CRP and Insulin resistance: Notably, Vit C directly modulates key PhenoAge biomarkers, such as suppressing C-reactive protein via NF-κB inhibition (16), preserving albumin synthesis by reducing hepatic OxS, and improving glucose metabolism through attenuation of insulin resistance (17), this may potentially influence PhenoAge calculation.