Given the increasing amount of evidence that immune infiltrated HER2+ tumours are more sensitive to chemotherapy and other therapies24, our data underscore the importance of considering the spatial variability of immune cells besides their abundance for developing new predictive biomarkers. This evidence concerns the gene ERBB2 and neoplasm.