APOB and metabolic syndrome: In this nationwide cohort study including 254,670 participants, we conducted a systematic exploration of the impact of age on sex disparities across established metabolic risk factors and demonstrated dyslipidemia risk and the levels of TG, non-HDL-C, TC, and ApoB with significant age-related sex differences.