A "Seed-and-Soil" Radiomics Model Predicts Brain Metastasis Development in Lung Cancer: Implications for Risk-Stratified Prophylactic Cranial Irradiation.
Xiao ChuJing GongXi YangJianjiao NiYajia GuZhengfei ZhuPublished in: Cancers (2023)
The results demonstrated that intrinsic features of a non-metastatic brain exert a significant impact on BM development, which is first-in-class in metastasis prediction studies. A radiomics BM prediction model utilizing both primary tumor and pre-metastatic brain features might provide a useful tool for individualized PCI administration in NSCLC patients more prone to develop BM.
Keyphrases
- small cell lung cancer
- resting state
- white matter
- squamous cell carcinoma
- end stage renal disease
- functional connectivity
- ejection fraction
- newly diagnosed
- chronic kidney disease
- lymph node metastasis
- cerebral ischemia
- coronary artery disease
- acute coronary syndrome
- acute myocardial infarction
- atrial fibrillation
- magnetic resonance
- computed tomography
- radiation therapy
- advanced non small cell lung cancer
- percutaneous coronary intervention
- heart failure
- patient reported outcomes
- brain metastases
- multiple sclerosis
- blood brain barrier
- left ventricular
- radiation induced
- subarachnoid hemorrhage
- tyrosine kinase