PhenoAgeAccel also was genetically more correlated than BioAgeAccel with creatinine, cystatin C, HbA1c, and CRP – biomarkers linked to kidney function, diabetes, and inflammation (Figure S6). The gene discussed is CST3; the disease is diabetes mellitus.