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