IFNB1 and viral infectious disease: To comprehensively and systematically investigate the heterogeneity of IFNs early induction, we developed a hybrid model coupling a deterministic module describing virus-induced signal transduction and ISGs production and a stochastic module describing viral infection and IFNβ/λ1 expression.