The study found that patients with ALL exhibit higher levels of a group of correlated cytokines, including IL-1β, IL-8, TNF-α, and VEGF, at birth compared to their healthy counterparts [92]. This evidence concerns the gene TNF and acute lymphoblastic leukemia.