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Updated: Nov 23, 2025

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Should We Target Global Risk or Risk Factors?
Lale Tokgozoglu1, Duygu Kocyigit2
1Department of Cardiology, Hacettepe University Faculty of Medicine, 06100, Ankara, Turkey. lalet@hacettepe.edu.tr.
New guidelines for dyslipidemia management emphasize accurate cardiovascular risk estimation and lowering low-density lipoprotein cholesterol (LDL-C). Focusing on LDL-C as the primary target helps prevent cardiovascular events, especially in high-risk individuals.
Area of Science:
- Cardiology
- Lipidology
- Preventive Medicine
Background:
- Dyslipidemia management is evolving with new evidence.
- Accurate cardiovascular risk stratification is crucial for guiding treatment intensity.
Purpose of the Study:
- To review current guidelines for dyslipidemia management.
- To highlight the importance of risk estimation and subclinical disease detection.
- To discuss contemporary approaches to lipid-lowering therapy.
Main Methods:
- Review of recent scientific evidence and clinical guidelines.
- Analysis of risk prediction models and their limitations.
- Discussion of therapeutic targets and strategies for dyslipidemia.
Main Results:
- Low-density lipoprotein cholesterol (LDL-C) is the primary therapeutic target.
- High-intensity lipid-lowering strategies are beneficial, particularly for very high-risk patients.
- Incorporating genetic scores, biomarkers, and imaging may improve risk prediction.
Conclusions:
- Global risk assessment is essential for cardiovascular disease prevention.
- Targeting modifiable risk factors like LDL-C is paramount.
- Lowering LDL-C goals can reduce future cardiovascular events in high-risk populations.
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