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Prediction models for the risk of cardiovascular disease in patients with type 2 diabetes: a systematic review.

Authors :
Dieren, S van
Beulens, J. W. J.
Kengne, A. P.
Peelen, L. M.
Rutten, G. E. H. M.
Woodward, M.
van der Schouw, Y. T.
Moons, K. G. M.
Source :
Heart. Mar2012, Vol. 98 Issue 5, p360-369. 10p.
Publication Year :
2012

Abstract

Context A recent overview of all CVD models applicable to diabetes patients is not available Objective To review the primary prevention studies that focused on the development, validation and impact assessment of a cardiovascular risk model, scores or rules that can be applied to patients with type 2 diabetes Design Systematic review Data sources Medline was searched from 1966 to 1 April 2011 Study selection A study was eligible when it described the development, validation or impact assessment of a model that was constructed to predict the occurrence of cardiovascular disease in people with type 2 diabetes, or when the model was designed for use in the general population but included diabetes as a predictor Data extraction A standardized form was sued to extract all data of the CVD models. Results 45 prediction models were identified, of which 12 were specifically developed for patients with type 2 diabetes. Only 31% of the risk scores has been externally validated in a diabetes population, with an area under the curve ranging from 0.61 to 0.86 and 0.59 to 0.80 for models developed in a diabetes population and in the general population, respectively. Only one risk score has been studied for its effect on patient management and outcomes. 10% of the risk scores are advocated in national diabetes guidelines Conclusion Many cardiovascular risk scores are available that can be applied to patients with type 2 diabetes. A minority of these risk scores has been validated and tested for its predictive accuracy, with only a few showing a discriminative value of $0.80. The impact of applying these risk scores in clinical practice is almost completely unknown, but their use is recommended in various national guidelines [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13556037
Volume :
98
Issue :
5
Database :
Academic Search Index
Journal :
Heart
Publication Type :
Academic Journal
Accession number :
72325622
Full Text :
https://doi.org/10.1136/heartjnl-2011-300734