Participants across different DII quartile groups exhibited significant differences in several demographic and health-related factors, including age, gender, race/ethnicity, marital status, education level, PIR, BMI, vigorous physical activity, drinking status, hypertension, diabetes, depression, cotinine, and CRP (all P < 0.05). This evidence concerns the gene CRP and Hypertension.