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). The gene discussed is ALB; the disease is depressive disorder.