Additional studies have also shown that stochastic IFNβ expression in response to virus infection is due to cell-to-cell variability due to limiting quantities of components ranging from the recognition of viral RNA by host factors and the activation of signaling pathways, to the exact levels of activated transcription factors (102). This evidence concerns the gene IFNB1 and viral infectious disease.