Evidence map›Paper›PMID 39893618›Full record

ArticleEating and weight disorders : EWD2025

Exploring the mediating role of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) in the association between obesity and sleep-disordered breathing.

Ying Cui, Ziyi Cheng

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Article in Eating and weight disorders : EWD, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

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7citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Ying CuiDepartment of Public Health Science, Graduate School and Transdisciplinary Major in Learning Health Systems, Graduate School, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, Republic of Korea. cuiyingg@korea.ac.kr.ORCID http://orcid.org/0000-0002-8726-3799
Ziyi ChengDepartment of Electrical and Electronic Engineering, The University of Manchester, Manchester, M13 9PL, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeExploring novel mediators affecting the relationship between obesity and sleep-disordered breathing (SDB) is necessary. This study aimed to explore the mediating role of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) in the association between body mass index (BMI) and SDB using data from the 2015-2018 National Health and Nutrition Examination Survey (NHANES) cycles.

methodsTotal 7639 participants were included. SDB was defined based on the self-reported frequency of snoring, snorting, or excessive daytime sleepiness. The BMI and NHHR were calculated based on height and weight measurements and laboratory data, respectively. Weighted multivariate logistic and linear regression analyses were conducted to examine the associations, and restricted cubic spline (RCS) analysis was used to assess dose-response relationships. Mediation analysis was performed to evaluate the NHHR's role in the BMI-SDB association. Subgroup analyses were performed to assess differences across various populations.

resultsSDB symptoms were observed in 51.05% of participants. Higher BMI was significantly associated with increased SDB risk. RCS analysis revealed a nonlinear relationship between BMI and SDB. Subgroup analyses indicated a positive correlation between BMI and SDB was stronger among nonhypertensive participants. NHHR was positively associated with BMI and SDB. Mediation analysis showed that the NHHR explained 5.44-8.12% of the BMI-SDB association.

conclusionsBMI is a critical factor in the risk of SDB, and the NHHR partially mediates this relationship. BMI and cholesterol levels should be managed to mitigate the SDB risk. LEVEL OF EVIDENCE: Level V-cross-sectional observational study.

Indexed as

CholesterolCholesterol, HDLObesitySleep Apnea SyndromesAdultAgedBody Mass IndexCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysCholesterolCholesterol, HDLBody mass indexBoruta algorithmHigh-density lipoprotein cholesterol ratioRestricted cubic spline modelSleep-disordered breathing

Identifiers

PMID39893618
PMCPMC11788228

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.