Comparing the response groups, the proportions of Macro_NLRP3 and Mono_CD14 significantly increased in the R group across many cancer types, whereas no obvious proportional changes were observed in the NR group (Fig. 1d, e and Supplementary Fig. 3c, d). Here, CD14 is linked to cancer.