Research objective: To explore the clinical application effect of multi-omics detection based on flow cytometry analysis, single-cell data and images combined with clinical features in differentiating the benign and malignant nature of pulmonary nodules and the early diagnosis of lung cancer
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Changes in peripheral blood immune indicators, differences in radiomics and clinicopathological characteristics
Timeframe: Before surgery for patients with pulmonary nodules
Tumor antigen-specific T cells were detected by flow cytometry or single-cell sequencing to determine the differences in the immune microenvironment between patients with benign pulmonary nodules and those with malignant pulmonary nodules.
Timeframe: Before surgery for patients with pulmonary nodules