ALB and Cognitive impairment: 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).