We conducted a retrospective chart review of a 67-year-old man who developed 3 weeks of progressive bilateral lower extremity weakness without bowel, bladder, or sensory deficits. MRI spine demonstrated contrast-enhancing T2 hyperintense lesions spanning C6–T4, consistent with LETM. Cerebrospinal fluid revealed lymphocytic pleocytosis and elevated protein, with negative infectious, autoimmune, and paraneoplastic studies. ICIs were discontinued per ASCO irAE guidance, and he received 5 days of high-dose intravenous methylprednisolone with rapid clinical improvement, followed by discharge to rehabilitation without an oral steroid taper. Ten weeks later, he re-presented with similar symptoms; MRI showed no new lesions. He was treated with intravenous immunoglobulin, repeat IV methylprednisolone, and an oral steroid taper.