Patient selection for cardiac surgery: Time to consider subgroups within risk categories?

International Journal of Cardiology

Volumn 203, Issue , 2016, Pages 1103-1108

  Van Giessen, A ^a   De Wit, G A ^a,b   Smit, H A ^a   Den Ruijter, H M ^a   Nierich, A P ^c   Jansen Klomp, W W ^c   Moons, K G M ^a   Koffijberg, H ^a,d  

^a UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^b NATIONAL INSTITUTE FOR PUBLIC HEALTH AND THE ENVIRONMENT   (Netherlands)

^c University Medical Center Utrecht ^*  (Netherlands)

^d UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Cardiac surgery; Cluster analysis; Risk prediction; Subgroups; Tailored treatment

Indexed keywords

AGE DISTRIBUTION; AGED; ARTICLE; CHRONIC LUNG DISEASE; COMORBIDITY; CONTROLLED STUDY; FEMALE; HEART INFARCTION; HEART SURGERY; HIGH RISK PATIENT; HUMAN; MAJOR CLINICAL STUDY; MALE; MORTALITY; PATIENT SELECTION; PERSONALIZED MEDICINE; PREDICTIVE VALUE; PREOPERATIVE EVALUATION; PRIORITY JOURNAL; RISK ASSESSMENT; SURGICAL RISK; TREATMENT INDICATION; UNSTABLE ANGINA PECTORIS; ADVERSE EFFECTS; CLASSIFICATION; CLINICAL DECISION MAKING; CLUSTER ANALYSIS; COST BENEFIT ANALYSIS; FEASIBILITY STUDY; HEART DISEASES; MIDDLE AGED; POSTOPERATIVE COMPLICATIONS; PROCEDURES; VERY ELDERLY;

AGED; AGED, 80 AND OVER; CARDIAC SURGICAL PROCEDURES; CLINICAL DECISION-MAKING; CLUSTER ANALYSIS; COST-BENEFIT ANALYSIS; FEASIBILITY STUDIES; FEMALE; HEART DISEASES; HUMANS; MALE; MIDDLE AGED; PATIENT SELECTION; POSTOPERATIVE COMPLICATIONS; PREDICTIVE VALUE OF TESTS; RISK ASSESSMENT;

EID: 84952903692     PISSN: 01675273     EISSN: 18741754     Source Type: Journal    
DOI: 10.1016/j.ijcard.2015.11.034     Document Type: Article

References (30)

1. M. Sculpher Subgroups and heterogeneity in cost-effectiveness analysis PharmacoEconomics 26 9 2008 799 806
2. J.A. Knottnerus, and P. Tugwell Heterogeneity and clinical reality J. Clin. Epidemiol. 66 8 2013 Aug 809 811
3. T. Yu, D. Vollenweider, R. Varadhan, and et al. Support of personalized medicine through risk-stratified treatment recommendations - an environmental scan of clinical practice guidelines BMC Med. 11 2013 Jan 9 7
4. S.D. Kristensen, J. Knuuti, A. Saraste, and et al. 2014 ESC/ESA guidelines on non-cardiac surgery: cardiovascular assessment and management: the joint task force on non-cardiac surgery: cardiovascular assessment and management of the European Society of Cardiology (ESC) and the European Society of Anaesthesiology (ESA) Eur. Heart J. 35 35 2014 Sep 14 2383 2431
5. F. Roques, P. Michel, A.R. Goldstone, and S.A. Nashef The logistic EuroSCORE Eur. Heart J. 24 9 2003 May 881 882
6. M. Neyt, B.H. Van, S. Devriese, and S.S. Van De A cost-utility analysis of transcatheter aortic valve implantation in Belgium: focusing on a well-defined and identifiable population BMJ Open 2012 2(3)
7. I. Ben-Dor, M.A. Gaglia Jr., I.M. Barbash, and et al. Comparison between society of thoracic surgeons score and logistic EuroSCORE for predicting mortality in patients referred for transcatheter aortic valve implantation Cardiovasc. Revasc. Med. 12 6 2011 Nov 345 349
8. A.G. Kunt, M.F.A.U. Kurtcephe, M.F.A.U. Hidiroglu, and et al. Comparison of original EuroSCORE, EuroSCORE II and STS risk models in a Turkish cardiac surgical cohort Interact. Cardiovasc. Thorac. Surg. 16 5 2013 May 625 629
9. D. Wendt, B.R. Osswald, K. FAU-Kayser, K.F. Kayser, and et al. Society of thoracic surgeons score is superior to the EuroSCORE determining mortality in high risk patients undergoing isolated aortic valve replacement Ann. Thorac. Surg. 88 2 2009 Aug 468 474 (discussion 474-5)
10. A.W. Leber, M. Kasel, T. Ischinger, and et al. Aortic valve calcium score as a predictor for outcome after TAVI using the CoreValve revalving system Int. J. Cardiol. 166 3 2013 Jul 1 652 657
11. J.J. Bax, V. Delgado, V. Bapat, and et al. Open issues in transcatheter aortic valve implantation. Part 1: patient selection and treatment strategy for transcatheter aortic valve implantation Eur. Heart J. 35 38 2014 Oct 7 2627 2638
12. M. Ranucci, F. Guarracino, S. Castelvecchio, and et al. Surgical and transcatheter aortic valve procedures. The limits of risk scores Interact. Cardiovasc. Thorac. Surg. 11 2 2010 Aug 138 141
13. M. De Feo, M. Vicchio, C.A. Della, and et al. Lack of definite indication criteria for choosing between transcatheter implantation and surgical replacement of the aortic valve J. Cardiovasc. Med. (Hagerstown) 14 2 2013 Feb 158 163
14. R. Showkathali, R. Chelliah, B. Brickham, and et al. Multi-disciplinary clinic: next step in "Heart team" approach for TAVI Int. J. Cardiol. 174 2 2014 Jun 15 453 455
15. N. Ruparelia, and B.D. Prendergast TAVI in 2015: who, where and how? Heart 101 17 2015 Sep 1 1422 1431
16. R. Varadhan, J.B. Segal, C.M. Boyd, A.W. Wu, and C.O. Weiss A framework for the analysis of heterogeneity of treatment effect in patient-centered outcomes research J. Clin. Epidemiol. 66 8 2013 Aug 818 825
17. O. Havakuk, A. Finkelstein, A. Steinvil, and et al. Comparison of outcomes in patients ≤ 85 versus > 85 years of age undergoing transcatheter aortic-valve implantation Am. J. Cardiol. 113 1 2014 Jan 1 138 141
18. K. Hayashida, M.C. Morice, B. Chevalier, and et al. Sex-related differences in clinical presentation and outcome of transcatheter aortic valve implantation for severe aortic stenosis J. Am. Coll. Cardiol. 59 6 2012 Feb 7 566 571
19. D.R. Holmes Jr., M.J. Mack, S. Kaul, and et al. 2012 ACCF/AATS/SCAI/STS expert consensus document on transcatheter aortic valve replacement J. Am. Coll. Cardiol. 59 13 2012 Mar 27 1200 1254
20. C.R. Smith, M.B. Leon, M.J. Mack, and et al. Transcatheter versus surgical aortic-valve replacement in high-risk patients N. Engl. J. Med. 364 23 2011 Jun 9 2187 2198
21. J. Bacher, K. Wenzig, and M. Vogler SPSS TwoStep clustering - a first evaluation Proceedings of the RC33 Sixth International Conference on Social Science. Methodology 2004
22. A.K. Formann Die Latent-Class-Analyse. Einführung in Theorie und Anwendung 1984 Weinheim Beltz
23. M. Halkidi, Y. Batistakis, and M. Vazigiannis On clustering validation techniques J. Intell. Inf. Syst. 17 2001 107 145
24. L. Kaufman, and P.J. Rousseeuw Finding Groups in Data: An Introduction to Cluster Analysis 1990 John Wiley & Sons, Inc. New York
25. S. Dolnicar, and F. Leisch Evaluation of structure and reproducibility of cluster solutions using bootstrap Mark. Lett. 21 1 2010 83 101
26. A.K. Jain, and J.V. Moreau Bootstrap technique in cluster analysis Pattern Recogn. 20 5 1987 547 568
27. B.S. Everitt, S. Landau, M. Leese, and D. Stahl Cluster Analysis 5th Edition ed. 2011 John Wiley & Sons, Ltd West Sussex, United Kingdom
28. L. Hubert, and P. Arabie Comparing partitions J. Classif. 2 1985 193 218
29. J. Kefer, C. Beauloye, P. Astarci, and et al. Usefulness of B-type natriuretic peptide to predict outcome of patients treated by transcatheter aortic valve implantation Am. J. Cardiol. 106 12 2010 Dec 15 1782 1786
30. S.E. Bleeker, H.A. Moll, E.W. Steyerberg, and et al. External validation is necessary in prediction research: a clinical example J. Clin. Epidemiol. 56 9 2003 Sep 826 832