The primary factors influencing frailty encompass gender, age, obesity, low income, marital status, physical dysfunction, peripheral vascular disease, heart disease, diabetes, albumin levels, sarcopenia, cognitive impairment, and depression (39–45). This evidence concerns the gene ALB and major depressive disorder.