# Non-HDL Cholesterol and Residual Cardiometabolic Risk in Middle Eastern Patients with Atherosclerotic Cardiovascular Disease

**Authors:** Osama Alkouri, Ahmad M. Al-Bashaireh, Alanoud Alobaidly, Ghaleb Alharbi, Rahma Musaed Alabkal, Abdullah Hasan, Ayman Hammoudeh, Nisreen Nusair, Jolly Isaac, Abdulkareem Alshehri, Ahmad Rajeh Saifan, Nezam Al-Nsair

PMC · DOI: 10.3390/healthcare14050565 · 2026-02-25

## TL;DR

This study shows that non-HDL cholesterol is a significant marker of residual cardiovascular risk in Middle Eastern patients with heart disease, especially younger individuals.

## Contribution

The study highlights non-HDL cholesterol as a valuable risk marker in a Middle Eastern ASCVD population, emphasizing its role in early metabolic risk.

## Key findings

- Elevated non-HDL-C was observed in 54% of patients with ASCVD.
- Younger patients and smokers were more likely to have elevated non-HDL-C.
- Higher LDL-C and triglyceride levels were associated with elevated non-HDL-C.

## Abstract

Background: Although low-density-lipoprotein cholesterol (LDL-C) remains the primary target of lipid-lowering therapy, many patients with atherosclerotic cardiovascular disease (ASCVD) continue to experience cardiovascular events. This residual risk suggests that LDL-C alone does not fully capture the total atherogenic burden. Alternative lipid measures, including non-high-density lipoprotein cholesterol (non-HDL-C) and cholesterol ratios, may provide a more comprehensive risk assessment, particularly in populations with a high prevalence of metabolic disorders. This study assessed the prevalence and clinical determinants of elevated non-HDL cholesterol and adverse cholesterol ratios among Middle Eastern patients with established ASCVD. Methods: This pooled cross-sectional analysis included 2763 adults with confirmed ASCVD from the Jordan SMuRF-less Study and six cardiovascular registries across the Middle East. Patients were stratified by standard modifiable cardiovascular risk factors (SMuRFs). Demographic, clinical, treatment, and lifestyle data were harmonized and analyzed using multivariable regression models. Results: Elevated non-HDL-C was observed in 54% of patients. Those with elevated non-HDL-C were younger (55.0 vs. 59.9 years) and more frequently current smokers (52.6% vs. 43.1%). Hypertension (64.2% vs. 51.0%) and heart failure (25.0% vs. 15.4%) were more common among patients with lower non-HDL-C, whereas dyslipidemia (90.8% vs. 75.8%) and acute coronary syndrome (88.1% vs. 83.7%) were more prevalent in the elevated group. Elevated non-HDL-C was associated with higher baseline LDL-C levels measured prior to the initiation of lipid-lowering therapy (141.3 vs. 81.1 mg/dL) and higher triglycerides (221.4 vs. 140.9 mg/dL). In multivariable analyses, age > 60 years (OR = 0.45), hypertension (OR = 0.74), and heart failure (OR = 0.61) were inversely associated with elevated non-HDL-C. Conclusions: Elevated non-HDL cholesterol is common among Middle Eastern patients with ASCVD, particularly younger individuals, reflecting early metabolic risk and increased atherogenic burden. Non-HDL-C is a valuable marker of residual cardiovascular risk, supporting earlier screening and region-specific prevention strategies.

## Linked entities

- **Diseases:** atherosclerotic cardiovascular disease (MONDO:1060134), heart failure (MONDO:0005252), dyslipidemia (MONDO:0002525), acute coronary syndrome (MONDO:0005542)

## Full-text entities

- **Diseases:** heart failure (MESH:D006333), Hypertension (MESH:D006973), metabolic disorders (MESH:D008659), ASCVD (MESH:D050197), dyslipidemia (MESH:D050171), acute coronary syndrome (MESH:D054058)
- **Chemicals:** lipid (MESH:D008055), triglycerides (MESH:D014280), cholesterol (MESH:D002784), Non-HDL Cholesterol (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12984414/full.md

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Source: https://tomesphere.com/paper/PMC12984414