Age (β = 0.212, p = 0.010), ADC (β = −0.184, p = 0.043), EGFR+ (β = −0.269, p = 0.005), and SULpeak (β = 0.345, p < 0.001) were independent predictors for NSCLC; age (β = 0.243, p = 0.012), EGFR+ (β = −0.241, p = 0.010), high CEA (β = 0.201, p = 0.044), and SULpeak (β = 0.355, p = 0.001) were independent predictors for ADC; SULpeak (β = 0.342, p = 0.011) was an independent predictor for ADC with EGFR+; and age (β = 0.411, p = 0.003), high CEA (β = 0.424, p = 0.002), and SULpeak (β = 0.439, p = 0.002) were independent predictors for ADC with EGFR−. Here, EGFR is linked to non-small cell lung carcinoma.