Literature DB >> 20236721

Development of a coronary heart disease risk prediction model for type 1 diabetes: the Pittsburgh CHD in Type 1 Diabetes Risk Model.

Janice C Zgibor1, Kristine Ruppert, Trevor J Orchard, Sabita S Soedamah-Muthu, John Fuller, Nish Chaturvedi, Mark S Roberts.   

Abstract

AIM: To create a coronary heart disease (CHD) risk prediction model specific to type 1 diabetes.
METHODS: Development of the model used data from the Pittsburgh Epidemiology of Diabetes Complications Study (EDC). EDC subjects had type 1 diabetes diagnosed between 1950 and 1980, received their first study exam between 1986 and 1988, and have been followed biennially since. The final cohort for model development consisted of 603 subjects and 46 incident events. Hard CHD was defined as CHD death, fatal/non-fatal MI or Q-waves. Baseline CHD risk factors were tested bivariately and introduced into a Weibull model. The prediction model was externally validated in the EURODIAB Prospective Complications Study.
RESULTS: In males, predictors were higher white blood cell count, micro- or macroalbuminuira, lower HDLc and longer diabetes duration. In females, larger waist/hip ratio, higher non-HDLc, higher systolic blood pressure, use of blood pressure medication, and longer diabetes duration were included. Models were robust to internal and external validation procedures.
CONCLUSIONS: CHD risk prediction models for hard CHD in those with type 1 diabetes should include risk factors not considered by existing models. Using models specifically developed for predicting CHD in type 1 diabetes may allow for more targeted prevention strategies. Copyright 2010 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Mesh:

Year:  2010        PMID: 20236721      PMCID: PMC2891292          DOI: 10.1016/j.diabres.2010.02.009

Source DB:  PubMed          Journal:  Diabetes Res Clin Pract        ISSN: 0168-8227            Impact factor:   5.602


  20 in total

1.  Cardiovascular disease risk prediction in type 1 diabetes: accounting for the differences.

Authors:  Kristine Ruppert; Mark S Roberts; Trevor J Orchard; Janice C Zgibor
Journal:  Diabetes Res Clin Pract       Date:  2007-04-30       Impact factor: 5.602

2.  The hypertension detection and follow-up program: Hypertension detection and follow-up program cooperative group.

Authors: 
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3.  Can clinical factors estimate insulin resistance in type 1 diabetes?

Authors:  K V Williams; J R Erbey; D Becker; S Arslanian; T J Orchard
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6.  Insulin resistance-related factors, but not glycemia, predict coronary artery disease in type 1 diabetes: 10-year follow-up data from the Pittsburgh Epidemiology of Diabetes Complications Study.

Authors:  Trevor J Orchard; Jon C Olson; John R Erbey; Katherine Williams; Kimberly Y-Z Forrest; Leslie Smithline Kinder; Demetrius Ellis; Dorothy J Becker
Journal:  Diabetes Care       Date:  2003-05       Impact factor: 19.112

7.  The Pittsburgh insulin-dependent diabetes mellitus (IDDM) morbidity and mortality study. Mortality results.

Authors:  J S Dorman; R E Laporte; L H Kuller; K J Cruickshanks; T J Orchard; D K Wagener; D J Becker; D E Cavender; A L Drash
Journal:  Diabetes       Date:  1984-03       Impact factor: 9.461

8.  Risk factors for coronary heart disease in type 1 diabetic patients in Europe: the EURODIAB Prospective Complications Study.

Authors:  Sabita S Soedamah-Muthu; Nish Chaturvedi; Monika Toeller; Barry Ferriss; Paolo Reboldi; Georges Michel; Christos Manes; John H Fuller
Journal:  Diabetes Care       Date:  2004-02       Impact factor: 19.112

9.  Magnitude and determinants of coronary artery disease in juvenile-onset, insulin-dependent diabetes mellitus.

Authors:  A S Krolewski; E J Kosinski; J H Warram; O S Leland; E J Busick; A C Asmal; L I Rand; A R Christlieb; R F Bradley; C R Kahn
Journal:  Am J Cardiol       Date:  1987-04-01       Impact factor: 2.778

10.  The Pittsburgh study of insulin-dependent diabetes mellitus. Risk for diabetes among relatives of IDDM.

Authors:  D K Wagener; J M Sacks; R E LaPorte; J M Macgregor
Journal:  Diabetes       Date:  1982-02       Impact factor: 9.461

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1.  The role of coronary artery calcification testing in incident coronary artery disease risk prediction in type 1 diabetes.

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2.  Predicting major outcomes in type 1 diabetes: a model development and validation study.

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3.  Optimal Blood Pressure Thresholds for Minimal Coronary Artery Disease Risk in Type 1 Diabetes.

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Review 5.  Insulin resistance in type 1 diabetes: what is 'double diabetes' and what are the risks?

Authors:  S J Cleland; B M Fisher; H M Colhoun; N Sattar; J R Petrie
Journal:  Diabetologia       Date:  2013-04-24       Impact factor: 10.122

Review 6.  Type 1 diabetes mellitus and cardiovascular disease: a scientific statement from the American Heart Association and American Diabetes Association.

Authors:  Sarah D de Ferranti; Ian H de Boer; Vivian Fonseca; Caroline S Fox; Sherita Hill Golden; Carl J Lavie; Sheela N Magge; Nikolaus Marx; Darren K McGuire; Trevor J Orchard; Bernard Zinman; Robert H Eckel
Journal:  Diabetes Care       Date:  2014-08-11       Impact factor: 19.112

7.  Electrocardiographic Abnormalities and Cardiovascular Disease Risk in Type 1 Diabetes: The Epidemiology of Diabetes Interventions and Complications (EDIC) Study.

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8.  Type 1 diabetes: Developing the first risk-estimation model for predicting silent myocardial ischemia. The potential role of insulin resistance.

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9.  Burden of cardiovascular risk factors and disease among patients with type 1 diabetes: results of the Australian National Diabetes Audit (ANDA).

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10.  Cardiovascular disease guideline adherence and self-reported statin use in longstanding type 1 diabetes: results from the Canadian study of longevity in diabetes cohort.

Authors:  Johnny W Bai; Geneviève Boulet; Elise M Halpern; Leif E Lovblom; Devrim Eldelekli; Hillary A Keenan; Michael Brent; Narinder Paul; Vera Bril; David Z I Cherney; Alanna Weisman; Bruce A Perkins
Journal:  Cardiovasc Diabetol       Date:  2016-01-25       Impact factor: 9.951

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