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1.
Artigo em Inglês | MEDLINE | ID: mdl-37372761

RESUMO

OBJECTIVE: There is mounting evidence that neighborhoods contribute to perinatal health inequity. We aimed (1) to determine whether neighborhood deprivation (a composite marker of area-level poverty, education, and housing) is associated with early pregnancy impaired glucose intolerance (IGT) and pre-pregnancy obesity and (2) to quantify the extent to which neighborhood deprivation may explain racial disparities in IGT and obesity. STUDY DESIGN: This was a retrospective cohort study of non-diabetic patients with singleton births ≥ 20 weeks' gestation from 1 January 2017-31 December 2019 in two Philadelphia hospitals. The primary outcome was IGT (HbA1c 5.7-6.4%) at <20 weeks' gestation. Addresses were geocoded and census tract neighborhood deprivation index (range 0-1, higher indicating more deprivation) was calculated. Mixed-effects logistic regression and causal mediation models adjusted for covariates were used. RESULTS: Of the 10,642 patients who met the inclusion criteria, 49% self-identified as Black, 49% were Medicaid insured, 32% were obese, and 11% had IGT. There were large racial disparities in IGT (16% vs. 3%) and obesity (45% vs. 16%) among Black vs. White patients, respectively (p < 0.0001). Mean (SD) neighborhood deprivation was higher among Black (0.55 (0.10)) compared with White patients (0.36 (0.11)) (p < 0.0001). Neighborhood deprivation was associated with IGT and obesity in models adjusted for age, insurance, parity, and race (aOR 1.15, 95%CI: 1.07, 1.24 and aOR 1.39, 95%CI: 1.28, 1.52, respectively). Mediation analysis revealed that 6.7% (95%CI: 1.6%, 11.7%) of the Black-White disparity in IGT might be explained by neighborhood deprivation and 13.3% (95%CI: 10.7%, 16.7%) by obesity. Mediation analysis also suggested that 17.4% (95%CI: 12.0%, 22.4%) of the Black-White disparity in obesity may be explained by neighborhood deprivation. CONCLUSION: Neighborhood deprivation may contribute to early pregnancy IGT and obesity-surrogate markers of periconceptional metabolic health in which there are large racial disparities. Investing in neighborhoods where Black patients live may improve perinatal health equity.


Assuntos
Intolerância à Glucose , Desigualdades de Saúde , Disparidades em Assistência à Saúde , Obesidade , Determinantes Sociais da Saúde , Feminino , Humanos , Gravidez , Negro ou Afro-Americano/estatística & dados numéricos , Intolerância à Glucose/epidemiologia , Intolerância à Glucose/etnologia , Obesidade/epidemiologia , Obesidade/etnologia , Características de Residência , Estudos Retrospectivos , Estados Unidos/epidemiologia , Brancos/estatística & dados numéricos , Características da Vizinhança , Privação Social , Disparidades em Assistência à Saúde/economia , Disparidades em Assistência à Saúde/etnologia , Disparidades em Assistência à Saúde/estatística & dados numéricos , Philadelphia/epidemiologia , Medicaid/economia , Medicaid/estatística & dados numéricos , Equidade em Saúde
2.
Nutrients ; 13(7)2021 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-34371848

RESUMO

In contrast to the decreasing burden related to cardiovascular disease (CVD), the burden related to dysglycemia and adiposity complications is increasing in Czechia, and local drivers must be identified. A comprehensive literature review was performed to evaluate biological, behavioral, and environmental drivers of dysglycemia and abnormal adiposity in Czechia. Additionally, the structure of the Czech healthcare system was described. The prevalence of obesity in men and diabetes in both sexes has been increasing over the past 30 years. Possible reasons include the Eastern European eating pattern, high prevalence of physical inactivity and health illiteracy, education, and income-related health inequalities. Despite the advanced healthcare system based on the compulsory insurance model with free-for-service healthcare and a wide range of health-promoting initiatives, more effective strategies to tackle the adiposity/dysglycemia are needed. In conclusion, the disease burden related to dysglycemia and adiposity in Czechia remains high but is not translated into greater CVD. This discordant relationship likely depends more on other factors, such as improvements in dyslipidemia and hypertension control. A reconceptualization of abnormal adiposity and dysglycemia into a more actionable cardiometabolic-based chronic disease model is needed to improve the approach to these conditions. This review can serve as a platform to investigate causal mechanisms and secure effective management of cardiometabolic-based chronic disease.


Assuntos
Intolerância à Glucose/epidemiologia , Síndrome Metabólica/epidemiologia , Obesidade/epidemiologia , Determinantes Sociais da Saúde/etnologia , População Branca/estatística & dados numéricos , Adiposidade/etnologia , Adulto , Fatores de Risco Cardiometabólico , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Doença Crônica/epidemiologia , Doença Crônica/etnologia , República Tcheca/epidemiologia , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/etnologia , Dieta/efeitos adversos , Dieta/etnologia , Dislipidemias/epidemiologia , Dislipidemias/etnologia , Comportamento Alimentar/etnologia , Feminino , Intolerância à Glucose/etnologia , Letramento em Saúde , Disparidades nos Níveis de Saúde , Humanos , Hipertensão/epidemiologia , Hipertensão/etnologia , Masculino , Síndrome Metabólica/etnologia , Pessoa de Meia-Idade , Obesidade/etnologia , Estado Pré-Diabético/epidemiologia , Estado Pré-Diabético/etnologia , Prevalência , Comportamento Sedentário/etnologia
3.
J Diabetes ; 12(5): 372-384, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31642584

RESUMO

BACKGROUND: To study the association between anthropometric measurements and the risk of diabetes and impaired fasting glucose (IFG) and compare body mass index (BMI), waist circumference (WC), and waist-to-height ratio (WHtR) to determine the best indicator and its optimal cutoffs for predicting type 2 diabetes and IFG. METHODS: A Chinese prospective (2011-2019) cohort named the Jingchang cohort that included 48 001 participants was studied. Using Cox proportional hazard models, hazard ratios (HRs) for incident type 2 diabetes or IFG per 1 SD change in BMI, WC, and WHtR were calculated. Area under the curve (AUC) was compared to identify the best anthropometric variable and its optimal cutoff for predicting diabetes. RESULTS: The association of BMI, WC, and WHtR with type 2 diabetes or IFG risk was positive in the univariate and multivariable-adjusted Cox proportional hazard models. Of all three indexes, the AUC of BMI was largest and that of WC was smallest. The derived cutoff values for BMI, WC, and WHtR were 24.6 kg/m2 , 89.5 cm, and 0.52 in men and 23.4 kg/m2 , 76.5 cm, and 0.47 in women for predicting diabetes, respectively. The derived cutoff values for BMI, WC, and WHtR were 23.4 kg/m2 , 87.5 cm, and 0.50 in men and 22.5 kg/m2 , 76.5 cm, and 0.47 in women for predicting IFG, respectively. [Correction added on 14 April 2020, after first online publication: '0' has been deleted from 'WC,0' in the first sentence.]. CONCLUSIONS: Our derived cutoff points were lower than the values specified in the most current Asian diabetes guidelines. We recommend a cutoff point for BMI in Asians of 23 kg/m2 and for WC a cutoff point of 89 cm in men and 77 cm in women to define high-risk groups for type 2 diabetes; screening should be considered for these populations.


Assuntos
Povo Asiático , Pesos e Medidas Corporais , Diabetes Mellitus Tipo 2/diagnóstico , Intolerância à Glucose/diagnóstico , Indicadores Básicos de Saúde , Adulto , Idoso , Idoso de 80 Anos ou mais , Povo Asiático/estatística & dados numéricos , Índice de Massa Corporal , Pesos e Medidas Corporais/normas , Estudos de Coortes , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/etnologia , Técnicas de Diagnóstico Endócrino/normas , Jejum/sangue , Feminino , Intolerância à Glucose/sangue , Intolerância à Glucose/etnologia , Humanos , Masculino , Pessoa de Meia-Idade , Estado Pré-Diabético/sangue , Estado Pré-Diabético/diagnóstico , Estado Pré-Diabético/etnologia , Prognóstico , Estudos Prospectivos , Valores de Referência , Fatores de Risco , Circunferência da Cintura/etnologia , Razão Cintura-Estatura , Relação Cintura-Quadril/normas
4.
J Physiol Biochem ; 72(2): 121-31, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26660757

RESUMO

Insulin secretion and insulin sensitivity indexes are related by hyperbolic functions, allowing the calculation of the disposition index (DI) as the product of the acute insulin response (AIR) and the insulin sensitivity index (Si) from intravenous glucose tolerance test (IVGTT). Our objective was to develop an oral-DI based on the oral glucose tolerance test (OGTT) and to assess its association with glucose tolerance status. This research is structured in three studies. Study 1: OGTT were performed in 833 non-diabetic Chilean women (18-60 years) without family history of diabetes mellitus. Study 2: an independent group of n = 57 non-diabetic (18-46 years) without family history of diabetes mellitus carried out an OGTT and an abbreviated IVGTT. Study 3: a sample of 1674 Chilean adults (18-60 years) with different glycaemic status performed an OGTT. An adequate statistical fit for a rectangular hyperbola was found between the area under the curve of insulin-to-glucose ratio (AUCI/G-R) and the Matsuda ISI-COMP index (study 1). The oral-DI derived as AUCI/G-R × ISI-COMP was previously termed insulin-secretion-sensitivity index-2 (ISSI-2). ISSI-2 significantly correlated with DI from IVGTT (rho = 0.34; p = 0.009) (study 2). ISSI-2 shows important differences across groups of subjects with different glycaemic status (study 3). We have confirmed that ISSI-2 replicates the mathematical properties of DI, showing significant correlations with DI from the abbreviated MM-IVGTT. These results indicate that ISSI-2 constitutes a surrogate measure of insulin secretion relative to insulin sensitivity and emphasizes the pivotal role of impaired insulin secretion in the development of glucose homeostasis dysregulation.


Assuntos
Glicemia/análise , Diabetes Mellitus Tipo 2/diagnóstico , Intolerância à Glucose/diagnóstico , Resistência à Insulina , Células Secretoras de Insulina/metabolismo , Insulina/metabolismo , Estado Pré-Diabético/diagnóstico , Adolescente , Adulto , Chile , Estudos Transversais , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/etnologia , Diabetes Mellitus Tipo 2/metabolismo , Saúde da Família/etnologia , Feminino , Intolerância à Glucose/sangue , Intolerância à Glucose/etnologia , Intolerância à Glucose/metabolismo , Teste de Tolerância a Glucose , Humanos , Insulina/sangue , Resistência à Insulina/etnologia , Secreção de Insulina , Masculino , Pessoa de Meia-Idade , Guias de Prática Clínica como Assunto , Estado Pré-Diabético/sangue , Estado Pré-Diabético/etnologia , Estado Pré-Diabético/metabolismo , Sensibilidade e Especificidade , Adulto Jovem
5.
Clin Trials ; 12(3): 205-11, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25644997

RESUMO

BACKGROUND/AIMS: Racial and ethnic minorities remain underrepresented in clinical research, yet few recruitment strategies have been rigorously evaluated. METHODS: We experimentally tested whether targeted recruitment letters acknowledging diabetes health disparities and health risks specific to recipients' racial/ethnic group improved two metrics of trial participation: willingness to be screened and enrollment. This experiment was efficiently nested within a randomized clinical trial examining a preventive lifestyle intervention among women at high risk for diabetes. Pregnant women with gestational diabetes or impaired glucose tolerance (N = 445) were randomized to receive a targeted recruitment letter with health risk information specific to their racial/ethnic group (n = 216), or a standard letter with risk information for the general population (n = 229). All letters were bilingual in English and Spanish. RESULTS: The targeted as compared to the standard letter did not improve screening or enrollment rates overall or within separate racial/ethnic groups. Among Latina women who preferred Spanish, the targeted letter showed trends for improved screening (66.7% vs 33.3%, p = .06) and enrollment rates (38.9% vs 13.3%, p = .13). In contrast, among Latina women who preferred English, the targeted letter significantly lowered screening (29.6% vs 57.1%, p = .04) and showed trends for lowered enrollment rates (25.9% vs 50.0%, p = .07). CONCLUSION: Results from this randomized study appear to suggest that recruitment letters with diabetes health risk information targeted to recipients' race/ethnicity may improve one metric of clinical trial participation among Latina women who prefer Spanish, but not English. Larger experimental studies, incorporating input from diverse participant stakeholders, are needed to develop evidence-based minority recruitment strategies.


Assuntos
Diabetes Gestacional/etnologia , Intolerância à Glucose/etnologia , Hispânico ou Latino , Idioma , Seleção de Pacientes , Adulto , Registros Eletrônicos de Saúde , Etnicidade , Feminino , Comportamentos Relacionados com a Saúde , Disparidades nos Níveis de Saúde , Humanos , Estilo de Vida , Gravidez , Grupos Raciais
6.
Diabet Med ; 27(11): 1226-32, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20950379

RESUMO

AIMS: Risk of Type 2 diabetes varies by ethnicity, but whether ethnicity remains important among those who have impaired glucose tolerance or impaired fasting glucose is uncertain. Whether the effect of thiazolidinedione treatment on diabetes prevention in persons with non-diabetic dysglycaemia varies by ethnicity is also not known. We addressed these questions using data collected in the DREAM trial. METHODS: A 2-by-2 factorial double-blind randomized controlled trial to compare the effects of rosiglitazone and ramipril on the primary outcome of diabetes or death in persons meeting criteria for impaired glucose tolerance or impaired fasting glucose. The effect of these interventions by ethnicity was estimated using Cox regression analysis. RESULTS: Of 5269 adults, 2365 were randomly assigned to rosiglitzone and 2634 to placebo. South Asians showed a higher hazard for the primary outcome compared with Europeans (hazard ratio, 95% confidence interval 2.21, 1.41-3.47) adjusted for age, gender, BMI, waist-hip ratio and geographic region. A lesser increase in risk was seen in Black people (1.37, 1.04-1.81). A significant reduction in risk of the primary outcome with rosiglitazone treatment assignment was seen in all ethnic groups, but the treatment effect significantly differed by ethnicity (P=0.0242), with South Asians experiencing a smaller, and Latinos a larger preventive effect. CONCLUSIONS: Ethnicity is an important risk factor for Type 2 diabetes in dysglycaemic persons. All ethnic groups experienced a large significant reduction in diabetes risk because of rosiglitazone. The magnitude of this reduction differed by ethnicity. Given the post hoc nature of this analysis, further confirmation of these findings is needed.


Assuntos
Diabetes Mellitus Tipo 2/etnologia , Intolerância à Glucose/etnologia , Hiperglicemia/etnologia , Hipoglicemiantes/uso terapêutico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/prevenção & controle , Quimioterapia Combinada , Feminino , Intolerância à Glucose/tratamento farmacológico , Intolerância à Glucose/epidemiologia , Humanos , Hiperglicemia/tratamento farmacológico , Hiperglicemia/epidemiologia , Incidência , Masculino , Pessoa de Meia-Idade , Ramipril/uso terapêutico , Medição de Risco , Rosiglitazona , Tiazolidinedionas/uso terapêutico
7.
Geriatr Gerontol Int ; 9(4): 342-51, 2009 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20002753

RESUMO

AIM: The objective of this study is to disclose the association of polycythemia with lifestyle-related diseases (hypertension, obesity and glucose intolerance) among the three ethnicities in Qinghai, China. METHODS: The subjects were 393 elderly people (247 Han, 97 Tibetan and 49 Mongolian) aged 60 years and more living in Qinghai (3000 m a.s.l.) in China. The associated factors with polycythemia were analyzed in the subjects. Excessive polycythemia was defined as hemoglobin concentration over 20 mg/dL. RESULTS: Polycythemia was associated with men, hypoxemia, obesity and high diastolic blood pressure (DBP) in the elderly in Qinghai. Male sex was associated with polycythemia in all ethnicities. Obesity was associated with Han and Tibetan men. Glucose intolerance and activities of daily living were not directly associated with polycythemia after adjustment for sex. There were 7.9% with excessive polycythemia. Independently-associated factors for excessive polycythemia were male sex, body mass index of 25 or more, SpO(2) of less than 85%, DBP of 85 mmHg or more and Han ethnicity (vs Tibetan) by multiple logistic regression. CONCLUSION: There was a close association of polycythemia with diastolic hypertension and obesity in lifestyle-related diseases in high-altitude elderly people. Han people had a higher hemoglobin concentration after adjustment of lifestyle-related diseases compared with Tibetan people. The difference of hemoglobin concentration may be due to Tibetans undergoing a much longer period of adaptation than Han people. Further study is needed to disclose the association between the difference of hypoxic adaptation, lifestyle-related diseases and chronic mountain sickness for their prevention.


Assuntos
Atividades Cotidianas , Doença da Altitude/etnologia , Avaliação Geriátrica , Policitemia/etnologia , Qualidade de Vida , Adaptação Fisiológica , Idoso , Doença da Altitude/complicações , Índice de Massa Corporal , Etnicidade , Feminino , Intolerância à Glucose/complicações , Intolerância à Glucose/etnologia , Humanos , Hipertensão/complicações , Hipertensão/etnologia , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Obesidade/complicações , Obesidade/etnologia , Policitemia/complicações , Prevalência , Fatores de Risco , Fatores Sexuais , Tibet/epidemiologia
8.
N Z Med J ; 122(1288): 30-8, 2009 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-19182840

RESUMO

AIMS: To describe the prevalence of undiagnosed diabetes, impaired glucose tolerance (IGT) and impaired fasting glucose (IFG) ("dysglycaemia") among Maori. METHODS: Te Wai o Rona: Diabetes Prevention Strategy was a trial of lifestyle change among Maori families in the Waikato/Lakes areas of New Zealand. All Maori family household members aged > or = 28 years, without known diabetes, were invited to participate through primary care, community, and media approaches. Participants were invited to have an oral glucose tolerance test (OGTT). RESULTS: Of the 3817 eligible Maori, mean BMI was 32.9+/-7.8 kg/m2 (women) and 33.1+/-6.7 kg/m2 (men). The age standardised prevalence of undiagnosed diabetes was higher among men than women (6.5[5.8-7.4]% vs 4.2[3.6-4.8]%), as was that for IFG (5.4[4.7-6.1]% vs 3.0[2.3-3.5]%), but not IGT (8.5[7.6-9.4]% vs 9.7[8.7-10.6]%) with no rural-urban differences. The prevalence of dysglycaemia increased with increasing BMI with no clear inflection point and was 1.33(1.11-1.60) greater among those with a community services card after adjusting for age, sex and BMI. CONCLUSIONS: Undiagnosed diabetes, IGT, and IFG remain common among Maori, particularly men, the very obese, and those with greater socioeconomic disadvantage. There remains significant opportunity to reduce Maori morbidity and premature mortality through diabetes case-finding and intervention.


Assuntos
Diabetes Mellitus/etnologia , Intolerância à Glucose/etnologia , Havaiano Nativo ou Outro Ilhéu do Pacífico/estatística & dados numéricos , Estado Pré-Diabético/etnologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Índice de Massa Corporal , Feminino , Teste de Tolerância a Glucose , Humanos , Masculino , Pessoa de Meia-Idade , Nova Zelândia/epidemiologia , Prevalência , Fatores Sexuais
9.
Diabetes Res Clin Pract ; 82(3): 383-90, 2008 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-18945510

RESUMO

AIMS: To investigate ethnic difference by focusing on fasting serum insulin (FSI) in inter-East Asian subjects with normal glucose tolerance (NGT) and impaired glucose regulation (IGR). METHODS: Data sources included MEDLINE and EMBASE between 2001 and 2007. We conducted a search for articles containing mean or geometric mean values of FSI in East Asian subjects with NGT, IGR, or type 2 diabetes (T2DM). The Monte Carlo method was used for simulation of the mean and standard deviation of individual measures in each ethnic group; calculation of the median ratio and 95% confidence interval of individual measures between ethnic groups. RESULTS: Twenty-two articles fully met our pre-determined criteria and were included in the meta-analysis. Results of the meta-analysis revealed that FSI level is significantly lower in Japanese subjects with NGT, IGR, or T2DM than in Korean and Chinese subjects. CONCLUSIONS: Ethnic difference in FSI level between East Asians was observed in not only T2DM patients but also subjects with NGT or IGR. The lower FSI level in Japanese subjects was accompanied by lower triglyceride level. These results suggest that ethnic difference in dietary habit was one of the most influential factors for the ethnic difference in FSI.


Assuntos
Intolerância à Glucose/etnologia , Insulina/sangue , Adulto , Povo Asiático , Coleta de Dados , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/etnologia , Diabetes Mellitus Tipo 2/metabolismo , Dieta , Etnicidade , Jejum , Feminino , Intolerância à Glucose/sangue , Intolerância à Glucose/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Método de Monte Carlo , Triglicerídeos/sangue
10.
Diabet Med ; 19(7): 549-57, 2002 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-12099957

RESUMO

AIMS: To assess the cardiovascular (CVD) risk factor profile in individuals with diabetes and impaired glucose tolerance (IGT) identified by a one-step (fasting plasma glucose (FPG)) or a two-step strategy (including an oral glucose tolerance test (OGTT) in subjects with impaired fasting glucose (IFG)) as recommended by the World Health Organization (WHO). METHODS: Twelve population-based studies in six countries (17 512 subjects, age 30-89 years, without known diabetes, with OGTT (fasting and 2-h plasma glucose (2-h PG))). Age, gender, and centre-adjusted means of CVD risk factors were compared according to the level of glucose intolerance. RESULTS: Diabetes was found in 1270 individuals and IFG or IGT in 3158. In the diabetic group 55.1% had a FPG > or = 7.0 mmol/l (range between countries 36.2-67.0%), 20.5% were identified through the stepwise strategy (range 0-32%), while 24.4% would remain undiagnosed (FPG < 6.1 mmol/l) (range 9.0-40.0%). The two-step strategy identified 60-91% of all newly diagnosed diabetic subjects with 5-12% of the population requiring an OGTT. Mean body mass index (BMI), blood pressure, and total cholesterol did not differ between diabetic individuals diagnosed by FPG or OGTT. The step-wise strategy identified < 50% of the subjects with impaired glucose regulation, and the cardiovascular risk profile (BMI, blood pressure, and cholesterol) did not differ between those identified and those not identified in the screening process. CONCLUSIONS: Applying an OGTT in subjects with IFG will fail to detect every fourth diabetic individual and every second individual with impaired glucose regulation. Individuals not diagnosed had a cardiovascular risk profile identical to those identified in the diagnostic process. Lower thresholds for an OGTT may be necessary in Asian populations.


Assuntos
Glicemia/análise , Angiopatias Diabéticas/etnologia , Intolerância à Glucose/etnologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Ásia/epidemiologia , Angiopatias Diabéticas/sangue , Angiopatias Diabéticas/etiologia , Feminino , Intolerância à Glucose/sangue , Teste de Tolerância a Glucose , Humanos , Masculino , Programas de Rastreamento/métodos , Pessoa de Meia-Idade , Medição de Risco , Fatores de Risco , Organização Mundial da Saúde
11.
Ethn Dis ; 11(4): 585-97, 2001.
Artigo em Inglês | MEDLINE | ID: mdl-11763283

RESUMO

OBJECTIVE: To examine correlates of fasting glucose, a precursor for type 2 diabetes mellitus, in young adults in Guatemala, a country undergoing an epidemiologic transition. DESIGN: Cross-sectional. METHODS: Anthropometric, lifestyle, dietary, serum lipid, and socioeconomic characteristic data were collected on 189 men and 201 women (mean age 24.4 years) born in four villages in Eastern Guatemala. We used linear regression to identify parsimonious predictive models, including 2-way interactions. RESULTS: In men, mean fasting glucose was 87.3 mg/dL (SD 10.2); our model explained 30% of variance. Body mass index (BMI), abdomen-to-hip ratio (AHR), and total cholesterol showed graded positive effects. BMI and AHR interacted (P<.001); men with high BMI and high AHR had the highest fasting glucose levels. No dietary factors independently predicted fasting glucose. In women, mean fasting glucose was 83.9 mg/dL (SD 8.5); 22% of variance was explained by BMI, energy-adjusted fat intake, physical activity, birth village, and current residence (rural/urban). BMI and fasting glucose were positively related. Urban residence interacted with birth village (P=.06) and physical activity (P=.13). CONCLUSIONS: The major conclusion drawn from this study is that increased adiposity, even among lean individuals, is the largest environmental predictor of fasting glucose. Prevention and control of obesity in young adults in transitioning countries are key strategies for the prevention of diabetes.


Assuntos
Glicemia/análise , Diabetes Mellitus Tipo 2/sangue , Jejum/sangue , Adulto , Antropometria , Colesterol/sangue , HDL-Colesterol/sangue , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/etiologia , Dieta , Economia , Feminino , Intolerância à Glucose/sangue , Intolerância à Glucose/etnologia , Guatemala/epidemiologia , Humanos , Estilo de Vida , Masculino , Modelos Estatísticos , Obesidade/complicações , Obesidade/epidemiologia , Fatores de Risco
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