遇见数据集

REFERENCE DATASET: Expression of 97 surface markers and 462 mRNAs in 49057 cells from healthy young and healthy old bone marrow

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Figshare2023-06-02 更新2026-04-08 收录
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Seurat v3 object <br> <strong>ASSAYS</strong>: AB: Antibody expression data RNA: mRNA expression data BOTH: mRNA and Antibody expression data, concatenated integrated: Antibody and mRNA expression matrices were concatenated and data was integrated across patients using scanorama <br> <strong>DIMENSIONALITY REDUCTION</strong> <strong>MOFAUMAP</strong>: UMAP performed on MOFA dimensions. Display used in the manuscript. Set reduction="MOFAUMAP"in most cases!<br> Projected MOFA: Multi-OMICS factor analysis to integrate AB and RNA data. MOFA was run on scanorama-integrated data and served as input for clustering and further dimensionality reduction. MOFATSNE: UMAP performed on MOFA dimensions.<br> <br> <strong>METADATA</strong> Batch: Source individual (BM1-3, Aged1-3). class: Type of individual (healthy young, healthy old). <br> <strong>Change log: </strong> v3: Compared to the previous version of this file, the 3 AML patients were removed. A new object with 15 AML patients has been created: https://doi.org/10.6084/m9.figshare.14780127.v1 v4: Objects were slimmed to correspond to the information described in our study. Data now only contains relevant dimensions reductions and metadata columns; unused RNA and antibody targets were excluded from the objects. <br>

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2023-06-02
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