Trace element mixtures, Esophageal squamous cell carcinoma, Aggressiveness, Prognosis, Weighted quantile sum regression, Bayesian kernel machine regression, Medicine, Science

Abstract Toxic elements exposure and imbalance in essential element homeostasis remain incomprehensive in esophageal squamous cell carcinoma (ESCC) carcinogenesis, especially in tumor progression. To reveal the toxic and essential elements inside body associated with ESCC occurrence, aggressive features and outcomes, whole blood concentrations of eight trace elements were quantified in 150 ESCC cases and 177 controls using inductively coupled plasma-mass spectrometry (ICP-MS). Concentrations of cadmium (Cd), lead (Pb), chromium (Cr), copper (Cu), arsenic (As), and selenium (Se) showed significant differences between the case and control subjects. The restricted cubic spline (RCS) analysis showed As, Zinc (Zn), and manganese (Mn) was linked with ESCC risk in a U-shaped pattern, whereas an inverted U-shaped curve for Cd (all P-non-linear