Inclusion Criteria:  Age > 18 years old; Pulmonary nodules with planned surgical resection; Signed informed consent and agreed to participate in this study.  Exclusion Criteria:  Preoperative radiotherapy, chemotherapy, targeted therapy or other anti-tumor therapy The lack of chest computed tomography within two weeks before surgery A history of malignant disease within 5 years.