Association Between Poverty and Appropriate Statin Prescription for the Treatment of Hyperlipidemia in the United States: An Analysis From the ACC NCDR PINNACLE Registry
Open accessAbstract
BACKGROUND Poverty is associated with a higher risk of myocardial infarction and cardiac death, both of which are decreased by treatment of hyperlipidemia. There may be differences in the appropriate treatment of hyperlipidemia between richer and poorer Americans. In this study, we aimed to evaluate the association between income level and appropriate lipid-lowering therapy. METHODS We identified outpatient visits in the National Cardiovascular Data Registry's Practice Innovation and Clinical Excellence (PINNACLE) Registry and determined appropriateness of lipid-lowering therapy among patients in different income quintiles (Quintile 5 being the highest income quintile). Logistic regression at the patient level was performed to evaluate the independent association of income and the primary outcome of appropriate statin therapy. The analysis was repeated before and after November 2013 given a change in guideline definitions. RESULTS The study included 1,655,723 patients. Overall, 68-73% of patients were treated appropriately under the ATP III Guidelines and 57-62% of patients were treated appropriately under the ACC/AHA Guidelines. Patients in the wealthiest quintile had higher odds of appropriate statin therapy under both guidelines relative to patients in the poorest quintile (OR 1.06 [1.05-1.07] for ATP III and OR 1.03 [1.01-1.04] for ACC/AHA). In the whole sample, patients with higher estimated income had a small but significant increased likelihood of appropriate statin therapy (point-biserial correlation 0.035 [p < 0.001] for ATP III and 0.026 [p < 0.001] for ACC/AHA). CONCLUSIONS Here we describe a small association between appropriate statin use and income. Further investigation into barriers in the use of evidence-based therapies in poorer populations is needed.
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Cites a retracted work: 10.1002/14651858.cd009217.pub2
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Cited work 10.1002/14651858.cd009217.pub2 · retraction date not known · this paper published 2020-08
“Taylor, 2013, Statins for the primary prevention of cardiovascular disease, Cochrane Database Syst Rev, 1, 10.1002/14651858.CD009217.pub2”
Cites
1 retracted
Reduced dietary salt for the prevention of cardiovascular disease
Taylor, R. S., Ashton, K. E., Moxham, T., Hooper, L., & Ebrahim, S. B. J. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd009217.pub2 · Cited by 311 · see citing works
RetractedGrundy, S. M., Bilheimer, D. W., Chait, A., Clark, L. T., Denke, M. A., Havel, R. J., Hazzard, W. R., Hulley, S. B., Hunninghake, D. B., Kreisberg, R. A., et al. (1993) · JAMA · doi:10.1001/jama.269.23.3015 · Cited by 27,944 · see citing works
Expert Panel on Detection, E. (2001) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.285.19.2486 · Cited by 26,011 · see citing works
Heart Disease and Stroke Statistics—2017 Update: A Report From the American Heart Association
Benjamin, E. J., Blaha, M. J., Chiuve, S. E., Cushman, M., Das, S. R., Deo, R., de Ferranti, S. D., Floyd, J., Fornage, M., Gillespie, C., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000485 · Cited by 12,591 · see citing works
Self-citationPrediction of coronary heart disease using risk factor categories
Wilson, P. W. F., D’Agostino, R. B., Levy, D., Belanger, A. M., Silbershatz, H., & Kannel, W. B. (1998) · Circulation · doi:10.1161/01.cir.97.18.1837 · Cited by 9,581 · see citing works
Stone, N. J., Robinson, J. G., Lichtenstein, A. H., Bairey Merz, C. N., Blum, C. B., Eckel, R. H., Goldberg, A. C., Gordon, D., Levy, D., Lloyd-Jones, D. M., et al. (2014) · Circulation · doi:10.1161/01.cir.0000437738.63853.7a · Cited by 7,081 · see citing works
Stone, N. J., Robinson, J. G., Lichtenstein, A. H., Bairey Merz, C. N., Blum, C. B., Eckel, R. H., Goldberg, A. C., Gordon, D., Levy, D., Lloyd-Jones, D. M., et al. (2014) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.11.002 · Cited by 3,845 · see citing works
Grundy, S. M., Stone, N. J., Bailey, A. L., Beam, C., Birtcher, K. K., Blumenthal, R. S., Braun, L. T., de Ferranti, S., Faiella-Tommasino, J., Forman, D. E., et al. (2019) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2018.11.003 · Cited by 2,691 · see citing works
Self-citationStatins for the primary prevention of cardiovascular disease
Taylor, F., Huffman, M. D., Macedo, A. F., Moore, T. H., Burke, M., Davey Smith, G., Ward, K., Ebrahim, S., & Gay, H. C. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004816.pub5 · Cited by 1,934 · see citing works
Socioeconomic factors and cardiovascular disease: a review of the literature.
Kaplan, G. A., & Keil, J. E. (1993) · Circulation · doi:10.1161/01.cir.88.4.1973 · Cited by 1,845 · see citing works
Havranek, E. P., Mujahid, M. S., Barr, D. A., Blair, I. V., Cohen, M. S., Cruz-Flores, S., Davey-Smith, G., Dennison-Himmelfarb, C. R., Lauer, M. S., Lockwood, D. W., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000228 · Cited by 1,472 · see citing works
Krieger, N., Chen, J. T., Waterman, P. D., Rehkopf, D. H., & Subramanian, S. V. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.10.1655 · Cited by 711 · see citing works
Wanner, C., the Kidney Disease: Improving Global Outcomes Lipid Guideline Development Work Group Members, & Tonelli, M. (2014) · Kidney International · doi:10.1038/ki.2014.31 · Cited by 649 · see citing works
Epstein, A. M., Ayanian, J. Z., Keogh, J. H., Noonan, S. J., Armistead, N. C., Cleary, P. D., Weissman, J. S., David-Kasdan, J. A., CARLSON, D. M., Fuller, J., et al. (2000) · New England Journal of Medicine · doi:10.1056/nejm200011233432106 · Cited by 568 · see citing works
Socioeconomic Status and Risk for Substandard Medical Care
Burstin, H. R. (1992) · JAMA · doi:10.1001/jama.1992.03490170055025 · Cited by 242 · see citing works
Proportion and Risk Indicators of Nonadherence to Statin Therapy: A Meta-analysis
Lemstra, M., Blackburn, D. F., Crawley, A., & Fung, R. (2012) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2012.05.007 · Cited by 194 · see citing works
Socioeconomic Status and Mortality after Acute Myocardial Infarction
Alter, D. A., Chong, A. S., Austin, P. C., Mustard, C., Iron, K., Williams, J. I., Morgan, C. D., Tu, J. V., Irvine, J., Naylor, C. D., et al. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-2-200601170-00005 · Cited by 193 · see citing works
Race, Sex, Poverty, and the Medical Treatment of Acute Myocardial Infarction in the Elderly
Rathore, S. S., Berger, A. K., Weinfurt, K. P., Feinleib, M., Oetgen, W. J., Gersh, B. J., & Schulman, K. A. (2000) · Circulation · doi:10.1161/01.cir.102.6.642 · Cited by 185 · see citing works
Odutayo, A., Gill, P., Shepherd, S., Akingbade, A., Hopewell, S., Tennankore, K., Hunn, B. H., & Emdin, C. A. (2017) · JAMA Cardiology · doi:10.1001/jamacardio.2017.1658 · Cited by 155 · see citing works
Masoudi, F. A., Ponirakis, A., Yeh, R. W., Maddox, T. M., Beachy, J., Casale, P. N., Curtis, J. P., de Lemos, J. A., Fonarow, G. C., Heidenreich, P. A., et al. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.05.099 · Cited by 147 · see citing works
Self-citationPhilbin, E. F., McCullough, P. A., DiSalvo, T. G., et al. (2000) · Circulation · doi:10.1161/01.cir.102.suppl_3.iii-107 · Cited by 113 · see citing works
Ahmad, Z. (2014) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2014.02.033 · Cited by 110 · see citing works
Pokharel, Y., Tang, F., Jones, P. G., Nambi, V., Bittner, V. A., Hira, R. S., Nasir, K., Chan, P. S., Maddox, T. M., Oetgen, W. J., et al. (2017) · JAMA Cardiology · doi:10.1001/jamacardio.2016.5922 · Cited by 107 · see citing works
Self-citationSocioeconomic Status and Outcome Following Acute Myocardial Infarction in Elderly Patients
Rao, S. V., Schulman, K. A., Curtis, L. H., Gersh, B. J., & Jollis, J. G. (2004) · Archives of Internal Medicine · doi:10.1001/archinte.164.10.1128 · Cited by 106 · see citing works
Subherwal, S., Patel, M. R., Tang, F., Smolderen, K. G. E., Jones, W. S., Tsai, T. T., Ting, H. H., Bhatt, D. L., Spertus, J. A., & Chan, P. S. (2013) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2013.04.018 · Cited by 66 · see citing works
Deans, K. A., Bezlyak, V., Ford, I., Batty, G. D., BURNS, H. J. G., Cavanagh, J., de Groot, E., McGinty, A., Millar, K., Shiels, P. G., et al. (2009) · BMJ · doi:10.1136/bmj.b4170 · Cited by 64 · see citing works
Auger, K. A., Kahn, R. S., Simmons, J. M., Huang, B., Shah, A. N., Timmons, K. M., & Beck, A. F. (2016) · Academic Pediatrics · doi:10.1016/j.acap.2016.07.003 · Cited by 45 · see citing works
The Improving Continuous Cardiac Care (IC3) Program and Outpatient Quality Improvement
Chan, P. S., Oetgen, W. J., & Spertus, J. A. (2010) · The American Journal of Medicine · doi:10.1016/j.amjmed.2009.09.019 · Cited by 33 · see citing works
Factors Related to the Keeping of Appointments by Indigent Clients
Ide, B. A., Curry, M. A., & Drobnies, B. (1993) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2010.0181 · Cited by 27 · see citing works
Muntaner, C. (2001) · Annals of Epidemiology · doi:10.1016/s1047-2797(00)00210-6 · Cited by 23 · see citing works
Verma, A. A., Jimenez, M. P., Subramanian, S. V., Sniderman, A. D., & Razak, F. A. (2017) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.117.003764 · Cited by 12 · see citing works
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Heart Disease and Stroke Statistics—2023 Update: A Report From the American Heart Association
Tsao, C. W., Aday, A. W., Almarzooq, Z. I., Anderson, C. A. M., Arora, P., Avery, C. L., Baker-Smith, C. M., Beaton, A. Z., Boehme, A. K., Buxton, A. E., et al. (2023) · Circulation · doi:10.1161/cir.0000000000001123 · Cited by 8,300 · see citing works
Self-citationHeart Disease and Stroke Statistics—2022 Update: A Report From the American Heart Association
Tsao, C. W., Aday, A. W., Almarzooq, Z. I., Alonso, A., Beaton, A. Z., Bittencourt, M. S., Boehme, A. K., Buxton, A. E., Carson, A. P., Commodore-Mensah, Y., et al. (2022) · Circulation · doi:10.1161/cir.0000000000001052 · Cited by 5,987 · see citing works
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- Authors
- Tanguturi, V. K., Kennedy, K. F., Virani, S. S., Maddox, T. M., Armstrong, K., & Wasfy, J. H.
- Affiliations
- Harvard University (US)
- Saint Luke's Hospital (US)
- Michael E. DeBakey VA Medical Center (US)
- Washington University in St. Louis (US)
- Corresponding author
- Tanguturi, Varsha K.
- Wasfy, Jason H.
- ORCID
- Venue
- Cardiovascular Revascularization Medicine
- Publisher
- Elsevier BV
- Published
- 2020-08
- Volume
- 21
- Issue
- 8
- Pages
- 1016-1021
- ISSN
- 1553-8389 (ISSN-L)
- OpenAlex
- W2997829667
- Semantic Scholar
- 2ba60534b2c31b8968a871b745ed8c7fa5bf8255
- Cited by
- 14
- References
- 31
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 3 · 2023: 2 · 2022: 2 · 2020: 2
- FWCI
- 0.87
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Cardiovascular revascularization medicine (publishedVersion)
- PubMed (publishedVersion)
- eCommons - AKU (Aga Khan University) (submittedVersion, cc-by-nc-nd)
- Funders
- American College of Cardiology
- American Heart Association (18CDA34110215)
- National Institutes of Health (KL2 TR001100)
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Social Sciences › Health › Health disparities and outcomes
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
- Keywords
- poverty, income level, statin therapy, hyperlipidemia, health disparities, ATP III guidelines, ACC/AHA guidelines, PINNACLE registry, cardiovascular disease prevention, guideline adherence
- MeSH terms
- Aged, Aged, 80 and over, Female, Humans, Hyperlipidemias, Income, Male, Middle Aged, Practice Patterns, Physicians', Poverty, Registries, Risk Factors, United States, Practice Guidelines as Topic, Risk Assessment, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Guideline Adherence, Healthcare Disparities, Social Determinants of Health
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