Featured Publications
Regulatory T Cell-Specific Epigenomic Region Variants Are a Key Determinant of Susceptibility to Common Autoimmune Diseases
Ohkura N, Yasumizu Y, Kitagawa Y, Tanaka A, Nakamura Y, Motooka D, Nakamura S, Okada Y, Sakaguchi S. Regulatory T Cell-Specific Epigenomic Region Variants Are a Key Determinant of Susceptibility to Common Autoimmune Diseases. Immunity 2020, 52: 1119-1132.e4. PMID: 32362325, DOI: 10.1016/j.immuni.2020.04.006.Peer-Reviewed Original ResearchMeSH KeywordsAutoimmune DiseasesBiomarkersCell DifferentiationComputational BiologyCpG IslandsDNA MethylationEpigenesis, GeneticEpigenomicsGene Expression ProfilingGenetic Predisposition to DiseaseGenetic VariationHumansImmunophenotypingPolymorphism, Single NucleotideT-Lymphocyte SubsetsT-Lymphocytes, RegulatoryTranscriptomeConceptsCommon autoimmune diseasesSingle-nucleotide polymorphismsSusceptibility to common autoimmune diseasesCell-specific gene transcriptionGenome-wide epigenetic profilingAssociated with common autoimmune diseasesAssociated with transcriptionPolygenic autoimmune diseasesTreg cellsDemethylated regionCpG hypomethylationSuper-enhancersAutoimmune diseasesDeterminants of susceptibilityEpigenetic modificationsEpigenetic profilesGene transcriptionEpigenetic changesTreg-cell-specific demethylated regionNaive Treg cellsNatural Treg cellsRegional variantsTranscriptionActive stateCells
2024
Neural-net-based cell deconvolution from DNA methylation reveals tumor microenvironment associated with cancer prognosis
Yasumizu Y, Hagiwara M, Umezu Y, Fuji H, Iwaisako K, Asagiri M, Uemoto S, Nakamura Y, Thul S, Ueyama A, Yokoi K, Tanemura A, Nose Y, Saito T, Wada H, Kakuda M, Kohara M, Nojima S, Morii E, Doki Y, Sakaguchi S, Ohkura N. Neural-net-based cell deconvolution from DNA methylation reveals tumor microenvironment associated with cancer prognosis. NAR Cancer 2024, 6: zcae022. PMID: 38751935, PMCID: PMC11094754, DOI: 10.1093/narcan/zcae022.Peer-Reviewed Original ResearchCell deconvolutionDNA methylation dataCancer prognosisTumor-infiltrating immune cellsFormalin-fixed paraffin-embedded sectionsImmune cell profilesAssociated with cancer prognosisImmune cell statusCell-free DNADNA methylationMethylation dataParaffin-embedded sectionsPeripheral bloodImmune cellsIntrahepatic cholangiocarcinoma samplesCell profilesFlow cytometryCell populationsClinical practiceClinical settingCholangiocarcinoma samplesCellular identityEpigenetic modificationsTumorPrognosis