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Background: With an aging population and an increase in the comorbidity burden of patients undergoing percutaneous coronary intervention (PCI), the management of coronary calcification for optimal PCI is critical in contemporary practice., Objectives: This study sought to examine the trends and outcomes of coronary intravascular lithotripsy (IVL), rotational/orbital atherectomy, or both among patients who underwent PCI in Michigan., Methods: We included all PCIs between January 1, 2021, and June 30, 2022, performed at 48 Michigan hospitals. Outcomes included in-hospital major adverse cardiac events (MACEs) and procedural success., Results: IVL was used in 1,090 patients (2.57%), atherectomy was used in 1,743 (4.10%) patients, and both were used in 240 patients (0.57% of all PCIs). IVL use increased from 0.04% of PCI cases in January 2021 to 4.28% of cases in June 2022, ultimately exceeding the rate of atherectomy use. The rate of MACEs (4.3% vs 5.4%; P = 0.23) and procedural success (89.4% vs 89.1%; P = 0.88) were similar among patients treated with IVL compared with atherectomy, respectively. Only 15.6% of patients treated with IVL in contemporary practice were similar to the population enrolled in the pivotal IVL trials. Among such patients (n = 169), the rate of MACEs (0.0%) and procedural success (94.7%) were similar to the outcomes reported in the pivotal IVL trials., Conclusions: Since its introduction in February 2021, coronary IVL use has steadily increased, exceeding atherectomy use in Michigan by February 2022. Contemporary use of IVL and atherectomy is generally associated with high rates of procedural success and low rates of complications., Competing Interests: Funding Support and Author Disclosures Support for the Blue Cross Blue Shield of Michigan Cardiovascular Consortium and the Michigan Value Collaborative is provided by Blue Cross Blue Shield of Michigan and Blue Care Network as part of the Blue Cross Blue Shield of Michigan Value Partnerships program. Although Blue Cross Blue Shield of Michigan and BMC2 work collaboratively, the opinions, beliefs, and viewpoints expressed by the author do not necessarily reflect the opinions, beliefs, and viewpoints of BCBSM or any of its employees. Further, BCBSM does not have access to BMC2 data, and all patient episodes occurring at engaged hospitals are included in the data registries, regardless of payer. Dr Madder has received research support, consulting fees, speaker honoraria, and serves on the Advisory Board of Corindus, a Siemens Healthineers Company; has received research support, consulting fees, and speaker honoraria from Infraredx; has received speaker honoraria from Abbott Vascular; and serves on the Advisory Board of Spectrawave and Medtronic. Dr Basir is a consultant for Abiomed, Cardiovascular Systems, Chiesi, Saranas, and Zoll. Dr Kaki serves on the Speakers Bureau of Abiomed, Abbott, CSI, Medtronic, Shockwave, and Terumo. Dr Azzalini has received consulting fees from Teleflex, Abiomed, GE Healthcare, Asahi Intecc, Philips, Abbott Vascular, Reflow Medical, and Cardiovascular Systems, Inc. Dr Gurm has received research support from Blue Cross and Blue Shield of Michigan; is the co-founder of, owns equity in, and is a consultant to Amplitude Vascular Systems; owns equity in Jiaxing Bossh Medical Technology Partnership; is a consultant for Osprey Medical; and is the chair of the Clinical Events Committee for the PERFORMANCE trial sponsored by Contego Medical. All other authors have reported that they have no relationships relevant to the contents of this paper to disclose., (Published by Elsevier Inc.)

Background: Intracoronary imaging (ICI) during percutaneous coronary intervention (PCI) improves outcomes, yet hospital- and physician-level variabilities in ICI and its impact on ICI use in contemporary PCI remain unknown. This study was performed to evaluate hospital- and physician-level use of ICI to optimize PCI., Methods: Using data from a large statewide registry, patients undergoing PCI between July 2019 and March 2021 were studied. The primary measure of interest was ICI (intravascular ultrasound or optical coherence tomography) optimization during PCI. A fitted hierarchical Bayesian model identified variables independently associated with ICI optimization. The performing hospital and physician were included as random effects in the model., Results: Among 48 872 PCIs, ICI optimization was performed in 8094 (16.6%). Median [interquartile range] hospital- and physician-level frequencies of ICI were 8.8% [3.1%, 16.0%] and 6.1% [1.1%, 25.0%], respectively. Bayesian modeling identified left main PCI (adjusted odds ratio [aOR], 4.41; 95% credible interval [3.82, 5.10]), proximal left anterior descending artery PCI (aOR, 2.28 [2.00, 2.59]), PCI for in-stent restenosis (aOR, 1.55 [1.40, 1.72]), and surgical consult prior to PCI (aOR, 1.21 [1.07, 1.37]) as independent predictors of ICI optimization. The hospital-level median odds ratio, an estimate of the contribution of inter-hospital variability in odds of ICI use, was 3.48 (2.64, 5.04). Physician-level median odds ratio was 3.81 (3.33, 4.45)., Conclusions: Substantial hospital- and physician-level variation in ICI was observed. Except for performance of left main PCI, the hospital and physician performing the PCI were more strongly associated with ICI optimization than any patient or procedural factors.

Potent antithrombotic agents are routinely prescribed after percutaneous coronary intervention (PCI) to reduce ischemic complications. However, in patients who are at an increased bleeding risk, this may pose significant risks. We sought to evaluate the association between a history of gastrointestinal bleeding (GIB) and outcomes after PCI. We linked clinical registry data from PCIs performed at 48 Michigan hospitals between 1/2013 and 3/2018 to Medicare claims. We used 1:5 propensity score matching to adjust for patient characteristics. In-hospital outcomes included bleeding, transfusion, stroke or death. Post-discharge outcomes included 90-day all-cause readmission and long-term mortality. Of 30,206 patients, 1.1% had a history of GIB. Patients with a history of GIB were more likely to be older, female, and have more cardiovascular comorbidities. After matching, those with a history of GIB (n = 312) had increased post-procedural transfusions (15.7% vs 8.4%; p < 0.001), bleeding (11.9% vs 5.2%; p < 0.001), and major bleeding (2.8% vs 0.6%; p = 0.004). Ninety-day readmission rates were similar among those with and without a history of GIB (34.3% vs 31.3%; p = 0.318). There was no significant difference in post-discharge survival (1 year: 78% vs 80%; p = 0.217; 5 years: 54% vs 51%; p = 0.189). In conclusion, after adjusting for baseline characteristics, patients with a history of GIB had increased risk of post-PCI in-hospital bleeding complications. However, a history of GIB was not significantly associated with 90-day readmission or long-term survival., (Published by Elsevier Inc.)

Background: Cardiac rehabilitation (CR) is associated with improved outcomes for patients with coronary artery disease (CAD). However, CR enrollment remains low and there is a dearth of real-world data on hospital-level variation in CR enrollment. We sought to explore determinants of hospital variability in CR enrollment during CAD episodes of care: medical management of acute myocardial infarction (AMI-MM), percutaneous coronary intervention (PCI), and coronary artery bypass grafting (CABG)., Methods: A cohort of 71 703 CAD episodes of care were identified from 33 hospitals in the Michigan Value Collaborative statewide multipayer registry (2015 to 2018). CR enrollment was defined using professional and facility claims and compared across treatment strategies: AMI-MM (n=18 678), PCI (n=41 986), and CABG (n=11 039). Hierarchical logistic regression was used to estimate effects of predictors and hospital risk-adjusted rates of CR enrollment., Results: Overall, 20 613 (28.8%) patients enrolled in CR, with significant differences by treatment strategy: AMI-MM=13.4%, PCI=29.0%, CABG=53.8% ( P <0.001). There were significant differences in CR enrollment across age groups, comorbidity status, and payer status. At the hospital-level, there was over 5-fold variation in hospital risk-adjusted CR enrollment rates (9.8%-51.6%). Hospital-level CR enrollment rates were highly correlated across treatment strategy, with the strongest correlation between AMI-MM versus PCI (R 2 =0.72), followed by PCI versus CABG (R 2 =0.51) and AMI-MM versus CABG (R 2 =0.46, all P <0.001)., Conclusions: Substantial variation exists in CR enrollment during CAD episodes of care across hospitals. However, within-hospital CR enrollment rates were significantly correlated across all treatment strategies. These findings suggest that CR enrollment during CAD episodes of care is the product of hospital-specific rather than treatment-specific practice patterns.

Background Patient selection and outcomes for percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) have changed over the past decade. However, there is limited information on outcomes for both revascularization strategies in the same population. The study evaluated temporal changes in risk profile, procedural characteristics, and clinical outcomes for PCI- and CABG-treated patients. Methods and Results We analyzed all PCI and isolated CABG between 2005 and 2017 in nonfederal hospitals in Washington State. Descriptive analysis was performed to evaluate temporal changes in risk profile and, risk-adjusted in-hospital mortality. Over the study period, 178 474 PCI and 36 592 CABG procedures were performed. PCI and CABG volume decreased by 2.9% and 22.6%, respectively. Compared with 2005-2009, patients receiving either form of revascularization between 2014 and 2017 had a higher prevalence of comorbidities including diabetes mellitus and hypertension and dialysis. Presentation with ST-segment-elevation myocardial infarction (17% versus 20%) and cardiogenic shock (2.4% versus 3.4%) increased for patients with PCI compared with CABG. Conversely, clinical acuity decreased for patients receiving CABG over the study period. From 2005 to 2017, mean National Cardiovascular Data Registry CathPCI mortality score increased for patients treated with PCI (20.1 versus 22.4, P <0.0001) and decreased for patients treated with CABG (18.8 versus 17.8, P <0.0001). Adjusted observed/expected in-hospital mortality ratio increased for PCI (0.98 versus 1.19, P <0.0001) but decreased for CABG (1.21 versus 0.74, P <0.0001) over the study period. Conclusions Clinical acuity increased for patients treated with PCI rather than CABG. This resulted in an increase in adjusted observed/expected mortality ratio for patients undergoing PCI and a decrease for CABG. These shifts may reflect an increased use of PCI instead of CABG for patients considered to be at high surgical risk.

Objective: To evaluate contrast media (CM) volume (CMV) saved using the DyeVert™ Plus Contrast Reduction System (DyeVert Plus System, Osprey Medical) in patients undergoing diagnostic coronary angiogram (CAG) and/or percutaneous coronary interventional (PCI) procedures performed with manual injections., Background: Current guidelines advocate for monitoring and minimization of the total volume of CM in chronic kidney disease (CKD) patients undergoing invasive cardiac procedures. The DyeVert Plus System is an FDA cleared device designed to reduce CMV delivered during angiography and permit real-time CMV monitoring., Methods: We performed a multicenter, single-arm, observational study. Eligible subjects were ≥ 18 years old with baseline estimated glomerular filtration rate (eGFR) 20-60 mL/min/1.73 m 2 . The primary endpoint was % CMV saved over the total procedure. A secondary objective was to evaluate adverse events (AEs) related to DyeVert Plus System or to CM use., Results: A total of 114 subjects were enrolled at eight centers. Mean age was 72 ± 9 years, 72% were male, and mean body mass index was 29 ± 5. Baseline eGFR was 43 ± 11 mL/min/1.73 m 2 . CAG-only was performed in 65% of cases. One hundred and five subjects were evaluable for the primary endpoint. Mean CMV attempted was 112 ± 85 mL (range 22-681) and mean CMV delivered was 67 ± 51 mL (range 12-403), resulting in an overall CMV savings of 40.1 ± 8.8% (95% CI 38.4, 41.8; P < 0.0001) per procedure. Image quality was maintained in all but one case where the system was turned off for one injection. No DyeVert Plus System-related AEs were reported. Acute kidney injury (AKI; defined as serum creatinine rise of >0.3 mg/dL from baseline) was reported in 11 cases with seven occurring in subjects with baseline eGFR < 30 and three AKI events were attributed to CM. AKI rates increased as CMV/eGFR ratios increased., Conclusions: These data suggest DyeVert Plus System use in CKD patients undergoing CAG and/or PCI results in clinically meaningful CMV savings while maintaining image quality., (© 2018 Wiley Periodicals, Inc.)

Background Certificate of need ( CON ) regulations are intended to coordinate new healthcare services, limit expansion of unnecessary new infrastructure, and limit healthcare costs. However, there is limited information about the association of CON regulations with the appropriateness and outcomes of percutaneous coronary interventions ( PCI ). The study sought to characterize the association between state CON regulations and PCI appropriateness. Methods and Results We used data from the American College of Cardiology's Cath PCI Registry to analyze 1 268 554 PCI s performed at 1297 hospitals between January 2010 and December 2011. We used the Appropriate Use Criteria to classify PCI procedures as appropriate, maybe appropriate, or rarely appropriate and used Chi-square analyses to assess whether the proportions of PCI s in each Appropriate Use Criteria category varied depending on whether the procedure had been performed in a state with or without CON regulations. Analyses were repeated stratified by whether or not the procedure had been performed in the setting of an acute coronary syndrome ( ACS ). Among 1 268 554 PCI procedures, 674 384 (53.2%) were performed within 26 CON states. The proportion of PCI s classified as rarely appropriate in CON states was slightly lower compared with non- CON states (3.7% versus 4.0%, P<0.01). Absolute differences were larger among non- ACS PCI (23.1% versus 25.0% [ P<0.01]) and were not statistically significantly different in ACS (0.62% versus 0.63% [ P>0.05]). Conclusions States with CON had lower proportions of rarely appropriate PCI s, but the absolute differences were small. These findings suggest that CON regulations alone may not limit rarely appropriate PCI among patients with and without ACS .

Objectives: The aim of the AVERT (AVERT Clinical Trial for Contrast Media Volume Reduction and Incidence of CIN) trial was to test the efficacy of the AVERT system to reduce the contrast media volume (CMV) used during coronary angiographic procedures without impairing image quality and to prevent contrast-induced acute kidney injury (CI-AKI) in patients at risk for CI-AKI., Background: CI-AKI is a common complication of percutaneous coronary procedures, associated with increased morbidity and mortality. The AVERT system alters the coronary injection pressure profile by diverting contrast away from the patient during coronary injection., Methods: The AVERT trial was a prospective, multicenter, 1:1 randomized clinical trial in 578 subjects with either baseline estimated glomerular filtration rate 20 to 30 ml/min/1.73 m 2 or estimated glomerular filtration rate 30 to 60 ml/min/1.73 m 2 and at least 2 additional risk factors for CI-AKI. Patients undergoing coronary angiography with planned or possible percutaneous coronary intervention (PCI) were randomized to hydration plus the AVERT system (n = 292) or hydration only (n = 286). The primary effectiveness endpoints were: 1) the total CMV used; and 2) the incidence of CI-AKI, defined as a ≥0.3 mg/dl increase in serum creatinine within 5 days post-procedure., Results: Patient demographics were well balanced between the groups, with mean baseline serum creatinine of 1.6 ± 0.4 mg/dl and 64.9% patients with diabetes mellitus. PCI was performed in 42.2% of procedures, with coronary angiography in the remainder. Use of AVERT resulted in a 15.5% relative reduction in CMV overall (85.6 ± 50.5 ml vs. 101.3 ± 71.1 ml; p = 0.02) and a 22.8% relative reduction in CMV among PCI patients (114 ± 55 ml vs. 147 ± 81 ml; p = 0.001). The maximum relative reduction in CMV was 46% (124 ± 48 ml vs. 232 ± 97 ml; p = 0.01) when ≥3 lesions were treated. There were no differences in the rates of CI-AKI (27.0% vs. 26.6%; p = 0.70) between the study groups., Conclusions: Use of the AVERT system was feasible and safe, with acceptable image quality during coronary angiography and PCI. AVERT significantly reduced CMV, with the extent of CMV reduction correlating with procedural complexity. No significant differences in CI-AKI were observed with AVERT in this trial. (AVERT Clinical Trial for Contrast Media Volume Reduction and Incidence of CIN [AVERT]; NCT01976299)., (Copyright © 2018 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)

Background: Because of shared risk factors between coronary artery disease and cerebrovascular disease, patients with a history of transient ischemic attack (TIA) or stroke are at greater risk of developing coronary artery disease, which may require percutaneous coronary intervention (PCI). However, there remains a paucity of research examining outcomes after PCI in these patients., Methods and Results: We analyzed consecutive patients who underwent PCI between January 1, 2013, and March 31, 2016, at 47 Michigan hospitals and identified those with a history of TIA/stroke. We used propensity score matching to adjust for differences in baseline characteristics and compared in-hospital outcomes between patients with and without a history of TIA/stroke. We compared rates of 90-day readmission and long-term mortality in a subset of patients. Among 98 730 patients who underwent PCI, 10 915 had a history of TIA/stroke. After matching (n=10 618 per group), a history of TIA/stroke was associated with an increased risk of in-hospital stroke (adjusted odds ratio, 2.04; 95% confidence interval, 1.41-2.96; P <0.001). There were no differences in the risks of other in-hospital outcomes. In a subset of patients with postdischarge data, a history of TIA/stroke was associated with increased risks of 90-day readmission (adjusted odds ratio, 1.22; 95% confidence interval, 1.09-1.38; P <0.001) and long-term mortality (hazard ratio, 1.23; 95% confidence interval, 1.07-1.43; P =0.005)., Conclusions: A history of TIA/stroke was common in patients who underwent PCI and was associated with increased risks of in-hospital stroke, 90-day readmission, and long-term mortality. Given the devastating consequences of post-PCI stroke, patients with a history of TIA/stroke should be counseled on this increased risk before undergoing PCI., (© 2018 American Heart Association, Inc.)

Background: Primary percutaneous coronary intervention (PPCI) is being increasingly performed nationally at sites without on-site cardiac surgery; however, recent guidelines only provide a Class IIa recommendation for this practice. The state of Michigan has permitted PPCI without on-site surgery under a closely monitored system that mandates auditing of all procedures and quarterly feedback on quality and outcomes. This study sought to compare outcomes of patients undergoing PPCI at centers with and without on-site surgery in the state of Michigan., Methods: Consecutive patients who underwent PPCI at 47 hospitals in Michigan from January 2010 to December 2015 were included. From this cohort, 4,091 patients from sites with and without on-site cardiac surgery were propensity matched in a 1:1 fashion to compare baseline characteristics, procedural details, and in-hospital outcomes., Results: Of the 25,886 PPCIs performed at 47 hospitals in Michigan from 2010 to 2015, 21,610 (83.5%) were performed at sites with on-site surgery and 4,276 (16.5%) at sites without on-site surgery. Using propensity score matched cohorts (4,091 patients for each site type), we found no significant differences in baseline characteristics. Overall mortality (5.4% vs 5.8%; P=.442); composite outcome of in-hospital mortality, contrast-induced nephropathy, bleeding, and stroke (13.8% vs 12.8%; P=.152); and individual outcomes within the composite group showed no significant differences. Additionally, there were no clinically meaningful differences in rates of urgent/emergent coronary artery bypass graft or length of stay. Significant differences, however, were found in procedural access site, antiplatelet therapy, contrast volume, and anticoagulant strategy., Conclusions: Primary PCI performed at centers with and without cardiac surgery have comparable outcomes and complication rates when performed with close monitoring of quality and outcomes., (Copyright © 2017 Elsevier Inc. All rights reserved.)

Background: Dialysis patients are at a higher risk of bleeding after percutaneous coronary intervention (PCI); however, due to their exclusion from randomized clinical trials, the optimal antithrombotic regimen for this population remains unknown. We sought to evaluate the comparative safety and effectiveness of bivalirudin monotherapy versus unfractionated heparin (UFH) monotherapy in dialysis patients undergoing PCI., Methods: We included dialysis patients who underwent PCI in a multicenter registry between January 2010 and September 2015 at 47 Michigan hospitals. We compared in-hospital outcomes between bivalirudin versus UFH; excluding those treated with glycoprotein IIb/IIIa inhibitors. Optimal full matching was used to account for the nonrandom use of these drugs., Results: Of 177,963 patients who underwent PCI, 4,303 (2.4%) were on dialysis. Among those, 1,257 (29.2%) received bivalirudin monotherapy and 2,112 (49.1%) received UFH monotherapy. Patients treated with bivalirudin had fewer comorbidities. After matching, there were no significant differences in outcomes between those who received bivalirudin versus UFH: bleeding (adjusted odds ratio: 0.67; 95% confidence interval: 0.41-1.07; P = 0.093); major bleeding (0.81; 0.19-3.50; P = 0.77); transfusion (1.01; 0.77-1.33; P = 0.96); repeat PCI (0.57; 0.14-2.24; P = 0.42); stent thrombosis (0.56; 0.05-5.83; P = 0.63); and death (0.84; 0.46-1.51; P = 0.55)., Conclusions: We found no significant differences in in-hospital outcomes between bivalirudin and UFH monotherapy among dialysis patients undergoing PCI. Randomized clinical trials are needed to determine the optimal anticoagulant regimen for this population. © 2017 Wiley Periodicals, Inc., (© 2017 Wiley Periodicals, Inc.)

Background: The association of bleeding avoidance strategy (BAS) (consisting of a combination of radial access, bivalirudin [rather than heparin +/- glycoprotein GPIIb/IIIa antagonists], and/or vascular closure devices after femoral access) with bleeding and in-hospital outcomes has not been evaluated among elderly patients undergoing percutaneous coronary interventions (PCI)., Methods: We studied BAS use, bleeding and in-hospital mortality among 121,635 patients categorized by age (<50, 50-59, 60-69, 70-79, and ≥80years) undergoing PCI from the BMC2 registry (1/2010-12/2013)., Results: The use of BAS decreased marginally with age and despite improved utilization over time, remained lower among the elderly. BAS was used in a much lower risk cohort among all age groups. Nonetheless, compared with no BAS, the use of this strategy was associated with lower bleeding (adjusted OR 0.984, 95% CI 0.980-0.985) and in-hospital mortality (adjusted OR 0.996, 95% CI 0.994-0.997) among all age-groups. Similar relative reduction in the risk of bleeding was observed among all age groups with BAS use with lowest risk (thus greatest absolute risk reduction given their highest risk for bleeding) for the oldest cohort., Conclusions: BAS use decreased with age among patients undergoing PCI despite its association with lower in-hospital mortality. Although overall utilization improved over time, it still remained lower in the elderly cohort, a group likely to benefit most from it. These data identified an opportunity to design strategies to improve BAS use particularly among high-risk elderly patients undergoing PCI so as to decrease bleeding and reduce related adverse events and costs., (Copyright © 2016 Elsevier Inc. All rights reserved.)

Background: Red blood cell (RBC) transfusions have been associated with morbidity and mortality in both coronary artery bypass grafting (CABG) and percutaneous coronary interventions (PCI). As a mechanism for identifying determinants of RBC practice, we quantified the relationship between a center's PCI and CABG transfusion rate., Methods: We identified all patients undergoing CABG (n = 16,568) or PCI (n = 94,634) at each of 33 centers from 2010 through 2012 in the state of Michigan and compared perioperative RBC transfusion rates for CABG and PCI at each center. Crude and adjusted transfusion rates were modeled separately. We adjusted for common preprocedural risk factors (12 for CABG and 23 for PCI) and reported Pearson correlation coefficients based on the crude and risk-adjusted rates., Results: As expected, RBC transfusion was more common after CABG (mean 46.5%) than PCI (mean 3.3%), with wide variation across centers for both (CABG min:max 26.5:71.3, PCI min:max 1.6:6.0). However, RBC transfusion rates were significantly correlated between CABG and PCI in both crude, 0.48 (P = .005), and adjusted, 0.53 (P = .001), analyses. These findings were consistent when restricting to nonemergent cases (radj = 0.44, P = .001)., Conclusions: Red blood cell transfusion rates were significantly correlated between the CABG and PCI at individual hospitals in Michigan, independent of patient case mix. Future work should explore institutional practice patterns, philosophies, and guidelines for RBC transfusions., (Copyright © 2016 Elsevier Inc. All rights reserved.)

Objective: To examine if transradial approach (TRA) negates the increased risk associated with femoral access in lean and morbidly obese patients undergoing percutaneous coronary intervention (PCI)., Background: Patients at extremes of body mass are at increased risk of bleeding after PCI. TRA has been associated with lower overall rates of bleeding compared to femoral approach., Methods and Results: We studied patients undergoing emergent and elective PCI from 2010 to 2012 across 47 hospitals in Michigan who participate in the Blue Cross Blue Shield of Michigan Cardiovascular Consortium PCI registry. The primary outcomes were the incidences of bleeding and postprocedure transfusion. Propensity matching (PM) was used to adjust for nonrandomized use of TRA. TRA was used in 10,235 procedures. In PM analyses, use of TRA was associated with a reduction in bleeding (0.80 vs. 1.9%, odds ratio [OR] = 0.41, 95% confidence interval [CI] = 0.32-0.54, P < 0.001) and need for transfusion (1.4 vs. 2.5%, OR = 0.56, 95% CI = 0.45-0.69, P < 0.001) compared with femoral access. The absolute difference in bleeding and transfusion associated with TRA was largest in patients with lean body mass (BMI < 25 kg/m(2)) and morbid obesity (BMI ≥ 40 kg/m(2)): Lean patients undergoing TRA had a rate of bleeding of 1.2 versus 2.8% for femoral access (OR = 0.43, 95% CI = 0.24-0.77, P = 0.002); and rate of transfusion of 2.4 versus 3.9% (OR = 0.61, 95% CI = 0.40-0.94, P = 0.019). The morbidly obese had a rate of bleeding of 0.8% for TRA versus 2.4% for femoral access (OR = 0.33, 95% CI = 0.44-0.72, P = 0.004); and rate of transfusion of 1.7 versus 3.0%, (OR = 0.55, 95% CI = 0.30-1.0, P = 0.051)., Conclusions: Compared with the femoral approach, TRA is associated with a reduction in bleeding across all patients undergoing PCI and the absolute benefit was greatest in those with extremely low or high BMI., (© 2015 Wiley Periodicals, Inc.)

Background: Bleeding after percutaneous coronary intervention (PCI) is more common in women than in men. However, the relationship of sex and bleeding with outcomes is less well studied., Methods: We examined the sex-related differences in the incidence of bleeding and its association with in-hospital outcomes among 96,637 patients undergoing PCI enrolled in the BMC2 registry (2010-2012)., Results: Women had higher bleeding rate than did men (3.9% vs 1.8%) and thus received more blood transfusions (59% vs 41%). Both men (odds ratio [OR] 2.25, 95% CI 1.70-2.97) and women (OR 3.13, 95% CI 2.42-4.07) who bled had higher risk-adjusted death compared with their counterparts without bleeding. Although there was no difference in adjusted mortality between women and men without bleeding (OR 1.14, 95% CI 0.99-1.32), among patients who bled, adjusted death was higher in women (OR 1.28, 95% CI 1.11-1.47). Among patients with bleeding, transfusion was associated with similar increased risk of death in both men (OR 2.00, 95% CI 1.23-3.25) and women (OR 2.18, 95% CI 1.31-3.63) compared with their counterparts without transfusion(s)., Conclusions: Post-PCI bleeding was more common and associated with higher-than-expected in-hospital death in women compared with men with bleeding. This trend for higher death in women with bleeding was independent of transfusion. Quality efforts geared toward reducing bleeding in general, with a special focus on women, need to be explored to help reduce post PCI-bleeding and mortality and decrease sex-related disparity in adverse events., (Copyright © 2014 Mosby, Inc. All rights reserved.)

Background: Earlier studies suggest that administering statins prior to percutaneous coronary interventions (PCIs) is associated with lower risk of periprocedural myocardial infarction and contrast-induced nephropathy. Current American College of Cardiology/American Heart Association guidelines recommend routine use of statins prior to PCI. It is unclear how commonly this recommendation is followed in clinical practice and what its effect on outcomes is., Methods: We evaluated the incidence and in-hospital outcomes associated with statin pretreatment among patients undergoing PCI and enrolled in the Blue Cross Blue Shield of Michigan Cardiovascular Consortium PCI registry at 44 hospitals in Michigan between January 2010 and December 2012. Propensity and exact matching were used to adjust for the nonrandom use of statins prior to PCI. Long-term mortality was assessed in a subset of patients who were linked to Medicare data., Results: Our study population was comprised of 80,493 patients of whom 26,547 (33 %) did not receive statins prior to undergoing PCI. When compared to statin receivers, nonreceivers had lower rates of prior cardiovascular disease. In the matched analysis, absence of statin use prior to PCI was associated with a similar rate of in-hospital mortality (0.43% vs 0.42%, odds ratio 1.00, 95% CI 0.70-1.42, P = .98) and periprocedural myocardial infarction (2.34% vs 2.10%, odds ratio 1.13, 95% CI 0.97-1.32, P = .11) compared to statin receivers. Likewise, no difference in the rate of coronary artery bypass grafting, cerebrovascular accident (CVA), or contrast-induced nephropathy was observed. There was no association between pre-PCI use of statins and long-term survival among the subset of included Medicare patients (hazard ratio = 1.0, P = .96)., Conclusions: A significant number of patients undergo PCI without statin pretreatment, but this is not associated with in-hospital major complications or long-term mortality., (Copyright © 2014 Mosby, Inc. All rights reserved.)

Background: Transradial percutaneous coronary intervention (PCI [TRI]) does not involve catheter manipulation in the descending aorta, whereas transfemoral PCI (TFI) does. Therefore, the risk of acute kidney injury (AKI) after PCI might be influenced by vascular access site. We compared risks of AKI and nephropathy requiring dialysis (NRD) among patients treated with TRI and TFI., Methods and Results: We included patients across 47 hospitals in Michigan. Primary end point was AKI (serum creatinine increase ≥0.5 mg/dL). Secondary end points were NRD and postprocedural bleeding. Odds ratios (OR) for study end points were calculated for the entire and propensity-matched population, reported as crude, and values adjusted for preprocedural calculated AKI risk. Between 2010 and 2012, a total of 82 225 PCI procedures were performed, of which 8915 were TRI. After adjustment, TRI was associated with a reduction in AKI (OR, 0.76, 95% confidence intervals [0.62-0.92]) and bleeding with a trend toward lower NRD risk. The propensity-matched population consisted of 8857 procedures per group. In this population, TRI was associated with lower adjusted odds of AKI (OR, 0.74; 95% confidence intervals [0.58-0.96]), and bleeding (OR, 0.47; 95% confidence intervals [0.36-0.63]), but no difference in NRD was observed. Although postprocedural bleeding was independently associated with AKI (OR, 2.86; 95% confidence intervals [1.75-4.66]) in the propensity-matched population, the lower odds of AKI was not mediated by a reduction in bleeding with TRI. Sensitivity analysis demonstrated that the observed association between access site and AKI could potentially be explained by a moderately strong unknown confounder., Conclusions: The risk of AKI was significantly lower after TRI compared with TFI. This finding needs to be evaluated in randomized controlled trials.

Objectives: The purpose of this study was to examine the incidence and outcomes of percutaneous coronary intervention (PCI) performed in patients who had not received pre-procedural aspirin., Background: Aspirin is an essential component of peri-PCI pharmacotherapy. Previous studies suggest that pre-procedural aspirin is not administered to a clinically significant number of patients undergoing PCI., Methods: We evaluated the incidence of PCIs performed without pre-procedural aspirin use among patients undergoing PCI from January 2010 through December 2011 at 44 hospitals in Michigan. Propensity-matched multivariate analysis was used to adjust for the nonrandom use of aspirin., Results: Our study population comprised 65,175 patients, of whom 4,640 (7.1%) did not receive aspirin within 24 h before undergoing PCI. Aspirin nonreceivers were more likely to have had previous gastrointestinal bleeding or to present with cardiogenic shock or after cardiac arrest. In the propensity-matched analysis, absence of aspirin before PCI was associated with a higher rate of death (3.9% vs. 2.8%; odds ratio: 1.89 [95% confidence interval: 1.32 to 2.71], p < 0.001) and stroke (0.5% vs. 0.1%; odds ratio: 4.24 [95% confidence interval: 1.49 to 12.11], p = 0.007) with no difference in need for transfusions. This association was consistent across multiple pre-specified subgroups., Conclusions: A significant number of patients do not receive aspirin before undergoing PCI. Lack of aspirin before PCI was associated with significantly increased in-hospital mortality and stroke. Our study results support the need for quality efforts focused on optimizing aspirin use before PCI., (Copyright © 2013 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)

Background: Use of bivalirudin has been associated with a reduction in the incidence of bleeding in patients undergoing percutaneous coronary intervention. Patients with chronic kidney disease, a known predictor of post-percutaneous coronary intervention bleeding, are under-represented in clinical trials., Methods and Results: We evaluated the outcome of 64,052 patients who underwent percutaneous coronary intervention from 2007 to 2009 at 33 hospitals in Michigan and were treated with bivalirudin (28,378) or with heparin and glycoprotein IIb/IIIa inhibitors (35,674). Propensity-matched analysis was adjusted for the nonrandomized use of the 2 strategies. Patients treated with bivalirudin were older, had a lower glomerular filtration rate, and had more comorbidities. Use of bivalirudin was associated with fewer transfusions (2.8% versus 4.2%; P<0.0001), gastrointestinal bleeds (0.5% versus 1.3%; P<0.0001), and vascular complications (1.0% versus 2.5%; P<0.0001), with no difference in survival. Bleeding complications were more common with worsening renal function, but use of bivalirudin was associated with less bleeding across the continuum of renal dysfunction., Conclusions: The risk of bleeding after percutaneous coronary intervention increases with worsening chronic kidney disease. Bivalirudin was associated with a dramatically reduced risk of bleeding across all categories of renal dysfunction. Our study findings suggest that bivalirudin monotherapy is an acceptable, if not the more appropriate alternative, to heparin and glycoprotein IIb/IIIa inhibitors in patients with chronic kidney disease.

Outcome data regarding postoperative acute coronary syndrome treated with percutaneous coronary intervention (PCI) are limited. The objective of this study was to determine clinical outcomes of patients undergoing PCI within 7 days after a surgical procedure. We assessed outcomes of 517 patients who underwent PCI within 7 days after a surgery across 44 hospitals from January 2010 to December 2011 from the Blue Cross Blue Shield of Michigan Cardiovascular Consortium registry. Patients with postoperative PCI were compared with all other patients with PCI using propensity-matched analysis. Of the 65,175 patients who underwent PCI within the study period, 517 patients had undergone surgery within the previous 7 days. In unadjusted analysis, patients with postsurgical PCI had higher in-hospital mortality (6.96% vs 1.33%), stroke (0.96% vs 0.26%), bleeding events (6.96% vs 2.6%), heart failure (6.96% vs 2.36%), and cardiogenic shock (7.16% vs 1.95%). After propensity matching, mortality remained higher in postsurgical patients (6.5% vs 3.96%, odds ratio 1.7 [1.1 to 2.6], p = 0.02). The odds of mortality were especially high among patients who would otherwise be considered low risk (<1% of predicted mortality in a nonsurgical setting) in whom a recent surgery was strongly associated with death (odds ratio 5.7, p = 0.02). In conclusion, PCI performed within 7 days after a surgical procedure is associated with an increased risk of early mortality. Although some of this increased risk is related to an adverse clinical profile, higher mortality is also observed in patients otherwise considered low risk for PCI., (Copyright © 2013 Elsevier Inc. All rights reserved.)

Background: Teaching hospitals have superior outcomes for major medical conditions including cardiovascular disease compared to non-teaching hospitals. This may not be applicable to invasive cardiac procedures given a potential increase in complications due to trainee participation., Methods: We assessed the impact of hospital teaching status on the outcome of 89,048 patients who underwent percutaneous coronary intervention (PCI). Teaching hospitals were defined as trainee involvement in greater than 50% of PCIs conducted at that hospital and corresponded to teaching status granted by national accreditation agencies. Unadjusted and risk adjusted analyses were used to determine differences in process of care, morbidity and mortality., Results: Of 89,048 patients studied, 30,870 received their PCI at teaching hospitals and 58,178 at non-teaching hospitals. Risk-adjusted analysis showed no significant difference in death, in-hospital myocardial infarction, contrast induced nephropathy or gastrointestinal bleeding between teaching and non-teaching hospitals. PCI at teaching hospitals was associated with a lower rate of emergency coronary artery bypass grafting (OR, 0.63; 95% CI, 0.49-0.83; P = .0009) and an increased rate of vascular complications (OR, 1.33; 95% CI, 1.21-1.46; P < .0001)., Conclusions: General outcomes of patients undergoing PCI are similar across hospital types. However, PCI at teaching hospitals is associated with increased risk of vascular complications and reduced risk of emergency coronary artery bypass grafting compared to non-teaching hospitals., (© 2013.)

Background: The aim of this study was to examine if racial disparities exist in the treatment and outcomes of patients undergoing contemporary percutaneous coronary intervention (PCI)., Methods: We examined the association between race, process of care, and outcomes of patients undergoing PCI between January 1, 2010, and December 31, 2011, and enrolled in the Blue Cross Blue Shield of Michigan Cardiovascular Consortium. We used propensity matching to compare the outcome of black and white patients., Results: The study cohort comprised 65,175 patients, of whom 6,873 (10.5%) were black and 55,789 (85.6%) were white. Black patients were more likely to be younger, be female, have more comorbidities, and be uninsured. Overall, black patients were less likely to receive prasugrel (10.0% vs 14.5%, P < .001) and drug-eluting stents (62.5% vs 67.7%, P < .001), largely related to lower use of these therapies in hospitals treating a higher proportion of black patients. No differences were seen between white and black patients with regard to inhospital mortality (odds ratio 1.34, 95% CI 0.82-2.2, P = .24), contrast-induced nephropathy (OR 1.06, 95% CI 0.81-1.40, P = .67), and need for transfusion (OR 1.27, 95% CI 0.98-1.64, P = .06). White race was associated with increased odds of heart failure (OR 1.48, 95% CI 1.05-2.08, P = .024) and vascular complications (OR 1.40, 95% CI 1.03-1.90, P = .032)., Conclusions: Compared with white patients, black patients undergoing PCI have a greater burden of comorbidities but, after adjusting for these differences, have similar inhospital survival and lower odds of vascular complications and heart failure after PCI., (Copyright © 2013 Mosby, Inc. All rights reserved.)

Background: Percutaneous coronary intervention (PCI) for stable coronary artery disease (CAD) is not superior to optimal medical therapy. It remains unclear if patients who receive PCI for stable CAD are receiving appropriate medical therapy., Methods: We evaluated the medical management of 60,386 patients who underwent PCI for stable CAD between 2004 and 2009. We excluded patients with contraindications to aspirin, clopidogrel, statins, or β-blockers (BBs). We defined essential medical therapy of stable CAD as treatment with aspirin, statin, and BB before PCI and treatment with aspirin, clopidogrel, and statin after PCI., Results: Essential medical therapy was used in 53.0% of patients before PCI and 82.1% at discharge. Aspirin was used in 94.8% patients before PCI and 98.3% of after PCI. Statins were used in 69.5% of patients before PCI and 84.5% after PCI. β-Blockers were used in 72.8% of patients before PCI. Clopidogrel was used in 97.3% of patients after PCI. Patients with a history of myocardial infarction or revascularization before PCI had better medical therapy compared with patients without such a history (62.8% vs 34.3% [P < .001] before PCI and 83.6% vs 79.1% [P < .001] after PCI). After adjusting for confounders and clustering, women (odds ratio 0.74, 95% CI 0.71-0.78) and patients on dialysis (odds ratio 0.68, 95% CI 0.57-0.80) were less likely to receive a statin at discharge., Conclusions: Medical therapy remains underused before and after PCI for stable CAD. Women are less likely to receive statin therapy. There are significant opportunities to optimize medical therapy in patients with stable CAD., (Copyright © 2013 Mosby, Inc. All rights reserved.)

Objective: To evaluate the safety and efficacy of bivalirudin based therapy among patients undergoing percutaneous coronary intervention (PCI) for stable coronary artery disease in a large multicenter registry., Background: The REPLACE I trial demonstrated the non-inferiority of a strategy of bivalirudin compared with heparin and glycoprotein (GP) IIbIIIa inhibition in patients undergoing PCI. There is a paucity of outcome data with bivalirudin use in the setting of real-world PCI practice., Methods: We evaluated the outcome of 11,719 patients who underwent elective PCI for stable coronary artery disease (CAD) from 2002 to 2004 in a large regional consortium, and who were treated with bivalirudin (n = 2051) or with heparin and GP IIbIIIa inhibitors (n = 9,668). The primary endpoints were transfusion and in-hospital major adverse cardiovascular events (MACE) defined as the composite of death, MI, stroke, and any coronary artery bypass grafting (CABG) or target lesion revascularization., Results: Compared with patients who received heparin plus GP IIbIIIa inhibitors, patients who received bivalirudin had a similar incidence of post-procedural MI, stroke, in-hospital death, MACE (2.88 vs. 2.48, P = 0.30), or transfusion (2.83% vs. 2.41%, P = 0.27). Patients at greater risk of bleeding were more likely to be treated with bivalirudin. After adjusting for the propensity to receive bivalirudin and for baseline co-morbidities, there was no difference in the odds of MACE or the need for transfusion between the two groups., Conclusion: Compared with heparin plus GP IIbIIIa inhibition, use of bivalirudin in patients undergoing PCI for stable CAD is associated with similar ischemic and bleeding complications. Given the ease of administration and lower cost, bivalirudin provides an attractive treatment option in this patient population.

Diabetes mellitus is a major risk factor for restenosis in patients undergoing percutaneous coronary intervention. Randomized controlled trials comparing drug-eluting stents (DESs) with bare metal stents (BMSs) showed a marked decrease in in-stent restenosis and target lesion revascularization with DESs in the total patient population enrolled in the studies, including patients with diabetes. However, it remains unclear whether the antirestenotic benefit of DESs is preserved in the high-risk diabetic subgroup. MEDLINE, EMBASE, ISI Web of Knowledge, Current Contents, International Pharmaceutical Abstracts, and recent Scientific Sessions databases were searched to identify relevant clinical trials comparing DESs with BMSs. A randomized controlled trial was included if it provided outcome data for patients with diabetes for > or =1 of the following: late lumen loss, in-stent restenosis, or target lesion revascularization. Data were combined using fixed-effects models, and standard tests for heterogeneity were performed. Eight studies with 1,520 patients with diabetes were identified that reported > or =1 outcome of interest. Mean late lumen losses (7 studies) were 0.93 mm (95% confidence interval [CI] 0.510 to 1.348) with BMSs and 0.18 mm (95% CI -0.088 to +0.446) with DESs. For patients receiving a DES, this translated into a marked decrease in in-stent restenosis (7 studies, RR 0.14, 95% CI 0.10 to 0.22, p <0.001) and target lesion revascularization (8 studies, RR 0.34, 95% CI 0.26 to 0.45, p <0.001). DES use is associated with a marked decrease in in-stent restenosis and target lesion revascularization in patients with diabetes. In conclusion, the analysis supports the current widespread use of DESs in these high-risk patients.

Objectives: The objective of this study was to confirm that the efficacy and safety of percutaneous coronary intervention (PCI) in diabetic patients are not compromised by a bivalirudin-based antithrombotic strategy., Background: Previous studies have shown a survival benefit with use of platelet glycoprotein (GP) IIb/IIIa inhibitors in diabetic patients undergoing PCI. The Randomized Evaluation in Percutaneous Coronary Intervention Linking Angiomax to Reduced Clinical Events (REPLACE)-2 trial showed the non-inferiority of a strategy of bivalirudin with provisional GP IIb/IIIa inhibition compared with routine GP IIb/IIIa inhibition. The relative efficacy of these two strategies in diabetic patients has not been studied., Methods: We evaluated the diabetic patients enrolled in the REPLACE-2 trial to assess the impact of these antithrombotic strategies on the short- and long-term outcome after PCI., Results: The REPLACE-2 trial enrolled 1,624 diabetic patients and 4,368 non-diabetic patients. Compared with non-diabetic patients, diabetic patients had similar short-term outcome but higher mortality at 1 year (3.06% vs. 1.85%, p = 0.004). There was no difference in short-term or long-term ischemic events among the diabetic patients randomized to the two arms. Specifically, the 1-year mortality rate was non-significantly lower in the bivalirudin arm, suggesting no differential survival impact of the two strategies (2.3% vs. 3.9%). There was less minor bleeding in the bivalirudin arm in diabetic patients (12.6% vs. 24.4%, p < 0.001), whereas no difference was seen in the incidence of major bleeding (3.0% vs. 3.3%, p = 0.69)., Conclusions: Compared with routine GP IIb/IIIa inhibition, the use of bivalirudin with provisional GP IIb/IIIa inhibitors in diabetic patients is associated with no differences in clinical outcomes at 30 days, a trend toward lesser mortality at 1 year, and a reduction in minor bleeding.

Hydroxymethylglutaryl coenzyme-A reductase inhibitors, or statins, have been shown to decrease mortality rates in patients who have coronary artery disease. It has been postulated that part of the mortality benefit conferred by statins is due to a decrease in ventricular arrhythmias. We assessed the effect of statin therapy on recurrent ventricular arrhythmias in 281 patients who developed coronary artery disease after implantable cardioverter-defibrillator placement. Statin therapy was associated with a significant decrease in the risk of ventricular arrhythmia that would require implantable cardioverter-defibrillator therapy.

Background: Elevated inflammatory markers are associated with worse outcome after percutaneous coronary artery interventions (PCI). An elevation in the white blood cell (WBC) count is a nonspecific response to inflammation. We hypothesized that an elevated WBC count would be a predictor of death in patients undergoing PCI., Methods: A total of 4450 patients undergoing percutaneous coronary artery intervention were divided into quintiles, based on their preprocedural WBC count (mean WBC count: quintile 1, 5.08 x 10(3)/muL; quintile 2, 6.58 x 10(3)/muL; quintile 3, 7.70 x 10(3)/muL; quintile 4, 9.14 x 10(3)/muL; and quintile 5, 13.4 x 10(3)/muL). Vital status was assessed through the use of the Social Security Death Index., Results: There were a total of 504 deaths over a follow-up period of 48 months. The best survival was seen in quintile 2, with an increase in long-term mortality rates seen with both a higher or a lower WBC count (P <.001). This J-shaped curve was preserved after multivariate adjustment, with the adjusted hazard ratio of mortality relative to quintile 2 being 1.95 (95% CI, 1.40 to 2.73) in quintile 1, 1.66 (95% CI, 1.18 to 2.33) in quintile 3, 2.31 (95% CI, 1.67 to 3.17) in quintile 4, and 2.42 (95% CI, 1.76 to 3.34) in quintile 5., Conclusions: A low or an elevated preprocedural WBC count in patients undergoing PCI is associated with an increased risk of long-term death. Our result provides further evidence to support the important role of inflammation in coronary artery disease.

The aim of this study was to evaluate the association between reported marijuana use and post–percutaneous coronary intervention (PCI) in-hospital outcomes. Marijuana use is increasing as more states in the United States legalize its use for recreational and medicinal purposes. Little is known about the frequency of use and relative safety of marijuana among patients presenting for PCI. The authors analyzed Blue Cross Blue Shield of Michigan Cardiovascular Consortium PCI registry data between January 1, 2013, and September 30, 2016. One-to-one propensity matching and multivariable logistic regression were used to adjust for differences between patients with or without reported marijuana use, and rates of post-PCI complications were compared. Among 113,477 patients, 3,970 reported marijuana use. Compared with those without reported marijuana use, patients with reported marijuana use were likely to be younger (53.9 years vs 65.8 years), to use tobacco (73.0% vs 26.8%), to present with ST-segment elevation myocardial infarction (27.3% vs 15.9%), and to have fewer cardiovascular comorbidities. After matching, compared with patients without reported marijuana use, those with reported marijuana use experienced significantly higher risks for bleeding (adjusted odds ratio [aOR]: 1.54; 95% confidence interval [CI]: 1.20-1.97; P < 0.001) and cerebrovascular accident (aOR: 11.01; 95% CI: 1.32-91.67; P = 0.026) and a lower risk for acute kidney injury (aOR: 0.61; 95% CI: 0.42-0.87; P = 0.007). There were no significant differences in risks for transfusion and death. A modest fraction of patients undergoing PCI used marijuana. Reported marijuana use was associated with higher risks for cerebrovascular accident and bleeding and a lower risk for acute kidney injury after PCI. Clinicians and patients should be aware of the higher risk for post-PCI complications in these patients. [Display omitted] [ABSTRACT FROM AUTHOR]

Background: Early reports suggest the number of cardiac intensive care unit (CICU) patients with primary noncardiac diagnoses is rising in the United States, but no national data currently exist. We examined changes in primary noncardiac diagnoses among elderly patients admitted to a CICU during the past decade.Methods and Results: Using 2003 to 2013 Medicare data, we grouped elderly patients admitted to CICUs into 2 categories based on principal diagnosis at discharge: (1) primary noncardiac diagnoses and (2) primary cardiac diagnoses. We examined changes in patient demographics, comorbidities, procedure use, and risk-adjusted in-hospital mortality. Among 3.4 million admissions with a CICU stay, primary noncardiac diagnoses rose in prevalence from 38.0% to 51.7% between 2003 and 2013. The fastest rising primary noncardiac diagnoses were infectious diseases (7.8%-15.1%) and respiratory diseases (6.0%-7.6%; P<0.001 for both), whereas the fastest declining primary cardiac diagnosis was coronary artery disease (32.3%-19.0%; P<0.001). Simultaneously, the prevalence of both cardiovascular and noncardiovascular comorbidities rose: heart failure (13.9%-34.4%), pulmonary vascular disease (1.2%-7.1%), valvular heart disease (5.0%-9.8%), and renal failure (7.1%-19.6%; P<0.001 for all). As compared with those with primary cardiac diagnoses, elderly CICU patients with primary noncardiac diagnoses had higher rates of noncardiac procedure use and risk-adjusted in-hospital mortality (P<0.001 for all). Risk-adjusted in-hospital mortality declined slightly in the overall cohort from 9.3% to 8.9% (P<0.001).Conclusions: More than half of all elderly patients with a CICU stay across the United States now have primary noncardiac diagnoses at discharge. These patients receive different types of care and have worse outcomes than patients with primary cardiac diagnoses. Our work has important implications for the development of appropriate training and staffing models for the future critical care workforce. [ABSTRACT FROM AUTHOR]

Background: Transfusion is a common complication of Percutaneous Coronary Intervention (PCI) and is associated with adverse short and long term outcomes. There is no risk model for identifying patients most likely to receive transfusion after PCI. The objective of our study was to develop and validate a tool for predicting receipt of blood transfusion in patients undergoing contemporary PCI. Methods: Random forest models were developed utilizing 45 pre-procedural clinical and laboratory variables to estimate the receipt of transfusion in patients undergoing PCI. The most influential variables were selected for inclusion in an abbreviated model. Model performance estimating transfusion was evaluated in an independent validation dataset using area under the ROC curve (AUC), with net reclassification improvement (NRI) used to compare full and reduced model prediction after grouping in low, intermediate, and high risk categories. The impact of procedural anticoagulation on observed versus predicted transfusion rates were assessed for the different risk categories. Results: Our study cohort was comprised of 103,294 PCI procedures performed at 46 hospitals between July 2009 through December 2012 in Michigan of which 72,328 (70%) were randomly selected for training the models, and 30,966 (30%) for validation. The models demonstrated excellent calibration and discrimination (AUC: full model  = 0.888 (95% CI 0.877–0.899), reduced model AUC = 0.880 (95% CI, 0.868–0.892), p for difference 0.003, NRI = 2.77%, p = 0.007). Procedural anticoagulation and radial access significantly influenced transfusion rates in the intermediate and high risk patients but no clinically relevant impact was noted in low risk patients, who made up 70% of the total cohort. Conclusions: The risk of transfusion among patients undergoing PCI can be reliably calculated using a novel easy to use computational tool (https://bmc2.org/calculators/transfusion). This risk prediction algorithm may prove useful for both bed side clinical decision making and risk adjustment for assessment of quality. [ABSTRACT FROM AUTHOR]