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Updated: Aug 19, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Cardiovascular Risk Profile and Lipid Management in the Population-Based Cohort Study LATINO: 20 Years of Real-World
Cristina Gavina1,2, Daniel Seabra Carvalho1,3, Marisa Pardal4
1Cardiology Department, Pedro Hispano Hospital, Senhora da Hora, 4464-513 Matosinhos, Portugal.
Insights
Cardiovascular disease is a major health concern in Portugal. This study found significant opportunities to improve LDL-C management in patients across all cardiovascular risk levels, particularly in high-risk individuals.
Area of Science:
- Cardiology
- Public Health
- Pharmacology
Background:
- Cardiovascular (CV) diseases cause over 35,000 annual deaths in Portugal.
- Rising prevalence of CV risk factors necessitates effective management strategies.
- Electronic health records offer a valuable resource for population health studies.
Purpose of the Study:
- To characterize the CV risk profile of patients in Portugal.
- To evaluate the management of low-density lipoprotein cholesterol (LDL-C) across different CV risk categories.
- To identify opportunities for optimizing lipid-lowering therapy (LLT) in clinical practice.
Main Methods:
- Multicenter observational cohort study using electronic health records from 15 health centers in Northern Portugal.
- Inclusion of 78,459 patients aged 40-80 years with at least one family medicine appointment between 2000 and 2019.
- CV risk assessment based on 2019 ESC/EAS Guidelines; evaluation of LLT and LDL-C target achievement.
Main Results:
- Patients were categorized as low (33%), intermediate (29%), high (22%), and very high (17%) CV risk.
- Moderate-intensity statins were most common; high-intensity statins and ezetimibe use was limited in high/very high-risk groups.
- LDL-C target achievement rates were low: 44% (low), 27% (intermediate), 7% (high), and 3% (very high risk).
Conclusions:
- Significant gaps exist in achieving LDL-C targets, especially in high and very high CV risk patients.
- Substantial LDL-C reduction is needed for uncontrolled high and very high-risk patients.
- Optimizing LLT prescription according to CV risk presents a critical, yet missed, opportunity in routine care.
Abstract:
The rising prevalence of cardiovascular (CV) risk factors in Portugal has translated into more than 35,000 annual deaths due to CV diseases. We performed a multicenter observational cohort study encompassing clinical activities performed between 2000 and 2019 to characterize the CV risk profile and LDL-C management of patients in every CV risk category using electronic health records of a regional population in Portugal. We analyzed data from 14 health centers and 1 central hospital in the north of Portugal of patients between 40 and 80 years that had at least 1 family medicine appointment at these institutions. Living patients were characterized on 31 December 2019. CV risk assessment was computed according to the 2019 ESC/EAS Guidelines. Lipid-lowering therapy (LLT) and achievement of LDL-C targets were assessed. In total, the analysis included 78,459 patients. Patient proportions were 33%, 29%, 22%, and 17% for low, intermediate, high, and very high CV risk, respectively. Moderate-intensity statins were the most frequently used medication across all CV risk categories. High-intensity statins were used in 5% and 10% of high and very high CV risk patients, respectively. Ezetimibe was used in 6% and 10% of high and very high CV risk patients, respectively. LDL-C targets were achieved in 44%, 27%, 7%, and 3% of low, intermediate, high, and very high CV risk patients, respectively. For uncontrolled patients in the high and very high CV risk categories, a median LDL-C reduction of 44% and 53%, respectively, would be required to meet LDL-C targets. There are clear opportunities to optimize LDL-C management in routine clinical practice. The prescription of LLT according to CV risk represents an important missed treatment opportunity.
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