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
2011
Physical activity and breast cancer survival: an epigenetic link through reduced methylation of a tumor suppressor gene L3MBTL1
Zeng H, Irwin ML, Lu L, Risch H, Mayne S, Mu L, Deng Q, Scarampi L, Mitidieri M, Katsaros D, Yu H. Physical activity and breast cancer survival: an epigenetic link through reduced methylation of a tumor suppressor gene L3MBTL1. Breast Cancer Research And Treatment 2011, 133: 127-135. PMID: 21837478, DOI: 10.1007/s10549-011-1716-7.Peer-Reviewed Original ResearchMeSH KeywordsBreast NeoplasmsCarcinoma, Ductal, BreastCarcinoma, LobularChromosomal Proteins, Non-HistoneDNA MethylationEpigenesis, GeneticFemaleGene ExpressionGene Expression ProfilingGene Expression Regulation, NeoplasticGenes, Tumor SuppressorHumansKaplan-Meier EstimateMotor ActivityRepressor ProteinsTumor Suppressor ProteinsConceptsBreast cancer patientsBreast cancer survivalCancer patientsPhysical activityOverall survivalSurvival outcomesTumor suppressor geneCancer survivalHormone receptor-positive tumorsModerate-intensity aerobic exerciseHigh expressionBreast cancer deathsReceptor-positive tumorsRandomized clinical trialsExercise-related changesSuppressor genePeripheral blood leukocytesBreast cancer diagnosisGene expressionDisease recurrenceAerobic exerciseCancer deathClinical trialsTumor featuresBlood leukocytes