confirmed for a total of 4 pan bread types with physico-chemical conditions reported in Table 1 with the inoculation of ISPA-S109.3 selected as representative rope spoiler. Since experimental counts performed in bread were in agreement with prediction, in silico growth simulations were further performed to estimate spoilage risk during shelf-life.