Due to tumor heterogeneity, the discovery and validation of biomarkers is very difficult, and even within the same cancer type, each tumor responds differently to HSP90 inhibition, making it difficult to find a universally applicable biomarker [146]. The gene discussed is HSP90AA1; the disease is neoplasm.