The spatial information captured using mIF appears critical given evidence revealing its superior predictive value for PD-L1 responsiveness compared to standard monoplex PD-L1 IHC, tumour mutational burden or gene expression profiling in a meta-analysis of over 10 different solid tumours27. This evidence concerns the gene CD274 and neoplasm.