The most significant result was that PPARG rs17793951 AG + GG genotype was associated with low responsiveness to influenza vaccine, and we also observed that LEPR rs6673591 GA + AA genotype was correlated with low responsiveness to influenza vaccine only in males by stratified analysis. Here, LEPR is linked to influenza.