Literature DB >> 23674398

High-dose statin therapy in patients with stable coronary artery disease: treating the right patients based on individualized prediction of treatment effect.

Johannes A N Dorresteijn1, S Matthijs Boekholdt, Yolanda van der Graaf, John J P Kastelein, John C LaRosa, Terje R Pedersen, David A DeMicco, Paul M Ridker, Nancy R Cook, Frank L J Visseren.   

Abstract

BACKGROUND: Clinicians need to identify coronary artery disease patients for whom the benefits of high-dose versus usual-dose statin therapy outweigh potential harm. We therefore aimed to develop and validate a model for prediction of the incremental treatment effect of high-dose statins for individual patients in terms of reduction of 5-year absolute risk for myocardial infarction, stroke, coronary death, or cardiac resuscitation. METHODS AND
RESULTS: Based on data from the Treating to New Targets trial (TNT; n=10 001), a Cox proportional hazards model was developed comprising 13 easy-to-measure clinical predictors: age, sex, smoking, diabetes mellitus, total cholesterol, high-density lipoprotein cholesterol, systolic blood pressure, history of myocardial infarction, coronary artery bypass grafting, congestive heart failure or abdominal aortic aneurysm, glomerular filtration rate, and treatment status (ie, atorvastatin 80 mg or 10 mg). External validation in the Incremental Decrease in End Points Through Aggressive Lipid Lowering trial (IDEAL; n=8888) confirmed adequate goodness-of-fit and calibration, but moderate discrimination (C-statistic, 0.63; 95% confidence interval, 0.62-0.65). Still, among participants of both trials combined, the model identified a group of 11.7% whose predicted 5-year number needed to treat was ≤25 and a group of 41.9% whose predicted needed to treat was ≥50. A decision curve shows that making treatment decisions on the basis of predictions using our model may improve net benefit.
CONCLUSIONS: Estimation of the incremental treatment effect of high-dose versus usual-dose statin therapy in individual coronary artery disease patients enables selection of high-risk patients that benefit most from more aggressive therapy. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifiers: NCT00327691 and NCT00159835.

Entities:  

Keywords:  coronary disease; forecasting; prevention & control; statins, HMG-CoA; treatment outcome

Mesh:

Substances:

Year:  2013        PMID: 23674398     DOI: 10.1161/CIRCULATIONAHA.112.000712

Source DB:  PubMed          Journal:  Circulation        ISSN: 0009-7322            Impact factor:   29.690


  9 in total

Review 1.  Personalized evidence based medicine: predictive approaches to heterogeneous treatment effects.

Authors:  David M Kent; Ewout Steyerberg; David van Klaveren
Journal:  BMJ       Date:  2018-12-10

2.  Personalized Statin Therapy and Coronary Atherosclerotic Plaque Burden in Asymptomatic Low/Intermediate-Risk Individuals.

Authors:  Ranganath Muniyappa; Radwa A Noureldin; Khaled Z Abd-Elmoniem; Riham H El Khouli; Jatin Raj Matta; Ahmed Hamimi; Siri Ranganath; Colleen Hadigan; Lynnette K Nieman; Ahmed M Gharib
Journal:  Cardiorenal Med       Date:  2018-03-26       Impact factor: 2.041

Review 3.  Targeting LDL Cholesterol: Beyond Absolute Goals Toward Personalized Risk.

Authors:  Morton Leibowitz; Chandra Cohen-Stavi; Sanjay Basu; Ran D Balicer
Journal:  Curr Cardiol Rep       Date:  2017-06       Impact factor: 2.931

4.  Using internally developed risk models to assess heterogeneity in treatment effects in clinical trials.

Authors:  James F Burke; Rodney A Hayward; Jason P Nelson; David M Kent
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2014-01-14

Review 5.  Management standards for stable coronary artery disease in India.

Authors:  Sundeep Mishra; Saumitra Ray; Jamshed J Dalal; J P S Sawhney; S Ramakrishnan; Tiny Nair; S S Iyengar; V K Bahl
Journal:  Indian Heart J       Date:  2016-12-09

Review 6.  Management Protocols of stable coronary artery disease in India: Executive summary.

Authors:  Sundeep Mishra; Saumitra Ray; Jamshed J Dalal; J P S Sawhney; S Ramakrishnan; Tiny Nair; S S Iyengar; Vinay K Bahl
Journal:  Indian Heart J       Date:  2016 Nov - Dec

7.  Cost-Effectiveness of Intensifying Lipid-Lowering Therapy With Statins Based on Individual Absolute Benefit in Coronary Artery Disease Patients.

Authors:  Manon C Stam-Slob; Yolanda van der Graaf; Jacoba P Greving; Jannick A N Dorresteijn; Frank L J Visseren
Journal:  J Am Heart Assoc       Date:  2017-02-18       Impact factor: 5.501

8.  Sex-based differences in remote monitoring of biometric, psychometric and biomarker indices in stable ischemic heart disease.

Authors:  Brennan Spiegel; Jennifer E Van Eyk; C Noel Bairey Merz; Chrisandra Shufelt; Lili Barsky; William Speier; Garth Fuller; Susan Cheng; Andy Kim; Sandy Joung; Corey Arnold; Shivani Dhawan; Mayra Lopez; Mitra Mastali; Irene van den Broek; Janet Wei
Journal:  Biol Sex Differ       Date:  2022-04-11       Impact factor: 8.811

9.  A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers.

Authors:  Chrisandra Shufelt; Eldin Dzubur; Sandy Joung; Garth Fuller; Kelly N Mouapi; Irene Van Den Broek; Mayra Lopez; Shivani Dhawan; Corey W Arnold; William Speier; Mitra Mastali; Qin Fu; Jennifer E Van Eyk; Brennan Spiegel; C Noel Bairey Merz
Journal:  NPJ Digit Med       Date:  2019-09-03
  9 in total

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