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1.
Stat Med ; 36(13): 2100-2119, 2017 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-28233395

RESUMEN

Survival data analysis becomes complex when the proportional hazards assumption is violated at population level or when crude hazard rates are no longer estimators of marginal ones. We develop a Bayesian survival analysis method to deal with these situations, on the basis of assuming that the complexities are induced by latent cohort or disease heterogeneity that is not captured by covariates and that proportional hazards hold at the level of individuals. This leads to a description from which risk-specific marginal hazard rates and survival functions are fully accessible, 'decontaminated' of the effects of informative censoring, and which includes Cox, random effects and latent class models as special cases. Simulated data confirm that our approach can map a cohort's substructure and remove heterogeneity-induced informative censoring effects. Application to data from the Uppsala Longitudinal Study of Adult Men cohort leads to plausible alternative explanations for previous counter-intuitive inferences on prostate cancer. The importance of managing cardiovascular disease as a comorbidity in women diagnosed with breast cancer is suggested on application to data from the Swedish Apolipoprotein Mortality Risk Study. Copyright © 2017 John Wiley & Sons, Ltd.


Asunto(s)
Modelos Estadísticos , Medición de Riesgo , Apolipoproteínas/sangre , Teorema de Bayes , Neoplasias de la Mama/complicaciones , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/complicaciones , Femenino , Humanos , Estudios Longitudinales , Masculino , Modelos de Riesgos Proporcionales , Neoplasias de la Próstata/epidemiología , Neoplasias de la Próstata/etiología , Medición de Riesgo/métodos , Medición de Riesgo/estadística & datos numéricos , Factores de Riesgo , Análisis de Supervivencia , Suecia/epidemiología
2.
J Intern Med ; 278(4): 335-53, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26123389

RESUMEN

In response to the 2009-2010 influenza A(H1N1)pdm09 pandemic, a mass vaccination programme with the AS03-adjuvanted influenza A(H1N1) vaccine Pandemrix was initiated in Sweden. Unexpectedly, there were a number of narcolepsy cases amongst vaccinated children and adolescents reported. In this review, we summarize the results of a joint cross-disciplinary national research effort to investigate the adverse reaction signal from the spontaneous reporting system and to better understand possible causative mechanisms. A three- to fourfold increased risk of narcolepsy in vaccinated children and adolescents was verified by epidemiological studies. Of importance, no risk increase was observed for the other neurological and autoimmune diseases studied. Genetic studies confirmed the association with the allele HLA-DQB1*06:02, which is known to be related to sporadic narcolepsy. Furthermore, a number of studies using cellular and molecular experimental models investigated possible links between influenza vaccination and narcolepsy. Serum analysis, using a peptide microarray platform, showed that individuals who received Pandemrix exhibited a different epitope reactivity pattern to neuraminidase and haemagglutinin, as compared to individuals who were infected with H1N1. Patients with narcolepsy were also found to have increased levels of interferon-gamma production in response to streptococcus-associated antigens. The chain of patient-related events and the study results emerging over time were subjected to intense nationwide media attention. The importance of transparent communication and collaboration with patient representatives to maintain public trust in vaccination programmes is also discussed in the review. Organizational challenges due to this unexpected event delayed the initiation of some of the research projects, still the main objectives of this joint, cross-disciplinary research effort were reached, and important insights were acquired for future, similar situations in which a fast and effective task force may be required to evaluate vaccination-related adverse events.


Asunto(s)
Subtipo H1N1 del Virus de la Influenza A , Vacunas contra la Influenza/efectos adversos , Gripe Humana/prevención & control , Narcolepsia/etiología , Vacunación/efectos adversos , Adolescente , Niño , Epítopos/inmunología , Hemaglutininas/inmunología , Humanos , Inmunohistoquímica , Interferón gamma/biosíntesis , Relaciones Interprofesionales , Narcolepsia/genética , Narcolepsia/inmunología , Neuraminidasa/inmunología , Fragmentos de Péptidos/biosíntesis , Investigación , Streptococcus/inmunología , Suecia
3.
Diabetes Obes Metab ; 14(8): 717-26, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22364580

RESUMEN

AIMS: To analyse clinical characteristics and treatment results in unselected type 2 diabetes mellitus (T2DM) patients, with non-pharmacological treatment as well as the most commonly used pharmacological glucose-lowering treatment regimens, in everyday clinical practice. METHODS: In this population-based cross-sectional study, information was linked from the Swedish National Diabetes Register, Prescribed Drug Register and Patient Register. T2DM patients with non-pharmacological treatment and T2DM patients continuously using the 12 most common pharmacological treatment regimens were included in the study (n = 163121). RESULTS: There were statistically significant differences in clinical characteristics between the groups. Patients with insulin-based treatment regimens had the longest duration of diabetes and more cardiovascular risk factors than the T2DM-population in general. The proportion of patients reaching HbA1c ≤ 7% varied between 70.1% (metformin) and 25.0% [premixed insulin (PMI) + SU) in patients with pharmacological treatment. 84.8% of the patients with non-pharmacological treatment reached target. Compared to patients on metformin, patients on other pharmacological treatments had a lower likelihood, with hazard ratios ranging from 0.58; 95% confidence interval (CI), 0.54-0.63 to 0.97;0.94-0.99, of having HbA1c ≤ 7% (adjusted for covariates). Patients on insulin-based treatments had the lowest likelihood, while non-pharmacological treatment was associated with an increased likelihood of having HbA1c ≤ 7%. CONCLUSION: This nation-wide study shows insufficiently reached treatment goals for haemoglobin A1c (HbA1c) in all treatment groups. Patients on insulin-based treatment regimens had the longest duration of diabetes, more cardiovascular risk factors and the highest proportions of patients not reaching HbA1c target.


Asunto(s)
Enfermedades Cardiovasculares/tratamiento farmacológico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Angiopatías Diabéticas/tratamiento farmacológico , Hipoglucemiantes/uso terapéutico , Insulina/uso terapéutico , Metformina/uso terapéutico , Anciano , Biomarcadores/sangre , Glucemia/metabolismo , Enfermedades Cardiovasculares/sangre , Enfermedades Cardiovasculares/epidemiología , Estudios Transversales , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/epidemiología , Angiopatías Diabéticas/sangre , Angiopatías Diabéticas/epidemiología , Femenino , Hemoglobina Glucada/metabolismo , Humanos , Insulina/sangre , Masculino , Persona de Mediana Edad , Sistema de Registros , Factores de Riesgo , Suecia/epidemiología , Factores de Tiempo , Resultado del Tratamiento
4.
Eur J Clin Pharmacol ; 68(12): 1619-30, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22562608

RESUMEN

PURPOSE: Adherence has not been studied in male oncology populations. The aim of this study on both the prescriber and user perspectives in prostate cancer treatment was to analyse real-life prescribing patterns of anti-androgens (AA), primarily bicalutamide, and factors influencing the patients' adherence to treatment. METHODS: A nationwide clinical cohort of incident prostate cancer, PCBaSe, was linked to the Swedish Prescribed Drug Register. Men with a planned first line monotherapy AA treatment were identified; dosages and extent of off-label treatment were investigated. Cumulative incidence proportions for reasons for drug discontinuation were calculated. Factors potentially influencing adherence were explored using the medical possession ratio based on the individual prescribed daily dose. RESULTS: First line monotherapy AA was planned in 4.4 % of all incident cases and in 2.1 % of low risk disease cases. Among 1,406 men prescribed bicalutamide, 1,109 (79 %) received the approved daily dose of 150 mg. Discontinuation reasons differed with disease severity. Off-label, low-dose prescription associated with age above 75 years and disease categorised as low risk was noted in 297 men (21 %). Sixty percent of the men adhered well, i.e. to ≥80 %. Age above 75 years and less severe disease were both negatively associated with adherence. CONCLUSIONS: Patient age and tumour risk group influenced the prescriber's choice of dose, pointing to important issues for critical reflection. Possible over-treatment was noted in low risk disease. Interventions to increase adherence in older men and in men with less severe disease are worth considering after critically reviewing the appropriateness of the treatment indication, especially in the latter case.


Asunto(s)
Antagonistas de Andrógenos/uso terapéutico , Anilidas/uso terapéutico , Cumplimiento de la Medicación/estadística & datos numéricos , Nitrilos/uso terapéutico , Pautas de la Práctica en Medicina/estadística & datos numéricos , Neoplasias de la Próstata/tratamiento farmacológico , Compuestos de Tosilo/uso terapéutico , Anciano , Bases de Datos Factuales , Humanos , Masculino , Neoplasias de la Próstata/epidemiología , Suecia/epidemiología
5.
Diabetologia ; 54(10): 2544-51, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21674176

RESUMEN

AIMS/HYPOTHESIS: The study aimed to assess the relative importance of the control of HbA(1c) and total cholesterol/HDL-cholesterol ratio (TC/HDL) on risk of cardiovascular disease (CVD). METHODS: In 22,135 participants with type 2 diabetes (age 30-75 years, 15% with previous CVD) followed for 5 years, baseline and annually updated mean HbA(1c) and TC/HDL were analysed and also categorised in combinations of quartiles. Outcomes were fatal/non-fatal CHD, stroke, CVD and total mortality. RESULTS: In all participants, HRs per 1 SD increase in updated mean HbA(1c) or TC/HDL using Cox regression analysis were 1.13 (95% CI 1.07, 1.19) and 1.31 (1.25, 1.37) for CHD, 1.15 (1.06, 1.24) and 1.25 (1.17, 1.34) for stroke, 1.13 (1.08, 1.18) and 1.29 (1.24, 1.34) for CVD (all p < 0.001), and 1.07 (1.02, 1-13; p = 0.01) and 1.18 (1.12, 1.24; p < 0.001) for total mortality, respectively, adjusted for clinical characteristics and traditional risk factors. The p value for the interaction between HbA(1c) and TC/HDL was 0.02 for CHD, 0.6 for stroke and 0.1 for CVD. Adjusted mean 5-year event rates in a Cox model, in combinations of quartiles of updated mean TC/HDL and HbA(1c) (lowest <3.1 mmol/l and 5.0-6.4% [31-46 mmol/mol]; <3.1 mmol/l and ≥7.8% [≥62 mmol/mol]; ≥4.6 mmol/l and 5.0-6.4% 31-46 mmol/mol; and highest ≥4.6 mmol/l and ≥7.8% [≥62 mmol/mol]), were 4.8%, 7.0%, 9.1% and 14.5% for CHD, and 7.1%, 9.9%, 12.8% and 19.4% for CVD, respectively. Adjusted HRs for highest vs lowest combinations were 2.24 (1.58-3.18) for CHD and 2.43 (1.79-3.29) for CVD (p < 0.001). CONCLUSIONS/INTERPRETATION: Hyperglycaemia and hyperlipidaemia were less than additive for CHD and additive for other endpoints, with the lowest risk at lowest combination levels and a considerable increase in absolute risk at high combination levels.


Asunto(s)
Enfermedades Cardiovasculares/etiología , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/fisiopatología , Dislipidemias/complicaciones , Dislipidemias/fisiopatología , Hiperglucemia/complicaciones , Adulto , Anciano , Glucemia/fisiología , Diabetes Mellitus Tipo 2/sangre , Dislipidemias/sangre , Femenino , Hemoglobina Glucada/metabolismo , Humanos , Hiperglucemia/sangre , Hiperglucemia/fisiopatología , Hiperlipidemias/sangre , Hiperlipidemias/complicaciones , Hiperlipidemias/fisiopatología , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Factores de Riesgo
6.
Diabet Med ; 28(10): 1213-20, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21627687

RESUMEN

AIMS: We assessed the association between risk factors and cardiovascular disease in an observational study of patients with Type 1 diabetes from the Swedish National Diabetes Register. METHODS: A derivation sample of 3661 patients, aged 30-65 years, 6.1% with previous cardiovascular disease, baseline 2002, and 197 cardiovascular disease events when followed for 5 years until 2007. A separate validation data set of 4484 patients, baseline 2003, 201 cardiovascular disease events when followed for 4 years. RESULTS: Adjusted hazard ratios at Cox regression for fatal/non-fatal cardiovascular disease were: diabetes duration 2.76 (2.21-3.44); onset age 1.47 (1.21-1.78); log ratio total cholesterol:HDL cholesterol 1.26 (1.09-1.45); log HbA(1c) 1.19 (1.03-1.38); log systolic blood pressure 1.17 (1.01-1.34) (1 SD increase in continuous variables); smoker 1.76 (1.27-2.46); macroalbuminuria (> 200 µg/min) 1.52 (1.10-2.10); previous cardiovascular disease 3.51 (2.54-4.84). All eight variables were used to elaborate a risk equation for 5-year cardiovascular disease risk. Regarding calibration in the derivation data set, ratio predicted 5-year risk (mean 5.4 ± 7.9%) to observed event rate was 1.0. Discrimination was sufficient, with C-statistic 0.83, sensitivity and specificity 72 and 77%, respectively, for the top quartile of predicted risk. Similarly, calibration and discrimination were adequate in the validation data set: ratio of predicted 4-year risk/observed rate 0.94, C-statistic 0.80, sensitivity and specificity 62 and 77%, respectively, for the top quartile. CONCLUSIONS: This 5-year cardiovascular disease risk model from a large observational study of patients with Type 1 diabetes in routine care showed adequate calibration and discrimination and can be useful for clinical practice. It should also be tested in patients with Type 1 diabetes from other countries.


Asunto(s)
Enfermedades Cardiovasculares/epidemiología , Diabetes Mellitus Tipo 1/epidemiología , Angiopatías Diabéticas/epidemiología , Adulto , Edad de Inicio , Anciano , Biomarcadores/sangre , Índice de Masa Corporal , Enfermedades Cardiovasculares/tratamiento farmacológico , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Intervalos de Confianza , Diabetes Mellitus Tipo 1/tratamiento farmacológico , Angiopatías Diabéticas/tratamiento farmacológico , Femenino , Humanos , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Sistema de Registros , Factores de Riesgo , Sensibilidad y Especificidad , Suecia/epidemiología
7.
Diabet Med ; 28(3): 301-5, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21309838

RESUMEN

AIMS: Congestive heart failure is a major cause of morbidity and mortality in diabetes. Besides the glycaemic effects of glucagon-like peptide 1 (GLP-1) mimetics, their effects on the heart are of interest. METHODS: We aimed to investigate longitudinal relationships between plasma levels of fasting GLP-1 (fGLP-1), 60-min oral glucose tolerance test-stimulated GLP-1 levels (60GLP-1), and the dynamic GLP-1 response after oral glucose tolerance test (ΔGLP-1 = 60GLP-1 - fGLP-1) and incidence of hospitalized congestive heart failure, during a follow-up time of a maximum of 9.8 years in 71-year-old men. We also investigated, cross-sectionally, the association between GLP-1 and left ventricular function as estimated by echocardiography. R: During the follow-up period, 16 of 290 participants with normal glucose tolerance experienced a congestive heart failure event (rate 0.7/100 person-years at risk), as did eight of 136 participants (rate 0.8/100 person-years at risk) with impaired glucose tolerance and nine of 72 participants (rate 1.7/100 person-years at risk) with Type 2 diabetes mellitus. Although GLP-1 concentrations did not predict congestive heart failure (fGLP-1: HR 0.98, 95% CI 0.4-2.4; 60GLP-1: HR 1.1, 95% CI 0.4-2.6; ΔGLP-1: HR 0.9, 95% CI 0.3-2.3), there was an association between left ventricular diastolic function (E/A ratio) and fGLP-1 (r = 0.19, P = 0.001), 60GLP-1 (r = 0.20, P < 0.001) and ΔGLP-1 (r = 0.18, P = 0.004). There was a lack of differences in plasma levels of GLP-1 between the groups with Type 2 diabetes and normal glucose tolerance. CONCLUSIONS: There were no longitudinal associations between GLP-1 levels and incidence of hospitalization for congestive heart failure. However, without any causality proven, GLP-1 levels did correlate, cross-sectionally, with left ventricular diastolic function in this cohort, suggesting that pathways including GLP-1 might be involved in the regulation of cardiac diastolic function.


Asunto(s)
Diabetes Mellitus Tipo 2/sangre , Diástole/fisiología , Péptido 1 Similar al Glucagón/sangre , Insuficiencia Cardíaca/sangre , Anciano de 80 o más Años , Estudios Transversales , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/fisiopatología , Ayuno/fisiología , Técnica de Clampeo de la Glucosa , Prueba de Tolerancia a la Glucosa , Insuficiencia Cardíaca/mortalidad , Insuficiencia Cardíaca/fisiopatología , Humanos , Masculino , Estudios Prospectivos , Análisis de Supervivencia
8.
Diabetologia ; 53(2): 277-80, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19936703

RESUMEN

AIMS/HYPOTHESIS: Besides the insulinotropic effects of glucagon-like peptide-1 (GLP-1) mimetics, their effects on endothelial dysfunction and myocardial ischaemia are of interest. No previous study has investigated associations between plasma levels of GLP-1 and CHD. METHODS: We investigated longitudinal relationships of fasting GLP-1 with the dynamic GLP-1 response after OGTT (difference between 60 min OGTT-stimulated and fasting GLP-1 levels [DeltaGLP-1]) and CHD in a population-based cohort of 71-year-old men. In the same cohort, we also cross-sectionally investigated the association between stimulated GLP-1 levels and: (1) cardiovascular risk factors (blood pressure, lipids, urinary albumin, waist circumference and insulin sensitivity index [M/I] assessed by euglycaemic-hyperinsulinaemic clamp); and (2) impaired glucose tolerance (IGT) and type 2 diabetes mellitus. RESULTS: During the follow-up period (maximum 13.8 years), of 294 participants with normal glucose tolerance (NGT), 69 experienced a CHD event (13.8 years), as did 42 of 141 with IGT and 32 of 74 with type 2 diabetes mellitus. DeltaGLP-1 did not predict CHD (HR 1.0, 95% CI 0.52-2.28). The prevalence of IGT was associated with DeltaGLP-1, lowest vs highest quartile (OR 0.3, 95% CI 0.12-0.58), with no such association for type 2 diabetes mellitus (OR 1.0, 95% CI 0.38-2.86). M/I was significantly associated with DeltaGLP-1 in the type 2 diabetes mellitus group (r = 0.38, p < 0.01), but not in the IGT (r = 0.11, p = 0.28) or NGT (r = 0.10, p = 0.16) groups. CONCLUSIONS/INTERPRETATION: Impaired GLP-1 secretion is associated with IGT, but not with type 2 diabetes mellitus. This finding in the latter group might be confounded by oral glucose-lowering treatment. GLP-1 does not predict CHD. Although DeltaGLP-1 was associated with insulin sensitivity in the type 2 diabetes mellitus group, GLP-1 does not seem to be a predictor of CHD in insulin-resistant patients.


Asunto(s)
Enfermedad Coronaria/sangre , Péptido 1 Similar al Glucagón/sangre , Intolerancia a la Glucosa/epidemiología , Anciano , Albuminuria , Presión Sanguínea , Enfermedades Cardiovasculares/epidemiología , Colesterol/sangre , Estudios de Cohortes , Enfermedad Coronaria/mortalidad , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/epidemiología , Ayuno , Estudios de Seguimiento , Técnica de Clampeo de la Glucosa , Intolerancia a la Glucosa/sangre , Prueba de Tolerancia a la Glucosa , Humanos , Insulina/sangre , Masculino , Análisis de Supervivencia , Circunferencia de la Cintura
9.
Diabetologia ; 53(9): 1867-76, 2010 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-20490448

RESUMEN

AIMS/HYPOTHESIS: We aimed to investigate the risk of cancer mortality in relation to the glucose tolerance status classified according to the 2 h OGTT. METHODS: Data from 17 European population-based or occupational cohorts involved in the DECODE study comprising 26,460 men and 18,195 women aged 25-90 years were collaboratively analysed. The cohorts were recruited between 1966 and 2004 and followed for 5.9 to 36.8 years. Cox proportional hazards analysis with adjustment for cohort, age, BMI, total cholesterol, blood pressure and smoking status was used to estimate HRs for cancer mortality. RESULTS: Compared with people in the normal glucose category, multivariable adjusted HRs (95% CI) for cancer mortality were 1.13 (1.00, 1.28), 1.27 (1.02, 1.57) and 1.71 (1.35, 2.17) in men with prediabetes, previously undiagnosed diabetes and known diabetes, respectively; in women they were 1.11 (0.94, 1.30), 1.31 (1.00, 1.70) and 1.43 (1.01, 2.02), respectively. Significant increases in deaths from cancer of the stomach, colon-rectum and liver in men with prediabetes and diabetes, and deaths from cancers of the liver and pancreas in women with diabetes were also observed. In individuals without known diabetes, the HR (95% CI) for cancer mortality corresponding to a one standard deviation increase in fasting plasma glucose was 1.06 (1.02, 1.09) and in 2 h plasma glucose was 1.07 (1.03, 1.11). CONCLUSIONS/INTERPRETATION: Diabetes and prediabetes were associated with an increased risk of cancer death, particularly death from liver cancer. Mortality from all cancers rose linearly with increasing glucose concentrations.


Asunto(s)
Diabetes Mellitus/epidemiología , Neoplasias/epidemiología , Neoplasias/mortalidad , Estado Prediabético/epidemiología , Adulto , Anciano , Anciano de 80 o más Años , Diabetes Mellitus/fisiopatología , Femenino , Prueba de Tolerancia a la Glucosa , Humanos , Masculino , Persona de Mediana Edad , Estado Prediabético/fisiopatología , Factores de Riesgo
10.
J Intern Med ; 268(5): 471-82, 2010 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-20804517

RESUMEN

AIMS: To analyse the association between glycosylated haemoglobin A1c (HbA1c) and cardiovascular disease (CVD) in patients with type 2 diabetes in the Swedish National Diabetes Register (NDR). METHODS: An observational study of 18 334 patients (age 30-79 years, previous CVD in 18%, baseline HbA1c 5.0-10.9%) who were followed for 6 years (mean 5.6 years) from 1997/1998 until 2003. RESULTS: Hazard ratios per 1% unit increase in baseline or updated mean HbA1c for fatal/nonfatal coronary heart disease (CHD), CVD and total mortality were 1.11-1.13, 1.10-1.11 and 1.09-1.10, respectively (all P < 0.001), adjusted for several risk factors and clinical characteristics in Cox regression. Adjusted 6-year event rates increased with higher baseline or updated mean HbA1c with no J-shaped risk curves, in all patients and also when subgrouping by shorter (mean 3 years) or longer (mean 14 years) diabetes duration, by presence or absence of previous CVD, or by treatment with oral hypoglycaemic agents (OHAs) or insulin. Risk reductions of 20% for CHD and 16% for CVD (P < 0.001) were found in patients with a baseline mean HbA1c of 6.5%, compared to those with a mean level of 7.5%. Compared to OHA-treated patients, insulin-treated patients had an increased risk of total mortality, due almost exclusively to an increased risk of non-CVD mortality, and due less to a weakly significant increased risk of fatal CVD. HbA1c was not associated with non-CVD mortality. CONCLUSIONS: This observational study showed progressively increasing risks of CHD, CVD and total mortality with higher HbA1c, and no risk increase at low HbA1c levels even with longer diabetes duration, previous CVD or treatment with either insulin or OHAs. Patients achieving HbA1c <7% showed benefits for risk reduction.


Asunto(s)
Enfermedades Cardiovasculares/sangre , Diabetes Mellitus Tipo 2/sangre , Hemoglobina Glucada/metabolismo , Adulto , Anciano , Biomarcadores/sangre , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/mortalidad , Enfermedad Coronaria/epidemiología , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/mortalidad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Factores de Riesgo , Accidente Cerebrovascular/epidemiología
11.
Diabetologia ; 52(1): 90-6, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18949454

RESUMEN

AIMS/HYPOTHESIS: Our aim was to investigate the predictive power of a panel of variables in glucose and insulin metabolism for the incidence of stroke or transient ischaemic attacks (TIA). We hypothesised that proinsulin and insulin resistance contributes to an increase of risk for fatal and non-fatal stroke/TIA, independently of diabetes and established risk factors. METHODS: The study is based on the Uppsala Longitudinal Study of Adult Men cohort. The examinations were performed at age 70 years. RESULTS: In 1,151 men free from stroke at baseline, 150 developed stroke or TIA during a median follow-up of 8.8 years. In unadjusted Cox proportional hazards analyses, a 1 SD increase of a predictor variable was associated with an increased risk for stroke/TIA, e.g. plasma insulin (HR 1.19, 95% CI 1.01-1.40), fasting intact proinsulin (HR 1.28, 95% CI 1.09-1.49); whereas a 1 SD increase in insulin sensitivity measured by the euglycaemic insulin clamp method decreased the risk for stroke/TIA (HR 0.81, 95% CI 0.68-0.96). The predictive values of fasting intact proinsulin and insulin sensitivity endured but not that of plasma insulin when adjusting for diabetes. In models adjusting for diabetes, hypertension, atrial fibrillation, electrocardiographic left ventricular hypertrophy, serum cholesterol and smoking, proinsulin remained as a significant predictor of later stroke/TIA (HR 1.22, 95% CI 1.00-1.48) whereas clamp insulin sensitivity did not (HR 0.87, 95% CI 0.71-1.07). CONCLUSIONS/INTERPRETATION: Fasting intact proinsulin level and insulin sensitivity at clamp predicted subsequent fatal and non-fatal stroke/TIA, independently of diabetes in elderly men whereas fasting insulin did not.


Asunto(s)
Técnica de Clampeo de la Glucosa/métodos , Proinsulina/sangre , Accidente Cerebrovascular/epidemiología , Anciano , Biomarcadores/sangre , Glucemia/metabolismo , Estudios de Seguimiento , Humanos , Insulina/administración & dosificación , Insulina/metabolismo , Resistencia a la Insulina , Ataque Isquémico Transitorio/sangre , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Accidente Cerebrovascular/sangre , Accidente Cerebrovascular/mortalidad , Encuestas y Cuestionarios , Suecia
12.
Diabetologia ; 52(8): 1504-10, 2009 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-19455303

RESUMEN

AIMS/HYPOTHESIS: Accumulating evidence suggests that diabetes increases the risk of dementia, but few studies have addressed possible mechanisms underlying this relationship. The aim of our study was to investigate the longitudinal association of glucose metabolism, insulin secretion and insulin action with the development of Alzheimer's disease and vascular dementia. METHODS: The Uppsala Longitudinal Study of Adult Men is an ongoing observational study in Sweden in which 1,125 men aged 71 years and free from dementia underwent an OGTT and a euglycaemic insulin clamp between 1990 and 1995. During a median follow-up of 12 years, 257 persons developed dementia or cognitive impairment, of whom 81 had Alzheimer's disease and 26 vascular dementia. Associations were analysed with the Cox proportional hazards method. RESULTS: Low early insulin response to oral glucose challenge, but not low insulin sensitivity, was associated with a higher risk of Alzheimer's disease (HR for 1 SD decrease 1.32; 95% CI 1.02, 1.69) after adjustment for diabetes, blood pressure, body mass index, cholesterol, smoking and educational level. Low insulin sensitivity was associated with a higher risk of vascular dementia (HR for 1 SD decrease 1.55; 95% CI 1.02, 2.35), but not after multiple adjustments. Diabetes increased the risk of any dementia and cognitive impairment by 63%. CONCLUSIONS/INTERPRETATION: In this community-based study, low early insulin response was associated with increased risk of subsequent Alzheimer's disease, whereas low insulin sensitivity was not. Vascular dementia was not related to early insulin response. We suggest that glucometabolic disturbances are linked differentially to the pathogenesis of these two main dementia subtypes.


Asunto(s)
Enfermedad de Alzheimer/epidemiología , Glucemia/metabolismo , Insulina/metabolismo , Anciano , Apolipoproteína E4/genética , Presión Sanguínea , Índice de Masa Corporal , Estudios de Seguimiento , Técnica de Clampeo de la Glucosa , Prueba de Tolerancia a la Glucosa , Humanos , Secreción de Insulina , Estudios Longitudinales , Masculino , Suecia
13.
Diabetologia ; 52(1): 65-73, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18985314

RESUMEN

AIMS/HYPOTHESIS: The aim of this study of type 2 diabetic patients in the Swedish National Diabetes Register was to study the associations of BMI, overweight (BMI 25-29.9 kg/m(2)) and obesity (BMI >or= 30 kg/m(2)) with cardiovascular disease in type 2 diabetes, as these associations have not previously been clarified. METHODS: Patients aged 30-74 years with no previous CHD or stroke (N = 13,087) were followed for a mean of 5.6 years until 2003 for fatal or non-fatal CHD, stroke, cardiovascular disease (CHD or stroke) and total mortality. In total, 1,922 cardiovascular-disease events occurred, based on 64,864 person-years. RESULTS: The relative risks of CHD, stroke, cardiovascular disease and total mortality for a 5 unit increase in BMI at baseline were 15%, 11%, 13% and 27%, respectively, using Cox regression analysis, after adjusting for age, sex, diabetes duration, hypoglycaemic treatment and smoking (model 1), and were 9%, 4% (not significant), 7% and 20%, respectively, when adjusting also for HbA(1c), blood pressure, antihypertensive drugs, lipid-reducing drugs and microalbuminuria (model 2). Adjusted hazard ratios (model 1) for CHD, cardiovascular disease and total mortality with overweight were 1.27 (95% CI 1.09-1.48), 1.24 (1.09-1.41) and 1.16 (0.94-1.45), respectively, and 1.49 (1.27-1.76), 1.44 (1.26-1.64) and 1.71 (1.36-2.14) with obesity, as compared with normal weight. Significant hazard ratios were attenuated when adjusted according to model 2. For a 1 unit increase in BMI during follow-up, the relative risk of CHD (model 2) was 1.13 (1.04-1.23; p = 0.005). CONCLUSIONS/INTERPRETATION: Both overweight and obesity independently increased the risk of CHD and cardiovascular disease in patients with type 2 diabetes. The CHD risk was higher with increasing BMI than with stable or decreasing BMI during the study.


Asunto(s)
Enfermedades Cardiovasculares/epidemiología , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/mortalidad , Angiopatías Diabéticas/epidemiología , Obesidad/complicaciones , Obesidad/mortalidad , Sobrepeso/complicaciones , Sobrepeso/mortalidad , Adulto , Anciano , Presión Sanguínea , Índice de Masa Corporal , Enfermedades Cardiovasculares/mortalidad , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Diabetes Mellitus Tipo 2/epidemiología , Angiopatías Diabéticas/mortalidad , Dieta Reductora , Humanos , Hipoglucemiantes/uso terapéutico , Insulina/uso terapéutico , Persona de Mediana Edad , Obesidad/epidemiología , Sobrepeso/epidemiología , Sistema de Registros , Análisis de Regresión , Suecia/epidemiología
14.
Diabetologia ; 52(1): 97-105, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18985315

RESUMEN

AIMS/HYPOTHESIS: To investigate the association of serum concentrations and dietary intake of beta-carotene and alpha-tocopherol with type 2 diabetes incidence. METHODS: Serum beta-carotene, alpha-tocopherol, lifestyle factors (BMI, physical activity and smoking) and metabolic factors (insulin sensitivity [homeostasis model assessment], acute insulin response and impaired fasting glucose) were analysed in 846 50-year-old non-diabetic Swedish men (participants in the Uppsala Longitudinal Study of Adult Men). Diabetes was identified in 245 participants at reinvestigations after 10, 20 and 27 years. At the 20 year reinvestigation, dietary intake of beta-carotene and alpha-tocopherol, insulin sensitivity (euglycaemic-hyperinsulinaemic clamp) and insulin secretion (early insulin response in OGTT) were determined. RESULTS: The highest tertile of serum beta-carotene at age 50 (>0.335 mumol/l) was associated with 59% lower risk of diabetes during follow-up compared with the lowest tertile (<0.210 mumol/l) after adjustment for lifestyle and metabolic factors (p < 0.01). The highest tertile of lipid-corrected serum alpha-tocopherol at age 50 (>3.67 mumol/mmol) was associated with 46% lower risk of diabetes compared with the lowest tertile (<3.25 mumol/mmol) independently of metabolic factors (p < 0.05). Moreover, lower serum beta-carotene and alpha-tocopherol concentrations were independently associated with impaired insulin sensitivity (p < 0.001), but not with early insulin response, in a subsample of non-diabetic individuals 20 years later. Dietary intake of beta-carotene and alpha-tocopherol independently predicted type 2 diabetes during 7 years of follow-up. CONCLUSIONS/INTERPRETATION: Serum concentrations and dietary intakes of beta-carotene and alpha-tocopherol independently predicted insulin resistance and type 2 diabetes incidence during 27 years of follow-up in a community-based study of men. This result supports the importance of impaired antioxidant status for the development of insulin resistance and type 2 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 2/epidemiología , alfa-Tocoferol/sangre , beta Caroteno/sangre , Adulto , Anciano , Glucemia/análisis , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/prevención & control , Dieta , Ejercicio Físico , Estudios de Seguimiento , Intolerancia a la Glucosa/sangre , Intolerancia a la Glucosa/epidemiología , Humanos , Estilo de Vida , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Fumar/epidemiología , Suecia
15.
Int J Obes (Lond) ; 33(12): 1390-5, 2009 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-19752874

RESUMEN

BACKGROUND: Obesity is associated with increased risk of cardiovascular disease. We investigated vasoreactivity in conduit and resistance arteries in morbidly obese subjects, and the effect of weight loss after gastric bypass surgery. METHODS: A total of 19 obese subjects (body mass index (BMI): 43.8+/-3.1 kg m(-2), 75% female, mean age 41 years) were investigated before surgery and after 1 and 12 months of surgery. Nineteen non-obese controls matched for age and gender were examined. Vasoreactivity was evaluated by ultrasound to measure flow-mediated dilation (FMD, evaluating a conduit vessel) and pulse-wave analysis with terbutaline provocation (change in reflectance index (RI), evaluating resistance vessels). RESULTS: Before surgery, the obese showed a low change in RI (18+/-12 vs 37+/-15% in controls, P=0.0001), but not significantly regarding FMD (7.9+/-6.4 vs 8.9+/-5.4% in controls). Surgery resulted in a weight loss of 9% at 1 month and 30% at 1 year. Change in RI markedly improved to 36+/-12% at 1 month (P=0.0001 vs baseline) and further to 44+/-11% at 1 year (P=0.014 vs 1 month). FMD did not change significantly. Heart rate and brachial artery diameter were reduced, with no significant change in blood pressure. The improvement in resistance vessel vasodilation, estimated as change in RI, was not correlated to changes in weight or measures of glucose and lipid metabolism. CONCLUSIONS: Obese patients showed impaired vasoreactivity in resistance arteries that was normalized already 1 month after gastric bypass surgery. The basis for this remarkable outcome, not significantly related to changes in body weight and metabolic variables, remains to be clarified.


Asunto(s)
Arteria Braquial/fisiopatología , Derivación Gástrica/métodos , Obesidad Mórbida/fisiopatología , Resistencia Vascular/fisiología , Adulto , Índice de Masa Corporal , Arteria Braquial/diagnóstico por imagen , Arteria Braquial/cirugía , Femenino , Humanos , Masculino , Obesidad Mórbida/diagnóstico por imagen , Obesidad Mórbida/cirugía , Pronóstico , Resultado del Tratamiento , Ultrasonografía
16.
Diabet Med ; 26(1): 53-60, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-19125761

RESUMEN

AIMS: Patients with Type 2 diabetes and coronary heart disease (CHD) are infrequently treated to risk factor targets in current guidelines. We aimed to examine risk factor management and control levels in a large sample of patients with Type 2 diabetes with CHD. METHODS: This was an observational study of 1612 patients with first incidence of CHD before 2002, and of 4570 patients with first incidence of CHD before 2005, from the Swedish National Diabetes Register (NDR). RESULTS: In patients with CHD 1-2 years before follow-up, the achievement of cardiovascular risk factor targets (follow-up 2002/follow-up 2005) was: HbA(1c) < 7%, 47%/54% (P < 0.01); blood pressure < or = 130/80 mmHg, 31%/40% (P < 0.001); total cholesterol < 4.5 mmol/l, 47%/60% (P < 0.001); and low-density lipoprotein-cholesterol < 2.5 mmol/l, 49%/65% (P < 0.001). Use of medication: antihypertensives, 90%/94% (P < 0.01); lipid-lowering drugs, 75%/86% (P < 0.001); and aspirin, 85%/89% (P < 0.05). A high prevalence of adverse lifestyle characteristics prevailed (2002/2005): overweight [body mass index (BMI) > or = 25 kg/m(2)], 86%/85%; obesity (BMI > or = 30 kg/m(2)), 41%/42%; smokers in age group < 65 years, 16-23%/18-19%; as well as waist circumference > or = 102 cm (men) or > or = 88 cm (women), 68% in 2005. CONCLUSIONS: Patients with a combination of Type 2 diabetes and CHD showed an increased use of lipid-lowering drugs over time, corresponding to improving blood lipid levels. A discrepancy existed between the prevalent use of antihypertensive drugs and the low proportion reaching blood pressure targets. Regretfully, a high prevalence of adverse lifestyle characteristics prevailed. Evidence-based therapy with professional lifestyle intervention and drugs seems urgent for improved quality of secondary prevention in these patients.


Asunto(s)
Antihipertensivos/uso terapéutico , Enfermedad Coronaria/tratamiento farmacológico , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Angiopatías Diabéticas/tratamiento farmacológico , Hipoglucemiantes/uso terapéutico , Anciano , Presión Sanguínea/fisiología , Diabetes Mellitus Tipo 2/epidemiología , Angiopatías Diabéticas/epidemiología , Femenino , Humanos , Hiperlipidemias/tratamiento farmacológico , Hiperlipidemias/epidemiología , Hiperlipidemias/prevención & control , Hipertensión/tratamiento farmacológico , Hipertensión/epidemiología , Hipertensión/prevención & control , Lípidos/sangre , Masculino , Persona de Mediana Edad , Factores de Riesgo , Prevención Secundaria/métodos , Suecia/epidemiología
17.
Int J Obes (Lond) ; 32(11): 1640-6, 2008 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-18794895

RESUMEN

OBJECTIVE: The marked weight loss induced by Roux-en-Y gastric bypass (RYGBP) for morbid obesity is still incompletely understood. It has been suggested that, besides the restriction imposed by the surgical procedure, alterations in gut regulatory peptides signaling the brain might contribute. The aim of this study was to measure the putative satiety peptides peptide YY (PYY), glucagon-like peptide-1 (GLP-1), pancreatic polypeptide (PP) and pro-neurotensin (pro-NT) in response to fasting and feeding. DESIGN: The study is a cross-sectional study. After a prolonged overnight 14 h fast, a standardized mixed meal (574 kcal) was provided. Blood samples for peptide measurements were obtained before and after the meal. SUBJECTS: Forty subjects (20 males and females) were included; 10 morbidly obese; (mean age 41+/-7 years; mean BMI 44+/-3 kg/m(2)), 10 operated with RYGBP (age 45+/-5 years; BMI 35+/-6 kg/m(2)), 10 aged-matched lean (age 44+/-5 years; BMI 24+/-3 kg/m(2)) and 10 young lean subjects (age 26+/-2 years; BMI 23+/-2 kg/m(2)). MEASUREMENTS: Plasma concentrations of PYY, GLP-1, PP and pro-NT were obtained. RESULTS: PYY levels increased more in the RYGBP group than in the other groups after the test meal. GLP-1 levels rose in the RYGBP patients, with a small increase seen in the age-matched lean group. PP concentrations increased similarly in all groups postprandially. Pro-NT levels were highest in surgical patients, with no meal effect. CONCLUSION: RYGBP subjects displayed exaggerated PYY and GLP-1 responses to a standardized meal and demonstrated higher pro-NT levels both pre- and postprandially. The findings indicate that possibly the alterations in gut peptide secretion may promote weight loss after gastric bypass surgery.


Asunto(s)
Cirugía Bariátrica , Péptido 1 Similar al Glucagón/metabolismo , Neurotensina/metabolismo , Obesidad Mórbida/metabolismo , Polipéptido Pancreático/metabolismo , Péptido YY/metabolismo , Precursores de Proteínas/metabolismo , Adulto , Estudios Transversales , Ingestión de Alimentos/fisiología , Ayuno/fisiología , Femenino , Humanos , Masculino , Obesidad Mórbida/cirugía , Periodo Posprandial , Estudios Prospectivos , Respuesta de Saciedad/fisiología , Pérdida de Peso/fisiología
18.
Circulation ; 101(22): 2595-600, 2000 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-10840010

RESUMEN

BACKGROUND: Associations between left ventricular (LV) geometry and the insulin resistance syndrome have been found, mostly in small studies of middle-aged hypertensives. The purpose of this study was to elucidate these associations through the use of a large sample of elderly men. METHODS AND RESULTS: We investigated 475 men (157 hypertensives) 71 years of age who were attending a population-based health survey in Uppsala County with echocardiography, oral glucose tolerance test (OGTT), hyperinsulinemic euglycemic clamp, and lipid and 24-hour ambulatory blood pressure monitoring. LV relative wall thickness was significantly related to clamp insulin sensitivity index (r=-0.14), fasting insulin, 32-33 split proinsulin, triglycerides, nonesterified fatty acids, OGTT glucose and insulin levels, waist-to-hip ratio, body mass index, 24-hour blood pressure, and heart rate (r=0.10 to 0.22). Only 24-hour systolic pressure (r=0. 15), OGTT 2-hour insulin (r=-0.10), and heart rate (r=-0.14) were significantly related to LV mass index. Comparing subjects with various LV geometry (normal, concentric remodeling and concentric and eccentric hypertrophy) showed that 24-hour heart rate, OGTT glucose and insulin levels, waist-to-hip ratio, and body mass index were significantly higher (P<0.001 to 0.05) and clamp insulin sensitivity index was significantly lower (P<0.01) in the concentric remodeling geometry group than in the normal LV geometry group. The 24-hour blood pressure was significantly higher in the concentric hypertrophy group than in the normal LV geometry group (P<0.001). CONCLUSIONS: Several components of the insulin resistance syndrome were related to thick LV walls and concentric remodeling but less to LV hypertrophy in this population-based sample of elderly men.


Asunto(s)
Hipertensión/diagnóstico por imagen , Hipertrofia Ventricular Izquierda/diagnóstico por imagen , Resistencia a la Insulina , Remodelación Ventricular , Anciano , Anciano de 80 o más Años , Glucemia , Índice de Masa Corporal , Estudios de Cohortes , Ecocardiografía , Ecocardiografía Doppler , Técnica de Clampeo de la Glucosa , Encuestas Epidemiológicas , Frecuencia Cardíaca , Humanos , Hipertensión/epidemiología , Hipertrofia Ventricular Izquierda/epidemiología , Insulina/sangre , Masculino , Miocardio/metabolismo , Miocardio/patología , Factores de Riesgo
19.
Circulation ; 103(19): 2346-51, 2001 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-11352882

RESUMEN

BACKGROUND: The increased risk associated with left ventricular hypertrophy (LVH) diagnosed echocardiographically (Echo-LVH) or electrocardiographically (ECG-LVH) is well known, but the clinically relevant question of how much additional prognostic information would be provided by echocardiographically assessing LVH if a subject's ECG-LVH and hypertension status are known has not been addressed. METHODS AND RESULTS: We investigated whether Echo-LVH and ECG-LVH predicted total and cardiovascular mortality and morbidity independently of each other and of other cardiovascular risk factors by using a population-based sample of 475 men investigated at age 70 with a median follow-up time of 5.2 years. Echocardiographic left ventricular mass index (LVMI) predicted total mortality (hazards ratio [HR] 1.44, 95% CI 1.09 to 1.92, for a 1-SD increase in LVMI) and cardiovascular mortality (HR 2.38, 95% CI 1.52 to 3.73) independently of ECG-LVH and other cardiovascular risk factors. ECG-LVH, defined as Cornell product >244 microV. s, predicted total mortality (HR 2.89, 95% CI 1.41 to 5.96) independently of LVMI and other cardiovascular risk factors. Thus, Echo-LVH and ECG-LVH provided complementary prognostic information, especially in hypertensive subjects. CONCLUSIONS: Echo-LVH and ECG-LVH predict mortality independently of each other and of other cardiovascular risk factors, implying that Echo-LVH and ECG-LVH in part carry different prognostic information. Therefore, to fully assess the increased risk associated with these conditions, both ECG and echocardiography should be performed.


Asunto(s)
Ecocardiografía , Electrocardiografía , Hipertrofia Ventricular Izquierda/diagnóstico , Enfermedades Cardiovasculares/mortalidad , Enfermedades Cardiovasculares/fisiopatología , Estudios de Cohortes , Ventrículos Cardíacos/patología , Ventrículos Cardíacos/fisiopatología , Humanos , Hipertrofia Ventricular Izquierda/mortalidad , Hipertrofia Ventricular Izquierda/fisiopatología , Masculino , Persona de Mediana Edad , Morbilidad , Análisis Multivariante , Valor Predictivo de las Pruebas , Pronóstico , Factores de Riesgo , Sensibilidad y Especificidad
20.
Diabetes ; 50(3): 690-3, 2001 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-11246893

RESUMEN

In humans, the Met326Ile missense variant of the p85alpha regulatory subunit of the phosphoinositide 3-kinase (PI3K) has been associated with either significant reductions in glucose effectiveness and intravenous glucose tolerance in Caucasians or a significantly higher insulin secretory response in Pima Indians. In the present study, we genotyped 1,190 Caucasian males to evaluate the impact in vivo of the Met326Ile variant of the p85alpha subunit of PI3K on the acute insulin response, intravenous glucose tolerance, insulin-mediated glucose uptake, and the prevalence of type 2 diabetes after 20 years of follow-up. We also expressed the variant in vitro to evaluate the impact on insulin-stimulated activation of protein kinase B (PKB). The Met326Ile variant of p85alpha was not associated with type 2 diabetes or with alterations in insulin secretion, insulin sensitivity, or intravenous glucose tolerance in vivo. Expressed in vitro, the Ile326 and the Met326 variant acted equally as a dominant-negative and prevented (60-70% inhibition) insulin-mediated activation of PKB by inhibiting the phosphorylation of PKB at Thr308. We conclude that the Met326Ile variant of the p85alpha regulatory subunit of PI3K is likely to be as functionally normal in vivo as in vitro.


Asunto(s)
Diabetes Mellitus Tipo 2/enzimología , Variación Genética , Glucosa/metabolismo , Resistencia a la Insulina , Insulina/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Proteínas Serina-Treonina Quinasas , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Anciano , Línea Celular , Estudios Transversales , Activación Enzimática/efectos de los fármacos , Activación Enzimática/fisiología , Prueba de Tolerancia a la Glucosa , Humanos , Insulina/fisiología , Secreción de Insulina , Masculino , Persona de Mediana Edad , Mutación Missense/fisiología , Fosfatidilinositol 3-Quinasas/farmacología , Fosforilación/efectos de los fármacos , Proteínas Proto-Oncogénicas/metabolismo , Proteínas Proto-Oncogénicas c-akt
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