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Percutaneous Coronary Intervention Operator Profiles and Associations With In-Hospital Mortality
Doll, Jacob A; Nelson, Adam J; Kaltenbach, Lisa A; Wojdyla, Daniel; Waldo, Stephen W; Rao, Sunil V; Wang, Tracy Y
BACKGROUND:Percutaneous coronary intervention is performed by operators with differing experience, technique, and case mix. It is unknown if operator practice patterns impact patient outcomes. We sought to determine if a cluster algorithm can identify distinct profiles of percutaneous coronary intervention operators and if these profiles are associated with patient outcomes. METHODS:Operators performing at least 25 annual procedures between 2014 and 2018 were clustered using an agglomerative hierarchical clustering algorithm. Risk-adjusted in-hospital mortality was compared between clusters. RESULTS:We identified 4 practice profiles among 7706 operators performing 2 937 419 procedures. Cluster 1 (n=3345) demonstrated case mix and practice patterns similar to the national median. Cluster 2 (n=1993) treated patients with lower clinical acuity and were less likely to use intracoronary diagnostics, atherectomy, and radial access. Cluster 3 (n=1513) had the lowest case volume, were more likely to work at rural hospitals, and cared for a higher proportion of patients with ST-segment-elevation myocardial infarction and cardiogenic shock. Cluster 4 (n=855) had the highest case volume, were most likely to treat patients with high anatomic complexity and use atherectomy, intracoronary diagnostics, and mechanical support. Compared with cluster 1, adjusted in-hospital mortality was similar for cluster 2 (estimated difference, -0.03 [95% CI, -0.10 to 0.04]), higher for cluster 3 (0.14 [0.07-0.22]), and lower for cluster 4 (-0.15 [-0.24 to -0.06]). CONCLUSIONS:Distinct percutaneous coronary intervention operator profiles are differentially associated with patient outcomes. A phenotypic approach to physician assessment may provide actionable feedback for quality improvement.
PMID: 34847693
ISSN: 1941-7632
CID: 5223172
The bleeding risk treatment paradox at the physician and hospital level: Implications for reducing bleeding in patients undergoing percutaneous coronary intervention
Amin, Amit P; Frogge, Nathan; Kulkarni, Hemant; Ridolfi, Gene; Ewald, Gregory; Miller, Rachel; Hall, Bruce; Rogers, Susan; Gluckman, Ty; Curtis, Jeptha; Masoudi, Frederick A; Rao, Sunil V
BACKGROUND:Bleeding is a common and costly complication of percutaneous coronary intervention (PCI). Bleeding avoidance strategies (BAS) are used paradoxically less in patients at high-risk of bleeding: "bleeding risk-treatment paradox" (RTP). We determined whether hospitals and physicians, who do not align BAS to PCI patients' bleeding risk (ie, exhibit a RTP) have higher bleeding rates. METHODS:We examined 28,005 PCIs from the National Cardiovascular Data Registry CathPCI Registry for 7 hospitals comprising BJC HealthCare. BAS included transradial intervention, bivalirudin, and vascular closure devices. Patients' predicted bleeding risk was based on National Cardiovascular Data Registry CathPCI bleeding model and categorized as low (<2.0%), moderate (2.0%-6.4%), or high (≥6.5%) risk tertiles. BAS use was considered risk-concordant if: at least 1 BAS was used for moderate risk; 2 BAS were used for high risk and bivalirudin or vascular closure devices were not used for low risk. Absence of risk-concordant BAS use was defined as RTP. We analyzed inter-hospital and inter-physician variation in RTP, and the association of RTP with post-PCI bleeding. RESULTS:Amongst 28,005 patients undergoing PCI by 103 physicians at 7 hospitals, RTP was observed in 12,035 (43%) patients. RTP was independently associated with a higher likelihood of bleeding even after adjusting for predicted bleeding risk, mortality risk and potential sources of variation (OR 1.66, 95% CI 1.44-1.92, P < .001). A higher prevalence of RTP strongly and independently correlated with worse bleeding rates, both at the physician-level (Wilk's Lambda 0.9502, F-value 17.21, P < .0001) and the hospital-level (Wilk's Lambda 0.9899, F-value 35.68, P < .0001). All the results were similar in a subset of PCIs conducted since 2015 - a period more reflective of the contemporary practice. CONCLUSIONS:Bleeding RTP is a strong, independent predictor of bleeding. It exists at the level of physicians and hospitals: those with a higher rate of RTP had worse bleeding rates. These findings not only underscore the importance of recognizing bleeding risk upfront and using BAS in a risk-aligned manner, but also inform and motivate national efforts to reduce PCI-related bleeding.
PMID: 34543645
ISSN: 1097-6744
CID: 5223092
Defining the Normal Values for Left Ventricular Global Longitudinal Strain in Adult Heart Transplanted Patients [Meeting Abstract]
Sikand, N. V.; Maidman, S.; Saric, M.; Reyentovich, A.; Saraon, T.; Rao, S.; Katz, S.; Goldberg, R.; Kadosh, B.; DiVita, M.; Cruz, J.; Riggio, S.; Moazami, N.; Gidea, C.
ISI:000780119701376
ISSN: 1053-2498
CID: 5243562
Transplant Outcomes in Hearts with Moderate to Severe Left Ventricular Hypertrophy After the 2018 OPTN/UNOS Allocation Changes [Meeting Abstract]
Ramachandran, A.; Siddiqui, E.; Reyentovich, A.; Lonze, B.; Saraon, T.; Rao, S.; Katz, S.; Goldberg, R.; Kadosh, B.; DiVita, M.; Cruz, J.; Carillo, J.; Smith, D.; Moazami, N.; Gidea., C.
ISI:000780119700501
ISSN: 1053-2498
CID: 5243542
Design and baseline results of a coaching intervention for implementation of trans-radial access in percutaneous coronary intervention
Beaver, Kristine; Naranjo, Diana; Doll, Jacob; Maynard, Charles; Taylor, Leslie; Plomondon, Mary; Waldo, Stephen; Helfrich, Christian D; Rao, Sunil V
Trans-radial artery access (TRA) for cardiac catheterization and percutaneous coronary intervention has many advantages over trans-femoral artery access (TFA), but implementation has been slow. The steep learning curve, logistical issues, and radiation exposure have been documented as barriers to implementation. Although many cardiac catheterization laboratories have overcome these barriers, we lack evidence on effective implementation strategies. Our objective is to test a team-based coaching intervention that targets the learning curve and other barriers to increase use of TRA. We use a stepped-wedge cluster-randomized trial to test a coaching intervention in Department of Veterans Affairs cardiac catheterization laboratories. The coaching intervention comprises team-based didactic instruction with live observation at a TRA-proficient lab, followed by a visit from a cardiologist and catheterization laboratory nurse coaching team. Interview and survey data are collected from participants to test and adapt an implementation science framework known as the Promoting Action on Research Implementation in Health Services (PARIHS) framework. This study is designed to test the effectiveness of the coaching intervention on TRA implementation, inform changes to the coaching intervention itself, and test and adapt the PARIHS framework in practice. While the benefits of TRA, including increased clinical efficiency, patient comfort, and reduced patient complications, are well understood, the underlying drivers of TRA adoption and sustained practice are not. Findings from this trial can inform future research to facilitate change in the cardiac catheterization laboratory.
PMID: 34710590
ISSN: 1559-2030
CID: 5223122
Hospital-Level Percutaneous Coronary Intervention Performance With Simulated Risk Avoidance
Nathan, Ashwin S; Manandhar, Pratik; Wojdyla, Daniel; Nelson, Adam; Fiorilli, Paul N; Waldo, Stephen; Yeh, Robert W; Rao, Sunil V; Fanaroff, Alexander C; Groeneveld, Peter W; Wang, Tracy Y; Giri, Jay
PMID: 34823664
ISSN: 1558-3597
CID: 5223162
Cardiogenic Shock After Acute Myocardial Infarction: A Review
Samsky, Marc D; Morrow, David A; Proudfoot, Alastair G; Hochman, Judith S; Thiele, Holger; Rao, Sunil V
Importance/UNASSIGNED:Cardiogenic shock affects between 40 000 and 50 000 people in the US per year and is the leading cause of in-hospital mortality following acute myocardial infarction. Observations/UNASSIGNED:Thirty-day mortality for patients with cardiogenic shock due to myocardial infarction is approximately 40%, and 1-year mortality approaches 50%. Immediate revascularization of the infarct-related coronary artery remains the only treatment for cardiogenic shock associated with acute myocardial infarction supported by randomized clinical trials. The Percutaneous Coronary Intervention Strategies with Acute Myocardial Infarction and Cardiogenic Shock (CULPRIT-SHOCK) clinical trial demonstrated a reduction in the primary outcome of 30-day death or kidney replacement therapy; 158 of 344 patients (45.9%) in the culprit lesion revascularization-only group compared with 189 of 341 patients (55.4%) in the multivessel percutaneous coronary intervention group (relative risk, 0.83 [95% CI, 0.71-0.96]; P = .01). Despite a lack of randomized trials demonstrating benefit, percutaneous mechanical circulatory support devices are frequently used to manage cardiogenic shock following acute myocardial infarction. Conclusions and Relevance/UNASSIGNED:Cardiogenic shock occurs in up to 10% of patients immediately following acute myocardial infarction and is associated with mortality rates of nearly 40% at 30 days and 50% at 1 year. Current evidence and clinical practice guidelines support immediate revascularization of the infarct-related coronary artery as the primary therapy for cardiogenic shock following acute myocardial infarction.
PMID: 34751704
ISSN: 1538-3598
CID: 5050342
Hot topics in interventional cardiology: Proceedings from the society for cardiovascular angiography and interventions (SCAI) 2021 think tank
Naidu, Srihari S; Baron, Suzanne J; Eng, Marvin H; Sathanandam, Shyam K; Zidar, David A; Feldman, Dmitriy N; Ing, Frank F; Latif, Faisal; Lim, Michael J; Henry, Timothy D; Rao, Sunil V; Dangas, George D; Hermiller, James B; Daggubati, Ramesh; Shah, Binita; Ang, Lawrence; Aronow, Herbert D; Banerjee, Subhash; Box, Lyndon C; Caputo, Ronald P; Cohen, Mauricio G; Coylewright, Megan; Duffy, Peter L; Goldsweig, Andrew M; Hagler, Donald J; Hawkins, Beau M; Hijazi, Ziyad M; Jayasuriya, Sasanka; Justino, Henri; Klein, Andrew J; Kliger, Chad; Li, Jun; Mahmud, Ehtisham; Messenger, John C; Morray, Brian H; Parikh, Sahil A; Reilly, John; Secemsky, Eric; Shishehbor, Mehdi H; Szerlip, Molly; Yakubov, Steven J; Grines, Cindy L; Alvarez-Breckenridge, Jennifer; Baird, Colleen; Baker, David; Berry, Charles; Bhattacharya, Manisha; Bilazarian, Seth; Bowen, Rosanne; Brounstein, Kevin; Cameron, Cole; Cavalcante, Rafael; Culbertson, Casey; Diaz, Pedro; Emanuele, Susan; Evans, Erin; Fletcher, Rob; Fortune, Tina; Gaiha, Priya; Govender, Devi; Gutfinger, Dan; Haggstrom, Kurt; Herzog, Andrea; Hite, Denise; Kalich, Bethany; Kirkland, Ann; Kohler, Toni; Laurisden, Holly; Livolsi, Kevin; Lombardi, Lois; Lowe, Sarah; Marhenke, Kevin; Meikle, Joie; Moat, Neil; Mueller, Megan; Patarca, Roberto; Popma, Jeff; Rangwala, Novena; Simonton, Chuck; Stokes, Jerry; Taber, Margaret; Tieche, Christopher; Venditto, John; West, Nick E J; Zinn, Laurie
The Society for Cardiovascular Angiography and Interventions (SCAI) Think Tank is a collaborative venture that brings together interventional cardiologists, administrative partners, and select members of the cardiovascular industry community annually for high-level field-wide discussions. The 2021 Think Tank was organized into four parallel sessions reflective of the field of interventional cardiology: (a) coronary intervention, (b) endovascular medicine, (c) structural heart disease, and (d) congenital heart disease. Each session was moderated by a senior content expert and co-moderated by a member of SCAI's Emerging Leader Mentorship program. This document presents the proceedings to the wider cardiovascular community in order to enhance participation in this discussion, create additional dialog from a broader base, and thereby aid SCAI, the industry community and external stakeholders in developing specific action items to move these areas forward.
PMID: 34398509
ISSN: 1522-726x
CID: 5052742
Cost analysis of a coaching intervention to increase use of transradial percutaneous coronary intervention
Duan, Kevin I; Helfrich, Christian D; Rao, Sunil V; Neely, Emily L; Sulc, Christine A; Naranjo, Diana; Wong, Edwin S
BACKGROUND:The transradial approach (TRA) to cardiac catheterization is safer than the traditional transfemoral approach (TFA), with similar clinical effectiveness. However, adoption of TRA remains low, representing less than 50% of catheterization procedures in 2015. Peer coaching is one approach to facilitate implementation; however, the costs of this strategy for cardiac procedures such as TRA are unclear. METHODS:We conducted an activity-based costing analysis (ABC) of a multi-center, hybrid type III implementation trial of a coaching intervention designed to increase the use of TRA. We identified the key activities of the intervention and determined the personnel, resources, and time needed to complete each activity. The personnel cost per hour and the activity duration were then used to estimate the cost of each activity and the total variable cost of the implementation. Fixed costs related to designing and running the implementation were calculated separately. All costs are reported in 2019 constant US dollars. RESULTS:The total cost of the coaching intervention implementation was $374,863. Of the total cost, $367,752 were variable costs due to travel, preparatory work, in-person coaching, post-intervention evaluation, and administrative time. We estimated fixed costs of $7112. The mean marginal cost of implementing the intervention at only one additional medical center was $52,536. CONCLUSIONS:We provide granular cost estimates of a conceptually rooted implementation strategy designed to increase the uptake of TRA for cardiac catheterization. We estimate that implementation costs stemming from the coaching approach would be offset after the conversion of approximately 409 to 1363 catheterizations from TFA to TRA. Our estimates provide benchmarks of the expected costs of implementing evidence-based, but expertise-intensive, cardiac procedures. TRIAL REGISTRATION/BACKGROUND:ISRCTN, ISRCTN66341299 . Registered 7 July 2020-retrospectively registered.
PMCID:8554885
PMID: 34706775
ISSN: 2662-2211
CID: 5223112
Bridging Antiplatelet Therapy After Percutaneous Coronary Intervention: JACC Review Topic of the Week
Sullivan, Alexander E; Nanna, Michael G; Wang, Tracy Y; Bhatt, Deepak L; Angiolillo, Dominick J; Mehran, Roxana; Banerjee, Subhash; Cantrell, Sarah; Jones, W Schuyler; Rymer, Jennifer A; Washam, Jeffrey B; Rao, Sunil V; Ohman, E Magnus
Patients undergoing early surgery after coronary stent implantation are at increased risk for mortality from ischemic and hemorrhagic complications. The optimal antiplatelet strategy in patients who cannot discontinue dual antiplatelet therapy (DAPT) before surgery is unclear. Current guidelines, based on surgical and clinical characteristics, provide risk stratification for bridging therapy with intravenous antiplatelet agents, but management is guided primarily by expert opinion. This review summarizes perioperative risk factors to consider before discontinuing DAPT and reviews the data for intravenous bridging therapies. Published reports have included bridging options such as small molecule glycoprotein IIb/IIIa inhibitors (eptifibatide or tirofiban) and cangrelor, an intravenous P2Y12 inhibitor. However, optimal management of these complex patients remains unclear in the absence of randomized controlled data, without which an argument can be made both for and against the use of perioperative intravenous bridging therapy after discontinuing oral P2Y12 inhibitors. Multidisciplinary risk assessment remains a critical component of perioperative care.
PMID: 34620413
ISSN: 1558-3597
CID: 5223102