In our study, the observed positive enrichment of potassium channel complex gene sets, particularly Kv7 subunits, raises the possibility that APP accumulation contributes to the electrophysiological landscape that enables this tumor excitability, although further mechanistic research would be required to confirm this assumption. The gene discussed is APP; the disease is neoplasm.