Development and Validation of a Prediction Rule for Benefit and Harm of Dual Antiplatelet Therapy Beyond 1 Year After Percutaneous Coronary Intervention
- PMID: 27022822
- PMCID: PMC5408574
- DOI: 10.1001/jama.2016.3775
Development and Validation of a Prediction Rule for Benefit and Harm of Dual Antiplatelet Therapy Beyond 1 Year After Percutaneous Coronary Intervention
Erratum in
-
Update in Conflict of Interest Disclosure and Errors in the Supplement and Figure.JAMA. 2016 Jul 19;316(3):350. doi: 10.1001/jama.2016.6123. JAMA. 2016. PMID: 27434457 No abstract available.
-
Misspelled Author Name.JAMA. 2016 Jul 19;316(3):350. doi: 10.1001/jama.2016.9558. JAMA. 2016. PMID: 27434460 No abstract available.
Abstract
Importance: Dual antiplatelet therapy after percutaneous coronary intervention (PCI) reduces ischemia but increases bleeding.
Objective: To develop a clinical decision tool to identify patients expected to derive benefit vs harm from continuing thienopyridine beyond 1 year after PCI.
Design, setting, and participants: Among 11,648 randomized DAPT Study patients from 11 countries (August 2009-May 2014), a prediction rule was derived stratifying patients into groups to distinguish ischemic and bleeding risk 12 to 30 months after PCI. Validation was internal via bootstrap resampling and external among 8136 patients from 36 countries randomized in the PROTECT trial (June 2007-July 2014).
Exposures: Twelve months of open-label thienopyridine plus aspirin, then randomized to 18 months of continued thienopyridine plus aspirin vs placebo plus aspirin.
Main outcomes and measures: Ischemia (myocardial infarction or stent thrombosis) and bleeding (moderate or severe) 12 to 30 months after PCI.
Results: Among DAPT Study patients (derivation cohort; mean age, 61.3 years; women, 25.1%), ischemia occurred in 348 patients (3.0%) and bleeding in 215 (1.8%). Derivation cohort models predicting ischemia and bleeding had c statistics of 0.70 and 0.68, respectively. The prediction rule assigned 1 point each for myocardial infarction at presentation, prior myocardial infarction or PCI, diabetes, stent diameter less than 3 mm, smoking, and paclitaxel-eluting stent; 2 points each for history of congestive heart failure/low ejection fraction and vein graft intervention; -1 point for age 65 to younger than 75 years; and -2 points for age 75 years or older. Among the high score group (score ≥2, n = 5917), continued thienopyridine vs placebo was associated with reduced ischemic events (2.7% vs 5.7%; risk difference [RD], -3.0% [95% CI, -4.1% to -2.0%], P < .001) compared with the low score group (score <2, n = 5731; 1.7% vs 2.3%; RD, -0.7% [95% CI, -1.4% to 0.09%], P = .07; interaction P < .001). Conversely, continued thienopyridine was associated with smaller increases in bleeding among the high score group (1.8% vs 1.4%; RD, 0.4% [95% CI, -0.3% to 1.0%], P = .26) compared with the low score group (3.0% vs 1.4%; RD, 1.5% [95% CI, 0.8% to 2.3%], P < .001; interaction P = .02). Among PROTECT patients (validation cohort; mean age, 62 years; women, 23.7%), ischemia occurred in 79 patients (1.0%) and bleeding in 37 (0.5%), with a c statistic of 0.64 for ischemia and 0.64 for bleeding. In this cohort, the high-score patients (n = 2848) had increased ischemic events compared with the low-score patients and no significant difference in bleeding.
Conclusion and relevance: Among patients not sustaining major bleeding or ischemic events 1 year after PCI, a prediction rule assessing late ischemic and bleeding risks to inform dual antiplatelet therapy duration showed modest accuracy in derivation and validation cohorts. This rule requires further prospective evaluation to assess potential effects on patient care, as well as validation in other cohorts.
Trial registration: clinicaltrials.gov Identifier: NCT00977938.
Conflict of interest statement
Figures






Comment in
-
Moving From Clinical Trials to Precision Medicine: The Role for Predictive Modeling.JAMA. 2016 Apr 26;315(16):1713-4. doi: 10.1001/jama.2016.4839. JAMA. 2016. PMID: 27115375 No abstract available.
-
Predicting Risk of Ischemic or Bleeding Events After Percutaneous Coronary Intervention.JAMA Cardiol. 2016 Sep 1;1(6):731-2. doi: 10.1001/jamacardio.2016.2190. JAMA Cardiol. 2016. PMID: 27548841 No abstract available.
References
-
- Udell JA, Bonaca MP, Collet JP, et al. Long-term dual antiplatelet therapy for secondary prevention of cardiovascular events in the subgroup of patients with previous myocardial infarction: a collaborative meta-analysis of randomized trials. European heart journal. 2015 Aug 31; - PubMed
Publication types
MeSH terms
Substances
Associated data
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous