Association of the body roundness index and sun sensitivity: insights from the NHANES data with machine learning analysis
This is the first study to systematically evaluate the relationship between the BRI and risk of sun sensitivity using ML methods. The study identified a significant association between the BRI and risk of sun sensitivity. These findings provide new evidence regarding the etiology of sun sensitivity and offer a scientific basis for personalized disease management and public health interventions.
Authors
- Zhixin Tan (ORCID: https://orcid.org/0000-0002-9764-0682)
- Yanjie Chen (ORCID: https://orcid.org/0000-0001-9750-9177)
- Aijun Chen (ORCID: https://orcid.org/0000-0002-2076-0555)
- Jingbo Zhang (ORCID: https://orcid.org/0000-0002-5683-9660)
- Xinyi Shao
- Yidian Fu
- Genlong Bai (ORCID: https://orcid.org/0000-0002-3256-9504)
- Yi Ou
- Qian Liu (ORCID: https://orcid.org/0000-0001-5341-1290)
Institutions
- Hebei Medical University (CN)
- The Affiliated Yongchuan Hospital of Chongqing Medical University (CN)
- Chongqing Medical University (CN)
Publication Details
- Journal
- Lipids in Health and Disease
- Published
- 2025-12-06
- DOI
- https://doi.org/10.1186/s12944-025-02824-y
- Primary Topic
- Skin Protection and Aging
- Type
- article
- Field-Weighted Citation Impact
- 0.00