Development of a predictive model for the U-shaped relationship between the triglyceride glycemic index and depression using machine learning (NHANES 2009–2018)
The results of this investigation point to a U-shaped association between depression risk and the TyG index among Americans. Those with a TyG index of over 8.16 are significantly more likely to develop depression. These results suggest a possible causal relationship and emphasize the importance of monitoring the TyG index in depression risk assessment.
Authors
- Rong Huang
- Chao Ding
- Jiwei Cheng
- Zhiyu Kong
Institutions
- Shanghai University of Traditional Chinese Medicine (CN)
- South China University of Technology (CN)
Publication Details
- Journal
- Heliyon
- Published
- 2024-09-28
- DOI
- https://doi.org/10.1016/j.heliyon.2024.e38615
- Citations
- 5
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.93