Both the colony-forming potential and riboflavin uptake assessment support the presence of a greater stem-like tumor-initiating cell population in the 3rd generation spheroids grown in enriched stem-cell culture medium containing basic fibroblast growth factor, epidermal growth factor, insulin, bovine serum albumin, and B27 growth factors. The gene discussed is EGF; the disease is neoplasm.