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Enhancement of Risk Prediction With Machine Learning: Rise of the Machines [Comment]
Rymer, Jennifer A; Rao, Sunil V
PMID: 31290985
ISSN: 2574-3805
CID: 5222412
Robotic Assisted Percutaneous Coronary Intervention: Hype or Hope?
Chakravartti, Jaidip; Rao, Sunil V
PMCID:6662355
PMID: 31257969
ISSN: 2047-9980
CID: 5222402
Use of prasugrel and clinical outcomes in African-American patients treated with percutaneous coronary intervention for acute coronary syndromes
Faggioni, Michela; Baber, Usman; Chandrasekhar, Jaya; Sartori, Samantha; Weintraub, William; Rao, Sunil V; Vogel, Birgit; Claessen, Bimmer; Kini, Annapoorna; Effron, Mark; Ge, Zhen; Keller, Stuart; Strauss, Craig; Snyder, Clayton; Toma, Catalin; Weiss, Sandra; Aquino, Melissa; Baker, Brian; Defranco, Anthony; Bansilal, Sameer; Muhlestein, Brent; Kapadia, Samir; Pocock, Stuart; Poddar, Kanhaiya L; Henry, Timothy D; Mehran, Roxana
OBJECTIVE:To investigate the use of prasugrel after percutaneous coronary intervention (PCI) in African American (AA) patients presenting with acute coronary syndrome (ACS). BACKGROUND:AA patients are at higher risk for adverse cardiovascular outcomes after PCI and may derive greater benefit from the use of potent antiplatelet therapy. METHODS:Using the multicenter PROMETHEUS observational registry of ACS patients treated with PCI, we grouped patients by self-reported AA or other races. Clinical outcomes at 90-day and 1-year included non-fatal myocardial infarction (MI), major adverse cardiac events (composite of death, MI, stroke, or unplanned revascularization) and major bleeding. RESULTS:The study population included 2,125 (11%) AA and 17,707 (89%) non-AA patients. AA patients were younger, more often female (46% vs. 30%) with a higher prevalence of diabetes mellitus, chronic kidney disease, and prior coronary intervention than non-AA patients. Although AA patients more often presented with troponin (+) ACS, prasugrel use was much less common in AA vs. non-AA (11.9% vs. 21.4%, respectively, P = 0.001). In addition, the use of prasugrel increased with the severity of presentation in non-AA but not in AA patients. Multivariable logistic regression showed AA race was an independent predictor of reduced use of prasugrel (0.42 [0.37-0.49], P < 0.0001). AA race was independently associated with a significantly higher risk of MI at 90-days and 1 year after PCI. CONCLUSIONS:Despite higher risk clinical presentation and worse 1-year ischemic outcomes, AA race was an independent predictor of lower prasugrel prescription in a contemporary population of ACS patients undergoing PCI.
PMID: 30656812
ISSN: 1522-726x
CID: 3682582
Associations between use of prasugrel vs clopidogrel and outcomes by type of acute coronary syndrome: an analysis from the PROMETHEUS registry
Ge, Zhen; Baber, Usman; Claessen, Bimmer E; Chandrasekhar, Jaya; Chandiramani, Rishi; Li, Shawn X; Sartori, Samantha; Kini, Annapoorna S; Rao, Sunil V; Weiss, Sandra; Henry, Timothy D; Kapadia, Samir; Muhlestein, Brent; Strauss, Craig; Toma, Catalin; DeFranco, Anthony; Effron, Mark B; Keller, Stuart; Baker, Brian A; Pocock, Stuart; Dangas, George; Mehran, Roxana
We sought to investigate the utilization of prasugrel and its association with outcomes relative to clopidogrel in three typical subgroups of ACS in a real-world setting. Prasugrel is superior to clopidogrel for reducing risk of ischemic events in acute coronary syndrome (ACS) patients undergoing percutaneous coronary intervention (PCI), but is associated with an increased risk of bleeding complications. PROMETHEUS was a retrospective multicenter observational study of 19,913 ACS patients undergoing PCI from 8 centers in the United States between 2010 and 2013. Major adverse cardiovascular events (MACE) were defined as a composite of all-cause mortality, myocardial infarction, stroke or unplanned revascularization. The study cohort included 3285 (16.5%) patients with ST-segment elevation myocardial infarction (STEMI), 5412 (27.2%) patients with NSTEMI and 11,216 (56.3%) patients with unstable angina (UA). The frequency of prasugrel use at discharge was highest in STEMI and lowest in UA patients, 27.3% versus 22.2% versus 18.9% (p < 0.001). Use of prasugrel vs clopidogrel was associated with a lower rate of MACE in STEMI, NSTEMI, or UA at 1 year, but the differences were attenuated for all groups except for patients with UA (adjusted HR 0.81, 95% CI 0.69-0.94, p = 0.006) after propensity adjusted analysis. After adjustment, there was no difference in bleeding risk between prasugrel and clopidogrel for all groups at 1 year. STEMI patients were more likely to receive prasugrel compared to NSTEMI and UA patients. Prasugrel was associated with reduced adverse outcomes compared with clopidogrel in unadjusted analyses, findings that were largely attenuated upon adjustment and suggest preferential use of prasugrel in low vs high risk patients.
PMID: 30924052
ISSN: 1573-742x
CID: 3777522
Risk of obstructive coronary artery disease and major adverse cardiac events in patients with noncoronary atherosclerosis: Insights from the Veterans Affairs Clinical Assessment, Reporting, and Tracking (CART) Program
Gutierrez, J Antonio; Bhatt, Deepak L; Banerjee, Subhash; Glorioso, Thomas J; Josey, Kevin P; Swaminathan, Rajesh V; Maddox, Thomas M; Armstrong, Ehrin J; Duvernoy, Claire; Waldo, Stephen W; Rao, Sunil V
We sought to determine the risk of obstructive coronary artery disease (oCAD) associated with noncoronary atherosclerosis (cerebrovascular disease [CVD] or peripheral arterial disease [PAD]) and major adverse cardiac events following percutaneous coronary intervention (PCI).
PMID: 31102799
ISSN: 1097-6744
CID: 5222372
Contemporary transradial access practices: Results of the second international survey
Shroff, Adhir R; Fernandez, Christopher; Vidovich, Mladen I; Rao, Sunil V; Cowley, Michael; Bertrand, Olivier F; Patel, Tejas M; Pancholy, Samir B
OBJECTIVES:To gain insight into current practice of transradial angiography and intervention in the United States and around the world. BACKGROUND:Transradial access (TRA) has grown worldwide. In a prior survey, there was significant practice variation and there was minimal US participation which limited the generalizability to US operators. METHODS:We used an internet-based survey software program to solicit input from practicing interventional cardiologists from the United States and around the world. US operators were compared with outside the United States (OUS) operators and respondent-level comparisons were made with the prior survey to assess for temporal changes in practice. RESULTS:Between August 2016 and January 1, 2017, 125 interventional cardiologists completed the survey representing 91 countries with the United States having 449 (39.9%) respondents. Preprocedure, noninvasive testing for collateral circulation is used more commonly in the United States (54.1%) than around the world (26.6%) but its use has decreased since 2010. In the US, 48.8% of operators never use ultrasound and 92.6% of OUS operators never use it; only 4.4% overall use ultrasound in >50% of cases. Use of bivalirudin has decreased in the US and OUS. Nearly, 30% of operators do not assess for radial artery patency following hemostasis. US respondents used TRA less commonly for primary PCI for STEMI than their global counterparts. CONCLUSIONS:There is wide variation in how TRA procedures are performed including relatively low rates of adherence to practices that are known to improve outcomes. Further education aimed at increasing use of best practices will impact patient outcomes.
PMID: 30456913
ISSN: 1522-726x
CID: 5222042
Quantifying the Treatment Effect of Drug-Eluting Stents Optimized for Biocompatibility vs Bare-Metal Stents With a Single Month of Dual Antiplatelet Therapy-Reply [Comment]
Shah, Rahman; Rao, Sunil V; Kandzari, David E
PMID: 30916718
ISSN: 2380-6591
CID: 5222332
Comparison of Rates of Bleeding and Vascular Complications Before, During, and After Trial Enrollment in the SAFE-PCI Trial for Women
Rymer, Jennifer A; Kaltenbach, Lisa A; Kochar, Ajar; Hess, Connie N; Gilchrist, Ian C; Messenger, John C; Harrington, Robert A; Jolly, Sanjit S; Jacobs, Alice K; Abbott, J Dawn; Wojdyla, Daniel M; Krucoff, Mitchell W; Rao, Sunil V
BACKGROUND:SAFE-PCI for Women (Study of Access Site for Enhancement of PCI for Women), a randomized controlled trial comparing radial and femoral access in women undergoing cardiac catheterization or percutaneous coronary intervention (PCI), was terminated early for lower than expected event rates. Whether this was because of patient selection or better access site practice among trial patients is unknown. METHODS AND RESULTS:SAFE-PCI was conducted within the National Cardiovascular Data Registry CathPCI registry. Using the National Cardiovascular Research Infrastructure Identification, PCI date, and age, patients enrolled in SAFE-PCI were compared with trial-eligible female CathPCI registry patients 1 year before, during, and 1 year after SAFE-PCI enrollment. Patient and procedure characteristics, predicted bleeding and mortality, and post-PCI bleeding were compared between groups. Enrolled SAFE-PCI patients and registry patients from the 3 time periods were linked to Centers for Medicare and Medicaid Services data to compare 30-day death and unplanned revascularization rates. At 54 SAFE-PCI sites, there were 496 SAFE-PCI trial patients with a PCI visit within the CathPCI registry. There were 24 958 registry patients from 1 year before and 1 year after SAFE-PCI enrollment and 15 904 trial-eligible registry patients during trial enrollment. Trial patients were younger, had lower predicted bleeding and mortality, and had lower rates of post-PCI bleeding within 72 hours compared with registry patients. Among 12 212 Centers for Medicare and Medicaid Services-linked patients, there were no significant differences in 30-day death and unplanned revascularization among the 4 groups. CONCLUSIONS:Lower predicted risk of bleeding and mortality among SAFE-PCI trial patients compared with registry patients suggests that lower-risk patients were selectively enrolled for the trial. These data demonstrate how registry-based randomized trials may offer methods for enrollment feedback to curb selection bias in recruitment. CLINICAL TRIAL REGISTRATION:URL: https://www.clinicaltrials.gov . Unique identifier: NCT01406236.
PMID: 31014090
ISSN: 1941-7632
CID: 5222352
Age, STEMI, and Cardiogenic Shock: Never Too Old for PCI? [Comment]
Navarese, Eliano P; Rao, Sunil V; Krucoff, Mitchell W
PMID: 30999992
ISSN: 1558-3597
CID: 5222342
Medical misinformation: vet the message! [Editorial]
Hill, Joseph A; Agewall, Stefan; Baranchuk, Adrian; Booz, George W; Borer, Jeffrey S; Camici, Paolo G; Chen, Peng-Sheng; Dominiczak, Anna F; Erol, Çetin; Grines, Cindy L; Gropler, Robert; Guzik, Tomasz J; Heinemann, Markus K; Iskandrian, Ami E; Knight, Bradley P; London, Barry; Lüscher, Thomas F; Metra, Marco; Musunuru, Kiran; Nallamothu, Brahmajee K; Natale, Andrea; Saksena, Sanjeev; Picard, Michael H; Rao, Sunil V; Remme, Willem J; Rosenson, Robert S; Sweitzer, Nancy K; Timmis, Adam; Vrints, Christiaan
PMCID:6440437
PMID: 30689789
ISSN: 2058-1742
CID: 5222232