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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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Yang X, Liu L, Xi L, Wu B, Ku C, Wang R, Dai M, Ping Z. Trends in total cholesterol control among American adults with hypercholesterolemia, 1988-2018. Nutr Metab Cardiovasc Dis 2023; 33:1511-1520. [PMID: 37344285 DOI: 10.1016/j.numecd.2023.05.015] [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: 12/05/2022] [Revised: 05/08/2023] [Accepted: 05/10/2023] [Indexed: 06/23/2023]
Abstract
BACKGROUND AND AIMS Cholesterol control and management in patients with hypercholesterolemia are significant for the primary and secondary prevention of atherosclerotic cardiovascular disease. This study analyzed the trend of serum total cholesterol (TC) control (<240 mg/dL and <200 mg/dL) in American adults with hypercholesterolemia and thereby make some effective recommendations for the public health measures. METHODS AND RESULTS Basing on the National Health and Nutrition Examination Survey (NHANES) data from 1988 to 2018 (12 cycles), we calculated the weighted and representative rate of patients with hypercholesterolemia who had controlled TC, and then described the trend. Among the adults with hypercholesterolemia, the age-adjusted rate of those whose TC was less than 240 mg/dL increased from 7.67% (95%CI: 5.94%-9.40%) in 1988-1991 to 58.52% (95%CI: 55.89%-61.15%) in 2013-2014 and then remained stable; and the age-adjusted rate of those whose TC was less than 200 mg/dL increased from 2.49% (95%CI: 1.48%-3.50%) in 1988-1991 to 44.58% (95%CI: 40.00%-49.16%) in 2017-2018. CONCLUSION We concluded that the rate of controlling TC below 200 mg/dL among all patients had shown an increasing trend from 1988 to 2018 in America, while the rate of controlling TC below 240 mg/dL remained stable in recent years after an increasing.
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Affiliation(s)
- Xueke Yang
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Li Liu
- School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, China.
| | - Lijing Xi
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Binbin Wu
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Chaoyue Ku
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Ruizhe Wang
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Man Dai
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China
| | - Zhiguang Ping
- College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
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Liu CJ, Jan HC, Huang HS. Risks of Carotid Artery Stenosis and Atherosclerotic Cardiovascular Disease in Patients with Calcium Kidney Stone: Assessment of Systemic Inflammatory Biomarkers. J Pers Med 2022; 12:jpm12101697. [PMID: 36294835 PMCID: PMC9604970 DOI: 10.3390/jpm12101697] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/07/2022] [Accepted: 10/07/2022] [Indexed: 12/01/2022] Open
Abstract
(1) Background: To assess the clinical significance of preoperative inflammatory biomarkers combined with atherosclerotic cardiovascular disease (ASCVD) risk score to evaluate carotid artery stenosis in patients with calcium kidney stones; (2) Methods: We conducted a prospective observational case-control study, enrolling 74 patients with calcium kidney stones and 66 age- and sex-matched healthy controls. We calculated the inflammatory biomarkers including the neutrophil-lymphocyte ratio (NLR), monocyte-lymphocyte ratio (MLR), and systemic inflammation response index (SIRI). An ultrasound of the carotid arteries was performed on all participants to identify the severity of the stenosis; (3) Results: All inflammatory biomarkers and the severity of carotid artery stenosis were higher in the calcium kidney stone group than in controls. After stratification of ASCVD, inflammatory biomarkers and carotid artery stenosis severity were still significantly higher in the calcium kidney stone group. Multivariate analyses showed that calcium kidney stones significantly increased the risk of ASCVD and carotid artery stenosis. In multivariate linear logistic regression analyses, calcium kidney stone and ASCVD score had a significant association with carotid artery occlusion, but SIRI did not; (4) Conclusions: Calcium kidney stone is associated with higher levels of inflammatory biomarkers and carotid artery stenosis. Calcium kidney stone is associated with higher levels of inflammatory biomarkers and carotid artery stenosis.
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Affiliation(s)
- Chan-Jung Liu
- Department of Urology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan
| | - Hau-Chern Jan
- Division of Urology, Department of Surgery, National Cheng Kung University Hospital Dou-Liou Branch, Yunlin 640, Taiwan
| | - Ho-Shiang Huang
- Department of Urology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan
- Correspondence: ; Tel.: +886-6-2353535 (ext. 5251); Fax: +886-6-2766179
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Hayes DK, Robbins CL, Ko JY. Trends in Selected Chronic Conditions and Related Risk Factors Among Women of Reproductive Age: Behavioral Risk Factor Surveillance System, 2011-2017. J Womens Health (Larchmt) 2020; 29:1576-1585. [PMID: 32456604 PMCID: PMC8039859 DOI: 10.1089/jwh.2019.8275] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Introduction: Chronic diseases in the United States are the leading drivers of disability, death, and health care costs. In women of reproductive age (WRA), chronic disease and related risk factors can also affect fertility and reproductive health outcomes. This analysis of trends from 2011 to 2017 adds additional indicators and updates an analysis covering 2001-2009. Methods: Data from the 2011-2017 Behavioral Risk Factor Surveillance System were analyzed for 265,544 WRA (18-44 years). To assess trends in 12 chronic conditions and related risk factors, we calculated annual prevalence estimates and adjusted prevalence ratios (APRs) with predicted marginals accounting for age, race, Hispanic ethnicity, education, and health care coverage. Results: From 2011 to 2017, prevalence decreased for current smoking (20.7%-15.9%; p < 0.001), gestational diabetes (3.1%-2.7%; p = 0.003), and high cholesterol (19.0%-16.7%; p < 0.001); prevalence increased for depression (20.4%-24.9%; p < 0.001) and obesity (24.6%-27.6%; p < 0.001). After adjustment, in 2017 WRA were more likely to report asthma (APR = 1.06; 95% confidence interval [CI] = 1.01-1.11), physical inactivity (APR = 1.08; 95% CI = 1.04-1.12), obesity (APR = 1.15; 95% CI = 1.11-1.19), and depression (APR = 1.29; 95% CI = 1.25-1.34) compared with 2011. They were less likely to report high cholesterol (APR = 0.89; 95% CI = 0.85-0.94) in 2015 compared with 2011, and current smoking (APR = 0.86; 95% CI = 0.82-0.89) and gestational diabetes (APR = 0.84; 95% CI = 0.75-0.94) in 2017 compared with 2011. Conclusions: Some chronic conditions and related risk factors improved, whereas others worsened over time. Research clarifying reasons for these trends may support the development of targeted interventions to promote improvements, potentially preventing adverse reproductive outcomes and promoting long-term health.
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Affiliation(s)
- Donald K Hayes
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta, Georgia, USA
| | - Cheryl L Robbins
- Division of Reproductive Health, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta, Georgia, USA
| | - Jean Y Ko
- Division of Reproductive Health, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta, Georgia, USA
- United States Public Health Service, Commissioned Corps, Rockville, Maryland, USA
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Aranha LN, Oliveira GMMD. Are we Improving Adherence to Cardiovascular Guidelines? INTERNATIONAL JOURNAL OF CARDIOVASCULAR SCIENCES 2020. [DOI: 10.36660/ijcs.20200131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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The Impact of the 2019 European Guideline for Cardiovascular Risk Management: A Cross-Sectional Study in General Practice. J Clin Med 2020; 9:jcm9072140. [PMID: 32645925 PMCID: PMC7408902 DOI: 10.3390/jcm9072140] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/01/2020] [Accepted: 07/03/2020] [Indexed: 02/07/2023] Open
Abstract
The aim of this study was to assess the impact of the 2019 published European Society of Cardiology (ESC)/European Atherosclerosis Society (EAS) guideline on cardiovascular (CV) risk management compared with its predecessor from 2016 in a cohort in general practice. We performed a cross-sectional retrospective study with data from electronic medical records. The study cohort included 103,351 patients with known CV risk. We assessed changes in CV risk classification and low-density lipoprotein cholesterol (LDL-C) target values, the impact on LDL-C achievement rates, and the current lipid-lowering treatments. Under the 2019 ESC guideline, CV risk categories changed in 27.5% of patients, LDL-C target levels decreased in 71.4% of patients, and LDL-C target achievement rate dropped from 31.1% to 16.5%. Among non-achievers according to the 2019 guideline, 52.2% lacked lipid-lowering drugs entirely, and 41.5% had conventional drugs at a submaximal intensity. Of patients in the high-risk and very high-risk categories, at least 5% failed to achieve the LDL-C target level despite treatment at maximal intensity with conventional lipid-lowering drugs, making them eligible for PCSK-9 inhibitors. In conclusion, the 2019 ESC/EAS guideline lowered LDL-C target values for the majority of patients in general practice and halved LDL-C target achievement rates. There is still a large undeveloped potential to lower CV risk by introducing conventional lipid-lowering drugs, particularly in patients at high or very high CV risk. A substantial proportion of the patients can only achieve their LDL-C targets using PCSK-9 inhibitors, which would currently require an at least 10-fold increase in prescribing of these drugs.
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Romanelli RJ, Ito MK, Karalis DG, Huang HC, Iorga ŞR, Kam IW, Thompson S, Azar KMJ. Statin utilization and low-density lipoprotein cholesterol in statin-treated patients with atherosclerotic cardiovascular disease: Trends from a community-based health care delivery system, 2002-2016. J Clin Lipidol 2020; 14:305-314. [PMID: 32362513 DOI: 10.1016/j.jacl.2020.03.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 03/20/2020] [Accepted: 03/24/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND A better understanding of patterns in statin utilization and low-density lipoprotein cholesterol (LDL-C) among patients with atherosclerotic cardiovascular disease (ASCVD) in a clinical practice setting is needed. OBJECTIVES The objective of this study was to examine statin utilization and LDL-C among new statin users with ASCVD. METHODS This retrospective study used an electronic health record database from a community-based health care system. We identified ASCVD patients ≥21 years of age with a new statin prescription during the study period (2002-2016). Outcomes included high-intensity statin therapy (HIST) prescribing at treatment initiation, medication adherence (defined as proportion of days covered ≥0.80), statin therapy titrations rates, and changes in LDL-C during follow-up. RESULTS Among 6199 eligible patients, mean follow-up was 16.8 months. At treatment initiation, 16.6% of patients received HIST. Approximately 53% of patients were adherent to statin regimens. Mean percent reduction in LDL-c was 25% during follow-up; 18% of patients, overall, and 30% of those initiating on HIST attained LDL-C reductions >50%. Rates of statin intensity-level increases were 8.4 per 100 person-years. HIST prescribing increased over time, beginning after generic atorvastatin availability and preceded treatment guidelines by two years. Initiation on HIST, higher adherence, and treatment intensification during follow-up were independent predictors of attaining LDL-C goals of <70 mg/dL or <100 mg/dL. CONCLUSIONS In a community-based health care system, modest LDL-C lowering for secondary ASCVD prevention is likely driven by suboptimal adherence and low HIST prescribing and treatment intensification rates. Clinician and patient education are needed to reduce clinical inertia and improve medication adherence to better manage ASCVD.
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Affiliation(s)
- Robert J Romanelli
- Sutter Health, Center for Health Systems Research, Palo Alto Medical Foundation Research Institute, Palo Alto, CA, USA.
| | | | - Dean G Karalis
- Thomas Jefferson University Hospital, Sidney Kimmel College of Medicine, Philadelphia, PA, USA
| | - Hsiao-Ching Huang
- Sutter Health, Center for Health Systems Research, Palo Alto Medical Foundation Research Institute, Palo Alto, CA, USA
| | | | - Ivy W Kam
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, USA
| | | | - Kristen M J Azar
- Sutter Health, Center for Health Systems Research, Division of Research, Development and Dissemination, Walnut Creek, CA, USA
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