A previously independent 87-year-old man presented with progressive gait difficulty and cognitive decline. He declined from independent ambulation to wheelchair dependence over 4 months. Examination showed dysarthria, appendicular and axial ataxia, bilateral dysmetria, action tremor, bradykinesia, and postural instability. Brief Ataxia Rating Scale (BARS) was 19.5. CSF revealed normal cell count, protein, and glucose. Oligoclonal bands were negative. Brain MRI was unremarkable, but FDG-PET demonstrated diffusely decreased cerebellar uptake. Malignancy workup was negative. Initial autoimmune and infectious workup was negative except for antinuclear antibody (1:80, homogeneous). He empirically received IVIg 2 g/kg and continued monthly IVIg 2 g/kg. Later, tissue-based immunofluorescence and a cell-based assay detected SEZ6L2 antibodies in serum and CSF. At 1 month, tremor and dysarthria improved and gait and cognition stabilized. At 6 months, balance improved and he ambulated short distances with assistance (BARS 18). We identified 11 articles reporting 18 patients. Together with our case, clinical courses of 19 patients (median age 60 years, range 34–87, 12 [63%] female) were analyzed.