2023
Machine learning-based cluster analysis of immune cell subtypes and breast cancer survival
Wang Z, Katsaros D, Wang J, Biglio N, Hernandez B, Fei P, Lu L, Risch H, Yu H. Machine learning-based cluster analysis of immune cell subtypes and breast cancer survival. Scientific Reports 2023, 13: 18962. PMID: 37923775, PMCID: PMC10624674, DOI: 10.1038/s41598-023-45932-4.Peer-Reviewed Original ResearchConceptsImmune cell clustersT cellsHost immunityImmune cellsUnsupervised hierarchical clusteringImmune responseCD8-positive T cellsMemory CD4 T cellsCox regression survival analysisRegulatory T cellsPositive T cellsCD4 T cellsDifferent immune cellsDistinct immune responsesBreast cancer survivalImmune cell subtypesMemory B cellsImmune cell typesRegression survival analysisCell clustersBreast cancer progressionT cell receptor signalingCytokine stormOverall survivalFavorable survival
2008
TGF-β1 genotype and phenotype in breast cancer and their associations with IGFs and patient survival
Mu L, Katsaros D, Lu L, Preti M, Durando A, Arisio R, Yu H. TGF-β1 genotype and phenotype in breast cancer and their associations with IGFs and patient survival. British Journal Of Cancer 2008, 99: 1357-1363. PMID: 18827819, PMCID: PMC2570529, DOI: 10.1038/sj.bjc.6604689.Peer-Reviewed Original ResearchConceptsHigher TGF-β1TGF-β1 genotypesTGF-β1T genotypeHazard ratioBreast cancerBreast tumorsProportional hazards regression analysisLower TGF-β1Early-stage diseaseHazards regression analysisBreast cancer patientsLate-stage diseaseShorter overall survivalFresh tumor samplesTGF-β1 concentrationsBreast cancer progressionClinical characteristicsIGFBP-3Overall survivalDisease recurrenceReceptor statusPatient survivalSurvival outcomesDisease stage
2000
Shorter CAG repeat length in the androgen receptor gene is associated with more aggressive forms of breast cancer
Yu H, Bharaj B, Vassilikos E, Giai M, Diamandis E. Shorter CAG repeat length in the androgen receptor gene is associated with more aggressive forms of breast cancer. Breast Cancer Research And Treatment 2000, 59: 153-161. PMID: 10817350, DOI: 10.1023/a:1006356502820.Peer-Reviewed Original ResearchConceptsBreast cancerAndrogen receptorAggressive formCAG repeatsPositive lymph nodesPrimary breast cancerRisk of deathAR transcriptional activityImpact of androgensPatients' overall survivalAction of androgensBreast cancer tissuesBreast cancer progressionAndrogen receptor geneLength of CAGLong CAG repeatsOverall survivalLymph nodesPathological variablesPatient survivalHistological gradeHomozygous womenProstate cancerMean CAGDisease features