A 51-year-old woman with hypertension, deep vein thrombosis, and pulmonary embolism presented with five weeks of progressive weakness culminating in respiratory failure. Her initial presentation at an outside facility was misattributed to gastroenteritis with hypokalemia. She subsequently developed ascending lower extremity weakness, bulbar symptoms including dysphonia, dysphagia, and diplopia, and autonomic dysfunction including urinary retention and persistent tachycardia. Examination revealed symmetric weakness, generalized areflexia, and decreased sensation in bilateral lower extremities. Respiratory compromise necessitated intubation. CSF analysis demonstrated albuminocytologic dissociation with an elevated IgG index. Electrodiagnostic studies showed absent F-waves across multiple motor nerves, consistent with predominantly demyelinating polyneuropathy with secondary axonal involvement. Infectious, autoimmune, and neuromuscular junction evaluations were unrevealing. Following five sessions of therapeutic plasma exchange, the patient demonstrated meaningful strength improvement and was successfully extubated and discharged to rehabilitation.