We used GT cell-type annotations from the GT IMC training set, following ref. 8, and trained a random forest classifier30 based on average marker expression per cell to classify them into five classes: tumour cells, B cells, CD8+ T cells, CD4+ T cells and others. Here, CD8A is linked to neoplasm.