Acoustic neuromas originate from the Schwann cells that form the myelin sheath covering the eighth cranial nerve. These tumors typically grow slowly and can vary in size. The exact cause remains largely unknown, though some cases are linked to a genetic disorder called Neurofibromatosis Type II (NF2).