We also analyzed the gene mutation, gender, and smoking status in these subgroups, and the results revealed that lung cancer subgroups with higher MMPs-gene signature expression were associated with a higher proportion of EGFR wild type, Kirsten rat sarcoma virus (KRAS) mutation, triple-negative mutations, male, and ever-smoker (Figure 4C). Here, KRAS is linked to lung carcinoma.