We found that age, gender, race, education level, marital status, income, drinking, physical activity, DM, hypertension, dyslipidemia, CVD, osteoporosis, arthritis, CKD, albumin, WBC, protein, and PUFA were associated with relative grip strength (all p < 0.05). The gene discussed is ALB; the disease is hypertensive disorder.