A systematic review of predictive risk models for diabetes complications based on large scale clinical studies

Journal of Diabetes and its Complications

Volumn 27, Issue 4, 2013, Pages 407-413

  Lagani, Vincenzo ^a   Koumakis, Lefteris ^a   Chiarugi, Franco ^a   Lakasing, Edin ^b   Tsamardinos, Ioannis ^a,c  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b Chorleywood Health Centre   (United Kingdom)

^c UNIVERSITY OF CRETE   (Greece)

Author keywords

Diabetes complications; Prognosis; Risk assessment; Risk factors; Statistical models; Systematic review

Indexed keywords

HEMOGLOBIN A1C;

CARDIOVASCULAR DISEASE; CLINICAL STUDY; DIABETES MELLITUS; DIABETIC PATIENT; DIABETIC RETINOPATHY; FEEDING BEHAVIOR; HUMAN; INFORMATION RETRIEVAL; ISCHEMIC HEART DISEASE; OUTCOME ASSESSMENT; PATHOGENESIS; PRIORITY JOURNAL; PUBLICATION; RETROSPECTIVE STUDY; REVIEW; RISK ASSESSMENT; SYSTEMATIC REVIEW;

DATABASES, FACTUAL; DIABETES COMPLICATIONS; DIABETES MELLITUS, TYPE 1; DIABETES MELLITUS, TYPE 2; HUMANS; MODELS, BIOLOGICAL; MULTICENTER STUDIES AS TOPIC; RISK FACTORS;

EID: 84879892993     PISSN: 10568727     EISSN: 1873460X     Source Type: Journal    
DOI: 10.1016/j.jdiacomp.2012.11.003     Document Type: Review

References (20)

1. R.E. Carter, D.T. Lackland, P.A. Cleary, E. Yim, M.F. Lopes-Virella, G.E. Gilbert, and T.J. Orchard Intensive treatment of diabetes is associated with a reduced rate of peripheral arterial calcification in the diabetes control and complications trial Diabetes Care 30 10 2007 2646 2648
2. J. Cederholm, K. Eeg-Olofsson, B. Eliasson, B. Zethelius, P.M. Nilsson, and S. Gudbjörnsdottir Risk prediction of cardiovascular disease in type 2 diabetes: A risk equation from the Swedish National Diabetes Register Diabetes Care 10 2009 2038 2043
3. P.M. Clarke, A.M. Gray, A. Briggs, A.J. Farmer, P. Fenn, R.J. Stevens, D.R. Matthews, I.M. Stratton, and R.R. Holman A model to estimate the lifetime health outcomes of patients with type 2 diabetes: The United Kingdom Prospective Diabetes Study (UKPDS) outcomes model Diabetologia 47 2004 1747 1759
4. P.A. Cleary, T.J. Orchard, S. Genuth, N.D. Wong, R. Detrano, J.Y. Backlund, B. Zinman, A. Jacobson, W. Sun, J.M. Lachin, and D.M. Nathan The effect of intensive glycemic treatment on coronary artery calcification in type 1 diabetic participants of the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications (DCCT/EDIC) Study Diabetes 55 2006 3556 3565
5. G.S. Collins, and D.G. Altman An independent external validation and evaluation of QRISK cardiovascular risk prediction: A prospective open cohort study BMJ 339 2009 b2584
6. C. Green, R.D. Hoppa, T.K. Young, and J.F. Blanchard Geographic analysis of diabetes prevalence in an urban area Social Science & Medicine 57 3 2003 551 560
7. F.E. Harrel Regression modeling strategies, with applications to linear models, logistic regression, and survival analysis 2001 Springer New York, NY
8. J. Hippisley-Cox, C. Coupland, Y. Vinogradova, J. Robson, M. May, and P. Brindle Derivation and validation of QRISK, a new cardiovascular disease risk score for the United Kingdom: Prospective open cohort study BMJ 335 2007 136 141
9. J. Hippisley-Cox, C. Coupland, Y. Vinogradova, J. Robson, R. Minhas, A. Sheikh, and P. Bindle Predicting cardiovascular risk in England and Wales: Prospective derivation and validation of QRISK2 BMJ 336 7659 2008 1475 1482
10. V. Kothari, R.J. Stevens, A.I. Adler, I.M. Stratton, S.E. Manley, H.A. Neil, and R.R. Holman UKPDS 60: Risk of stroke in type 2 diabetes estimated by the UK Prospective Diabetes Study risk engine Stroke 33 2002 1776 1781
11. M. Skevofilakas, K. Zarkogianni, B.G. Karamanos, and K.S. Nikita A hybrid decision support system for the risk assessment of retinopathy development as a long term complication of type 1 diabetes mellitus Conference proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1 2010 6713 6716
12. R.J. Stevens, R.L. Coleman, A.I. Adler, I.M. Stratton, D.R. Matthews, and R.R. Holman Risk factors for myocardial infarction case fatality and stroke case fatality in type 2 diabetes Diabetes Care 27 2004 201 207
13. R.J. Stevens, V. Kothari, A.I. Adler, and I.M. Stratton The UKPDS risk engine: A model for the risk of coronary heart disease in type II diabetes Clinical Science 101 2001 671 679
14. The Diabetes Control and Complications Trial Research Group The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus The New England Journal of Medicine 329 14 2003 977 986
15. The Diabetes Control and Complications Trial/Epidemiology of Diabetes Intervention and Complications (DCCT/EDIC) Study Research Group Intensive diabetes treatment and cardiovascular disease in patients with type 1 diabetes The New England Journal of Medicine 53 2005 2643 2653
16. The Epidemiology of Diabetes Interventions and Complications (EDIC) Research Group Design, implementation, and preliminary results of a long-term follow-up of the Diabetes Control and Complications Trial cohort Diabetes Care 22 1999 99 111
17. The EURODIAB IDDM Complications Study Group Microvascular and acute complications in IDDM patients: The EURODIAB IDDM Complications Study Diabetologia 37 1994 278 285
18. The UKPDS Group UK Prospective Diabetes Study VIII: Study design, progress and performance Diabetologia 34 1991 877 890
19. Y. Vergouwe, S.S. Soedamah-Muthu, J. Zgibor, N. Chaturvedi, C. Forsblom, and J.K. Snell-Bereon Progression to microalbuminuria in type 1 diabetes: Development and validation of a prediction rule Diabetologia 53 2010 254 262
20. B.J. Wells, A. Jain, S. Arrigain, C. Yu, W.A. Rosenkrans, and M.W. Kattan Predicting 6-year mortality risk in patients with type 2 diabetes Diabetes Care 31 2008 2301 2306