TNF and allergic disease: Excluding these factors to avoid correlation, stepwise forward multiple regression analysis of the relationship between IRIS and these factors revealed a significant correlation; the most important factor causing IRIS was the usage of TNF-α (p = 0.001) along with history of allergy (p = 0.035), and serum calcium value (p = 0.024) (Table 4).