There were also changes in minor subpopulations of leukocytes in tumour-bearing animals not obvious in the compositional data due to their small numbers; these included changes to CD4 T regulatory cells, DC, macrophages and PD-L1-expressing myeloid cell populations (S4 Fig). The gene discussed is CD274; the disease is neoplasm.