An AI-driven preoperative radiomic subtype for predicting the prognosis and treatment response of patients with papillary thyroid carcinoma.
Li Q, Zhang W, Liao T, Gao Y, Zhang Y, Jin A, Ma B, Qu N, Zhang H, Zheng X, Li D, Yun X, Zhao J, Yu H, Gao M, Wang Y, Qian B. An AI-driven preoperative radiomic subtype for predicting the prognosis and treatment response of patients with papillary thyroid carcinoma. Clinical Cancer Research 2024 PMID: 39535738, DOI: 10.1158/1078-0432.ccr-24-2356.Peer-Reviewed Original ResearchPapillary thyroid carcinomaPapillary thyroid carcinoma patientsDisease-free survivalThyroid carcinomaInflammatory subtypeRadiomics signatureTreatment responseSubtype of papillary thyroid carcinomaTianjin Medical University Cancer Institute and HospitalAssociated with poor disease-free survivalFudan University Shanghai Cancer CenterPoor disease-free survivalCancer Institute and HospitalTreatment response of patientsComplications risk stratificationShanghai Cancer CenterAnti-inflammatory traditional Chinese medicinesResponse of patientsPreoperative ultrasound imagingValidation set 2Clinicopathological variablesTraining set 1Evaluate prognosisPoor prognosisRisk stratificationMechanistically based blood proteomic markers in the TGF-β pathway stratify risk of hepatocellular cancer in patients with cirrhosis.
Xiang X, Bhowmick K, Shetty K, Ohshiro K, Yang X, Wong L, Yu H, Latham P, Satapathy S, Brennan C, Dima R, Chambwe N, Sharifova G, Cacaj F, John S, Crawford J, Huang H, Dasarathy S, Krainer A, He A, Amdur R, Mishra L. Mechanistically based blood proteomic markers in the TGF-β pathway stratify risk of hepatocellular cancer in patients with cirrhosis. Genes & Cancer 2024, 15: 1-14. PMID: 38323119, PMCID: PMC10843195, DOI: 10.18632/genesandcancer.234.Peer-Reviewed Original ResearchHepatocellular carcinomaPyruvate kinase M2TGF-bPresence of hepatocellular carcinomaEarly detection of HCCRisk of hepatocellular cancerDetection of hepatocellular carcinomaAdvanced incurable stageRisk-stratifying biomarkersTGF-B pathwayAssociated with hepatocellular carcinomaProteomic markersEarly detectionBiologically relevant markersIncurable stageBlood-based biomarkersHepatocellular cancerRisk stratificationStratify riskNon-HCCClinical variablesBlood levelsLiver diseaseAnimal modelsBiological role