To address this limitation, we incorporated the hypothesized effects of MUC1 into mathematical models of influenza viral dynamics and applied Bayesian inference to estimate key parameter values and provided new quantitative insight into the role of MUC1 in shaping influenza virus infection and the host immune response. Here, MUC1 is linked to influenza.