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.
Similar articles
-
Antiplatelet therapy duration following bare metal or drug-eluting coronary stents: the dual antiplatelet therapy randomized clinical trial.JAMA. 2015 Mar 17;313(11):1113-21. doi: 10.1001/jama.2015.1671. JAMA. 2015. PMID: 25781440 Free PMC article. Clinical Trial.
-
Benefits and Risks of Extended Dual Antiplatelet Therapy After Everolimus-Eluting Stents.JACC Cardiovasc Interv. 2016 Jan 25;9(2):138-47. doi: 10.1016/j.jcin.2015.10.001. JACC Cardiovasc Interv. 2016. PMID: 26793956 Clinical Trial.
-
Myocardial Infarction Risk After Discontinuation of Thienopyridine Therapy in the Randomized DAPT Study (Dual Antiplatelet Therapy).Circulation. 2017 May 2;135(18):1720-1732. doi: 10.1161/CIRCULATIONAHA.116.024835. Epub 2017 Feb 22. Circulation. 2017. PMID: 28228427 Free PMC article. Clinical Trial.
-
Derivation and validation of the predicting bleeding complications in patients undergoing stent implantation and subsequent dual antiplatelet therapy (PRECISE-DAPT) score: a pooled analysis of individual-patient datasets from clinical trials.Lancet. 2017 Mar 11;389(10073):1025-1034. doi: 10.1016/S0140-6736(17)30397-5. Lancet. 2017. PMID: 28290994 Review.
-
Duration of Dual Antiplatelet Therapy: A Systematic Review for the 2016 ACC/AHA Guideline Focused Update on Duration of Dual Antiplatelet Therapy in Patients With Coronary Artery Disease: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines.J Am Coll Cardiol. 2016 Sep 6;68(10):1116-39. doi: 10.1016/j.jacc.2016.03.512. Epub 2016 Mar 29. J Am Coll Cardiol. 2016. PMID: 27036919 Review.
Cited by
-
Long-Term Outcomes of Patients With Apical Hypertrophic Cardiomyopathy Utilizing a New Risk Score.JACC Adv. 2024 Sep 1;3(10):101235. doi: 10.1016/j.jacadv.2024.101235. eCollection 2024 Oct. JACC Adv. 2024. PMID: 39512540 Free PMC article.
-
Assessing the Utility of the DAPT Score and PRECISE-DAPT Score in Determining the Appropriateness of Dual Antiplatelet Therapy in Patients With Acute Myocardial Infarction/Percutaneous Coronary Intervention.Cardiol Res Pract. 2024 Oct 30;2024:1489008. doi: 10.1155/2024/1489008. eCollection 2024. Cardiol Res Pract. 2024. PMID: 39512265 Free PMC article.
-
Acute Coronary Syndrome in Elderly Patients: How to Tackle Them?J Clin Med. 2024 Oct 5;13(19):5935. doi: 10.3390/jcm13195935. J Clin Med. 2024. PMID: 39407995 Free PMC article. Review.
-
Risk of Bleeding and Ischemia in Elderly East Asian Patients with Diabetes Mellitus Treated with either Clopidogrel or Ticagrelor: From the Korean Acute Myocardial Infarction Registry-V.Chonnam Med J. 2024 Sep;60(3):147-154. doi: 10.4068/cmj.2024.60.3.147. Epub 2024 Sep 25. Chonnam Med J. 2024. PMID: 39381120 Free PMC article.
-
2023 European Society of Cardiology guidelines for the management of acute coronary syndromes : Statement of endorsement by the NVVC.Neth Heart J. 2024 Oct;32(10):338-345. doi: 10.1007/s12471-024-01896-2. Epub 2024 Sep 10. Neth Heart J. 2024. PMID: 39254829 Free PMC article. Review.
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
