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1.
Diabet Med ; 36(12): 1573-1584, 2019 12.
Article in English | MEDLINE | ID: mdl-31441090

ABSTRACT

AIM: To summarize the evidence on diabetes risk scores for Latin American populations. METHODS: A systematic review was conducted (CRD42019122306) looking for diagnostic and prognostic models for type 2 diabetes mellitus among randomly selected adults in Latin America. Five databases (LILACS, Scopus, MEDLINE, Embase and Global Health) were searched. type 2 diabetes mellitus was defined using at least one blood biomarker and the reports needed to include information on the development and/or validation of a multivariable regression model. Risk of bias was assessed using the PROBAST guidelines. RESULTS: Of the 1500 reports identified, 11 were studied in detail and five were included in the qualitative analysis. Two reports were from Mexico, two from Peru and one from Brazil. The number of diabetes cases varied from 48 to 207 in the derivations models, and between 29 and 582 in the validation models. The most common predictors were age, waist circumference and family history of diabetes, and only one study used oral glucose tolerance test as the outcome. The discrimination performance across studies was ~ 70% (range: 66-72%) as per the area under the receiving-operator curve, the highest metric was always the negative predictive value. Sensitivity was always higher than specificity. CONCLUSION: There is no evidence to support the use of one risk score throughout Latin America. The development, validation and implementation of risk scores should be a research and public health priority in Latin America to improve type 2 diabetes mellitus screening and prevention.


Subject(s)
Diabetes Mellitus, Type 2/diagnosis , Adult , Age Factors , Brazil , Female , Glucose Tolerance Test , Humans , Latin America , MEDLINE , Male , Medical History Taking , Mexico , Middle Aged , Peru , Prognosis , ROC Curve , Reproducibility of Results , Risk Factors , Waist Circumference
2.
J Hum Hypertens ; 27(11): 693-7, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23514844

ABSTRACT

The objective of this study (follow-up of 26,113 people) was to investigate differences in the risk of cardiovascular disease (CVD) and all-cause mortality among hypertensive people according to the control of systolic blood pressure (SBP) and diastolic blood pressure (DBP). People with a history of coronary heart disease, heart failure, cancer or incomplete data at baseline (n=1113) were excluded from the study. The participants were classified into six groups according to their blood pressure status. Treated hypertensive individuals with controlled SBP and DBP did not experience an increase in all-cause mortality compared with normotensive people. The increase in all-cause mortality was 1.48-fold (95% confidence interval (CI) 1.09-2.01) among those who were treated with antihypertensive drugs and had only their DBP controlled and 1.45-fold (95% CI 1.04-2.02) among those who were treated and had only their SBP controlled. Treated patients with both SBP and DBP controlled did not have an increased risk of CVD mortality when compared with normotensive people. The risk of CVD mortality was statistically significantly higher in treated hypertensive people with SBP alone, DBP alone or both SBP and DBP uncontrolled. Our study indicates that uncontrolled SBP alone and DBP alone are risk factors of all-cause and CVD mortality.


Subject(s)
Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Hypertension/drug therapy , Hypertension/mortality , Adult , Cause of Death , Cross-Sectional Studies , Diastole , Female , Finland/epidemiology , Humans , Hypertension/diagnosis , Hypertension/physiopathology , Male , Middle Aged , Prospective Studies , Risk Factors , Systole , Time Factors , Treatment Outcome
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