Variation in Lipid-Lowering Therapy Use in Patients With Low-Density Lipoprotein Cholesterol ≥190 mg/dL: Insights From the National Cardiovascular Data Registry–Practice Innovation and Clinical Excellence Registry
Open accessAbstract
Background: Patients with low-density lipoprotein cholesterol (LDL-C) ≥190 mg/dL are at high risk of atherosclerotic cardiovascular disease events. Treatment guidelines recommend intensive treatment in these patients. Variation in the use of lipid-lowering therapies (LLTs) in these patients in a national sample of cardiology practices is not known. Methods and Results: Using data from the American College of Cardiology National Cardiovascular Data Registry–Practice Innovation and Clinical Excellence registry, we assessed the proportion of patients with LDL-C ≥190 mg/dL (n=49 447) receiving statin, high-intensity statin, LLT associated with ≥50% LDL-C lowering, ezetimibe, or a PCSK9 (proprotein convertase subtilisin/kexin type 9) inhibitor between January 2013 and December 2016. We assessed practice-level rates and variation in LLT use using median rate ratio (MRR) adjusted for patient and practice characteristics. MRRs represent the likelihood that 2 random practices would differ in treatment of identical patients with LDL-C ≥190 mg/dL. The proportion of patients receiving a statin, high-intensity statin, LLT associated with ≥50% LDL-C reduction, ezetimibe, or PCSK9 inhibitor were 58.5%, 31.9%, 34.6%, 8.5%, and 1.5%, respectively. Median practice-level rates and adjusted MRR for statin (56% [interquartile range, 47.3%–64.8%]; MRR, 1.20 [95% confidence interval [CI], 1.17–1.23]), high-intensity statin (30.2% [interquartile range, 12.1%–41.1%]; MRR, 2.31 [95% CI, 2.12–2.51]), LLT with ≥50% LDL-C lowering (31.8% [interquartile range, 15.3%–45.5%]; MRR, 2.12 [95% CI, 1.95–2.28]), ezetimibe (5.8% [interquartile range, 2.8%–9.8%]; MRR, 2.42 [95% CI, 2.21–2.63]), and PCSK9 inhibitors (0.16% [interquartile range, 0%–1.9%]; MRR, 2.38 [95% CI, 2.04–2.72]) indicated significant gaps and >200% variation in receipt of several of these medications for patients across practices. Among those without concomitant atherosclerotic cardiovascular disease, even larger treatment gaps were noted (proportion of patients on a statin, high-intensity statin, LLT with ≥50% LDL-C reduction, ezetimibe, or PCSK9 inhibitor were 50.8%, 25.25%, 26.8%, 4.9%, and 0.74%, respectively). Conclusions: Evidence-based LLT use remains low among patients with elevated LDL-C with significant variation in care. System-level interventions are needed to address these gaps and reduce variation in care of these high-risk patients.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In a registry of nearly 50,000 US patients with LDL-C levels greater than 190 mg/dL but without cardiovascular disease, only 58.5% were taking a statin.
“In a registry of nearly 50 000 US patients with LDL-C levels greater than 190 mg/dL but without cardiovascular disease, only 58.5% were taking a statin.15”
From Bempedoic Acid for Primary Prevention of Cardiovascular Events in Statin-Intolerant Patients (2023) · cites this paper as [15]
The Results (page unavailable) report 49,447 patients with LDL-C ≥190 mg/dL and a 58.5% statin-therapy rate for the full cohort. The Abstract’s Methods and Results give a different rate, 50.8%, for patients without concomitant ASCVD. The Discussion also clarifies that the registry recorded prescriptions, not whether patients took the medication. (LLM, conf=0.91)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Toprak, Ö., Kurt, H., Sarı, Y., Şarkış, C., Us, H., & Kırık, A. (2017) · Kidney & Blood Pressure Research · doi:10.1159/000468530 · Cited by 29,769 · see citing works
Grundy, 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
Crossing the Quality Chasm: A New Health System for the 21st Century
Baker, A. (2001) · BMJ · doi:10.1136/bmj.323.7322.1192 · Cited by 10,754 · see citing works
Antiinflammatory Therapy with Canakinumab for Atherosclerotic Disease
Ridker, P. M., Everett, B. M., Thuren, T., MacFadyen, J. G., Chang, W. H., Ballantyne, C., Fonseca, F., Nicolau, J., Koenig, W., Anker, S. D., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1707914 · Cited by 9,482 · see citing works
Self-citationCrossing the Quality Chasm: A New Health System for the 21st Century
Committee on Quality of Health Care in America (2002) · Journal for Healthcare Quality · doi:10.1111/j.1945-1474.2002.tb00463.x · Cited by 8,508 · 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
Self-citationGoldstein, H. (2006) · Technometrics · doi:10.1198/tech.2006.s417 · Cited by 4,960 · 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
Self-citationBero, L. A., Grilli, R., Grimshaw, J. M., Harvey, E., Oxman, A. D., & Thomson, M. A. (1998) · BMJ · doi:10.1136/bmj.317.7156.465 · Cited by 2,396 · see citing works
Goldstein, H. (2010) · Wiley series in probability and statistics · doi:10.1002/9780470973394 · Cited by 1,581 · see citing works
Bruckert, E., Hayem, G., Dejager, S., Yau, C., & Bégaud, B. (2005) · Cardiovascular Drugs and Therapy · doi:10.1007/s10557-005-5686-z · Cited by 1,226 · see citing works
Khera, A. V., Won, H.-H., Peloso, G. M., Lawson, K. S., Bartz, T. M., Deng, X., van Leeuwen, E. M., Natarajan, P., Emdin, C. A., Bick, A. G., et al. (2016) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2016.03.520 · Cited by 942 · see citing works
Efficacy of statins in familial hypercholesterolaemia: a long term cohort study
Versmissen, J., Oosterveer, D. M., Yazdanpanah, M., Defesche, J. C., Basart, D. C. G., Liem, A. H., Heeringa, J., Witteman, J. C. M., Lansberg, P. J., Kastelein, J. J. P., et al. (2008) · BMJ · doi:10.1136/bmj.a2423 · Cited by 719 · see citing works
Neil, A., Cooper, J., Betteridge, J., Capps, N., McDowell, I., Durrington, P., Seed, M., Humphries, S. E., & on behalf of the Simon Broome Familial Hyperlipidaemia Register Group (2008) · European Heart Journal · doi:10.1093/eurheartj/ehn422 · Cited by 425 · see citing works
Genetic identification of familial hypercholesterolemia within a single U.S. health care system
Abul-Husn, N. S., Manickam, K., Jones, L. K., Wright, E. A., Hartzel, D. N., Gonzaga-Jauregui, C., O’Dushlaine, C., Leader, J. B., Lester Kirchner, H., Lindbuchler, D. M., et al. (2016) · Science · doi:10.1126/science.aaf7000 · Cited by 425 · see citing works
The National Cardiovascular Data Registry (NCDR) Data Quality Brief
Messenger, J. C., Ho, K. K. L., Young, C. H., Slattery, L. E., Draoui, J. C., Curtis, J. P., DEHMER, G. J., Grover, F. L., Mirro, M. J., Reynolds, M. R., et al. (2012) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2012.07.020 · Cited by 367 · see citing works
Self-citationAttainment of LDL-Cholesterol Treatment Goals in Patients With Familial Hypercholesterolemia
de Isla, L. P., Rodrigo Alonso, K., Watts, G. F., Mata, N., Cerezo, A. S., Muñiz-Grijalvo, O., Fuentes, F. J., Díaz-Díaz, J. L., de Andrés, R., Zambón, D., et al. (2016) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2016.01.008 · Cited by 241 · see citing works
Treatment Gaps in Adults With Heterozygous Familial Hypercholesterolemia in the United States
deGoma, E. M., Ahmad, Z., O'Brien, E. C., Kindt, I., Shrader, P. J., Newman, C. B., Pokharel, Y., Baum, S. J., Hemphill, L., Hudgins, L. C., et al. (2016) · Circulation Cardiovascular Genetics · doi:10.1161/circgenetics.116.001381 · Cited by 225 · see citing works
Self-citationSingh, H., Thomas, E. J., Mani, S., Sittig, D., Arora, H., Espadas, D., Khan, M. M., & Petersen, L. A. (2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.263 · Cited by 212 · see citing works
Self-citationGinsberg, H. N., Rader, D. J., Raal, F. J., Guyton, J. R., Baccara‐Dinet, M. T., Lorenzato, C., Pordy, R. C., & Stroes, E. S. G. (2016) · Cardiovascular Drugs and Therapy · doi:10.1007/s10557-016-6685-y · Cited by 212 · see citing works
Perak, A. M., Ning, H., de Ferranti, S. D., Gooding, H. C., Wilkins, J. T., & Lloyd‐Jones, D. M. (2016) · Circulation · doi:10.1161/circulationaha.116.022335 · Cited by 198 · see citing works
Vallejo-Vaz, A. J., Robertson, M., Catapano, A. L., Watts, G. F., Kastelein, J. J., Packard, C. J., Ford, I., & Ray, K. K. (2017) · Circulation · doi:10.1161/circulationaha.117.027966 · Cited by 185 · see citing works
Treatment strategies in patients with statin intolerance: the Cleveland Clinic experience
Mampuya, W. M., Frid, D., Rocco, M., Huang, J., Brennan, D. M., Hazen, S. L., & Cho, L. (2013) · American Heart Journal · doi:10.1016/j.ahj.2013.06.004 · Cited by 173 · see citing works
Cardiac Performance Measure Compliance in Outpatients
Chan, P. S.-F., Oetgen, W. J., Buchanan, D. M., Mitchell, K. R., Fiocchi, F. F., Tang, F., Jones, P. G., Breeding, T., Thrutchley, D., Rumsfeld, J. S., et al. (2010) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.03.043 · Cited by 159 · see citing works
Orringer, C. E., Jacobson, T. A., Saseen, J. J., Brown, A. S., Gotto, A. M., Ross, J. L., & Underberg, J. A. (2017) · Journal of clinical lipidology · doi:10.1016/j.jacl.2017.05.001 · Cited by 101 · see citing works
Continued Statin Prescriptions After Adverse Reactions and Patient Outcomes
Zhang, H., Plutzky, J., Shubina, M., & Turchin, A. (2017) · Annals of Internal Medicine · doi:10.7326/m16-0838 · Cited by 93 · see citing works
Hira, R. S., Kennedy, K. F., Nambi, V., Jneid, H. M., Alam, M., Basra, S. S., Ho, P. M., Deswal, A. M., Ballantyne, C. M., Petersen, L. A., et al. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2014.10.035 · Cited by 76 · see citing works
Self-citationUnderstanding the management of electronic test result notifications in the outpatient setting
Hysong, S. J., Sawhney, M. K., Wilson, L., Sittig, D. F., Esquivel, A., Singh, S., & Singh, H. (2011) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-11-22 · Cited by 68 · see citing works
Provider understanding of the 2013 ACC/AHA cholesterol guideline
Virani, S. S., Pokharel, Y., Steinberg, L., Chan, W., Akeroyd, J. M., Gowani, S. A., Kalra, A., Polsani, V. R., Miedema, M. D., Jones, P. H., et al. (2015) · Journal of clinical lipidology · doi:10.1016/j.jacl.2015.11.002 · Cited by 64 · see citing works
Self-citationVirani, S. S., Woodard, L., Chitwood, S. S., Landrum, C. R., Urech, T. H., Wang, D., Murawsky, J., Ballantyne, C. M., & Petersen, L. A. (2011) · American Heart Journal · doi:10.1016/j.ahj.2011.07.013 · Cited by 56 · see citing works
Self-citationCommentary--improving diabetes care by combating clinical inertia.
O'Connor, P. (2005) · Health Services Research · doi:10.1111/j.1475-6773.2005.00437.x · Cited by 52 · see citing works
Bangalore, S., Fayyad, R., Kastelein, J. J., Laskey, R., Amarenco, P., DeMicco, D. A., & Waters, D. D. (2016) · The American Journal of Medicine · doi:10.1016/j.amjmed.2015.10.024 · Cited by 51 · see citing works
Practice-Level Variation in Statin Use Among Patients With Diabetes
Pokharel, Y., GOSCH, K. L., Nambi, V., Chan, P. S., Kosiborod, M., Oetgen, W. J., Spertus, J. A., Ballantyne, C. M., Petersen, L. A., & Virani, S. S. (2016) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2016.06.048 · Cited by 51 · see citing works
Self-citationPokharel, Y., Akeroyd, J. M., Ramsey, D. J., Hira, R. S., Nambi, V., Shah, T., Woodard, L., Winchester, D. E., Ballantyne, C. M., Petersen, L. A., et al. (2016) · Clinical Cardiology · doi:10.1002/clc.22503 · Cited by 50 · see citing works
Self-citationFrequency and Practice-Level Variation in Inappropriate and Nonrecommended Prasugrel Prescribing
Hira, R. S., Kennedy, K., Jneid, H. M., Alam, M., Basra, S. S., Petersen, L. A., Ballantyne, C. M., Nambi, V., Chan, P. S., & Virani, S. S. (2014) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2014.04.011 · Cited by 41 · see citing works
Self-citationHira, R. S., Kennedy, K., Jneid, H. M., Alam, M., Basra, S. S., Ballantyne, C. M., Nambi, V., Chan, P. S., & Virani, S. S. (2014) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(14)62164-1 · Cited by 39 · see citing works
Self-citationKawashiri, M., Nohara, A., Noguchi, T., Tada, H., Nakanishi, C., Mori, M., Konno, T., Hayashi, K., Fujino, N., Inazu, A., et al. (2011) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2011.09.019 · Cited by 36 · see citing works
Pokharel, Y., Steinberg, L., Chan, W., Akeroyd, J. M., Jones, P. H., Nambi, V., Nasir, K., Petersen, L. A., Ballantyne, C. M., & Virani, S. S. (2016) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2015.12.044 · Cited by 21 · see citing works
Self-citation
Flagged first, then by citations
1 of the 40 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [5]Vallejo-Vaz AJ Robertson M Catapano AL Watts GF Kastelein JJ Packard CJ Ford I Ray KK LDL-Cholesterol Lowering for the Primary Prevention of Cardiovascular Disease Among Men with Primary Elevations of LDL-Cholesterol Levels of 190 mg/dL or Above: Analyses from the WOSCOPS 5-year Randomised Trial and 20-year Observational Follow-Up Circulation 2017 136 1878 1891 28877913
Cited by
Sorted by citations
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
Self-citationHeart Disease and Stroke Statistics—2021 Update: A Report From the American Heart Association
Virani, S. S., Alonso, A., Aparicio, H. J., Benjamin, E. J., Bittencourt, M. S., Callaway, C. W., Carson, A. P., Chamberlain, A. M., Cheng, S., Delling, F. N., et al. (2021) · Circulation · doi:10.1161/cir.0000000000000950 · Cited by 5,784 · see citing works
Self-citationMartin, S. S., Aday, A. W., Almarzooq, Z. I., Anderson, C. A. M., Arora, P., Avery, C. L., Baker-Smith, C. M., Barone Gibbs, B., Beaton, A. Z., Boehme, A. K., et al. (2024) · Circulation · doi:10.1161/cir.0000000000001209 · Cited by 2,800 · see citing works
Efficacy and Safety of Bempedoic Acid in Patients With Hypercholesterolemia and Statin Intolerance
Laufs, U., Banach, M., Mancini, G. B. J., Gaudet, D., Bloedon, L. T., Sterling, L. R., Kelly, S., & Stroes, E. S. G. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.118.011662 · Cited by 432 · see citing works
High-Intensity Statin Use Among Patients With Atherosclerosis in the U.S.
Nelson, A. J., Haynes, K., Shambhu, S., Eapen, Z. J., Cziraky, M. J., Nanna, M. G., Calvert, S. B., Gallagher, K., Pagidipati, N. J., & Granger, C. B. (2022) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2022.02.048 · Cited by 153 · see citing works
Bempedoic Acid for Primary Prevention of Cardiovascular Events in Statin-Intolerant Patients
Nissen, S. E., Menon, V., Nicholls, S. J., Brennan, D., Laffin, L., Ridker, P., Ray, K. K., Mason, D., Kastelein, J. J. P., Cho, L., et al. (2023) · JAMA · doi:10.1001/jama.2023.9696 · Cited by 146 · see citing works
Goldstein, L. B., Toth, P. P., Dearborn, J. L., Giugliano, R. P., Hirsh, B. J., Peña, J. M., Selim, M. H., & Woo, D. (2023) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/atv.0000000000000164 · Cited by 95 · see citing works
An “Inclisiran First” Strategy vs Usual Care in Patients With Atherosclerotic Cardiovascular Disease
Koren, M. J., Rodriguez, F., East, C., Toth, P. P., Watwe, V., Abbas, C. A., Sarwat, S., Kleeman, K., Kumar, B., Ali, Y., et al. (2024) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2024.03.382 · Cited by 81 · see citing works
Wilkinson, M. J., Lepor, N. E., & Michos, E. D. (2023) · Journal of the American Heart Association · doi:10.1161/jaha.122.028892 · Cited by 69 · see citing works
Trends in U.S. Ambulatory Cardiovascular Care 2013 to 2017
Maddox, T. M., Song, Y., Allen, J. M., Chan, P. S., Khan, A., Lee, J., Mitchell, J. D., Oetgen, W. J., Ponirakis, A., Segawa, C., et al. (2020) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2019.11.011 · Cited by 49 · see citing works
Self-citationVirani, S. S., Aspry, K. E., Dixon, D. L., Ferdinand, K. C., Heidenreich, P. A., Jackson, E. J., Jacobson, T. A., McAlister, J. L., Neff, D., Gulati, M., et al. (2023) · Journal of clinical lipidology · doi:10.1016/j.jacl.2023.02.003 · Cited by 43 · see citing works
Self-citationthe DARWIN-T2D Network of the Italian Diabetes Society, Morieri, M. L., Avogaro, A., & Fadini, G. P. (2020) · Cardiovascular Diabetology · doi:10.1186/s12933-020-01164-8 · Cited by 46 · see citing works
LDL-C: The Only Causal Risk Factor for ASCVD. Why Is It Still Overlooked and Underestimated?
Ferhatbegović, L., Mršić, D., Kušljugić, S., & Pojskić, B. (2022) · Current Atherosclerosis Reports · doi:10.1007/s11883-022-01037-3 · Cited by 41 · see citing works
Piccinni, C. P., Antonazzo, I. C., Maggioni, A. P., Pedrini, A., Calabria, S., Ronconi, G., Dondi, L., Martini, N., Roberto, G., Sampietro, T., et al. (2019) · Clinical Drug Investigation · doi:10.1007/s40261-019-00877-3 · Cited by 39 · see citing works
Chobufo, M. D., Regner, S. R., Zeb, I., Lacoste, J. L., Virani, S. S., & Balla, S. (2022) · European Journal of Preventive Cardiology · doi:10.1093/eurjpc/zwac103 · Cited by 31 · see citing works
Self-citationBrandts, J., Tittel, S. R., Bramlage, P., Danne, T., Brix, J. M., Zimny, S., Heyer, C. H. J., Holl, R. W., & Müller‐Wieland, D. (2023) · Diabetes Obesity and Metabolism · doi:10.1111/dom.15264 · Cited by 30 · see citing works
Cannon, C. P., de Lemos, J. A., Rosenson, R. S., Ballantyne, C. M., Liu, Y., Yazdi, D., Elliott‐Davey, M., Mues, K. E., Bhatt, D. L., & Kosiborod, M. (2019) · American Heart Journal · doi:10.1016/j.ahj.2019.10.014 · Cited by 29 · see citing works
Self-citationNanna, M. G., Návar, A. M., Wang, T. Y., Li, S., Virani, S. S., Li, Z., Robinson, J. G., Roger, V. L., Wilson, P. W. F., Goldberg, A. C., et al. (2019) · American Heart Journal · doi:10.1016/j.ahj.2019.05.009 · Cited by 27 · see citing works
Self-citationAdoption of PCSK9 Inhibitors Among Patients With Atherosclerotic Disease
Dayoub, E. J., Eberly, L. A., Nathan, A. S., Khatana, S. A. M., Adusumalli, S., Návar, A. M., Giri, J. S., & Groeneveld, P. W. (2021) · Journal of the American Heart Association · doi:10.1161/jaha.120.019331 · Cited by 30 · see citing works
Yan, X. S., Mudiganti, S., Husby, H. M., Hudnut, A. G., Gbotoe, M., & Jones, J. B. (2022) · Scientific Reports · doi:10.1038/s41598-022-21916-8 · Cited by 29 · see citing works
Guidelines for the management of hyperlipidemia: How can clinicians effectively implement them?
Dembowski, E., Freedman, I. G., Grundy, S. M., & Stone, N. J. (2022) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2022.11.009 · Cited by 22 · see citing works
Self-citationVirani, S. S., Aspry, K. E., Dixon, D. L., Ferdinand, K. C., Heidenreich, P. A., Jackson, E. J., Jacobson, T. A., McAlister, J. L., Neff, D., Gulati, M., et al. (2023) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2023.100472 · Cited by 24 · see citing works
Self-citationHigh-Intensity Statins Benefit High-Risk Patients: Why and How to Do Better
Grundy, S. M., Stone, N. J., Blumenthal, R. S., Braun, L. T., Heidenreich, P. A., Lloyd-Jones, D., Orringer, C. E., Saseen, J. J., Smith, S. C., Sperling, L. S., et al. (2021) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2021.02.032 · Cited by 20 · see citing works
Self-citationChiou, T. T., Tomasi, K., Taub, P. R., & Wilkinson, M. J. (2022) · Journal of clinical lipidology · doi:10.1016/j.jacl.2022.10.009 · Cited by 19 · see citing works
Tai, M., Shepherd, J., Bailey, H. M. L., Williams, N., Hatz, M., Tapias, I. C., Catterick, D., & Worth, G. M. (2018) · Current Medical Research and Opinion · doi:10.1080/03007995.2018.1532885 · Cited by 15 · see citing works
Miles, J. A., Scotti, A., Castagna, F., Kuno, T., Leone, P. P., Coisne, A., Ludwig, S., Lavie, C. J., Joshi, P. H., Latib, A., et al. (2023) · Circulation · doi:10.1161/circulationaha.123.064566 · Cited by 14 · see citing works
Self-citationSheth, S., Banach, M., & Toth, P. P. (2024) · Expert Review of Cardiovascular Therapy · doi:10.1080/14779072.2024.2398444 · Cited by 14 · see citing works
Gobbel, G. T., Matheny, M. E., Reeves, R. R., Akeroyd, J. M., Turchin, A., Ballantyne, C. M., Petersen, L. A., & Virani, S. S. (2021) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2021.100300 · Cited by 14 · see citing works
Self-citationPrevalence, treatment, and control of severe hyperlipidemia
Gold, M. E., Nanna, M. G., Doerfler, S. M., Schibler, T., WOJDYLA, D. M., Peterson, E. D., & Návar, A. M. (2020) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2020.100079 · Cited by 13 · see citing works
Eid, W., Sapp, E. H., McCreless, T., Nolan, J. R., & Flerlage, E. (2020) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2020.07.008 · Cited by 13 · see citing works
Hermel, M., Lieberman, M., Slipczuk, L. N., Rana, J. S., & Virani, S. S. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15020459 · Cited by 11 · see citing works
Self-citationZyryanov, S. K., & Butranova, O. I. (2022) · Russian Journal of Cardiology · doi:10.15829/1560-4071-2022-5271 · Cited by 10 · see citing works
Apple, S. J., Clark, R. E., Daich, J., González, M. L., Ostfeld, R. J., Toth, P. P., Bittner, V., Martin, S. S., Rana, J. S., Nasir, K., et al. (2023) · Reviews in Cardiovascular Medicine · doi:10.31083/j.rcm2412350 · Cited by 9 · see citing works
Self-citationLee, M., George, J., Shahab, H., Hermel, M. H., Rana, J. S., & Virani, S. S. (2022) · Current Atherosclerosis Reports · doi:10.1007/s11883-022-00985-0 · Cited by 9 · see citing works
Self-citationBlumenthal, D. M., Maddox, T. M., Aragam, K. G., Sacks, C. A., Virani, S. S., & Wasfy, J. H. (2021) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.120.007237 · Cited by 8 · see citing works
Self-citationThe power of lipid registries for cardiovascular disease prevention
Nishikido, T., & Ray, K. K. (2021) · Current Opinion in Lipidology · doi:10.1097/mol.0000000000000783 · Cited by 8 · see citing works
Marquis‐Gravel, G., Bhatia, S., Brown, V., & Goodman, S. G. (2024) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2024.05.010 · Cited by 7 · see citing works
Mefford, M. T., Zhou, M. M., Zhou, H. C., Derakhshan, H., Harrison, T. N., Zia, M., Kanter, M. H., Scott, R. D., Imley, T. M., Sanders, M. A., et al. (2023) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2023.04.009 · Cited by 6 · see citing works
Is there a role for earlier use of combination therapy?
Revankar, S., Park, J. K., Satish, P., & Agarwala, A. (2024) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2024.100639 · Cited by 6 · see citing works
Singh, C., Valero, D. J., Nisar, J., Ramirez, J. I. T., Suchak, K. K., Isola, S., Hernandez, A. M. S., & Gordon, D. K. (2020) · Cureus · doi:10.7759/cureus.10965 · Cited by 6 · see citing works
Eid, W., Sapp, E. H., Flerlage, E., & Nolan, J. R. (2021) · Journal of the American Heart Association · doi:10.1161/jaha.121.020800 · Cited by 7 · see citing works
Maitra, N. S., Mahtta, D., Navaneethan, S. D., Vaughan, E. M., Kochar, A., Gulati, M., Levine, G. N., Petersen, L. A., & Virani, S. S. (2022) · Current Cardiology Reports · doi:10.1007/s11886-022-01694-5 · Cited by 7 · see citing works
Self-citationBallantyne, C. M., & Virani, S. S. (2020) · European Heart Journal · doi:10.1093/eurheartj/ehaa139 · Cited by 5 · see citing works
Self-citationZheutlin, A. R., Zhang, M., & Conroy, M. B. (2022) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2022.100450 · Cited by 4 · see citing works
Prabhakar, A. P., Vedamurthy, D., & Kalra, D. K. (2025) · Current Cardiovascular Risk Reports · doi:10.1007/s12170-025-00764-x · Cited by 3 · see citing works
Obicetrapib–ezetimibe combination therapy for patients with atherosclerotic cardiovascular disease
Lee, S., & Kim, B. (2025) · The Lancet · doi:10.1016/s0140-6736(25)00827-x · Cited by 3 · see citing works
Ahmed, F., Gross, S., Hammad, S., Wilson, C., Nawas, G. T., & Zeini, B. (2021) · PubMed Central · Cited by 2 · see citing works
Wexelman, W. J., Ciffone, N. A., & Shah, N. P. (2025) · Advances in Therapy · doi:10.1007/s12325-025-03182-y · Cited by 1 · see citing works
Lipidology: The time is now for specialty recognition
Willard, K.-E., Wilson, D. P., Jackson, E. J., Kirkpatrick, C. F., Cheeley, M. K., & Kalra, D. K. (2024) · Journal of clinical lipidology · doi:10.1016/j.jacl.2024.11.002 · Cited by 1 · see citing works
Lipidsenkung: neue Substanzen und neue Konzepte
Brandts, J., Verket, M., & Müller‐Wieland, D. (2022) · Herz · doi:10.1007/s00059-022-05133-7
Morieri, M. L., Avogaro, A., & Fadini, G. P. (2020) · Figshare · doi:10.6084/m9.figshare.13219472
Variation in Lipid Management for Atherosclerotic Cardiovascular Disease Across US Health Systems
Shah, N. P., Peterson, E. D., Shrader, P. J., Shoji, S., Freeman, N. L. B., Martin, S. S., Allred, C., Fernandez, S. A., Chamberlain, A. M., Arnold, J., et al. (2026) · Circulation Population Health and Outcomes · doi:10.1161/circoutcomes.125.012622
- Authors
- Virani, S. S., Kennedy, K. F., Akeroyd, J. M., Morris, P. B., Bittner, V. A., Masoudi, F. A., Stone, N. J., Petersen, L. A., & Ballantyne, C. M.
- Affiliations
- Houston Methodist (US)
- Saint Luke's Health System (US)
- Michael E. DeBakey VA Medical Center (US)
- Medical University of South Carolina (US)
- University of Alabama at Birmingham (US)
- University of Colorado Anschutz (US)
- Northwestern University (US)
- ORCID
- Venue
- Circulation: Cardiovascular Quality and Outcomes
- Published
- 2018-05
- Volume
- 11
- Issue
- 5
- Pages
- e004652-e004652
- ISSN
- 1941-7705 (ISSN-L)
- 1941-7713
- PMC
- PMC5951397
- OpenAlex
- W2802080707
- Cited by
- 53
- References
- 40
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 6 · 2023: 11 · 2022: 12 · 2021: 8 · 2020: 7 · 2019: 4 · 2018: 1
- FWCI
- 5.20
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Circulation Cardiovascular Quality and Outcomes (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eCommons - AKU (Aga Khan University) (submittedVersion)
- Funders
- American Diabetes Association
- U.S. Department of Veterans Affairs
- American Heart Association
- American College of Cardiology Foundation
- Health Services Research and Development
- National Heart, Lung, and Blood Institute (HH-SN-268201100006C)
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Health Sciences › Medicine › Surgery › Coronary Interventions and Diagnostics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Acute Myocardial Infarction Research
- Keywords
- lipid-lowering therapy, hypercholesterolemia, statins, high-intensity statin therapy, ezetimibe, PCSK9 inhibitors, treatment variation, practice-level variation, atherosclerotic cardiovascular disease, guideline adherence, LDL cholesterol lowering
- MeSH terms
- Ezetimibe, Proprotein Convertase 9, Professional Practice Gaps, PCSK9 Inhibitors, Cardiology, Humans, Cholesterol, LDL, Practice Patterns, Physicians', Drug Prescriptions, Registries, Time Factors, United States, Biomarkers, Down-Regulation, Serine Proteinase Inhibitors, Treatment Outcome, Practice Guidelines as Topic, Hydroxymethylglutaryl-CoA Reductase Inhibitors, Guideline Adherence, Quality Indicators, Health Care, Dyslipidemias, Healthcare Disparities
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review