Machine learning and nomogram prediction model to explore the relationship between monocyte-to-high-density lipoprotein cholesterol ratio and asthma: results from the NHANES 2001–2018
This study demonstrates a positive association between the MHR and asthma risk, indicating a significant cross-sectional relationship. The nomogram-based predictive model incorporating MHR and other clinical variables showed moderate discriminative ability.
Authors
- Lizhen Zou
- Yingding Ruan (ORCID: https://orcid.org/0009-0007-6772-2410)
- Jiamin Zhao (ORCID: https://orcid.org/0000-0003-2053-6876)
- Yunpeng Wang (ORCID: https://orcid.org/0000-0003-4164-9677)
Institutions
- Affiliated Hangzhou First People's Hospital, Westlake University, School of Medicine (CN)
Publication Details
- Journal
- European journal of medical research
- Published
- 2025-09-26
- DOI
- https://doi.org/10.1186/s40001-025-03147-5
- Citations
- 1
- Primary Topic
- Adipokines, Inflammation, and Metabolic Diseases
- Type
- article
- Field-Weighted Citation Impact
- 1.35