“…8 The current gold standard method, immunohistochemistry (IHC), has limited throughput and exhibits variability. 18,19 To try to address these weaknesses, clinical methods, such as Omniseq, 20 and some research methods, such as the Nanostring PanCancer IO 360 Gene Panel 21 and Cibersort, 22 have used RNA expression to profile the immune response in tumors. However, these qualitative assays rely on rank ordered gene lists or single-gene identifiers to generate cell scores that have not been validated or weakly correlate with immune cell presence.…”