The results suggest that a total of eight test indicators are closely associated with the incidence of kidney stones (FDR p value < 0.05), including eight blood test indicators (CRE, EGFR, CA, UAHDL, APOA, CYS and URNA). Here, EGFR is linked to nephrolithiasis.