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Heintzman J, Kaufmann J, Rodriguez CJ, Lucas JA, Boston D, April-Sanders AK, Chung-Bridges K, Marino M. Statin Eligibility and Prescribing Across Racial, Ethnic, and Language Groups over the 2013 ACC/AHA Guideline Change: a Retrospective Cohort Analysis from 2009 to 2018. J Gen Intern Med 2023; 38:2970-2979. [PMID: 36977971 PMCID: PMC10593667 DOI: 10.1007/s11606-023-08139-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 03/03/2023] [Indexed: 03/30/2023]
Abstract
BACKGROUND It is uncertain if the American College of Cardiology/American Heart Association (ACC/AHA) 2013 guidelines for the use of HMGCoA reductase inhibitors (statins) were associated with increased statin eligibility and prescribing across underserved groups. OBJECTIVE To analyze, by race, ethnicity, and preferred language, patients with indications for and presence of a statin prescription before and after the guideline change. DESIGN Retrospective cohort study. SETTING Multistate community health center (CHC) network with linked electronic health records. PATIENTS Low-income patients aged ≥ 50 with a primary care visit in 2009-2013 or 2014-2018. MAIN MEASURES (1) Odds of each race/ethnicity/language group meeting statin eligibility via the National Cholesterol Education Program Adult Treatment Panel III Guidelines in 2009-2013 or the ACC/AHA guidelines in 2014-2018. (2) Among those eligible, odds of each group in each period with a statin prescription. KEY RESULTS In 2009-2013 (n = 109,330), non-English-preferring Latino (OR = 1.10, 95% CI = 1.03, 1.17), White (OR = 1.41, 95% CI = 1.16, 1.72), and Black patients (OR = 1.25, 95% CI = 1.11, 1.42), were more likely than English-preferring non-Hispanic Whites to meet guideline criteria for statins. Non-English-preferring Black patients, when eligible, were no more likely than non-Hispanic Whites to have statin prescriptions (OR = 1.16, 95% CI = 0.88, 1.54). In 2014-2018 (n = 319,904), English-preferring Latino patients (OR = 1.02, 95% CI = 0.96-1.07) and non-English-preferring Black patients (OR = 1.08, 95% CI = 0.98, 1.19) had similar odds of statin prescription to English-preferring non-Hispanic White patients. English-preferring Black patients were less likely (OR = 0.95, 95% CI = 0.91-0.99) to have a prescription than English-preferring non-Hispanic Whites. CONCLUSION Across the 2013 ACC/AHA guideline change in CHCs serving low-income patients, non-English-preferring patients were consistently more likely to be eligible for and have been prescribed statins. English-preferring Latino and English-preferring Black patients experienced reduced prescribing, comparatively, after the guideline change. Further work should explore the contextual factors that may influence guideline effectiveness and care equity.
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Affiliation(s)
- John Heintzman
- Oregon Health and Science University, Portland, OR, USA.
- OCHIN Inc., Portland, OR, USA.
- PRIMER Lab, Portland, OR, USA.
| | - Jorge Kaufmann
- Department of Family Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Carlos J Rodriguez
- Albert Einstein College of Medicine, Jack and Pearl Resnick Campus, Bronx, NY, USA
| | - Jennifer A Lucas
- Department of Family Medicine, Oregon Health and Science University, Portland, OR, USA
| | | | - Ayana K April-Sanders
- Department of Biostatistics & Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | | | - Miguel Marino
- PRIMER Lab, Portland, OR, USA
- Department of Family Medicine, Oregon Health and Science University, Portland, OR, USA
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Fang Y, Duan C, Chen S, Xie P, Ai W, Wang L, Liu R, Fang H. Increased Legumain/Smad3 expression in atherosclerotic plaque of rat thoracic aorta. Biomed Pharmacother 2019; 119:109353. [PMID: 31521890 DOI: 10.1016/j.biopha.2019.109353] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 08/14/2019] [Accepted: 08/14/2019] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES The purpose of this study was to investigate the role of legumain in the formation and stability of atherosclerotic plaque, as well as to explore the association between legumain with Smad3 pathway in a rat atherosclerosis model. METHODS Rat with thoracic aorta atherosclerosis was established and received treatment with statin (n = 15 each) or controls (n = 10). Serum level of legumain was determined by enzyme-linked immunosorbent assay. Legumain and Smad3 aortic expression levels were assessed by immunohistochemistry and fluorescence microscopy. Protein and mRNA levels were analyzed using Western blot analysis and reverse transcriptase coupled polymerase chain reaction, respectively. RESULTS The atherosclerotic group showed higher serum legumain level than control and statin group. Expression of legumain and Smad3 in macrophages and foam cells was increased in atherosclerotic group compared to control and statin group. The protein and mRNA levels of legumain and Smad3 were significantly attenuated by statin treatment (p < 0.05). For all groups, legumain expression was correlated linearly with Smad3 at mRNA (coefficient: 0.94) and protein (coefficient: 097) level. CONCLUSIONS Legumain and Smad3 expression is highly expressed in mainly atherosclerotic plaque macrophages and linearly related, which is attenuated by statin therapy, suggesting legumain a potential Smad3 pathway-related marker of atherosclerosis.
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Affiliation(s)
- Yeqing Fang
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China; Shenzhen Nanshan Medical Group Headquarters, Shenzhen, 518052, China
| | - Chengcheng Duan
- Department of Cardiology, Shajing Hospital, Guangzhou Medical University, Shenzhen, 518104, China
| | - Shaoyuan Chen
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China
| | - Peiyi Xie
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China
| | - Wen Ai
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China
| | - Lei Wang
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China
| | - Rongzhi Liu
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China
| | - Hongcheng Fang
- Department of Cardiology, Shenzhen Nanshan People's Hospital, Guangdong Medical University, Shenzhen, 518052, China.
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Ramsaran E, Preusse P, Sundaresan D, DiMario S, Patel J, Harrison D, Munsell M, Menzin J. Adherence to Blood Cholesterol Treatment Guidelines Among Physicians Managing Patients With Atherosclerotic Cardiovascular Disease. Am J Cardiol 2019; 124:169-175. [PMID: 31104775 DOI: 10.1016/j.amjcard.2019.04.017] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 04/08/2019] [Accepted: 04/15/2019] [Indexed: 11/26/2022]
Abstract
The ACC/AHA blood cholesterol treatment guidelines recommend statin therapy for all patients after experiencing an acute cardiovascular event. Previous analyses have shown that physicians have been slow to adopt guidelines, and many patients remain untreated or undertreated with statins after a cardiovascular event. However, reasons for this remain unknown. This analysis used electronic medical records and patient chart data from Reliant Medical Group (Worcester, Massachusetts) to evaluate physician adherence to the 2013 ACC/AHA blood cholesterol guidelines when treating patients with evidence of acute atherosclerotic cardiovascular disease and the reasons for the observed treatment decisions. Less than 50% of acute atherosclerotic cardiovascular disease patients were treated according to the ACC/AHA guidelines. Nearly 42% of patients not treated according to guidelines received a lower statin intensity than recommended. The most common reason cited by 41.8% of physicians for treating with a statin intensity below the recommended intensity was low-density lipoprotein cholesterol stable or at goal, despite ACC/AHA guidelines recommending specific statin intensities rather than specific low-density lipoprotein cholesterol levels. In conclusion, physician and patient education on the importance of maximizing lipid-lowering therapy in this high-risk patient population should be emphasized.
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Araújo C, Laszczyńska O, Viana M, Dias P, Maciel MJ, Moreira I, Azevedo A. Calidad del cuidado y mortalidad a 30 días de mujeres y varones con infarto agudo de miocardio. Rev Esp Cardiol 2019. [DOI: 10.1016/j.recesp.2018.05.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Chang TS, Buchipudi A, Fonarow GC, Pfeffer MA, Singer JS, Cheng EM. Physicians Voluntarily Using an EHR-Based CDS Tool Improved Patients' Guideline-Related Statin Prescription Rates: A Retrospective Cohort Study. Appl Clin Inform 2019; 10:421-445. [PMID: 31216590 PMCID: PMC6584145 DOI: 10.1055/s-0039-1692186] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 04/26/2019] [Indexed: 10/26/2022] Open
Abstract
BACKGROUND In 2013, the American College of Cardiology (ACC) and the American Heart Association (AHA) released a revised guideline on statin therapy initiation. The guideline included a 10-year risk calculation based on regression modeling, which made hand calculation infeasible. Compliance to the guideline has been suboptimal, as many patients were recommended but not prescribed statin therapy. Clinical decision support (CDS) tools may improve statin guideline compliance. Few statin guideline CDS tools evaluated clinical outcome. OBJECTIVES We determined if use of a CDS tool, the statin macro, was associated with increased 2013 ACC/AHA statin guideline compliance at the level of statin prescription versus no statin prescription. We did not determine if each patient's statin prescription met ACC/AHA 2013 therapy intensity recommendations (high vs. moderate vs. low). METHODS The authors developed a clinician-initiated, EHR-embedded statin macro command ("statin macro") that displayed the 2013 ACC/AHA statin guideline recommendation in the electronic health record documentation. We included patients who had a primary care visit during the study period (January 1-June 30, 2016), were eligible for statin therapy based on the ACC/AHA guideline prior to the study period, and were not prescribed statin therapy prior to the study period. We tested the association of macro usage and statin therapy prescription during the study period using relative risk and mixed effect logistic regression. RESULTS Subjects included 11,877 patients seen in primary care, who were retrospectively recommended statin therapy at study initiation based on the ACC/AHA guideline, but who had not received statin therapy. During the study period, 125 clinicians used the statin macro command for 389 of the 11,877 patients (3.2%). Of the 389 patients for whom that statin macro was used, 108 patients (28%) had a statin prescribed during the study period. Of the 11,488 for whom the statin macro was not used, 1,360 (13%) patients received a clinician-prescribed statin (relative risk 2.3, p < 0.001). Controlling for patient covariates and clinicians, statin macro usage was significantly associated with statin therapy prescription (odds ratio 2.86, p < 0.001). CONCLUSION Although the statin macro had low uptake, its use was associated with a greater rate of statin prescriptions (dosage not determined) for patients whom 2013 ACC/AHA guidelines required statin therapy.
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Affiliation(s)
- Timothy S. Chang
- Department of Neurology, University of California, Los Angeles, Los Angeles, California, United States
| | - Ashwin Buchipudi
- Information Services and Solutions, University of California, Los Angeles, Los Angeles, California, United States
| | - Gregg C. Fonarow
- Division of Cardiology, Department of Medicine, University of California, Los Angeles, Los Angeles, California, United States
| | - Michael A. Pfeffer
- Division of General Internal Medicine, Department of Medicine, University of California, Los Angeles, Los Angeles, California, United States
| | - Jennifer S. Singer
- Department of Urology, University of California, Los Angeles, Los Angeles, California, United States
| | - Eric M. Cheng
- Department of Neurology, University of California, Los Angeles, Los Angeles, California, United States
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Treatment Gap in Primary Prevention Patients Presenting With Acute Coronary Syndrome. Am J Cardiol 2019; 123:368-374. [PMID: 30497653 DOI: 10.1016/j.amjcard.2018.10.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 10/12/2018] [Accepted: 10/15/2018] [Indexed: 12/31/2022]
Abstract
Previous studies assessing healthcare provider compliance to the 2013 American College of Cardiology/American Heart Association (ACC/AHA) cholesterol guidelines indicate a significant underuse of statin therapy at appropriate intensity. However, data are limited in primary prevention patients. Our study aimed to evaluate the impact of the 2013 ACC/AHA guidelines through a retrospective analysis of primary prevention patients presenting with first time acute coronary syndrome (ACS). We retrospectively calculated the 10-year predicted Atherosclerotic Cardiovascular Disease (10yASCVD) risk in 1,265 patients ages 40 to 75 who presented with ACS and no previous ASCVD. In patients without known ambulatory systolic blood pressure, a multivariable linear regression model was used to predict outpatient systolic blood pressure. Outcomes analyzed in each 10yASCVD category included statin status and statin intensity (high/medium/low) with further categorization by type of ACS event and date of left heart catheterization. In both primary analysis and sensitivity analysis (patients with predicted systolic blood pressure), statistical significance was shown with respect to overall statin status, ST Elevation Myocardial Infarction, and date of left heart catheterization. In summary, retrospective calculation of 10yASCVD in patients with a first ACS event showed a significant number of ACS patients would have qualified for statin therapy per 2013 ACC/AHA guidelines before their event but had not been initiated on one.
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Quality of Care and 30-day Mortality of Women and Men With Acute Myocardial Infarction. ACTA ACUST UNITED AC 2018; 72:543-552. [PMID: 29980406 DOI: 10.1016/j.rec.2018.05.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Accepted: 05/04/2018] [Indexed: 01/22/2023]
Abstract
INTRODUCTION AND OBJECTIVES Despite increased awareness of sex disparities in care and outcomes of acute myocardial infarction (AMI), there appears to have been no consistent attenuation of these differences over the last decade. We investigated differences by sex in management and 30-day mortality using the European Society of Cardiology Acute Cardiovascular Care Association quality indicators (QIs) for AMI. METHODS Proportions and standard errors of the 20 Acute Cardiovascular Care Association QIs were calculated for 771 patients with AMI who were admitted to the cardiology departments of 2 tertiary hospitals in Portugal between August 2013 and December 2014. The association between the composite QI and 30-day mortality was derived from logistic regression. RESULTS Significantly fewer eligible women than men received timely reperfusion, were discharged on dual antiplatelet therapy and high-intensity statins, and were referred to cardiac rehabilitation. Women were less likely to receive recommended interventions (59.6% vs 65.2%; P <.001) and also had higher mean GRACE 2.0 risk score-adjusted 30-day mortality (3.0% vs 1.7%; P <.001). An inverse association between the composite QI and crude 30-day mortality was observed for both sexes (OR, 0.08; 95%CI, 0.01-0.64 for the highest performance tertile vs the lowest). CONCLUSIONS Performance in AMI management is worse for women than men and is associated with higher 30-day mortality, which is also worse for women. Evidence-based QIs have the potential to improve health care delivery and patient prognosis in the overall AMI population and may also bridge the disparity gap between women and men.
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Ruscica M, Macchi C, Pavanello C, Corsini A, Sahebkar A, Sirtori CR. Appropriateness of statin prescription in the elderly. Eur J Intern Med 2018; 50:33-40. [PMID: 29310996 DOI: 10.1016/j.ejim.2017.12.011] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2017] [Revised: 12/15/2017] [Accepted: 12/22/2017] [Indexed: 12/19/2022]
Abstract
Statins, the most widely used drugs in the Western world, have become a pivotal component in the primary and secondary prevention of vascular diseases. Although benefits have been well documented in younger-than-75-year-old individuals, the value of statins in people aged >75years and over is controversial. The CTT meta-analysis calculated an absolute risk reduction of 0.6%/year per 38.7mg/dl reduction in LDL-C levels in patients aged >75years, that would translate into a number needed to treat of 167. However, the absolute effect of a 38.7mg/dl cholesterol lowering on the rate of annual ischemic heart disease mortality is 10-fold larger in older vs younger patients. In order to advise physician prescription, three major Guidelines have been published over the last few years, i.e. the AHA/ACC and the NLA in the US, and the ESC/EAS in Europe. Moreover, statin prescription in the elderly should also consider the cardiovascular outcomes of elderly patients reported in classical statin preventive trials which give important clues on adherence and persistence of use, as well as on drug safety. The present review discusses benefits of intensive vs moderate statin therapy, justifications for the use of aggressive lipid management in the very old and the use of statins in frail elderlies. The final decision on the therapeutic strategy with statins in elderlies at higher risk to develop cardiovascular events should be always based on a careful analysis of the patient's general health and on the presence of metabolic abnormalities or drug interactions potentially leading to risk.
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Affiliation(s)
- M Ruscica
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy.
| | - C Macchi
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - C Pavanello
- Centro E. Grossi Paoletti, Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy
| | - A Corsini
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy; Multimedica IRCCS, Milan, Italy
| | - A Sahebkar
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - C R Sirtori
- Dyslipidemia Center, A.S.S.T. Grande Ospedale Metropolitano Niguarda, Milan, Italy
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