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Wong C, Marrast L, Rasul R, Srivastava R, Kuvin J, Roswell R, Conigliaro J, Kim EJ. Financial resources, access to care, and quality of care mediate racial disparities in statin usage for secondary prevention. PLoS One 2024; 19:e0311724. [PMID: 39378232 PMCID: PMC11460713 DOI: 10.1371/journal.pone.0311724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 09/19/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND There are disparities in statin therapy for the secondary prevention of atherosclerotic cardiovascular disease (ASCVD). The role of structural racism in this disparity has not been examined. METHODS This is a cross-sectional study of participants with ASCVD in the Medical Expenditure Panel Survey from 2014-2017. Mediation analysis is utilized to estimate the direct effect of race and indirect effect of financial resources, access to care, and quality of care on statin usage. RESULTS The proportion of participants using statins by race/ethnicity were 58.5% for non-Hispanic Whites, 45% for Hispanics, 48.6% for Blacks, 61.6% for Asians, and 46.8% for Others. Statin usage was lower for Hispanics (OR = 0.79, 95% confidence interval [0.65-0.96]) and Blacks (OR = 0.80 [0.66-0.95]) compared to Whites. Hispanic, Black, and Other participants with the same financial resources, access to care, and quality of care as White participants did not have significantly different statin usage compared to White participants (Hispanic: OR = 0.98 [0.79-1.13]; Black (OR = 0.88 [0.76-1.06], Other: OR 0.76, 95% CI [0.56-1.15]). Hispanic, Black, and Other participants had significantly lower statin usage than subjects of the same race but with financial resources, access to care, and quality of care observed in White subjects (Hispanic: OR = 0.83 [0.83-0.92]; Black: OR = 0.91[0.88-0.94]; Other: OR = 0.92 [0.87-0.98]). DISCUSSION The indirect effect of race and ethnicity on statin therapy are significant but the direct effect of race and ethnicity on statin therapy are insignificant among Blacks and Hispanics compared to non-Hispanic Whites. This suggests that racial disparities in statin therapy are mediated through inequitably distributed resources, suggestive of the impact of structural racism.
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Affiliation(s)
- Christopher Wong
- Division of Cardiology, Rutgers Robert Wood Johnson School of Medicine, New Brunswick, New Jersey, United States of America
| | - Lyndonna Marrast
- Division of General Internal Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lake Success, New York, United States of America
| | - Rehana Rasul
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, New York, United States of America
| | - Ratnam Srivastava
- Division of General Internal Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lake Success, New York, United States of America
| | - Jeffrey Kuvin
- Department of Cardiology, Zucker School of Medicine at Hofstra/Northwell, Manhasset, New York, United States of America
| | - Robert Roswell
- Lennox Hill Hospital, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, United States of America
| | - Joseph Conigliaro
- Division of General Internal Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lake Success, New York, United States of America
| | - Eun Ji Kim
- Division of General Internal Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lake Success, New York, United States of America
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Dawson LP, Kobayashi Y, Zimmermann FM, Takahashi T, Wong CC, Theriault-Lauzier P, Pijls NHJ, De Bruyne B, Yeung AC, Woo YJ, Fearon WF. Outcomes According to Coronary Disease Complexity and Optimal Thresholds to Guide Revascularization Approach: FAME 3 Trial. JACC Cardiovasc Interv 2024; 17:1861-1871. [PMID: 39197985 DOI: 10.1016/j.jcin.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 05/28/2024] [Accepted: 06/04/2024] [Indexed: 09/01/2024]
Abstract
BACKGROUND Coronary disease complexity is commonly used to guide revascularization strategy in patients with multivessel disease (MVD). OBJECTIVES The aim of this study was to assess the interactive effects of coronary complexity on percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) outcomes and identify the optimal threshold at which PCI can be considered a reasonable option. METHODS A total of 1,444 of 1,500 patients with MVD from the FAME (Fractional Flow Reserve versus Angiography for Multi-vessel Evaluation) 3 randomized trial were included in the analysis (710 CABG vs 734 PCI). SYNTAX (Synergy Between PCI With Taxus and Cardiac Surgery) scores were transformed into restricted cubic splines, and logistic regression models were fitted, with multiplicative interaction terms for revascularization strategy. Optimal thresholds at which PCI is a reasonable alternative to CABG were determined on the basis of Cox regression model performance. RESULTS The mean SYNTAX score (SS) was 25.9 ± 7.1. SS was associated with 1-year major adverse cardiac and cerebrovascular events among PCI patients and 3-year death, myocardial infarction, and stroke among CABG patients. Significant interactions were present between revascularization strategy and SS for 1- and 3-year composite endpoints (P for interaction <0.05 for all). In Cox regression models, outcomes were comparable between CABG and PCI for the 3-year primary endpoint for SS ≤24 (P = 0.332), with 44% of patients below this threshold and 32% below the conventional SS threshold of ≤22. CONCLUSIONS In patients with MVD without left main disease, PCI and CABG outcomes remain comparable up to SS values in the mid- rather than low 20s, which allows the identification of a greater proportion of patients in whom PCI may be a reasonable alternative to CABG.
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Affiliation(s)
- Luke P Dawson
- Stanford University School of Medicine, Stanford, California, USA; Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Yuhei Kobayashi
- NewYork-Presbyterian Brooklyn Methodist Hospital, Weill Cornell Medical College, Brooklyn, New York, USA
| | | | - Tatsunori Takahashi
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | | | | | | | - Alan C Yeung
- Stanford University School of Medicine, Stanford, California, USA
| | - Y Joseph Woo
- Stanford University School of Medicine, Stanford, California, USA
| | - William F Fearon
- Stanford University School of Medicine, Stanford, California, USA; VA Palo Alto Medical Systems, Palo Alto, California, USA.
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3
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Tucker MA, Meyer A, Bitonti M, Supple M, Cain B. Pharmacist optimization of lipid therapy in patients with peripheral vascular disease. Am J Health Syst Pharm 2024; 81:S152-S159. [PMID: 38567808 DOI: 10.1093/ajhp/zxae097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2024] Open
Abstract
PURPOSE American College of Cardiology/American Heart Association guidelines recommend high-intensity statin therapy and consideration for nonstatin therapy for patients with peripheral vascular disease (PVD); however, utilization rates remain suboptimal. The primary objective of this study was to determine whether pharmacist intervention for patients with PVD could improve the percentage of patients discharged on a high-intensity statin. METHODS The study used a single-center pre/post design and included patients with PVD who underwent peripheral bypass during their admission. Postintervention patients managed with an order set including a preselected consult for a pharmacy lipid protocol were compared to preintervention patients managed using the order set without the consult. The primary outcome was the percentage of patients discharged on a high-intensity statin. Secondary outcomes included intensification of statin therapy, the addition of ezetimibe, and referral to an outpatient lipid clinic. RESULTS A total of 175 patients were included in the analysis, with 94 patients in the preintervention group and 81 patients in the postintervention group. The primary outcome met statistical significance, with an increase in the percentage of patients discharged on a high-intensity statin in the postintervention group (70.4%) compared to the preintervention group (38.3%) (P < 0.001; 95% confidence interval, 1.37-2.46). Secondary outcomes that met statistical significance included an increase in the percentage of patients with any increase in statin intensity (35.8% vs 20.2%; P = 0.02). CONCLUSION The addition of a pharmacist consult led to an increase in the percentage of patients discharged on a high-intensity statin and an increase in overall statin intensification.
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Sun SN, Yao MD, Liu X, Li J, Chen XL, Huang WW, Ni SH, Ouyang XL, Yang ZQ, Li Y, Xian SX, Wang LJ, Lu L. Trends in cardiovascular health among US adults by glycemic status based on Life's Essential 8. Prev Med 2024; 185:108042. [PMID: 38878800 DOI: 10.1016/j.ypmed.2024.108042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 06/21/2024]
Abstract
OBJECTIVE We aimed to assess the secular trends in cardiovascular health (CVH) among U.S. adults with different glycemic statuses based on the Life's Essential 8 (LE8). METHODS This cross-sectional study used nationally representative data from 6 cycles of the National Health and Nutrition Examination Surveys between 2007 and 2018. Survey-weighted linear models were used to assess time trends in LE8 scores. Stratified analyses and sensitivity analyses were conducted to validate the stability of the results. RESULTS A total of 23,616 participants were included in this study. From 2007 to 2018, there was no significant improvement in overall CVH and the proportion of ideal CVH among participants with diabetes and prediabetes. We observed an opposite trend between health behavior and health factors in the diabetes group, mainly in increasing physical activity scores and sleep scores (P for trend<0.001), and declining BMI scores [difference, -6.81 (95% CI, -12.82 to -0.80)] and blood glucose scores [difference, -6.41 (95% CI, -9.86 to -2.96)]. Dietary health remained at a consistently low level among participants with different glycemic status. The blood lipid scores in the prediabetes group improved but were still at a lower level than other groups. Education/income differences persist in the CVH of participants with diabetes or prediabetes, especially in health behavior factors. Sensitivity analyses of the absolute difference and change in proportion showed a consistent trend. CONCLUSIONS Trends in CVH among participants with diabetes or prediabetes were suboptimal from 2007 to 2018, with persistent education/income disparities.
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Affiliation(s)
- Shu-Ning Sun
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Mei-Dan Yao
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Xin Liu
- State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; School of Basic Medical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Jin Li
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Xing-Ling Chen
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Wei-Wei Huang
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Shi-Hao Ni
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Xiao-Lu Ouyang
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Zhong-Qi Yang
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China
| | - Yue Li
- Luohu District Traditional Chinese Medicine Hospital, Shenzhen 518001, China..
| | - Shao-Xiang Xian
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.
| | - Ling-Jun Wang
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.
| | - Lu Lu
- The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; State Key Laboratory of Traditional Chinese Medicine Syndrome, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.; Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.; Key Laboratory of Chronic Heart Failure, Guangzhou University of Chinese Medicine, Guangzhou 510407, China.
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Wright RS, Ray KK, Landmesser U, Koenig W, Raal FJ, Leiter LA, Conde LG, Han J, Schwartz GG. Effects of Inclisiran in Patients With Atherosclerotic Cardiovascular Disease: A Pooled Analysis of the ORION-10 and ORION-11 Randomized Trials. Mayo Clin Proc 2024; 99:S0025-6196(24)00167-8. [PMID: 39093262 DOI: 10.1016/j.mayocp.2024.03.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 08/04/2024]
Abstract
OBJECTIVE To evaluate the efficacy, safety, and tolerability of inclisiran in participants with atherosclerotic cardiovascular disease (ASCVD) from ORION-10 and ORION-11 stratified by key patient characteristics. PATIENTS AND METHODS Participants were randomized 1:1 to receive 300 mg inclisiran sodium (284 mg inclisiran) or placebo on days 1, 90, 270, and 450, alongside background lipid-lowering therapy. This pooled, post hoc analysis stratified participants with ASCVD by sex, age, race, kidney function, body mass index, and glycemic status. Co-primary endpoints were percentage changes in low-density lipoprotein cholesterol (LDL-C) from baseline to day 510, and after day 90 and up to day 540 (time-adjusted). LDL-C goal attainment and safety were also assessed. RESULTS This analysis of 2975 participants included: female, n=827; Black, n=213; 75 years of age or older, n=458; obese, n=1474; diabetes, n=1182; and moderate-to-severe chronic kidney disease, n=538. Mean baseline LDL-C levels in the total ASCVD population were balanced between treatment arms (inclisiran, 103.4 mg/dL; placebo, 102.0 mg/dL). With inclisiran, mean placebo-corrected percentage changes in LDL-C from baseline were -51.5% (95% CI, -54.0% to -49.0%) and -52.1% (95% CI, -53.9% to -50.4%) to day 510 and day 540 (time-adjusted), respectively; this was consistent across subgroups. LDL-C less than 55 mg/dL at 1 or more visits was reached by 87.6% of participants receiving inclisiran. The inclisiran safety profile was consistent across subgroups. CONCLUSION Twice-yearly inclisiran (after initial and 3-month doses) was well-tolerated and provided significant, consistent LDL-C reductions for up to 18 months in participants with ASCVD independent of key patient characteristics (ORION-10 [Inclisiran for Participants With Atherosclerotic Cardiovascular Disease and Elevated Low-density Lipoprotein Cholesterol]; NCT03399370 and ORION-11 [Inclisiran for Subjects With ASCVD or ASCVD-Risk Equivalents and Elevated Low-density Lipoprotein Cholesterol]; NCT03400800).
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Affiliation(s)
- R Scott Wright
- Division of Preventive Cardiology and the Department of Cardiology, Mayo Clinic, Rochester, MN, USA.
| | - Kausik K Ray
- Imperial Centre for Cardiovascular Disease Prevention, Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Ulf Landmesser
- Department of Cardiology, Angiology, and Intensive Care Medicine, Deutsches Herzzentrum Charité; Charité Universitätsmedizin Berlin, Berlin Institute of Health, DZHK, Partner Site Berlin, Berlin, Germany
| | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, Munich, Germany; DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Munich, Germany and Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | - Frederick J Raal
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Lawrence A Leiter
- Li Ka Shing Knowledge Institute, St Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | | | - Jackie Han
- Novartis Pharmaceuticals Corp, East Hanover, NJ, USA
| | - Gregory G Schwartz
- Division of Cardiology, University of Colorado School of Medicine, Aurora, CO, USA
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Yao X, Van Houten HK, Siontis KC, Friedman PA, McBane RD, Gersh BJ, Noseworthy PA. Ten-Year Trend of Oral Anticoagulation Use in Postoperative and Nonpostoperative Atrial Fibrillation in Routine Clinical Practice. J Am Heart Assoc 2024; 13:e035708. [PMID: 38934887 PMCID: PMC11255709 DOI: 10.1161/jaha.124.035708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND The study aimed to describe the patterns and trends of initiation, discontinuation, and adherence of oral anticoagulation (OAC) in patients with new-onset postoperative atrial fibrillation (POAF), and compare with patients newly diagnosed with non-POAF. METHODS AND RESULTS This retrospective cohort study identified patients newly diagnosed with atrial fibrillation or flutter between 2012 and 2021 using administrative claims data from OptumLabs Data Warehouse. The POAF cohort included 118 366 patients newly diagnosed with atrial fibrillation or flutter within 30 days after surgery. The non-POAF cohort included the remaining 315 832 patients who were newly diagnosed with atrial fibrillation or flutter but not within 30 days after a surgery. OAC initiation increased from 28.9% to 44.0% from 2012 to 2021 in POAF, and 37.8% to 59.9% in non-POAF; 12-month medication adherence increased from 47.0% to 61.8% in POAF, and 59.7% to 70.4% in non-POAF. The median time to OAC discontinuation was 177 days for POAF, and 242 days for non-POAF. Patients who saw a cardiologist within 90 days of the first atrial fibrillation or flutter diagnosis, regardless of POAF or non-POAF, were more likely to initiate OAC (odds ratio, 2.92 [95% CI, 2.87-2.98]; P <0.0001), adhere to OAC (odds ratio, 1.08 [95% CI, 1.04-1.13]; P <0.0001), and less likely to discontinue (odds ratio, 0.83 [95% CI, 0.82-0.85]; P <0.0001) than patients who saw a surgeon or other specialties. CONCLUSIONS The use of and adherence to OAC were higher in non-POAF patients than in POAF patients, but they increased over time in both groups. Patients managed by cardiologists were more likely to use and adhere to OAC, regardless of POAF or non-POAF.
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Affiliation(s)
- Xiaoxi Yao
- Robert D. and Patricia E. Kern Center for the Science of Health Care DeliveryMayo ClinicRochesterMN
- Department of Cardiovascular MedicineMayo ClinicRochesterMN
- OptumLabsMinnetonkaMN
| | - Holly K. Van Houten
- Robert D. and Patricia E. Kern Center for the Science of Health Care DeliveryMayo ClinicRochesterMN
- OptumLabsMinnetonkaMN
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Razavi AC, Shaw LJ, Berman DS, Budoff MJ, Wong ND, Vaccarino V, van Assen M, De Cecco CN, Quyyumi AA, Mehta A, Muntner P, Miedema MD, Rozanski A, Rumberger JA, Nasir K, Blumenthal RS, Sperling LS, Mortensen MB, Whelton SP, Blaha MJ, Dzaye O. Left Main Coronary Artery Calcium and Diabetes Confer Very-High-Risk Equivalence in Coronary Artery Calcium >1,000. JACC Cardiovasc Imaging 2024; 17:766-776. [PMID: 38385932 DOI: 10.1016/j.jcmg.2023.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 02/23/2024]
Abstract
BACKGROUND Although a coronary artery calcium (CAC) of ≥1,000 is a subclinical atherosclerosis threshold to consider combination lipid-lowering therapy, differentiating very high from high atherosclerotic cardiovascular disease (ASCVD) risk in this patient population is not well-defined. OBJECTIVES Among persons with a CAC of ≥1,000, the authors sought to identify risk factors equating with very high-risk ASCVD mortality rates. METHODS The authors studied 2,246 asymptomatic patients with a CAC of ≥1,000 from the CAC Consortium without a prior ASCVD event. Cox proportional hazards regression modelling was performed for ASCVD mortality during a median follow-up of 11.3 years. Crude ASCVD mortality rates were compared with those reported for secondary prevention trial patients classified as very high risk, defined by ≥2 major ASCVD events or 1 major event and ≥2 high-risk conditions (1.4 per 100 person-years). RESULTS The mean age was 66.6 years, 14% were female, and 10% were non-White. The median CAC score was 1,592 and 6% had severe left main (LM) CAC (vessel-specific CAC ≥300). Diabetes (HR: 2.04 [95% CI: 1.47-2.83]) and severe LM CAC (HR: 2.32 [95% CI: 1.51-3.55]) were associated with ASCVD mortality. The ASCVD mortality per 100 person-years for all patients was 0.8 (95% CI: 0.7-0.9), although higher rates were observed for diabetes (1.4 [95% CI: 0.8-1.9]), severe LM CAC (1.3 [95% CI: 0.6-2.0]), and both diabetes and severe LM CAC (7.1 [95% CI: 3.4-10.8]). CONCLUSIONS Among asymptomatic patients with a CAC of ≥1,000 without a prior index event, diabetes, and severe LM CAC define very high risk ASCVD, identifying individuals who may benefit from more intensive prevention therapies across several domains, including low-density lipoprotein-cholesterol lowering.
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Affiliation(s)
- Alexander C Razavi
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia, USA; Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Leslee J Shaw
- Icahn School of Medicine at Mount Sinai, Blavatnik Family Women's Health Research Institute, New York, New York, USA
| | - Daniel S Berman
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Matthew J Budoff
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA
| | - Nathan D Wong
- Heart Disease Prevention Program, Division of Cardiology, Department of Medicine, University of California, Irvine, California, USA
| | - Viola Vaccarino
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Marly van Assen
- Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Carlo N De Cecco
- Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Arshed A Quyyumi
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Anurag Mehta
- VCU Health Pauley Heart Center and Division of Cardiology, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Michael D Miedema
- Nolan Family Center for Cardiovascular Health, Minneapolis Heart Institute Foundation, Minneapolis, Minnesota, USA
| | - Alan Rozanski
- Division of Cardiology, Mount Sinai, St Luke's Hospital, New York, New York, USA
| | | | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Roger S Blumenthal
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Laurence S Sperling
- Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | - Seamus P Whelton
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Omar Dzaye
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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White RT, Sankey K, Anderson JR, Bos AJ, Aragon KG, Martinez-Nava DD, Rubio AM, Turner RM, Ray GM. Community Pharmacists Identification of Gaps in Care - Statin Utilization for Primary Prevention. J Pharm Pract 2024:8971900241262362. [PMID: 38914018 DOI: 10.1177/08971900241262362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Background: Statins are a highly effective lipid-lowering therapy associated with significant reductions in atherosclerotic cardiovascular disease (ASCVD) events and death. Despite these benefits, statins are underutilized. Pharmacist-led interventions to increase statin prescribing are effective. To our knowledge, no prior studies implemented a comprehensive cardiovascular risk assessment utilizing point-of-care (POC) testing in community pharmacies. Objectives: The primary objective was to determine if community pharmacists can be utilized to identify gaps in care regarding appropriate use of statin therapy for prevention of ASCVD events in HPSAs. Secondary objectives were to assess public interest in ASCVD risk assessment and statin prescribing by the pharmacist, and to identify factors associated with statin gaps in care. Methods: A cross-sectional study was conducted at three independent community pharmacies. Participants were identified based on age and medication history and were scheduled at their pharmacy to receive a comprehensive ASCVD risk screening consisting of POC measurement of a complete lipid panel, blood glucose or A1C, and blood pressure. Participants were informed of their statin candidacy at the screening. Participants completed a survey regarding perceptions of the services provided and opinions of statin prescribing by pharmacists. Results: Of the 57 participants, 43 (75.4%) were possible statin candidates. Most indicated trusting their pharmacist to prescribe a cholesterol-lowering medication and felt insurance should pay for these screenings. Conclusion: ASCVD risk assessment conducted within the community pharmacy setting for can be utilized to identify treatment gaps in status use. Participants indicated trusting pharmacists to provide this service and found the service valuable.
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Affiliation(s)
- Raechel T White
- PGY2 Ambulatory Care Resident, University of New Mexico College of Pharmacy, Albuquerque NM, USA
| | - Kjersten Sankey
- PGY2 Ambulatory Care Resident, University of New Mexico College of Pharmacy, Albuquerque NM, USA
| | - Joe R Anderson
- Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, NM, USA
| | - Alexander J Bos
- Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, NM, USA
| | - Kelsea Gallegos Aragon
- Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, NM, USA
| | | | - Annajita M Rubio
- University of New Mexico College of Pharmacy, Albuquerque, NM, USA
| | - Robyn M Turner
- University of New Mexico College of Pharmacy, Albuquerque, NM, USA
| | - Gretchen M Ray
- Department of Pharmacy Practice and Administrative Sciences, University of New Mexico College of Pharmacy, Albuquerque, NM, USA
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9
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Chodick G, Rotem RS, Miano TA, Bilker WB, Hennessy S. Adherence with statins and all-cause mortality in days with high temperature. Pharmacoepidemiol Drug Saf 2024; 33:e5817. [PMID: 38783416 DOI: 10.1002/pds.5817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 04/03/2024] [Accepted: 05/01/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE It has been suggested that statins may exert thermo-protective effects that can reduce mortality on hot days. We aimed to examine the relationship between statin adherence and mortality in days with high temperature. METHODS Utilizing data from a prior historical new-user cohort study, we analyzed a cohort of 229 918 individuals within a state-mandated health provider in Israel who initiated statin therapy between 1998 and 2006. Adherence to statins was assessed through the mean proportion of days covered (PDC) with statins during the follow-up period. The study's primary outcome was all-cause mortality during hot days. RESULTS During the study follow-up period, a total of 13 165 individuals (5.7%) died. In a multivariable model, a 10% increase in PDC with statins was associated with an HR of (0.85; 95% CI: 0.72-1.00) for deaths (n = 16) in extremely hot days (≥39°C). This association was numerically stronger compared to HR = 0.94 (0.93-0.94) in cooler days and displayed a significant difference between sexes. In males, the fully-adjusted HR for a 10% increase in PDC with statins was 0.66 (0.45-0.95), while in women, it was 0.98 (0.78-1.23). In contrast, no such effect modification was observed for death in cooler days. CONCLUSIONS These findings align with earlier research, supporting the notion that adherence with statin treatment may be associated with a reduced risk of death during extremely hot days, particularly among men.
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Affiliation(s)
- Gabriel Chodick
- School of Public Health, Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- MaccabiTech, Maccabi Institute for Research, Maccabi Healthcare Service, Tel Aviv, Israel
| | - Ran S Rotem
- MaccabiTech, Maccabi Institute for Research, Maccabi Healthcare Service, Tel Aviv, Israel
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts, USA
| | - Todd A Miano
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Warren B Bilker
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sean Hennessy
- Department of Biostatistics, Epidemiology & Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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10
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Čereškevičius D, Zabiela V, Aldujeli A, Lesauskaitė V, Zubielienė K, Raškevičius V, Čiapienė I, Žaliaduonytė D, Giedraitienė A, Žvikas V, Jakštas V, Skipskis V, Dobilienė O, Šakalytė G, Tatarūnas V. Impact of CYP2C19 Gene Variants on Long-Term Treatment with Atorvastatin in Patients with Acute Coronary Syndromes. Int J Mol Sci 2024; 25:5385. [PMID: 38791422 PMCID: PMC11120965 DOI: 10.3390/ijms25105385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/02/2024] [Accepted: 05/12/2024] [Indexed: 05/26/2024] Open
Abstract
The effectiveness of lipid-lowering therapies may be insufficient in high-risk cardiovascular patients and depends on the genetic variability of drug-metabolizing enzymes. Customizing statin therapy, including treatment with atorvastatin, may improve clinical outcomes. Currently, there is a lack of guidelines allowing the prediction of the therapeutic efficacy of lipid-lowering statin therapy. This study aimed to determine the effects of clinically significant gene variants of CYP2C19 on atorvastatin therapy in patients with acute coronary syndromes. In total, 92 patients with a confirmed diagnosis of ST-elevation myocardial infarction (STEMI) or non-ST-elevation myocardial infarction (NSTEMI) were sequenced for target regions within the CYP2C19 gene on the Illumina Miniseq system. The CYP2C19 poor metabolizer phenotype (carriers of CYP2C19*2, CYP2C19*4, and CYP2C19*8 alleles) was detected in 29% of patients. These patients had significantly lower responses to treatment with atorvastatin than patients with the normal metabolizer phenotype. CYP2C19-metabolizing phenotype, patient age, and smoking increased the odds of undertreatment in patients (∆LDL-C (mmol/L) < 1). These results revealed that the CYP2C19 phenotype may significantly impact atorvastatin therapy personalization in patients requiring LDL lipid-lowering therapy.
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Affiliation(s)
- Darius Čereškevičius
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Vytautas Zabiela
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Ali Aldujeli
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Vaiva Lesauskaitė
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Kristina Zubielienė
- Department of Cardiology, Kaunas Hospital of the Lithuanian University of Health Sciences, Hipodromo 13, LT 45130 Kaunas, Lithuania; (K.Z.); (D.Ž.)
| | - Vytautas Raškevičius
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Ieva Čiapienė
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Diana Žaliaduonytė
- Department of Cardiology, Kaunas Hospital of the Lithuanian University of Health Sciences, Hipodromo 13, LT 45130 Kaunas, Lithuania; (K.Z.); (D.Ž.)
| | - Agnė Giedraitienė
- Institute of Microbiology and Virology, Lithuanian University of Health Sciences, Eivenių 4, LT 50161 Kaunas, Lithuania;
| | - Vaidotas Žvikas
- Institute of Pharmaceutical Technologies, Sukileliu 13, LT 50103 Kaunas, Lithuania; (V.Ž.); (V.J.)
| | - Valdas Jakštas
- Institute of Pharmaceutical Technologies, Sukileliu 13, LT 50103 Kaunas, Lithuania; (V.Ž.); (V.J.)
| | - Vilius Skipskis
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Olivija Dobilienė
- Department of Cardiology, Lithuanian University of Health Sciences, Eivenių 2, LT 50009 Kaunas, Lithuania;
| | - Gintarė Šakalytė
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
| | - Vacis Tatarūnas
- Institute of Cardiology, Lithuanian University of Health Sciences, Sukileliu 15, LT 50103 Kaunas, Lithuania; (D.Č.); (V.Z.); (A.A.); (V.L.); (V.R.); (I.Č.); (V.S.); (G.Š.)
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11
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Yew PY, Loth M, Adam TJ, Wolfson J, Liang Y, Tonellato PJ, Chi CL. Potential impact of blood cholesterol guidelines on statin treatment in the U.S. population using interrupted time series analysis. BMC Cardiovasc Disord 2024; 24:245. [PMID: 38730371 PMCID: PMC11088177 DOI: 10.1186/s12872-024-03921-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 05/03/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND The 2013 ACC/AHA Guideline was a paradigm shift in lipid management and identified the four statin-benefit groups. Many have studied the guideline's potential impact, but few have investigated its potential long-term impact on MACE. Furthermore, most studies also ignored the confounding effect from the earlier release of generic atorvastatin in Dec 2011. METHODS To evaluate the potential (long-term) impact of the 2013 ACC/AHA Guideline release in Nov 2013 in the U.S., we investigated the association of the 2013 ACC/AHA Guideline with the trend changes in 5-Year MACE survival and three other statin-related outcomes (statin use, optimal statin use, and statin adherence) while controlling for generic atorvastatin availability using interrupted time series analysis, called the Chow's test. Specifically, we conducted a retrospective study using U.S. nationwide de-identified claims and electronic health records from Optum Labs Database Warehouse (OLDW) to follow the trends of 5-Year MACE survival and statin-related outcomes among four statin-benefit groups that were identified in the 2013 ACC/AHA Guideline. Then, Chow's test was used to discern trend changes between generic atorvastatin availability and guideline potential impact. RESULTS 197,021 patients were included (ASCVD: 19,060; High-LDL: 33,907; Diabetes: 138,159; High-ASCVD-Risk: 5,895). After the guideline release, the long-term trend (slope) of 5-Year MACE Survival for the Diabetes group improved significantly (P = 0.002). Optimal statin use for the ASCVD group also showed immediate improvement (intercept) and long-term positive changes (slope) after the release (P < 0.001). Statin uses did not have significant trend changes and statin adherence remained unchanged in all statin-benefit groups. Although no other statistically significant trend changes were found, overall positive trend change or no changes were observed after the 2013 ACC/AHA Guideline release. CONCLUSIONS The 2013 ACA/AHA Guideline release is associated with trend improvements in the long-term MACE Survival for Diabetes group and optimal statin use for ASCVD group. These significant associations might indicate a potential positive long-term impact of the 2013 ACA/AHA Guideline on better health outcomes for primary prevention groups and an immediate potential impact on statin prescribing behaviors in higher-at-risk groups. However, further investigation is required to confirm the causal effect of the 2013 ACA/AHA Guideline.
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Affiliation(s)
- Pui Ying Yew
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - Matt Loth
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
- School of Nursing, University of Minnesota, Minneapolis, MN, USA
| | - Terrence J Adam
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
- Department of Pharmaceutical Care & Health Systems, University of Minnesota, Minneapolis, MN, USA
| | - Julian Wolfson
- Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA
| | - Yue Liang
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA
| | - Peter J Tonellato
- Department of Health Management and Informatics, University of Missouri School of Medicine, Columbia, MO, USA
| | - Chih-Lin Chi
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA.
- School of Nursing, University of Minnesota, Minneapolis, MN, USA.
- University of Minnesota Institute for Health Informatics, 8-102 Phillips-Wangensteen Building 516 Delaware St. SE, Minneapolis, MN, 55455, USA.
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12
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de Launay D, Paquet M, Kirkham AM, Graham ID, Fergusson DA, Nagpal SK, Shorr R, Grimshaw JM, Roberts DJ. Evidence for clinician underprescription of and patient non-adherence to guideline-recommended cardiovascular medications among adults with peripheral artery disease: protocol for a systematic review and meta-analysis. BMJ Open 2024; 14:e076795. [PMID: 38514143 PMCID: PMC10961494 DOI: 10.1136/bmjopen-2023-076795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 02/16/2024] [Indexed: 03/23/2024] Open
Abstract
INTRODUCTION International guidelines recommend that adults with peripheral artery disease (PAD) be prescribed antiplatelet, statin and antihypertensive medications. However, it is unclear how often people with PAD are underprescribed these drugs, which characteristics predict clinician underprescription of and patient non-adherence to guideline-recommended cardiovascular medications, and whether underprescription and non-adherence are associated with adverse health and health system outcomes. METHODS AND ANALYSIS We will search MEDLINE, EMBASE and Evidence-Based Medicine Reviews from 2006 onwards. Two investigators will independently review abstracts and full-text studies. We will include studies that enrolled adults and reported the incidence and/or prevalence of clinician underprescription of or patient non-adherence to guideline-recommended cardiovascular medications among people with PAD; adjusted risk factors for underprescription of/non-adherence to these medications; and adjusted associations between underprescription/non-adherence to these medications and outcomes. Outcomes will include mortality, major adverse cardiac and limb events (including revascularisation procedures and amputations), other reported morbidities, healthcare resource use and costs. Two investigators will independently extract data and evaluate study risk of bias. We will calculate summary estimates of the incidence and prevalence of clinician underprescription/patient non-adherence across studies. We will also conduct subgroup meta-analyses and meta-regression to determine if estimates vary by country, characteristics of the patients and treating clinicians, population-based versus non-population-based design, and study risks of bias. Finally, we will calculate pooled adjusted risk factors for underprescription/non-adherence and adjusted associations between underprescription/non-adherence and outcomes. We will use Grading of Recommendations, Assessment, Development and Evaluation to determine estimate certainty. ETHICS AND DISSEMINATION Ethics approval is not required as we are studying published data. This systematic review will synthesise existing evidence regarding clinician underprescription of and patient non-adherence to guideline-recommended cardiovascular medications in adults with PAD. Results will be used to identify evidence-care gaps and inform where interventions may be required to improve clinician prescribing and patient adherence to prescribed medications. PROSPERO REGISTRATION NUMBER CRD42022362801.
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Affiliation(s)
- David de Launay
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Maude Paquet
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Aidan M Kirkham
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | - Ian D Graham
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Clinical Epidemiology, University of Ottawa, Ottawa, Ontario, Canada
| | - Dean A Fergusson
- Clinical Epidemiology, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Sudhir K Nagpal
- Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Risa Shorr
- Learning Services, Ottawa Hospital, Ottawa, Ontario, Canada
| | - Jeremy M Grimshaw
- Clinical Epidemiology Program, Ottawa Health Research Institute, Ottawa, Ontario, Canada
| | - Derek J Roberts
- Division of Vascular and Endovascular Surgery, Department of Surgery, Ottawa Health Research Institute, Ottawa, Ontario, Canada
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13
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Gomes DA, Paiva MS, Freitas P, Albuquerque F, Lima MR, Santos RR, Presume J, Trabulo M, Aguiar C, Ferreira J, Ferreira AM, Mendes M. Attainment of LDL-Cholesterol Goals in Patients with Previous Myocardial Infarction: A Real-World Cross-Sectional Analysis. Arq Bras Cardiol 2024; 121:e20230242. [PMID: 38477763 PMCID: PMC11081093 DOI: 10.36660/abc.20230242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/04/2023] [Accepted: 10/25/2023] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The European Society of Cardiology guidelines recommend an LDL-cholesterol (LDL-C) < 55 mg/dL for patients with established cardiovascular disease. While the Friedewald equation to estimate LDL-C is still widely used, the newer Martin-Hopkins equation has shown greater accuracy. OBJECTIVES We aimed to assess: A) the proportion of patients reaching LDL-C goal and the therapies used in a tertiary center; B) the impact of using the Martin-Hopkins method instead of Friedewald's on the proportion of controlled patients. METHODS A single-center cross-sectional study including consecutive post-myocardial infarction patients followed by 20 cardiologists in a tertiary hospital. Data was collected retrospectively from clinical appointments that took place after April 2022. For each patient, the LDL-C levels and attainment of goals were estimated from an ambulatory lipid profile using both Friedewald and Martin-Hopkins equations. A two-tailed p-value of < 0.05 was considered statistically significant for all tests. RESULTS Overall, 400 patients were included (aged 67 ± 13 years, 77% male). Using Friedewald's equation, the median LDL-C under therapy was 64 (50-81) mg/dL, and 31% had LDL-C within goals. High-intensity statins were used in 64% of patients, 37% were on ezetimibe, and 0.5% were under PCSK9 inhibitors. Combination therapy of high-intensity statin + ezetimibe was used in 102 patients (26%). Applying the Martin-Hopkins method would reclassify a total of 31 patients (7.8%). Among those deemed controlled by Friedewald's equation, 27 (21.6%) would have a Martin-Hopkins' LDL-C above goals. CONCLUSIONS Less than one-third of post-myocardial infarction patients had LDL-C within the goal. Applying the Martin-Hopkins equation would reclassify one-fifth of presumably controlled patients into the non-controlled group.
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Affiliation(s)
- Daniel A. Gomes
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Mariana Sousa Paiva
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Pedro Freitas
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
- Hospital da LuzLisboaPortugalHospital da Luz, Lisboa – Portugal
| | - Francisco Albuquerque
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Maria Rita Lima
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Rita Reis Santos
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - João Presume
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Marisa Trabulo
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Carlos Aguiar
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - Jorge Ferreira
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
| | - António M. Ferreira
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
- Hospital da LuzLisboaPortugalHospital da Luz, Lisboa – Portugal
| | - Miguel Mendes
- Hospital de Santa CruzCentro Hospitalar de Lisboa OcidentalLisboaPortugalHospital de Santa Cruz – Centro Hospitalar de Lisboa Ocidental, Lisboa – Portugal
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14
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Martin SS, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Barone Gibbs B, Beaton AZ, Boehme AK, Commodore-Mensah Y, Currie ME, Elkind MSV, Evenson KR, Generoso G, Heard DG, Hiremath S, Johansen MC, Kalani R, Kazi DS, Ko D, Liu J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Perman SM, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Tsao CW, Urbut SM, Van Spall HGC, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2024; 149:e347-e913. [PMID: 38264914 DOI: 10.1161/cir.0000000000001209] [Citation(s) in RCA: 182] [Impact Index Per Article: 182.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2024 AHA Statistical Update is the product of a full year's worth of effort in 2023 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. The AHA strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional global data, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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15
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Vadhariya A, Sharma M, Abughosh SM, Birtcher KK, Chen H, Mohan A, Johnson ML. Patterns of Lipid Lowering Therapy Use Among Older Adults in a Managed Care Advantage Plan in the United States. J Pharm Pract 2024; 37:123-131. [PMID: 36268844 DOI: 10.1177/08971900221128850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: The prevalence of cardiovascular events is increasing. There are many new lipids lowering therapies available in recent years. Increased evidence through literature and guidelines suggests that the use of lipid lowering therapy (LLT) benefits patients who are at risk for cardiovascular events. Objective: The objective of this study was to describe the current LLT use as well as patterns of treatment modification among adults ≥ 65 years. Methods: A retrospective analysis of administrative claims data between January 2016 and May 2018 was conducted. Patients with a LLT refill and continuous enrollment during 1-year prior and 1-year follow-up were identified. The treatment episodes captured were interruption of therapy, intensity changes, dose changes, treatment augmentation, switching, and discontinuation. An analysis of treatment patterns among patients ≥75 years was also performed. Results: The study included 14,360 patients with a LLT of which 99% of patients were on statins as monotherapy or combination. Overall non-statin therapy use either as monotherapy or combination was 2.1%. There were significant differences among new initiators and existing users of therapy. Among prevalent users 57.4% had no changes in the follow-up period, 13.6% interrupted therapy, and 6.6% discontinued. Among new users, 47.9% patients had interrupted therapy, 25% had no changes, and 21.9% discontinued therapy. Conclusion: Most patients were on monotherapy and statins with low non-statin use. The new users among them were more likely to discontinue and interrupt therapy, highlighting the limitations and issues that older patients face that need to increase adherence.
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Affiliation(s)
- Aisha Vadhariya
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Manvi Sharma
- Department of Pharmacy Administration, School of Pharmacy the University of Mississippi, University, MS, USA
| | - Susan M Abughosh
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Kim K Birtcher
- University of Houston College of Pharmacy, Houston, TX, USA
| | - Hua Chen
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Anjana Mohan
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Michael L Johnson
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
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16
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Gier C, Gilchrist I, Fordham M, Riordan L, Milchan E, Patel N, Mojahedi A, Choudhury S, Kits T, Cohen R, Doughtery J, Reilly JP, Kalogeropoulos A, Rahman T, Chen O. The role of structured inpatient lipid protocols in optimizing non-statin lipid lowering therapy: a review and single-center experience. Front Cardiovasc Med 2024; 11:1284562. [PMID: 38333418 PMCID: PMC10851935 DOI: 10.3389/fcvm.2024.1284562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/09/2024] [Indexed: 02/10/2024] Open
Abstract
Dyslipidemia is a leading contributor to atherosclerotic cardiovascular disease (ASCVD). There has been a significant improvement in the treatment of dyslipidemia in the past 10 years with the development of new pharmacotherapies. The intent of this review is help enhance clinicians understanding of non-statin lipid lowering therapies in accordance with the 2022 American College of Cardiology Expert Consensus Clinical Decision Pathway on the Role of Non-statin Therapies for LDL-Cholesterol Lowering. We also present a single-center experience implementing a systematic inpatient protocol for lipid lowering therapy for secondary prevention of ASCVD.
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Affiliation(s)
- Chad Gier
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Ian Gilchrist
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Matthew Fordham
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Luke Riordan
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Ella Milchan
- Stony Brook Renaissance School of Medicine, Stony Brook, NY, United States
| | - Nidhi Patel
- Stony Brook Renaissance School of Medicine, Stony Brook, NY, United States
| | - Azad Mojahedi
- Stony Brook Renaissance School of Medicine, Stony Brook, NY, United States
| | - Sahana Choudhury
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Tara Kits
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Regina Cohen
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Joseph Doughtery
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - John P. Reilly
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Andreas Kalogeropoulos
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Tahmid Rahman
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
| | - On Chen
- Stony Brook Heart Institute, Stony Brook University Hospital, Stony Brook, NY, United States
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17
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Yan P, Yang Y, Zhang X, Zhang Y, Li J, Wu Z, Dan X, Wu X, Chen X, Li S, Xu Y, Wan Q. Association of systemic immune-inflammation index with diabetic kidney disease in patients with type 2 diabetes: a cross-sectional study in Chinese population. Front Endocrinol (Lausanne) 2024; 14:1307692. [PMID: 38239983 PMCID: PMC10795757 DOI: 10.3389/fendo.2023.1307692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 12/11/2023] [Indexed: 01/22/2024] Open
Abstract
Objective Systemic immune-inflammation index (SII), a novel inflammatory marker, has been reported to be associated with diabetic kidney disease (DKD) in the U.S., however, such a close relationship with DKD in other countries, including China, has not been never determined. We aimed to explore the association between SII and DKD in Chinese population. Methods A total of 1922 hospitalized patients with type 2 diabetes mellitus (T2DM) included in this cross-sectional study were divided into three groups based on estimated glomerular filtration rate (eGFR) and urinary albumin-to-creatinine ratio (ACR): non-DKD group, DKD stages 1-2 Alb group, and DKD-non-Alb+DKD stage 3 Alb group. The possible association of SII with DKD was investigated by correlation and multivariate logistic regression analysis, and receiver-operating characteristic (ROC) curves analysis. Results Moving from the non-DKD group to the DKD-non-Alb+DKD stage 3 Alb group, SII level was gradually increased (P for trend <0.01). Partial correlation analysis revealed that SII was positively associated with urinary ACR and prevalence of DKD, and negatively with eGFR (all P<0.01). Multivariate logistic regression analysis showed that SII remained independently significantly associated with the presence of DKD after adjustment for all confounding factors [(odds ratio (OR), 2.735; 95% confidence interval (CI), 1.840-4.063; P < 0.01)]. Moreover, compared with subjects in the lowest quartile of SII (Q1), the fully adjusted OR for presence of DKD was 1.060 (95% CI 0.773-1.455) in Q2, 1.167 (95% CI 0.995-1.368) in Q3, 1.266 (95% CI 1.129-1.420) in the highest quartile (Q4) (P for trend <0.01). Similar results were observed in presence of DKD stages 1-2 Alb or presence of DKD-non- Alb+DKD stage 3 Alb among SII quartiles. Last, the analysis of ROC curves revealed that the best cutoff values for SII to predict DKD, Alb DKD stages 1- 2, and DKD-non-Alb+ DKD stage 3 Alb were 609.85 (sensitivity: 48.3%; specificity: 72.8%), 601.71 (sensitivity: 43.9%; specificity: 72.3%), and 589.27 (sensitivity: 61.1%; specificity: 71.1%), respectively. Conclusion Higher SII is independently associated with an increased risk of the presence and severity of DKD, and SII might be a promising biomarker for DKD and its distinct phenotypes in Chinese population.
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Affiliation(s)
- Pijun Yan
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Yuxia Yang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Xing Zhang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Yi Zhang
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Jia Li
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Zujiao Wu
- Department of Clinical Nutrition, Chengdu Eighth People’s Hospital (Geriatric Hospital of Chengdu Medical College), Chengdu, China
| | - Xiaofang Dan
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Xian Wu
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Xiping Chen
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Shengxi Li
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Yong Xu
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
| | - Qin Wan
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, China
- Sichuan Clinical Research Center for Diabetes and Metabolism, Luzhou, China
- Sichuan Clinical Research Center for Nephropathy, Luzhou, China
- Cardiovascular and Metabolic Diseases Key Laboratory of Luzhou, Luzhou, China
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Lahoz R, Seshagiri D, Electricwala B, Achouba A, Ding Y, Heo JH, Cristino J, Studer R. Clinical characteristics and treatment patterns in patients with atherosclerotic cardiovascular disease with hypercholesterolemia: a retrospective analysis of a large US real-world database cohort. Curr Med Res Opin 2024; 40:15-25. [PMID: 37941428 DOI: 10.1080/03007995.2023.2270901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 10/11/2023] [Indexed: 11/10/2023]
Abstract
OBJECTIVE Guidelines developed by the American College of Cardiology/American Heart Association (ACC/AHA) recommend lipid-lowering therapies (LLTs) to reduce low-density lipoprotein cholesterol (LDL-C) and atherosclerotic cardiovascular disease (ASCVD) risk. This study described LLT utilization patterns and LDL-C goal achievement (to <70 mg/dL) among patients with ASCVD in the United States. METHODS This retrospective study was conducted using Optum's de-identified Clinformatics Data Mart Database (CDM). Patients with their first ASCVD diagnosis (index date) in the CDM database between July 1, 2015, and December 31, 2018, were followed for ≥12 months to assess LLT utilization patterns and change in LDL-C. LLTs included were statins and non-statin LLTs (ezetimibe, fibrates, and proprotein convertase subtilisin/kexin type 9 inhibitors). Adherence was measured as the proportion of days covered (PDC), defined as the number of days with drug on-hand (or number of days exposed to drug) divided by the 12-month follow-up period. Patients with PDC ≥0.8 were considered adherent. RESULTS Among the patients with ASCVD (N = 1,424,893) included in this study, only 621,978 (43.7%) had at least one LDL-C measurement at baseline (6 months prior to and 3 months after the index date). The mean age was 71.5 years, and almost half of the patients were female. Patients were followed for a mean (standard deviation [SD]) duration of 30.6 (11.4) months (median of 29.9 months). During the follow-up, about one-quarter of the patients did not receive any LLT. Among treated patients, 89.5% received statins and 10.5% received non-statin LLT. Less than half (47.6%) of the patients were adherent to the index treatment during the 12-month follow-up. Even in patients receiving combination therapy (statin + non-statin LLT), a sizable proportion (35.8%) showed an increase in LDL-C over the follow-up period. CONCLUSIONS This retrospective study highlighted limited LDL-C monitoring in patients with ASCVD, and unmet need in terms of suboptimal utilization of non-stain LLTs, limited adherence to LLTs, and inadequate lipid control after treatment (among those with LDL-C measurements during the follow-up period) need to be addressed to improve outcomes in this patient cohort.
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Amin K, Bethel G, Jackson LR, Essien UR, Sloan CE. Eliminating Health Disparities in Atrial Fibrillation, Heart Failure, and Dyslipidemia: A Path Toward Achieving Pharmacoequity. Curr Atheroscler Rep 2023; 25:1113-1127. [PMID: 38108997 PMCID: PMC11044811 DOI: 10.1007/s11883-023-01180-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2023] [Indexed: 12/19/2023]
Abstract
PURPOSE OF REVIEW Pharmacoequity refers to the goal of ensuring that all patients have access to high-quality medications, regardless of their race, ethnicity, gender, or other characteristics. The goal of this article is to review current evidence on disparities in access to cardiovascular drug therapies across sociodemographic subgroups, with a focus on heart failure, atrial fibrillation, and dyslipidemia. RECENT FINDINGS Considerable and consistent disparities to life-prolonging heart failure, atrial fibrillation, and dyslipidemia medications exist in clinical trial representation, access to specialist care, prescription of guideline-based therapy, drug affordability, and pharmacy accessibility across racial, ethnic, gender, and other sociodemographic subgroups. Researchers, health systems, and policy makers can take steps to improve pharmacoequity by diversifying clinical trial enrollment, increasing access to inpatient and outpatient cardiology care, nudging clinicians to increase prescription of guideline-directed medical therapy, and pursuing system-level reforms to improve drug access and affordability.
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Affiliation(s)
- Krunal Amin
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Garrett Bethel
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Larry R Jackson
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Utibe R Essien
- Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
- Center for the Study of Healthcare Innovation, Implementation & Policy, Greater Los Angeles VA Healthcare System, Los Angeles, CA, USA
| | - Caroline E Sloan
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA.
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Simioni A, Yi JA, Imran R, Dua A. A systematic review of disparities in the medical management of atherosclerotic cardiovascular disease in females. Semin Vasc Surg 2023; 36:517-530. [PMID: 38030326 DOI: 10.1053/j.semvascsurg.2023.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 12/01/2023]
Abstract
Atherosclerotic cardiovascular disease (ASCVD) is the leading cause of death in the United States and worldwide. Medical management of known modifiable risk factors, such as dyslipidemia, hypertension, and diabetes, is a key aspect to its treatment. Unfortunately, there are substantial sex-based differences in the treatment of ASCVD that result in poor medical management and worse clinical outcomes. The objective of this systematic review was to summarize known disparities in the medical management of ASCVD in females. We included prior studies with specific sex- and sex-based analyses regarding the medical treatment of the following three major disease entities within ASCVD: cerebrovascular disease, coronary artery disease, and peripheral artery disease. A total of 43 articles met inclusion criteria. In our analysis, we found that females were less likely to receive appropriate treatment of dyslipidemia or be prescribed antithrombotic medications. However, treatment differences for diabetes and hypertension by sex were not as clearly represented in the included studies. In addition to rectifying these disparities in the medical management of ASCVD, this systematic review highlights the need to address larger issues, such as underrepresentation of females in clinical trials, decreased access to care, and underdiagnosis of ASCVD to improve overall care for females.
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Affiliation(s)
- Andrea Simioni
- Department of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 E. 17(th) Avenue, Academic Office 1, Room 5415 Mail Stop C312, Aurora, CO, 80045
| | - Jeniann A Yi
- Department of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 E. 17(th) Avenue, Academic Office 1, Room 5415 Mail Stop C312, Aurora, CO, 80045.
| | - Rabbia Imran
- University of Colorado School of Medicine, Aurora, CO
| | - Anahita Dua
- Department of Surgery, Massachusetts General Hospital, Boston, MA
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21
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Liu M, Aggarwal R, Zheng Z, Yeh RW, Kazi DS, Joynt Maddox KE, Wadhera RK. Cardiovascular Health of Middle-Aged U.S. Adults by Income Level, 1999 to March 2020 : A Serial Cross-Sectional Study. Ann Intern Med 2023; 176:1595-1605. [PMID: 37983825 PMCID: PMC11410352 DOI: 10.7326/m23-2109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Although cardiovascular mortality has increased among middle-aged U.S. adults since 2011, how the burden of cardiovascular risk factors has changed for this population by income level over the past 2 decades is unknown. OBJECTIVE To evaluate trends in the prevalence, treatment, and control of cardiovascular risk factors among low-income and higher-income middle-aged adults and how social determinants contribute to recent associations between income and cardiovascular health. DESIGN Serial cross-sectional study. SETTING NHANES (National Health and Nutrition Examination Survey), 1999 to March 2020. PARTICIPANTS Middle-aged adults (aged 40 to 64 years). MEASUREMENTS Age-standardized prevalence of hypertension, diabetes, hyperlipidemia, obesity, and cigarette use; treatment rates for hypertension, diabetes, and hyperlipidemia; and rates of blood pressure, glycemic, and cholesterol control. RESULTS The study population included 20 761 middle-aged adults. The prevalence of hypertension, diabetes, and cigarette use was consistently higher among low-income adults between 1999 and March 2020. Low-income adults had an increase in hypertension over the study period (37.2% [95% CI, 33.5% to 40.9%] to 44.7% [CI, 39.8% to 49.5%]) but no changes in diabetes or obesity. In contrast, higher-income adults did not have a change in hypertension but had increases in diabetes (7.8% [CI, 5.0% to 10.6%] to 14.9% [CI, 12.4% to 17.3%]) and obesity (33.0% [CI, 26.7% to 39.4%] to 44.0% [CI, 40.2% to 47.7%]). Cigarette use was high and stagnant among low-income adults (33.2% [CI, 28.4% to 38.0%] to 33.9% [CI, 29.6% to 38.3%]) but decreased among their higher-income counterparts (18.6% [CI, 13.5% to 23.7%] to 11.5% [CI, 8.7% to 14.3%]). Treatment and control rates for hypertension were unchanged in both groups (>80%), whereas diabetes treatment rates improved only among the higher-income group (58.4% [CI, 44.4% to 72.5%] to 77.4% [CI, 67.6% to 87.1%]). Income-based disparities in hypertension, diabetes, and cigarette use persisted in more recent years even after adjustment for insurance coverage, health care access, and food insecurity. LIMITATION Sample size limitations could preclude detection of small changes in treatment and control rates. CONCLUSION Over 2 decades in the United States, hypertension increased in low-income middle-aged adults, whereas diabetes and obesity increased in their higher-income counterparts. Income-based disparities in hypertension, diabetes, and smoking persisted even after adjustment for other social determinants of health. PRIMARY FUNDING SOURCE National Institutes of Health.
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Affiliation(s)
- Michael Liu
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts (M.L., R.W.Y., D.S.K., R.K.W.)
| | - Rahul Aggarwal
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, and Heart and Vascular Center, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts (R.A.)
| | - Zhaonian Zheng
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts (Z.Z.)
| | - Robert W Yeh
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts (M.L., R.W.Y., D.S.K., R.K.W.)
| | - Dhruv S Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts (M.L., R.W.Y., D.S.K., R.K.W.)
| | - Karen E Joynt Maddox
- Cardiovascular Division, Washington University School of Medicine, St. Louis, Missouri (K.E.J.M.)
| | - Rishi K Wadhera
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts (M.L., R.W.Y., D.S.K., R.K.W.)
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Ostrominski JW, Arnold SV, Butler J, Fonarow GC, Hirsch JS, Palli SR, Donato BMK, Parrinello CM, O’Connell T, Collins EB, Woolley JJ, Kosiborod MN, Vaduganathan M. Prevalence and Overlap of Cardiac, Renal, and Metabolic Conditions in US Adults, 1999-2020. JAMA Cardiol 2023; 8:1050-1060. [PMID: 37755728 PMCID: PMC10535010 DOI: 10.1001/jamacardio.2023.3241] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 08/04/2023] [Indexed: 09/28/2023]
Abstract
Importance Individually, cardiac, renal, and metabolic (CRM) conditions are common and leading causes of death, disability, and health care-associated costs. However, the frequency with which CRM conditions coexist has not been comprehensively characterized to date. Objective To examine the prevalence and overlap of CRM conditions among US adults currently and over time. Design, Setting, and Participants To establish prevalence of CRM conditions, nationally representative, serial cross-sectional data included in the January 2015 through March 2020 National Health and Nutrition Examination Survey (NHANES) were evaluated in this cohort study. To assess temporal trends in CRM overlap, NHANES data between 1999-2002 and 2015-2020 were compared. Data on 11 607 nonpregnant US adults (≥20 years) were included. Data analysis occurred between November 10, 2020, and November 23, 2022. Main Outcomes and Measures Proportion of participants with CRM conditions, overall and stratified by age, defined as cardiovascular disease (CVD), chronic kidney disease (CKD), type 2 diabetes (T2D), or all 3. Results From 2015 through March 2020, of 11 607 US adults included in the analysis (mean [SE] age, 48.5 [0.4] years; 51.0% women), 26.3% had at least 1 CRM condition, 8.0% had at least 2 CRM conditions, and 1.5% had 3 CRM conditions. Overall, CKD plus T2D was the most common CRM dyad (3.2%), followed by CVD plus T2D (1.7%) and CVD plus CKD (1.6%). Participants with higher CRM comorbidity burden were more likely to be older and male. Among participants aged 65 years or older, 33.6% had 1 CRM condition, 17.1% had 2 CRM conditions, and 5.0% had 3 CRM conditions. Within this subset, CKD plus T2D (7.3%) was most common, followed by CVD plus CKD (6.0%) and CVD plus T2D (3.8%). The CRM comorbidity burden was disproportionately high among participants reporting non-Hispanic Black race or ethnicity, unemployment, low socioeconomic status, and no high school degree. Among participants with 3 CRM conditions, nearly one-third (30.5%) did not report statin use, and only 4.8% and 3.0% used glucagon-like peptide-1 receptor agonists and sodium-glucose cotransporter 2 inhibitors, respectively. Between 1999 and 2020, the proportion of US adults with multiple CRM conditions increased significantly (from 5.3% to 8.0%; P < .001 for trend), as did the proportion having all 3 CRM conditions (0.7% to 1.5%; P < .001 for trend). Conclusions and Relevance This cohort study found that CRM multimorbidity is increasingly common and undertreated among US adults, highlighting the importance of collaborative and comprehensive management strategies.
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Affiliation(s)
- John W. Ostrominski
- Brigham and Women’s Hospital Heart & Vascular Center and Harvard Medical School, Boston, Massachusetts
| | - Suzanne V. Arnold
- Saint Luke’s Mid America Heart Institute and University of Missouri–Kansas City, Kansas City
| | - Javed Butler
- Baylor Scott and White Research Institute, Dallas, Texas
- Department of Medicine, University of Mississippi, Jackson
| | - Gregg C. Fonarow
- Division of Cardiology, University of California, Los Angeles Medical Center, David Geffen School of Medicine, Los Angeles
| | - Jamie S. Hirsch
- Division of Kidney Diseases and Hypertension, Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Great Neck, New York
| | - Swetha R. Palli
- Boehringer Ingelheim Pharmaceuticals, Ridgefield, Connecticut
| | | | | | | | | | | | - Mikhail N. Kosiborod
- Saint Luke’s Mid America Heart Institute and University of Missouri–Kansas City, Kansas City
| | - Muthiah Vaduganathan
- Brigham and Women’s Hospital Heart & Vascular Center and Harvard Medical School, Boston, Massachusetts
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23
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Glarner N, Puelacher C, Gualandro DM, Lurati Buse G, Hidvegi R, Bolliger D, Lampart A, Burri K, Pargger M, Gerhard H, Weder S, Maiorano S, Meister R, Tschan C, Osswald S, Steiner LA, Guerke L, Kappos EA, Clauss M, Filipovic M, Arenja N, Mueller C. Guideline adherence to statin therapy and association with short-term and long-term cardiac complications following noncardiac surgery: A cohort study. Eur J Anaesthesiol 2023; 40:854-864. [PMID: 37747427 DOI: 10.1097/eja.0000000000001903] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
BACKGROUND Peri-operative complications are common and associated with high morbidity and mortality. Optimising the use of statins might be of important benefit in peri-operative care and reduce morbidity and mortality. OBJECTIVE To evaluate adherence to current guideline recommendations regarding statin therapy and its association with peri-operative and long-term cardiac complications. DESIGN Prospective cohort study. SETTING Multicentre study with enrolment from October 2014 to February 2018. PATIENTS Eight thousand one hundred and sixteen high-risk inpatients undergoing major noncardiac surgery who were eligible for the institutional peri-operative myocardial injury/infarction (PMI) active surveillance and response program. MAIN OUTCOME MEASURES Class I indications for statin therapy were derived from the current ESC Clinical Practice Guidelines during the time of enrolment. PMI was prospectively defined as an absolute increase in cTn concentration of the 99th percentile in healthy individuals above the preoperative concentration within the first three postoperative days. Long-term cardiac complications included cardiovascular death and spontaneous myocardial infarction (MI) within 120 days. RESULTS The mean age was 73.7 years; 45.2% were women. Four thousand two hundred and twenty-seven of 8116 patients (52.1%) had a class I indication for statin therapy. Of these, 2440 of 4227 patients (57.7%) were on statins preoperatively. Adherence to statins was lower in women than in men (46.9 versus 63.9%, P < 0.001). PMI due to type 1 myocardial infarction/injury (T1MI; n = 42), or likely type 2 MI (lT2MI; n = 466) occurred in 508 of 4170 (12.2%) patients. The weighted odds ratio in patients on statin therapy was 1.15 [95% confidence interval (CI) 1.01 to 1.31, P = 0.036]. During the 120-day follow-up, 192 patients (4.6%) suffered cardiovascular death and spontaneous MI. After multivariable adjustment, preoperative use of statins was associated with reduced risk; weighted hazard ratio 0.59 (95% CI 0.41 to 0.86, P = 0.006). CONCLUSION Adherence to guideline-recommended statin therapy was suboptimal, particularly in women. Statin use was associated with an increased risk of PMI due to T1MI and lT2MI but reduced risk of cardiovascular death and spontaneous MI within 120 days. TRIAL REGISTRATION Clinicaltrials.gov identifier NCT02573532.
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Affiliation(s)
- Noemi Glarner
- From the Department of Cardiology, Cardiovascular Research Institute Basel (CRIB), University Hospital Basel, University of Basel, Switzerland (NG, CP, DMG, KB, MP, HG, SW, SM, RM, CT, SO, NA, CM), GREAT Network (NG, CP, DMG, KB, MP, HG, SW, SM, RM, NA, CM), Department of Anaesthesiology, University Hospital Dusseldorf, Germany (GLB), Department of Anaesthesiology, Cantonal Hospital St. Gallen, Switzerland (RH, MF), Department of Anaesthesiology, University Hospital Basel, University of Basel, Switzerland (DB, AL, KB, LAS), Department of Clinical Research, University Hospital Basel, University of Basel, Switzerland (LAS), Department of Vascular Surgery, University Hospital Basel, University of Basel, Switzerland (LG), Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, University of Basel, Switzerland (EAK), Department of Orthopaedics and Trauma Surgery, University Hospital Basel, University of Basel, Switzerland (MC), Centre for Musculoskeletal Infections, University Hospital Basel, University of Basel, Switzerland (MC), Department of Cardiology, Cantonal Hospital Olten, Switzerland (NA)
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Mefford MT, Zhou M, Zhou H, Derakhshan H, Harrison TN, Zia M, Kanter MH, Scott RD, Imley TM, Sanders MA, Timmins R, Reynolds K. Safety Net Program to Improve Statin Initiation Among Adults With High Low-Density Lipoprotein Cholesterol. Am J Prev Med 2023; 65:687-695. [PMID: 37100184 DOI: 10.1016/j.amepre.2023.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/19/2023] [Accepted: 04/20/2023] [Indexed: 04/28/2023]
Abstract
INTRODUCTION Despite their effectiveness in reducing low-density lipoprotein cholesterol and cardiovascular disease risk, high-intensity statins are underutilized among adults with low-density lipoprotein cholesterol ≥190 mg/dL. This study determined whether a safety net program (SureNet) facilitating medication and laboratory test orders improved statin initiation and laboratory test completions after (SureNet period: April 2019-September 2021) and before implementation (pre-SureNet period: January 2016-September 2018). METHODS Kaiser Permanente Southern California members aged 20-60 years with low-density lipoprotein cholesterol ≥190 mg/dL and no statin use in previous 2-6 months were included in this retrospective cohort study. Statin orders within 14 days and statin fills, laboratory test completions, and improved low-density lipoprotein cholesterol within 180 days of the high low-density lipoprotein cholesterol (pre-SureNet) or outreach (SureNet period) were compared. Analyses were conducted in 2022. RESULTS Overall, 3,534 and 3,555 adults were eligible for statin initiation during the pre-SureNet and SureNet periods, respectively. Overall, 759 (21.5%) and 976 (27.5%) had a statin approved by their physician during pre-SureNet and SureNet periods, respectively (p<0.001). After multivariable adjustment for demographics and clinical characteristics, adults during the SureNet period had a higher likelihood of receiving a statin order (prevalence ratio=1.36, 95% CI=1.25, 1.48), filling their statin (prevalence ratio=1.32, 95% CI=1.26, 1.38), completing their laboratories (prevalence ratio=1.41, 95% CI=1.26, 1.58), and improving low-density lipoprotein cholesterol (prevalence ratio=1.21, 95% CI=1.07, 1.37) than in pre-Surenet period. CONCLUSIONS The SureNet program was able to improve prescription orders, fills, laboratory test completions, and lower low-density lipoprotein cholesterol. Optimizing both physician adherence to treatment guidelines; and patient adherence to the program may improve low-density lipoprotein cholesterol lowering.
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Affiliation(s)
- Matthew T Mefford
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California.
| | - Matt Zhou
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Hui Zhou
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Hananeh Derakhshan
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Teresa N Harrison
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Mona Zia
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Michael H Kanter
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Ronald D Scott
- Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
| | - Tracy M Imley
- Quality and Clinical Analysis, Southern California Permanente Medical Group, Pasadena, California
| | - Mark A Sanders
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Royann Timmins
- Regional SureNet, Complete Care Support Programs, Southern California Permanente Medical Group, Pasadena, California
| | - Kristi Reynolds
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
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25
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Xu Y, Zheng X, Li Y, Ye X, Cheng H, Wang H, Lyu J. Exploring patient medication adherence and data mining methods in clinical big data: A contemporary review. J Evid Based Med 2023; 16:342-375. [PMID: 37718729 DOI: 10.1111/jebm.12548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Increasingly, patient medication adherence data are being consolidated from claims databases and electronic health records (EHRs). Such databases offer an indirect avenue to gauge medication adherence in our data-rich healthcare milieu. The surge in data accessibility, coupled with the pressing need for its conversion to actionable insights, has spotlighted data mining, with machine learning (ML) emerging as a pivotal technique. Nonadherence poses heightened health risks and escalates medical costs. This paper elucidates the synergistic interaction between medical database mining for medication adherence and the role of ML in fostering knowledge discovery. METHODS We conducted a comprehensive review of EHR applications in the realm of medication adherence, leveraging ML techniques. We expounded on the evolution and structure of medical databases pertinent to medication adherence and harnessed both supervised and unsupervised ML paradigms to delve into adherence and its ramifications. RESULTS Our study underscores the applications of medical databases and ML, encompassing both supervised and unsupervised learning, for medication adherence in clinical big data. Databases like SEER and NHANES, often underutilized due to their intricacies, have gained prominence. Employing ML to excavate patient medication logs from these databases facilitates adherence analysis. Such findings are pivotal for clinical decision-making, risk stratification, and scholarly pursuits, aiming to elevate healthcare quality. CONCLUSION Advanced data mining in the era of big data has revolutionized medication adherence research, thereby enhancing patient care. Emphasizing bespoke interventions and research could herald transformative shifts in therapeutic modalities.
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Affiliation(s)
- Yixian Xu
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinkai Zheng
- Department of Dermatology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yuanjie Li
- Planning & Discipline Construction Office, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Xinmiao Ye
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Hongtao Cheng
- School of Nursing, Jinan University, Guangzhou, China
| | - Hao Wang
- Department of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Jun Lyu
- Department of Clinical Research, The First Affiliated Hospital of Jinan University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Guangzhou, China
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Aboyans V, Chastaingt L. What LEADs to the under-treatment of patients with lower-extremity artery disease? Eur J Prev Cardiol 2023; 30:1090-1091. [PMID: 36929828 DOI: 10.1093/eurjpc/zwad081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 03/18/2023]
Affiliation(s)
- Victor Aboyans
- EpiMaCT, Inserm 1094/IRD270, Limoges University, 2, Rue du docteur Marcland, 87025 Limoges, France
- Department of Cardiology, Dupuytren-2 University Hospital, 2, Martin Luther King Ave., 87042 Limoges, France
| | - Lucie Chastaingt
- EpiMaCT, Inserm 1094/IRD270, Limoges University, 2, Rue du docteur Marcland, 87025 Limoges, France
- Department of Vascular Surgery & Medicine, Dupuytren-2 University Hospital, 2, Martin Luther King Ave., 87042 Limoges, France
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Bager LGV, Petersen JK, Havers-Borgersen E, Resch T, Smolderen KG, Mena-Hurtado C, Eiberg J, Køber L, Fosbøl EL. The use of evidence-based medical therapy in patients with critical limb-threatening ischaemia. Eur J Prev Cardiol 2023; 30:1092-1100. [PMID: 36708037 DOI: 10.1093/eurjpc/zwad022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/30/2022] [Accepted: 01/24/2023] [Indexed: 01/29/2023]
Abstract
AIMS To describe the practice patterns of evidence-based medical therapy (EBM) and overall mortality in high-risk patients with critical limb-threatening ischaemia (CLTI), compared with patients with myocardial infarction (MI). METHODS AND RESULTS Using Danish registries, we identified patients 40-100 years of age with a first-time hospitalization for CLTI or MI from 2008-2018 and grouped them into CLTI, MI, and CLTI and history of MI (CLTI + MI). We examined the likelihood of filling prescriptions with EBM [i.e. antiplatelets (Aps), lipid-lowering agents (LLAs), angiotensin-converting enzyme inhibitor (ACEi), or angiotensin II-receptor blockers (ARBs)] within 3 months after discharge among survivors. Further, we assessed the adjusted 3-year mortality rates. We included 92 845 patients: 14 941 with CLTI (54.7% male), 74 830 with MI (64.6% male) and 3,074 with CLTI + MI (65.2% male). Patients with CLTI and CLTI + MI were older and had more comorbidities than patients with MI. Compared with patients with MI, the unadjusted odds ratios of filling prescriptions were 0.15 [confidence interval (CI): 0.14-0.15] for AP, 0.26 (CI: 0.25-0.27) for LLA, and 0.71 (CI: 0.69-0.74) for ARB/ACEi in patients with CLTI, and 0.22 (CI: 0.20-0.24) for AP, 0.38 (CI: 0.35-0.42) for LLA, and 1.17 (CI: 1.08-1.27) for ARB/ACEi in patients with CLTI + MI. Adjusted analyses showed similar results. Compared with patients with MI, adjusted 3-year hazard ratios for mortality were 1.69 (CI: 1.64-1.74) in patients with CLTI and 1.60 (CI: 1.51-1.69) in patients with CLTI + MI. CONCLUSION Patients with CLTI were undertreated with EBM and carried a more adverse prognosis, as compared with patients with MI, despite similar guidelines.
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Affiliation(s)
- Lucas Grove Vejlstrup Bager
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Jeppe Kofoed Petersen
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Eva Havers-Borgersen
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Timothy Resch
- Department of Vascular Surgery, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Kim G Smolderen
- Yale Medicine, Department of Internal Medicine, Section of Cardiovascular Medicine, 789 Howard Avenue, New Haven, CT 06519, USA
- Yale Medicine, Department of Psychiatry, Section of Psychology, 789 Howard Avenue, New Haven, CT 06519, USA
| | - Carlos Mena-Hurtado
- Yale Medicine, Department of Internal Medicine, Section of Cardiovascular Medicine, 789 Howard Avenue, New Haven, CT 06519, USA
| | - Jonas Eiberg
- Department of Vascular Surgery, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
- Copenhagen Academy of Medical Education and Simulation (CAMES), Capital Region of Denmark, Ryesgade 53B, 2100 Copenhagen, Denmark
| | - Lars Køber
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
| | - Emil Loldrup Fosbøl
- Department of Cardiology, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, 2100 Copenhagen, Denmark
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Hussain A, Ramsey D, Lee M, Mahtta D, Khan MS, Nambi V, Ballantyne CM, Petersen LA, Walker AD, Kayani WT, Butler J, Slipczuk L, Rogers JG, Bozkurt B, Navaneethan SD, Virani SS. Utilization Rates of SGLT2 Inhibitors Among Patients With Type 2 Diabetes, Heart Failure, and Atherosclerotic Cardiovascular Disease: Insights From the Department of Veterans Affairs. JACC. HEART FAILURE 2023; 11:933-942. [PMID: 37204363 DOI: 10.1016/j.jchf.2023.03.024] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 03/20/2023] [Accepted: 03/31/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Multiple clinical trials have demonstrated significant cardiovascular benefit with use of sodium-glucose cotransporter-2 (SGLT2) inhibitors in patients with type 2 diabetes (T2DM) and heart failure (HF) irrespective of ejection fraction. There are limited data evaluating real-world prescription and practice patterns of SGLT2 inhibitors. OBJECTIVES The authors sought to assess utilization rates and facility-level variation in the use among patients with established atherosclerotic cardiovascular disease (ASCVD), HF, and T2DM using data from the nationwide Veterans Affairs health care system. METHODS The authors included patients with established ASCVD, HF, and T2DM seen by a primary care provider between January 1, 2020, and December 31, 2020. They assessed the use of SGLT2 inhibitors and the facility-level variation in their use. Facility-level variation was computed using median rate ratios, a measure of likelihood that 2 random facilities differ in use of SGLT2 inhibitors. RESULTS Among 105,799 patients with ASCVD, HF, and T2DM across 130 Veterans Affairs facilities, 14.6% received SGLT2 inhibitors. Patients receiving SGLT2 inhibitors were younger men with higher hemoglobin A1c and estimated glomerular filtration rate and were more likely to have HF with reduced ejection fraction and ischemic heart disease. There was significant facility-level variation of SGLT2 inhibitor use, with an adjusted median rate ratio of 1.55 (95% CI: 1.46-1.64), indicating a 55% residual difference in SGLT2 inhibitor use among similar patients with ASCVD, HF, and T2DM receiving care at 2 random facilities. CONCLUSIONS Utilization rates of SGLT2 inhibitors are low in patients with ASCVD, HF, and T2DM, with high residual facility-level variation. These findings suggest opportunities to optimize SGLT2 inhibitor use to prevent future adverse cardiovascular events.
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Affiliation(s)
- Aliza Hussain
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - David Ramsey
- Health Policy, Quality and Informatics Program, Michael E. DeBakey Veterans Affairs Medical Center Health Services Research and Development Center for Innovations in Quality, Effectiveness, and Safety, Houston, Texas, USA; Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Michelle Lee
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Dhruv Mahtta
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | | | - Vijay Nambi
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Christie M Ballantyne
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Laura A Petersen
- Section of Health Services Research, Baylor College of Medicine, Houston, Texas, USA
| | - Adrienne D Walker
- Baylor Scott and White Research Institute, Baylor Scott and White, Dallas, Texas, USA
| | - Waleed T Kayani
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Javed Butler
- Baylor Scott and White Research Institute, Baylor Scott and White, Dallas, Texas, USA; Department of Medicine, University of Mississippi School of Medicine, Jackson, Mississippi, USA
| | - Leandro Slipczuk
- Cardiology Division, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, USA
| | - Joseph G Rogers
- Department of Cardiology, Texas Heart Institute, Houston, Texas, USA
| | - Biykem Bozkurt
- Department of Medicine, Cardiology Section, Winters Center for Heart Failure Research, Cardiovascular Research Institute, Baylor College of Medicine, DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Sankar D Navaneethan
- Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Section of Nephrology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA; Institute of Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Salim S Virani
- The Aga Khan University, Karachi, Pakistan; Michael E. DeBakey Veterans Affairs Medical Center, Texas Heart Institute, and Baylor College of Medicine, Houston, Texas.
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Lee M, Hong YA, Myong JP, Lee K, Park MW, Kim DW. Trends and outcome of statin therapy in dialysis patients with atherosclerotic cardiovascular diseases: A population-based cohort study. PLoS One 2023; 18:e0286670. [PMID: 37267287 DOI: 10.1371/journal.pone.0286670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 05/22/2023] [Indexed: 06/04/2023] Open
Abstract
BACKGROUND Although statins are an effective strategy for the secondary prevention of atherosclerotic cardiovascular disease (ASCVD) in the general population, the benefits for dialysis patients are controversial. We sought to assess trends of statin use and evaluate outcomes of statin therapy in dialysis patients with different types of ASCVD. METHODS This nationwide retrospective population-based cohort study using data from the Korean National Health Insurance Service included adult patients (aged ≥ 18 years) undergoing chronic dialysis who had an initial ASCVD event in the time period of 2013 to 2018. Annual trends of statin use according to age, sex, and ASCVD types were analyzed. The association between 1-year mortality and statin use was examined using multivariable Cox proportional hazards regression analyses. RESULTS Among 17,242 subjects, 9,611(55.7%) patients were statin users. The overall prevalence of statin use increased from 52.9% in 2013 to 57.7% in 2018; the majority (77%) of dialysis patients were prescribed moderate-intensity statins. The proportions of low- or moderate-intensity statin use were similar, but high-intensity statin use increased from 5.7% in 2013 to 10.5% in 2018. The use of the statin/ezetimibe combination has gradually increased since 2016. Statin use was independently associated with the reduced 1-year all-cause mortality after adjusting for confounding factors (hazard ratio [HR] 0.89, 95% confidence interval [CI] 0.80-0.96, P = 0.004). CONCLUSION The prevalence of statin prescriptions in dialysis patients after ASCVD event increased from 2013 to 2018. Most patients received moderate-intensity statin. However, high-intensity statin and statin/ezetimibe combination therapy has remarkably increased. Statin use was associated with decreased 1-year all-cause mortality in dialysis patients with ASCVD.
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Affiliation(s)
- Myunhee Lee
- Division of Cardiology, Department of Internal Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
- Catholic Research Institute for Intractable Cardiovascular Disease CRID, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yu Ah Hong
- Division of Nephrology, Department of Internal Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
| | - Jun-Pyo Myong
- Department of Occupational and Environmental Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
| | - Kyusup Lee
- Division of Cardiology, Department of Internal Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
- Catholic Research Institute for Intractable Cardiovascular Disease CRID, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Mahn-Won Park
- Division of Cardiology, Department of Internal Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
- Catholic Research Institute for Intractable Cardiovascular Disease CRID, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dae-Won Kim
- Division of Cardiology, Department of Internal Medicine, Daejeon St. Mary's Hospital, The Catholic University of Korea, Seoul, Korea
- Catholic Research Institute for Intractable Cardiovascular Disease CRID, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Hu X, Cristino J, Gautam R, Mehta R, Amari D, Heo JH, Wang S, Wong ND. Characteristics and lipid lowering treatment patterns in patients tested for lipoprotein(a): A real-world US study. Am J Prev Cardiol 2023; 14:100476. [PMID: 36936405 PMCID: PMC10015179 DOI: 10.1016/j.ajpc.2023.100476] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 02/06/2023] [Accepted: 02/14/2023] [Indexed: 02/25/2023] Open
Abstract
Objective Elevated lipoprotein(a) [Lp(a)] is a risk factor for atherosclerotic cardiovascular disease (ASCVD) and has no approved pharmacotherapies. Limited real-world data exists on the proportion of patients with available Lp(a) test results, characteristics of these patients, and their use of lipid lowering therapies (LLTs) for secondary prevention (SP) and primary prevention (PP) of ASCVD. Methods Patients with measured Lp(a) receiving LLTs for SP or PP of ASCVD were identified in the Optum Clinformatics® Data Mart database. Lp(a) distribution and LLT utilization including persistence and adherence were assessed. Logistic regression was used to assess the association between Lp(a) levels and low-density lipoprotein cholesterol (LDL-C) levels after index LLT, adjusting for baseline characteristics. Results Overall, 2154 SP and 7179 PP patients met eligibility criteria. Of patients with available laboratory data, only 0.7% (SP) and 0.6% (PP) had Lp(a) test results. In the SP cohort, Lp(a) levels ≥125 nmol/L and ≥175 nmol/L were 26.4% and 17.6%, respectively, and the mean (SD) Lp(a) levels (overall SP cohort 90.4 [97.9] nmol/L) were highest in Black patients (123.4 [117.4]; p<0.001). Statin monotherapy was the most frequently prescribed LLT in SP patients overall (89.4%). Median (interquartile range [IQR]) persistence of LLTs was 227 (91, 649) days and 33.6% achieved ≥80% proportion of days covered (PDC). Patients with Lp(a) ≥175 nmol/L had 2.1 times greater odds of having elevated LDL-C (≥70 mg/dL) post-LLT than those with Lp(a) <175 nmol/L (p = 0.031). Similar findings were observed in the PP population. Conclusions Lp(a) screening was rare. Elevated Lp(a) was observed in more than one-quarter of patients receiving LLTs, with the highest mean Lp(a) levels observed in Black patients. Low adherence to LLTs was prevalent and at least half of patients failed to achieve their respective LDL-C target thresholds despite treatment. Finally, high Lp(a) levels were associated with worse LDL-C control.
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Affiliation(s)
- Xingdi Hu
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
| | | | | | - Rina Mehta
- TG Therapeutics, Inc., New York, NY, USA
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Lindner SR, Balasubramanian B, Marino M, McConnell KJ, Kottke TE, Edwards ST, Cykert S, Cohen DJ. Estimating the Cardiovascular Disease Risk Reduction of a Quality Improvement Initiative in Primary Care: Findings from EvidenceNOW. J Am Board Fam Med 2023; 36:462-476. [PMID: 37169589 PMCID: PMC10830125 DOI: 10.3122/jabfm.2022.220331r1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 01/31/2023] [Accepted: 02/01/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND This study estimates reductions in 10-year atherosclerotic cardiovascular disease (ASCVD) risk associated with EvidenceNOW, a multi-state initiative that sought to improve cardiovascular preventive care in the form of (A)spirin prescribing for high-risk patients, (B)lood pressure control for people with hypertension, (C)holesterol management, and (S)moking screening and cessation counseling (ABCS) among small primary care practices by providing supportive interventions such as practice facilitation. DESIGN We conducted an analytic modeling study that combined (1) data from 1,278 EvidenceNOW practices collected 2015 to 2017; (2) patient-level information of individuals ages 40 to 79 years who participated in the 2015 to 2016 National Health and Nutrition Examination Survey (n = 1,295); and (3) 10-year ASCVD risk prediction equations. MEASURES The primary outcome measure was 10-year ASCVD risk. RESULTS EvidenceNOW practices cared for an estimated 4 million patients ages 40 to 79 who might benefit from ABCS interventions. The average 10-year ASCVD risk of these patients before intervention was 10.11%. Improvements in ABCS due to EvidenceNOW reduced their 10-year ASCVD risk to 10.03% (absolute risk reduction: -0.08, P ≤ .001). This risk reduction would prevent 3,169 ASCVD events over 10 years and avoid $150 million in 90-day direct medical costs. CONCLUSION Small preventive care improvements and associated reductions in absolute ASCVD risk levels can lead to meaningful life-saving benefits at the population level.
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Affiliation(s)
- Stephan R Lindner
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC).
| | - Bijal Balasubramanian
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - Miguel Marino
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - K John McConnell
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - Thomas E Kottke
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - Samuel T Edwards
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - Sam Cykert
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
| | - Deborah J Cohen
- From the Center for Health Systems Effectiveness, Oregon Health & Science University (SRL, KJM); OHSU-PSU School of Public Health (SRL, MM, KJM); Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health in Dallas (BB); Department of Family Medicine, Oregon Health & Science University (MM, STE, DJC); HealthPartners Institute, Minneapolis, Minnesota (TEK); Section of General Internal Medicine, Veterans Affairs Portland Health Care System (STE); The Cecil G. Sheps Center for Health Services Research and Division of General Internal Medicine and Clinical Epidemiology, The University of North Carolina School of Medicine at Chapel Hill, Chapel Hill (DJC); Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University (DJC)
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Åivo J, Ruuskanen JO, Tornio A, Rautava P, Kytö V. Lack of Statin Therapy and Outcomes After Ischemic Stroke: A Population-Based Study. Stroke 2023; 54:781-790. [PMID: 36748465 PMCID: PMC10561684 DOI: 10.1161/strokeaha.122.040536] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/22/2022] [Accepted: 01/18/2023] [Indexed: 02/08/2023]
Abstract
BACKGROUND Statin treatment is effective at preventing adverse vascular events after ischemic stroke (IS). However, many patients fail to use statins after IS. We studied the impact of not using statins after IS on adverse outcomes. METHODS IS patients (n=59 588) admitted to 20 Finnish hospitals were retrospectively studied. Study data were combined from national registries on hospital admissions, mortality, cancer diagnoses, prescription medication purchases, and permissions for special reimbursements for medications. Usage of prescription medication was defined as drug purchase within 90 days after hospital discharge. Ongoing statin use during follow-up was analyzed in 90-day intervals. Differences in baseline features, comorbidities, other medications, and recanalization therapies were balanced with inverse probability of treatment weighting. Median follow-up was 5.7 years. RESULTS Statin therapy was not used by 27.1% of patients within 90 days after IS discharge, with women and older patients using statins less frequently. The average proportion of patients without ongoing statin during the 12-year follow-up was 36.0%. Patients without early statins had higher all-cause mortality at 1 year (7.5% versus 4.4% in patients who did use statins; hazard ratio [HR], 1.74 [CI, 1.61-1.87]) and 12 years (56.8% versus 48.6%; HR, 1.37 [CI, 1.33-1.41]). Cumulative incidence of major adverse cerebrovascular or cardiovascular event was higher at 1 year (subdistribution HR, 1.36 [CI, 1.29-1.43]) and 12 years (subdistribution HR, 1.21 [CI, 1.18-1.25]) without early statin use. Cardiovascular death, recurrent IS, and myocardial infarction were more frequent without early statin use. Early statin use was not associated with hemorrhagic stroke during follow-up. Lack of ongoing statin during follow-up was associated with risk of death in time-dependent analysis (adjusted HR, 3.03 [CI, 2.96-3.23]). CONCLUSIONS Lack of statin treatment after IS is associated with adverse long-term outcomes. Measures to further improve timely statin use after IS are needed.
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Affiliation(s)
- Julia Åivo
- Neurocenter, Department of Neurology, Turku University Hospital and University of Turku, Finland (J.Å., J.O.R.)
| | - Jori O. Ruuskanen
- Neurocenter, Department of Neurology, Turku University Hospital and University of Turku, Finland (J.Å., J.O.R.)
| | - Aleksi Tornio
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Finland (A.T.)
- Unit of Clinical Pharmacology, Turku University Hospital, Finland (A.T.)
| | - Päivi Rautava
- Department of Public Health, University of Turku, Finland (P.R.)
- Turku Clinical Research Centre, Turku University Hospital, Finland (P.R., V.K.)
| | - Ville Kytö
- Turku Clinical Research Centre, Turku University Hospital, Finland (P.R., V.K.)
- Heart Center, Turku University Hospital and University of Turku, Finland (V.K.)
- Research Center of Applied and Preventive Cardiovascular Medicine, University of Turku, Finland (V.K.)
- Center for Population Health Research, Turku University Hospital and University of Turku, Finland (V.K.)
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Conte MS. Vascular health and the health of vascular surgery-2021 Western Vascular Society Presidential Address. Semin Vasc Surg 2023; 36:1-8. [PMID: 36958890 DOI: 10.1053/j.semvascsurg.2023.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 01/26/2023] [Indexed: 02/04/2023]
Affiliation(s)
- Michael S Conte
- Division of Vascular and Endovascular Surgery, University of California, San Francisco, 400 Parnassus Avenue, A-501, San Francisco, CA 94143-0957.
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Tsao CW, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Beaton AZ, Boehme AK, Buxton AE, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Fugar S, Generoso G, Heard DG, Hiremath S, Ho JE, Kalani R, Kazi DS, Ko D, Levine DA, Liu J, Ma J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Virani SS, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2023 Update: A Report From the American Heart Association. Circulation 2023; 147:e93-e621. [PMID: 36695182 DOI: 10.1161/cir.0000000000001123] [Citation(s) in RCA: 1550] [Impact Index Per Article: 1550.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2023 Statistical Update is the product of a full year's worth of effort in 2022 by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. The American Heart Association strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional COVID-19 (coronavirus disease 2019) publications, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Mansi ET, Banks S, Littman AJ, Weiss NS. Association between sociodemographic factors and cholesterol-lowering medication use in U.S. adults post-myocardial infarction. PLoS One 2023; 18:e0281607. [PMID: 36758062 PMCID: PMC9910652 DOI: 10.1371/journal.pone.0281607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 01/26/2023] [Indexed: 02/10/2023] Open
Abstract
INTRODUCTION Cholesterol-lowering medications offer effective secondary prevention after myocardial infarction (MI). Our objective was to evaluate the association between sociodemographic factors and cholesterol-lowering medication use in high-risk adults. METHODS We conducted an analysis using weighted data from 31,408 participants in the 2017 and 2019 Behavioral Risk Factor Surveillance Systems cross-sectional surveys, who had a self-reported history of MI and high blood cholesterol. The sociodemographic factors evaluated were sex, age, race and ethnicity, annual household income, education level, relationship status, and reported healthcare coverage. We estimated the weighted prevalence of medication use, and weighted prevalence differences (with 95% confidence intervals) across categories, adjusting for sex, age group, healthcare coverage, smoking status, hypertension, and diabetes. RESULTS AND DISCUSSION Overall, 83% of survey participants with a self-reported history of both MI and high blood cholesterol reported currently using a cholesterol-lowering medication. The prevalence of use was only 61% in those without self-reported healthcare coverage, compared to 85% of those with healthcare coverage (adjusted prevalence difference of -20%; 95% CI: -25% to -14%). Use of cholesterol-lowering medication was relatively low in younger adults and higher in older adults, leveling off after age 65 years. The proportion of Native Hawaiian or Pacific Islanders who were using a cholesterol-lowering medication was relatively low, but otherwise there was little variation by race and ethnicity. Household income, education level, and relationship status were weakly or not associated with medication use. CONCLUSIONS Knowledge of characteristics of persons who are relatively less likely to be adherent with cholesterol-lowering medications for secondary prevention may be useful to policymakers and healthcare providers involved in the long-term treatment of MI patients. Policy makers might consider a reduced cost prescription coverage for persons without current healthcare coverage who have sustained an MI to reduce future cardiovascular morbidity and mortality.
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Affiliation(s)
- Elizabeth T. Mansi
- School of Public Health, University of Washington, Seattle, Washington, United States of America
- Usher Institute for Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom
- * E-mail:
| | - Samantha Banks
- School of Public Health, University of Washington, Seattle, Washington, United States of America
| | - Alyson J. Littman
- School of Public Health, University of Washington, Seattle, Washington, United States of America
- Seattle Epidemiologic Research and Information Center, Department of Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
- Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, Health Services, Seattle, Washington, United States of America
| | - Noel S. Weiss
- School of Public Health, University of Washington, Seattle, Washington, United States of America
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Hiremath J, Mohan JC, Hazra P, Sawhney JS, Mehta A, Shetty S, Oomman A, Shah MK, Bantwal G, Agarwal R, Karnik R, Jain P, Ray S, Das S, Jadhao V, Suryawanshi S, Barkate H. Bempedoic Acid for Lipid Management in the Indian Population: An Expert Opinion. Cureus 2023; 15:e35395. [PMID: 36987470 PMCID: PMC10040092 DOI: 10.7759/cureus.35395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/24/2023] [Indexed: 03/30/2023] Open
Abstract
Lipid-lowering is a central theme in the management of patients with atherosclerotic cardiovascular disease (ASCVD) and heterozygous familial hypercholesterolemia (HeFH), with statins being currently used as the first-line lipid-lowering agent (LLAs). Bempedoic acid (BA) has been recently approved for lipid management in ASCVD/HeFH patients. This expert opinion paper brings out the essential concept to assess the current place of BA in the Indian population. Here we highlight that the majority of the patients with clinical ASCVD may not be receiving the optimal dose of statin, thereby failing to achieve their lipid targets. The addition of BA to statin results in a significant reduction in low-density lipoprotein cholesterol (LDL-C) along with substantial reductions in non-high-density lipoprotein cholesterol (non-HDL-C), apolipoprotein B (ApoB), and high-sensitivity C-reactive protein (hsCRP) levels. For patients who do not achieve LDL-C targets, BA can be an effective add-on alternative to choose among non-statin LLAs. BA is a good choice for statin-intolerant cases, especially in combination with ezetimibe. Given the lack of effect of worsening hyperglycemia or any increase in the occurrence of new-onset diabetes, BA can be used without hesitation in patients with diabetes. The small risk of hyperuricemia could be mitigated with appropriate patient selection and monitoring of serum uric acid levels in patients at high risk of hyperuricemia. We believe BA is an excellent non-statin therapy that is efficacious, well-tolerated, and cost-effective for lipid management in ASCVD, HeFH, and statin-intolerant patients in India.
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Affiliation(s)
| | - J C Mohan
- Cardiology, Jaipur Golden Hospital, Jaipur, IND
| | - Prakash Hazra
- Cardiology, Apollo Clinic Hospitals, Ballygunge, Kolkata, IND
| | - Jp S Sawhney
- Cardiology, Sir Ganga Ram Hospital, New Delhi, IND
| | | | - Sadanand Shetty
- Cardiology, Sadanand Healthy Living Center (P) Ltd. Sion (East), Mumbai, IND
| | | | - Mahesh K Shah
- Cardiology, MK's Heart Care, Vile Parle, Mumbai, IND
| | - Ganapathi Bantwal
- Endocrinology, Diabetes and Metabolism, St. John's Medical College and Hospital, Bengaluru, IND
| | | | - Rajiv Karnik
- Cardiology, Dr. Karnik's Cardiac Clinic, Mulund West, Mumbai, IND
| | - Peeyush Jain
- Cardiology, Fortis-Escorts Heart Institute and Research Centre, Delhi, IND
| | - Saumitra Ray
- Cardiology, Woodlands Multispeciality Hospital, Kolkata, IND
| | - Sambit Das
- Endocrinology, HiTech Medical College and Hospitals, Bhubaneshwar, IND
| | - Vibhuti Jadhao
- Global Medical Affairs, Glenmark Pharmaceuticals Limited, Mumbai, IND
| | | | - Hanmant Barkate
- Global Medical Affairs, Glenmark Pharmaceuticals Limited, Mumbai, IND
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Mufarreh A, Shah AJ, Vaccarino V, Kulshreshtha A. Trends in Provision of Medications and Lifestyle Counseling in Ambulatory Settings by Gender and Race for Patients With Atherosclerotic Cardiovascular Disease, 2006-2016. JAMA Netw Open 2023; 6:e2251156. [PMID: 36656581 PMCID: PMC9857274 DOI: 10.1001/jamanetworkopen.2022.51156] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
IMPORTANCE Atherosclerotic cardiovascular disease (ASCVD) continues to be highly prevalent in the US. The 2013 American College of Cardiology and American Heart Association (ACC/AHA) treatment guidelines reevaluated evidence-based practices for reduction of ASCVD in men and women from high-quality randomized trials and meta-analyses recommending the use of statin therapy, aspirin prescription, and lifestyle counseling for adults with ASCVD. Population trends in secondary prevention strategies for patients with ASCVD among primary care settings is currently lacking, limiting ability to evaluate impact of guideline implementation. OBJECTIVE To examine temporal and sociodemographic trends in secondary prevention strategies in patients with ASCVD between 2006 and 2016 in a nationally representative, ambulatory care database. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study analyzed data from the National Ambulatory Medical Care Survey (NAMCS), which is an annual survey conducted to represent the national US population and contains information on ambulatory office-based patient visits, including medical conditions, services provided, and demographic characteristics. Participants were adults aged 21 years and older with prevalent ASCVD identified via International Classification of Disease codes between 2006 and 2016. Data were extracted and analyzed in March 2021. MAIN OUTCOMES AND MEASURES Data were separated by calendar year pre-2013 (2006 to 2013) and post-2013 (2014 to 2016). Outcomes included statin therapy, aspirin prescription, and lifestyle counseling (eg, nutrition, exercise, weight reduction) service provided at clinic visits. RESULTS There were 11 033 visits for adults with ASCVD, representing a weighted total of 275.3 million visits nationwide; 40.7% (112.1 million [weighted]) were women, 9.2% (25.4 million [weighted]) were Hispanic, 9.9% (19.0 million [weighted]) were non-Hispanic Black, 90.1% (172.7 million [weighted]) were non-Hispanic White, and 40.6% (112.1 million [weighted]) were from cardiology clinics. Of 11 033 patient visits, 5507 patients (49.9%) were prescribed statin therapy, 5165 patients (46.8%) were using aspirin, 2233 patients (20.2%) received lifestyle counseling. Statin therapy increased from 9.3 million individuals (45.3%) in 2006 to 14.9 million individuals (46.5%) in 2016, and aspirin prescriptions increased from 8.5 million individuals (41.3%) in 2006 to 15.2 individuals (47.5%) in 2016. Women were less likely than men to receive medications for secondary prevention: among women, 48.8 million (43.3%) received statins (vs 85.9 million men [52.7%]), 44.7 million (39.8%) received aspirin (vs 79.1 million men [48.5%]), and 25.7 million (22.9%) received lifestyle counseling services (vs 37.5 million men [23.0%]). CONCLUSIONS AND RELEVANCE These findings suggest only modest increases in statin and aspirin prescription since 2006; however, lifestyle counseling use decreased in recent years. Women and Black patients continued to be less likely to receive secondary prevention ASCVD treatment. Adherence to guideline-directed secondary prevention recommendations remained low (less than 50%) in patients with ASCVD, especially with regards to lifestyle counseling, suggesting the need for more implementation research.
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Affiliation(s)
- Anthony Mufarreh
- Central Michigan University College of Medicine, Central Michigan University, Mt Pleasant
| | - Amit J. Shah
- Division of Cardiology, Department of Medicine, Emory University, Atlanta, Georgia
- Atlanta VA Health Care System, Decatur, Georgia
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Viola Vaccarino
- Division of Cardiology, Department of Medicine, Emory University, Atlanta, Georgia
- Atlanta VA Health Care System, Decatur, Georgia
| | - Ambar Kulshreshtha
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
- Division of Family and Preventative Medicine, Emory University School of Medicine, Atlanta, Georgia
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Anjorin AC, Marcaccio CL, Rastogi V, Patel PB, Garg PK, Soden PA, McCallum JC, Schermerhorn ML. Statin therapy is associated with improved perioperative outcomes and long-term mortality following carotid revascularization in the Vascular Quality Initiative. J Vasc Surg 2023; 77:158-169.e8. [PMID: 36029973 PMCID: PMC9789183 DOI: 10.1016/j.jvs.2022.08.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/14/2022] [Accepted: 08/17/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Statin therapy is the standard of care for patients with carotid artery stenosis given its proven cardiovascular benefits. However, the impact of statin therapy on outcomes in patients undergoing carotid revascularization in the Vascular Quality Initiative has not yet been evaluated. Therefore, our aim was to investigate the association of statin therapy with outcomes following carotid endarterectomy (CEA), transfemoral carotid artery stenting (tfCAS), and transcarotid artery revascularization (TCAR). METHODS We identified all patients who underwent CEA, tfCAS, or TCAR in the Vascular Quality Initiative registry from January 2016 to September 2021. To compare outcomes, we stratified patients by procedure type and created 1:1 propensity score-matched cohorts of patients who received no preoperative statin therapy (within 36 hours of procedure) versus those who received preoperative statin therapy. Propensity scores incorporated demographic characteristics, comorbidities, carotid symptom status, preoperative medications, and physician and hospital procedural experience. The primary outcome was a composite end point of in-hospital stroke and/or death. As a secondary analysis, we performed repeat propensity score-matching by postoperative statin use (prescribed at discharge) and assessed 5-year mortality. Relative risks (RR) and hazard ratios (HR) were calculated using log binomial regression and Cox regression, respectively. RESULTS Among 97,835 CEA, 20,303 tfCAS, and 22,371 TCAR patients, 15%, 17%, and 10% of patients did not receive preoperative statin therapy, respectively. Compared with statin use, no statin use was associated with a higher risk of in-hospital stroke or death among 13,434 matched CEA patients (no statin, 1.7% vs statin, 1.4%; RR, 1.2; 95% confidence interval [CI], 1.02-1.5) and among 2707 matched tfCAS patients (4.8% vs 2.8%; RR, 1.7; 95% CI, 1.3-2.3). However, there was no difference for this outcome by statin use among 2089 matched TCAR patients (1.8% vs 1.6%; RR, 1.1; 95% CI, 0.7-1.8). At 5 years, no statin therapy at discharge was associated with higher 5-year mortality after CEA (15% vs 10%; HR, 1.8; 95% CI, 1.6-2) and tfCAS (18% vs 14%; HR, 1.5; 95% CI, 1.2-1.8), but there was no difference after TCAR (14% vs 11%; HR, 1.3; 95% CI, 0.9-1.8). CONCLUSIONS Compared with statin use, no statin use was associated with a higher risk of in-hospital stroke or death and 5-year mortality among CEA and tfCAS patients. Although there was no significant difference in outcomes among TCAR patients, this may in part be due to lower statistical power in this cohort. Overall, statin therapy is essential in the short- and long-term management of patients undergoing carotid revascularization. Our findings not only support current Society for Vascular Surgery recommendations for statin therapy in patients undergoing carotid revascularization, but they also highlight an important opportunity for quality improvement.
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Affiliation(s)
- Aderike C Anjorin
- Division of Vascular and Endovascular Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Christina L Marcaccio
- Division of Vascular and Endovascular Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Vinamr Rastogi
- Division of Vascular and Endovascular Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Priya B Patel
- Division of Vascular and Endovascular Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Parveen K Garg
- Division of Cardiology, University of Southern California Keck School of Medicine, Los Angeles, CA
| | - Peter A Soden
- Division of Vascular Surgery, Department of Surgery, Alpert Medical School of Brown University, Rhode Island Hospital, Providence, RI
| | - John C McCallum
- Division of Vascular and Endovascular Surgery, Los Angeles County Harbor-UCLA Medical Center, Torrance, CA
| | - Marc L Schermerhorn
- Division of Vascular and Endovascular Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA.
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Kovach CP, Hebbe A, Glorioso TJ, Barrett C, Barón AE, Mavromatis K, Valle JA, Waldo SW. Association of Residual Ischemic Disease With Clinical Outcomes After Percutaneous Coronary Intervention. JACC Cardiovasc Interv 2022; 15:2475-2486. [PMID: 36543441 DOI: 10.1016/j.jcin.2022.11.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 11/01/2022] [Accepted: 11/03/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Anatomical scoring systems have been used to assess completeness of revascularization but are challenging to apply to large real-world datasets. OBJECTIVES The aim of this study was to assess the prevalence of complete revascularization and its association with longitudinal clinical outcomes in the U.S. Department of Veterans Affairs (VA) health care system using an automatically computed anatomic complexity score. METHODS Patients undergoing percutaneous coronary intervention (PCI) between October 1, 2007, and September 30, 2020, were identified, and the burden of prerevascularization and postrevascularization ischemic disease was quantified using the VA SYNTAX (Synergy Between PCI With Taxus and Cardiac Surgery) score. The association between residual VA SYNTAX score and long-term major adverse cardiovascular events (MACE; death, myocardial infarction, repeat revascularization, and stroke) was assessed. RESULTS A total of 57,476 veterans underwent PCI during the study period. After adjustment, the highest tertile of residual VA SYNTAX score was associated with increased hazard of MACE (HR: 2.06; 95% CI: 1.98-2.15) and death (HR: 1.50; 95% CI: 1.41-1.59) at 3 years compared to complete revascularization (residual VA SYNTAX score = 0). Hazard of 1- and 3-year MACE increased as a function of residual disease, regardless of baseline disease severity or initial presentation with acute or chronic coronary syndrome. CONCLUSIONS Residual ischemic disease was strongly associated with long-term clinical outcomes in a contemporary national cohort of PCI patients. Automatically computed anatomic complexity scores can be used to assess the longitudinal risk for residual ischemic disease after PCI and may be implemented to improve interventional quality.
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Affiliation(s)
- Christopher P Kovach
- Division of Cardiology, Department of Medicine, University of Colorado, Aurora, Colorado, USA; Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA
| | - Annika Hebbe
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA; CART Program, Office of Quality and Patient Safety, Veterans Health Administration, Washington, District of Columbia, USA
| | - Thomas J Glorioso
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA; CART Program, Office of Quality and Patient Safety, Veterans Health Administration, Washington, District of Columbia, USA
| | - Christopher Barrett
- Division of Cardiology, Department of Medicine, University of Colorado, Aurora, Colorado, USA
| | - Anna E Barón
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, Colorado, USA
| | | | - Javier A Valle
- Division of Cardiology, Department of Medicine, University of Colorado, Aurora, Colorado, USA; Michigan Heart and Vascular Institute, Ann Arbor, Michigan, USA
| | - Stephen W Waldo
- Division of Cardiology, Department of Medicine, University of Colorado, Aurora, Colorado, USA; Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado, USA; CART Program, Office of Quality and Patient Safety, Veterans Health Administration, Washington, District of Columbia, USA.
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Physician influence on medication adherence, evidence from a population-based cohort. PLoS One 2022; 17:e0278470. [PMID: 36454907 PMCID: PMC9714848 DOI: 10.1371/journal.pone.0278470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/16/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND The overall impact of physician prescribers on population-level adherence rates are unknown. We aimed to quantify the influence of general practitioner (GP) physician prescribers on the outcome of optimal statin medication adherence. METHODS We conducted a retrospective cohort study using health administrative databases from Saskatchewan, Canada. Participants included physician prescribers and their patients beginning a new statin medication between January 1, 2012 and December 31, 2017. We grouped prescribers based on the prevalence of optimal adherence (i.e., proportion of days covered ≥ 80%) within their patient group. Also, we constructed multivariable logistic regression analyses on optimal statin adherence using two-level non-linear mixed-effects models containing patient and prescriber-level characteristics. An intraclass correlation coefficient was used to estimate the physician effect. RESULTS We identified 1,562 GPs prescribing to 51,874 new statin users. The median percentage of optimal statin adherence across GPs was 52.4% (inter-quartile range: 35.7% to 65.5%). GP prescribers with the highest patient adherence (versus the lowest) had patients who were older (median age 61.0 vs 55.0, p<0.0001) and sicker (prior hospitalization 39.4% vs 16.4%, p<0.001). After accounting for patient-level factors, only 6.4% of the observed variance in optimal adherence between patients could be attributed to GP prescribers (p<0.001). The majority of GP prescriber influence (5.2% out of 6.4%) was attributed to the variance unexplained by patient and prescriber variables. INTERPRETATION The overall impact of GP prescribers on statin adherence appears to be very limited. Even "high-performing" physicians face significant levels of sub-optimal adherence among their patients.
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Zheutlin AR, Derington CG, Herrick JS, Rosenson RS, Poudel B, Safford MM, Brown TM, Jackson EA, Woodward M, Reading S, Orroth K, Exter J, Virani SS, Muntner P, Bress AP. Lipid-Lowering Therapy Use and Intensification Among United States Veterans Following Myocardial Infarction or Coronary Revascularization Between 2015 and 2019. Circ Cardiovasc Qual Outcomes 2022; 15:e008861. [PMID: 36252093 PMCID: PMC10680021 DOI: 10.1161/circoutcomes.121.008861] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 06/14/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Understanding how statins, ezetimibe, and PCSK9i (proprotein convertase subtilisin/kexin type 9 serine protease inhibitors) are prescribed after a myocardial infarction (MI) or elective coronary revascularization may improve lipid-lowering therapy (LLT) intensification and reduce recurrent atherosclerotic cardiovascular disease events. We described the use and intensification of LLT among US veterans who had a MI or elective coronary revascularization between July 24, 2015, and December 9, 2019, within 12 months of hospital discharge. METHODS LLT intensification was defined as increasing statin dose, or initiating a statin, ezetimibe, or a PCSK9i, overall and among those with an LDL-C (low-density lipoprotein cholesterol) ≥70 or 100 mg/dL. Poisson regression was used to determine patient characteristics associated with a greater likelihood of LLT intensification following hospitalization for MI or elective coronary revascularization. RESULTS Among 81 372 index events (mean age, 69.0 years, 2.3% female, mean LDL-C 89.6 mg/dL, 33.8% with LDL-C <70 mg/dL), 39.7% were not taking any LLT, and 22.0%, 37.2%, and 0.6% were taking a low-moderate intensity statin, a high-intensity statin, and ezetimibe, respectively, before MI/coronary revascularization during the study period. Within 14 days, 3 months, and 12 months posthospitalization, 33.3%, 41.9%, and 47.3%, respectively, of veterans received LLT intensification. LLT intensification was most common among veterans taking no LLT (82.5%, n=26 637) before MI/coronary revascularization. Higher baseline LDL-C, having a lipid test, and attending a cardiology visit were each associated with a greater likelihood of LLT intensification, while age ≥75 versus <65 years was associated with a lower likelihood of LLT intensification within 12 months posthospitalization. CONCLUSIONS Less than half of veterans received LLT intensification in the year after MI or coronary revascularization suggesting a missed opportunity to reduce atherosclerotic cardiovascular disease risk.
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Affiliation(s)
| | - Catherine G Derington
- Department of Population Health Sciences, Division of Health System Innovation and Research, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jennifer S Herrick
- Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Informatics, Decision Enhancement and Analytic Sciences (IDEAS) Center of Innovation, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Robert S Rosenson
- Mount Sinai Heart, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bharat Poudel
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, AL, USA
| | - Monika M Safford
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Todd M Brown
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Elizabeth A Jackson
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mark Woodward
- The George Institute for Global Health, School of Public Health, Imperial College London, UK
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Stephanie Reading
- Center for Observational Research, Amgen Inc., Amgen Inc., Thousand Oaks, CA, USA
| | - Kate Orroth
- Center for Observational Research, Amgen Inc., Amgen Inc., Thousand Oaks, CA, USA
| | - Jason Exter
- Center for Observational Research, Amgen Inc., Amgen Inc., Thousand Oaks, CA, USA
| | - Salim S Virani
- Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Health Policy and Quality Program, Michael E. DeBakey Veterans Affairs Medical Center Health Services Research and Development Center of Excellence, Houston, TX, USA
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, AL, USA
| | - Adam P Bress
- Department of Population Health Sciences, Division of Health System Innovation and Research, University of Utah School of Medicine, Salt Lake City, UT, USA
- Informatics, Decision Enhancement and Analytic Sciences (IDEAS) Center of Innovation, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA
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Kytö V, Rautava P, Tornio A. Initial statin dose after myocardial infarction and long-term cardiovascular outcomes. EUROPEAN HEART JOURNAL. CARDIOVASCULAR PHARMACOTHERAPY 2022; 9:156-164. [PMID: 36385668 PMCID: PMC9892868 DOI: 10.1093/ehjcvp/pvac064] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 10/19/2022] [Accepted: 11/14/2022] [Indexed: 11/18/2022]
Abstract
AIMS Effective statin therapy is a cornerstone of secondary prevention after myocardial infarction (MI). Real-life statin dosing is nevertheless suboptimal and largely determined early after MI. We studied long-term outcome impact of initial statin dose after MI. METHODS AND RESULTS Consecutive MI patients treated in Finland who used statins early after index event were retrospectively studied (N = 72 401; 67% men; mean age 68 years) using national registries. High-dose statin therapy was used by 26.3%, moderate dose by 69.2%, and low dose by 4.5%. Differences in baseline features, comorbidities, revascularisation, and usage of other evidence-based medications were adjusted for with multivariable regression. The primary outcome was major adverse cardiovascular or cerebrovascular event (MACCE) within 10 years. Median follow-up was 4.9 years. MACCE was less frequent in high-dose group compared with moderate dose [adjusted hazard ratio (HR) 0.92; P < 0.0001; number needed to treat (NNT) 34.1] and to low dose [adj.HR 0.81; P < 0.001; NNT 13.4] as well as in moderate-dose group compared with low dose (adj.HR 0.88; P < 0.0001; NNT 23.4). Death (adj.HR 0.87; P < 0.0001; NNT 23.6), recurrent MI (adj.sHR 0.91; P = 0.0001), and stroke (adj.sHR 0.86; P < 0.0001) were less frequent with a high- vs. moderate-dose statin. Higher initial statin dose after MI was associated with better long-term outcomes in subgroups by age, sex, atrial fibrillation, dementia, diabetes, heart failure, revascularisation, prior statin usage, or usage of other evidence-based medications. CONCLUSION Higher initial statin dose after MI is dose-dependently associated with better long-term cardiovascular outcomes. These results underline the importance of using a high statin dose early after MI.
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Affiliation(s)
- Ville Kytö
- Corresponding author. Tel: +358 2 3130000,
| | - Päivi Rautava
- Turku Clinical Research Center, Turku University Hospital, Turku, Finland,Department of Public Health, University of Turku, Turku, Finland
| | - Aleksi Tornio
- Integrative Physiology and Pharmacology, Institute of Biomedicine, University of Turku, Turku, Finland,Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
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Schroeder MC, Chapman CG, Chrischilles EA, Wilwert J, Schneider KM, Robinson JG, Brooks JM. Generating Practice-Based Evidence in the Use of Guideline-Recommended Combination Therapy for Secondary Prevention of Acute Myocardial Infarction. PHARMACY 2022; 10:147. [PMID: 36412823 PMCID: PMC9680510 DOI: 10.3390/pharmacy10060147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/28/2022] [Accepted: 10/29/2022] [Indexed: 11/06/2022] Open
Abstract
Background: Clinical guidelines recommend beta-blockers, angiotensin-converting enzyme inhibitors/angiotensin-receptor blockers, and statins for the secondary prevention of acute myocardial infarction (AMI). It is not clear whether variation in real-world practice reflects poor quality-of-care or a balance of outcome tradeoffs across patients. Methods: The study cohort included Medicare fee-for-service beneficiaries hospitalized 2007-2008 for AMI. Treatment within 30-days post-discharge was grouped into one of eight possible combinations for the three drug classes. Outcomes included one-year overall survival, one-year cardiovascular-event-free survival, and 90-day adverse events. Treatment effects were estimated using an Instrumental Variables (IV) approach with instruments based on measures of local-area practice style. Pre-specified data elements were abstracted from hospital medical records for a stratified, random sample to create "unmeasured confounders" (per claims data) and assess model assumptions. Results: Each drug combination was observed in the final sample (N = 124,695), with 35.7% having all three, and 13.5% having none. Higher rates of guideline-recommended treatment were associated with both better survival and more adverse events. Unmeasured confounders were not associated with instrumental variable values. Conclusions: The results from this study suggest that providers consider both treatment benefits and harms in patients with AMIs. The investigation of estimator assumptions support the validity of the estimates.
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Affiliation(s)
- Mary C. Schroeder
- Division of Health Services Research, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA
| | - Cole G. Chapman
- Division of Health Services Research, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA
| | | | - June Wilwert
- Schneider Research Associates, Des Moines, IA 50312, USA
| | | | - Jennifer G. Robinson
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA 52242, USA
| | - John M. Brooks
- Center for Effectiveness Research in Orthopaedics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
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Dembowski E, Freedman I, Grundy SM, Stone NJ. Guidelines for the management of hyperlipidemia: How can clinicians effectively implement them? Prog Cardiovasc Dis 2022; 75:4-11. [PMID: 36395880 DOI: 10.1016/j.pcad.2022.11.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022]
Abstract
Guidelines support lowering cholesterol to decrease atherosclerotic cardiovascular disease (ASCVD) risk across the entire lifespan with intensive lifestyle intervention, as well as statin and non-statin pharmacotherapy for those at highest risk. Modest improvements in the initiation, use, and adherence to statin therapy in patients with ASCVD have occurred over the past decades. However, studies continue to document a less than desired implementation of guidelines highlighting a substantial and persistent treatment gap. The success of implementation depends on the consideration of a variety of barriers that exist throughout the healthcare delivery system. Further research is needed to comprehensively evaluate these barriers in order to develop appropriate and sustainable interventions to improve guideline implementation.
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Affiliation(s)
- Ewa Dembowski
- Northwestern University Feinberg School of Medicine, Division of Cardiology.
| | - Isaac Freedman
- Northwestern University Feinberg School of Medicine, Division of Cardiology
| | - Scott M Grundy
- Center for Human Nutrition of the University of Texas, Texas Southwestern Medical Center at Dallas
| | - Neil J Stone
- Northwestern University Feinberg School of Medicine, Department of Preventive Medicine
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Kakavand H, Aghakouchakzadeh M, Shahi A, Virani SS, Dixon DL, Van Tassell BW, Talasaz AH. A stepwise approach to prescribing novel lipid-lowering medications. J Clin Lipidol 2022; 16:822-832. [DOI: 10.1016/j.jacl.2022.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 09/19/2022] [Accepted: 10/05/2022] [Indexed: 11/05/2022]
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Minhas AMK, Ijaz SH, Javed N, Sheikh AB, Jain V, Michos ED, Greene SJ, Fudim M, Warraich HJ, Shapiro MD, Al-Kindi SG, Sperling L, Virani SS. National trends and disparities in statin use for ischemic heart disease from 2006 to 2018: Insights from National Ambulatory Medical Care Survey. Am Heart J 2022; 252:60-69. [PMID: 35644222 DOI: 10.1016/j.ahj.2022.05.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 05/15/2022] [Accepted: 05/22/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Statins are a cornerstone guideline-directed medical therapy for secondary prevention of ischemic heart disease (IHD). However, recent temporal trends and disparities in statin utilization for IHD have not been well characterized. METHODS This retrospective analysis included data from outpatient adult visits with IHD from the National Ambulatory Medical Care Survey (NAMCS) between January 2006 and December 2018. We examined the trends and predictors of statin utilization in outpatient adult visits with IHD. RESULTS Between 2006 and 2018, we identified a total of 542,704,112 weighted adult ambulatory visits with IHD and of those 46.6% were using or prescribed statin. Middle age (50-74 years) (adjusted odds ratio [aOR] 1.65, 95% confidence interval [CI] 1.28-2.13 P < .001) and old age (≥75 years) (aOR = 1.66, CI 1.26-2.19, P < .001) compared to young age (18-49 years), and male sex (aOR = 1.35, CI 1.23-1.48, P < .001) were associated with greater likelihood of statin utilization, whereas visits with non-Hispanic (NH) Black patients (aOR = 0.75, CI 0.61-0.91, P = .005) and Hispanic patients (aOR = 0.74, CI 0.60-0.92, P = .006) were associated with decreased likelihood of statin utilization compared to NH White patient visits. Compared with private insurance, statin utilization was nominally lower in Medicare (aOR = 0.91, CI 0.80-1.02, P = .112), Medicaid (aOR = 0.78, CI 0.59-1.02, P = .072) and self-pay/no charge (aOR = 0.72, CI 0.48-1.09, P = .122) visits, however did not reach statistical significance. There was no significant uptake in statin utilization from 2006 (44.1%) to 2018 (46.2%) (P = .549). CONCLUSIONS Substantial gaps remain in statin utilization for patients with IHD, with no significant improvement in use between 2006 and 2018. Persistent disparities in statin prescription remain, with the largest treatment gaps among younger patients, women, and racial/ethnic minorities (NH Blacks and Hispanics).
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Affiliation(s)
| | - Sardar Hassan Ijaz
- Division of Cardiology, Lahey Hospital, and Medical Center, Beth Israel Lahey Health, Burlington, MA
| | - Nismat Javed
- Department of Internal Medicine, Shifa College of Medicine, Islamabad, Pakistan
| | - Abu Baker Sheikh
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM
| | - Vardhmaan Jain
- Department of Medicine, Cleveland Clinic Foundation, Cleveland, OH
| | - Erin D Michos
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stephen J Greene
- Division of Cardiology, Duke University Medical Center, Durham, NC; Duke Clinical Research Institute, Durham, NC
| | - Marat Fudim
- Division of Cardiology, Duke University Medical Center, Durham, NC; Duke Clinical Research Institute, Durham, NC
| | - Haider J Warraich
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA
| | - Michael D Shapiro
- Section on Cardiovascular Medicine, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Sadeer G Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve University, Cleveland, OH
| | - Laurence Sperling
- Division of Cardiology, Emory Clinical Cardiovascular Research Institute, Emory University School of Medicine, Atlanta, GA
| | - Salim S Virani
- Michael E. DeBakey Veterans Affair Medical Center & Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX
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Bytyçi I, Penson PE, Mikhailidis DP, Wong ND, Hernandez AV, Sahebkar A, Thompson PD, Mazidi M, Rysz J, Pella D, Reiner Ž, Toth PP, Banach M. Prevalence of statin intolerance: a meta-analysis. Eur Heart J 2022; 43:3213-3223. [PMID: 35169843 PMCID: PMC9757867 DOI: 10.1093/eurheartj/ehac015] [Citation(s) in RCA: 177] [Impact Index Per Article: 88.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 01/10/2022] [Indexed: 07/25/2023] Open
Abstract
AIMS Statin intolerance (SI) represents a significant public health problem for which precise estimates of prevalence are needed. Statin intolerance remains an important clinical challenge, and it is associated with an increased risk of cardiovascular events. This meta-analysis estimates the overall prevalence of SI, the prevalence according to different diagnostic criteria and in different disease settings, and identifies possible risk factors/conditions that might increase the risk of SI. METHODS AND RESULTS We searched several databases up to 31 May 2021, for studies that reported the prevalence of SI. The primary endpoint was overall prevalence and prevalence according to a range of diagnostic criteria [National Lipid Association (NLA), International Lipid Expert Panel (ILEP), and European Atherosclerosis Society (EAS)] and in different disease settings. The secondary endpoint was to identify possible risk factors for SI. A random-effects model was applied to estimate the overall pooled prevalence. A total of 176 studies [112 randomized controlled trials (RCTs); 64 cohort studies] with 4 143 517 patients were ultimately included in the analysis. The overall prevalence of SI was 9.1% (95% confidence interval 8.0-10%). The prevalence was similar when defined using NLA, ILEP, and EAS criteria [7.0% (6.0-8.0%), 6.7% (5.0-8.0%), 5.9% (4.0-7.0%), respectively]. The prevalence of SI in RCTs was significantly lower compared with cohort studies [4.9% (4.0-6.0%) vs. 17% (14-19%)]. The prevalence of SI in studies including both primary and secondary prevention patients was much higher than when primary or secondary prevention patients were analysed separately [18% (14-21%), 8.2% (6.0-10%), 9.1% (6.0-11%), respectively]. Statin lipid solubility did not affect the prevalence of SI [4.0% (2.0-5.0%) vs. 5.0% (4.0-6.0%)]. Age [odds ratio (OR) 1.33, P = 0.04], female gender (OR 1.47, P = 0.007), Asian and Black race (P < 0.05 for both), obesity (OR 1.30, P = 0.02), diabetes mellitus (OR 1.26, P = 0.02), hypothyroidism (OR 1.37, P = 0.01), chronic liver, and renal failure (P < 0.05 for both) were significantly associated with SI in the meta-regression model. Antiarrhythmic agents, calcium channel blockers, alcohol use, and increased statin dose were also associated with a higher risk of SI. CONCLUSION Based on the present analysis of >4 million patients, the prevalence of SI is low when diagnosed according to international definitions. These results support the concept that the prevalence of complete SI might often be overestimated and highlight the need for the careful assessment of patients with potential symptoms related to SI.
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Affiliation(s)
- Ibadete Bytyçi
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
- Clinic of Cardiology, University Clinical Centre of Kosovo, Prishtina, Kosovo
| | - Peter E Penson
- School of Pharmacy and Biomolecular Sciences, Liverpool John Moores University, Liverpool, UK
- Liverpool Centre for Cardiovascular Science, Liverpool, UK
| | - Dimitri P Mikhailidis
- Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, UK
| | - Nathan D Wong
- Heart Disease Prevention Program, Division of Cardiology, University of California, Irvine School of Medicine Predictive Health Diagnostics, Irvine, CA, USA
| | - Adrian V Hernandez
- Health Outcomes, Policy, and Evidence Synthesis (HOPES) Group, University of Connecticut School of Pharmacy, Storrs, CT, USA
- Vicerrectorado de Investigación, Universidad San Ignacio de Loyola (USIL), Lima, Peru
| | - Amirhossein Sahebkar
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Paul D Thompson
- Division of Cardiology, Hartford Hospital, 80 Seymour Street, Hartford, CT, USA
- Department of Internal Medicine, University of Connecticut, Farmington, CT, USA
| | - Mohsen Mazidi
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
- Department of Nutritional Sciences, King’s College London, London, UK
| | - Jacek Rysz
- Department of Hypertension, Nephrology and Family Medicine, Medical University of Lodz (MUL), Lodz, Poland
| | - Daniel Pella
- 2nd Department of Cardiology, Faculty of Medicine, Pavol Jozef Safarik University and East Slovak Institute of Cardiovascular Diseases, Kosice, Slovakia
| | - Željko Reiner
- Department of Internal Diseases, University Hospital Center Zagreb, School of Medicine, Zagreb University, Zagreb, Croatia
| | - Peter P Toth
- CGH Medical Center, Sterling, IL, USA
- Cicarrone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Maciej Banach
- Department of Preventive Cardiology and Lipidology, Medical University of Lodz (MUL), Rzgowska 281/289, 93-338 Lodz, Poland
- Cardiovascular Research Centre, University of Zielona Gora, Zielona Gora, Poland
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Underberg J, Toth PP, Rodriguez F. LDL-C target attainment in secondary prevention of ASCVD in the United States: barriers, consequences of nonachievement, and strategies to reach goals. Postgrad Med 2022; 134:752-762. [PMID: 36004573 DOI: 10.1080/00325481.2022.2117498] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
Atherosclerotic cardiovascular disease (ASCVD) is the leading cause of death in the United States. Elevated low-density lipoprotein cholesterol (LDL-C) is a major causal risk factor for ASCVD. Current evidence overwhelmingly demonstrates that lowering LDL-C reduces the risk of secondary cardiovascular events in patients with previous myocardial infarction or stroke. There is no lower limit for LDL-C: large, randomized studies and meta-analyses have found continuous benefit and no safety concerns in patients achieving LDL-C levels <25 mg/dL. As 'Time is plaque' in patients with ASCVD, early, sustained reductions in LDL-C are critical to slow or halt disease progression. However, despite use of lipid-lowering medications, <30% of patients with ASCVD achieve guideline-recommended reductions in LDL-C, resulting in a substantial societal burden of preventable cardiovascular events and early mortality. LDL-C goals are not met due to several factors: lipid-lowering therapy is not initiated and intensified as directed by clinical guidelines (clinical inertia); most patients do not adhere to prescribed medications; and high-risk patients are frequently denied access to add-on therapies by their insurance providers. Promoting patient and clinician education, multidisciplinary collaboration, and other interventions may help to overcome these barriers. Ultimately, achieving population-level guideline-recommended reductions in LDL-C will require a collaborative effort from patients, clinicians, relevant professional societies, drug manufacturers, and payers.
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Affiliation(s)
| | - Peter P Toth
- Cicarrone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
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Aggarwal R, Bhatt DL, Rodriguez F, Yeh RW, Wadhera RK. Trends in Lipid Concentrations and Lipid Control Among US Adults, 2007-2018. JAMA 2022; 328:737-745. [PMID: 35997731 PMCID: PMC9399873 DOI: 10.1001/jama.2022.12567] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 07/07/2022] [Indexed: 12/28/2022]
Abstract
Importance High lipid concentrations are a modifiable risk factor for cardiovascular disease. Little is known about how population-level lipid concentrations, as well as trends in lipid control, have changed over the past decade among US adults. Objective To determine whether lipid concentrations and rates of lipid control changed among US adults and whether these trends differed by sex and race and ethnicity, from 2007 to 2018. Design, Setting, and Participants Serial cross-sectional analysis of 33 040 US adults aged 20 years or older, weighted to be nationally representative, from the National Health and Nutrition Examination Surveys (2007-2008 to 2017-2018). Main Outcomes and Measures Lipid concentrations among US adults and rates of lipid control among adults receiving statin therapy. Lipid control was defined as a total cholesterol concentration of 200 mg/dL or less. Results The mean age of the study population was 47.4 years, and 51.4% were women; of the 33 040 participants, 12.0% were non-Hispanic Black; 10.3%, Mexican American; 6.4%, other Hispanic American; 62.7%, non-Hispanic White; and 8.5%, other race and ethnicities (including non-Hispanic Asian. Among all US adults, age-adjusted total cholesterol improved significantly in the overall population from 197 mg/dL in 2007-2008 to 189 mg/dL in 2017-2018 (difference, -8.6 mg/dL [95% CI, -12.2 to -4.9 mg/dL]; P for trend <.001), with similar patterns for men and women. Black, Mexican American, other Hispanic, and White adults experienced significant improvements in total cholesterol, but no significant change was observed for Asian adults. Among adults receiving statin therapy, age-adjusted lipid control rates did not significantly change from 78.5% in 2007-2008 to 79.5% in 2017-2018 (difference, 1.1% [95% CI, -3.7% to 5.8%]; P for trend = .27), and these patterns were similar for men and women. Across all racial and ethnic groups, only Mexican Americans experienced a significant improvement in age-adjusted lipid control (P for trend = .008). In 2015-2018, age-adjusted rates of lipid control were significantly lower for women than for men (OR, 0.54 [95% CI, 0.40 to 0.72]). In addition, when compared with White adults, rates of lipid control while taking statins were significantly lower among Black adults (OR, 0.66 [95% CI, 0.47 to 0.94]) and other Hispanic adults (OR, 0.59 [95% CI, 0.37 to 0.95]); no significant differences were observed for other racial and ethnic groups. Conclusions and Relevance In this serial cross-sectional study, lipid concentrations improved in the US adult population from 2007-2008 through 2017-2018. These patterns were observed across all racial and ethnic subgroups, with the exception of non-Hispanic Asian adults.
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Affiliation(s)
- Rahul Aggarwal
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
- Heart and Vascular Center, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Deepak L. Bhatt
- Heart and Vascular Center, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California
| | - Robert W. Yeh
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Rishi K. Wadhera
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
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50
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Tecson KM, Kluger AY, Cassidy-Bushrow AE, Liu B, Coleman CM, Jones LK, Jefferson CR, VanWormer JJ, McCullough PA. Usefulness of Statins as Secondary Prevention Against Recurrent and Terminal Major Adverse Cardiovascular Events. Am J Cardiol 2022; 176:37-42. [PMID: 35606173 DOI: 10.1016/j.amjcard.2022.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/24/2022] [Accepted: 04/05/2022] [Indexed: 11/01/2022]
Abstract
Clinical guidelines recommend statins for patients with atherosclerotic cardiovascular disease (ASCVD), but many remain untreated. The goal of this study was to assess the impact of statin use on recurrent major adverse cardiovascular events (MACE). This study used medical records and insurance claims from 4 health care systems in the United States. Eligible adults who survived an ASCVD hospitalization from September 2013 to September 2014 were followed for 1 year. A multivariable extended Cox model examined the outcome of time-to-first MACE, then a multivariable joint marginal model investigated the association between post-index statin use and nonfatal and fatal MACE. There were 8,168 subjects in this study; 3,866 filled a statin prescription ≤90 days before the index ASCVD event (47.33%) and 4,152 filled a statin prescription after the index ASCVD event (50.83%). These post-index statin users were younger, with more co-morbidities. There were 763 events (315/763, 41.3% terminal) experienced by 686 (8.4%) patients. The adjusted overall MACE risk reduction was 18% (HR 0.82, 95% CI 0.70 to 0.95, p = 0.007) and was more substantial in the first 180 days (HR 0.72, 95% CI 0.60 to 0.86, p <0.001). There was a nonsignificant 19% reduction in the number of nonfatal MACE (rate ratio 0.81, 95% CI 0.49 to 1.32, p = 0.394) and a 65% reduction in the risk of all-cause death (HR 0.35, 95% CI 0.22 to 0.56, p <0.001). In conclusion, we found a modest increase in statin use after an ASCVD event, with nearly half of the patients untreated. The primary benefit of statin use was protection against early death. Statin use had the greatest impact in the first 6 months after an ASCVD event; therefore, it is crucial for patients to quickly adhere to this therapy.
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Affiliation(s)
- Kristen M Tecson
- Baylor Heart and Vascular Institute, Baylor Scott & White Research Institute, Dallas, Texas.
| | - Aaron Y Kluger
- Baylor Heart and Vascular Institute, Baylor Scott & White Research Institute, Dallas, Texas
| | | | - Bin Liu
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | - Chad M Coleman
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | - Laney K Jones
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania
| | - Celeena R Jefferson
- Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, Pennsylvania
| | - Jeffrey J VanWormer
- Center for Clinical Epidemiology & Population Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin
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