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ORIGINAL RESEARCH article

Front. Nutr.

Sec. Nutritional Epidemiology

Volume 12 - 2025 | doi: 10.3389/fnut.2025.1534958

The association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and pulmonary function: evidence from NHANES 2007-2012

Provisionally accepted
Miaoyan Liu Miaoyan Liu 1Chaofeng Gao Chaofeng Gao 2Jinggeng Li Jinggeng Li 3Yibo Zhang Yibo Zhang 3Rui Gao Rui Gao 4Chaoting Yang Chaoting Yang 4Jian Zhang Jian Zhang 1*
  • 1 Chest Hospital,Department of Respiratory Medicine, Xi'an No.4 Hospital, Xi'an, Shaanxi Province, China
  • 2 Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, Gansu Province, China
  • 3 Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Air Force Medical University, Xi'an, China
  • 4 Xi'an Medical University, Xi'an, China

The final, formatted version of the article will be published soon.

    Background: This research aims to explore the potential association between lung function and the ratio of non-high-density lipoprotein cholesterol (NHL) to high-density lipoprotein cholesterol (NHHR). Previous research has shown that lipid metabolism imbalance is closely linked to cardiovascular disease, however, there is a lack of information regarding its impact on lung function.Methods: This research used information from the National Health and Nutrition Examination Survey (NHANES) spanning the years 2007 to 2012, including a large-scale sample of 9,498 adults aged 20 years and older. A cross-sectional study employing multivariable regression models was aimed at examining the relevance between NHHR and indicators of lung function (FEV1, FVC, and FEV1/FVC). Adjustments were made for a wide range of confounding factors, encompassing race, gender, age, BMI, smoking status, physical activity, diabetes, alcohol consumption, and education level. Data analysis included categorizing NHHR into quartiles and using trend tests to evaluate dose-response relationships between NHHR quartiles and lung function. Sensitivity analyses were conducted by excluding participants with asthma and COPD to ensure the reliability of the results.Results: The results manifested a significant correlation between decreased FEV1 and FVC values and elevated NHHR, most notably within the highest quartile of NHHR (Q4), where the association was most pronounced. Additionally, trend test results indicated a significant linear negative correlation between NHHR and both FEV1 and FVC. However, the correlation between FEV1/FVC and NHHR showed a nonlinear U-shaped pattern. suggesting differential impacts of NHHR on various lung function indicators. The findings' robustness was shown by sensitivity analysis, which revealed that even after omitting people with asthma and COPD, the negative correlation between NHHR and FEV1 and FVC remained significant. Conclusions: This research emphasizes the significance of tracking lipid levels in evaluating respiratory health and offers early evidence in favor of NHHR as a probable biomarker for respiratory function. Further longitudinal research has occasion to prove the causal relationship between NHHR and lung function and to explore its underlying biological mechanisms.

    Keywords: NHHR, Pulmonary Function, NHANES, Lipids, Cross-sectional research

    Received: 27 Nov 2024; Accepted: 06 Mar 2025.

    Copyright: © 2025 Liu, Gao, Li, Zhang, Gao, Yang and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Jian Zhang, Chest Hospital,Department of Respiratory Medicine, Xi'an No.4 Hospital, Xi'an, Shaanxi Province, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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