Individuals with obesity had higher levels of Gal-4, were older, had a higher BMI, higher levels of NT-proBNP, GIP, triglycerides, insulin, and FPG, along with higher HOMA-IR, compared to individuals without obesity. This evidence concerns the gene NPPB and obesity disorder.