CD8A and neoplasm: Similarly, LRPAP1 and KCNJ8 showed negative correlations with CD8+ T cells and positive correlations with macrophages and certain memory B cell subsets, suggesting that these genes may shift immune cell composition in ways that impact tumor immunity.