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ORIGINAL RESEARCH article

Front. Med.

Sec. Pulmonary Medicine

Volume 12 - 2025 | doi: 10.3389/fmed.2025.1503142

HRR as a Predictor of Lung Health: Insights from the NHANES Database

Provisionally accepted
Jiaji Zhou Jiaji Zhou Wenyi Du Wenyi Du Hanzhou Huang Hanzhou Huang *Yongqi Chen Yongqi Chen *Huixing Li Huixing Li *Leyan Chen Leyan Chen Feng Liu Feng Liu *Mingfeng Zheng Mingfeng Zheng *
  • Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China

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

    Background: Chronic respiratory diseases (CRPD) are a global health threat characterized by oxidative stress, systemic inflammation, hypoxemia, and respiratory distress. Inflammatory indicators such as hemoglobin-to-red blood cell distribution width ratio (HRR) have been explored in relation to diseases of the respiratory system, but the correlation between HRR and pulmonary function has not been established. As part of this study, a representative sample of the National Health and Nutrition Examination Survey (NHANES) respondents aged 40 or over was used to examine the correlation between HRR and pulmonary function indices.Methods: Data from the 2007-2012 NHANES were used for this study. HRR and four pulmonary function parameters were compared using regression and subgroup analyses. The Restricted Cubic Spline (RCS) model was employed to find out if there are any non-linear relationships between these associations. Multiple sensitivity analyses were used to verify the correlation between the two.Results: After adjusting for confounding variables, the data showed that for each unit increase in HRR among the population as a whole, for each unit increase in HRR, FVC increased by 0.11, FEV1 increased by 0.22, peak expiratory flow (PEF) increased by 0.24 and forced expiratory flow at 25-75 % (FEF25-75%) was elevated by 0.49. In addition, we determined linear and positive correlations between FVC, FEV1, PEF or PEF 25-75% and HRR by constructing the RCS model curves. The positive correlation between HRR and pulmonary function parameters was affirmed through sensitivity analysis. Furthermore, except for the PEF 25-75%, FVC, FEV1, PEF all showed a significant upward trend with the increase of HRR in non -Hispanic white female population.Conclusion: According to our study, HRR was positively correlated with FVC, FEV1, PEF, and PEF25-75% in a middle-aged and elderly US population. It would be useful to study the specific impact of HRR on pulmonary function and to investigate the potential pathophysiological mechanisms that might link them.

    Keywords: : Chronic Respiratory Disease, HRR, Pulmonary Function, NHANES, cross - sectional study

    Received: 03 Oct 2024; Accepted: 10 Feb 2025.

    Copyright: © 2025 Zhou, Du, Huang, Chen, Li, Chen, Liu and Zheng. 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:
    Hanzhou Huang, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
    Yongqi Chen, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
    Huixing Li, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
    Feng Liu, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, China
    Mingfeng Zheng, Wuxi People’s Hospital Affiliated to Nanjing Medical University, Wuxi, 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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