Patient and physician factors influence decision-making in hypercholesterolemia: a questionnaire-based survey

Michel Krempf, Ross J Simpson Jr, Dena Rosen Ramey, Philippe Brudi, Hilde Giezek, Joanne E Tomassini, Raymond Lee, Michel Farnier, Michel Krempf, Ross J Simpson Jr, Dena Rosen Ramey, Philippe Brudi, Hilde Giezek, Joanne E Tomassini, Raymond Lee, Michel Farnier

Abstract

Background: Goal attainment of guideline-recommended low-density lipoprotein cholesterol (LDL-C) is suboptimal. Little is known about how patient factors influence physicians' treatment decision-making in hypercholesterolemia. We examined physicians' treatment recommendations in high-risk patients whose LDL-C remained uncontrolled despite statin monotherapy.

Methods: Physicians completed a questionnaire prior to randomization into period I of a two-period randomized controlled trial evaluating LDL-C goal attainment in patients whose LDL-C remained ≥100 mg/dL after 5 weeks' treatment with atorvastatin 10 mg/day (NCT01154036). Physicians' treatment recommendations were surveyed for two hypothetical and one real scenario: (1) LDL-C presumed near goal (between 100-105 mg/dL), (2) LDL-C presumed far from goal (~120 mg/dL), and (3) observed baseline LDL-C of enrolled patients. Prognostic factors considered during decision-making were identified by regression analysis. Observed lipid outcomes at the end of period I (following 6 weeks' treatment with ezetimibe 10 mg plus atorvastatin 10 mg, atorvastatin 20 mg, or rosuvastatin 10 mg) were compared with estimated LDL-C outcomes for physicians' treatment recommendations after 6 weeks (based on individual patients' pre-randomization LDL-C and expected incremental change).

Results: Questionnaires were completed for 1,534 patients. No change in therapy, or double atorvastatin dose, were frequently recommended, even when LDL-C was far from goal (6.5% and 52.2% of patients, respectively). Double atorvastatin dose was commonly recommended in all scenarios (43-52% of patients). More intensive LDL-C-lowering regimens were recommended infrequently e.g. double atorvastatin dose and add ezetimibe only <12% in all scenarios. Overall, cardiovascular risk factors and desire to achieve a more aggressive LDL-C goal were prominent factors in decision-making for treatment. Comparison of observed and estimated LDL-C levels showed that physicians tended to overestimate the effectiveness of their recommendations.

Conclusions: This study provides insight into physicians' perspectives on clinical management of hypercholesterolemia and highlights a gap in knowledge translation from guidelines to clinical practice. The need for lower LDL-C and cardiovascular risk were key drivers in clinical decision-making, but physicians' treatment choices were more conservative than guideline recommendations, potentially resulting in poorer LDL-C reduction. When compared with actual outcomes, projected LDL-C control was better if physicians used more comprehensive strategies rather than simply doubling the statin dose.

Trial registration: Clinicaltrials.gov: NCT01154036.

Figures

Figure 1
Figure 1
Association of patient factors with physicians’ treatment recommendations relative to observed baseline LDL-C from RCT. Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 268), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 2

Association of patient factors with…

Figure 2

Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed near…

Figure 2
Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed near to goal (100–105 mg/dL). Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 648), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 3

Association of patient factors with…

Figure 3

Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed far…

Figure 3
Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed far from goal (~120 mg/dL). Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 100), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 4

LDL-C outcomes: estimated change from…

Figure 4

LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT…

Figure 4
LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT LDL-C. (a) Percent change from baseline in LDL-C at Week 6 (b) Percent patients achieving LDL-C <100 mg/dL. Observed (RCT) outcomes at end of period I for randomized treatment. Estimated outcomes of physician-recommended treatments were based on expected reductions for treatment-naïve patients in product labels and literature. Estimated outcomes were calculated based on % incremental benefit expected if the recommended treatment were applied to the observed LDL-C value at the end of the run-in phase for each patient treated with atorvastatin 10 mg; individual estimates were averaged across all patients where a particular treatment was recommended. The estimated proportion of patients achieving a treatment goal (<100 or <70 mg/dL) was derived by applying each patient’s estimated LDL-C change associated with the recommended treatment. ATV, atorvastatin; EZE, ezetimibe; LDL-C, low-density lipoprotein cholesterol; RCT, randomized controlled trial; RSV, rosuvastatin.

Figure 5

Original primary study design. In…

Figure 5

Original primary study design. In the original RCT, LDL-C was determined at Week…

Figure 5
Original primary study design. In the original RCT, LDL-C was determined at Week 5 (Period I) to determine eligibility for Period II of the RCT. At Week 6, patients whose LDL-C levels remained elevated (≥100 and ≤160 mg/dL) had their treatment changed to a more intensive regimen during Period II. Period II baseline LDL-C was the average of Week 5 and 6 data. Lipids were also assessed at Week 11 and 12. Final period II values were the average of Week 11 and 12 data. For this analysis, only period I data were used. For further details of the study design, see Bays et al. 2013 [23]. ATV, atorvastatin; EZE, ezetimibe; RSV, rosuvastatin.
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References
    1. Baigent C, Blackwell L, Emberson J, Holland LE, Reith C, Bhala N, et al. Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials. Lancet. 2010;376:1670–81. doi: 10.1016/S0140-6736(10)61350-5. - DOI - PMC - PubMed
    1. National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002;106:3143–421. - PubMed
    1. Perk J, De BG, Gohlke H, Graham I, Reiner Z, Verschuren WM, et al. European guidelines on cardiovascular disease prevention in clinical practice (version 2012): the fifth joint task force of the European society of cardiology and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of nine societies and by invited experts) Atherosclerosis. 2012;223:1–68. doi: 10.1016/j.atherosclerosis.2012.05.007. - DOI - PubMed
    1. Stone NJ, Robinson J, Lichtenstein AH, Bairey Merz CN, Lloyd-Jones DM, Blum CB, et al. 2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines. J Am Coll Cardiol. 2014;63:2889–934. doi: 10.1016/j.jacc.2013.11.002. - DOI - PubMed
    1. Catapano AL, Reiner Z, De BG, Graham I, Taskinen MR, Wiklund O, et al. ESC/EAS guidelines for the management of dyslipidaemias the task force for the management of dyslipidaemias of the European society of cardiology (ESC) and the European atherosclerosis society (EAS) Atherosclerosis. 2011;217:3–46. doi: 10.1016/j.atherosclerosis.2011.06.028. - DOI - PubMed
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Figure 2
Figure 2
Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed near to goal (100–105 mg/dL). Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 648), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 3

Association of patient factors with…

Figure 3

Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed far…

Figure 3
Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed far from goal (~120 mg/dL). Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 100), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 4

LDL-C outcomes: estimated change from…

Figure 4

LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT…

Figure 4
LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT LDL-C. (a) Percent change from baseline in LDL-C at Week 6 (b) Percent patients achieving LDL-C <100 mg/dL. Observed (RCT) outcomes at end of period I for randomized treatment. Estimated outcomes of physician-recommended treatments were based on expected reductions for treatment-naïve patients in product labels and literature. Estimated outcomes were calculated based on % incremental benefit expected if the recommended treatment were applied to the observed LDL-C value at the end of the run-in phase for each patient treated with atorvastatin 10 mg; individual estimates were averaged across all patients where a particular treatment was recommended. The estimated proportion of patients achieving a treatment goal (<100 or <70 mg/dL) was derived by applying each patient’s estimated LDL-C change associated with the recommended treatment. ATV, atorvastatin; EZE, ezetimibe; LDL-C, low-density lipoprotein cholesterol; RCT, randomized controlled trial; RSV, rosuvastatin.

Figure 5

Original primary study design. In…

Figure 5

Original primary study design. In the original RCT, LDL-C was determined at Week…

Figure 5
Original primary study design. In the original RCT, LDL-C was determined at Week 5 (Period I) to determine eligibility for Period II of the RCT. At Week 6, patients whose LDL-C levels remained elevated (≥100 and ≤160 mg/dL) had their treatment changed to a more intensive regimen during Period II. Period II baseline LDL-C was the average of Week 5 and 6 data. Lipids were also assessed at Week 11 and 12. Final period II values were the average of Week 11 and 12 data. For this analysis, only period I data were used. For further details of the study design, see Bays et al. 2013 [23]. ATV, atorvastatin; EZE, ezetimibe; RSV, rosuvastatin.
Similar articles
Cited by
References
    1. Baigent C, Blackwell L, Emberson J, Holland LE, Reith C, Bhala N, et al. Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials. Lancet. 2010;376:1670–81. doi: 10.1016/S0140-6736(10)61350-5. - DOI - PMC - PubMed
    1. National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002;106:3143–421. - PubMed
    1. Perk J, De BG, Gohlke H, Graham I, Reiner Z, Verschuren WM, et al. European guidelines on cardiovascular disease prevention in clinical practice (version 2012): the fifth joint task force of the European society of cardiology and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of nine societies and by invited experts) Atherosclerosis. 2012;223:1–68. doi: 10.1016/j.atherosclerosis.2012.05.007. - DOI - PubMed
    1. Stone NJ, Robinson J, Lichtenstein AH, Bairey Merz CN, Lloyd-Jones DM, Blum CB, et al. 2013 ACC/AHA guideline on the treatment of blood cholesterol to reduce atherosclerotic cardiovascular risk in adults: a report of the American college of cardiology/American heart association task force on practice guidelines. J Am Coll Cardiol. 2014;63:2889–934. doi: 10.1016/j.jacc.2013.11.002. - DOI - PubMed
    1. Catapano AL, Reiner Z, De BG, Graham I, Taskinen MR, Wiklund O, et al. ESC/EAS guidelines for the management of dyslipidaemias the task force for the management of dyslipidaemias of the European society of cardiology (ESC) and the European atherosclerosis society (EAS) Atherosclerosis. 2011;217:3–46. doi: 10.1016/j.atherosclerosis.2011.06.028. - DOI - PubMed
Show all 49 references
Publication types
MeSH terms
Associated data
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM
Figure 3
Figure 3
Association of patient factors with physicians’ treatment recommendations relative to LDL-C presumed far from goal (~120 mg/dL). Prognostic factors selected by forward stepwise regression model of physician treatment choice, relative to no change in therapy (n = 100), RR (95% CI). RR >1: prognostic factor more likely to be selected by the physician in their treatment choice compared to a choice of no change in therapy; RR

Figure 4

LDL-C outcomes: estimated change from…

Figure 4

LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT…

Figure 4
LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT LDL-C. (a) Percent change from baseline in LDL-C at Week 6 (b) Percent patients achieving LDL-C <100 mg/dL. Observed (RCT) outcomes at end of period I for randomized treatment. Estimated outcomes of physician-recommended treatments were based on expected reductions for treatment-naïve patients in product labels and literature. Estimated outcomes were calculated based on % incremental benefit expected if the recommended treatment were applied to the observed LDL-C value at the end of the run-in phase for each patient treated with atorvastatin 10 mg; individual estimates were averaged across all patients where a particular treatment was recommended. The estimated proportion of patients achieving a treatment goal (<100 or <70 mg/dL) was derived by applying each patient’s estimated LDL-C change associated with the recommended treatment. ATV, atorvastatin; EZE, ezetimibe; LDL-C, low-density lipoprotein cholesterol; RCT, randomized controlled trial; RSV, rosuvastatin.

Figure 5

Original primary study design. In…

Figure 5

Original primary study design. In the original RCT, LDL-C was determined at Week…

Figure 5
Original primary study design. In the original RCT, LDL-C was determined at Week 5 (Period I) to determine eligibility for Period II of the RCT. At Week 6, patients whose LDL-C levels remained elevated (≥100 and ≤160 mg/dL) had their treatment changed to a more intensive regimen during Period II. Period II baseline LDL-C was the average of Week 5 and 6 data. Lipids were also assessed at Week 11 and 12. Final period II values were the average of Week 11 and 12 data. For this analysis, only period I data were used. For further details of the study design, see Bays et al. 2013 [23]. ATV, atorvastatin; EZE, ezetimibe; RSV, rosuvastatin.
Figure 4
Figure 4
LDL-C outcomes: estimated change from baseline by physician recommendation versus actual observed RCT LDL-C. (a) Percent change from baseline in LDL-C at Week 6 (b) Percent patients achieving LDL-C <100 mg/dL. Observed (RCT) outcomes at end of period I for randomized treatment. Estimated outcomes of physician-recommended treatments were based on expected reductions for treatment-naïve patients in product labels and literature. Estimated outcomes were calculated based on % incremental benefit expected if the recommended treatment were applied to the observed LDL-C value at the end of the run-in phase for each patient treated with atorvastatin 10 mg; individual estimates were averaged across all patients where a particular treatment was recommended. The estimated proportion of patients achieving a treatment goal (<100 or <70 mg/dL) was derived by applying each patient’s estimated LDL-C change associated with the recommended treatment. ATV, atorvastatin; EZE, ezetimibe; LDL-C, low-density lipoprotein cholesterol; RCT, randomized controlled trial; RSV, rosuvastatin.
Figure 5
Figure 5
Original primary study design. In the original RCT, LDL-C was determined at Week 5 (Period I) to determine eligibility for Period II of the RCT. At Week 6, patients whose LDL-C levels remained elevated (≥100 and ≤160 mg/dL) had their treatment changed to a more intensive regimen during Period II. Period II baseline LDL-C was the average of Week 5 and 6 data. Lipids were also assessed at Week 11 and 12. Final period II values were the average of Week 11 and 12 data. For this analysis, only period I data were used. For further details of the study design, see Bays et al. 2013 [23]. ATV, atorvastatin; EZE, ezetimibe; RSV, rosuvastatin.

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Source: PubMed

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