We examined whether nutritional status (assessed using serum albumin [SA], prognostic nutritional index, or Global Leadership Initiative on Malnutrition criteria) affects the relationship between various obesity measures (body mass index [BMI], waist circumference, and body fat percentage) and cardiovascular outcomes in a general community population in Taiwan. This evidence concerns the gene ALB and obesity disorder.