To identify potential secondary signals, we utilized the approximate conditional and joint analysis proposed by Yang et al,46 which uses summary-level statistics and the LD structure from a reference sample to approximate conditional p-values. The meta-analysis results for each trait were analyzed separately with LD correction between SNPs estimated from 6,654 unrelated individuals from the ARIC cohort.