| Literature DB >> 32801921 |
Sara N Levintow1,2, Stephanie R Reading3, Bradley C Saul1, Ying Yu1, Diane Reams1, Leah J McGrath1, Kiran Philip3, Paul J Dluzniewski3, M Alan Brookhart1,4.
Abstract
BACKGROUND: The 2013 ACC/AHA cholesterol treatment guidelines removed the recommendation to treat adults at risk of cardiovascular disease to goal levels of low-density lipoprotein cholesterol (LDL-C). We anticipated that the frequency of LDL-C testing in clinical practice would decline as a result. To test this hypothesis, we evaluated the frequency of LDL-C testing before and after the guideline release.Entities:
Keywords: cardiovascular disease; database; epidemiology; ezetimibe; guideline adherence; low-density lipoprotein cholesterol; statin
Year: 2020 PMID: 32801921 PMCID: PMC7414934 DOI: 10.2147/CLEP.S259757
Source DB: PubMed Journal: Clin Epidemiol ISSN: 1179-1349 Impact factor: 4.790
Figure 1Study flow chart. Inclusion and exclusion criteria were applied to 15,607,733 patients in the MarketScan® and Medicare Supplemental claims databases to select the four study cohorts.
Characteristics of Study Cohort Patients Using All Available Data Leading Up to and Including the Date of the Index Event (Medication Initiation or CVD Hospitalization Event)
| Baseline Characteristic (%) | Any Statin Initiation, | High-Intensity Statin Initiation, | Ezetimibe Initiation, | Very High CVD Risk, |
|---|---|---|---|---|
| Demographics | ||||
| Age group | ||||
| 18–39 | 7.7 | 4.4 | 4.2 | 0.7 |
| 40–49 | 20.6 | 15.7 | 14.6 | 4.3 |
| 50–64 | 54.7 | 55.9 | 58.0 | 30.2 |
| 65+ | 17.1 | 23.9 | 23.2 | 64.8 |
| Sex | ||||
| Male | 51.9 | 59.4 | 51.3 | 58.1 |
| Female | 48.1 | 40.6 | 48.7 | 41.9 |
| Region* | ||||
| Northeast | 15.4 | 14.8 | 14.1 | 19.5 |
| North Central | 25.0 | 25.4 | 26.5 | 34.5 |
| South | 41.9 | 42.4 | 44.5 | 31.9 |
| West | 14.7 | 15.0 | 12.9 | 13.3 |
| Type of insurance benefit plan† | ||||
| Comprehensive | 7.3 | 10.8 | 9.8 | 32.5 |
| HMO | 13.4 | 13.9 | 11.3 | 13.8 |
| PPO | 61.2 | 58.0 | 63.7 | 43.3 |
| Other | 14.6 | 14.6 | 11.7 | 8.3 |
| History of ASCVD events | ||||
| Any ASCVD event | 15.3 | 32.9 | 25.4 | 100.0 |
| Most recent time of ASCVD event‡ | ||||
| <1 month | 9.2 | 19.7 | 10.8 | 99.1 |
| 1–6 months | 3.4 | 7.7 | 8.8 | 0.9 |
| 7–12 months | 1.3 | 2.7 | 3.1 | 0.0 |
| >12 months | 1.4 | 2.8 | 2.7 | 0.0 |
| No ASCVD event | 84.8 | 67.1 | 74.6 | 0.0 |
| Aneurysm | 0.8 | 1.5 | 1.1 | 8.0 |
| Carotid/vertebral/basilar stenosis | 2.0 | 4.4 | 3.4 | 38.4 |
| Carotid endarterectomy | 0.2 | 0.5 | 0.4 | 5.8 |
| Cerebrovascular disease | 3.9 | 7.4 | 5.3 | 66.0 |
| Coronary atherosclerosis/angina/old MI | 9.6 | 25.2 | 20.4 | 78.2 |
| CABG/PCI | 4.0 | 11.5 | 6.5 | 41.5 |
| Carotid/vertebral/basilar stenting | 0.0 | 0.1 | 0.1 | 1.8 |
| Endovascular stent graft | 0.0 | 0.1 | 0.1 | 0.6 |
| Ischemic stroke | 2.2 | 3.7 | 1.7 | 62.1 |
| Myocardial infarction | 3.8 | 10.0 | 4.9 | 71.0 |
| Peripheral vascular disease | 2.4 | 5.1 | 4.1 | 32.3 |
| Peripheral artery disease | 0.4 | 1.0 | 0.8 | 7.4 |
| Transient ischemic attack | 1.6 | 2.5 | 1.5 | 32.5 |
| Unstable angina | 2.1 | 5.5 | 3.5 | 30.7 |
| Other comorbidities and medication use | ||||
| End-stage renal disease or hemodialysis | 0.3 | 0.5 | 0.3 | 6.4 |
| Chronic kidney disease, all stages | 4.4 | 8.0 | 6.1 | 46.9 |
| Heart failure | 2.2 | 4.4 | 3.4 | 38.7 |
| Diabetes | 20.4 | 30.6 | 27.0 | 52.9 |
| Cancer§ | 5.0 | 6.3 | 5.7 | 17.6 |
| Cognitive impairment | 2.0 | 2.8 | 1.8 | 36.5 |
| Hypertension | 44.3 | 57.4 | 52.3 | 91.4 |
| Dyslipidemia/hyperlipidemia | 13.9 | 23.2 | 25.0 | 34.3 |
| Muscle events (rhabdomyolysis/myositis) | 2.9 | 3.3 | 4.6 | 7.0 |
| Obesity | 2.2 | 3.1 | 2.1 | 7.1 |
| COPD or asthma | 6.9 | 9.0 | 8.0 | 26.9 |
| Hepatic disorders | 0.8 | 1.0 | 1.1 | 4.5 |
| Frailty | 25.2 | 31.3 | 29.5 | 76.3 |
| Concomitant lipid lowering medication | 8.6 | 15.3 | 18.9 | 18.2 |
| Prior LDL-C testing | 78.9 | 79.6 | 80.0 | 63.8 |
Notes: *Percentages do not sum to 100 due to missing data (≤3% for all cohorts); †Percentages do not sum to 100 due to missing data (≤4% for all cohorts). Other insurance types were exclusive provider organization (EPO), point-of-service plan (POS), POS with capitation, consumer-driven health plan (CDHP), and high-deductible health plan (HDHP); ‡The very high CVD risk group qualified for the study cohort at the time of discharge from the most recent MI or IS hospitalization. Therefore, by definition, the most recent ASCVD event for all patients in this cohort occurred a short period of time before their hospitalization discharge. In rare instances (<1%), the most recent MI or IS event occurred over one month prior to study entry at discharge, suggesting a long hospitalization; §The cancer variable excluded non-melanoma skin cancer.
Abbreviations: HMO, health maintenance organization; PPO, preferred provider organization; CABG/PCI, coronary artery bypass grafting or percutaneous coronary intervention; COPD, chronic obstructive pulmonary disease.
Figure 2LDL-C testing rates (with 95% CI) per 1,000 persons per calendar year quarter from 2008 to 2016, by study cohort. The unadjusted observed rates are plotted in black; the time-series model fit to the pre-guideline data is plotted in blue; and the model predictions extrapolated to the post-guideline period are plotted in red. The dashed line corresponds to the date of the guideline change, and the quarter during which the guideline change occurred (10/01/2013–12/31/2013) was treated as the last pre-guideline quarter.
Figure 3Differences between observed rates and model-predicted rates of LDL-C tests per 1,000 persons per calendar year quarter, by study cohort. Differences were taken by subtracting the model-predicted rate from the observed rate for each calendar year quarter following the guideline change.
Figure 4Rate ratios (with 95% CI) for LDL-C testing associated with predictor variables. Predictors included demographics, history of ASCVD events, comorbidities and medication use. Their association with LDL-C testing (following index event) was estimated separately by study cohort and was not computed if prevalence of the predictor was <1%.