In melanoma patients, the decreased number of eosinophils and the increased number of M-MDSCs as well as the increased baseline serum levels of the related inflammatory factors S100A8/A9 and HMGB1 indicate a lack of response to ipilimumab treatment [52]. The gene discussed is HMGB1; the disease is melanoma.