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Tumor metastasis and invasion are the leading causes of cancer-related deaths, with over 90% of cancer patients dying from distant metastasis. Tumor cells spread to distant organs through local infiltration, hematogenous metastasis, or lymph node metastasis, complicating treatment and severely affecting the prognosis and survival rate of patients. Therefore, precise and early assessment of tumor invasion and metastasis is crucial for optimizing personalized treatment plans and improving patient survival. Currently, the detection of tumor metastasis primarily relies on imaging examinations, blood biomarkers, and histopathological analysis. Among these, 18F-FDG PET/CT plays a key role in tumor staging and distant metastasis evaluation. However, its sensitivity is low for certain tumors, such as well-differentiated hepatocellular carcinoma, colorectal cancer, and glioblastoma, and factors
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