In conclusion, our study uncovers a novel regulatory axis involving P4HA2, KIF7, and SUFU in the Hh signaling pathway, shedding light on the intricate mechanisms governing B-cell lymphoma tumorigenesis. This evidence concerns the gene KIF7 and B-cell non-Hodgkin lymphoma.