Association of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and atherogenic index of plasma with obstructive sleep apnea
Abstract
Background Obstructive sleep apnea (OSA) is a prevalent sleep disorder associated with metabolic, cardiovascular disorders. The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and atherogenic index of plasma (AIP) are thought to be better ways to detect cardiovascular diseases than single lipid parameters. The relationship between NHHR or AIP and OSA remains ambiguous. Methods 454 consecutive patients with suspected OSA were enrolled between June 2023 and February 2025. The OSA was defined as the occurrence of more than 5 apnea-hypopnea index (AHI) events/h. Spearman’s rank correlation analysis among the NHHR, AIP, AHI, and lowest SpO 2 . Binary logistic regression analysis was conducted to investigate the association between the NHHR and AIP with OSA. To evaluate the diagnostic performance of the NHHR and AIP for OSA, we conducted receiver operating characteristic (ROC) curve analysis. Results Among the 454 recruited patients, 318 (70.04%) were diagnosed with OSA. A binary logistic regression model showed that the NHHR (odds ratio [OR], 1.559; 95% CI 1.268–1.915, p< 0.001) and AIP (OR, 1.349; 95% CI 1.146–1.843, p < 0.001) were independent factors for OSA. The area under the curve (AUC) values for the identifying OSA were 0.730 for the NHHR, 0.658 for the AIP and 0.763 for the combined model, respectively. Conclusions Our study indicates the NHHR and AIP were independent risk factors for OSA and can be used as potential tools for OSA.
Fields of Study & Subjects
Obstructive Sleep Apnea Research
Cardiovascular Disease and Adiposity
Cerebrovascular and Carotid Artery Diseases
Publication details
- Journal / source
- Frontiers in Psychiatry
- Publisher
- Frontiers Media SA
- Volume
- 16
- Pages
- 1597820–1597820
- Publication date
- 12 January 2026
- Language
- EN