Furthermore, the ALMI was negatively associated with metabolic syndrome (MetS) in women after adjustments for age, BMI, ethnicity, albumin, vitamin D, energy intake, drinking, smoking, and physical activity. This evidence concerns the gene ALB and metabolic syndrome.