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Attainment of LDL-Cholesterol Goals in Patients with Previous Myocardial Infarction: A Real-World Cross-Sectional Analysis

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.

Keywords:
Cholesterol, LDL; Atherosclerosis; Secondary Prevention

Resumo

Fundamento:

As diretrizes da Sociedade Europeia de Cardiologia recomendam um nível de colesterol LDL (LDL-C) < 55 mg/dL para pacientes com doença cardiovascular estabelecida. Embora a fórmula de Friedewald ainda seja amplamente utilizada para estimar o LDL-C, a fórmula mais recente de Martin-Hopkins mostrou maior precisão.

Objetivos:

Nosso objetivo foi avaliar: A) a proporção de pacientes que atingiram a meta de LDL-C e as terapias utilizadas em um centro terciário; B) o impacto da utilização do método de Martin-Hopkins em vez do método de Friedewald na proporção de pacientes controlados.

Métodos:

Estudo transversal monocêntrico, incluindo pacientes consecutivos pós-infarto do miocárdio, acompanhados por 20 cardiologistas, em um hospital terciário. Os dados foram coletados retrospectivamente de consultas clínicas realizadas após abril de 2022. Para cada paciente, os níveis de LDL-C e o atingimento das metas foram estimados a partir de um perfil lipídico ambulatorial, utilizando as fórmulas de Friedewald e Martin-Hopkins. Um valor-p bicaudal < 0,05 foi considerado estatisticamente significativo para todos os testes.

Resultados:

Foram incluídos 400 pacientes (com 67 ± 13 anos, 77% do sexo masculino). Utilizando a fórmula de Friedewald, a mediana de LDL-C sob terapia foi de 64 (50-81) mg/dL, e 31% tinham LDL-C dentro da meta. Estatinas de alta intensidade foram usadas em 64% dos pacientes, 37% estavam em uso de ezetimiba e 0,5% estavam em uso de inibidores de PCSK9. A terapia combinada de estatina de alta intensidade + ezetimiba foi utilizada em 102 pacientes (26%). A aplicação do método de Martin-Hopkins reclassificaria um total de 31 pacientes (7,8%). Entre aqueles considerados controlados pela fórmula de Friedewald, 27 (21,6%) teriam LDL-C estimado por Martin-Hopkins acima da meta.

Conclusões:

Menos de um terço dos pacientes pós-infarto do miocárdio apresentaram LDL-C dentro da meta. A aplicação da fórmula de Martin-Hopkins reclassificaria um quinto dos pacientes presumivelmente controlados no grupo de pacientes não controlados.

Palavras-chave:
Colesterol LDL; Aterosclerose; Prevenção Secundária

Introduction

Low-density lipoprotein cholesterol (LDL-C) is a well-established and modifiable risk factor for atherosclerotic cardiovascular disease (ASCVD).11 Pekkanen J, Linn S, Heiss G, Suchindran CM, Leon A, Rifkind BM, et al. Ten-year Mortality from Cardiovascular Disease in Relation to Cholesterol Level Among Men with and without Preexisting Cardiovascular Disease. N Engl J Med. 1990;322(24):1700-7. doi: 10.1056/NEJM199006143222403.
https://doi.org/10.1056/NEJM199006143222...

2 Martin MJ, Hulley SB, Browner WS, Kuller LH, Wentworth D. Serum Cholesterol, Blood Pressure, and Mortality: Implications from a Cohort of 361,662 Men. Lancet. 1986;2(8513):933-6. doi: 10.1016/s0140-6736(86)90597-0.
https://doi.org/10.1016/s0140-6736(86)90...
-33 Sacks FM, Pfeffer MA, Moye LA, Rouleau JL, Rutherford JD, Cole TG, et al. The Effect of Pravastatin on Coronary Events after Myocardial Infarction in Patients with Average Cholesterol Levels. Cholesterol and Recurrent Events Trial investigators. N Engl J Med. 1996;335(14):1001-9. doi: 10.1056/NEJM199610033351401.
https://doi.org/10.1056/NEJM199610033351...
Currently, the 2019 European Society of Cardiology (ESC)/European Atherosclerosis Society (EAS) guidelines for the management of dyslipidemias recommend a reduction of ≥ 50% from the baseline and a goal of LDL-C < 55 mg/dL for secondary prevention (class I-A recommendation).44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Non-HDL-cholesterol (non-HDL-C) is regarded as a secondary goal, with a treatment goal of < 85 mg/dL in patients at very high risk of cardiovascular events.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Intensive lipid-lowering therapy is, therefore, the key to reducing the risk of future cardiovascular events.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Previous trials have provided evidence that high-intensity lipid-lowering therapies are safe and more effective than low-intensity drugs at reducing all-cause mortality and recurrent cardiovascular events in patients with ASCVD.55 Cannon CP, Steinberg BA, Murphy SA, Mega JL, Braunwald E. Meta-Analysis of Cardiovascular Outcomes Trials Comparing Intensive Versus Moderate Statin Therapy. J Am Coll Cardiol. 2006;48(3):438-45. doi: 10.1016/j.jacc.2006.04.070.
https://doi.org/10.1016/j.jacc.2006.04.0...
International recommendations advocate the use of high-intensity statins (a surrogate for achieving a reduction of ≥ 50% of LDL-C) as first-line pharmacotherapy to lower LDL-C and cardiovascular risk.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
In patients at very high risk of cardiovascular events, including those with established ASCVD, not achieving their set goals on a maximum tolerated dose of a statin, the association of ezetimibe and, if necessary, of a PCSK9 inhibitor is recommended.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Despite being increasingly acknowledged that the largest absolute benefits of lipid-lowering therapies occur in individuals at the greatest risk, such as those with previous ASCVD events, there is yet a significant contrast between the guidelines’ recommendations and real-world clinical practice.66 Yao X, Shah ND, Gersh BJ, Lopez-Jimenez F, Noseworthy PA. Assessment of Trends in Statin Therapy for Secondary Prevention of Atherosclerotic Cardiovascular Disease in US Adults From 2007 to 2016. JAMA Netw Open. 2020;3(11):e2025505. doi: 10.1001/jamanetworkopen.2020.25505.
https://doi.org/10.1001/jamanetworkopen....
,77 Collins R, Reith C, Emberson J, Armitage J, Baigent C, Blackwell L, et al. Interpretation of the Evidence for the Efficacy and Safety of Statin Therapy. Lancet. 2016;388(10059):2532-61. doi: 10.1016/S0140-6736(16)31357-5.
https://doi.org/10.1016/S0140-6736(16)31...

Although plasma LDL-C can be directly measured, in clinical practice, it is most often calculated from a standard lipid profile, provided that total cholesterol (TC) is primarily distributed among LDL-C, high-density lipoprotein (HDL-C), and very-low-density lipoprotein (VLDL-C).44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Friedewald equation is the most widely used method for estimating LDL-C.88 Friedewald WT, Levy RI, Fredrickson DS. Estimation of the Concentration of Low-Density Lipoprotein Cholesterol in Plasma, without Use of the Preparative Ultracentrifuge. Clin Chem. 1972;18(6):499-502. Using this method, LDL-C is calculated by subtracting both HDL-C and triglycerides (TG) /5 (as an estimation for VLDL-C) from TC.88 Friedewald WT, Levy RI, Fredrickson DS. Estimation of the Concentration of Low-Density Lipoprotein Cholesterol in Plasma, without Use of the Preparative Ultracentrifuge. Clin Chem. 1972;18(6):499-502. Although convenient, this equation has several limitations. Since a fixed factor of 5 is used to estimate VLDL-C, the Friedewald equation is prone to greater inaccuracy in patients with low LDL-C and/or high TG levels, resulting in a significant underestimation of LDL-C.99 Martin SS, Blaha MJ, Elshazly MB, Brinton EA, Toth PP, McEvoy JW, et al. Friedewald-Estimated Versus Directly Measured Low-Density Lipoprotein Cholesterol and Treatment Implications. J Am Coll Cardiol. 2013;62(8):732-9. doi: 10.1016/j.jacc.2013.01.079.
https://doi.org/10.1016/j.jacc.2013.01.0...
Furthermore, the Friedewald equation must be used with caution in patients at high or very high risk of ASCVD due to its significant underestimation of LDL-C, as this prevents physicians from intensifying guideline-recommended lipid-lowering therapy. The Martin-Hopkins equation is a newer method for estimating LDL-C and has shown greater accuracy than Friedewald’s, especially at low LDL-C and high TG.1010 Martin SS, Blaha MJ, Elshazly MB, Toth PP, Kwiterovich PO, Blumenthal RS, et al. Comparison of a Novel Method vs the Friedewald Equation for Estimating Low-Density Lipoprotein Cholesterol Levels from the Standard Lipid Profile. JAMA. 2013;310(19):2061-8. doi: 10.1001/jama.2013.280532.
https://doi.org/10.1001/jama.2013.280532...
Unlike the Friedewald equation, Martin-Hopkins divides TG by an adjustable factor based on the patient’s non-HDL-C and TG levels. Although the Friedewald equation is still the most often used, the 2018 American Heart Association/ American College of Cardiology Cholesterol guideline provided a class IIa recommendation (Level of Evidence C) for using either the Martin-Hopkins equation or direct measurement in patients with LDL-C < 70 mg/dL.1111 Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNa Guideline on the Management of Blood Cholesterol: a Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019;139(25):e1082-143. doi: 10.1161/CIR.0000000000000625.
https://doi.org/10.1161/CIR.000000000000...
Notably, both equations were only validated for patients with TG < 400 mg/dL.88 Friedewald WT, Levy RI, Fredrickson DS. Estimation of the Concentration of Low-Density Lipoprotein Cholesterol in Plasma, without Use of the Preparative Ultracentrifuge. Clin Chem. 1972;18(6):499-502.,1010 Martin SS, Blaha MJ, Elshazly MB, Toth PP, Kwiterovich PO, Blumenthal RS, et al. Comparison of a Novel Method vs the Friedewald Equation for Estimating Low-Density Lipoprotein Cholesterol Levels from the Standard Lipid Profile. JAMA. 2013;310(19):2061-8. doi: 10.1001/jama.2013.280532.
https://doi.org/10.1001/jama.2013.280532...
,1212 Razi F, Forouzanfar K, Bandarian F, Nasli-Esfahani E. LDL-Cholesterol Measurement in Diabetic Type 2 Patients: a Comparison Between Direct Assay and Popular Equations. J Diabetes Metab Disord. 2017;16:43. doi: 10.1186/s40200-017-0326-2.
https://doi.org/10.1186/s40200-017-0326-...
At higher TG levels, chylomicrons accumulate and may alter the relationship between TG and VLDL-C.1111 Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNa Guideline on the Management of Blood Cholesterol: a Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019;139(25):e1082-143. doi: 10.1161/CIR.0000000000000625.
https://doi.org/10.1161/CIR.000000000000...
In these circumstances, direct LDL-C measurement should be employed.

Objectives

The aims of this study were: A) to assess the proportion of patients reaching their LDL-C goal and the therapies used in a tertiary hospital, and B) to assess the impact of using the Martin-Hopkins method instead of the Friedewald equation on the proportion of controlled patients.

Methods

Study population

This was a single-center cross-sectional study including consecutive post-myocardial infarction patients followed by 20 different cardiologists (each contributing 20 patients) in a tertiary hospital who had had a clinical appointment after April 2022. Patients were considered eligible if they fulfilled all of the following criteria: A) type 1 acute myocardial infarction ≥ 6 months prior to the appointment; B) available ambulatory fasting lipid profile performed at the hospital’s lab; C) stable lipid-lowering therapy for ≥ 6 weeks prior to the blood analysis; D) measured fasting TG level < 400 mg/dL.

Demographic, clinical, and laboratory data

Demographic, clinical, and laboratory data, as well as medication, were collected retrospectively from patients’ electronic medical records of clinical appointments. Data regarding therapeutic changes and follow-up scheduling were also collected. Cardiovascular risk factors and myocardial infarction were defined according to current recommendations.1313 Visseren FLJ, Mach F, Smulders YM, Carballo D, Koskinas KC, Bäck M, et al. 2021 ESC Guidelines on Cardiovascular Disease Prevention in Clinical Practice. Eur Heart J. 2021;42(34):3227-337. doi: 10.1093/eurheartj/ehab484.
https://doi.org/10.1093/eurheartj/ehab48...
,1414 Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, et al. Fourth Universal Definition of Myocardial Infarction (2018). Eur Heart J. 2019;40(3):237-69. doi: 10.1093/eurheartj/ehy462.
https://doi.org/10.1093/eurheartj/ehy462...
Laboratory measurements of TC, HDL-C, and TG were performed from patients’ fasting blood samples at the hospital’s central lab.

This study was conducted according to the amended Declaration of Helsinki. Clinical data was collected by the patient’s attending cardiologist, and irreversibly anonymized prior to its introduction in the database available to the investigators. The patients’ informed consent was waived in the setting of the Quality Certification Program of the National Health Authority for the development of an Internal Audit. There were no missing patients or data. Data was reported according to the RECORD reporting guidelines.1515 Benchimol EI, Smeeth L, Guttmann A, Harron K, Moher D, Petersen I, et al. The REporting of Studies Conducted Using Observational Routinely-collected Health Data (RECORD) Statement. PLoS Med. 2015;12(10):e1001885. doi: 10.1371/journal.pmed.1001885.
https://doi.org/10.1371/journal.pmed.100...

Lipid-lowering therapies and LDL-C goals

Low-intensity statin was defined as a daily dose of simvastatin 10 mg, pravastatin 10-20 mg, lovastatin 20 mg, or fluvastatin 20-40 mg. Moderate-intensity statin was defined as a daily dose of simvastatin 20-40 mg, atorvastatin 10-20 mg, rosuvastatin 5-10 mg, pravastatin 40-80 mg, pitavastatin 1-4 mg, lovastatin 40 mg, or fluvastatin 80 mg. High-intensity statin was defined as a daily dose of rosuvastatin 20-40 mg or atorvastatin 40-80 mg.1111 Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNa Guideline on the Management of Blood Cholesterol: a Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019;139(25):e1082-143. doi: 10.1161/CIR.0000000000000625.
https://doi.org/10.1161/CIR.000000000000...
Patients were considered to be intolerant to statins when it was clearly stated in the clinical records.

For each patient, LDL-C levels and attainment of goals were estimated using both Friedewald and Martin-Hopkins equations. According to ESC guidelines, patients were deemed controlled if they had a fasting LDL-C level within the recommended goal (< 55 mg/dL),44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
while a non-HDL-C level of < 85 mg/dL was a secondary goal.

Statistical analyses

Categorical variables were reported as numbers and percentages. Continuous variables were described as means and standard deviations for normally distributed variables and medians and interquartile ranges for non-normally distributed variables. The normality of the data was assessed using the Kolmogorov–Smirnov test. Clinical characteristics of the subgroups of interest were compared using the χ2-test and Fisher’s exact test (when applicable) for dichotomous variables, and the unpaired student’s t-test or Mann-Whitney U test was used (when applicable) for continuous variables. Univariable and multivariable logistic regression models were used to explore factors associated with no prescription of high-intensity statins and no attainment of LDL-C goals. Only variables with a p-value < 0.05 were included in the multivariable model. A two-tailed p-value of < 0.05 was considered statistically significant for all tests. All analyses were performed using the IBM® SPSS® Statistics software (version 26.0).

Results

Patients’ characteristics and medication

A total of 400 post-myocardial infarction patients were included in the study. The population was comprised of 20 groups of 20 consecutive patients, each cohort being followed up by a different cardiologist. Overall, the last myocardial infarction had occurred a median of five years (IQR 2-12) before the patient’s appointment, and the median clinical practice experience of the attending physicians (i.e., years from medical school graduation) at that time was seven years (IQR 5-26). Patients’ demographic and clinical characteristics are detailed in Table 1 and Supplementary Table 1.

Table 1
Demographic, clinical, and laboratory characteristics of the population under study

Using the Friedewald equation, the median estimated LDL-C under therapy was 64 mg/dL (IQR 50-81), whereas it was 69 mg/dL (IQR 54-86) when calculated by the Martin-Hopkins equation. Depending on the estimation method used (Martin-Hopkins or Friedewald), 102 or 125 patients (26% or 31%, respectively) had an LDL-C within the goals [i.e., < 55 mg/dL] (Central Illustration). In total, 88% (n = 110) of patients deemed controlled by the Friedewald equation and all of those with LDL-C within goals as estimated by the Martin-Hopkins equation achieved the secondary non-HDL-C goal.

High-intensity statins were used in 64% of patients, and 26% were prescribed high-intensity statins in association with ezetimibe (Table 2 and Central Illustration). Statin intolerance was reported in 3.5% (n = 5) of patients not taking high-intensity dosages. The group of patients on high-intensity statins (with or without ezetimibe) attained lower plasmatic levels of LDL-C calculated by the Friedewald equation (62 [IQR 47-75] vs. 72 [57-92] mg/dL, p < 0.001), and non-HDL-C (86 [IQR 69-103] vs. 97 [IQR 79-118] mg/dL, p < 0.001) (Table 1). When considering patients under high-intensity statin plus ezetimibe (n = 102), 35% (n = 36) had their LDL-C within the goal, while 11% (n = 11) remained above 100 mg/dL.

Table 2
Lipid-lowering therapies

On the multivariable logistic regression model, older patients’ age and attending cardiologist’s years of practice were predictors of not prescribing high-intensity statins (Table 3). Factors associated with the attainment of the LDL-C goals are depicted in Supplementary Table 2.

Table 3
Univariable and multivariable analyses exploring factors associated with no high-intensity statin prescription

LDL-C estimation method

By applying the Martin-Hopkins equation instead of Friedewald’s, a total of 31 patients (7.8%) would be reclassified regarding the attainment of the LDL-C goals. While 27 (21.6%) patients deemed controlled by the Friedewald equation would have a Martin-Hopkins calculated LDL-C above 55 mg/dL, 4 (1.5%) patients previously classified as uncontrolled would have a recalculated LDL-C within goals. (Figure 1) Reclassified patients had higher values of TG (183 [IQR 127-287] vs. 104 [IQR 79-148] mg/dL, p < 0.001) and lower levels of LDL-C as estimated by the Friedewald equation (51 [IQR 46-54] vs. 67 [IQR 61-82] mg/dL, p < 0.001).

Figure 1
Sankey diagram showing reclassification of patients according to the attainment of LDL-C goals when applying the Martin-Hopkins equation instead of Friedewald’s. Overall, 22% of the patients who were considered controlled by the Friedewald equation would have a Martin-Hopkins LDL-C above goals, whereas 2% would be recategorized as having LDL-C within goals.

Medication changes

Adjustment of lipid-lowering therapies was made in 70 (25.5%) of the 275 patients with LDL-C levels above goals. The most frequent medication changes were titration of statin intensity or dose (36, 13.1%) and/or association of ezetimibe (48, 17.5%). Seven patients (2.5%) were referred for PCSK9 inhibitor therapy. The next follow-up appointment was scheduled within a median of 8 months (IQR 6-11).

Discussion

In this real-world cross-sectional analysis, we report the prescription pattern of lipid-lowering therapies and attainment of LDL-C goals in patients with prior myocardial infarction followed in a Cardiology clinic of a tertiary Hospital. The main results can be summarized as follows: (1) There was a significant underutilization of readily available lipid-lowering therapies, with high-intensity statins being prescribed in less than two-thirds of the patients; (2) Only one in every three patients reached their LDL-C goal; (3) Applying the Martin-Hopkins equation instead of Friedewald’s would reclassify more than 20% of presumably controlled patients into the non-controlled group.

Prescription pattern and attainment of LDL-C goals

LDL-C is a major determinant of cardiovascular risk and has long been a primary treatment goal in clinical recommendations.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
In fact, every 38.7 mg/dL absolute reduction in LDL-C achieved with statins decreases major vascular events by 22% and all-cause mortality drops by 10%.1616 Mihaylova B, Emberson J, Blackwell L, Keech A, Simes J, Barnes EH, et al. The Effects of Lowering LDL Cholesterol with Statin Therapy in People at Low Risk of Vascular Disease: Meta-Analysis of Individual Data from 27 Randomised Trials. Lancet. 2012;380(9841):581-90. doi: 10.1016/S0140-6736(12)60367-5.
https://doi.org/10.1016/S0140-6736(12)60...
Current guidelines advocate the use of lipid-lowering therapy (namely high-intensity statins), if not contraindicated, in all patients with established ASCVD irrespectively of baseline LDL-C level to reduce morbidity and mortality, aiming for a goal of LDL-C < 55 mg/dL and a reduction of at least 50%.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
It is important to acknowledge that these goals are difficult to obtain with statin monotherapy and combination therapy with ezetimibe is often necessary.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Should LDL-C levels remain above goals, association with a PCSK9 inhibitor is recommended.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...

In this contemporary study of patients in ASCVD secondary prevention, 64% were prescribed high-intensity statins, and only about 31% had a controlled LDL-C, even if statin intolerance was reported in just over 1%. Furthermore, despite having found that most patients did not have LDL-C within the goal, no more than one-fourth was under high-intensity statin plus ezetimibe, and only two out of 36 (6%) eligible patients, according to the ESC/EAS guidelines, were taking a PCSK9 inhibitor. These results outline the large gap between societal guidelines and real-world clinical practice and, although discouraging, are in line with other previous observational studies: (i) EUROASPIRE V survey reported that only 29% of patients with established coronary heart disease followed in European centers had an LDL-C < 70 mg/dL (previously recommended by the 2016 ESC/EAS guidelines);1717 Backer G, Jankowski P, Kotseva K, Mirrakhimov E, Reiner Ž, Rydén L, et al. Management of Dyslipidaemia in Patients with Coronary Heart Disease: Results from the ESC-EORP EUROASPIRE V Survey in 27 Countries. Atherosclerosis. 2019;285:135-46. doi: 10.1016/j.atherosclerosis.2019.03.014.
https://doi.org/10.1016/j.atherosclerosi...
(ii) DA VINCI study, including patients in primary and secondary prevention, showed that one-third of them reached the 2019 ESC/EAS LDL-C recommended goals;1818 Ray KK, Molemans B, Schoonen WM, Giovas P, Bray S, Kiru G, et al. EU-Wide Cross-Sectional Observational Study of Lipid-Modifying Therapy Use in Secondary and Primary Care: the DA VINCI Study. Eur J Prev Cardiol. 2021;28(11):1279-89. doi: 10.1093/eurjpc/zwaa047.
https://doi.org/10.1093/eurjpc/zwaa047...
(iii) in the baseline analysis of the SANTORINI study, only 21% of patients with established ASCVD followed in primary or secondary care sites across Europe had LDL-C < 55 mg/dL;1919 Catapano AL, Manu MC, Burden A, Ray KK. LDL-C Goal Achievement and Lipid-Lowering Therapy in Patients by Atherosclerotic Cardiovascular Disease Subtype: The SANTORINI Study. Europ Heart J. 2022;42(Suppl 2):2373. doi: 10.1093/eurheartj/ehac544.2373.
https://doi.org/10.1093/eurheartj/ehac54...
(iv) in the LATINO study, including patients followed in Portuguese primary and secondary care sites over 20 years, only 10% of very-high-risk patients achieved the 2016 ESC/EAS LDL-C goal.2020 Gavina C, Carvalho DS, Pardal M, Silva MA, Grangeia D, Oliveira RJD, et al. Cardiovascular Risk Profile and Lipid Management in the Population-Based Cohort Study LATINO: 20 Years of Real-World Data. J Clin Med. 2022;11(22):6825. doi: 10.3390/jcm11226825.
https://doi.org/10.3390/jcm11226825...
Contrarily to what is advocated in the guidelines, high-intensity statins were also significantly underutilized in these large-scale studies, with their use ranging from 12% in LATINO to 50% in the EUROASPIRE V survey in patients at a very high risk of cardiovascular events.1717 Backer G, Jankowski P, Kotseva K, Mirrakhimov E, Reiner Ž, Rydén L, et al. Management of Dyslipidaemia in Patients with Coronary Heart Disease: Results from the ESC-EORP EUROASPIRE V Survey in 27 Countries. Atherosclerosis. 2019;285:135-46. doi: 10.1016/j.atherosclerosis.2019.03.014.
https://doi.org/10.1016/j.atherosclerosi...
,2020 Gavina C, Carvalho DS, Pardal M, Silva MA, Grangeia D, Oliveira RJD, et al. Cardiovascular Risk Profile and Lipid Management in the Population-Based Cohort Study LATINO: 20 Years of Real-World Data. J Clin Med. 2022;11(22):6825. doi: 10.3390/jcm11226825.
https://doi.org/10.3390/jcm11226825...

Remarkably, older patients, as well as those who had been followed for a longer time, were less likely to receive higher-intensity therapies. At the same time, as opposed to EUROASPIRE V, no sex-related differences in prescription patterns or attainment of LDL-C goals were registered. Furthermore, the attending cardiologist’s years of practice were one of the predictors of not prescribing high-intensity statins. It is possible that more-experienced physicians were less likely to adhere to newer societal guidelines and more likely to rely on clinical evidence that is not up to date, as hypothesized previously.2121 Hlatky MA, Cotugno H, O’Connor C, Mark DB, Pryor DB, Califf RM. Adoption of Thrombolytic Therapy in the Management of Acute Myocardial Infarction. Am J Cardiol. 1988;61(8):510-4. doi: 10.1016/0002-9149(88)90755-2.
https://doi.org/10.1016/0002-9149(88)907...
,2222 Tsugawa Y, Newhouse JP, Zaslavsky AM, Blumenthal DM, Jena AB. Physician Age and Outcomes in Elderly Patients in Hospital in the US: Observational Study. BMJ. 2017;357:j1797. doi: 10.1136/bmj.j1797.
https://doi.org/10.1136/bmj.j1797...

Only roughly 25% of uncontrolled patients had their lipid-lowering medication up-titrated, and the next follow-up appointment was scheduled within a median time of 8 months, despite guidelines recommending reassessing LDL-C within 4-6 weeks and, if necessary, intensifying therapy.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
These findings highlight the concept of therapeutic inertia, which is defined as "failure to advance or intensify therapy when therapeutic goals are not reached."2323 Phillips LS, Branch WT, Cook CB, Doyle JP, El-Kebbi IM, Gallina DL, et al. Clinical Inertia. Ann Intern Med. 2001;135(9):825-34. doi: 10.7326/0003-4819-135-9-200111060-00012.
https://doi.org/10.7326/0003-4819-135-9-...
The drivers of therapeutic inertia can be divided into three categories: provider-related (time constraints, competing demands, and lack of knowledge), patient-related (multimorbidity, concerns over side effects, misunderstanding of treatment regimens), and system-related (healthcare issues and costs).2323 Phillips LS, Branch WT, Cook CB, Doyle JP, El-Kebbi IM, Gallina DL, et al. Clinical Inertia. Ann Intern Med. 2001;135(9):825-34. doi: 10.7326/0003-4819-135-9-200111060-00012.
https://doi.org/10.7326/0003-4819-135-9-...
,2424 Khunti S, Khunti K, Seidu S. Therapeutic Inertia in Type 2 Diabetes: Prevalence, Causes, Consequences and Methods to Overcome Inertia. Ther Adv Endocrinol Metab. 2019;10:2042018819844694. doi: 10.1177/2042018819844694.
https://doi.org/10.1177/2042018819844694...
Therapeutic inertia may increase the risk of preventable disease-related complications, and therefore, all efforts should be employed to reduce it.2424 Khunti S, Khunti K, Seidu S. Therapeutic Inertia in Type 2 Diabetes: Prevalence, Causes, Consequences and Methods to Overcome Inertia. Ther Adv Endocrinol Metab. 2019;10:2042018819844694. doi: 10.1177/2042018819844694.
https://doi.org/10.1177/2042018819844694...

LDL-C estimation method

The 2019 ESC/EAS guidelines offer no direction on the most suitable method of evaluating LDL-C (direct measurement vs. calculated).44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
Its accurate assessment is, however, essential as treatment decisions are often based on the achievement of a specific goal. Despite direct methods being increasingly available, the 1972 Friedewald equation is still the most widely used to estimate LDL-C. In fact, Apolipoprotein B (ApoB) quantification, the gold standard for plasma LDL-C measurement, is not convenient for routine use as it is expensive, laborious, and can only be performed in specialized laboratories.2525 Ginsberg HN, Rosenson RS, Hovingh GK, Letierce A, Samuel R, Poulouin Y, et al. LDL-C Calculated by Friedewald, Martin-Hopkins, or NIH Equation 2 Versus Beta-Quantification: Pooled Alirocumab Trials. J Lipid Res. 2022;63(1):100148. doi: 10.1016/j.jlr.2021.100148.
https://doi.org/10.1016/j.jlr.2021.10014...
Furthermore, direct chemical assays lack standardization, and their performance depends on the type of method and reagents, warranting caution when interpreting and comparing the results.2626 Miller WG, Myers GL, Sakurabayashi I, Bachmann LM, Caudill SP, Dziekonski A, et al. Seven Direct Methods for Measuring HDL and LDL Cholesterol Compared with Ultracentrifugation Reference Measurement Procedures. Clin Chem. 2010;56(6):977-86. doi: 10.1373/clinchem.2009.142810.
https://doi.org/10.1373/clinchem.2009.14...

One of the caveats of using the Friedewald equation is that it significantly underestimates LDL-C in patients with low LDL-C and/or high TG levels.99 Martin SS, Blaha MJ, Elshazly MB, Brinton EA, Toth PP, McEvoy JW, et al. Friedewald-Estimated Versus Directly Measured Low-Density Lipoprotein Cholesterol and Treatment Implications. J Am Coll Cardiol. 2013;62(8):732-9. doi: 10.1016/j.jacc.2013.01.079.
https://doi.org/10.1016/j.jacc.2013.01.0...
As such, it may not be ideal for very-high-risk patients in whom the recommended LDL-C levels are significantly low.99 Martin SS, Blaha MJ, Elshazly MB, Brinton EA, Toth PP, McEvoy JW, et al. Friedewald-Estimated Versus Directly Measured Low-Density Lipoprotein Cholesterol and Treatment Implications. J Am Coll Cardiol. 2013;62(8):732-9. doi: 10.1016/j.jacc.2013.01.079.
https://doi.org/10.1016/j.jacc.2013.01.0...
,1111 Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNa Guideline on the Management of Blood Cholesterol: a Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019;139(25):e1082-143. doi: 10.1161/CIR.0000000000000625.
https://doi.org/10.1161/CIR.000000000000...
The Martin-Hopkins equation has shown a greater correlation with LDL-C measured levels by ultracentrifugation, especially at lower values (< 40 mg/dL), as demonstrated by Martin et al. in an analysis of the FOURIER trial.2727 Martin SS, Giugliano RP, Murphy SA, Wasserman SM, Stein EA, Ceška R, et al. Comparison of Low-Density Lipoprotein Cholesterol Assessment by Martin/Hopkins Estimation, Friedewald Estimation, and Preparative Ultracentrifugation: Insights from the FOURIER Trial. JAMA Cardiol. 2018;3(8):749-53. doi: 10.1001/jamacardio.2018.1533.
https://doi.org/10.1001/jamacardio.2018....
,2828 Kang M, Kim J, Lee SY, Kim K, Yoon J, Ki H. Martin’s Equation as the Most Suitable Method for Estimation of Low-Density Lipoprotein Cholesterol Levels in Korean Adults. Korean J Fam Med. 2017;38(5):263-9. doi: 10.4082/kjfm.2017.38.5.263.
https://doi.org/10.4082/kjfm.2017.38.5.2...
In very-high-risk patients, we found that applying the newer Martin-Hopkins would reclassify roughly 20% of previously deemed controlled patients into the non-controlled group, while less than 2% would be recategorized as having an LDL-C within goals. Accordingly, routinely estimating LDL-C by the Martin-Hopkins method in patients at very high risk would increase the number of uncontrolled patients with whom therapy intensification is warranted. These findings are in line with the 2018 American guidelines that recommend either direct measurement or the use of the Martin-Hopkins equation to obtain LDL-C levels when LDL-C < 70 mg/dL.1111 Grundy SM, Stone NJ, Bailey AL, Beam C, Birtcher KK, Blumenthal RS, et al. 2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNa Guideline on the Management of Blood Cholesterol: a Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Circulation. 2019;139(25):e1082-143. doi: 10.1161/CIR.0000000000000625.
https://doi.org/10.1161/CIR.000000000000...

Notwithstanding, it should be noted that under certain circumstances, including elevated TG levels, diabetes, obesity, and very low LDL-C, both calculated and directly measured LDL-C may underestimate the cardiovascular risk.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
,2929 Sniderman AD, Thanassoulis G, Glavinovic T, Navar AM, Pencina M, Catapano A, et al. Apolipoprotein B Particles and Cardiovascular Disease: a Narrative Review. JAMA Cardiol. 2019;4(12):1287-95. doi: 10.1001/jamacardio.2019.3780.
https://doi.org/10.1001/jamacardio.2019....
In such cases, ApoB analysis, which is otherwise very highly correlated to LDL-C and non-HDL-C, is recommended for risk assessment (class IC recommendation).44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
ApoB-containing lipoproteins play a leading role in the initiation and progression of the atherosclerotic process.2929 Sniderman AD, Thanassoulis G, Glavinovic T, Navar AM, Pencina M, Catapano A, et al. Apolipoprotein B Particles and Cardiovascular Disease: a Narrative Review. JAMA Cardiol. 2019;4(12):1287-95. doi: 10.1001/jamacardio.2019.3780.
https://doi.org/10.1001/jamacardio.2019....
Although typically 90% of the circulating ApoB lipoproteins are LDL particles, under those mentioned circumstances, VLDL may represent a greater proportion.3030 Ference BA, Kastelein JJP, Catapano AL. Lipids and Lipoproteins in 2020. JAMA. 2020;324(6):595-6. doi: 10.1001/jama.2020.5685.
https://doi.org/10.1001/jama.2020.5685...
There has been an increasing interest in the direct measurement of ApoB as it is accurate, inexpensive, and does not require fasting.44 Mach F, Baigent C, Catapano AL, Koskinas KC, Casula M, Badimon L, et al. 2019 ESC/EAS Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk. Eur Heart J. 2020;41(1):111-88. doi: 10.1093/eurheartj/ehz455.
https://doi.org/10.1093/eurheartj/ehz455...
,2929 Sniderman AD, Thanassoulis G, Glavinovic T, Navar AM, Pencina M, Catapano A, et al. Apolipoprotein B Particles and Cardiovascular Disease: a Narrative Review. JAMA Cardiol. 2019;4(12):1287-95. doi: 10.1001/jamacardio.2019.3780.
https://doi.org/10.1001/jamacardio.2019....
In fact, previous studies have shown that ApoB is superior to LDL-C and non-HDL-C for predicting cardiovascular events and is the most informative parameter on the benefit of statin therapy.3131 Thanassoulis G, Williams K, Ye K, Brook R, Couture P, Lawler PR, et al. Relations of Change in Plasma Levels of LDL-C, non-HDL-C and apoB with Risk Reduction from Statin Therapy: a Meta-Analysis of Randomized Trials. J Am Heart Assoc. 2014;3(2):e000759. doi: 10.1161/JAHA.113.000759.
https://doi.org/10.1161/JAHA.113.000759...
,3232 Marston NA, Giugliano RP, Melloni GEM, Park JG, Morrill V, Blazing MA, et al. Association of Apolipoprotein B-Containing Lipoproteins and Risk of Myocardial Infarction in Individuals with and without Atherosclerosis: Distinguishing Between Particle Concentration, Type, and Content. JAMA Cardiol. 2022;7(3):250-6. doi: 10.1001/jamacardio.2021.5083.
https://doi.org/10.1001/jamacardio.2021....

Strengths and limitations

Several strengths and limitations of this study must be acknowledged. The large-scale observational studies mentioned previously are heterogeneous as they recruited patients from both primary and secondary care sites over several years, and some of them were produced before the publication of the 2019 ESC/EAS guidelines. As such, these studies’ prescription patterns and attainment of LDL-C goals may not completely reflect current international recommendations. Unlike these studies, we only included patients with established ASCVD during a limited period of time in 2022. Furthermore, we also collected data regarding therapeutic changes, which provides additional insights into the pattern of lipid-lowering therapy prescription and adherence to guidelines’ recommendations. On the other hand, this was a single-center study with a small sample size. In most patients, acute myocardial infarction was the first manifestation of ASCVD. Therefore, baseline LDL-C before medication was unavailable for the vast majority, and it was not possible to assess whether patients deemed controlled also had a reduction of LDL-C of at least 50%. Also, statin intolerance was ascribed according to physician records and may not correspond to the commonly accepted definition. Finally, due to the study’s retrospective design, we have no data regarding adherence to lipid-lowering therapy or a healthy lifestyle.

Conclusion

In this cross-sectional study, less than one-third of post-myocardial infarction patients followed in a tertiary hospital’s Cardiology clinic had LDL-C values within the goal, with a prescription pattern suggesting a large underutilization of readily available therapies. Applying the Martin-Hopkins equation to calculate LDL-C would reclassify roughly one-fifth of presumably controlled patients into the non-controlled group.

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  • Sources of funding
    There were no external funding sources for this study.
  • tudy association
    This study is not associated with any thesis or dissertation work.
  • Ethics approval and consent to participate
    This article does not contain any studies with human participants or animals performed by any of the authors.

Edited by

Editor responsible for the review: Gláucia Maria Moraes de Oliveira

Publication Dates

  • Publication in this collection
    08 Mar 2024
  • Date of issue
    2024

History

  • Received
    12 Apr 2023
  • Reviewed
    04 Sept 2023
  • Accepted
    25 Oct 2023
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