Gamma-glutamyl transferase to high-density lipoprotein cholesterol ratio and endometriosis: a population-based study
Abstract
The gamma-glutamyl transferase (GGT) to high-density lipoprotein (HDL) ratio (GGT/HDL) has recently emerged as a potential biomarker for metabolic and liver diseases. This study aimed to investigate the association between GGT/HDL ratio and endometriosis using a population-based dataset from the National Health and Nutrition Examination Survey (NHANES). Data from NHANES 1999 to 2006 were used to assess the relationship between the GGT/HDL ratio and endometriosis. The diagnosis of endometriosis was based on self-reported data from the Reproductive Health Questionnaire. The GGT/HDL ratio was calculated and Ln-transformed for analysis. Multivariable logistic regression and sensitivity analysis were used to estimate the odds ratio (OR) for endometriosis in relation to the GGT/HDL ratio. A total of 3815 individuals were included, with 307 diagnosed with endometriosis. The Ln-transformed GGT/HDL ratio was positively associated with the endometriosis. Each unit increase in the Ln-GGT/HDL ratio was associated with a 22% higher likelihood of endometriosis (OR = 1.220, 95% CI: 1.003–1.483, p = 0.046). Sensitivity analyses including the use of original GGT/HDL value, the further adjustments of covariates, the exclusion of those with CVD and liver diseases confirmed the robustness of this association. This study found a significant positive association between the GGT/HDL ratio and endometriosis. Higher GGT/HDL levels may serve as a potential biomarker for identifying women at risk of endometriosis. This study investigated the relationship between the gamma-glutamyl transferase (GGT) to high-density lipoprotein (HDL) ratio (GGT/HDL) and endometriosis, using data from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2006. GGT/HDL were from laboratory tests and endometriosis diagnosis was based on self-reported information from the Reproductive Health Questionnaire. The study included 3815 individuals, of whom 307 were diagnosed with endometriosis. The results showed that a higher GGT/HDL ratio was associated with a higher risk of endometriosis. Specifically, for each unit increase in the Ln-GGT/HDL ratio, the likelihood of having endometriosis increased by 22%. This association remained robust even after conducting sensitivity analyses. The findings suggested that the GGT/HDL ratio could be a useful biomarker for identifying women at risk of developing endometriosis.
Fields of Study & Subjects
Endometriosis Research and Treatment
Pregnancy and preeclampsia studies
Ovarian function and disorders
Publication details
- Journal / source
- Figshare
- Publication date
- 1 January 2026