Subgroup analysis showed that serum albumin was linked to all-cause mortality across most groups (≤60 or >60 years, male or female, and without hypertension, diabetes, or chronic kidney disease); however, its correlation with cardiovascular death was observed only in the subgroup without hypertension (p < 0.05). This evidence concerns the gene ALB and hypertensive disorder.