CT signs, such as nodule component and short axis, along with PET conventional parameters, such as TLGlean and MTV, may provide important additional information to differentiate PD-L1 positive from PD-L1 negative patients with lung adenocarcinoma. Here, CD274 is linked to lung adenocarcinoma.