Modifiable risk factors associated with prediabetes in men and women: a cross-sectional analysis of the cohort study in primary health care on the evolution of patients with prediabetes (PREDAPS-Study).

BACKGROUND: Prediabetes is a high-risk state for diabetes development, but little is known about the factors associated with this state. The aim of the study was to identify modifiable risk factors associated with the presence of prediabetes in men and women. METHODS: Cohort Study in Primary Health Care on the Evolution of Patients with Prediabetes (PREDAPS-Study) is a prospective study on a cohort of 1184 subjects with prediabetes and another cohort of 838 subjects without glucose metabolism disorders. It is being conducted by 125 general practitioners in Spain. Data for this analysis were collected during the baseline stage in 2012. The modifiable risk factors included were: smoking habit, alcohol consumption, low physical activity, inadequate diet, hypertension, dyslipidemia, and obesity. To assess independent association between each factor and prediabetes, odds ratios (ORs) were estimated using logistic regression models. RESULTS: Abdominal obesity, low plasma levels of high-density lipoprotein cholesterol (HDL-cholesterol), and hypertension were independently associated with the presence of prediabetes in both men and women. After adjusting for all factors, the respective ORs (95% Confidence Intervals) were 1.98 (1.41-2.79), 1.88 (1.23-2.88) and 1.86 (1.39-2.51) for men, and 1.89 (1.36-2.62), 1.58 (1.12-2.23) and 1.44 (1.07-1.92) for women. Also, general obesity was a risk factor in both sexes but did not reach statistical significance among men, after adjusting for all factors. Risky alcohol consumption was a risk factor for prediabetes in men, OR 1.49 (1.00-2.24). CONCLUSIONS: Obesity, low HDL-cholesterol levels, and hypertension were modifiable risk factors independently related to the presence of prediabetes in both sexes. The magnitudes of the associations were stronger for men than women. Abdominal obesity in both men and women displayed the strongest association with prediabetes. The findings suggest that there are some differences between men and women, which should be taken into account when implementing specific recommendations to prevent or delay the onset of diabetes in adult population.

Chronic renal disease in spain: prevalence and related factors in persons with diabetes mellitus older than 64 years. / Enfermedad renal crónica en España: prevalencia y factores relacionados en personas con diabetes mellitus mayores de 64 años.

INTRODUCTION: Type 2 diabetes mellitus and chronic kidney disease (CKD) are conditions which have a high prevalence in individuals ≥ 65 years of age and represent a major public health problem. OBJECTIVES: To determine the prevalence of CKD, its categories and its relationship with various demographic and clinical factors in elderly patients with type 2 diabetes mellitus in Spain. METHODS: Observational, cross-sectional, multicenter, Spanish epidemiological study. Patients with known type 2 diabetes mellitus, age ≥ 65 years of age treated in Primary Care were included. We collected demographic, anthropometric and analytical variables from the previous 12 months, including the albumin-to-creatinine ratio and estimated glomerular filtration rate to evaluate renal function. RESULTS: The prevalence of CKD was 37.2% (95% CI, 34.1-40.3%), renal failure was 29.7% (95% CI, 26.8-32.6%) and increased albuminuria was 20.6% (95% CI, 17.3-23.9%), moderately increased albuminuria was 17.8% (95% CI, 14.7-20.9%) and severely increased albuminuria was 2.8% (95% CI, 1.4-4.2%). In turn, the prevalence of CKD categories were: G1 1.3% (95% CI, 0.6-2%), G2 6.2% (95% CI, 4.6-7.8%), G3a 17.2% (95% CI, 14.8-19.6%), G3b 9.8% (95% CI, 7.9-11.7%), G4 2% (95% CI, 1.1-2.9%) and G5 0.7% (95% CI, 0.2-1.2%). In the multivariate analysis, after adjusting for the remaining variables, CKD was associated with elderly age (OR 5.13, 95% CI, 3.15-8.35), high comorbidity (OR 3.36. 95% CI, 2.2-5.12) and presence of antihypertensive treatment (OR 2.43. 95% CI, 1.48-4.02). CONCLUSIONS: CKD is frequent in the diabetic population ≥ 65 years of age and is associated with elderly age, high comorbidity and with treated hypertension. No relationship has been found with gender and time in years since onset of diabetes.

[Predictive capacity of the diagnostic criteria of metabolic syndrome on the insulin-resistance and the coronary risk]. / Capacidad predictiva de los criterios diagnósticos del síndrome metabólico sobre la resistencia a la insulina y el riesgo coronario.

BACKGROUND AND OBJECTIVE: Since at present several diagnostic criteria of the metabolic syndrome (MS) exist, the objective of the study is to verify the utility of the criteria of the International Diabetes Federation (IDF) to diagnose the MS, their agreement with other previous definitions and the insulin resistance (IR). It also studies its relation with the coronary risk (CR). SUBJECTS AND METHOD: Design of a cross-sectional descriptive study in the scope of the primary care of Yecla (Murcia). We studied 317 selected people from a stratified random sampling (age and sex) of 424 from a population of 18,059 with sanitary card and aged > or = 30 years. Socio-demographic, anthropometric and analytical (lipids, microalbuminuria, hemoglobin A1c and insulinemia) variables were registered. Criteria from the World Health Organization (WHO), Third Report of National Cholesterol Education Program (NCEP-III), European Group for the Study of Insuline Resistance (EGIR) and IDF were used to diagnose the MS. We defined IR when index HOMA > or = 3.8. The agreement between definitions of MS was determined by the kappa statistic. The CR was quantified according to Anderson (1991) method. RESULTS: The prevalence of the MS was: WHO, 35.3% (95% confidence interval [CI], 29.8-40.8); NCEP, 20.2% (95% CI, 15.6-24.8); EGIR, 24% (95% CI, 19.1-28.9), and IDF, 28.9% (95% CI, 23.8-34). The prevalence of IR was 27.7% (95% CI, 22.6-32.8). The agreement between the most clinical criteria (NCEP, IDF) and the biochemists (WHO, EGIR, HOMA) was lower (kappa < 0.50). A 58.2% (WHO), 66.1% (NCEP), 50% (EGIR) and 57% (IDF) of subjects with MS presented a CR greater than 20%. CONCLUSIONS: A high prevalence of the MS in Yecla exists, with a good agreement between the most clinical definitions of the syndrome (NCEP and IDF), that are associated with greater CR.

Cardiometabolic Risk Profiles in Patients With Impaired Fasting Glucose and/or Hemoglobin A1c 5.7% to 6.4%: Evidence for a Gradient According to Diagnostic Criteria: The PREDAPS Study.

It has been suggested that the early detection of individuals with prediabetes can help prevent cardiovascular diseases. The purpose of the current study was to examine the cardiometabolic risk profile in patients with prediabetes according to fasting plasma glucose (FPG) and/or hemoglobin A1c (HbA1c) criteria.Cross-sectional analysis from the 2022 patients in the Cohort study in Primary Health Care on the Evolution of Patients with Prediabetes (PREDAPS Study) was developed. Four glycemic status groups were defined based on American Diabetes Association criteria. Information about cardiovascular risk factors-body mass index, waist circumference, blood pressure, cholesterol, triglycerides, uric acid, gamma-glutamyltransferase, glomerular filtration-and metabolic syndrome components were analyzed. Mean values of clinical and biochemical characteristics and frequencies of metabolic syndrome were estimated adjusting by age, sex, educational level, and family history of diabetes.A linear trend (P < 0.001) was observed in most of the cardiovascular risk factors and in all components of metabolic syndrome. Normoglycemic individuals had the best values, individuals with both criteria of prediabetes had the worst, and individuals with only one-HbA1c or FPG-criterion had an intermediate position. Metabolic syndrome was present in 15.0% (95% confidence interval: 12.6-17.4), 59.5% (54.0-64.9), 62.0% (56.0-68.0), and 76.2% (72.8-79.6) of individuals classified in normoglycemia, isolated HbA1c, isolated FPG, and both criteria groups, respectively.In conclusion, individuals with prediabetes, especially those with both criteria, have worse cardiometabolic risk profile than normoglycemic individuals. These results suggest the need to use both criteria in the clinical practice to identify those individuals with the highest cardiovascular risk, in order to offer them special attention with intensive lifestyle intervention programs.

[Cohort Study in Primary Health Care on the Evolution of Patients with Prediabetes (PREDAPS): basis and methodology].

The PREDAPS study aims to determine the risk of developing diabetes and the risk of vascular complications in patients with prediabetes and identify factors associated with those risks. It is a prospective observational study of a cohort of 1184 subjects with prediabetes and another cohort of 838 subjects with no alterations in glucose metabolism. The data at baseline were obtained from patients attending primary care centers in Spain throughout 2012. Subjects with prediabetes were classified into three groups: those who had only altered the fasting blood glucose levels -between 100 and 125mg/dl-, those who had only altered the HbA1c level -between 5.7 and 6.4% - and those who had altered both parameters. Information on sociodemographic characteristics, personal and family history, lifestyle and drug therapy was obtained from medical records and the interview with the doctor in the consultation. It was also performed a physical examination to determine weight, height, waist circumference and blood pressure were performed and blood and urine analysis. The PREDAPS study may help to reduce uncertainty in individual prevention strategies in subjects with prediabetes. Annual monitoring of patients recruited for five years will enable to know the risk of developing diabetes type 2 and the risk of macro-and microvascular complications in the three groups of subjects with prediabetes and determine the factors associated with those risks.

Enfermedad renal crónica en España: prevalencia y factores relacionados en personas con diabetes mellitus mayores de 64 años / Chronic renal disease in spain: prevalence and related factors in persons with diabetes mellitus older than 64 years

INTRODUCCIÓN: La diabetes mellitus tipo 2 y la enfermedad renal crónica (ERC) son afecciones de elevada prevalencia en personas ≥ 65 años y constituyen un importante problema de salud pública. OBJETIVOS: Conocer la prevalencia de la ERC, sus categorías y su relación con diversos factores demográficos y clínicos, en pacientes ancianos con diabetes mellitus tipo 2 en España. MÉTODOS: Estudio epidemiológico, observacional, transversal, multicéntrico, ámbito nacional. Se incluyeron pacientes con diabetes mellitus tipo 2 conocida, edad ≥ 65 años atendidos en Atención Primaria. Se recogieron variables demográficas, antropométricas y analíticas de los últimos 12 meses, incluyendo el cociente albúmina-creatinina y el filtrado glomerular estimado para evaluar la función renal. RESULTADOS: La prevalencia de ERC fue del 37,2% (IC95%, 34,1-40,3%), de insuficiencia renal del 29,7% (IC95%, 26,8-32,6%) y de elevación de la albuminuria del 20,6% (IC95%, 17,3-23,9%), moderadamente elevada 17,8% (IC95%, 14,7-20,9%), severamente elevada 2,8% (IC95%, 1,4-4,2%). La prevalencia de las categorías de ERC fueron: G1 1,3% (IC95%, 0,6-2%), G2 6,2% (IC95%, 4,6-7,8%), G3a 17,2% (IC95%, 14,8-19,6%), G3b 9,8% (IC95%, 7,9-11,7%), G4 2% (IC95%, 1,1-2,9%) y G5 0,7% (IC95%, 0,2-1,2%). En el análisis multivariante, después de ajustar por el resto de variables, la ERC se asoció a mayor edad OR 5,13, (IC95%, 3,15-8,35), alta comorbilidad OR 3,36 (IC95%, 2,2-5,12) y la presencia de tratamiento antihipertensivo OR 2,43 (IC95%, 1,48-4,02). CONCLUSIONES: La ERC es frecuente en la población diabética ≥ 65 años y se asocia con mayor edad, alta comorbilidad e hipertensión tratada. No se ha encontrado asociación con el género y años de evolución de la diabetes

INTRODUCTION: Type 2 diabetes mellitus and chronic kidney disease (CKD) are conditions which have a high prevalence in individuals ≥ 65 years of age and represent a major public health problem. OBJECTIVES: To determine the prevalence of CKD, its categories and its relationship with various demographic and clinical factors in elderly patients with type 2 diabetes mellitus in Spain. METHODS: Observational, cross-sectional, multicenter, Spanish epidemiological study. Patients with known type 2 diabetes mellitus, age ≥ 65 years of age treated in Primary Care were included. We collected demographic, anthropometric and analytical variables from the previous 12 months, including the albumin-to-creatinine ratio and estimated glomerular filtration rate to evaluate renal function. RESULTS: The prevalence of CKD was 37.2% (95% CI, 34.1-40.3%), renal failure was 29.7% (95% CI, 26.8-32.6%) and increased albuminuria was 20.6% (95% CI, 17.3-23.9%), moderately increased albuminuria was 17.8% (95% CI, 14.7-20.9%) and severely increased albuminuria was 2.8% (95% CI, 1.4-4.2%). In turn, the prevalence of CKD categories were: G1 1.3% (95% CI, 0.6-2%), G2 6.2% (95% CI, 4.6-7.8%), G3a 17.2% (95% CI, 14.8-19.6%), G3b 9.8% (95% CI, 7.9-11.7%), G4 2% (95% CI, 1.1-2.9%) and G5 0.7% (95% CI, 0.2-1.2%). In the multivariate analysis, after adjusting for the remaining variables, CKD was associated with elderly age (OR 5.13, 95% CI, 3.15-8.35), high comorbidity (OR 3.36. 95% CI, 2.2-5.12) and presence of antihypertensive treatment (OR 2.43. 95% CI, 1.48-4.02). CONCLUSIONS: CKD is frequent in the diabetic population ≥ 65 years of age and is associated with elderly age, high comorbidity and with treated hypertension. No relationship has been found with gender and time in years since onset of diabetes

[Prevalence of metabolic syndrome in the adult population of Yecla (Murcia). Degree of agreement between three definitions of it]. / Prevalencia del síndrome metabólico en la población adulta de Yecla (Murcia). Grado de acuerdo entre tres definiciones.

OBJECTIVES: To determine the prevalence of metabolic syndrome (MS), its components and insulin resistance (IR) in the adult population of Yecla. To study the variability between 3 definitions of the syndrome and IR. To identify the variables that predict the presence of IR and to verify the diagnostic validity of several strategies for predicting it. DESIGN: Descriptive, cross-sectional study. SETTING: Primary care, Yecla (Murcia), Spain. PARTICIPANTS: We studied 317 persons (292 with analysis) out of 424 selected by stratified (age and sex) random sampling from 18,059 people > or = 30 years old and possessing a health card. MAIN MEASUREMENTS: We used WHO-98, NCEP III, and EGIR criteria for diagnosing MS, and WHO-99 for defining DM2, impaired basal glucose and impaired glucose tolerance. The following variables were collected: social, demographic and personal details, plasma lipid, glycosylated haemoglobin, microalbuminuria, and insulin levels. IR was defined by the HOMA method at > or = 3.8 or as the highest quartile of basal insulinemia in normoglycaemic persons. RESULTS: MS prevalence was NCEP 20.2% (95% CI, 15.6-24.8), WHO 35.3% (95% CI, 29.8-40.8), EGIR 24% (95% CI, 19.1-28.9), and IR was 27.7% (95% CI, 22.6-32.8). The sensitivity and specificity of NCEP, WHO, and EGIR criteria for detecting IR were (46% and 90%), (78% and 81%), and (73% and 95%), respectively. Insulin resistance was associated significantly with age, basal glycaemia, triglycerides, and waist circumference. CONCLUSIONS: Metabolic syndrome is common in Yecla (more so in men). There is disagreement between several diagnostic criteria for the syndrome, with NCEP criteria less sensitive in determining IR. A generally accepted definition is needed.

Capacidad predictiva de los criterios diagnósticos del síndrome metabólico sobre la resistencia a la insulina y el riesgo coronario / Predictive capacity of the diagnostic criteria of metabolic syndrome on the insulin-resistance and the coronary risk

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Prevalencia del síndrome metabólico en la población adulta de Yecla (Murcia). Grado de acuerdo entre tres definiciones / Prevalence of metabolic syndrome in the adult population of Yecla (Murcia). Degree of agreement between three definitions of it

Objetivos. Detectar la prevalencia del síndrome metabólico (SM), sus componentes y la resistencia a la insulina (RI) en la población adulta de Yecla. Estudiar la concordancia de 3 definiciones del SM entre sí y con la RI. Identificar variables que puedan predecir la presencia de RI y comprobar la validez diagnóstica de varias estrategias para predecirla. Diseño. Estudio descriptivo, transversal. Emplazamiento. Población de Yecla (Murcia). Ámbito de atención primaria. Participantes. Estudiamos a 317 personas (292 aportaron analítica) de 424 seleccionadas mediante muestreo aleatorio estratificado (edad y sexo) de 18.059 con tarjeta sanitaria y edad é 30 años. Mediciones principales. Utilizamos los criterios NCEP III, OMS-98 y EGIR (Grupo Europeo de Estudio de la Resistencia a la Insulina) para diagnosticar el SM y OMS-99 para definir la diabetes mellitus no insulinodependiente, la glucemia basal alterada y la tolerancia alterada a la glucosa. Recogimos variables sociodemográficas y antropométricas, y determinamos la presencia de lípidos, microalbuminuria, HbA1c e insulinemia; definimos RI si el índice HOMA é 3,8 o como cuartil más alto de insulinemia basal en normoglucémicos. Resultados. La prevalencia del SM fue, según los criterios NCEP, del 20,2% (intervalo de confianza [IC] del 95%, 15,6-24,8), OMS del 35,3% (IC del 95%, 29,8-40,8), EGIR del 24% (IC del 95%, 19,1-28,9) y RI del 27,7% (IC del 95%, 22,6-32,8). La sensibilidad y la especificidad de NCEP, OMS y EGIR para detectar RI fueron del 46 y el 90%, del 78 y el 81% y del 73 y el 95%, respectivamente. La edad, la glucemia basal, los triglicéridos y el perímetro de la cintura se asocian significativamente con RI. Conclusiones. Hay una alta prevalencia de SM en el área (mayor en los varones). Hay diferencias entre los diferentes criterios diagnósticos del síndrome, y los de NCEP son menos sensible para determinar la RI. Es necesario establecer una definición universalmente aceptada del SM

Objectives. To determine the prevalence of metabolic syndrome (MS), its components and insulin resistance (IR) in the adult population of Yecla. To study the variability between 3 definitions of the syndrome and IR. To identify the variables that predict the presence of IR and to verify the diagnostic validity of several strategies for predicting it. Design. Descriptive, cross-sectional study. Setting. Primary care, Yecla (Murcia), Spain. Participants. We studied 317 persons (292 with analysis) out of 424 selected by stratified (age and sex) random sampling from 18 059 people >=30 years old and possessing a health card. Main measurements. We used WHO-98, NCEP III, and EGIR criteria for diagnosing MS, and WHO-99 for defining DM2, impaired basal glucose and impaired glucose tolerance. The following variables were collected: social, demographic and personal details, plasma lipid, glycosylated haemoglobin, microalbuminuria, and insulin levels. IR was defined by the HOMA method at >=3.8 or as the highest quartile of basal insulinemia in normoglycaemic persons. Results. MS prevalence was NCEP 20.2% (95% CI, 15.6-24.8), WHO 35.3% (95% CI, 29.8-40.8), EGIR 24% (95% CI, 19.1-28.9), and IR was 27.7% (95% CI, 22.6-32.8). The sensitivity and specificity of NCEP, WHO, and EGIR criteria for detecting IR were (46% and 90%), (78% and 81%), and (73% and 95%), respectively. Insulin resistance was associated significantly with age, basal glycaemia, triglycerides, and waist circumference. Conclusions. Metabolic syndrome is common in Yecla (more so in men). There is disagreement between several diagnostic criteria for the syndrome, with NCEP criteria less sensitive in determining IR. A generally accepted definition is needed