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EPI-Clone dataset X.1 : Targeted DNAm+DNA+RNA-seq from CD34+ BM cells of a healthy donor

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NIAID Data Ecosystem2026-05-02 收录
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https://figshare.com/articles/dataset/EPI-Clone_dataset_X_1_Targeted_DNAm_DNA_RNA-seq_from_CD34_BM_cells_of_a_healthy_donor/27991574
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This is dataset supports parts of the EPI-Clone manuscript. Here, targeted single cell methylation profiling (scTAMseq) was combined with targeted RNA-seq from the same cells (SDR-seq) to profile CD34+ cells from bone marrow of a healthy 51-year old male individual. Dataset is a seurat (v5) object with the following assays, reductions and metadata: ASSAYS: RNA: RNA expression data for 120 target genes DNAm: DNA methylation data, containing binary observations (0: amplicon not observed, i.e. dropout or absence of DNA methylation, 1: amplicon observed, i.e. DNA methylation). See the paper on scTAMseq DIMENSIONALITY REDUCTION pca, dynapca: PCA performed on all methylome data, or on consensus dynamic CpGs only umap, dynaumap: UMAP computed on all methylome data, or on consensus dynamic CpGs only projected: Methylome data projected on the reference CD34+ UMAP coordinate (add DOI!) rnapca: PCA performed on RNA data rnaumap: PCA performed on RNA data For strategies how to obtain dimensionality reduction that reflect clonal identity, please see the github page accompanying the manuscript. METADATA nFeature_RNA, nFeature_DNAm, nFeature_NonHhaI: Number of RNA , DNAm and genotypoing amplicons observed projected.cluster: Cell type, according to DNA methylation based projection on the CD34+ reference CellType_rna: Cell type annotation according to RNA expression CountsChrY: Y chromosome read counts EPIclone_id: Clone, according to EPI-clone algorithm
创建时间:
2025-03-04
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