Lucas N. Marzec
University of Colorado Denver
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JAMA Cardiology | 2016
Jonathan C. Hsu; Thomas M. Maddox; Kevin F. Kennedy; David F. Katz; Lucas N. Marzec; Steven A. Lubitz; Anil K. Gehi; Mintu P. Turakhia; Gregory M. Marcus
IMPORTANCE Patients with atrial fibrillation (AF) are at a proportionally higher risk of stroke based on accumulation of well-defined risk factors. OBJECTIVE To examine the extent to which prescription of an oral anticoagulant (OAC) in US cardiology practices increases as the number of stroke risk factors increases. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional registry study of outpatients with AF enrolled in the American College of Cardiology National Cardiovascular Data Registrys PINNACLE (Practice Innovation and Clinical Excellence) Registry between January 1, 2008, and December 30, 2012. As a measure of stroke risk, we calculated the CHADS2 score and the CHA2DS2-VASc score for all patients. Using multinomial logistic regression models adjusted for patient, physician, and practice characteristics, we examined the association between increased stroke risk score and prescription of an OAC. MAIN OUTCOMES AND MEASURES The primary outcome was prescription of an OAC with warfarin sodium or a non-vitamin K antagonist OAC. RESULTS The study cohort comprised 429 417 outpatients with AF. Their mean (SD) age was 71.3 (12.9) years, and 55.8% were male. Prescribed treatment consisted of an OAC (192 600 [44.9%]), aspirin only (111 134 [25.9%]), aspirin plus a thienopyridine (23 454 [5.5%]), or no antithrombotic therapy (102 229 [23.8%]). Each 1-point increase in risk score was associated with increased odds of OAC prescription compared with aspirin-only prescription using the CHADS2 score (adjusted odds ratio, 1.158; 95% CI, 1.144-1.172; P < .001) and the CHA2DS2-VASc score (adjusted odds ratio, 1.163; 95% CI, 1.157-1.169; P < .001). Overall, OAC prescription prevalence did not exceed 50% even in higher-risk patients with a CHADS2 score exceeding 3 or a CHA2DS2-VASc score exceeding 4. CONCLUSIONS AND RELEVANCE In a large quality improvement registry of outpatients with AF, prescription of OAC therapy increased with a higher CHADS2 score and CHA2DS2-VASc score. However, a plateau of OAC prescription was observed, with less than half of high-risk patients receiving an OAC prescription.
American Heart Journal | 2014
Supriya Shore; Evan P. Carey; Mintu P. Turakhia; Cynthia A. Jackevicius; Fran Cunningham; Louise Pilote; Steven M. Bradley; Thomas M. Maddox; Gary K. Grunwald; Anna E. Barón; John S. Rumsfeld; Paul D. Varosy; Preston M Schneider; Lucas N. Marzec; P. Michael Ho
BACKGROUND Dabigatran is a novel oral anti-coagulant (NOAC) that reduces risk of stroke in patients with non-valvular atrial fibrillation (NVAF). It does not require routine monitoring with laboratory testing which may have an adverse impact on adherence. We aimed to describe adherence to dabigatran in the first year after initiation and assess the association between non-adherence to dabigatran and clinical outcomes in a large integrated healthcare system. METHODS We studied a national cohort of 5,376 patients with NVAF, initiated on dabigatran between October-2010 and September-2012 at all Veterans Affairs hospitals. Adherence to dabigatran was calculated as proportion of days covered (PDC) and association between PDC and outcomes was assessed using standard regression techniques. RESULTS Mean age of the study cohort was 71.3 ± 9.7 years; 98.3% were men and mean CHADS2 score was 2.4 ± 1.2 (mean CHA2DS2VASc score 3.2 ± 1.4). Median PDC was 94% (IQR 76%-100%; mean PDC 84% ± 22%) over a median follow-up of 244 days (IQR 140-351). A total of 1,494 (27.8%) patients had a PDC <80% and were classified as non-adherent. After multivariable adjustment, lower adherence was associated with increased risk for combined all-cause mortality and stroke (HR 1.13, 95% CI 1.07-1.19 per 10% decrease in PDC). Adherence to dabigatran was not associated with non-fatal bleeding or myocardial infarction. CONCLUSIONS In the year after initiation, adherence to dabigatran for a majority of patients is very good. However, 28% of patients in our cohort had poor adherence. Furthermore, lower adherence to dabigatran was associated with increased adverse outcomes. Concerted efforts are needed to optimize adherence to NOACs.
Journal of the American College of Cardiology | 2015
Larry A. Allen; Gregg C. Fonarow; DaJuanicia N. Simon; Laine Thomas; Lucas N. Marzec; Sean D. Pokorney; Bernard J. Gersh; Alan S. Go; Elaine M. Hylek; Peter R. Kowey; Kenneth W. Mahaffey; Paul Chang; Eric D. Peterson; Jonathan P. Piccini; Orbit-Af Investigators
BACKGROUND Although digoxin has long been used to treat atrial fibrillation (AF) and heart failure (HF), its safety remains controversial. OBJECTIVES This study sought to describe digoxin use over time in patients with AF who were stratified by the presence or absence of HF, to characterize the predictors of digoxin use and initiation, and to correlate digoxin use with outcomes. METHODS Longitudinal patterns of digoxin use and its association with a variety of outcomes were assessed in a prospective outpatient registry conducted at 174 U.S. sites with enrollment from June 2010 to August 2011. RESULTS Among 9,619 patients with AF and serial follow-up every 6 months for up to 3 years, 2,267 (23.6%) received digoxin at study enrollment, 681 (7.1%) were initiated on digoxin during follow-up, and 6,671 (69.4%) were never prescribed digoxin. After adjusting for other medications, heart rate was 72.9 beats/min among digoxin users and 71.5 beats/min among nonusers (p < 0.0001). Prevalent digoxin use at registry enrollment was not associated with subsequent onset of symptoms, hospitalization, or mortality (in patients with HF, adjusted hazard ratio [HR] for death: 1.04; without HF, HR: 1.22). Incident digoxin use during follow-up was not associated with subsequent death in patients with HF (propensity adjusted HR: 1.05), but was associated with subsequent death in those without HF (propensity adjusted HR: 1.99). CONCLUSIONS After adjustment for detailed clinical factors, digoxin use in registry patients with AF had a neutral association with outcomes under most circumstances. Because of the multiple conflicting observational reports about digoxins safety and possible concerns in specific clinical situations, a large pragmatic trial of digoxin therapy in AF is needed.
Current Cardiology Reports | 2013
Lucas N. Marzec; Thomas M. Maddox
Dyslipidemia and diabetes mellitus are commonly coincident, and together contribute to the development of atherosclerotic disease. Medication therapy is the mainstay of treatment for dyslipidemia. Optimal medication therapy for dyslipidemia in patients with diabetes reduces cardiovascular events but necessitates patients take multiple medications. As a result, sub-optimal adherence to medication therapy is common. Factors contributing to medication non-adherence in patients taking multiple medications are complex and can be grouped into patient-, social and economic-, medication therapy-, and health provider and health system-related factors. Strategies aimed at improving medication adherence may target the patient, health care providers, or health systems. Recent data suggest medication non-adherence contributes to racial health disparities. In addition, health literacy, cost-related medication non-adherence, and patient beliefs regarding medication therapy have all been recently described as factors affecting medication adherence. Data from within the last year support an important role for regular contact between patients and health care providers to effectively address these factors. Cost-related barriers to medication adherence have recently been addressed through examination of health system approaches to decreasing cost-related non-adherence.
JAMA Cardiology | 2017
Lucas N. Marzec; Pamela N. Peterson; Haikun Bao; Jeptha P. Curtis; Frederick A. Masoudi; Paul D. Varosy; Steven M. Bradley
Importance Cardiac resynchronization therapy (CRT) reduces the risk for mortality and heart failure–related events in select patients. Little is known about the use of CRT in combination with an implantable cardioverter defibrillator (ICD) in patients who are eligible for this therapy in clinical practice. Objective To (1) identify patient, clinician, and hospital characteristics associated with CRT defibrillator (CRT-D) use and (2) determine the extent of hospital-level variation in the use of CRT-D among guideline-eligible patients undergoing ICD placement. Design, Setting, and Participants Multicenter retrospective cohort from 1428 hospitals participating in the National Cardiovascular Data Registry ICD Registry between April 1, 2010, and June 30, 2014. Adult patients meeting class I or IIa guideline recommendations for CRT at the time of device implantation were included in this study. Main Outcomes and Measures Implantation of an ICD with or without CRT. Results A total of 63 506 eligible patients (88.6%) received CRT-D at the time of device implantation. The mean (SD) ages of those in the ICD and CRT-D groups were 67.9 (12.2) years and 68.4 (11.5) years, respectively. In hierarchical multivariable models, black race was independently associated with lower use of CRT-D (odds ratio [OR], 0.77; 95% CI, 0.71-0.83) as was nonprivate insurance (OR, 0.90; 95% CI, 0.85-0.95 for Medicare and OR, 0.73; 95% CI, 0.65-0.82 for Medicaid). Clinician factors associated with greater CRT-D use included clinician implantation volume (OR, 1.01 per 10 additional devices implanted; 95% CI, 1.01-1.01) and electrophysiology training (OR, 3.13 as compared with surgery-boarded clinicians; 95% CI, 2.50-3.85). At the hospital level, the overall median risk-standardized rate of CRT-D use was 79.9% (range, 26.7%-100%; median OR, 2.08; 95% CI, 1.99-2.18). Conclusions and Relevance In a national cohort of patients eligible for CRT-D at the time of device implantation, nearly 90% received a CRT-D device. However, use of CRT-D differed by race and implanting operator characteristics. After accounting for these factors, the use of CRT-D continued to vary widely by hospital. Addressing disparities and variation in CRT-D use among guideline-eligible patients may improve patient outcomes.
Patient Preference and Adherence | 2015
Lucas N. Marzec; Evan P. Carey; Anne Lambert-Kerzner; Eric J Del Giacco; Stephanie D. Melnyk; Chris L. Bryson; Ibrahim E Fahdi; Hayden B. Bosworth; Fran Fiocchi; P. Michael Ho
Background Patient nonadherence to cardiac medications following acute coronary syndrome (ACS) is associated with increased risk of recurrent events. However, the prevalence of cognitive dysfunction and poor health literacy among ACS patients and their association with medication nonadherence are poorly understood. Methods We assessed rates of cognitive dysfunction and poor health literacy among participants of a clinical trial that tested the effectiveness of an intervention to improve medication adherence in patients hospitalized with ACS. Of 254 patients, 249 completed the Rapid Estimate of Adult Literacy in Medicine, Revised (REALM-R) survey, an assessment of risk for poor literacy, and the St Louis University Mental Status (SLUMS) exam, a tool assessing for neurocognitive deficits, during ACS hospitalization. We assessed if SLUMS or REALM-R scores were associated with medication adherence. Results Based on SLUMS score, 14% of patients were categorized as having dementia, and 52% with mild neurocognitive disorder (MNCD). Based on REALM-R score of ≤6, 34% of patients were categorized as at risk for poor health literacy. There was no association between poor health literacy and medication nonadherence. Of those with MNCD, 35.5% were nonadherent, compared to 17.5% with normal cognitive function and 6.7% with dementia. In multivariable analysis, cognitive dysfunction was associated with medication nonadherence (P=0.007), mainly due to an association between MNCD and nonadherence (odds ratio =12.2, 95% confidence interval =1.9 to 243; P=0.007). Cognitive status was not associated with adherence in patients randomized to the intervention. Conclusion Cognitive dysfunction and risk for poor health literacy are common in patients hospitalized with ACS. We found an association between MNCD and medication nonadherence in the usual care group but not in the intervention group. These findings suggest efforts to screen for MNCD are needed during ACS hospitalization to identify patients at risk for nonadherence and who may benefit from an adherence intervention.
Circulation-cardiovascular Quality and Outcomes | 2017
M. Obadah Al-Chekakie; Haikun Bao; Paul W. Jones; Kenneth M. Stein; Lucas N. Marzec; Paul D. Varosy; Frederick A. Masoudi; Jeptha P. Curtis; Joseph G. Akar
Background— Among patients with implantable defibrillators (ICD), use of remote patient monitoring (RPM) is associated with lower risk of death and rehospitalization. Standard ICD RPM can be supplemented with weight and blood pressure data. It is not known whether standard RPM plus routine weight and blood pressure transmission (RPM+) is associated with better outcomes. Methods and Results— RPM+ patients (n=4106) were compared with patients who only transmitted standard ICD RPM data (n=14 183). Logistic regression models identified patient, physician, and hospital characteristics associated with RPM+ utilization. Mortality and rehospitalization were examined using landmark analyses at 180 days after ICD implant in Medicare fee-for-service patients. In these analyses, we examined the independent association between RPM+ utilization and times to events up to 3 years after device implantation with Cox regression models. We further examined whether the association between RPM+ and outcomes varied by frequency or type of transmissions. Determinants of RPM+ utilization included impaired ejection fraction, cardiac resynchronization therapy, and institutional practice. The risk of mortality of RPM+ patients was similar to standard ICD RPM patients (hazard ratio, 1.06; 95% confidence interval, 0.94–1.19; P=0.34). RPM+ patients also had similar risks of all-cause hospitalization (subdistribution hazard ratio, 1.03; 95% confidence interval, 0.94–1.14; P=0.52), cardiovascular hospitalization (subdistribution hazard ratio, 0.92; 95% confidence interval, 0.83–1.02; P=0.15), or heart failure hospitalizations (subdistribution hazard ratio, 0.90; 95% confidence interval, 0.78–1.05; P=0.18). RPM+ transmission frequency was not associated with outcomes. Conclusions— In patients using standard ICD RPM, the added transmission of weight and blood pressure data was not associated with improved outcomes.
Telemedicine Journal and E-health | 2018
Christopher Davis; Lucas N. Marzec; Zachary Blea; Diana Godfrey; Daniel Bickley; Sean S. Michael; Elaine M. Reno; Kelly Bookman; John J. Lemery
Background: Direct-to-consumer virtual visits are increasingly popular across both for-profit and nonprofit healthcare systems. Introduction: Virtual visits offer a convenient affordable way for patients to obtain medical care for simple conditions such as sinusitis and uncomplicated urinary tract infections. However, virtual visits have been associated with increased antibiotic utilization when compared with traditional in-person care. Methods: In this retrospective cohort study, antibiotic utilization for acute sinusitis was compared between patients treated through a direct-to-consumer virtual urgent care versus a matched cohort treated through traditional urgent care. Results: Fifty-seven patients were treated for acute sinusitis within the virtual care cohort, whereas 100 patients were treated in the traditional care arm. Antibiotic utilization for acute sinusitis was lower when care was delivered virtually using live-interactive video (67%) than when using traditional urgent care (92%) (p < 0.001). When care was delivered virtually, age, gender, and care delivery modality (telephone vs. video) were not associated with antibiotic utilization for acute sinusitis. Discussion: Concerns have been raised that care delivered virtually does not meet expected quality standards when compared with traditional care. Antibiotic utilization has been used as an example of this quality gap. In this study, we demonstrate that antibiotic utilization was lower in a virtual care cohort than when care was delivered by emergency medicine physicians based in an academic setting. This suggests that awareness and sensitivity to prescribing guidelines may be more important than care delivery modality as it relates to antibiotic utilization. Conclusions: It is possible to deliver care virtually for acute sinusitis without increasing antibiotic utilization.
Journal of the American Heart Association | 2018
Vinay Kini; Elias J. Dayoub; Paul L. Hess; Lucas N. Marzec; Frederick A. Masoudi; P. Michael Ho; Peter W. Groeneveld
Background Scientific statements have championed the measurement of clinical outcomes after cardiac stress testing to better define their value. Using contemporary national data, we sought to describe the characteristics of patients who experience outcomes after stress testing. Methods and Results Using administrative claims from a large national private insurer, we conducted an observational cohort study of patients without cardiovascular disease aged 25 to 64 years who underwent stress testing from 2006 to 2011 and had at least 1 year of membership in the insurance company before and after testing. We used Kaplan–Meier time‐to‐event analyses to determine rates of acute myocardial infarction (AMI), elective coronary revascularization, and coronary angiography without revascularization in the year following testing. We used logistic regression to determine factors associated with outcomes, and stratified the cohort into quintiles based on likelihood of experiencing AMI and/or revascularization to describe the characteristics of patients at highest and lowest risk. Among 553 027 patients who underwent stress testing (mean age 50 years, 49% women, 73% white), 0.8% were hospitalized for AMI, 1.8% underwent elective coronary revascularization, and 2.5% underwent coronary angiography without revascularization within 1 year. Patients who were older, male, and white were more likely to undergo subsequent revascularization. Patients in the lowest likelihood quintile were young (mean age 40 years), frequently women (84.7%), had a low incidence of coexisting conditions (5.2% with diabetes mellitus), and had a 0.5% rate of AMI and/or revascularization. Conclusions The proportion of US patients younger than 65 who had AMI and/or coronary revascularization after stress testing was low. Assessing risk of subsequent outcomes may be useful in improving patient referrals for stress testing.
Journal of Cardiovascular Electrophysiology | 2018
Wendy S. Tzou; Peter Rothstein; Michael Cowherd; Matthew M. Zipse; Christine Tompkins; Lucas N. Marzec; Ryan Aleong; Joseph L. Schuller; Paul D. Varosy; Ryan T. Borne; Jehu Mathew; Alexis Tumolo; Amneet Sandhu; Duy Thai Nguyen; William H. Sauer
Multiple ablations are often necessary to manage ventricular arrhythmias (VAs) in nonischemic cardiomyopathy (NICM) patients. We assessed characteristics and outcomes and role of adjunctive, nonstandard ablation in repeat VA ablation (RAbl) in NICM.