and TC/HDL-C ratio for predicting insulin resistance was 0.80 (95% CI, 0.67 to 0.93), 0.78 (95% CI, 0.65 to 0.91), respectively. INTERPRETATION & CONCLUSIONS The findings of this study demonstrate that serum lipoprotein ratios can provide a simple means of identifying insulin resistance and can be used as markers of insulin resistance and cardiovascular diseases risk in adult non-diabetic patients.
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Affiliation(s)
| | - A Talukdar
- Department of General Medicine, Medical College & Hospital, Kolkata, West Bengal, India
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12
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Barahona R, Manuel R, Marianela TH. Prevalence of Some Factors Associated to Metabolic Syndrome at Mexico Hospital. Health (London) 2015. [DOI: 10.4236/health.2015.78106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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13
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Chowdhury SM, Henshaw MH, Friedman B, Saul JP, Shirali GS, Carter J, Levitan BM, Hulsey T. Lean body mass may explain apparent racial differences in carotid intima-media thickness in obese children. J Am Soc Echocardiogr 2014; 27:561-7. [PMID: 24513240 PMCID: PMC4004692 DOI: 10.1016/j.echo.2014.01.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Indexed: 01/28/2023]
Abstract
BACKGROUND Racial differences in carotid intima-media thickness (cIMT) have been suggested to be associated with the disproportionally high prevalence of cardiovascular disease in black adults. The objective of this study was to evaluate the effects of cardiovascular risk factors on the racial differences seen in cIMT in obese children. METHODS Obese subjects aged 4 to 21 years were recruited prospectively. Height, weight, blood pressure, fasting insulin, glucose, lipid panel, high-sensitivity C-reactive protein, and body composition by dual-energy x-ray absorptiometry were obtained. B-mode carotid imaging was analyzed by a single blinded physician. RESULTS A total of 120 subjects (46 white, 74 black) were enrolled. Black subjects exhibited greater cIMT (0.45 ± 0.03 vs 0.43 ± 0.02 cm, P < .01) and higher lean body mass index (19.3 ± 3.4 vs 17.3 ± 3.2 kg/m², P = .02) than white subjects. Simple linear regression revealed modest associations between mean cIMT and race (R = 0.52, P < .01), systolic blood pressure (R = 0.47, P < .01), and lean body mass (R = 0.51, P < .01). On multivariate regression analysis, lean body mass remained the only measure to maintain a statistically significant relationship with mean cIMT (P < .01). CONCLUSIONS Black subjects demonstrated greater cIMT than white subjects. The relationship between race and cIMT disappeared when lean body mass was accounted for. Future studies assessing the association of cardiovascular disease risk factors to cIMT in obese children should include lean body mass in the analysis.
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Affiliation(s)
- Shahryar M Chowdhury
- Department of Pediatrics, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina.
| | - Melissa H Henshaw
- Department of Pediatrics, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina
| | - Brad Friedman
- Asheville Cardiology Associates, Asheville, North Carolina
| | - J Philip Saul
- Department of Pediatrics, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina
| | - Girish S Shirali
- The Ward Family Heart Center, Children's Mercy Hospital, Kansas City, Missouri
| | - Janet Carter
- Department of Pediatrics, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina
| | - Bryana M Levitan
- Department of Pediatrics, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina
| | - Tom Hulsey
- Department of Pediatrics, Division of Pediatric Epidemiology, Medical University of South Carolina, Charleston, South Carolina
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14
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Nightingale CM, Rudnicka AR, Owen CG, Wells JCK, Sattar N, Cook DG, Whincup PH. Influence of adiposity on insulin resistance and glycemia markers among U.K. Children of South Asian, black African-Caribbean, and white European origin: child heart and health study in England. Diabetes Care 2013; 36:1712-9. [PMID: 23315600 PMCID: PMC3661837 DOI: 10.2337/dc12-1726] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Ethnic differences in type 2 diabetes risk between South Asians and white Europeans originate before adult life and are not fully explained by higher adiposity levels in South Asians. Although metabolic sensitivity to adiposity may differ between ethnic groups, this has been little studied in childhood. We have therefore examined the associations among adiposity, insulin resistance, and glycemia markers in children of different ethnic origins. RESEARCH DESIGN AND METHODS Cross-sectional study of 4,633 9- to 10-year-old children (response rate 68%) predominantly of South Asian, black African-Caribbean, and white European origin (n = 1,266, 1,176, and 1,109, respectively) who had homeostasis model assessments of insulin resistance (HOMA-IR), glycemia markers (HbA1c and fasting glucose), and adiposity (BMI, waist circumference, skinfold thicknesses, and bioimpedance [fat mass]). RESULTS All adiposity measures were positively associated with HOMA-IR in all ethnic groups, but associations were stronger among South Asians compared to black African-Caribbeans and white Europeans. For a 1-SD increase in fat mass percentage, percentage differences in HOMA-IR were 37.5% (95% CI 33.3-41.7), 29.7% (25.8-33.8), and 27.0% (22.9-31.2), respectively (P interaction < 0.001). All adiposity markers were positively associated with HbA1c in South Asians and black African-Caribbeans but not in white Europeans; for a 1-SD increase in fat mass percentage, percentage differences in HbA1c were 0.04% (95% CI 0.03-0.06), 0.04% (0.02-0.05), and 0.02% (-0.00 to 0.04), respectively (P interaction < 0.001). Patterns for fasting glucose were less consistent. CONCLUSIONS South Asian children are more metabolically sensitive to adiposity. Early prevention or treatment of childhood obesity may be critical for type 2 diabetes prevention, especially in South Asians.
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Affiliation(s)
- Claire M Nightingale
- Division of Population Health Sciences and Education, St George’s, University of London, London, UK.
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15
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Marjani A, Moujerloo M, Hezarkhani S. Age related metabolic syndrome among hemodialysis patients in gorgan, iran. Open Biochem J 2013; 7:15-8. [PMID: 23459155 PMCID: PMC3582013 DOI: 10.2174/1874091x01307010015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Revised: 10/12/2012] [Accepted: 10/23/2012] [Indexed: 11/25/2022] Open
Abstract
People with metabolic syndrome are at high risk for developing cardiovascular disease. The present study aimed to determine the age related metabolic syndrome of hemodialysis patients. The biochemical parameters and demographic information were registered. The prevalence of metabolic syndrome was significantly high in ages 50-59 and 60-69 years in hemodialysis patients when compared with other age groups (P< 0.05). There was elevated frequency of metabolic syndrome from age 50-59 and 40-49 years in male and female hemodialysis patients, respectively. The frequency of metabolic syndrome in female subjects (65.27%) was higher than male (47.14%, P<0.05). The prevalence of metabolic syndrome was high in ages 50-59 years in males and females. There was a significant difference in hemodialysis patients with metabolic syndrome in ages 50-59 years in males and from ages 40-49, 50-59 and 60-69 years in females (P< 0.05). Our results show that 25.71%, 18.57% and 2.86% males and 36.11%, 20.83% and 8.33% females had three, four and five criteria for metabolic syndrome, respectively. The results of this study showed that females patients were more affected than males. This may depended on the specific lifestyle alterations among females and males patients in this area.
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Affiliation(s)
- Abdoljalal Marjani
- Department of Biochemistry and Biophysics, Metabolic Disorders Research Center, Gorgan Faculty of Medicine, Golestan University of Medical Sciences, Gorgan, Iran
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16
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Rafalson L, Pham TH, Willi SM, Marcus M, Jessup A, Baranowski T. The association between acanthosis nigricans and dysglycemia in an ethnically diverse group of eighth grade students. Obesity (Silver Spring) 2013; 21:E328-33. [PMID: 23592686 PMCID: PMC3630476 DOI: 10.1002/oby.20129] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2011] [Accepted: 09/04/2012] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The purpose of this study was to describe the prevalence of acanthosis nigricans (AN) and to quantify its association with dysglycemia in an ethnically diverse group of eighth-grade students. DESIGN AND METHODS Data were collected in 2003 from a cross-sectional study of students from 12 middle schools in three US states. Sex, race/ethnicity, and pubertal status were self-reported. Anthropometric measures were recorded. Trained staff identified the presence and severity of AN by inspection of the back of the neck. Fasting and 2 h blood samples were analyzed for impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and high-risk glycated hemoglobin (A1C), respectively, defined as ≥100 mg/dl, ≥140 mg/dl, and ≥ 5.7-6.4%. RESULTS Overall, 25.0%, 58.2%, and 16.8% were Black, Hispanic, and White, respectively. AN was present among 406/1,438 (28.2%) of students: 39% among Black, 30% among Hispanic, and 5.4% among White. IGT and high-risk A1C were present among 2.1%, and 12.4%, respectively. In multivariate logistic modeling after adjusting for gender, family history of diabetes, BMI percentile, and pubertal staging, the presence (vs. absence) of AN was associated with a 59% increased likelihood of high-risk A1C: (P = 0.04), twice the likelihood of IGT (P = 0.06), and 47% greater likelihood of IGT/IFG combined (P < 0.0001). Adjustment for insulin attenuated the ORs by 25-70%. CONCLUSION In a racially/ethnically diverse sample of US adolescents, AN was common, occurring in 28% of the sample. AN was associated with a 50-100% increased likelihood of dysglycemia even after consideration of established diabetes risk factors.
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Affiliation(s)
- Lisa Rafalson
- Health Service Administration, D'Youville College, Buffalo, New York, USA.
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17
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Marcus MD, Hirst K, Kaufman F, Foster GD, Baranowski T. Lessons learned from the HEALTHY primary prevention trial of risk factors for type 2 diabetes in middle school youth. Curr Diab Rep 2013; 13:63-71. [PMID: 23065367 PMCID: PMC3544993 DOI: 10.1007/s11892-012-0333-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The HEALTHY trial was designed to take a primary prevention approach to risk factors for type 2 diabetes in youth, primarily obesity. The study involved over 6,000 students at 42 middle schools across the U.S. Half received an integrated intervention program of components addressing the school food environment, physical education, lifestyle behaviors, and promotional messaging. The intervention was designed to be more comprehensive than previous efforts, and the research was amply funded. Although the primary objective of reducing the percentage of overweight and obesity in schools that received the intervention program, as compared with control schools, was not obtained, key secondary outcomes indicated an intervention effect. In retrospect, senior investigators involved in the study's design, conduct, and analysis discuss weaknesses and strengths and offer recommendations for future research efforts that address prevention of childhood obesity from a public health perspective.
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Affiliation(s)
- Marsha D. Marcus
- University of Pittsburgh School of Medicine, 3811 O’Hara Street, Pittsburgh PA 15213, (o) 412-246-6371, (f) 412-246-6370,
| | - Kathryn Hirst
- George Washington University Biostatistics Center, 6110 Executive Boulevard, Suite 750, Rockville MD 02852, (o) 301-881-9260, (f) 301-881-3767,
| | - Francine Kaufman
- Children’s Hospital Los Angeles, 4650 Sunset Boulevard, MS 61, Los Angeles CA 90027, (o) 323-361-5489, (f) 323-361-1350,
| | - Gary D. Foster
- Temple University Center for Obesity Research and Education, 3223 North Broad Street, Philadelphia PA 19140, (o) 215-707-8632, (f) 215-707-6475,
| | - Tom Baranowski
- Baylor College of Medicine Children's Nutrition Research Center, 1100 Bates Street, Houston TX 77030, (o) 713-798-6762, (f) 713-798-7098,
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18
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Kim JS, Kang HT, Shim JY, Lee HR. The association between the triglyceride to high-density lipoprotein cholesterol ratio with insulin resistance (HOMA-IR) in the general Korean population: based on the National Health and Nutrition Examination Survey in 2007-2009. Diabetes Res Clin Pract 2012; 97:132-8. [PMID: 22607906 DOI: 10.1016/j.diabres.2012.04.022] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2011] [Revised: 04/22/2012] [Accepted: 04/24/2012] [Indexed: 10/28/2022]
Abstract
AIMS This study explores the association between the ratio of triglyceride (TG) and high-density lipoprotein cholesterol (HDL-C) and insulin resistance according to waist circumference in the general Korean population. METHODS 7623 participants were selected from the Korean National Health and Nutrition Examination Survey (KNHANES) conducted during 2007-2009 and included in this cross-sectional study. Insulin resistance was defined as the values equal to or greater than the 75th percentile of the homeostasis model assessment of insulin resistance (HOMA-IR). RESULTS Positive correlation was found between the ratio of TG and HDL-C and other variables such as waist circumference, total cholesterol, and HOMA-IR for both men and women. The odds ratios (ORs) (95% confidence interval) for insulin resistance for the highest quartile of TG/HDL-C were 2.48 in men and 3.05 in women. The significant relationship between the TG/HDL-C ratio and insulin resistance was not only maintained across all quartiles of waist circumference but also seemed to be enhanced in the higher quartiles of waist circumference. CONCLUSION In the general Korean population, there seems to be a linear association between TG/HDL-C ratio and insulin resistance, regardless of degrees of waist circumference.
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Affiliation(s)
- Jong-Seok Kim
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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19
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Whincup PH, Nightingale CM, Owen CG, Rapala A, Bhowruth DJ, Prescott MH, Ellins EA, Donin AS, Masi S, Rudnicka AR, Sattar N, Cook DG, Deanfield JE. Ethnic Differences in Carotid Intima-Media Thickness Between UK Children of Black African-Caribbean and White European Origin. Stroke 2012; 43:1747-54. [DOI: 10.1161/strokeaha.111.644955] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background and Purpose—
UK black African-Caribbean adults have higher risks of stroke than white Europeans and have been shown to have increased carotid intima-media thickness (cIMT). We examined whether corresponding ethnic differences in cIMT were apparent in childhood and, if so, whether these could be explained by ethnic differences in cardiovascular risk markers.
Methods—
We conducted a 2-stage survey of 939 children (208 white European, 240 black African-Caribbean, 258 South Asian, 63 other Asian, 170 other ethnicity), who had a cardiovascular risk assessment and measurements of cIMT at mean ages of 9.8 and 10.8 years, respectively.
Results—
Black African-Caribbean children had a higher cIMT than white Europeans (mean difference, 0.014 mm; 95% CI, 0.008–0.021 mm;
P
<0.0001). cIMT levels in South Asian and other Asian children were however similar to those of white Europeans. Among all children, cIMT was positively associated with age, systolic and diastolic blood pressure and inversely with combined skinfold thickness and serum triglyceride. Mean triglyceride was lower among black African-Caribbeans than white Europeans; blood pressure and skinfold thickness did not differ appreciably. However, adjustment for these risk factors had little effect on the cIMT difference between black African-Caribbeans and white Europeans.
Conclusions—
UK black African-Caribbean children have higher cIMT levels in childhood; the difference is not explained by conventional cardiovascular risk markers. There may be important opportunities for early cardiovascular prevention, particularly in black African-Caribbean children.
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Affiliation(s)
- Peter H. Whincup
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Claire M. Nightingale
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Christopher G. Owen
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Alicja Rapala
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Devina J. Bhowruth
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Melanie H. Prescott
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Elizabeth A. Ellins
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Angela S. Donin
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Stefano Masi
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Alicja R. Rudnicka
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Naveed Sattar
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - Derek G. Cook
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
| | - John E. Deanfield
- From the Population Health Research Centre (P.H.W., C.M.N., C.G.O., A.R., D.J.B., M.H.P., A.S.D., A.R.R., D.G.C.), Division of Population Health Sciences and Education, St George's, University of London, London, UK; the Vascular Physiology Unit (A.R., D.J.B., M.H.P., E.A.E., S.M., J.E.D.), Institute of Child Health, Guilford Street, London, UK; and the British Heart Foundation Glasgow Cardiovascular Research Centre (N.S.), University of Glasgow, Glasgow, UK
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Whincup PH, Nightingale CM, Owen CG, Rudnicka AR, Gibb I, McKay CM, Donin AS, Sattar N, Alberti KGMM, Cook DG. Early emergence of ethnic differences in type 2 diabetes precursors in the UK: the Child Heart and Health Study in England (CHASE Study). PLoS Med 2010; 7:e1000263. [PMID: 20421924 PMCID: PMC2857652 DOI: 10.1371/journal.pmed.1000263] [Citation(s) in RCA: 116] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2009] [Accepted: 03/08/2010] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Adults of South Asian origin living in the United Kingdom have high risks of type 2 diabetes and central obesity; raised circulating insulin, triglyceride, and C-reactive protein concentrations; and low HDL-cholesterol when compared with white Europeans. Adults of African-Caribbean origin living in the UK have smaller increases in type 2 diabetes risk, raised circulating insulin and HDL-cholesterol, and low triglyceride and C-reactive protein concentrations. We examined whether corresponding ethnic differences were apparent in childhood. METHODS AND FINDINGS We performed a cross-sectional survey of 4,796 children aged 9-10 y in three UK cities who had anthropometric measurements (68% response) and provided blood samples (58% response); ethnicity was based on parental definition. In age-adjusted comparisons with white Europeans (n = 1,153), South Asian children (n = 1,306) had higher glycated haemoglobin (HbA1c) (% difference: 2.1, 95% CI 1.6 to 2.7), fasting insulin (% difference 30.0, 95% CI 23.4 to 36.9), triglyceride (% difference 12.9, 95% CI 9.4 to 16.5), and C-reactive protein (% difference 43.3, 95% CI 28.6 to 59.7), and lower HDL-cholesterol (% difference -2.9, 95% CI -4.5 to -1.3). Higher adiposity levels among South Asians (based on skinfolds and bioimpedance) did not account for these patterns. Black African-Caribbean children (n = 1,215) had higher levels of HbA1c, insulin, and C-reactive protein than white Europeans, though the ethnic differences were not as marked as in South Asians. Black African-Caribbean children had higher HDL-cholesterol and lower triglyceride levels than white Europeans; adiposity markers were not increased. CONCLUSIONS Ethnic differences in type 2 diabetes precursors, mostly following adult patterns, are apparent in UK children in the first decade. Some key determinants operate before adult life and may provide scope for early prevention.
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Affiliation(s)
- Peter H Whincup
- Division of Community Health Sciences, St George's, University of London, London, United Kingdom.
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Ouyang F, Christoffel KK, Brickman WJ, Zimmerman D, Wang B, Xing H, Zhang S, Arguelles LM, Wang G, Liu R, Xu X, Wang X. Adiposity is inversely related to insulin sensitivity in relatively lean Chinese adolescents: a population-based twin study. Am J Clin Nutr 2010; 91:662-71. [PMID: 20107193 PMCID: PMC2823638 DOI: 10.3945/ajcn.2009.28750] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Adolescence is a critical period for rising adiposity and falling insulin sensitivity (IS), but the independent relation between adiposity and IS remains understudied. OBJECTIVE The objective was to examine which adiposity measures are most strongly associated with IS in nondiabetic adolescents, whether sex-difference exists, and to what degree genetic or environmental factors affect the adiposity-IS relation. DESIGN The study included 1613 rural Chinese adolescents (888 males) aged 13-20 y from a population-based twin cohort. We used graphic plots and linear mixed models to examine the relation of anthropometric and dual-energy X-ray absorptiometry-based measures of adiposity with IS [QUantitative Insulin-sensitivity ChecK Index (QUICKI), fasting serum insulin (FSI), homeostasis model assessment of insulin resistance (HOMA-IR)] and structural equation models to estimate genetic/environmental influences on these associations. RESULTS In graphic analyses, participants in the highest quintile (quintile 5) of waist circumference (WC) and percentage body fat (%BF) had the lowest QUICKI and the highest FSI and HOMA-IR values for all age-sex groups. In regression models adjusted for age, Tanner stage, zygosity, and physical activity, all adiposity measures showed inverse associations with IS in both sexes, but WC explained the largest fraction of variance in IS measures (10-14%). Of the phenotypic correlations between adiposity measures and IS (-0.28 to -0.38), 74-85% were attributed to shared genetic factors and 15-26% to common unique environmental factors in both sexes. CONCLUSIONS In these relatively lean Chinese adolescents, WC and %BF (quintile 5) are the adiposity measures most consistently and strongly associated with decreased IS in both sexes. To a large degree, shared genetic factors contribute to this association.
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Affiliation(s)
- Fengxiu Ouyang
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Cook S, Auinger P, Huang TTK. Growth curves for cardio-metabolic risk factors in children and adolescents. J Pediatr 2009; 155:S6.e15-26. [PMID: 19732566 PMCID: PMC2789447 DOI: 10.1016/j.jpeds.2009.04.051] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2008] [Revised: 01/29/2009] [Accepted: 03/04/2009] [Indexed: 01/08/2023]
Abstract
OBJECTIVE This study developed percentile curves for anthropometric (waist circumference) and cardiovascular (lipid profile) risk factors for US children and adolescents. STUDY DESIGN A representative sample of US children and adolescents from the National Health and Nutrition Examination Survey from 1988 to 1994 (NHANES III) and the current national series (NHANES 1999-2006) were combined. Percentile curves were constructed, nationally weighted, and smoothed using the Lambda, Mu, and Sigma method. The percentile curves included age- and sex-specific percentile values that correspond with and transition into the adult abnormal cut-off values for each of these anthropometric and cardiovascular components. To increase the sample size, a second series of percentile curves was also created from the combination of the 2 NHANES databases, along with cross-sectional data from the Bogalusa Heart Study, the Muscatine Study, the Fels Longitudinal Study and the Princeton Lipid Research Clinics Study. RESULTS These analyses resulted in a series of growth curves for waist circumference, total cholesterol, LDL cholesterol, triglycerides, and HDL cholesterol from a combination of pediatric data sets. The cut-off for abnormal waist circumference in adult males (102 cm) was equivalent to the 94(th) percentile line in 18-year-olds, and the cut-off in adult females (88 cm) was equivalent to the 84(th) percentile line in 18-year-olds. Triglycerides were found to have a bimodal pattern among females, with an initial peak at age 11 and a second at age 20; the curve for males increased steadily with age. The HDL curve for females was relatively flat, but the male curve declined starting at age 9 years. Similar curves for total and LDL cholesterol were constructed for both males and females. When data from the additional child studies were added to the national data, there was little difference in their patterns or rates of change from year to year. CONCLUSIONS These curves represent waist and lipid percentiles for US children and adolescents, with identification of values that transition to adult abnormalities. They could be used conditionally for both epidemiological and possibly clinical applications, although they need to be validated against longitudinal data.
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Affiliation(s)
- Stephen Cook
- Department of Pediatrics, Division of General Pediatrics, and Strong Children's Research Center, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642-3917, USA.
| | - Peggy Auinger
- Division of General Pediatrics and Strong Children’s Research Center, Department of Pediatrics, University of Rochester School of Medicine and Dentistry, Rochester, NY
| | - Terry T.-K. Huang
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD
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Hirst K, Baranowski T, DeBar L, Foster GD, Kaufman F, Kennel P, Linder B, Schneider M, Venditti EM, Yin Z. HEALTHY study rationale, design and methods: moderating risk of type 2 diabetes in multi-ethnic middle school students. Int J Obes (Lond) 2009; 33 Suppl 4:S4-20. [PMID: 19623188 PMCID: PMC2782907 DOI: 10.1038/ijo.2009.112] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The HEALTHY primary prevention trial was designed and implemented in response to the growing numbers of children and adolescents being diagnosed with type 2 diabetes. The objective was to moderate risk factors for type 2 diabetes. Modifiable risk factors measured were indicators of adiposity and glycemic dysregulation: body mass index > or =85th percentile, fasting glucose > or =5.55 mmol l(-1) (100 mg per 100 ml) and fasting insulin > or =180 pmol l(-1) (30 microU ml(-1)). A series of pilot studies established the feasibility of performing data collection procedures and tested the development of an intervention consisting of four integrated components: (1) changes in the quantity and nutritional quality of food and beverage offerings throughout the total school food environment; (2) physical education class lesson plans and accompanying equipment to increase both participation and number of minutes spent in moderate-to-vigorous physical activity; (3) brief classroom activities and family outreach vehicles to increase knowledge, enhance decision-making skills and support and reinforce youth in accomplishing goals; and (4) communications and social marketing strategies to enhance and promote changes through messages, images, events and activities. Expert study staff provided training, assistance, materials and guidance for school faculty and staff to implement the intervention components. A cohort of students were enrolled in sixth grade and followed to end of eighth grade. They attended a health screening data collection at baseline and end of study that involved measurement of height, weight, blood pressure, waist circumference and a fasting blood draw. Height and weight were also collected at the end of the seventh grade. The study was conducted in 42 middle schools, six at each of seven locations across the country, with 21 schools randomized to receive the intervention and 21 to act as controls (data collection activities only). Middle school was the unit of sample size and power computation, randomization, intervention and primary analysis.
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Razzouk L, Muntner P. Ethnic, gender, and age-related differences in patients with the metabolic syndrome. Curr Hypertens Rep 2009; 11:127-32. [PMID: 19278602 DOI: 10.1007/s11906-009-0023-8] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The metabolic syndrome is a clustering of cardiovascular risk factors and is associated with an increased risk of developing diabetes, cardiovascular disease, and kidney disease. Epidemiologic studies have demonstrated differences in prevalence by age, gender, and ethnicity. The prevalence of the metabolic syndrome increases with age through the sixth decade of life among men and seventh decade among women. Most, but not all, studies reported a higher prevalence of the metabolic syndrome among women compared with men. Although the metabolic syndrome is more common among Mexican Americans compared with non-Hispanic whites and blacks, among men the metabolic syndrome is more common among non-Hispanic whites than non-Hispanic blacks; the reverse is true among women. Understanding the basic pathophysiology underlying the metabolic syndrome may help explain the age, gender, and ethnic differences in its prevalence and guide preventive and therapeutic efforts.
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Affiliation(s)
- Louai Razzouk
- Department of Community and Preventive Medicine, Mount Sinai School of Medicine, One Gustave L. Levy Place, Box 1057, New York, NY 10029, USA
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Kaufman FR, Hirst K, Linder B, Baranowski T, Cooper DM, Foster GD, Goldberg L, Harrell JS, Marcus MD, Treviño RP. Risk factors for type 2 diabetes in a sixth- grade multiracial cohort: the HEALTHY study. Diabetes Care 2009; 32:953-5. [PMID: 19196888 PMCID: PMC2671115 DOI: 10.2337/dc08-1774] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2008] [Accepted: 01/20/2009] [Indexed: 02/03/2023]
Abstract
OBJECTIVE HEALTHY is a 3-year middle school intervention program designed to reduce risk factors for type 2 diabetes. The prevalence of diabetes risk factors at baseline in a cohort of 6,358 sixth-grade students is reported. RESEARCH DESIGN AND METHODS Forty-two schools at seven U.S. sites were randomly assigned to intervention or control. Students participated in baseline data collection during fall of 2006. RESULTS Overall, 49.3% of children had BMI >or=85th percentile, 16.0% had fasting blood glucose >or=100 mg/dl (<1% had fasting blood glucose >or=126 mg/dl), and 6.8% had fasting insulin >or=30 microU/ml. Hispanic youth were more likely to have BMI, glucose, and insulin levels above these thresholds than blacks and whites. CONCLUSIONS Sixth-grade students in schools with large minority populations have high levels of risk factors for type 2 diabetes. The HEALTHY intervention was designed to modify these risk factors to reduce diabetes incidence.
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Li C, Ford ES, Meng YX, Mokdad AH, Reaven GM. Does the association of the triglyceride to high-density lipoprotein cholesterol ratio with fasting serum insulin differ by race/ethnicity? Cardiovasc Diabetol 2008; 7:4. [PMID: 18307789 PMCID: PMC2292689 DOI: 10.1186/1475-2840-7-4] [Citation(s) in RCA: 147] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2007] [Accepted: 02/28/2008] [Indexed: 12/15/2022] Open
Abstract
Background The triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio has been reported to be as closely correlated with insulin resistance as is the fasting serum insulin concentration (FSI), and therefore it is seen as a clinically useful way to identify the concomitant presence of insulin resistance and dyslipidemia. However, conflicting findings exist for the association of the TG/HDL-C ratio with FSI by race/ethnicity. Methods The associations of FSI concentration, serum triglyceride concentrations, and HDL-C were analyzed using log-binomial regression analyses and receiver operating characteristic (ROC) curve analysis among nondiabetic adults (n = 2652, aged ≥ 20 years, 51.2% men) in the United States. Results After adjustment for potential confounding effects, the prevalence ratio of hyperinsulinemia was 2.16 (95% confidence interval [CI], 1.74 to 2.08) when using a single cutoff point of 3.5, and 2.23 (95% CI, 1.83 to 2.72) when using race/ethnicity-specific cutoff points of 3.0 for non-Hispanic whites and Mexican Americans and 2.0 for non-Hispanic blacks for the TG/HDL-C ratio. The area under the ROC curve of the TG/HDL-C ratio for predicting hyperinsulinemia was 0.77 (95% CI, 0.74 to 0.79), 0.75 (95% CI, 0.69 to 0.77), and 0.74 (95% CI, 0.69 to 0.76) for non-Hispanic whites, non-Hispanic blacks, and Mexican Americans, respectively. Conclusion There was a significant association between the TG/HDL-C ratio and FSI among three major racial/ethnic groups in the United States. Our results add further support to the notion that the TG/HDL-C ratio may be a clinically simple and useful indicator for hyperinsulinemia among nondiabetic adults regardless of race/ethnicity.
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Affiliation(s)
- Chaoyang Li
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
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Ruiz JR, Rizzo NS, Ortega FB, Loit HM, Veidebaum T, Sjöström M. Markers of insulin resistance are associated with fatness and fitness in school-aged children: the European Youth Heart Study. Diabetologia 2007; 50:1401-8. [PMID: 17492430 DOI: 10.1007/s00125-007-0678-0] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2006] [Accepted: 03/22/2007] [Indexed: 10/23/2022]
Abstract
AIMS/HYPOTHESIS Our aim was to examine the association between markers of insulin resistance and: (1) body fat and waist circumference, taking into account cardiorespiratory fitness in school-aged children; and (2) cardiorespiratory fitness at differing levels of body fat and waist circumference. SUBJECTS AND METHODS This was a cross-sectional study of 873 children aged 9.6 +/- 0.4 years from Estonia and Sweden. Weight, height and waist circumference were measured. Body fat was expressed as the sum of five skinfold thicknesses. Cardiorespiratory fitness was estimated by a maximal cycle-ergometer test. The studied markers of insulin resistance were fasting insulin and glucose, and homeostasis model assessment (HOMA). RESULTS HOMA and fasting insulin were positively associated with body fat and waist circumference after adjusting for cardiorespiratory fitness, age, pubertal status and study location. HOMA and fasting insulin were negatively associated with cardiorespiratory fitness in children in the third (highest) tertile of body fat and waist circumference after controlling for sex, age, pubertal status and study location. Fasting glucose was negatively associated with cardiorespiratory fitness in children in the third (highest) tertile of waist circumference, but it was not associated when body fat was taken into account. CONCLUSIONS/INTERPRETATION In school-aged children, HOMA and fasting insulin are significantly associated with body fat and waist circumference. In addition, cardiorespiratory fitness explains a significant proportion of the HOMA and fasting insulin variance in those children with high levels of body fat and waist circumference. The findings suggest that the deleterious consequences ascribed to high fatness could be counteracted by having high levels of cardiorespiratory fitness.
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Affiliation(s)
- J R Ruiz
- Unit for Preventive Nutrition, Department of Biosciences and Nutrition, NOVUM, Karolinska Institutet, 14157, Huddinge, Sweden.
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