Among smokers, we found that lung cancer patients exhibited higher concentrations of ALP and GGT and lower levels of ALT, ALB, and AST compared to those without lung cancer (Figure S2), consistent with the patterns observed in Figure 1 and Table 2. Here, ALB is linked to lung cancer.