The discovery of 106 immune signatures, particularly five key associations such as CD25 on IgD- CD24- cells in SCLC and CCR2 on monocyte cells in LUSC, enriches our understanding of these cells’ causal involvement in lung cancer. Here, CCR2 is linked to lung cancer.